Datasets:
target-benchmark
/
bird-corpus

Dataset card Data Studio Files Community
1
table
listlengths
4
101
table_id
stringlengths
4
20
database_id
stringclasses
11 values
context
dict
[ [ "CustomerID", "Segment", "Currency" ], [ "3", "SME", "EUR" ], [ "5", "LAM", "EUR" ], [ "6", "SME", "EUR" ], [ "7", "LAM", "EUR" ], [ "9", "SME", "EUR" ], [ "10", "LAM", "EUR" ], [ "20", "KAM", "EUR" ], [ "35", "LAM", "EUR" ], [ "37", "SME", "EUR" ], [ "38", "SME", "EUR" ], [ "39", "KAM", "EUR" ], [ "44", "LAM", "EUR" ], [ "48", "SME", "EUR" ], [ "51", "LAM", "EUR" ], [ "52", "LAM", "EUR" ], [ "63", "SME", "EUR" ], [ "70", "LAM", "EUR" ], [ "73", "LAM", "EUR" ], [ "75", "LAM", "EUR" ], [ "77", "LAM", "EUR" ], [ "82", "SME", "EUR" ], [ "87", "SME", "EUR" ], [ "92", "LAM", "EUR" ], [ "95", "SME", "EUR" ], [ "96", "LAM", "EUR" ], [ "97", "SME", "EUR" ], [ "98", "SME", "EUR" ], [ "99", "SME", "EUR" ], [ "100", "LAM", "EUR" ], [ "101", "KAM", "EUR" ], [ "103", "SME", "EUR" ], [ "104", "SME", "EUR" ], [ "105", "KAM", "EUR" ], [ "106", "SME", "EUR" ], [ "114", "LAM", "EUR" ], [ "115", "LAM", "EUR" ], [ "117", "SME", "EUR" ], [ "122", "LAM", "EUR" ], [ "123", "SME", "EUR" ], [ "128", "SME", "EUR" ], [ "134", "SME", "EUR" ], [ "136", "SME", "EUR" ], [ "137", "LAM", "EUR" ], [ "138", "KAM", "EUR" ], [ "144", "SME", "EUR" ], [ "152", "SME", "EUR" ], [ "154", "KAM", "EUR" ], [ "160", "SME", "EUR" ], [ "164", "SME", "EUR" ], [ "165", "SME", "EUR" ], [ "166", "LAM", "EUR" ], [ "169", "SME", "EUR" ], [ "172", "LAM", "EUR" ], [ "175", "SME", "EUR" ], [ "193", "LAM", "EUR" ], [ "201", "SME", "EUR" ], [ "204", "LAM", "EUR" ], [ "205", "SME", "EUR" ], [ "208", "LAM", "EUR" ], [ "210", "KAM", "EUR" ], [ "212", "SME", "EUR" ], [ "214", "LAM", "EUR" ], [ "215", "LAM", "EUR" ], [ "216", "SME", "EUR" ], [ "219", "SME", "EUR" ], [ "220", "SME", "EUR" ], [ "224", "LAM", "EUR" ], [ "227", "SME", "EUR" ], [ "230", "LAM", "EUR" ], [ "232", "KAM", "EUR" ], [ "233", "LAM", "EUR" ], [ "235", "LAM", "EUR" ], [ "236", "KAM", "EUR" ], [ "254", "SME", "EUR" ], [ "256", "LAM", "EUR" ], [ "259", "SME", "EUR" ], [ "263", "SME", "EUR" ], [ "272", "LAM", "EUR" ], [ "274", "SME", "EUR" ], [ "281", "SME", "EUR" ], [ "283", "SME", "EUR" ], [ "285", "KAM", "EUR" ], [ "289", "SME", "EUR" ], [ "291", "LAM", "EUR" ], [ "294", "LAM", "EUR" ], [ "296", "KAM", "EUR" ], [ "305", "SME", "CZK" ], [ "314", "SME", "CZK" ], [ "316", "SME", "CZK" ], [ "322", "SME", "CZK" ], [ "323", "LAM", "CZK" ], [ "324", "SME", "CZK" ], [ "331", "SME", "CZK" ], [ "335", "LAM", "CZK" ], [ "336", "SME", "CZK" ], [ "337", "SME", "CZK" ], [ "339", "LAM", "CZK" ], [ "342", "SME", "CZK" ], [ "344", "SME", "CZK" ], [ "345", "SME", "CZK" ] ]
customers
debit_card_specializing
{ "column_descriptions": [ "identification of the customer", "client segment", "Currency" ], "column_names_cleaned": [ "CustomerID", "client segment", "Currency" ], "column_types": [ "integer", "text", "text" ], "foreign_keys": [], "primary_key": [ "CustomerID" ] }
[ [ "GasStationID", "ChainID", "Country", "Segment" ], [ "44", "13", "CZE", "Value for money" ], [ "45", "6", "CZE", "Premium" ], [ "46", "23", "CZE", "Other" ], [ "47", "33", "CZE", "Premium" ], [ "48", "4", "CZE", "Premium" ], [ "49", "13", "CZE", "Value for money" ], [ "50", "10", "CZE", "Other" ], [ "51", "10", "CZE", "Other" ], [ "52", "10", "CZE", "Other" ], [ "53", "10", "CZE", "Other" ], [ "54", "10", "CZE", "Other" ], [ "55", "10", "CZE", "Other" ], [ "56", "10", "CZE", "Other" ], [ "57", "10", "CZE", "Other" ], [ "58", "4", "CZE", "Premium" ], [ "59", "1", "CZE", "Premium" ], [ "60", "1", "CZE", "Premium" ], [ "61", "1", "CZE", "Premium" ], [ "62", "10", "CZE", "Other" ], [ "63", "10", "CZE", "Other" ], [ "64", "4", "CZE", "Premium" ], [ "65", "4", "CZE", "Premium" ], [ "66", "3", "CZE", "Other" ], [ "67", "3", "CZE", "Other" ], [ "68", "3", "CZE", "Other" ], [ "69", "2", "CZE", "Noname" ], [ "70", "3", "CZE", "Other" ], [ "71", "13", "CZE", "Value for money" ], [ "72", "10", "CZE", "Other" ], [ "73", "10", "CZE", "Other" ], [ "74", "26", "CZE", "Other" ], [ "75", "11", "CZE", "Value for money" ], [ "76", "2", "CZE", "Noname" ], [ "77", "33", "CZE", "Premium" ], [ "78", "6", "CZE", "Premium" ], [ "79", "2", "CZE", "Noname" ], [ "80", "2", "CZE", "Noname" ], [ "81", "1", "CZE", "Premium" ], [ "82", "1", "CZE", "Premium" ], [ "83", "13", "CZE", "Value for money" ], [ "84", "2", "CZE", "Noname" ], [ "85", "2", "CZE", "Noname" ], [ "86", "24", "CZE", "Discount" ], [ "87", "13", "CZE", "Value for money" ], [ "88", "8", "CZE", "Value for money" ], [ "89", "30", "CZE", "Noname" ], [ "90", "33", "CZE", "Premium" ], [ "91", "2", "CZE", "Noname" ], [ "92", "30", "CZE", "Noname" ], [ "93", "22", "CZE", "Other" ], [ "94", "9", "CZE", "Value for money" ], [ "95", "8", "CZE", "Value for money" ], [ "96", "1", "CZE", "Premium" ], [ "97", "2", "CZE", "Noname" ], [ "98", "3", "CZE", "Other" ], [ "99", "2", "CZE", "Noname" ], [ "100", "10", "CZE", "Other" ], [ "101", "10", "CZE", "Other" ], [ "102", "10", "CZE", "Other" ], [ "103", "10", "CZE", "Other" ], [ "104", "35", "CZE", "Discount" ], [ "105", "4", "CZE", "Premium" ], [ "106", "4", "CZE", "Premium" ], [ "107", "33", "CZE", "Premium" ], [ "108", "33", "CZE", "Premium" ], [ "109", "1", "CZE", "Premium" ], [ "110", "1", "CZE", "Premium" ], [ "111", "4", "CZE", "Premium" ], [ "112", "4", "CZE", "Premium" ], [ "113", "4", "CZE", "Premium" ], [ "114", "13", "CZE", "Value for money" ], [ "115", "2", "CZE", "Noname" ], [ "117", "36", "CZE", "Other" ], [ "118", "36", "CZE", "Other" ], [ "119", "36", "CZE", "Other" ], [ "120", "36", "CZE", "Other" ], [ "121", "36", "CZE", "Other" ], [ "122", "36", "CZE", "Other" ], [ "123", "10", "CZE", "Other" ], [ "124", "3", "CZE", "Other" ], [ "125", "3", "CZE", "Other" ], [ "126", "2", "CZE", "Noname" ], [ "127", "26", "CZE", "Other" ], [ "128", "4", "CZE", "Premium" ], [ "129", "2", "CZE", "Noname" ], [ "130", "2", "CZE", "Noname" ], [ "131", "13", "CZE", "Value for money" ], [ "132", "33", "CZE", "Premium" ], [ "133", "2", "CZE", "Noname" ], [ "134", "1", "CZE", "Premium" ], [ "135", "24", "CZE", "Discount" ], [ "136", "10", "CZE", "Other" ], [ "137", "3", "CZE", "Other" ], [ "138", "1", "CZE", "Premium" ], [ "139", "8", "CZE", "Value for money" ], [ "140", "3", "CZE", "Other" ], [ "141", "9", "CZE", "Value for money" ], [ "142", "9", "CZE", "Value for money" ], [ "143", "2", "CZE", "Noname" ], [ "144", "8", "CZE", "Value for money" ] ]
gasstations
debit_card_specializing
{ "column_descriptions": [ "Gas Station ID", "Chain ID", "nan", "chain segment" ], "column_names_cleaned": [ "Gas Station ID", "Chain ID", "Country", "chain segment" ], "column_types": [ "integer", "integer", "text", "text" ], "foreign_keys": [], "primary_key": [ "GasStationID" ] }
[ [ "ProductID", "Description" ], [ "1", "Rucní zadání" ], [ "2", "Nafta" ], [ "3", "Special" ], [ "4", "Super" ], [ "5", "Natural" ], [ "6", "Mix" ], [ "7", "Oleje,tuky" ], [ "8", "Natural +" ], [ "9", "Diesel +" ], [ "10", "Mazadla/Tuky" ], [ "11", "Nemrz.kapal." ], [ "12", "Autokosmet." ], [ "13", "Ost.priprav." ], [ "14", "Náhrad.díly" ], [ "15", "Mytí vozidel" ], [ "16", "Obcerstvení" ], [ "17", "Ostatni10%DP" ], [ "18", "Potraviny" ], [ "19", "Natural Plus" ], [ "20", "Nafta Plus" ], [ "21", "PB láhev" ], [ "22", "LPG" ], [ "23", "Provoz.nápl." ], [ "24", "Provoz.nápl." ], [ "25", "Dalnic.popl." ], [ "26", "Vratné obaly" ], [ "27", "Plyn VZV" ], [ "28", "Natural nor." ], [ "29", "Ekol.paliva" ], [ "30", "Ostatní PHM" ], [ "31", "Natural Spec" ], [ "32", "Nafta Spec." ], [ "33", "Maz.oleje-SD" ], [ "34", "Ostatni zbozi" ], [ "35", "Ostatni zbozi" ], [ "36", "Autoprísluš." ], [ "37", "Drobné auto." ], [ "38", "Lékárna" ], [ "39", "Kartogr.zb." ], [ "40", "Knihy,nov." ], [ "41", "Hygien.potr." ], [ "42", "Hygien.potr." ], [ "43", "Zboží nesp" ], [ "44", "Zboží nesp." ], [ "45", "Knihy,nov." ], [ "46", "Dáln.zn.4000" ], [ "47", "Dáln.zn.8000" ], [ "48", "Additivum" ], [ "49", "Ostatni zbozi" ], [ "50", "Ostatni zbozi" ], [ "51", "Pneumatiky" ], [ "52", "Katalyzátor" ], [ "53", "Katalyzátor" ], [ "54", "Barvy,laky" ], [ "55", "Barvy,laky" ], [ "56", "Mobilní tel." ], [ "57", "Pylový filtr" ], [ "58", "Oprava voz." ], [ "59", "STK,emise" ], [ "60", "Sber odpadu" ], [ "61", "Práce výrob." ], [ "62", "Parkov. sl." ], [ "63", "Pronáj. nem." ], [ "64", "Pronáj. nem." ], [ "65", "Pujcovné aut" ], [ "66", "Dotank/Valet_park" ], [ "67", "Odtah vozid." ], [ "68", "Mezin. prep." ], [ "69", "Sl. cel. dek" ], [ "70", "Úcet. služby" ], [ "71", "Sl. telekom." ], [ "72", "Zpr.nakupu" ], [ "73", "Zprostredk.p" ], [ "74", "Sluz.v zahr." ], [ "75", "S24-zahr. 0%" ], [ "76", "Spropitne" ], [ "77", "Služby BC" ], [ "78", "Služ. BC" ], [ "79", "D.z<=3.5-rok" ], [ "80", "D.z<=12t-rok" ], [ "81", "D.z<=3.5-mes" ], [ "82", "D.z<=12t-mes" ], [ "83", "D.z<=3.5-7dn" ], [ "84", "D.z<=12t-7dn" ], [ "85", "Kolky" ], [ "86", "SAMMEL-GU" ], [ "87", "Bonus BP diesel" ], [ "88", "Agency commission" ], [ "89", "Post+documents" ], [ "90", "Discount Germany" ], [ "91", "Drive & Save" ], [ "92", "Map+guide" ], [ "93", "Disk Dispatch" ], [ "94", "System fee" ], [ "95", "Service charge" ], [ "96", "Service charge" ], [ "97", "Service charge" ], [ "98", "Fee for payment transaction" ], [ "99", "Fee for bank charges" ], [ "100", "Membership-fee Consorcio" ] ]
products
debit_card_specializing
{ "column_descriptions": [ "Product ID", "Description" ], "column_names_cleaned": [ "Product ID", "Description" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "ProductID" ] }
[ [ "TransactionID", "Date", "Time", "CustomerID", "CardID", "GasStationID", "ProductID", "Amount", "Price" ], [ "1", "2012-08-24", "09:41:00", "31543", "486621", "3704", "2", "28", "672.64" ], [ "2", "2012-08-24", "10:03:00", "46707", "550134", "3704", "2", "18", "430.72" ], [ "3", "2012-08-24", "10:03:00", "46707", "550134", "3704", "23", "1", "121.99" ], [ "4", "2012-08-24", "13:53:00", "7654", "684220", "656", "5", "5", "120.74" ], [ "5", "2012-08-24", "08:49:00", "17373", "536109", "741", "2", "28", "645.05" ], [ "6", "2012-08-24", "08:53:00", "7881", "99745", "741", "5", "4", "96.84" ], [ "7", "2012-08-24", "14:20:00", "17241", "571420", "1152", "5", "4", "81.94" ], [ "8", "2012-08-24", "14:01:00", "17320", "729387", "636", "11", "0", "21.75" ], [ "9", "2012-08-24", "14:01:00", "17320", "729387", "636", "2", "34", "771.06" ], [ "10", "2012-08-24", "14:38:00", "19111", "726672", "636", "2", "21", "477.68" ], [ "11", "2012-08-24", "16:46:00", "19881", "545633", "3869", "2", "27", 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"2012-08-24", "12:08:00", "37373", "341267", "1426", "2", "22", "508.1" ], [ "73", "2012-08-24", "16:13:00", "37373", "403083", "1426", "2", "26", "601.97" ], [ "74", "2012-08-24", "16:22:00", "30837", "719417", "1426", "5", "2", "54.55" ], [ "75", "2012-08-24", "06:53:00", "31543", "751841", "1155", "5", "6", "133.83" ], [ "76", "2012-08-24", "08:40:00", "30815", "555003", "1155", "2", "27", "624.4" ], [ "77", "2012-08-24", "09:18:00", "41875", "595023", "1155", "2", "23", "528.13" ], [ "78", "2012-08-24", "10:12:00", "6067", "450132", "1155", "2", "9", "197.87" ], [ "79", "2012-08-24", "10:18:00", "6067", "450132", "1155", "2", "10", "232.25" ], [ "80", "2012-08-24", "10:40:00", "6067", "450131", "1155", "2", "68", "1560.0" ], [ "81", "2012-08-24", "14:43:00", "41875", "647661", "3398", "2", "22", "486.17" ], [ "82", "2012-08-24", "15:24:00", "38508", "507068", "3398", "15", "0", "33.82" ], [ "83", "2012-08-24", "17:31:00", "21336", "592552", "3398", "15", "0", "48.42" ], [ "84", "2012-08-24", "17:54:00", "47330", "568944", "3398", "2", "23", "512.72" ], [ "85", "2012-08-24", "17:54:00", "47330", "568944", "3398", "15", "0", "55.72" ], [ "86", "2012-08-24", "17:54:00", "47330", "568944", "3398", "11", "0", "24.82" ], [ "87", "2012-08-24", "17:54:00", "47330", "568944", "3398", "12", "0", "163.84" ], [ "88", "2012-08-24", "11:30:00", "6067", "481533", "1155", "2", "65", "1486.38" ], [ "89", "2012-08-24", "11:46:00", "6067", "481527", "1155", "2", "31", "713.0" ], [ "90", "2012-08-24", "11:55:00", "6067", "481524", "1155", "2", "21", "472.51" ], [ "91", "2012-08-24", "12:05:00", "6067", "481525", "1155", "2", "25", "576.9" ], [ "92", "2012-08-24", "12:12:00", "29167", "521615", "1155", "5", "5", "121.29" ], [ "93", "2012-08-23", "23:00:00", "30895", "415328", "1204", "2", "31", "749.0" ], [ "94", "2012-08-24", "07:41:00", "7557", "665541", "1204", "5", "3", "66.78" ], [ "95", "2012-08-24", "09:13:00", "27579", "660091", "1204", "18", "0", "78.12" ], [ "96", "2012-08-24", "09:13:00", "27579", "660091", "1204", "9", "43", "1122.27" ], [ "97", "2012-08-24", "11:40:00", "14370", "163589", "1231", "2", "13", "294.68" ], [ "98", "2012-08-24", "14:19:00", "28134", "707737", "1231", "2", "25", "583.74" ], [ "99", "2012-08-24", "06:16:00", "15899", "581023", "1425", "2", "126", "2841.16" ], [ "100", "2012-08-24", "08:10:00", "19182", "666533", "1425", "5", "5", "119.78" ] ]
transactions_1k
debit_card_specializing
{ "column_descriptions": [ "Transaction ID", "Date", "Time", "Customer ID", "Card ID", "Gas Station ID", "Product ID", "Amount", "Price" ], "column_names_cleaned": [ "Transaction ID", "Date", "Time", "Customer ID", "Card ID", "Gas Station ID", "Product ID", "Amount", "Price" ], "column_types": [ "integer", "date", "text", "integer", "integer", "integer", "integer", "integer", "real" ], "foreign_keys": [ { "column_name": "CustomerID", "referenced_column_name": "CustomerID", "referenced_table_name": "customers" }, { "column_name": "GasStationID", "referenced_column_name": "GasStationID", "referenced_table_name": "gasstations" }, { "column_name": "ProductID", "referenced_column_name": "ProductID", "referenced_table_name": "products" } ], "primary_key": [ "TransactionID" ] }
[ [ "CustomerID", "Date", "Consumption" ], [ "5", "201207", "528.3" ], [ "5", "201302", "1598.28" ], [ "5", "201303", "1931.36" ], [ "5", "201304", "1497.14" ], [ "6", "201203", "51.06" ], [ "6", "201205", "49.34" ], [ "6", "201207", "43.67" ], [ "6", "201302", "294.38" ], [ "6", "201303", "439.49" ], [ "6", "201304", "509.39" ], [ "6", "201305", "528.0" ], [ "6", "201306", "573.85" ], [ "6", "201307", "509.36" ], [ "6", "201308", "486.1" ], [ "6", "201309", "448.98" ], [ "6", "201310", "182.66" ], [ "6", "201311", "107.22" ], [ "7", "201201", "3112.35" ], [ "7", "201202", "337.74" ], [ "7", "201203", "681.33" ], [ "7", "201204", "1112.39" ], [ "7", "201205", "385.7" ], [ "7", "201206", "979.91" ], [ "7", "201207", "217.39" ], [ "7", "201208", "1826.46" ], [ "7", "201209", "47.83" ], [ "7", "201302", "1859.3" ], [ "7", "201303", "1994.14" ], [ "7", "201304", "2037.65" ], [ "7", "201306", "1830.37" ], [ "7", "201307", "1583.92" ], [ "7", "201308", "48.1" ], [ "7", "201309", "1960.6" ], [ "7", "201310", "1.81" ], [ "9", "201201", "190.43" ], [ "9", "201208", "55.34" ], [ "9", "201304", "74.59" ], [ "9", "201306", "60.99" ], [ "20", "201201", "249.85" ], [ "20", "201202", "5699.06" ], [ "20", "201205", "2864.81" ], [ "20", "201206", "1410.4" ], [ "20", "201207", "151.27" ], [ "20", "201208", "1063.55" ], [ "20", "201302", "1193.28" ], [ "20", "201303", "2265.65" ], [ "20", "201304", "2310.14" ], [ "20", "201305", "2829.98" ], [ "20", "201306", "2677.65" ], [ "20", "201307", "2110.32" ], [ "20", "201308", "1893.48" ], [ "20", "201309", "2108.75" ], [ "20", "201310", "1197.48" ], [ "35", "201201", "1117.54" ], [ "35", "201202", "39.0" ], [ "35", "201203", "226.74" ], [ "35", "201204", "324.65" ], [ "35", "201206", "177.21" ], [ "35", "201207", "362.78" ], [ "35", "201208", "163.24" ], [ "35", "201209", "213.65" ], [ "35", "201302", "12.19" ], [ "35", "201303", "867.88" ], [ "35", "201304", "910.3" ], [ "35", "201305", "1036.19" ], [ "35", "201306", "1387.73" ], [ "35", "201307", "1275.91" ], [ "35", "201308", "929.32" ], [ "35", "201309", "1130.17" ], [ "35", "201310", "1721.22" ], [ "35", "201311", "160.01" ], [ "37", "201201", "54.33" ], [ "37", "201202", "296.29" ], [ "37", "201203", "727.49" ], [ "37", "201207", "44.13" ], [ "37", "201208", "382.82" ], [ "37", "201302", "745.03" ], [ "37", "201303", "1248.17" ], [ "37", "201304", "1319.37" ], [ "37", "201305", "1017.42" ], [ "37", "201306", "733.07" ], [ "37", "201307", "1135.19" ], [ "37", "201308", "718.64" ], [ "37", "201309", "1536.98" ], [ "37", "201310", "597.93" ], [ "38", "201201", "1336.81" ], [ "38", "201202", "1872.4" ], [ "38", "201203", "879.06" ], [ "38", "201204", "995.3" ], [ "38", "201206", "436.33" ], [ "38", "201207", "115.83" ], [ "38", "201208", "6194.45" ], [ "38", "201302", "8446.79" ], [ "38", "201303", "15405.17" ], [ "38", "201304", "14799.59" ], [ "38", "201305", "11952.92" ], [ "38", "201306", "14785.32" ], [ "38", "201307", "10733.67" ], [ "38", "201308", "8163.71" ], [ "38", "201309", "17365.48" ] ]
yearmonth
debit_card_specializing
{ "column_descriptions": [ "Customer ID", "Date", "consumption" ], "column_names_cleaned": [ "Customer ID", "Date", "Consumption" ], "column_types": [ "integer", "text", "real" ], "foreign_keys": [ { "column_name": "CustomerID", "referenced_column_name": "CustomerID", "referenced_table_name": "customers" } ], "primary_key": [ "CustomerID", "Date" ] }
[ [ "account_id", "district_id", "frequency", "date" ], [ "1", "18", "POPLATEK MESICNE", "1995-03-24" ], [ "2", "1", "POPLATEK MESICNE", "1993-02-26" ], [ "3", "5", "POPLATEK MESICNE", "1997-07-07" ], [ "4", "12", "POPLATEK MESICNE", "1996-02-21" ], [ "5", "15", "POPLATEK MESICNE", "1997-05-30" ], [ "6", "51", "POPLATEK MESICNE", "1994-09-27" ], [ "7", "60", "POPLATEK MESICNE", "1996-11-24" ], [ "8", "57", "POPLATEK MESICNE", "1995-09-21" ], [ "9", "70", "POPLATEK MESICNE", "1993-01-27" ], [ "10", "54", "POPLATEK MESICNE", "1996-08-28" ], [ "11", "76", "POPLATEK MESICNE", "1995-10-10" ], [ "12", "21", "POPLATEK MESICNE", "1997-04-15" ], [ "13", "76", "POPLATEK MESICNE", "1997-08-17" ], [ "14", "47", "POPLATEK MESICNE", "1996-11-27" ], [ "15", "70", "POPLATEK MESICNE", "1993-10-02" ], [ "16", "12", "POPLATEK MESICNE", "1997-09-23" ], [ "17", "1", "POPLATEK MESICNE", "1997-01-08" ], [ "18", "43", "POPLATEK TYDNE", "1993-05-26" ], [ "19", "21", "POPLATEK MESICNE", "1995-04-07" ], [ "20", "74", "POPLATEK MESICNE", "1996-08-24" ], [ "21", "54", "POPLATEK MESICNE", "1997-12-06" ], [ "22", "1", "POPLATEK MESICNE", "1994-03-23" ], [ "23", "30", "POPLATEK MESICNE", "1993-05-22" ], [ "24", "74", "POPLATEK MESICNE", "1996-12-05" ], [ "25", "68", "POPLATEK MESICNE", "1996-07-28" ], [ "26", "52", "POPLATEK MESICNE", "1993-08-08" ], [ "27", "73", "POPLATEK MESICNE", "1993-09-26" ], [ "29", "7", "POPLATEK MESICNE", "1994-11-24" ], [ "30", "36", "POPLATEK MESICNE", "1995-03-04" ], [ "31", "68", "POPLATEK MESICNE", "1994-04-27" ], [ "32", "5", "POPLATEK MESICNE", "1995-08-28" ], [ "33", "22", "POPLATEK MESICNE", "1993-08-26" ], [ "34", "67", "POPLATEK TYDNE", "1993-09-17" ], [ "35", "75", "POPLATEK MESICNE", "1993-07-07" ], [ "36", "1", "POPLATEK MESICNE", "1993-07-01" ], [ "37", "20", "POPLATEK MESICNE", "1997-08-18" ], [ "38", "19", "POPLATEK TYDNE", "1997-08-08" ], [ "39", "36", "POPLATEK MESICNE", "1993-09-22" ], [ "40", "64", "POPLATEK MESICNE", "1993-10-25" ], [ "41", "72", "POPLATEK MESICNE", "1997-08-02" ], [ "42", "39", "POPLATEK MESICNE", "1996-08-16" ], [ "43", "36", "POPLATEK MESICNE", "1994-06-12" ], [ "44", "32", "POPLATEK MESICNE", "1993-05-10" ], [ "45", "64", "POPLATEK MESICNE", "1997-09-02" ], [ "47", "45", "POPLATEK MESICNE", "1993-08-08" ], [ "48", "21", "POPLATEK MESICNE", "1996-11-17" ], [ "49", "1", "POPLATEK MESICNE", "1997-04-06" ], [ "50", "1", "POPLATEK MESICNE", "1994-05-06" ], [ "51", "67", "POPLATEK MESICNE", "1996-05-11" ], [ "52", "16", "POPLATEK MESICNE", "1997-01-29" ], [ "53", "77", "POPLATEK MESICNE", "1995-06-07" ], [ "54", "4", "POPLATEK MESICNE", "1995-05-02" ], [ "55", "20", "POPLATEK MESICNE", "1996-02-19" ], [ "56", "50", "POPLATEK MESICNE", "1994-05-16" ], [ "57", "1", "POPLATEK MESICNE", "1995-05-21" ], [ "58", "29", "POPLATEK MESICNE", "1996-08-23" ], [ "59", "43", "POPLATEK MESICNE", "1994-03-27" ], [ "61", "70", "POPLATEK MESICNE", "1993-12-11" ], [ "62", "47", "POPLATEK MESICNE", "1993-03-28" ], [ "63", "22", "POPLATEK MESICNE", "1996-11-16" ], [ "64", "64", "POPLATEK MESICNE", "1997-03-11" ], [ "65", "36", "POPLATEK MESICNE", "1996-10-29" ], [ "66", "48", "POPLATEK PO OBRATU", "1993-12-03" ], [ "67", "16", "POPLATEK MESICNE", "1994-10-19" ], [ "68", "37", "POPLATEK PO OBRATU", "1994-12-20" ], [ "69", "64", "POPLATEK MESICNE", "1996-01-12" ], [ "70", "8", "POPLATEK MESICNE", "1995-02-18" ], [ "71", "1", "POPLATEK MESICNE", "1994-03-05" ], [ "72", "1", "POPLATEK TYDNE", "1996-06-20" ], [ "73", "72", "POPLATEK MESICNE", "1993-11-08" ], [ "75", "1", "POPLATEK MESICNE", "1995-08-13" ], [ "76", "52", "POPLATEK MESICNE", "1996-05-16" ], [ "77", "63", "POPLATEK MESICNE", "1996-11-19" ], [ "78", "74", "POPLATEK MESICNE", "1993-07-07" ], [ "79", "3", "POPLATEK MESICNE", "1996-11-29" ], [ "80", "43", "POPLATEK MESICNE", "1995-09-27" ], [ "81", "74", "POPLATEK MESICNE", "1996-07-18" ], [ "82", "26", "POPLATEK MESICNE", "1994-05-03" ], [ "83", "26", "POPLATEK MESICNE", "1993-04-16" ], [ "84", "44", "POPLATEK PO OBRATU", "1995-12-25" ], [ "85", "68", "POPLATEK MESICNE", "1997-03-23" ], [ "86", "54", "POPLATEK MESICNE", "1993-03-07" ], [ "88", "31", "POPLATEK MESICNE", "1996-07-03" ], [ "89", "68", "POPLATEK MESICNE", "1997-09-25" ], [ "90", "1", "POPLATEK MESICNE", "1994-07-13" ], [ "91", "17", "POPLATEK MESICNE", "1996-11-06" ], [ "93", "2", "POPLATEK MESICNE", "1996-06-12" ], [ "95", "1", "POPLATEK MESICNE", "1995-03-30" ], [ "96", "68", "POPLATEK MESICNE", "1993-02-18" ], [ "97", "74", "POPLATEK MESICNE", "1996-05-05" ], [ "98", "55", "POPLATEK MESICNE", "1997-05-02" ], [ "99", "1", "POPLATEK MESICNE", "1995-06-27" ], [ "100", "41", "POPLATEK MESICNE", "1993-12-28" ], [ "101", "35", "POPLATEK MESICNE", "1996-04-16" ], [ "102", "11", "POPLATEK MESICNE", "1993-10-16" ], [ "103", "44", "POPLATEK MESICNE", "1996-03-10" ], [ "104", "37", "POPLATEK MESICNE", "1993-04-15" ], [ "105", "21", "POPLATEK MESICNE", "1997-07-10" ], [ "106", "63", "POPLATEK MESICNE", "1994-11-27" ], [ "107", "64", "POPLATEK MESICNE", "1993-11-05" ] ]
account
financial
{ "column_descriptions": [ "the id of the account", "location of branch", "frequency of the acount", "the creation date of the account" ], "column_names_cleaned": [ "account id", "location of branch", "frequency", "date" ], "column_types": [ "integer", "integer", "text", "date" ], "foreign_keys": [ { "column_name": "district_id", "referenced_column_name": "district_id", "referenced_table_name": "district" } ], "primary_key": [ "account_id" ] }
[ [ "card_id", "disp_id", "type", "issued" ], [ "1", "9", "gold", "1998-10-16" ], [ "2", "19", "classic", "1998-03-13" ], [ "3", "41", "gold", "1995-09-03" ], [ "4", "42", "classic", "1998-11-26" ], [ "5", "51", "junior", "1995-04-24" ], [ "7", "56", "classic", "1998-06-11" ], [ "8", "60", "junior", "1998-05-20" ], [ "9", "76", "classic", "1997-10-25" ], [ "10", "77", "classic", "1996-12-07" ], [ "11", "79", "gold", "1997-10-25" ], [ "12", "83", "junior", "1996-09-11" ], [ "13", "87", "classic", "1994-06-29" ], [ "14", "112", "classic", "1996-02-17" ], [ "15", "114", "classic", "1995-03-05" ], [ "16", "116", "classic", "1998-06-23" ], [ "17", "127", "classic", "1998-06-07" ], [ "18", "128", "classic", "1995-08-25" ], [ "19", "130", "classic", "1997-09-09" ], [ "20", "131", "classic", "1998-12-02" ], [ "21", "132", "classic", "1998-02-26" ], [ "22", "138", "classic", "1997-01-11" ], [ "23", "146", "classic", "1998-10-03" ], [ "24", "153", "junior", "1996-08-05" ], [ "25", "158", "classic", "1997-12-06" ], [ "26", "161", "classic", "1998-09-14" ], [ "27", "167", "junior", "1998-11-15" ], [ "28", "174", "junior", "1998-01-22" ], [ "29", "192", "classic", "1998-08-20" ], [ "30", "202", "classic", "1997-10-01" ], [ "31", "208", "classic", "1998-10-21" ], [ "32", "219", "classic", "1998-08-06" ], [ "33", "221", "junior", "1997-12-03" ], [ "34", "225", "classic", "1998-03-20" ], [ "35", "231", "classic", "1998-10-07" ], [ "36", "236", "classic", "1998-09-28" ], [ "37", "238", "classic", "1996-04-20" ], [ "38", "242", "classic", "1996-08-31" ], [ "39", "254", "classic", "1998-07-14" ], [ "40", "255", "classic", "1996-10-13" ], [ "41", "256", "classic", "1997-08-31" ], [ "42", "264", "junior", "1998-07-28" ], [ "43", "267", "classic", "1997-08-29" ], [ "44", "268", "junior", "1996-05-17" ], [ "45", "272", "classic", "1997-12-05" ], [ "46", "273", "classic", "1998-11-10" ], [ "47", "280", "classic", "1998-08-13" ], [ "48", "295", "classic", "1998-03-10" ], [ "49", "305", "classic", "1997-10-03" ], [ "50", "309", "classic", "1997-05-28" ], [ "51", "321", "classic", "1997-11-21" ], [ "52", "326", "gold", "1998-04-10" ], [ "53", "333", "classic", "1998-10-13" ], [ "54", "334", "classic", "1997-01-24" ], [ "55", "335", "classic", "1998-01-25" ], [ "56", "339", "classic", "1998-11-22" ], [ "57", "347", "classic", "1996-11-09" ], [ "58", "358", "classic", "1998-03-11" ], [ "59", "365", "classic", "1997-10-27" ], [ "60", "370", "classic", "1998-10-18" ], [ "61", "374", "classic", "1998-10-18" ], [ "63", "378", "junior", "1998-03-27" ], [ "64", "402", "classic", "1998-05-10" ], [ "65", "414", "classic", "1998-02-02" ], [ "66", "425", "classic", "1998-07-08" ], [ "67", "429", "junior", "1998-01-28" ], [ "68", "434", "classic", "1998-01-31" ], [ "69", "438", "classic", "1997-05-17" ], [ "70", "439", "classic", "1994-02-08" ], [ "71", "441", "classic", "1998-04-11" ], [ "72", "447", "classic", "1998-03-09" ], [ "73", "451", "junior", "1998-07-21" ], [ "74", "453", "classic", "1998-10-18" ], [ "75", "457", "classic", "1997-07-29" ], [ "76", "464", "classic", "1998-12-23" ], [ "77", "466", "classic", "1998-08-13" ], [ "78", "468", "classic", "1998-08-04" ], [ "79", "469", "classic", "1998-09-02" ], [ "80", "471", "classic", "1998-06-25" ], [ "81", "473", "classic", "1997-12-17" ], [ "82", "474", "classic", "1997-05-07" ], [ "83", "483", "classic", "1998-01-05" ], [ "84", "487", "classic", "1996-06-26" ], [ "85", "489", "classic", "1995-12-31" ], [ "86", "490", "classic", "1997-11-28" ], [ "87", "493", "classic", "1996-11-02" ], [ "88", "496", "classic", "1996-11-04" ], [ "89", "497", "classic", "1998-04-22" ], [ "90", "503", "classic", "1997-06-04" ], [ "91", "504", "junior", "1997-09-01" ], [ "92", "508", "classic", "1995-11-20" ], [ "93", "510", "classic", "1997-11-09" ], [ "94", "513", "classic", "1997-11-06" ], [ "95", "519", "junior", "1998-08-01" ], [ "96", "528", "classic", "1998-08-26" ], [ "97", "531", "junior", "1995-09-19" ], [ "98", "537", "classic", "1995-09-06" ], [ "99", "548", "gold", "1996-10-09" ], [ "100", "562", "gold", "1998-02-21" ], [ "101", "566", "classic", "1998-06-19" ], [ "102", "575", "classic", "1998-11-12" ] ]
card
financial
{ "column_descriptions": [ "id number of credit card", "disposition id", "type of credit card", "the date when the credit card issued" ], "column_names_cleaned": [ "credit card id", "disposition id", "type", "issued" ], "column_types": [ "integer", "integer", "text", "date" ], "foreign_keys": [ { "column_name": "disp_id", "referenced_column_name": "disp_id", "referenced_table_name": "disp" } ], "primary_key": [ "card_id" ] }
[ [ "client_id", "gender", "birth_date", "district_id" ], [ "1", "F", "1970-12-13", "18" ], [ "2", "M", "1945-02-04", "1" ], [ "3", "F", "1940-10-09", "1" ], [ "4", "M", "1956-12-01", "5" ], [ "5", "F", "1960-07-03", "5" ], [ "6", "M", "1919-09-22", "12" ], [ "7", "M", "1929-01-25", "15" ], [ "8", "F", "1938-02-21", "51" ], [ "9", "M", "1935-10-16", "60" ], [ "10", "M", "1943-05-01", "57" ], [ "11", "F", "1950-08-22", "57" ], [ "12", "M", "1981-02-20", "40" ], [ "13", "F", "1974-05-29", "54" ], [ "14", "F", "1942-06-22", "76" ], [ "15", "F", "1918-08-28", "21" ], [ "16", "M", "1919-02-25", "21" ], [ "17", "M", "1934-10-13", "76" ], [ "18", "F", "1931-04-05", "76" ], [ "19", "M", "1942-12-28", "47" ], [ "20", "M", "1979-01-04", "46" ], [ "21", "F", "1952-10-29", "12" ], [ "22", "F", "1969-10-11", "1" ], [ "23", "M", "1973-05-29", "1" ], [ "24", "F", "1939-07-29", "43" ], [ "25", "F", "1939-04-23", "21" ], [ "26", "F", "1969-04-20", "74" ], [ "27", "F", "1966-03-26", "54" ], [ "28", "M", "1945-09-29", "1" ], [ "29", "F", "1951-09-11", "30" ], [ "30", "F", "1957-10-09", "74" ], [ "31", "M", "1962-02-09", "68" ], [ "32", "M", "1980-07-28", "52" ], [ "33", "F", "1948-12-04", "73" ], [ "36", "F", "1978-07-17", "7" ], [ "37", "M", "1970-08-10", "7" ], [ "38", "F", "1973-07-23", "36" ], [ "39", "M", "1968-01-25", "68" ], [ "40", "F", "1957-01-22", "5" ], [ "41", "M", "1968-08-27", "22" ], [ "42", "M", "1935-08-17", "68" ], [ "43", "M", "1920-10-28", "75" ], [ "44", "F", "1977-01-11", "38" ], [ "45", "M", "1952-08-26", "20" ], [ "46", "F", "1940-01-30", "19" ], [ "47", "M", "1934-07-14", "76" ], [ "48", "M", "1940-02-09", "16" ], [ "49", "F", "1959-05-11", "72" ], [ "50", "F", "1978-07-30", "39" ], [ "51", "F", "1979-12-02", "36" ], [ "52", "M", "1924-12-12", "32" ], [ "53", "M", "1977-05-05", "64" ], [ "55", "F", "1948-09-18", "45" ], [ "56", "M", "1960-03-31", "21" ], [ "57", "F", "1961-12-17", "21" ], [ "58", "F", "1927-04-29", "1" ], [ "59", "M", "1957-02-18", "1" ], [ "60", "M", "1980-02-19", "67" ], [ "61", "F", "1948-08-06", "16" ], [ "62", "M", "1932-12-08", "77" ], [ "63", "M", "1959-06-04", "4" ], [ "64", "M", "1926-04-22", "20" ], [ "65", "F", "1943-05-27", "50" ], [ "66", "F", "1951-11-10", "1" ], [ "67", "F", "1932-11-11", "29" ], [ "68", "M", "1946-12-14", "43" ], [ "70", "M", "1925-12-22", "70" ], [ "71", "F", "1927-02-06", "70" ], [ "72", "M", "1923-01-13", "47" ], [ "73", "M", "1924-02-20", "22" ], [ "74", "F", "1925-07-26", "22" ], [ "75", "F", "1977-09-19", "64" ], [ "76", "F", "1967-10-01", "36" ], [ "77", "F", "1956-02-18", "1" ], [ "78", "F", "1944-06-13", "16" ], [ "79", "F", "1969-03-10", "37" ], [ "80", "F", "1979-02-25", "64" ], [ "81", "M", "1976-04-29", "8" ], [ "82", "F", "1979-12-25", "8" ], [ "83", "F", "1978-12-25", "1" ], [ "84", "M", "1979-05-05", "1" ], [ "85", "M", "1961-08-27", "1" ], [ "86", "F", "1969-07-20", "1" ], [ "87", "F", "1946-11-17", "72" ], [ "89", "F", "1951-05-05", "1" ], [ "90", "M", "1975-08-17", "52" ], [ "91", "M", "1940-08-07", "63" ], [ "92", "F", "1966-06-12", "74" ], [ "93", "M", "1925-02-16", "3" ], [ "94", "M", "1947-09-09", "43" ], [ "95", "F", "1952-08-03", "43" ], [ "96", "M", "1972-02-29", "74" ], [ "97", "M", "1965-11-28", "26" ], [ "98", "F", "1973-05-04", "33" ], [ "99", "M", "1973-01-26", "33" ], [ "100", "F", "1942-08-11", "44" ], [ "101", "M", "1943-01-23", "68" ], [ "102", "F", "1958-09-10", "74" ], [ "103", "M", "1955-07-11", "74" ], [ "105", "M", "1980-05-26", "31" ], [ "106", "F", "1968-12-30", "68" ] ]
client
financial
{ "column_descriptions": [ "the unique number", "nan", "birth date", "location of branch" ], "column_names_cleaned": [ "client_id", "gender", "birth_date", "location of branch" ], "column_types": [ "integer", "text", "date", "integer" ], "foreign_keys": [ { "column_name": "district_id", "referenced_column_name": "district_id", "referenced_table_name": "district" } ], "primary_key": [ "client_id" ] }
[ [ "disp_id", "client_id", "account_id", "type" ], [ "1", "1", "1", "OWNER" ], [ "2", "2", "2", "OWNER" ], [ "3", "3", "2", "DISPONENT" ], [ "4", "4", "3", "OWNER" ], [ "5", "5", "3", "DISPONENT" ], [ "6", "6", "4", "OWNER" ], [ "7", "7", "5", "OWNER" ], [ "8", "8", "6", "OWNER" ], [ "9", "9", "7", "OWNER" ], [ "10", "10", "8", "OWNER" ], [ "11", "11", "8", "DISPONENT" ], [ "12", "12", "9", "OWNER" ], [ "13", "13", "10", "OWNER" ], [ "14", "14", "11", "OWNER" ], [ "15", "15", "12", "OWNER" ], [ "16", "16", "12", "DISPONENT" ], [ "17", "17", "13", "OWNER" ], [ "18", "18", "13", "DISPONENT" ], [ "19", "19", "14", "OWNER" ], [ "20", "20", "15", "OWNER" ], [ "21", "21", "16", "OWNER" ], [ "22", "22", "17", "OWNER" ], [ "23", "23", "17", "DISPONENT" ], [ "24", "24", "18", "OWNER" ], [ "25", "25", "19", "OWNER" ], [ "26", "26", "20", "OWNER" ], [ "27", "27", "21", "OWNER" ], [ "28", "28", "22", "OWNER" ], [ "29", "29", "23", "OWNER" ], [ "30", "30", "24", "OWNER" ], [ "31", "31", "25", "OWNER" ], [ "32", "32", "26", "OWNER" ], [ "33", "33", "27", "OWNER" ], [ "36", "36", "29", "OWNER" ], [ "37", "37", "29", "DISPONENT" ], [ "38", "38", "30", "OWNER" ], [ "39", "39", "31", "OWNER" ], [ "40", "40", "32", "OWNER" ], [ "41", "41", "33", "OWNER" ], [ "42", "42", "34", "OWNER" ], [ "43", "43", "35", "OWNER" ], [ "44", "44", "36", "OWNER" ], [ "45", "45", "37", "OWNER" ], [ "46", "46", "38", "OWNER" ], [ "47", "47", "39", "OWNER" ], [ "48", "48", "40", "OWNER" ], [ "49", "49", "41", "OWNER" ], [ "50", "50", "42", "OWNER" ], [ "51", "51", "43", "OWNER" ], [ "52", "52", "44", "OWNER" ], [ "53", "53", "45", "OWNER" ], [ "55", "55", "47", "OWNER" ], [ "56", "56", "48", "OWNER" ], [ "57", "57", "48", "DISPONENT" ], [ "58", "58", "49", "OWNER" ], [ "59", "59", "50", "OWNER" ], [ "60", "60", "51", "OWNER" ], [ "61", "61", "52", "OWNER" ], [ "62", "62", "53", "OWNER" ], [ "63", "63", "54", "OWNER" ], [ "64", "64", "55", "OWNER" ], [ "65", "65", "56", "OWNER" ], [ "66", "66", "57", "OWNER" ], [ "67", "67", "58", "OWNER" ], [ "68", "68", "59", "OWNER" ], [ "70", "70", "61", "OWNER" ], [ "71", "71", "61", "DISPONENT" ], [ "72", "72", "62", "OWNER" ], [ "73", "73", "63", "OWNER" ], [ "74", "74", "63", "DISPONENT" ], [ "75", "75", "64", "OWNER" ], [ "76", "76", "65", "OWNER" ], [ "77", "77", "66", "OWNER" ], [ "78", "78", "67", "OWNER" ], [ "79", "79", "68", "OWNER" ], [ "80", "80", "69", "OWNER" ], [ "81", "81", "70", "OWNER" ], [ "82", "82", "70", "DISPONENT" ], [ "83", "83", "71", "OWNER" ], [ "84", "84", "71", "DISPONENT" ], [ "85", "85", "72", "OWNER" ], [ "86", "86", "72", "DISPONENT" ], [ "87", "87", "73", "OWNER" ], [ "89", "89", "75", "OWNER" ], [ "90", "90", "76", "OWNER" ], [ "91", "91", "77", "OWNER" ], [ "92", "92", "78", "OWNER" ], [ "93", "93", "79", "OWNER" ], [ "94", "94", "80", "OWNER" ], [ "95", "95", "80", "DISPONENT" ], [ "96", "96", "81", "OWNER" ], [ "97", "97", "82", "OWNER" ], [ "98", "98", "83", "OWNER" ], [ "99", "99", "83", "DISPONENT" ], [ "100", "100", "84", "OWNER" ], [ "101", "101", "85", "OWNER" ], [ "102", "102", "86", "OWNER" ], [ "103", "103", "86", "DISPONENT" ], [ "105", "105", "88", "OWNER" ], [ "106", "106", "89", "OWNER" ] ]
disp
financial
{ "column_descriptions": [ "unique number of identifying this row of record", "id number of client", "id number of account", "type of disposition" ], "column_names_cleaned": [ "disposition id", "client_id", "account_id", "type" ], "column_types": [ "integer", "integer", "integer", "text" ], "foreign_keys": [ { "column_name": "client_id", "referenced_column_name": "client_id", "referenced_table_name": "client" }, { "column_name": "account_id", "referenced_column_name": "account_id", "referenced_table_name": "account" } ], "primary_key": [ "disp_id" ] }
[ [ "district_id", "A2", "A3", "A4", "A5", "A6", "A7", "A8", "A9", "A10", "A11", "A12", "A13", "A14", "A15", "A16" ], [ "1", "Hl.m. 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district
financial
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"3425.0", "C" ], [ "5265", "1498", "1998-10-07", "165780", "60", "2763.0", "C" ], [ "5269", "1527", "1994-11-19", "164052", "36", "4557.0", "B" ], [ "5270", "1528", "1997-07-21", "191088", "48", "3981.0", "C" ], [ "5281", "1580", "1997-11-27", "194256", "24", "8094.0", "C" ], [ "5282", "1583", "1996-08-24", "388512", "48", "8094.0", "D" ], [ "5285", "1603", "1994-02-06", "78936", "12", "6578.0", "A" ], [ "5287", "1638", "1998-01-26", "64224", "24", "2676.0", "C" ], [ "5293", "1656", "1998-10-29", "189792", "48", "3954.0", "C" ], [ "5301", "1698", "1996-07-06", "141948", "36", "3943.0", "C" ], [ "5304", "1718", "1998-08-20", "172272", "24", "7178.0", "C" ], [ "5310", "1762", "1995-04-28", "248148", "36", "6893.0", "A" ], [ "5311", "1766", "1996-06-15", "30060", "60", "501.0", "C" ], [ "5312", "1772", "1996-03-13", "202788", "36", "5633.0", "C" ], [ "5313", "1776", "1998-05-27", "43200", "24", "1800.0", "C" ], [ "5314", "1787", "1993-07-05", "96396", "12", "8033.0", "B" ], [ "5316", 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loan
financial
{ "column_descriptions": [ "the id number identifying the loan data", "the id number identifying the account", "the date when the loan is approved", "approved amount", "loan duration", "monthly payments", "repayment status" ], "column_names_cleaned": [ "loan_id", "account_id", "date", "amount", "duration", "monthly payments", "status" ], "column_types": [ "integer", "integer", "date", "integer", "integer", "real", "text" ], "foreign_keys": [ { "column_name": "account_id", "referenced_column_name": "account_id", "referenced_table_name": "account" } ], "primary_key": [ "loan_id" ] }
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order
financial
{ "column_descriptions": [ "identifying the unique order", "id number of account", "bank of the recipient", "account of the recipient", "debited amount", "purpose of the payment" ], "column_names_cleaned": [ "order_id", "account_id", "bank of the recipient", "account of the recipient", "debited amount", "characterization of the payment" ], "column_types": [ "integer", "integer", "text", "integer", "real", "text" ], "foreign_keys": [ { "column_name": "account_id", "referenced_column_name": "account_id", "referenced_table_name": "account" } ], "primary_key": [ "order_id" ] }
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"1998-06-13", "PRIJEM", "PREVOD Z UCTU", "3679", "17957", "None", "AB", "41403269" ], [ "44", "1", "1998-07-13", "PRIJEM", "PREVOD Z UCTU", "3679", "18790", "None", "AB", "41403269" ], [ "45", "1", "1998-08-13", "PRIJEM", "PREVOD Z UCTU", "3679", "19808", "None", "AB", "41403269" ], [ "46", "1", "1998-09-13", "PRIJEM", "PREVOD Z UCTU", "3679", "14598", "None", "AB", "41403269" ], [ "47", "1", "1998-10-13", "PRIJEM", "PREVOD Z UCTU", "3679", "15869", "None", "AB", "41403269" ], [ "48", "1", "1998-11-13", "PRIJEM", "PREVOD Z UCTU", "3679", "17144", "None", "AB", "41403269" ], [ "49", "1", "1998-12-13", "PRIJEM", "PREVOD Z UCTU", "3679", "13414", "None", "AB", "41403269" ], [ "58", "1", "1995-09-05", "VYDAJ", "PREVOD NA UCET", "2452", "19035", "SIPO", "YZ", "87144583" ], [ "59", "1", "1995-10-05", "VYDAJ", "PREVOD NA UCET", "2452", "19639", "SIPO", "YZ", "87144583" ], [ "60", "1", "1995-11-05", "VYDAJ", "PREVOD NA UCET", "2452", "18042", "SIPO", "YZ", "87144583" ], [ "61", "1", "1995-12-05", "VYDAJ", "PREVOD NA UCET", "2452", "16570", "SIPO", "YZ", "87144583" ], [ "62", "1", "1996-01-05", "VYDAJ", "PREVOD NA UCET", "2452", "15511", "SIPO", "YZ", "87144583" ], [ "63", "1", "1996-02-05", "VYDAJ", "PREVOD NA UCET", "2452", "11128", "SIPO", "YZ", "87144583" ], [ "64", "1", "1996-03-05", "VYDAJ", "PREVOD NA UCET", "2452", "12500", "SIPO", "YZ", "87144583" ], [ "65", "1", "1996-04-05", "VYDAJ", "PREVOD NA UCET", "2452", "13978", "SIPO", "YZ", "87144583" ], [ "66", "1", "1996-05-05", "VYDAJ", "PREVOD NA UCET", "2452", "13258", "SIPO", "YZ", "87144583" ], [ "67", "1", "1996-06-05", "VYDAJ", "PREVOD NA UCET", "2452", "11973", "SIPO", "YZ", "87144583" ], [ "68", "1", "1996-07-05", "VYDAJ", "PREVOD NA UCET", "2452", "14291", "SIPO", "YZ", "87144583" ], [ "69", "1", "1996-08-05", "VYDAJ", "PREVOD NA UCET", "2452", "14447", "SIPO", "YZ", "87144583" ], [ "70", "1", "1996-09-05", "VYDAJ", "PREVOD NA UCET", "2452", "16725", "SIPO", "YZ", "87144583" ], [ "71", "1", "1996-10-05", "VYDAJ", "PREVOD NA UCET", "2452", "16316", "SIPO", "YZ", "87144583" ], [ "72", "1", "1996-11-05", "VYDAJ", "PREVOD NA UCET", "2452", "14332", "SIPO", "YZ", "87144583" ], [ "73", "1", "1996-12-05", "VYDAJ", "PREVOD NA UCET", "2452", "12816", "SIPO", "YZ", "87144583" ], [ "74", "1", "1997-01-05", "VYDAJ", "PREVOD NA UCET", "2452", "10208", "SIPO", "YZ", "87144583" ], [ "75", "1", "1997-02-05", "VYDAJ", "PREVOD NA UCET", "2452", "10366", "SIPO", "YZ", "87144583" ], [ "76", "1", "1997-03-05", "VYDAJ", "PREVOD NA UCET", "2452", "12136", "SIPO", "YZ", "87144583" ], [ "77", "1", "1997-04-05", "VYDAJ", "PREVOD NA UCET", "2452", "8801", "SIPO", "YZ", "87144583" ], [ "78", "1", "1997-05-05", "VYDAJ", "PREVOD NA UCET", "2452", "10063", "SIPO", "YZ", "87144583" ], [ "79", "1", "1997-06-05", "VYDAJ", "PREVOD NA UCET", "2452", "10159", "SIPO", "YZ", "87144583" ], [ "80", "1", "1997-07-05", "VYDAJ", "PREVOD NA UCET", "2452", "11427", "SIPO", "YZ", "87144583" ], [ "81", "1", "1997-08-05", "VYDAJ", "PREVOD NA UCET", "2452", "14203", "SIPO", "YZ", "87144583" ], [ "82", "1", "1997-09-05", "VYDAJ", "PREVOD NA UCET", "2452", "13413", "SIPO", "YZ", "87144583" ], [ "83", "1", "1997-10-05", "VYDAJ", "PREVOD NA UCET", "2452", "14300", "SIPO", "YZ", "87144583" ], [ "84", "1", "1997-11-05", "VYDAJ", "PREVOD NA UCET", "2452", "15585", "SIPO", "YZ", "87144583" ], [ "85", "1", "1997-12-05", "VYDAJ", "PREVOD NA UCET", "2452", "15770", "SIPO", "YZ", "87144583" ], [ "86", "1", "1998-01-05", "VYDAJ", "PREVOD NA UCET", "2452", "11774", "SIPO", "YZ", "87144583" ], [ "87", "1", "1998-02-05", "VYDAJ", "PREVOD NA UCET", "2452", "10722", "SIPO", "YZ", "87144583" ], [ "88", "1", "1998-03-05", "VYDAJ", "PREVOD NA UCET", "2452", "12491", "SIPO", "YZ", "87144583" ], [ "89", "1", "1998-04-05", "VYDAJ", "PREVOD NA UCET", "2452", "11906", "SIPO", "YZ", "87144583" ], [ "90", "1", "1998-05-05", "VYDAJ", "PREVOD NA UCET", "2452", "12998", "SIPO", "YZ", "87144583" ], [ "91", "1", "1998-06-05", "VYDAJ", "PREVOD NA UCET", "2452", "14278", "SIPO", "YZ", "87144583" ], [ "92", "1", "1998-07-05", "VYDAJ", "PREVOD NA UCET", "2452", "15111", "SIPO", "YZ", "87144583" ], [ "93", "1", "1998-08-05", "VYDAJ", "PREVOD NA UCET", "2452", "16129", "SIPO", "YZ", "87144583" ], [ "94", "1", "1998-09-05", "VYDAJ", "PREVOD NA UCET", "2452", "10919", "SIPO", "YZ", "87144583" ], [ "95", "1", "1998-10-05", "VYDAJ", "PREVOD NA UCET", "2452", "12190", "SIPO", "YZ", "87144583" ], [ "96", "1", "1998-11-05", "VYDAJ", "PREVOD NA UCET", "2452", "13465", "SIPO", "YZ", "87144583" ], [ "97", "1", "1998-12-05", "VYDAJ", "PREVOD NA UCET", "2452", "9735", "SIPO", "YZ", "87144583" ], [ "98", "1", "1995-12-24", "VYDAJ", "VYBER", "540", "18109", "None", "None", "None" ], [ "99", "1", "1996-12-18", "VYDAJ", "VYBER", "180", "12615", "None", "None", "None" ], [ "108", "1", "1996-01-21", "VYDAJ", "VYBER", "870", "13950", "None", "None", "None" ], [ "109", "1", "1996-01-18", "VYDAJ", "VYBER", "150", "14820", "None", "None", "None" ], [ "110", "1", "1996-01-04", "VYDAJ", "VYBER", "210", "17963", "None", "None", "None" ], [ "111", "1", "1996-01-09", "VYDAJ", "VYBER", "720", "14611", "None", "None", "None" ], [ "112", "1", "1996-01-09", "VYDAJ", "VYBER", "180", "15331", "None", "None", "None" ], [ "113", "1", "1996-01-10", "VYDAJ", "VYBER", "420", "14191", "None", "None", "None" ], [ "114", "1", "1997-01-30", "VYDAJ", "VYBER", "840", "12777", "None", "None", "None" ], [ "117", "1", "1997-01-13", "VYDAJ", "VYBER", "630", "14457", "None", "None", "None" ], [ "118", "1", "1997-01-22", "VYDAJ", "VYBER", "450", "13617", "None", "None", "None" ], [ "119", "1", "1997-01-19", "VYDAJ", "VYBER", "390", "14067", "None", "None", "None" ], [ "121", "1", "1998-01-03", "VYDAJ", "VYBER", "570", "14226", "None", "None", "None" ], [ "122", "1", "1998-01-28", "VYDAJ", "VYBER", "480", "13133", "None", "None", "None" ] ]
trans
financial
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[ [ "circuitId", "circuitRef", "name", "location", "country", "lat", "lng", "alt", "url" ], [ "2", "sepang", "Sepang International Circuit", "Kuala Lumpur", "Malaysia", "2.76083", "101.738", "None", "http://en.wikipedia.org/wiki/Sepang_International_Circuit" ], [ "3", "bahrain", "Bahrain International Circuit", "Sakhir", "Bahrain", "26.0325", "50.5106", "None", "http://en.wikipedia.org/wiki/Bahrain_International_Circuit" ], [ "4", "catalunya", "Circuit de Barcelona-Catalunya", "Montmeló", "Spain", "41.57", "2.26111", "None", "http://en.wikipedia.org/wiki/Circuit_de_Barcelona-Catalunya" ], [ "5", "istanbul", "Istanbul Park", "Istanbul", "Turkey", "40.9517", "29.405", "None", "http://en.wikipedia.org/wiki/Istanbul_Park" ], [ "6", "monaco", "Circuit de Monaco", "Monte-Carlo", "Monaco", "43.7347", "7.42056", "None", "http://en.wikipedia.org/wiki/Circuit_de_Monaco" ], [ "7", "villeneuve", "Circuit Gilles Villeneuve", "Montreal", "Canada", "45.5", "-73.5228", "None", "http://en.wikipedia.org/wiki/Circuit_Gilles_Villeneuve" ], [ "8", "magny_cours", "Circuit de Nevers Magny-Cours", "Magny Cours", "France", "46.8642", "3.16361", "None", "http://en.wikipedia.org/wiki/Circuit_de_Nevers_Magny-Cours" ], [ "9", "silverstone", "Silverstone Circuit", "Silverstone", "UK", "52.0786", "-1.01694", "None", "http://en.wikipedia.org/wiki/Silverstone_Circuit" ], [ "10", "hockenheimring", "Hockenheimring", "Hockenheim", "Germany", "49.3278", "8.56583", "None", "http://en.wikipedia.org/wiki/Hockenheimring" ], [ "11", "hungaroring", "Hungaroring", "Budapest", "Hungary", "47.5789", "19.2486", "None", "http://en.wikipedia.org/wiki/Hungaroring" ], [ "12", "valencia", "Valencia Street Circuit", "Valencia", "Spain", "39.4589", "-0.331667", "None", "http://en.wikipedia.org/wiki/Valencia_Street_Circuit" ], [ "13", "spa", "Circuit de Spa-Francorchamps", "Spa", "Belgium", "50.4372", "5.97139", "None", "http://en.wikipedia.org/wiki/Circuit_de_Spa-Francorchamps" ], [ "14", "monza", "Autodromo Nazionale di Monza", "Monza", "Italy", "45.6156", "9.28111", "None", "http://en.wikipedia.org/wiki/Autodromo_Nazionale_Monza" ], [ "15", "marina_bay", "Marina Bay Street Circuit", "Marina Bay", "Singapore", "1.2914", "103.864", "None", "http://en.wikipedia.org/wiki/Marina_Bay_Street_Circuit" ], [ "16", "fuji", "Fuji Speedway", "Oyama", "Japan", "35.3717", "138.927", "None", "http://en.wikipedia.org/wiki/Fuji_Speedway" ], [ "17", "shanghai", "Shanghai International Circuit", "Shanghai", "China", "31.3389", "121.22", "None", "http://en.wikipedia.org/wiki/Shanghai_International_Circuit" ], [ "18", "interlagos", "Autódromo José Carlos Pace", "São Paulo", "Brazil", "-23.7036", "-46.6997", "None", "http://en.wikipedia.org/wiki/Aut%C3%B3dromo_Jos%C3%A9_Carlos_Pace" ], [ "19", "indianapolis", "Indianapolis Motor Speedway", "Indianapolis", "USA", "39.795", "-86.2347", "None", "http://en.wikipedia.org/wiki/Indianapolis_Motor_Speedway" ], [ "20", "nurburgring", "Nürburgring", "Nürburg", "Germany", "50.3356", "6.9475", "None", "http://en.wikipedia.org/wiki/N%C3%BCrburgring" ], [ "21", "imola", "Autodromo Enzo e Dino Ferrari", "Imola", "Italy", "44.3439", "11.7167", "None", "http://en.wikipedia.org/wiki/Autodromo_Enzo_e_Dino_Ferrari" ], [ "22", "suzuka", "Suzuka Circuit", "Suzuka", "Japan", "34.8431", "136.541", "None", "http://en.wikipedia.org/wiki/Suzuka_Circuit" ], [ "23", "osterreichring", "A1-Ring", "Spielburg", "Austria", "47.2197", "14.7647", "None", "http://en.wikipedia.org/wiki/A1-Ring" ], [ "24", "yas_marina", "Yas Marina Circuit", "Abu Dhabi", "UAE", "24.4672", "54.6031", "None", "http://en.wikipedia.org/wiki/Yas_Marina_Circuit" ], [ "25", "galvez", "Autódromo Juan y Oscar Gálvez", "Buenos Aires", "Argentina", "-34.6943", "-58.4593", "None", "http://en.wikipedia.org/wiki/Aut%C3%B3dromo_Oscar_Alfredo_G%C3%A1lvez" ], [ "26", "jerez", "Circuito de Jerez", "Jerez de la Frontera", "Spain", "36.7083", "-6.03417", "None", "http://en.wikipedia.org/wiki/Circuito_Permanente_de_Jerez" ], [ "27", "estoril", "Autódromo do Estoril", "Estoril", "Portugal", "38.7506", "-9.39417", "None", "http://en.wikipedia.org/wiki/Aut%C3%B3dromo_do_Estoril" ], [ "28", "okayama", "Okayama International Circuit", "Okayama", "Japan", "34.915", "134.221", "None", "http://en.wikipedia.org/wiki/TI_Circuit" ], [ "29", "adelaide", "Adelaide Street Circuit", "Adelaide", "Australia", "-34.9272", "138.617", "None", "http://en.wikipedia.org/wiki/Adelaide_Street_Circuit" ], [ "30", "kyalami", "Kyalami", "Midrand", "South Africa", "-25.9894", "28.0767", "None", "http://en.wikipedia.org/wiki/Kyalami" ], [ "31", "donington", "Donington Park", "Castle Donington", "UK", "52.8306", "-1.37528", "None", "http://en.wikipedia.org/wiki/Donington_Park" ], [ "32", "rodriguez", "Autódromo Hermanos Rodríguez", "Mexico City", "Mexico", "19.4042", "-99.0907", "None", "http://en.wikipedia.org/wiki/Aut%C3%B3dromo_Hermanos_Rodr%C3%ADguez" ], [ "33", "phoenix", "Phoenix street circuit", "Phoenix", "USA", "33.4479", "-112.075", "None", "http://en.wikipedia.org/wiki/Phoenix_street_circuit" ], [ "34", "ricard", "Circuit Paul Ricard", "Le Castellet", "France", "43.2506", "5.79167", "None", "http://en.wikipedia.org/wiki/Paul_Ricard_Circuit" ], [ "35", "yeongam", "Korean International Circuit", "Yeongam County", "Korea", "34.7333", "126.417", "None", "http://en.wikipedia.org/wiki/Korean_International_Circuit" ], [ "36", "jacarepagua", "Autódromo Internacional Nelson Piquet", "Rio de Janeiro", "Brazil", "-22.9756", "-43.395", "None", "http://en.wikipedia.org/wiki/Aut%C3%B3dromo_Internacional_Nelson_Piquet" ], [ "37", "detroit", "Detroit Street Circuit", "Detroit", "USA", "42.3298", "-83.0401", "None", "http://en.wikipedia.org/wiki/Detroit_street_circuit" ], [ "38", "brands_hatch", "Brands Hatch", "Kent", "UK", "51.3569", "0.263056", "None", "http://en.wikipedia.org/wiki/Brands_Hatch" ], [ "39", "zandvoort", "Circuit Park Zandvoort", "Zandvoort", "Netherlands", "52.3888", "4.54092", "None", "http://en.wikipedia.org/wiki/Circuit_Zandvoort" ], [ "40", "zolder", "Zolder", "Heusden-Zolder", "Belgium", "50.9894", "5.25694", "None", "http://en.wikipedia.org/wiki/Zolder" ], [ "41", "dijon", "Dijon-Prenois", "Dijon", "France", "47.3625", "4.89913", "None", "http://en.wikipedia.org/wiki/Dijon-Prenois" ], [ "42", "dallas", "Fair Park", "Dallas", "USA", "32.7774", "-96.7587", "None", "http://en.wikipedia.org/wiki/Fair_Park" ], [ "43", "long_beach", "Long Beach", "California", "USA", "33.7651", "-118.189", "None", "http://en.wikipedia.org/wiki/Long_Beach,_California" ], [ "44", "las_vegas", "Las Vegas Street Circuit", "Nevada", "USA", "36.1162", "-115.174", "None", "http://en.wikipedia.org/wiki/Las_Vegas,_Nevada" ], [ "45", "jarama", "Jarama", "Madrid", "Spain", "40.6171", "-3.58558", "None", "http://en.wikipedia.org/wiki/Circuito_Permanente_Del_Jarama" ], [ "46", "watkins_glen", "Watkins Glen", "New York State", "USA", "42.3369", "-76.9272", "None", "http://en.wikipedia.org/wiki/Watkins_Glen_International" ], [ "47", "anderstorp", "Scandinavian Raceway", "Anderstorp", "Sweden", "57.2653", "13.6042", "None", "http://en.wikipedia.org/wiki/Scandinavian_Raceway" ], [ "48", "mosport", "Mosport International Raceway", "Ontario", "Canada", "44.0481", "-78.6756", "None", "http://en.wikipedia.org/wiki/Mosport" ], [ "49", "montjuic", "Montjuïc", "Barcelona", "Spain", "41.3664", "2.15167", "None", "http://en.wikipedia.org/wiki/Montju%C3%AFc_circuit" ], [ "50", "nivelles", "Nivelles-Baulers", "Brussels", "Belgium", "50.6211", "4.32694", "None", "http://en.wikipedia.org/wiki/Nivelles-Baulers" ], [ "51", "charade", "Charade Circuit", "Clermont-Ferrand", "France", "45.7472", "3.03889", "None", "http://en.wikipedia.org/wiki/Charade_Circuit" ], [ "52", "tremblant", "Circuit Mont-Tremblant", "Quebec", "Canada", "46.1877", "-74.6099", "None", "http://en.wikipedia.org/wiki/Circuit_Mont-Tremblant" ], [ "53", "essarts", "Rouen-Les-Essarts", "Rouen", "France", "49.3306", "1.00458", "None", "http://en.wikipedia.org/wiki/Rouen-Les-Essarts" ], [ "54", "lemans", "Le Mans", "Le Mans", "France", "47.95", "0.224231", "None", "http://en.wikipedia.org/wiki/Circuit_de_la_Sarthe#Bugatti_Circuit" ], [ "55", "reims", "Reims-Gueux", "Reims", "France", "49.2542", "3.93083", "None", "http://en.wikipedia.org/wiki/Reims-Gueux" ], [ "56", "george", "Prince George Circuit", "Eastern Cape Province", "South Africa", "-33.0486", "27.8736", "None", "http://en.wikipedia.org/wiki/Prince_George_Circuit" ], [ "57", "zeltweg", "Zeltweg", "Styria", "Austria", "47.2039", "14.7478", "None", "http://en.wikipedia.org/wiki/Zeltweg_Airfield" ], [ "58", "aintree", "Aintree", "Liverpool", "UK", "53.4769", "-2.94056", "None", "http://en.wikipedia.org/wiki/Aintree_Motor_Racing_Circuit" ], [ "59", "boavista", "Circuito da Boavista", "Oporto", "Portugal", "41.1705", "-8.67325", "None", "http://en.wikipedia.org/wiki/Circuito_da_Boavista" ], [ "60", "riverside", "Riverside International Raceway", "California", "USA", "33.937", "-117.273", "None", "http://en.wikipedia.org/wiki/Riverside_International_Raceway" ], [ "61", "avus", "AVUS", "Berlin", "Germany", "52.4806", "13.2514", "None", "http://en.wikipedia.org/wiki/AVUS" ], [ "62", "monsanto", "Monsanto Park Circuit", "Lisbon", "Portugal", "38.7197", "-9.20306", "None", "http://en.wikipedia.org/wiki/Monsanto_Park_Circuit" ], [ "63", "sebring", "Sebring International Raceway", "Florida", "USA", "27.4547", "-81.3483", "None", "http://en.wikipedia.org/wiki/Sebring_Raceway" ], [ "64", "ain-diab", "Ain Diab", "Casablanca", "Morocco", "33.5786", "-7.6875", "None", "http://en.wikipedia.org/wiki/Ain-Diab_Circuit" ], [ "65", "pescara", "Pescara Circuit", "Pescara", "Italy", "42.475", "14.1508", "None", "http://en.wikipedia.org/wiki/Pescara_Circuit" ], [ "66", "bremgarten", "Circuit Bremgarten", "Bern", "Switzerland", "46.9589", "7.40194", "None", "http://en.wikipedia.org/wiki/Circuit_Bremgarten" ], [ "67", "pedralbes", "Circuit de Pedralbes", "Barcelona", "Spain", "41.3903", "2.11667", "None", "http://en.wikipedia.org/wiki/Pedralbes_Circuit" ], [ "68", "buddh", "Buddh International Circuit", "Uttar Pradesh", "India", "28.3487", "77.5331", "None", "http://en.wikipedia.org/wiki/Buddh_International_Circuit" ], [ "69", "americas", "Circuit of the Americas", "Austin", "USA", "30.1328", "-97.6411", "None", "http://en.wikipedia.org/wiki/Circuit_of_the_Americas" ], [ "70", "red_bull_ring", "Red Bull Ring", "Spielburg", "Austria", "47.2197", "14.7647", "None", "http://en.wikipedia.org/wiki/Red_Bull_Ring" ], [ "71", "sochi", "Sochi Autodrom", "Sochi", "Russia", "43.4057", "39.9578", "None", "http://en.wikipedia.org/wiki/Sochi_Autodrom" ], [ "72", "port_imperial", "Port Imperial Street Circuit", "New Jersey", "USA", "40.7769", "-74.0111", "None", "http://en.wikipedia.org/wiki/Port_Imperial_Street_Circuit" ], [ "73", "BAK", "Baku City Circuit", "Baku", "Azerbaijan", "40.3725", "49.8533", "None", "http://en.wikipedia.org/wiki/Baku_City_Circuit" ] ]
circuits
formula_1
{ "column_descriptions": [ "unique identification number of the circuit", "circuit reference name", "full name of circuit", "location of circuit", "country of circuit", "latitude of location of circuit", "longitude of location of circuit", "nan", "url" ], "column_names_cleaned": [ "circuit Id", "circuit reference name", "name", "location", "country", "latitude", "longitude", "alt", "url" ], "column_types": [ "integer", "text", "text", "text", "text", "real", "real", "integer", "text" ], "foreign_keys": [], "primary_key": [ "circuitId" ] }
[ [ "constructorId", "constructorRef", "name", "nationality", "url" ], [ "1", "mclaren", "McLaren", "British", "http://en.wikipedia.org/wiki/McLaren" ], [ "2", "bmw_sauber", "BMW Sauber", "German", "http://en.wikipedia.org/wiki/BMW_Sauber" ], [ "3", "williams", "Williams", "British", "http://en.wikipedia.org/wiki/Williams_Grand_Prix_Engineering" ], [ "4", "renault", "Renault", "French", "http://en.wikipedia.org/wiki/Renault_F1" ], [ "5", "toro_rosso", "Toro Rosso", "Italian", "http://en.wikipedia.org/wiki/Scuderia_Toro_Rosso" ], [ "6", "ferrari", "Ferrari", "Italian", "http://en.wikipedia.org/wiki/Scuderia_Ferrari" ], [ "7", "toyota", "Toyota", "Japanese", "http://en.wikipedia.org/wiki/Toyota_Racing" ], [ "8", "super_aguri", "Super Aguri", "Japanese", "http://en.wikipedia.org/wiki/Super_Aguri_F1" ], [ "9", "red_bull", "Red Bull", "Austrian", "http://en.wikipedia.org/wiki/Red_Bull_Racing" ], [ "10", "force_india", "Force India", "Indian", "http://en.wikipedia.org/wiki/Force_India" ], [ "11", "honda", "Honda", "Japanese", "http://en.wikipedia.org/wiki/Honda_Racing_F1" ], [ "12", "spyker", "Spyker", "Dutch", "http://en.wikipedia.org/wiki/Spyker_F1" ], [ "13", "mf1", "MF1", "Russian", "http://en.wikipedia.org/wiki/Midland_F1_Racing" ], [ "14", "spyker_mf1", "Spyker MF1", "Dutch", "http://en.wikipedia.org/wiki/Midland_F1_Racing" ], [ "15", "sauber", "Sauber", "Swiss", "http://en.wikipedia.org/wiki/Sauber" ], [ "16", "bar", "BAR", "British", "http://en.wikipedia.org/wiki/British_American_Racing" ], [ "17", "jordan", "Jordan", "Irish", "http://en.wikipedia.org/wiki/Jordan_Grand_Prix" ], [ "18", "minardi", "Minardi", "Italian", "http://en.wikipedia.org/wiki/Minardi" ], [ "19", "jaguar", "Jaguar", "British", "http://en.wikipedia.org/wiki/Jaguar_Racing" ], [ "20", "prost", "Prost", "French", "http://en.wikipedia.org/wiki/Prost_Grand_Prix" ], [ "21", "arrows", "Arrows", "British", "http://en.wikipedia.org/wiki/Arrows_Grand_Prix_International" ], [ "22", "benetton", "Benetton", "Italian", "http://en.wikipedia.org/wiki/Benetton_Formula" ], [ "23", "brawn", "Brawn", "British", "http://en.wikipedia.org/wiki/Brawn_GP" ], [ "24", "stewart", "Stewart", "British", "http://en.wikipedia.org/wiki/Stewart_Grand_Prix" ], [ "25", "tyrrell", "Tyrrell", "British", "http://en.wikipedia.org/wiki/Tyrrell_Racing" ], [ "26", "lola", "Lola", "British", "http://en.wikipedia.org/wiki/MasterCard_Lola" ], [ "27", "ligier", "Ligier", "French", "http://en.wikipedia.org/wiki/Ligier" ], [ "28", "forti", "Forti", "Italian", "http://en.wikipedia.org/wiki/Forti" ], [ "29", "footwork", "Footwork", "British", "http://en.wikipedia.org/wiki/Footwork_Arrows" ], [ "30", "pacific", "Pacific", "British", "http://en.wikipedia.org/wiki/Pacific_Racing" ], [ "31", "simtek", "Simtek", "British", "http://en.wikipedia.org/wiki/Simtek" ], [ "32", "team_lotus", "Team Lotus", "British", "http://en.wikipedia.org/wiki/Team_Lotus" ], [ "33", "larrousse", "Larrousse", "French", "http://en.wikipedia.org/wiki/Larrousse" ], [ "34", "brabham", "Brabham", "British", "http://en.wikipedia.org/wiki/Brabham" ], [ "35", "dallara", "Dallara", "Italian", "http://en.wikipedia.org/wiki/Dallara" ], [ "36", "fondmetal", "Fondmetal", "Italian", "http://en.wikipedia.org/wiki/Fondmetal" ], [ "37", "march", "March", "British", "http://en.wikipedia.org/wiki/March_Engineering" ], [ "38", "moda", "Andrea Moda", "Italian", "http://en.wikipedia.org/wiki/Andrea_Moda_Formula" ], [ "39", "ags", "AGS", "French", "http://en.wikipedia.org/wiki/Automobiles_Gonfaronnaises_Sportives" ], [ "40", "lambo", "Lambo", "Italian", "http://en.wikipedia.org/wiki/Modena_(racing_team)" ], [ "41", "leyton", "Leyton House", "British", "http://en.wikipedia.org/wiki/Leyton_House" ], [ "42", "coloni", "Coloni", "Italian", "http://en.wikipedia.org/wiki/Enzo_Coloni_Racing_Car_Systems" ], [ "44", "eurobrun", "Euro Brun", "Italian", "http://en.wikipedia.org/wiki/Euro_Brun" ], [ "45", "osella", "Osella", "Italian", "http://en.wikipedia.org/wiki/Osella" ], [ "46", "onyx", "Onyx", "British", "http://en.wikipedia.org/wiki/Onyx_(racing_team)" ], [ "47", "life", "Life", "Italian", "http://en.wikipedia.org/wiki/Life_(Racing_Team)" ], [ "48", "rial", "Rial", "German", "http://en.wikipedia.org/wiki/Rial_%28racing_team%29" ], [ "49", "zakspeed", "Zakspeed", "German", "http://en.wikipedia.org/wiki/Zakspeed" ], [ "50", "ram", "RAM", "British", "http://en.wikipedia.org/wiki/RAM_Racing" ], [ "51", "alfa", "Alfa Romeo", "Italian", "http://en.wikipedia.org/wiki/Alfa_Romeo_(Formula_One)" ], [ "52", "spirit", "Spirit", "British", "http://en.wikipedia.org/wiki/Spirit_(racing_team)" ], [ "53", "toleman", "Toleman", "British", "http://en.wikipedia.org/wiki/Toleman" ], [ "54", "ats", "ATS", "Italian", "http://en.wikipedia.org/wiki/ATS_(wheels)" ], [ "55", "theodore", "Theodore", "Hong Kong", "http://en.wikipedia.org/wiki/Theodore_Racing" ], [ "56", "fittipaldi", "Fittipaldi", "Brazilian", "http://en.wikipedia.org/wiki/Fittipaldi_%28constructor%29" ], [ "57", "ensign", "Ensign", "British", "http://en.wikipedia.org/wiki/Ensign_%28racing_team%29" ], [ "58", "shadow", "Shadow", "British", "http://en.wikipedia.org/wiki/Shadow_Racing_Cars" ], [ "59", "wolf", "Wolf", "Canadian", "http://en.wikipedia.org/wiki/Walter_Wolf_Racing" ], [ "60", "merzario", "Merzario", "Italian", "http://en.wikipedia.org/wiki/Merzario" ], [ "61", "kauhsen", "Kauhsen", "German", "http://en.wikipedia.org/wiki/Kauhsen" ], [ "62", "rebaque", "Rebaque", "Mexican", "http://en.wikipedia.org/wiki/Rebaque" ], [ "63", "surtees", "Surtees", "British", "http://en.wikipedia.org/wiki/Surtees" ], [ "64", "hesketh", "Hesketh", "British", "http://en.wikipedia.org/wiki/Hesketh_Racing" ], [ "65", "martini", "Martini", "French", "http://en.wikipedia.org/wiki/Martini_(cars)" ], [ "66", "brm", "BRM", "British", "http://en.wikipedia.org/wiki/BRM" ], [ "67", "penske", "Penske", "American", "http://en.wikipedia.org/wiki/Penske_Racing" ], [ "68", "lec", "LEC", "British", "http://en.wikipedia.org/wiki/LEC_(Formula_One)" ], [ "69", "mcguire", "McGuire", "Australian", "http://en.wikipedia.org/wiki/McGuire_(Formula_One)" ], [ "70", "boro", "Boro", "Dutch", "http://en.wikipedia.org/wiki/Boro_(Formula_One)" ], [ "71", "apollon", "Apollon", "Swiss", "http://en.wikipedia.org/wiki/Apollon_(Formula_One)" ], [ "72", "kojima", "Kojima", "Japanese", "http://en.wikipedia.org/wiki/Kojima_Engineering" ], [ "73", "parnelli", "Parnelli", "American", "http://en.wikipedia.org/wiki/Parnelli" ], [ "74", "maki", "Maki", "Japanese", "http://en.wikipedia.org/wiki/Maki_(cars)" ], [ "75", "hill", "Embassy Hill", "British", "http://en.wikipedia.org/wiki/Hill_(constructor)" ], [ "76", "lyncar", "Lyncar", "British", "http://en.wikipedia.org/wiki/Lyncar" ], [ "77", "trojan", "Trojan", "British", "http://en.wikipedia.org/wiki/Trojan_(Racing_team)" ], [ "78", "amon", "Amon", "New Zealand", "http://en.wikipedia.org/wiki/Amon_(Formula_One_team)" ], [ "79", "token", "Token", "British", "http://en.wikipedia.org/wiki/Token_(Racing_team)" ], [ "80", "iso_marlboro", "Iso Marlboro", "British", "http://en.wikipedia.org/wiki/Iso_Marlboro" ], [ "81", "tecno", "Tecno", "Italian", "http://en.wikipedia.org/wiki/Tecno" ], [ "82", "matra", "Matra", "French", "http://en.wikipedia.org/wiki/Matra" ], [ "83", "politoys", "Politoys", "British", "http://en.wikipedia.org/wiki/Frank_Williams_Racing_Cars" ], [ "84", "connew", "Connew", "British", "http://en.wikipedia.org/wiki/Connew" ], [ "85", "bellasi", "Bellasi", "Swiss", "http://en.wikipedia.org/wiki/Bellasi" ], [ "86", "tomaso", "De Tomaso", "Italian", "http://en.wikipedia.org/wiki/De_Tomaso" ], [ "87", "cooper", "Cooper", "British", "http://en.wikipedia.org/wiki/Cooper_Car_Company" ], [ "88", "eagle", "Eagle", "American", "http://en.wikipedia.org/wiki/Anglo_American_Racers" ], [ "89", "lds", "LDS", "South African", "http://en.wikipedia.org/wiki/LDS_(automobile)" ], [ "90", "protos", "Protos", "British", "http://en.wikipedia.org/wiki/Protos_(constructor)" ], [ "91", "shannon", "Shannon", "British", "http://en.wikipedia.org/wiki/Shannon_(Formula_One)" ], [ "92", "scirocco", "Scirocco", "British", "http://en.wikipedia.org/wiki/Scirocco-Powell" ], [ "93", "re", "RE", "Rhodesian", "http://en.wikipedia.org/wiki/RE_%28automobile%29" ], [ "94", "brp", "BRP", "British", "http://en.wikipedia.org/wiki/British_Racing_Partnership" ], [ "95", "porsche", "Porsche", "German", "http://en.wikipedia.org/wiki/Porsche_in_Formula_One" ], [ "96", "derrington", "Derrington", "British", "http://en.wikipedia.org/wiki/Derrington-Francis" ], [ "97", "gilby", "Gilby", "British", "http://en.wikipedia.org/wiki/Gilby" ], [ "98", "stebro", "Stebro", "Canadian", "http://en.wikipedia.org/wiki/Stebro" ], [ "99", "emeryson", "Emeryson", "British", "http://en.wikipedia.org/wiki/Emeryson" ], [ "100", "enb", "ENB", "Belgium", "http://en.wikipedia.org/wiki/Ecurie_Nationale_Belge" ], [ "101", "jbw", "JBW", "British", "http://en.wikipedia.org/wiki/JBW" ] ]
constructors
formula_1
{ "column_descriptions": [ "the unique identification number identifying constructors", "Constructor Reference name", "full name of the constructor", "nationality of the constructor", "the introduction website of the constructor" ], "column_names_cleaned": [ "constructor Id", "Constructor Reference name", "name", "nationality", "url" ], "column_types": [ "integer", "text", "text", "text", "text" ], "foreign_keys": [], "primary_key": [ "constructorId" ] }
[ [ "driverId", "driverRef", "number", "code", "forename", "surname", "dob", "nationality", "url" ], [ "1", "hamilton", "44", "HAM", "Lewis", "Hamilton", "1985-01-07", "British", "http://en.wikipedia.org/wiki/Lewis_Hamilton" ], [ "2", "heidfeld", "None", "HEI", "Nick", "Heidfeld", "1977-05-10", "German", "http://en.wikipedia.org/wiki/Nick_Heidfeld" ], [ "3", "rosberg", "6", "ROS", "Nico", "Rosberg", "1985-06-27", "German", "http://en.wikipedia.org/wiki/Nico_Rosberg" ], [ "4", "alonso", "14", "ALO", "Fernando", "Alonso", "1981-07-29", "Spanish", "http://en.wikipedia.org/wiki/Fernando_Alonso" ], [ "5", "kovalainen", "None", "KOV", "Heikki", "Kovalainen", "1981-10-19", "Finnish", "http://en.wikipedia.org/wiki/Heikki_Kovalainen" ], [ "6", "nakajima", "None", "NAK", "Kazuki", "Nakajima", "1985-01-11", "Japanese", "http://en.wikipedia.org/wiki/Kazuki_Nakajima" ], [ "7", "bourdais", "None", "BOU", "Sébastien", "Bourdais", "1979-02-28", "French", "http://en.wikipedia.org/wiki/S%C3%A9bastien_Bourdais" ], [ "8", "raikkonen", "7", "RAI", "Kimi", "Räikkönen", "1979-10-17", "Finnish", "http://en.wikipedia.org/wiki/Kimi_R%C3%A4ikk%C3%B6nen" ], [ "9", "kubica", "None", "KUB", "Robert", "Kubica", "1984-12-07", "Polish", "http://en.wikipedia.org/wiki/Robert_Kubica" ], [ "10", "glock", "None", "GLO", "Timo", "Glock", "1982-03-18", "German", "http://en.wikipedia.org/wiki/Timo_Glock" ], [ "11", "sato", "None", "SAT", "Takuma", "Sato", "1977-01-28", "Japanese", "http://en.wikipedia.org/wiki/Takuma_Sato" ], [ "12", "piquet_jr", "None", "PIQ", "Nelson", "Piquet Jr.", "1985-07-25", "Brazilian", "http://en.wikipedia.org/wiki/Nelson_Piquet,_Jr." ], [ "13", "massa", "19", "MAS", "Felipe", "Massa", "1981-04-25", "Brazilian", "http://en.wikipedia.org/wiki/Felipe_Massa" ], [ "14", "coulthard", "None", "COU", "David", "Coulthard", "1971-03-27", "British", "http://en.wikipedia.org/wiki/David_Coulthard" ], [ "15", "trulli", "None", "TRU", "Jarno", "Trulli", "1974-07-13", "Italian", "http://en.wikipedia.org/wiki/Jarno_Trulli" ], [ "16", "sutil", "99", "SUT", "Adrian", "Sutil", "1983-01-11", "German", "http://en.wikipedia.org/wiki/Adrian_Sutil" ], [ "17", "webber", "None", "WEB", "Mark", "Webber", "1976-08-27", "Australian", "http://en.wikipedia.org/wiki/Mark_Webber" ], [ "18", "button", "22", "BUT", "Jenson", "Button", "1980-01-19", "British", "http://en.wikipedia.org/wiki/Jenson_Button" ], [ "19", "davidson", "None", "DAV", "Anthony", "Davidson", "1979-04-18", "British", "http://en.wikipedia.org/wiki/Anthony_Davidson" ], [ "20", "vettel", "5", "VET", "Sebastian", "Vettel", "1987-07-03", "German", "http://en.wikipedia.org/wiki/Sebastian_Vettel" ], [ "21", "fisichella", "None", "FIS", "Giancarlo", "Fisichella", "1973-01-14", "Italian", "http://en.wikipedia.org/wiki/Giancarlo_Fisichella" ], [ "22", "barrichello", "None", "BAR", "Rubens", "Barrichello", "1972-05-23", "Brazilian", "http://en.wikipedia.org/wiki/Rubens_Barrichello" ], [ "23", "ralf_schumacher", "None", "SCH", "Ralf", "Schumacher", "1975-06-30", "German", "http://en.wikipedia.org/wiki/Ralf_Schumacher" ], [ "24", "liuzzi", "None", "LIU", "Vitantonio", "Liuzzi", "1980-08-06", "Italian", "http://en.wikipedia.org/wiki/Vitantonio_Liuzzi" ], [ "25", "wurz", "None", "WUR", "Alexander", "Wurz", "1974-02-15", "Austrian", "http://en.wikipedia.org/wiki/Alexander_Wurz" ], [ "26", "speed", "None", "SPE", "Scott", "Speed", "1983-01-24", "American", "http://en.wikipedia.org/wiki/Scott_Speed" ], [ "27", "albers", "None", "ALB", "Christijan", "Albers", "1979-04-16", "Dutch", "http://en.wikipedia.org/wiki/Christijan_Albers" ], [ "28", "markus_winkelhock", "None", "WIN", "Markus", "Winkelhock", "1980-06-13", "German", "http://en.wikipedia.org/wiki/Markus_Winkelhock" ], [ "29", "yamamoto", "None", "YAM", "Sakon", "Yamamoto", "1982-07-09", "Japanese", "http://en.wikipedia.org/wiki/Sakon_Yamamoto" ], [ "30", "michael_schumacher", "None", "MSC", "Michael", "Schumacher", "1969-01-03", "German", "http://en.wikipedia.org/wiki/Michael_Schumacher" ], [ "31", "montoya", "None", "MON", "Juan", "Pablo Montoya", "1975-09-20", "Colombian", "http://en.wikipedia.org/wiki/Juan_Pablo_Montoya" ], [ "32", "klien", "None", "KLI", "Christian", "Klien", "1983-02-07", "Austrian", "http://en.wikipedia.org/wiki/Christian_Klien" ], [ "33", "monteiro", "None", "TMO", "Tiago", "Monteiro", "1976-07-24", "Portuguese", "http://en.wikipedia.org/wiki/Tiago_Monteiro" ], [ "34", "ide", "None", "IDE", "Yuji", "Ide", "1975-01-21", "Japanese", "http://en.wikipedia.org/wiki/Yuji_Ide" ], [ "35", "villeneuve", "None", "VIL", "Jacques", "Villeneuve", "1971-04-09", "Canadian", "http://en.wikipedia.org/wiki/Jacques_Villeneuve" ], [ "36", "montagny", "None", "FMO", "Franck", "Montagny", "1978-01-05", "French", "http://en.wikipedia.org/wiki/Franck_Montagny" ], [ "37", "rosa", "None", "DLR", "Pedro", "de la Rosa", "1971-02-24", "Spanish", "http://en.wikipedia.org/wiki/Pedro_de_la_Rosa" ], [ "38", "doornbos", "None", "DOO", "Robert", "Doornbos", "1981-09-23", "Dutch", "http://en.wikipedia.org/wiki/Robert_Doornbos" ], [ "39", "karthikeyan", "None", "KAR", "Narain", "Karthikeyan", "1977-01-14", "Indian", "http://en.wikipedia.org/wiki/Narain_Karthikeyan" ], [ "40", "friesacher", "None", "FRI", "Patrick", "Friesacher", "1980-09-26", "Austrian", "http://en.wikipedia.org/wiki/Patrick_Friesacher" ], [ "41", "zonta", "None", "ZON", "Ricardo", "Zonta", "1976-03-23", "Brazilian", "http://en.wikipedia.org/wiki/Ricardo_Zonta" ], [ "42", "pizzonia", "None", "PIZ", "Antônio", "Pizzonia", "1980-09-11", "Brazilian", "http://en.wikipedia.org/wiki/Ant%C3%B4nio_Pizzonia" ], [ "43", "matta", "None", "None", "Cristiano", "da Matta", "1973-09-19", "Brazilian", "http://en.wikipedia.org/wiki/Cristiano_da_Matta" ], [ "44", "panis", "None", "None", "Olivier", "Panis", "1966-09-02", "French", "http://en.wikipedia.org/wiki/Olivier_Panis" ], [ "45", "pantano", "None", "None", "Giorgio", "Pantano", "1979-02-04", "Italian", "http://en.wikipedia.org/wiki/Giorgio_Pantano" ], [ "46", "bruni", "None", "None", "Gianmaria", "Bruni", "1981-05-30", "Italian", "http://en.wikipedia.org/wiki/Gianmaria_Bruni" ], [ "47", "baumgartner", "None", "None", "Zsolt", "Baumgartner", "1981-01-01", "Hungarian", "http://en.wikipedia.org/wiki/Zsolt_Baumgartner" ], [ "48", "gene", "None", "None", "Marc", "Gené", "1974-03-29", "Spanish", "http://en.wikipedia.org/wiki/Marc_Gen%C3%A9" ], [ "49", "frentzen", "None", "None", "Heinz-Harald", "Frentzen", "1967-05-18", "German", "http://en.wikipedia.org/wiki/Heinz-Harald_Frentzen" ], [ "50", "verstappen", "None", "None", "Jos", "Verstappen", "1972-03-04", "Dutch", "http://en.wikipedia.org/wiki/Jos_Verstappen" ], [ "51", "wilson", "None", "None", "Justin", "Wilson", "1978-07-31", "British", "http://en.wikipedia.org/wiki/Justin_Wilson_(racing_driver)" ], [ "52", "firman", "None", "None", "Ralph", "Firman", "1975-05-20", "Irish", "http://en.wikipedia.org/wiki/Ralph_Firman" ], [ "53", "kiesa", "None", "None", "Nicolas", "Kiesa", "1978-03-03", "Danish", "http://en.wikipedia.org/wiki/Nicolas_Kiesa" ], [ "54", "burti", "None", "None", "Luciano", "Burti", "1975-03-05", "Brazilian", "http://en.wikipedia.org/wiki/Luciano_Burti" ], [ "55", "alesi", "None", "None", "Jean", "Alesi", "1964-06-11", "French", "http://en.wikipedia.org/wiki/Jean_Alesi" ], [ "56", "irvine", "None", "None", "Eddie", "Irvine", "1965-11-10", "British", "http://en.wikipedia.org/wiki/Eddie_Irvine" ], [ "57", "hakkinen", "None", "None", "Mika", "Häkkinen", "1968-09-28", "Finnish", "http://en.wikipedia.org/wiki/Mika_H%C3%A4kkinen" ], [ "58", "marques", "None", "None", "Tarso", "Marques", "1976-01-19", "Brazilian", "http://en.wikipedia.org/wiki/Tarso_Marques" ], [ "59", "bernoldi", "None", "None", "Enrique", "Bernoldi", "1978-10-19", "Brazilian", "http://en.wikipedia.org/wiki/Enrique_Bernoldi" ], [ "60", "mazzacane", "None", "None", "Gastón", "Mazzacane", "1975-05-08", "Argentine", "http://en.wikipedia.org/wiki/Gast%C3%B3n_Mazzacane" ], [ "61", "enge", "None", "None", "Tomáš", "Enge", "1976-09-11", "Czech", "http://en.wikipedia.org/wiki/Tom%C3%A1%C5%A1_Enge" ], [ "62", "yoong", "None", "None", "Alex", "Yoong", "1976-07-20", "Malaysian", "http://en.wikipedia.org/wiki/Alex_Yoong" ], [ "63", "salo", "None", "None", "Mika", "Salo", "1966-11-30", "Finnish", "http://en.wikipedia.org/wiki/Mika_Salo" ], [ "64", "diniz", "None", "None", "Pedro", "Diniz", "1970-05-22", "Brazilian", "http://en.wikipedia.org/wiki/Pedro_Diniz" ], [ "65", "herbert", "None", "None", "Johnny", "Herbert", "1964-06-25", "British", "http://en.wikipedia.org/wiki/Johnny_Herbert" ], [ "66", "mcnish", "None", "None", "Allan", "McNish", "1969-12-29", "British", "http://en.wikipedia.org/wiki/Allan_McNish" ], [ "67", "buemi", "None", "BUE", "Sébastien", "Buemi", "1988-10-31", "Swiss", "http://en.wikipedia.org/wiki/S%C3%A9bastien_Buemi" ], [ "68", "takagi", "None", "None", "Toranosuke", "Takagi", "1974-02-12", "Japanese", "http://en.wikipedia.org/wiki/Toranosuke_Takagi" ], [ "69", "badoer", "None", "BAD", "Luca", "Badoer", "1971-01-25", "Italian", "http://en.wikipedia.org/wiki/Luca_Badoer" ], [ "70", "zanardi", "None", "None", "Alessandro", "Zanardi", "1966-10-23", "Italian", "http://en.wikipedia.org/wiki/Alex_Zanardi" ], [ "71", "damon_hill", "None", "None", "Damon", "Hill", "1960-09-17", "British", "http://en.wikipedia.org/wiki/Damon_Hill" ], [ "72", "sarrazin", "None", "None", "Stéphane", "Sarrazin", "1975-11-02", "French", "http://en.wikipedia.org/wiki/St%C3%A9phane_Sarrazin" ], [ "73", "rosset", "None", "None", "Ricardo", "Rosset", "1968-07-27", "Brazilian", "http://en.wikipedia.org/wiki/Ricardo_Rosset" ], [ "74", "tuero", "None", "None", "Esteban", "Tuero", "1978-04-22", "Argentine", "http://en.wikipedia.org/wiki/Esteban_Tuero" ], [ "75", "nakano", "None", "None", "Shinji", "Nakano", "1971-04-01", "Japanese", "http://en.wikipedia.org/wiki/Shinji_Nakano" ], [ "76", "magnussen", "None", "MAG", "Jan", "Magnussen", "1973-07-04", "Danish", "http://en.wikipedia.org/wiki/Jan_Magnussen" ], [ "77", "berger", "None", "None", "Gerhard", "Berger", "1959-08-27", "Austrian", "http://en.wikipedia.org/wiki/Gerhard_Berger" ], [ "78", "larini", "None", "None", "Nicola", "Larini", "1964-03-19", "Italian", "http://en.wikipedia.org/wiki/Nicola_Larini" ], [ "79", "katayama", "None", "None", "Ukyo", "Katayama", "1963-05-29", "Japanese", "http://en.wikipedia.org/wiki/Ukyo_Katayama" ], [ "80", "sospiri", "None", "None", "Vincenzo", "Sospiri", "1966-10-07", "Italian", "http://en.wikipedia.org/wiki/Vincenzo_Sospiri" ], [ "81", "morbidelli", "None", "None", "Gianni", "Morbidelli", "1968-01-13", "Italian", "http://en.wikipedia.org/wiki/Gianni_Morbidelli" ], [ "82", "fontana", "None", "None", "Norberto", "Fontana", "1975-01-20", "Argentine", "http://en.wikipedia.org/wiki/Norberto_Fontana" ], [ "83", "lamy", "None", "None", "Pedro", "Lamy", "1972-03-20", "Portuguese", "http://en.wikipedia.org/wiki/Pedro_Lamy" ], [ "84", "brundle", "None", "None", "Martin", "Brundle", "1959-06-01", "British", "http://en.wikipedia.org/wiki/Martin_Brundle" ], [ "85", "montermini", "None", "None", "Andrea", "Montermini", "1964-05-30", "Italian", "http://en.wikipedia.org/wiki/Andrea_Montermini" ], [ "86", "lavaggi", "None", "None", "Giovanni", "Lavaggi", "1958-02-18", "Italian", "http://en.wikipedia.org/wiki/Giovanni_Lavaggi" ], [ "87", "blundell", "None", "None", "Mark", "Blundell", "1966-04-08", "British", "http://en.wikipedia.org/wiki/Mark_Blundell" ], [ "88", "suzuki", "None", "None", "Aguri", "Suzuki", "1960-09-08", "Japanese", "http://en.wikipedia.org/wiki/Aguri_Suzuki" ], [ "89", "inoue", "None", "None", "Taki", "Inoue", "1963-09-05", "Japanese", "http://en.wikipedia.org/wiki/Taki_Inoue" ], [ "90", "moreno", "None", "None", "Roberto", "Moreno", "1959-02-11", "Brazilian", "http://en.wikipedia.org/wiki/Roberto_Moreno" ], [ "91", "wendlinger", "None", "None", "Karl", "Wendlinger", "1968-12-20", "Austrian", "http://en.wikipedia.org/wiki/Karl_Wendlinger" ], [ "92", "gachot", "None", "None", "Bertrand", "Gachot", "1962-12-23", "Belgian", "http://en.wikipedia.org/wiki/Bertrand_Gachot" ], [ "93", "schiattarella", "None", "None", "Domenico", "Schiattarella", "1967-11-17", "Italian", "http://en.wikipedia.org/wiki/Domenico_Schiattarella" ], [ "94", "martini", "None", "None", "Pierluigi", "Martini", "1961-04-23", "Italian", "http://en.wikipedia.org/wiki/Pierluigi_Martini" ], [ "95", "mansell", "None", "None", "Nigel", "Mansell", "1953-08-08", "British", "http://en.wikipedia.org/wiki/Nigel_Mansell" ], [ "96", "boullion", "None", "None", "Jean-Christophe", "Boullion", "1969-12-27", "French", "http://en.wikipedia.org/wiki/Jean-Christophe_Boullion" ], [ "97", "papis", "None", "None", "Massimiliano", "Papis", "1969-10-03", "Italian", "http://en.wikipedia.org/wiki/Massimiliano_Papis" ], [ "98", "deletraz", "None", "None", "Jean-Denis", "Délétraz", "1963-10-01", "Swiss", "http://en.wikipedia.org/wiki/Jean-Denis_Deletraz" ], [ "99", "tarquini", "None", "None", "Gabriele", "Tarquini", "1962-03-02", "Italian", "http://en.wikipedia.org/wiki/Gabriele_Tarquini" ], [ "100", "comas", "None", "None", "Érik", "Comas", "1963-09-28", "French", "http://en.wikipedia.org/wiki/%C3%89rik_Comas" ] ]
drivers
formula_1
{ "column_descriptions": [ "the unique identification number identifying each driver", "driver reference name", "number", "abbreviated code for drivers", "forename", "surname", "date of birth", "nationality of drivers", "the introduction website of the drivers" ], "column_names_cleaned": [ "driver ID", "driver reference name", "number", "code", "forename", "surname", "date of birth", "nationality", "url" ], "column_types": [ "integer", "text", "integer", "text", "text", "text", "date", "text", "text" ], "foreign_keys": [], "primary_key": [ "driverId" ] }
[ [ "year", "url" ], [ "1950", "http://en.wikipedia.org/wiki/1950_Formula_One_season" ], [ "1951", "http://en.wikipedia.org/wiki/1951_Formula_One_season" ], [ "1952", "http://en.wikipedia.org/wiki/1952_Formula_One_season" ], [ "1953", "http://en.wikipedia.org/wiki/1953_Formula_One_season" ], [ "1954", "http://en.wikipedia.org/wiki/1954_Formula_One_season" ], [ "1955", "http://en.wikipedia.org/wiki/1955_Formula_One_season" ], [ "1956", "http://en.wikipedia.org/wiki/1956_Formula_One_season" ], [ "1957", "http://en.wikipedia.org/wiki/1957_Formula_One_season" ], [ "1958", "http://en.wikipedia.org/wiki/1958_Formula_One_season" ], [ "1959", "http://en.wikipedia.org/wiki/1959_Formula_One_season" ], [ "1960", "http://en.wikipedia.org/wiki/1960_Formula_One_season" ], [ "1961", "http://en.wikipedia.org/wiki/1961_Formula_One_season" ], [ "1962", "http://en.wikipedia.org/wiki/1962_Formula_One_season" ], [ "1963", "http://en.wikipedia.org/wiki/1963_Formula_One_season" ], [ "1964", "http://en.wikipedia.org/wiki/1964_Formula_One_season" ], [ "1965", "http://en.wikipedia.org/wiki/1965_Formula_One_season" ], [ "1966", "http://en.wikipedia.org/wiki/1966_Formula_One_season" ], [ "1967", "http://en.wikipedia.org/wiki/1967_Formula_One_season" ], [ "1968", "http://en.wikipedia.org/wiki/1968_Formula_One_season" ], [ "1969", "http://en.wikipedia.org/wiki/1969_Formula_One_season" ], [ "1970", "http://en.wikipedia.org/wiki/1970_Formula_One_season" ], [ "1971", "http://en.wikipedia.org/wiki/1971_Formula_One_season" ], [ "1972", "http://en.wikipedia.org/wiki/1972_Formula_One_season" ], [ "1973", "http://en.wikipedia.org/wiki/1973_Formula_One_season" ], [ "1974", "http://en.wikipedia.org/wiki/1974_Formula_One_season" ], [ "1975", "http://en.wikipedia.org/wiki/1975_Formula_One_season" ], [ "1976", "http://en.wikipedia.org/wiki/1976_Formula_One_season" ], [ "1977", "http://en.wikipedia.org/wiki/1977_Formula_One_season" ], [ "1978", "http://en.wikipedia.org/wiki/1978_Formula_One_season" ], [ "1979", "http://en.wikipedia.org/wiki/1979_Formula_One_season" ], [ "1980", "http://en.wikipedia.org/wiki/1980_Formula_One_season" ], [ "1981", "http://en.wikipedia.org/wiki/1981_Formula_One_season" ], [ "1982", "http://en.wikipedia.org/wiki/1982_Formula_One_season" ], [ "1983", "http://en.wikipedia.org/wiki/1983_Formula_One_season" ], [ "1984", "http://en.wikipedia.org/wiki/1984_Formula_One_season" ], [ "1985", "http://en.wikipedia.org/wiki/1985_Formula_One_season" ], [ "1986", "http://en.wikipedia.org/wiki/1986_Formula_One_season" ], [ "1987", "http://en.wikipedia.org/wiki/1987_Formula_One_season" ], [ "1988", "http://en.wikipedia.org/wiki/1988_Formula_One_season" ], [ "1989", "http://en.wikipedia.org/wiki/1989_Formula_One_season" ], [ "1990", "http://en.wikipedia.org/wiki/1990_Formula_One_season" ], [ "1991", "http://en.wikipedia.org/wiki/1991_Formula_One_season" ], [ "1992", "http://en.wikipedia.org/wiki/1992_Formula_One_season" ], [ "1993", "http://en.wikipedia.org/wiki/1993_Formula_One_season" ], [ "1994", "http://en.wikipedia.org/wiki/1994_Formula_One_season" ], [ "1995", "http://en.wikipedia.org/wiki/1995_Formula_One_season" ], [ "1996", "http://en.wikipedia.org/wiki/1996_Formula_One_season" ], [ "1997", "http://en.wikipedia.org/wiki/1997_Formula_One_season" ], [ "1998", "http://en.wikipedia.org/wiki/1998_Formula_One_season" ], [ "1999", "http://en.wikipedia.org/wiki/1999_Formula_One_season" ], [ "2000", "http://en.wikipedia.org/wiki/2000_Formula_One_season" ], [ "2001", "http://en.wikipedia.org/wiki/2001_Formula_One_season" ], [ "2002", "http://en.wikipedia.org/wiki/2002_Formula_One_season" ], [ "2003", "http://en.wikipedia.org/wiki/2003_Formula_One_season" ], [ "2004", "http://en.wikipedia.org/wiki/2004_Formula_One_season" ], [ "2005", "http://en.wikipedia.org/wiki/2005_Formula_One_season" ], [ "2006", "http://en.wikipedia.org/wiki/2006_Formula_One_season" ], [ "2007", "http://en.wikipedia.org/wiki/2007_Formula_One_season" ], [ "2008", "http://en.wikipedia.org/wiki/2008_Formula_One_season" ], [ "2009", "http://en.wikipedia.org/wiki/2009_Formula_One_season" ], [ "2010", "http://en.wikipedia.org/wiki/2010_Formula_One_season" ], [ "2011", "http://en.wikipedia.org/wiki/2011_Formula_One_season" ], [ "2012", "http://en.wikipedia.org/wiki/2012_Formula_One_season" ], [ "2013", "http://en.wikipedia.org/wiki/2013_Formula_One_season" ], [ "2014", "http://en.wikipedia.org/wiki/2014_Formula_One_season" ], [ "2015", "http://en.wikipedia.org/wiki/2015_Formula_One_season" ], [ "2016", "https://en.wikipedia.org/wiki/2016_Formula_One_season" ], [ "2017", "https://en.wikipedia.org/wiki/2017_Formula_One_season" ] ]
seasons
formula_1
{ "column_descriptions": [ "the unique identification number identifying the race", "website link of season race introduction" ], "column_names_cleaned": [ "race ID", "url" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "year" ] }
[ [ "raceId", "year", "round", "circuitId", "name", "date", "time", "url" ], [ "1", "2009", "1", "1", "Australian Grand Prix", "2009-03-29", "06:00:00", "http://en.wikipedia.org/wiki/2009_Australian_Grand_Prix" ], [ "2", "2009", "2", "2", "Malaysian Grand Prix", "2009-04-05", "09:00:00", "http://en.wikipedia.org/wiki/2009_Malaysian_Grand_Prix" ], [ "3", "2009", "3", "17", "Chinese Grand Prix", "2009-04-19", "07:00:00", "http://en.wikipedia.org/wiki/2009_Chinese_Grand_Prix" ], [ "4", "2009", "4", "3", "Bahrain Grand Prix", "2009-04-26", "12:00:00", "http://en.wikipedia.org/wiki/2009_Bahrain_Grand_Prix" ], [ "5", "2009", "5", "4", "Spanish Grand Prix", "2009-05-10", "12:00:00", "http://en.wikipedia.org/wiki/2009_Spanish_Grand_Prix" ], [ "6", "2009", "6", "6", "Monaco Grand Prix", "2009-05-24", "12:00:00", "http://en.wikipedia.org/wiki/2009_Monaco_Grand_Prix" ], [ "7", "2009", "7", "5", "Turkish Grand Prix", "2009-06-07", "12:00:00", "http://en.wikipedia.org/wiki/2009_Turkish_Grand_Prix" ], [ "8", "2009", "8", "9", "British Grand Prix", "2009-06-21", "12:00:00", "http://en.wikipedia.org/wiki/2009_British_Grand_Prix" ], [ "9", "2009", "9", "20", "German Grand Prix", "2009-07-12", "12:00:00", "http://en.wikipedia.org/wiki/2009_German_Grand_Prix" ], [ "10", "2009", "10", "11", "Hungarian Grand Prix", "2009-07-26", "12:00:00", "http://en.wikipedia.org/wiki/2009_Hungarian_Grand_Prix" ], [ "11", "2009", "11", "12", "European Grand Prix", "2009-08-23", "12:00:00", "http://en.wikipedia.org/wiki/2009_European_Grand_Prix" ], [ "12", "2009", "12", "13", "Belgian Grand Prix", "2009-08-30", "12:00:00", "http://en.wikipedia.org/wiki/2009_Belgian_Grand_Prix" ], [ "13", "2009", "13", "14", "Italian Grand Prix", "2009-09-13", "12:00:00", "http://en.wikipedia.org/wiki/2009_Italian_Grand_Prix" ], [ "14", "2009", "14", "15", "Singapore Grand Prix", "2009-09-27", "12:00:00", "http://en.wikipedia.org/wiki/2009_Singapore_Grand_Prix" ], [ "15", "2009", "15", "22", "Japanese Grand Prix", "2009-10-04", "05:00:00", "http://en.wikipedia.org/wiki/2009_Japanese_Grand_Prix" ], [ "16", "2009", "16", "18", "Brazilian Grand Prix", "2009-10-18", "16:00:00", "http://en.wikipedia.org/wiki/2009_Brazilian_Grand_Prix" ], [ "17", "2009", "17", "24", "Abu Dhabi Grand Prix", "2009-11-01", "11:00:00", "http://en.wikipedia.org/wiki/2009_Abu_Dhabi_Grand_Prix" ], [ "18", "2008", "1", "1", "Australian Grand Prix", "2008-03-16", "04:30:00", "http://en.wikipedia.org/wiki/2008_Australian_Grand_Prix" ], [ "19", "2008", "2", "2", "Malaysian Grand Prix", "2008-03-23", "07:00:00", "http://en.wikipedia.org/wiki/2008_Malaysian_Grand_Prix" ], [ "20", "2008", "3", "3", "Bahrain Grand Prix", "2008-04-06", "11:30:00", "http://en.wikipedia.org/wiki/2008_Bahrain_Grand_Prix" ], [ "21", "2008", "4", "4", "Spanish Grand Prix", "2008-04-27", "12:00:00", "http://en.wikipedia.org/wiki/2008_Spanish_Grand_Prix" ], [ "22", "2008", "5", "5", "Turkish Grand Prix", "2008-05-11", "12:00:00", "http://en.wikipedia.org/wiki/2008_Turkish_Grand_Prix" ], [ "23", "2008", "6", "6", "Monaco Grand Prix", "2008-05-25", "12:00:00", "http://en.wikipedia.org/wiki/2008_Monaco_Grand_Prix" ], [ "24", "2008", "7", "7", "Canadian Grand Prix", "2008-06-08", "17:00:00", "http://en.wikipedia.org/wiki/2008_Canadian_Grand_Prix" ], [ "25", "2008", "8", "8", "French Grand Prix", "2008-06-22", "12:00:00", "http://en.wikipedia.org/wiki/2008_French_Grand_Prix" ], [ "26", "2008", "9", "9", "British Grand Prix", "2008-07-06", "12:00:00", "http://en.wikipedia.org/wiki/2008_British_Grand_Prix" ], [ "27", "2008", "10", "10", "German Grand Prix", "2008-07-20", "12:00:00", "http://en.wikipedia.org/wiki/2008_German_Grand_Prix" ], [ "28", "2008", "11", "11", "Hungarian Grand Prix", "2008-08-03", "12:00:00", "http://en.wikipedia.org/wiki/2008_Hungarian_Grand_Prix" ], [ "29", "2008", "12", "12", "European Grand Prix", "2008-08-24", "12:00:00", "http://en.wikipedia.org/wiki/2008_European_Grand_Prix" ], [ "30", "2008", "13", "13", "Belgian Grand Prix", "2008-09-07", "12:00:00", "http://en.wikipedia.org/wiki/2008_Belgian_Grand_Prix" ], [ "31", "2008", "14", "14", "Italian Grand Prix", "2008-09-14", "12:00:00", "http://en.wikipedia.org/wiki/2008_Italian_Grand_Prix" ], [ "32", "2008", "15", "15", "Singapore Grand Prix", "2008-09-28", "12:00:00", "http://en.wikipedia.org/wiki/2008_Singapore_Grand_Prix" ], [ "33", "2008", "16", "16", "Japanese Grand Prix", "2008-10-12", "04:30:00", "http://en.wikipedia.org/wiki/2008_Japanese_Grand_Prix" ], [ "34", "2008", "17", "17", "Chinese Grand Prix", "2008-10-19", "07:00:00", "http://en.wikipedia.org/wiki/2008_Chinese_Grand_Prix" ], [ "35", "2008", "18", "18", "Brazilian Grand Prix", "2008-11-02", "17:00:00", "http://en.wikipedia.org/wiki/2008_Brazilian_Grand_Prix" ], [ "36", "2007", "1", "1", "Australian Grand Prix", "2007-03-18", "03:00:00", "http://en.wikipedia.org/wiki/2007_Australian_Grand_Prix" ], [ "37", "2007", "2", "2", "Malaysian Grand Prix", "2007-04-08", "07:00:00", "http://en.wikipedia.org/wiki/2007_Malaysian_Grand_Prix" ], [ "38", "2007", "3", "3", "Bahrain Grand Prix", "2007-04-15", "11:30:00", "http://en.wikipedia.org/wiki/2007_Bahrain_Grand_Prix" ], [ "39", "2007", "4", "4", "Spanish Grand Prix", "2007-05-13", "12:00:00", "http://en.wikipedia.org/wiki/2007_Spanish_Grand_Prix" ], [ "40", "2007", "5", "6", "Monaco Grand Prix", "2007-05-27", "12:00:00", "http://en.wikipedia.org/wiki/2007_Monaco_Grand_Prix" ], [ "41", "2007", "6", "7", "Canadian Grand Prix", "2007-06-10", "17:00:00", "http://en.wikipedia.org/wiki/2007_Canadian_Grand_Prix" ], [ "42", "2007", "7", "19", "United States Grand Prix", "2007-06-17", "17:00:00", "http://en.wikipedia.org/wiki/2007_United_States_Grand_Prix" ], [ "43", "2007", "8", "8", "French Grand Prix", "2007-07-01", "12:00:00", "http://en.wikipedia.org/wiki/2007_French_Grand_Prix" ], [ "44", "2007", "9", "9", "British Grand Prix", "2007-07-08", "12:00:00", "http://en.wikipedia.org/wiki/2007_British_Grand_Prix" ], [ "45", "2007", "10", "20", "European Grand Prix", "2007-07-22", "12:00:00", "http://en.wikipedia.org/wiki/2007_European_Grand_Prix" ], [ "46", "2007", "11", "11", "Hungarian Grand Prix", "2007-08-05", "12:00:00", "http://en.wikipedia.org/wiki/2007_Hungarian_Grand_Prix" ], [ "47", "2007", "12", "5", "Turkish Grand Prix", "2007-08-26", "12:00:00", "http://en.wikipedia.org/wiki/2007_Turkish_Grand_Prix" ], [ "48", "2007", "13", "14", "Italian Grand Prix", "2007-09-09", "12:00:00", "http://en.wikipedia.org/wiki/2007_Italian_Grand_Prix" ], [ "49", "2007", "14", "13", "Belgian Grand Prix", "2007-09-16", "12:00:00", "http://en.wikipedia.org/wiki/2007_Belgian_Grand_Prix" ], [ "50", "2007", "15", "16", "Japanese Grand Prix", "2007-09-30", "04:30:00", "http://en.wikipedia.org/wiki/2007_Japanese_Grand_Prix" ], [ "51", "2007", "16", "17", "Chinese Grand Prix", "2007-10-07", "06:00:00", "http://en.wikipedia.org/wiki/2007_Chinese_Grand_Prix" ], [ "52", "2007", "17", "18", "Brazilian Grand Prix", "2007-10-21", "16:00:00", "http://en.wikipedia.org/wiki/2007_Brazilian_Grand_Prix" ], [ "53", "2006", "1", "3", "Bahrain Grand Prix", "2006-03-12", "14:30:00", "http://en.wikipedia.org/wiki/2006_Bahrain_Grand_Prix" ], [ "54", "2006", "2", "2", "Malaysian Grand Prix", "2006-03-19", "15:00:00", "http://en.wikipedia.org/wiki/2006_Malaysian_Grand_Prix" ], [ "55", "2006", "3", "1", "Australian Grand Prix", "2006-04-02", "14:00:00", "http://en.wikipedia.org/wiki/2006_Australian_Grand_Prix" ], [ "56", "2006", "4", "21", "San Marino Grand Prix", "2006-04-23", "14:00:00", "http://en.wikipedia.org/wiki/2006_San_Marino_Grand_Prix" ], [ "57", "2006", "5", "20", "European Grand Prix", "2006-05-07", "14:00:00", "http://en.wikipedia.org/wiki/2006_European_Grand_Prix" ], [ "58", "2006", "6", "4", "Spanish Grand Prix", "2006-05-14", "14:00:00", "http://en.wikipedia.org/wiki/2006_Spanish_Grand_Prix" ], [ "59", "2006", "7", "6", "Monaco Grand Prix", "2006-05-28", "14:00:00", "http://en.wikipedia.org/wiki/2006_Monaco_Grand_Prix" ], [ "60", "2006", "8", "9", "British Grand Prix", "2006-06-11", "12:00:00", "http://en.wikipedia.org/wiki/2006_British_Grand_Prix" ], [ "61", "2006", "9", "7", "Canadian Grand Prix", "2006-06-25", "13:00:00", "http://en.wikipedia.org/wiki/2006_Canadian_Grand_Prix" ], [ "62", "2006", "10", "19", "United States Grand Prix", "2006-07-02", "14:00:00", "http://en.wikipedia.org/wiki/2006_United_States_Grand_Prix" ], [ "63", "2006", "11", "8", "French Grand Prix", "2006-07-16", "14:00:00", "http://en.wikipedia.org/wiki/2006_French_Grand_Prix" ], [ "64", "2006", "12", "10", "German Grand Prix", "2006-07-30", "14:00:00", "http://en.wikipedia.org/wiki/2006_German_Grand_Prix" ], [ "65", "2006", "13", "11", "Hungarian Grand Prix", "2006-08-06", "14:00:00", "http://en.wikipedia.org/wiki/2006_Hungarian_Grand_Prix" ], [ "66", "2006", "14", "5", "Turkish Grand Prix", "2006-08-27", "15:00:00", "http://en.wikipedia.org/wiki/2006_Turkish_Grand_Prix" ], [ "67", "2006", "15", "14", "Italian Grand Prix", "2006-09-10", "14:00:00", "http://en.wikipedia.org/wiki/2006_Italian_Grand_Prix" ], [ "68", "2006", "16", "17", "Chinese Grand Prix", "2006-10-01", "14:00:00", "http://en.wikipedia.org/wiki/2006_Chinese_Grand_Prix" ], [ "69", "2006", "17", "22", "Japanese Grand Prix", "2006-10-08", "14:00:00", "http://en.wikipedia.org/wiki/2006_Japanese_Grand_Prix" ], [ "70", "2006", "18", "18", "Brazilian Grand Prix", "2006-10-22", "14:00:00", "http://en.wikipedia.org/wiki/2006_Brazilian_Grand_Prix" ], [ "71", "2005", "1", "1", "Australian Grand Prix", "2005-03-06", "14:00:00", "http://en.wikipedia.org/wiki/2005_Australian_Grand_Prix" ], [ "72", "2005", "2", "2", "Malaysian Grand Prix", "2005-03-20", "15:00:00", "http://en.wikipedia.org/wiki/2005_Malaysian_Grand_Prix" ], [ "73", "2005", "3", "3", "Bahrain Grand Prix", "2005-04-03", "14:30:00", "http://en.wikipedia.org/wiki/2005_Bahrain_Grand_Prix" ], [ "74", "2005", "4", "21", "San Marino Grand Prix", "2005-04-24", "14:00:00", "http://en.wikipedia.org/wiki/2005_San_Marino_Grand_Prix" ], [ "75", "2005", "5", "4", "Spanish Grand Prix", "2005-05-08", "14:00:00", "http://en.wikipedia.org/wiki/2005_Spanish_Grand_Prix" ], [ "76", "2005", "6", "6", "Monaco Grand Prix", "2005-05-22", "14:00:00", "http://en.wikipedia.org/wiki/2005_Monaco_Grand_Prix" ], [ "77", "2005", "7", "20", "European Grand Prix", "2005-05-29", "14:00:00", "http://en.wikipedia.org/wiki/2005_European_Grand_Prix" ], [ "78", "2005", "8", "7", "Canadian Grand Prix", "2005-06-12", "13:00:00", "http://en.wikipedia.org/wiki/2005_Canadian_Grand_Prix" ], [ "79", "2005", "9", "19", "United States Grand Prix", "2005-06-19", "14:00:00", "http://en.wikipedia.org/wiki/2005_United_States_Grand_Prix" ], [ "80", "2005", "10", "8", "French Grand Prix", "2005-07-03", "14:00:00", "http://en.wikipedia.org/wiki/2005_French_Grand_Prix" ], [ "81", "2005", "11", "9", "British Grand Prix", "2005-07-10", "14:00:00", "http://en.wikipedia.org/wiki/2005_British_Grand_Prix" ], [ "82", "2005", "12", "10", "German Grand Prix", "2005-07-24", "14:00:00", "http://en.wikipedia.org/wiki/2005_German_Grand_Prix" ], [ "83", "2005", "13", "11", "Hungarian Grand Prix", "2005-07-31", "14:00:00", "http://en.wikipedia.org/wiki/2005_Hungarian_Grand_Prix" ], [ "84", "2005", "14", "5", "Turkish Grand Prix", "2005-08-21", "15:00:00", "http://en.wikipedia.org/wiki/2005_Turkish_Grand_Prix" ], [ "85", "2005", "15", "14", "Italian Grand Prix", "2005-09-04", "14:00:00", "http://en.wikipedia.org/wiki/2005_Italian_Grand_Prix" ], [ "86", "2005", "16", "13", "Belgian Grand Prix", "2005-09-11", "14:00:00", "http://en.wikipedia.org/wiki/2005_Belgian_Grand_Prix" ], [ "87", "2005", "17", "18", "Brazilian Grand Prix", "2005-09-25", "14:00:00", "http://en.wikipedia.org/wiki/2005_Brazilian_Grand_Prix" ], [ "88", "2005", "18", "22", "Japanese Grand Prix", "2005-10-09", "14:00:00", "http://en.wikipedia.org/wiki/2005_Japanese_Grand_Prix" ], [ "89", "2005", "19", "17", "Chinese Grand Prix", "2005-10-16", "14:00:00", "http://en.wikipedia.org/wiki/2005_Chinese_Grand_Prix" ], [ "90", "2004", "1", "1", "Australian Grand Prix", "2004-03-07", "None", "http://en.wikipedia.org/wiki/2004_Australian_Grand_Prix" ], [ "91", "2004", "2", "2", "Malaysian Grand Prix", "2004-03-21", "None", "http://en.wikipedia.org/wiki/2004_Malaysian_Grand_Prix" ], [ "92", "2004", "3", "3", "Bahrain Grand Prix", "2004-04-04", "None", "http://en.wikipedia.org/wiki/2004_Bahrain_Grand_Prix" ], [ "93", "2004", "4", "21", "San Marino Grand Prix", "2004-04-25", "None", "http://en.wikipedia.org/wiki/2004_San_Marino_Grand_Prix" ], [ "94", "2004", "5", "4", "Spanish Grand Prix", "2004-05-09", "None", "http://en.wikipedia.org/wiki/2004_Spanish_Grand_Prix" ], [ "95", "2004", "6", "6", "Monaco Grand Prix", "2004-05-23", "None", "http://en.wikipedia.org/wiki/2004_Monaco_Grand_Prix" ], [ "96", "2004", "7", "20", "European Grand Prix", "2004-05-30", "None", "http://en.wikipedia.org/wiki/2004_European_Grand_Prix" ], [ "97", "2004", "8", "7", "Canadian Grand Prix", "2004-06-13", "None", "http://en.wikipedia.org/wiki/2004_Canadian_Grand_Prix" ], [ "98", "2004", "9", "19", "United States Grand Prix", "2004-06-20", "None", "http://en.wikipedia.org/wiki/2004_United_States_Grand_Prix" ], [ "99", "2004", "10", "8", "French Grand Prix", "2004-07-04", "None", "http://en.wikipedia.org/wiki/2004_French_Grand_Prix" ], [ "100", "2004", "11", "9", "British Grand Prix", "2004-07-11", "None", "http://en.wikipedia.org/wiki/2004_British_Grand_Prix" ] ]
races
formula_1
{ "column_descriptions": [ "the unique identification number identifying the race", "year", "round", "circuit Id", "name of the race", "duration time", "time of the location", "introduction of races" ], "column_names_cleaned": [ "race ID", "year", "round", "Circuit Id", "name", "date", "time", "url" ], "column_types": [ "integer", "integer", "integer", "integer", "text", "date", "text", "text" ], "foreign_keys": [ { "column_name": "circuitId", "referenced_column_name": "circuitId", "referenced_table_name": "circuits" }, { "column_name": "year", "referenced_column_name": "year", "referenced_table_name": "seasons" } ], "primary_key": [ "raceId" ] }
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constructorResults
formula_1
{ "column_descriptions": [ "constructor Results Id", "race id", "constructor id", "points", "status" ], "column_names_cleaned": [ "constructor Results Id", "race Id", "constructor Id", "points", "status" ], "column_types": [ "integer", "integer", "integer", "real", "text" ], "foreign_keys": [ { "column_name": "constructorId", "referenced_column_name": "constructorId", "referenced_table_name": "constructors" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "constructorResultsId" ] }
[ [ "constructorStandingsId", "raceId", "constructorId", "points", "position", "positionText", "wins" ], [ "1", "18", "1", "14.0", "1", "1", "1" ], [ "2", "18", "2", "8.0", "3", "3", "0" ], [ "3", "18", "3", "9.0", "2", "2", "0" ], [ "4", "18", "4", "5.0", "4", "4", "0" ], [ "5", "18", "5", "2.0", "5", "5", "0" ], [ "6", "18", "6", "1.0", "6", "6", "0" ], [ "7", "19", "1", "24.0", "1", "1", "1" ], [ "8", "19", "2", "19.0", "2", "2", "0" ], [ "9", "19", "3", "9.0", "4", "4", "0" ], [ "10", "19", "4", "6.0", "5", "5", "0" ], [ "11", "19", "5", "2.0", "8", "8", "0" ], [ "12", "19", "6", "11.0", "3", "3", "1" ], [ "13", "19", "7", "5.0", "6", "6", "0" ], [ "14", "19", "9", "2.0", "7", "7", "0" ], [ "15", "19", "11", "0.0", "9", "9", "0" ], [ "16", "19", "10", "0.0", "10", "10", "0" ], [ "17", "19", "8", "0.0", "11", "11", "0" ], [ "18", "20", "1", "28.0", "3", "3", "1" ], [ "19", "20", "2", "30.0", "1", "1", "0" ], [ "20", "20", "3", "10.0", "4", "4", "0" ], [ "21", "20", "4", "6.0", "6", "6", "0" ], [ "22", "20", "5", "2.0", "8", "8", "0" ], [ "23", "20", "6", "29.0", "2", "2", "2" ], [ "24", "20", "7", "8.0", "5", "5", "0" ], [ "25", "20", "9", "4.0", "7", "7", "0" ], [ "26", "20", "11", "0.0", "9", "9", "0" ], [ "27", "20", "10", "0.0", "10", "10", "0" ], [ "28", "20", "8", "0.0", "11", "11", "0" ], [ "29", "21", "1", "34.0", "3", "3", "1" ], [ "30", "21", "2", "35.0", "2", "2", "0" ], [ "31", "21", "3", "12.0", "4", "4", "0" ], [ "32", "21", "4", "6.0", "7", "7", "0" ], [ "33", "21", "5", "2.0", "9", "9", "0" ], [ "34", "21", "6", "47.0", "1", "1", "3" ], [ "35", "21", "7", "9.0", "5", "5", "0" ], [ "36", "21", "9", "8.0", "6", "6", "0" ], [ "37", "21", "11", "3.0", "8", "8", "0" ], [ "38", "21", "10", "0.0", "10", "10", "0" ], [ "39", "21", "8", "0.0", "11", "11", "0" ], [ "40", "22", "1", "42.0", "3", "3", "1" ], [ "41", "22", "2", "44.0", "2", "2", "0" ], [ "42", "22", "3", "13.0", "4", "4", "0" ], [ "43", "22", "4", "9.0", "7", "7", "0" ], [ "44", "22", "5", "2.0", "9", "9", "0" ], [ "45", "22", "6", "63.0", "1", "1", "4" ], [ "46", "22", "7", "9.0", "6", "6", "0" ], [ "47", "22", "9", "10.0", "5", "5", "0" ], [ "48", "22", "11", "3.0", "8", "8", "0" ], [ "49", "22", "10", "0.0", "10", "10", "0" ], [ "50", "22", "8", "0.0", "11", "11", "0" ], [ "51", "23", "1", "53.0", "2", "2", "2" ], [ "52", "23", "2", "52.0", "3", "3", "0" ], [ "53", "23", "3", "15.0", "4", "4", "0" ], [ "54", "23", "4", "9.0", "7", "7", "0" ], [ "55", "23", "5", "6.0", "8", "8", "0" ], [ "56", "23", "6", "69.0", "1", "1", "4" ], [ "57", "23", "7", "9.0", "6", "6", "0" ], [ "58", "23", "9", "15.0", "5", "5", "0" ], [ "59", "23", "11", "6.0", "9", "9", "0" ], [ "60", "23", "10", "0.0", "10", "10", "0" ], [ "61", "23", "8", "0.0", "11", "11", "0" ], [ "62", "24", "1", "53.0", "3", "3", "2" ], [ "63", "24", "2", "70.0", "2", "2", "1" ], [ "64", "24", "3", "15.0", "6", "6", "0" ], [ "65", "24", "4", "9.0", "7", "7", "0" ], [ "66", "24", "5", "7.0", "9", "9", "0" ], [ "67", "24", "6", "73.0", "1", "1", "4" ], [ "68", "24", "7", "17.0", "5", "5", "0" ], [ "69", "24", "9", "21.0", "4", "4", "0" ], [ "70", "24", "11", "8.0", "8", "8", "0" ], [ "71", "24", "10", "0.0", "10", "10", "0" ], [ "72", "24", "8", "0.0", "11", "11", "0" ], [ "73", "25", "1", "58.0", "3", "3", "2" ], [ "74", "25", "2", "74.0", "2", "2", "1" ], [ "75", "25", "3", "15.0", "6", "6", "0" ], [ "76", "25", "4", "12.0", "7", "7", "0" ], [ "77", "25", "5", "7.0", "9", "9", "0" ], [ "78", "25", "6", "91.0", "1", "1", "5" ], [ "79", "25", "7", "23.0", "5", "5", "0" ], [ "80", "25", "9", "24.0", "4", "4", "0" ], [ "81", "25", "11", "8.0", "8", "8", "0" ], [ "82", "25", "10", "0.0", "10", "10", "0" ], [ "83", "25", "8", "0.0", "11", "11", "0" ], [ "84", "26", "1", "72.0", "3", "3", "3" ], [ "85", "26", "2", "82.0", "2", "2", "1" ], [ "86", "26", "3", "16.0", "6", "6", "0" ], [ "87", "26", "4", "15.0", "7", "7", "0" ], [ "88", "26", "5", "7.0", "9", "9", "0" ], [ "89", "26", "6", "96.0", "1", "1", "5" ], [ "90", "26", "7", "25.0", "4", "4", "0" ], [ "91", "26", "9", "24.0", "5", "5", "0" ], [ "92", "26", "11", "14.0", "8", "8", "0" ], [ "93", "26", "10", "0.0", "10", "10", "0" ], [ "94", "26", "8", "0.0", "11", "11", "0" ], [ "95", "27", "1", "86.0", "3", "3", "4" ], [ "96", "27", "2", "89.0", "2", "2", "1" ], [ "97", "27", "3", "16.0", "7", "7", "0" ], [ "98", "27", "4", "23.0", "6", "6", "0" ], [ "99", "27", "5", "8.0", "9", "9", "0" ], [ "100", "27", "6", "105.0", "1", "1", "5" ] ]
constructorStandings
formula_1
{ "column_descriptions": [ "unique identification of the constructor standing records", "id number identifying which races", "id number identifying which id", "how many points acquired in each race", "position or track of circuits", "nan", "wins" ], "column_names_cleaned": [ "constructor Standings Id", "race id", "constructor id", "points", "position", "position text", "wins" ], "column_types": [ "integer", "integer", "integer", "real", "integer", "text", "integer" ], "foreign_keys": [ { "column_name": "constructorId", "referenced_column_name": "constructorId", "referenced_table_name": "constructors" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "constructorStandingsId" ] }
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driverStandings
formula_1
{ "column_descriptions": [ "the unique identification number identifying driver standing records", "id number identifying which races", "id number identifying which drivers", "how many points acquired in each race", "position or track of circuits", "nan", "wins" ], "column_names_cleaned": [ "driver Standings Id", "constructor Reference name", "driverId", "points", "position", "position text", "wins" ], "column_types": [ "integer", "integer", "integer", "real", "integer", "text", "integer" ], "foreign_keys": [ { "column_name": "driverId", "referenced_column_name": "driverId", "referenced_table_name": "drivers" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "driverStandingsId" ] }
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lapTimes
formula_1
{ "column_descriptions": [ "the identification number identifying race", "the identification number identifying each driver", "lap number", "position or track of circuits", "lap time", "milliseconds" ], "column_names_cleaned": [ "race ID", "driver ID", "lap", "position", "time", "milliseconds" ], "column_types": [ "integer", "integer", "integer", "integer", "text", "integer" ], "foreign_keys": [ { "column_name": "driverId", "referenced_column_name": "driverId", "referenced_table_name": "drivers" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "raceId", "driverId", "lap" ] }
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"13", "16:27:03", "25.516", "25516" ], [ "842", "16", "1", "3", "16:09:07", "31.694", "31694" ], [ "842", "16", "2", "16", "16:32:31", "22.046", "22046" ], [ "842", "16", "3", "32", "17:00:56", "22.550", "22550" ], [ "842", "17", "1", "10", "16:21:21", "22.572", "22572" ], [ "842", "17", "2", "22", "16:42:37", "21.991", "21991" ], [ "842", "17", "3", "32", "17:00:01", "22.069", "22069" ], [ "842", "17", "4", "43", "17:19:10", "22.161", "22161" ], [ "842", "18", "1", "13", "16:26:29", "22.400", "22400" ], [ "842", "18", "2", "23", "16:44:11", "22.471", "22471" ], [ "842", "18", "3", "38", "17:10:13", "22.483", "22483" ], [ "842", "20", "1", "13", "16:26:17", "23.019", "23019" ], [ "842", "20", "2", "25", "16:47:27", "21.893", "21893" ], [ "842", "20", "3", "41", "17:15:08", "22.313", "22313" ], [ "842", "22", "1", "3", "16:10:04", "32.978", "32978" ], [ "842", "22", "2", "17", "16:35:41", "24.502", "24502" ], [ "842", "24", "1", "17", "16:34:56", "27.815", "27815" ], [ "842", "24", "2", "38", "17:13:32", "26.554", "26554" ], [ "842", "24", "3", "44", "17:25:07", "38.823", "38823" ], [ "842", "30", "1", "14", "16:28:34", "22.576", "22576" ], [ "842", "30", "2", "28", "16:53:26", "22.261", "22261" ], [ "842", "30", "3", "42", "17:18:08", "22.227", "22227" ], [ "842", "67", "1", "15", "16:30:23", "23.280", "23280" ], [ "842", "67", "2", "20", "16:39:30", "29.843", "29843" ], [ "842", "67", "3", "32", "17:01:03", "27.439", "27439" ], [ "842", "153", "1", "16", "16:32:25", "23.584", "23584" ], [ "842", "153", "2", "32", "17:00:55", "22.888", "22888" ], [ "842", "155", "1", "17", "16:33:53", "23.280", "23280" ], [ "842", "155", "2", "36", "17:07:26", "23.442", "23442" ], [ "842", "808", "1", "15", "16:30:10", "23.182", "23182" ], [ "842", "808", "2", "27", "16:51:25", "22.680", "22680" ], [ "842", "808", "3", "44", "17:21:08", "28.694", "28694" ], [ "842", "814", "1", "11", "16:23:16", "22.773", "22773" ], [ "842", "814", "2", "24", "16:46:20", "22.419", "22419" ] ]
pitStops
formula_1
{ "column_descriptions": [ "the identification number identifying race", "the identification number identifying each driver", "stop number", "lap number", "time", "duration time", "milliseconds" ], "column_names_cleaned": [ "race ID", "driver ID", "stop", "lap", "time", "duration", "milliseconds" ], "column_types": [ "integer", "integer", "integer", "integer", "text", "text", "integer" ], "foreign_keys": [ { "column_name": "driverId", "referenced_column_name": "driverId", "referenced_table_name": "drivers" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "raceId", "driverId", "stop" ] }
[ [ "qualifyId", "raceId", "driverId", "constructorId", "number", "position", "q1", "q2", "q3" ], [ "1", "18", "1", "1", "22", "1", "1:26.572", "1:25.187", "1:26.714" ], [ "2", "18", "9", "2", "4", "2", "1:26.103", "1:25.315", "1:26.869" ], [ "3", "18", "5", "1", "23", "3", "1:25.664", "1:25.452", "1:27.079" ], [ "4", "18", "13", "6", "2", "4", "1:25.994", "1:25.691", "1:27.178" ], [ "5", "18", "2", "2", "3", "5", "1:25.960", "1:25.518", "1:27.236" ], [ "6", "18", "15", "7", "11", "6", "1:26.427", "1:26.101", "1:28.527" ], [ "7", "18", "3", "3", "7", "7", "1:26.295", "1:26.059", "1:28.687" ], [ "8", "18", "14", "9", "9", "8", "1:26.381", "1:26.063", "1:29.041" ], [ "9", "18", "10", "7", "12", "9", "1:26.919", "1:26.164", "1:29.593" ], [ "10", "18", "20", "5", "15", "10", "1:26.702", "1:25.842", "None" ], [ "11", "18", "22", "11", "17", "11", "1:26.369", "1:26.173", "None" ], [ "12", "18", "4", "4", "5", "12", "1:26.907", "1:26.188", "None" ], [ "13", "18", "18", "11", "16", "13", "1:26.712", "1:26.259", "None" ], [ "14", "18", "6", "3", "8", "14", "1:26.891", "1:26.413", "None" ], [ "15", "18", "17", "9", "10", "15", "1:26.914", "None", "None" ], [ "16", "18", "8", "6", "1", "16", "1:26.140", "None", "None" ], [ "17", "18", "21", "10", "21", "17", "1:27.207", "None", "None" ], [ "18", "18", "7", "5", "14", "18", "1:27.446", "None", "None" ], [ "19", "18", "16", "10", "20", "19", "1:27.859", "None", "None" ], [ "20", "18", "11", "8", "18", "20", "1:28.208", "None", "None" ], [ "21", "18", "12", "4", "6", "21", "1:28.330", "None", "None" ], [ "22", "18", "19", "8", "19", "22", "1:29.059", "None", "None" ], [ "23", "19", "13", "6", "2", "1", "1:35.347", "1:34.412", "1:35.748" ], [ "24", "19", "8", "6", "1", "2", "1:35.645", "1:34.188", "1:36.230" ], [ "25", "19", "5", "1", "23", "3", "1:35.227", "1:34.759", "1:36.613" ], [ "26", "19", "1", "1", "22", "4", "1:35.392", "1:34.627", "1:36.709" ], [ "27", "19", "15", "7", "11", "5", "1:35.205", "1:34.960", "1:36.711" ], [ "28", "19", "9", "2", "4", "6", "1:35.794", "1:34.811", "1:36.727" ], [ "29", "19", "2", "2", "3", "7", "1:35.729", "1:34.648", "1:36.753" ], [ "30", "19", "17", "9", "10", "8", "1:35.440", "1:34.967", "1:37.009" ], [ "31", "19", "4", "4", "5", "9", "1:35.983", "1:35.140", "1:38.450" ], [ "32", "19", "10", "7", "12", "10", "1:35.891", "1:35.000", "1:39.656" ], [ "33", "19", "18", "11", "16", "11", "1:35.847", "1:35.208", "None" ], [ "34", "19", "14", "9", "9", "12", "1:36.058", "1:35.408", "None" ], [ "35", "19", "12", "4", "6", "13", "1:36.074", "1:35.562", "None" ], [ "36", "19", "22", "11", "17", "14", "1:36.198", "1:35.622", "None" ], [ "37", "19", "20", "5", "15", "15", "1:36.111", "1:35.648", "None" ], [ "38", "19", "3", "3", "7", "16", "1:35.843", "1:35.670", "None" ], [ "39", "19", "21", "10", "21", "17", "1:36.240", "None", "None" ], [ "40", "19", "6", "3", "8", "18", "1:36.388", "None", "None" ], [ "41", "19", "7", "5", "14", "19", "1:36.677", "None", "None" ], [ "42", "19", "11", "8", "18", "20", "1:37.087", "None", "None" ], [ "43", "19", "16", "10", "20", "21", "1:37.101", "None", "None" ], [ "44", "19", "19", "8", "19", "22", "1:37.481", "None", "None" ], [ "45", "20", "9", "2", "4", "1", "1:32.893", "1:31.745", "1:33.096" ], [ "46", "20", "13", "6", "2", "2", "1:31.937", "1:31.188", "1:33.123" ], [ "47", "20", "1", "1", "22", "3", "1:32.750", "1:31.922", "1:33.292" ], [ "48", "20", "8", "6", "1", "4", "1:32.652", "1:31.933", "1:33.418" ], [ "49", "20", "5", "1", "23", "5", "1:33.057", "1:31.718", "1:33.488" ], [ "50", "20", "2", "2", "3", "6", "1:33.137", "1:31.909", "1:33.737" ], [ "51", "20", "15", "7", "11", "7", "1:32.493", "1:32.159", "1:33.994" ], [ "52", "20", "3", "3", "7", "8", "1:32.903", "1:32.185", "1:34.015" ], [ "53", "20", "18", "11", "16", "9", "1:32.793", "1:32.362", "1:35.057" ], [ "54", "20", "4", "4", "5", "10", "1:32.947", "1:32.345", "1:35.115" ], [ "55", "20", "17", "9", "10", "11", "1:33.194", "1:32.371", "None" ], [ 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"4", "1:21.423", "1:20.597", "1:22.065" ], [ "71", "21", "1", "1", "22", "5", "1:21.366", "1:20.825", "1:22.096" ], [ "72", "21", "5", "1", "23", "6", "1:21.430", "1:20.817", "1:22.231" ], [ "73", "21", "17", "9", "10", "7", "1:21.494", "1:20.984", "1:22.429" ], [ "74", "21", "15", "7", "11", "8", "1:21.158", "1:20.907", "1:22.529" ], [ "75", "21", "2", "2", "3", "9", "1:21.466", "1:20.815", "1:22.542" ], [ "76", "21", "12", "4", "6", "10", "1:21.409", "1:20.894", "1:22.699" ], [ "77", "21", "22", "11", "17", "11", "1:21.548", "1:21.049", "None" ], [ "78", "21", "6", "3", "8", "12", "1:21.690", "1:21.117", "None" ], [ "79", "21", "18", "11", "16", "13", "1:21.757", "1:21.211", "None" ], [ "80", "21", "10", "7", "12", "14", "1:21.427", "1:21.230", "None" ], [ "81", "21", "3", "3", "7", "15", "1:21.472", "1:21.349", "None" ], [ "82", "21", "7", "5", "14", "16", "1:21.540", "1:21.724", "None" ], [ "83", "21", "14", "9", "9", "17", "1:21.810", "None", "None" ], [ "84", "21", "20", "5", "15", "18", "1:22.108", "None", "None" ], [ "85", "21", "21", "10", "21", "19", "1:22.516", "None", "None" ], [ "86", "21", "16", "10", "20", "20", "1:23.224", "None", "None" ], [ "87", "21", "19", "8", "19", "21", "1:23.318", "None", "None" ], [ "88", "21", "11", "8", "18", "22", "1:23.496", "None", "None" ], [ "89", "22", "13", "6", "2", "1", "1:25.994", "1:26.192", "1:27.617" ], [ "90", "22", "5", "1", "23", "2", "1:26.736", "1:26.290", "1:27.808" ], [ "91", "22", "1", "1", "22", "3", "1:26.192", "1:26.477", "1:27.923" ], [ "92", "22", "8", "6", "1", "4", "1:26.457", "1:26.050", "1:27.936" ], [ "93", "22", "9", "2", "4", "5", "1:26.761", "1:26.129", "1:28.390" ], [ "94", "22", "17", "9", "10", "6", "1:26.773", "1:26.466", "1:28.417" ], [ "95", "22", "4", "4", "5", "7", "1:26.836", "1:26.522", "1:28.422" ], [ "96", "22", "15", "7", "11", "8", "1:26.695", "1:26.822", "1:28.836" ], [ "97", "22", "2", "2", "3", "9", "1:27.107", "1:27.607", "1:28.882" ], [ "98", "22", "14", "9", "9", "10", "1:26.939", "1:26.520", "1:29.959" ], [ "99", "22", "3", "3", "7", "11", "1:27.367", "1:27.012", "None" ], [ "100", "22", "22", "11", "17", "12", "1:27.355", "1:27.219", "None" ] ]
qualifying
formula_1
{ "column_descriptions": [ "the unique identification number identifying qualifying", "the identification number identifying each race", "the identification number identifying each driver", "constructor Id", "number", "position or track of circuit", "time in qualifying 1", "time in qualifying 2", "time in qualifying 3" ], "column_names_cleaned": [ "qualify Id", "race Id", "driver Id", "constructor id", "number", "position", "qualifying 1", "qualifying 2", "qualifying 3" ], "column_types": [ "integer", "integer", "integer", "integer", "integer", "integer", "text", "text", "text" ], "foreign_keys": [ { "column_name": "constructorId", "referenced_column_name": "constructorId", "referenced_table_name": "constructors" }, { "column_name": "driverId", "referenced_column_name": "driverId", "referenced_table_name": "drivers" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "qualifyId" ] }
[ [ "statusId", "status" ], [ "1", "Finished" ], [ "2", "Disqualified" ], [ "3", "Accident" ], [ "4", "Collision" ], [ "5", "Engine" ], [ "6", "Gearbox" ], [ "7", "Transmission" ], [ "8", "Clutch" ], [ "9", "Hydraulics" ], [ "10", "Electrical" ], [ "11", "+1 Lap" ], [ "12", "+2 Laps" ], [ "13", "+3 Laps" ], [ "14", "+4 Laps" ], [ "15", "+5 Laps" ], [ "16", "+6 Laps" ], [ "17", "+7 Laps" ], [ "18", "+8 Laps" ], [ "19", "+9 Laps" ], [ "20", "Spun off" ], [ "21", "Radiator" ], [ "22", "Suspension" ], [ "23", "Brakes" ], [ "24", "Differential" ], [ "25", "Overheating" ], [ "26", "Mechanical" ], [ "27", "Tyre" ], [ "28", "Driver Seat" ], [ "29", "Puncture" ], [ "30", "Driveshaft" ], [ "31", "Retired" ], [ "32", "Fuel pressure" ], [ "33", "Front wing" ], [ "34", "Water pressure" ], [ "35", "Refuelling" ], [ "36", "Wheel" ], [ "37", "Throttle" ], [ "38", "Steering" ], [ "39", "Technical" ], [ "40", "Electronics" ], [ "41", "Broken wing" ], [ "42", "Heat shield fire" ], [ "43", "Exhaust" ], [ "44", "Oil leak" ], [ "45", "+11 Laps" ], [ "46", "Wheel rim" ], [ "47", "Water leak" ], [ "48", "Fuel pump" ], [ "49", "Track rod" ], [ "50", "+17 Laps" ], [ "51", "Oil pressure" ], [ "53", "+13 Laps" ], [ "54", "Withdrew" ], [ "55", "+12 Laps" ], [ "56", "Engine fire" ], [ "58", "+26 Laps" ], [ "59", "Tyre puncture" ], [ "60", "Out of fuel" ], [ "61", "Wheel nut" ], [ "62", "Not classified" ], [ "63", "Pneumatics" ], [ "64", "Handling" ], [ "65", "Rear wing" ], [ "66", "Fire" ], [ "67", "Wheel bearing" ], [ "68", "Physical" ], [ "69", "Fuel system" ], [ "70", "Oil line" ], [ "71", "Fuel rig" ], [ "72", "Launch control" ], [ "73", "Injured" ], [ "74", "Fuel" ], [ "75", "Power loss" ], [ "76", "Vibrations" ], [ "77", "107% Rule" ], [ "78", "Safety" ], [ "79", "Drivetrain" ], [ "80", "Ignition" ], [ "81", "Did not qualify" ], [ "82", "Injury" ], [ "83", "Chassis" ], [ "84", "Battery" ], [ "85", "Stalled" ], [ "86", "Halfshaft" ], [ "87", "Crankshaft" ], [ "88", "+10 Laps" ], [ "89", "Safety concerns" ], [ "90", "Not restarted" ], [ "91", "Alternator" ], [ "92", "Underweight" ], [ "93", "Safety belt" ], [ "94", "Oil pump" ], [ "95", "Fuel leak" ], [ "96", "Excluded" ], [ "97", "Did not prequalify" ], [ "98", "Injection" ], [ "99", "Distributor" ], [ "100", "Driver unwell" ], [ "101", "Turbo" ], [ "102", "CV joint" ] ]
status
formula_1
{ "column_descriptions": [ "the unique identification number identifying status", "full name of status" ], "column_names_cleaned": [ "status ID", "status" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "statusId" ] }
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results
formula_1
{ "column_descriptions": [ "the unique identification number identifying race result", "the identification number identifying the race", "the identification number identifying the driver", "the identification number identifying which constructors", "number", "the number identifying the area where cars are set into a grid formation in order to start the race.", "The finishing position or track of circuits", "nan", "the finishing order of positions", "points", "lap number", "finish time", "the actual finishing time of drivers in milliseconds", "fastest lap number", "starting rank positioned by fastest lap speed", "fastest Lap Time", "fastest Lap Speed", "status ID" ], "column_names_cleaned": [ "Result ID", "race ID", "driver ID", "constructor Id", "number", "grid", "position", "position text", "position order", "points", "laps", "time", "milliseconds", "fastest lap", "rank", "fastest Lap Time", "fastest Lap Speed", "status Id" ], "column_types": [ "integer", "integer", "integer", "integer", "integer", "integer", "integer", "text", "integer", "real", "integer", "text", "integer", "integer", "integer", "text", "text", "integer" ], "foreign_keys": [ { "column_name": "statusId", "referenced_column_name": "statusId", "referenced_table_name": "status" }, { "column_name": "constructorId", "referenced_column_name": "constructorId", "referenced_table_name": "constructors" }, { "column_name": "driverId", "referenced_column_name": "driverId", "referenced_table_name": "drivers" }, { "column_name": "raceId", "referenced_column_name": "raceId", "referenced_table_name": "races" } ], "primary_key": [ "resultId" ] }
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Hirsch Elementary", "Unified School District", "Elementary Schools (Public)", "Traditional", "None", "0", "None", "None", "0", "K", "6", "540.0", "108.0", "0.2", "123.0", "0.227777777777778", "538.0", "107.0", "0.198884758364312", "122.0", "0.226765799256506", "1" ], [ "01611766000798", "2014-2015", "01", "61176", "6000798", "Alameda", "Fremont Unified", "Parkmont Elementary", "Unified School District", "Elementary Schools (Public)", "Traditional", "None", "0", "None", "None", "0", "K", "6", "919.0", "54.0", "0.058759521218716", "68.0", "0.073993471164309", "888.0", "53.0", "0.0596846846846847", "67.0", "0.0754504504504505", "1" ], [ "01611766000806", "2014-2015", "01", "61176", "6000806", "Alameda", "Fremont Unified", "Patterson Elementary", "Unified School District", "Elementary Schools (Public)", "Traditional", "None", "0", "None", "None", "0", "K", "6", "619.0", "123.0", "0.198707592891761", "170.0", "0.274636510500808", "619.0", "123.0", "0.198707592891761", "170.0", "0.274636510500808", "1" ], [ "01611766000830", "2014-2015", "01", "61176", "6000830", "Alameda", "Fremont Unified", "Vallejo Mill Elementary", "Unified School District", "Elementary Schools (Public)", "Traditional", "None", "0", "None", "None", "0", "K", "6", "552.0", "129.0", "0.233695652173913", "144.0", "0.260869565217391", "537.0", "127.0", "0.236499068901304", "142.0", "0.264432029795158", "1" ], [ "01611766000848", "2014-2015", "01", "61176", "6000848", "Alameda", "Fremont Unified", "Warm Springs Elementary", "Unified School District", "Elementary Schools (Public)", "Traditional", "None", "0", "None", "None", "0", "3", "6", "871.0", "21.0", "0.0241102181400689", "29.0", "0.0332950631458094", "871.0", "21.0", "0.0241102181400689", "29.0", "0.0332950631458094", "1" ] ]
frpm
california_schools
{ "column_descriptions": [ "CDSCode", "Academic Year", "County Code", "District Code", "School Code", "County Code", "District Name", "School Name", "District Type", "School Type", "Educational Option Type", "NSLP Provision Status", "Charter School (Y/N)", "Charter School Number", "Charter Funding Type", "nan", "Low Grade", "High Grade", "Enrollment (K-12)", "Free Meal Count (K-12)", "nan", "Free or Reduced Price Meal Count (K-12)", "nan", "Enrollment (Ages 5-17)", "Free Meal Count (Ages 5-17)", "nan", "nan", "nan", "2013-14 CALPADS Fall 1 Certification Status" ], "column_names_cleaned": [ "CDSCode", "Academic Year", "County Code", "District Code", "School Code", "County Name", "District Name", "School Name", "District Type", "School Type", "Educational Option Type", "NSLP Provision Status", "Charter School (Y/N)", "Charter School Number", "Charter Funding Type", "IRC", "Low Grade", "High Grade", "Enrollment (K-12)", "Free Meal Count (K-12)", "Percent (%) Eligible Free (K-12)", "FRPM Count (K-12)", "Percent (%) Eligible FRPM (K-12)", "Enrollment (Ages 5-17)", "Free Meal Count (Ages 5-17)", "Percent (%) Eligible Free (Ages 5-17)", "FRPM Count (Ages 5-17)", "Percent (%) Eligible FRPM (Ages 5-17)", "2013-14 CALPADS Fall 1 Certification Status" ], "column_types": [ "text", "text", "text", "integer", "text", "text", "text", "text", "text", "text", "text", "text", "integer", "text", "text", "integer", "text", "text", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "integer" ], "foreign_keys": [ { "column_name": "CDSCode", "referenced_column_name": "CDSCode", "referenced_table_name": "schools" } ], "primary_key": [ "CDSCode" ] }
[ [ "cds", "rtype", "sname", "dname", "cname", "enroll12", "NumTstTakr", "AvgScrRead", "AvgScrMath", "AvgScrWrite", "NumGE1500" ], [ "1100170000000", "D", "None", "Alameda County Office of Education", "Alameda", "398", "88", "418", "418", "417", "14" ], [ "1100170109835", "S", "FAME Public Charter", "Alameda County Office of Education", "Alameda", "62", "17", "503", "546", "505", "9" ], [ "1100170112607", "S", "Envision Academy for Arts & Technology", "Alameda County Office of Education", "Alameda", "75", "71", "397", "387", "395", "5" ], [ "1100170118489", "S", "Aspire California College Preparatory Academy", "Alameda County Office of Education", "Alameda", "61", "0", "None", "None", "None", "None" ], [ "1611190000000", "D", "None", "Alameda Unified", "Alameda", "922", "544", "521", "546", "519", "333" ], [ "1611190106401", "S", "Alameda Science and Technology Institute", "Alameda Unified", "Alameda", "36", "36", "562", "590", "555", "29" ], [ "1611190119222", "S", "Nea Community Learning Center", "Alameda Unified", "Alameda", "12", "6", "None", "None", "None", "None" ], [ "1611190130229", "S", "Alameda High", "Alameda Unified", "Alameda", "465", "325", "543", "573", "543", "229" ], [ "1611190130609", "S", "Alameda Community Learning Center", "Alameda Unified", "Alameda", "26", "20", "575", "593", "581", "16" ], [ "1611190130625", "S", "Alternatives in Action", "Alameda Unified", "Alameda", "41", "23", "352", "350", "343", "1" ], [ "1611190132878", "S", "Encinal High", "Alameda Unified", "Alameda", "238", "132", "483", "504", "476", "56" ], [ "1611190134304", "S", "Island High (Continuation)", "Alameda Unified", "Alameda", "100", "2", "None", "None", "None", "None" ], [ "1611270000000", "D", "None", "Albany City Unified", "Alameda", "289", "178", "572", "599", "574", "136" ], [ "1611270130450", "S", "Albany High", "Albany City Unified", "Alameda", "273", "178", "572", "599", "574", "136" ], [ "1611430000000", "D", "None", "Berkeley Unified", "Alameda", "885", "490", "566", "562", "559", "337" ], [ "1611430122697", "S", "REALM Charter High", "Berkeley Unified", "Alameda", "76", "36", "384", "360", "386", "2" ], [ "1611430131177", "S", "Berkeley High", "Berkeley Unified", "Alameda", "741", "450", "583", "580", "574", "335" ], [ "1611430134924", "S", "Berkeley Technology Academy", "Berkeley Unified", "Alameda", "59", "4", "None", "None", "None", "None" ], [ "1611500000000", "D", "None", "Castro Valley Unified", "Alameda", "755", "438", "527", "556", "524", "273" ], [ "1611500132225", "S", "Castro Valley High", "Castro Valley Unified", "Alameda", "688", "438", "527", "556", "524", "273" ], [ "1611680000000", "D", "None", "Emery Unified", "Alameda", "47", "23", "420", "433", "441", "6" ], [ "1611680132746", "S", "Emery Secondary", "Emery Unified", "Alameda", "47", "23", "420", "433", "441", "6" ], [ "1611760000000", "D", "None", "Fremont Unified", "Alameda", "2511", "1537", "586", "626", "599", "1215" ], [ "1611760130062", "S", "American High", "Fremont Unified", "Alameda", "457", "309", "573", "608", "592", "243" ], [ "1611760130138", "S", "Robertson High (Continuation)", "Fremont Unified", "Alameda", "119", "1", "None", "None", "None", "None" ], [ "1611760130435", "S", "Vista Alternative", "Fremont Unified", "Alameda", "23", "0", "None", "None", "None", "None" ], [ "1611760130534", "S", "Circle of Independent Learning", "Fremont Unified", "Alameda", "44", "5", "None", "None", "None", "None" ], [ "1611760134270", "S", "Irvington High", "Fremont Unified", "Alameda", "500", "364", "590", "634", "606", "309" ], [ "1611760134452", "S", "John F. Kennedy High", "Fremont Unified", "Alameda", "368", "179", "485", "509", "485", "77" ], [ "1611760135244", "S", "Mission San Jose High", "Fremont Unified", "Alameda", "518", "453", "653", "699", "671", "421" ], [ "1611760138693", "S", "Washington High", "Fremont Unified", "Alameda", "442", "226", "546", "587", "549", "164" ], [ "1611920000000", "D", "None", "Hayward Unified", "Alameda", "1557", "686", "437", "456", "440", "168" ], [ "1611920108670", "S", "Leadership Public Schools - Hayward", "Hayward Unified", "Alameda", "116", "97", "439", "490", "443", "27" ], [ "1611920113902", "S", "Impact Academy of Arts & Technology", "Hayward Unified", "Alameda", "105", "99", "435", "451", "444", "25" ], [ "1611920133629", "S", "Hayward High", "Hayward Unified", "Alameda", "384", "162", "430", "440", "433", "30" ], [ "1611920135319", "S", "Mt. Eden High", "Hayward Unified", "Alameda", "441", "214", "451", "471", "449", "69" ], [ "1611920138339", "S", "Tennyson High", "Hayward Unified", "Alameda", "325", "114", "424", "425", "427", "17" ], [ "1612000000000", "D", "None", "Livermore Valley Joint Unified", "Alameda", "975", "423", "544", "561", "533", "294" ], [ "1612000130393", "S", "Vineyard Alternative", "Livermore Valley Joint Unified", "Alameda", "39", "2", "None", "None", "None", "None" ], [ "1612000133397", "S", "Granada High", "Livermore Valley Joint Unified", "Alameda", "454", "230", "544", "567", "530", "158" ], [ "1612000134536", "S", "Livermore High", "Livermore Valley Joint Unified", "Alameda", "382", "191", "543", "554", "536", "134" ], [ "1612340000000", "D", "None", "Newark Unified", "Alameda", "512", "234", "486", "498", "487", "105" ], [ "1612340130054", "S", "Newark Memorial High", "Newark Unified", "Alameda", "444", "234", "486", "498", "487", "105" ], [ "1612340130484", "S", "Crossroads High (Alternative)", "Newark Unified", "Alameda", "15", "0", "None", "None", "None", "None" ], [ "1612420000000", "D", "None", "New Haven Unified", "Alameda", "1130", "453", "499", "522", "494", "229" ], [ "1612420126763", "S", "Decoto School for Independent Study", "New Haven Unified", "Alameda", "62", "1", "None", "None", "None", "None" ], [ "1612420134668", "S", "James Logan High", "New Haven Unified", "Alameda", "937", "452", "499", "522", "494", "229" ], [ "1612590000000", "D", "None", "Oakland Unified", "Alameda", "2971", "1509", "438", "445", "436", "405" ], [ "1612590100065", "S", "Oakland Unity High", "Oakland Unified", "Alameda", "55", "49", "384", "396", "399", "5" ], [ "1612590100701", "S", "MetWest High", "Oakland Unified", "Alameda", "38", "34", "418", "387", "385", "5" ], [ "1612590106906", "S", "Bay Area Technology", "Oakland Unified", "Alameda", "25", "21", "401", "428", "390", "3" ], [ "1612590108944", "S", "Lighthouse Community Charter High", "Oakland Unified", "Alameda", "53", "53", "432", "483", "447", "10" ], [ "1612590110189", "S", "McClymonds High", "Oakland Unified", "Alameda", "54", "44", "355", "350", "353", "0" ], [ "1612590111856", "S", "American Indian Public High", "Oakland Unified", "Alameda", "27", "30", "505", "603", "514", "22" ], [ "1612590112797", "S", "Coliseum College Prep Academy", "Oakland Unified", "Alameda", "51", "38", "373", "374", "383", "2" ], [ "1612590114868", "S", "Oakland Charter High", "Oakland Unified", "Alameda", "55", "56", "520", "583", "524", "38" ], [ "1612590115238", "S", "ARISE High", "Oakland Unified", "Alameda", "36", "39", "359", "367", "369", "1" ], [ "1612590115386", "S", "Civicorps Corpsmember Academy", "Oakland Unified", "Alameda", "80", "0", "None", "None", "None", "None" ], [ "1612590115667", "S", "Oakland International High", "Oakland Unified", "Alameda", "90", "19", "308", "352", "327", "0" ], [ "1612590118224", "S", "Aspire Golden State College Preparatory Academy", "Oakland Unified", "Alameda", "59", "57", "376", "371", "383", "3" ], [ "1612590119859", "S", "Gateway to College at Laney College", "Oakland Unified", "Alameda", "57", "0", "None", "None", "None", "None" ], [ "1612590125161", "S", "Castlemont High", "Oakland Unified", "Alameda", "125", "69", "355", "348", "351", "2" ], [ "1612590125716", "S", "Fremont High", "Oakland Unified", "Alameda", "147", "66", "399", "398", "392", "6" ], [ "1612590126748", "S", "LPS Oakland R & D Campus", "Oakland Unified", "Alameda", "58", "0", "None", "None", "None", "None" ], [ "1612590130146", "S", "Rudsdale Continuation", "Oakland Unified", "Alameda", "91", "1", "None", "None", "None", "None" ], [ "1612590130179", "S", "Street Academy (Alternative)", "Oakland Unified", "Alameda", "26", "3", "None", "None", "None", "None" ], [ "1612590130575", "S", "LIFE Academy", "Oakland Unified", "Alameda", "69", "54", "378", "374", "377", "4" ], [ "1612590130617", "S", "Oakland Military Institute, College Preparatory Ac", "Oakland Unified", "Alameda", "74", "66", "417", "429", "418", "12" ], [ "1612590130666", "S", "Aspire Lionel Wilson College Preparatory Academy", "Oakland Unified", "Alameda", "59", "52", "391", "416", "410", "3" ], [ "1612590135905", "S", "Oakland High", "Oakland Unified", "Alameda", "334", "187", "414", "436", "417", "32" ], [ "1612590136051", "S", "Oakland Technical High", "Oakland Unified", "Alameda", "450", "308", "515", "520", "503", "168" ], [ "1612590137943", "S", "Skyline High", "Oakland Unified", "Alameda", "390", "179", "447", "446", "447", "49" ], [ "1612593030772", "S", "Oakland School for the Arts", "Oakland Unified", "Alameda", "99", "80", "529", "470", "523", "40" ], [ "1612596114011", "S", "Independent Study, Sojourner Truth", "Oakland Unified", "Alameda", "59", "4", "None", "None", "None", "None" ], [ "1612750000000", "D", "None", "Piedmont City Unified", "Alameda", "229", "150", "615", "622", "619", "135" ], [ "1612750130286", "S", "Millennium High Alternative", "Piedmont City Unified", "Alameda", "31", "10", "None", "None", "None", "None" ], [ "1612750136515", "S", "Piedmont High", "Piedmont City Unified", "Alameda", "198", "140", "621", "629", "625", "129" ], [ "1612910000000", "D", "None", "San Leandro Unified", "Alameda", "752", "325", "460", "462", "460", "104" ], [ "1612910134528", "S", "Lincoln High (Continuation)", "San Leandro Unified", "Alameda", "99", "1", "None", "None", "None", "None" ], [ "1612910137588", "S", "San Leandro High", "San Leandro Unified", "Alameda", "646", "324", "461", "462", "460", "104" ], [ "1613090000000", "D", "None", "San Lorenzo Unified", "Alameda", "1068", "528", "463", "482", "459", "175" ], [ "1613090111799", "S", "East Bay Arts High", "San Lorenzo Unified", "Alameda", "65", "34", "423", "422", "418", "7" ], [ "1613090114421", "S", "KIPP King Collegiate High", "San Lorenzo Unified", "Alameda", "122", "115", "482", "475", "478", "42" ], [ "1613090130849", "S", "Arroyo High", "San Lorenzo Unified", "Alameda", "415", "218", "489", "521", "479", "99" ], [ "1613090137810", "S", "San Lorenzo High", "San Lorenzo Unified", "Alameda", "357", "161", "423", "447", "426", "27" ], [ "1750930000000", "D", "None", "Dublin Unified", "Alameda", "498", "292", "534", "565", "533", "190" ], [ "1750930132704", "S", "Dublin High", "Dublin Unified", "Alameda", "456", "292", "534", "565", "533", "190" ], [ "1751010000000", "D", "None", "Pleasanton Unified", "Alameda", "1270", "882", "591", "611", "590", "736" ], [ "1751010130096", "S", "Foothill High", "Pleasanton Unified", "Alameda", "522", "394", "585", "607", "587", "326" ], [ "1751010130583", "S", "Amador Valley High", "Pleasanton Unified", "Alameda", "650", "488", "596", "614", "592", "410" ], [ "1766530000000", "D", "None", "SBE - Livermore Valley Charter Preparatory High", "Alameda", "107", "75", "516", "523", "515", "45" ], [ "3100330000000", "D", "None", "Amador County Office of Education", "Amador", "16", "0", "None", "None", "None", "None" ], [ "3739810000000", "D", "None", "Amador County Unified", "Amador", "317", "97", "525", "514", "503", "60" ], [ "3739810330050", "S", "North Star Independent Study", "Amador County Unified", "Amador", "17", "0", "None", "None", "None", "None" ], [ "3739810330753", "S", "Amador High", "Amador County Unified", "Amador", "149", "70", "532", "523", "504", "45" ], [ "3739810334755", "S", "Argonaut High", "Amador County Unified", "Amador", "125", "27", "508", "492", "502", "15" ], [ "4100410000000", "D", "None", "Butte County Office of Education", "Butte", "162", "26", "532", "462", "485", "10" ], [ "4100410114991", "S", "CORE Butte Charter", "Butte County Office of Education", "Butte", "100", "26", "532", "462", "485", "10" ], [ "4100410430090", "S", "Learning Community Charter", "Butte County Office of Education", "Butte", "47", "0", "None", "None", "None", "None" ], [ "4614080000000", "D", "None", "Biggs Unified", "Butte", "37", "11", "433", "429", "406", "2" ] ]
satscores
california_schools
{ "column_descriptions": [ "California Department Schools", "rtype", "school name", "district segment", "county name", "enrollment (1st-12nd grade)", "Number of Test Takers in this school", "average scores in Reading", "average scores in Math", "average scores in writing", "Number of Test Takers Whose Total SAT Scores Are Greater or Equal to 1500" ], "column_names_cleaned": [ "cds", "rtype", "school name", "district name", "county name", "enrollment (1st-12nd grade)", "Number of Test Takers", "average scores in Reading", "average scores in Math", "average scores in writing", "Number of Test Takers Whose Total SAT Scores Are Greater or Equal to 1500" ], "column_types": [ "text", "text", "text", "text", "text", "integer", "integer", "integer", "integer", "integer", "integer" ], "foreign_keys": [ { "column_name": "cds", "referenced_column_name": "CDSCode", "referenced_table_name": "schools" } ], "primary_key": [ "cds" ] }
[ [ "CDSCode", "NCESDist", "NCESSchool", "StatusType", "County", "District", "School", "Street", "StreetAbr", "City", "Zip", "State", "MailStreet", "MailStrAbr", "MailCity", "MailZip", "MailState", "Phone", "Ext", "Website", "OpenDate", "ClosedDate", "Charter", "CharterNum", "FundingType", "DOC", "DOCType", "SOC", "SOCType", "EdOpsCode", "EdOpsName", "EILCode", "EILName", "GSoffered", "GSserved", "Virtual", "Magnet", "Latitude", "Longitude", "AdmFName1", "AdmLName1", "AdmEmail1", "AdmFName2", "AdmLName2", "AdmEmail2", "AdmFName3", "AdmLName3", "AdmEmail3", "LastUpdate" ], [ "01100170000000", "0691051", "None", "Active", "Alameda", "Alameda County Office of Education", "None", "313 West Winton Avenue", "313 West Winton Ave.", "Hayward", "94544-1136", "CA", "313 West Winton Avenue", "313 West Winton Ave.", "Hayward", "94544-1136", "CA", "(510) 887-0152", "None", "www.acoe.org", "None", "None", "None", "None", "None", "00", "County Office of Education (COE)", "None", "None", "None", 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"None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350130096", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Foothill High", "4375 Foothill Road", "4375 Foothill Rd.", "Pleasanton", "94566-9799", "CA", "4375 Foothill Road", "4375 Foothill Rd.", "Pleasanton", "94566-9799", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "66", "High Schools (Public)", "None", "None", "HS", "High School", "9-12", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350130252", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Village High", "4750 First Street", "4750 First St.", "Pleasanton", "94566-8399", "CA", "4750 First Street", "4750 First St.", "Pleasanton", "94566-8399", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "68", "Continuation High Schools", "None", "None", "HS", "High School", "9-11", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350130310", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Pleasanton Unified Alternative", "Ten Neal Street", "Ten Neal St.", "Pleasanton", "94566", "CA", "Ten Neal Street", "Ten Neal St.", "Pleasanton", "94566", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "63", "Alternative Schools of Choice", "None", "None", "HS", "High School", "10-12", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350130583", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Amador Valley High", "1155 Santa Rita Road", "1155 Santa Rita Rd.", "Pleasanton", "94566-6176", "CA", "1155 Santa Rita Road", "1155 Santa Rita Rd.", "Pleasanton", "94566-6176", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "66", "High Schools (Public)", "None", "None", "HS", "High School", "9-12", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350132704", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Dublin High", "8151 Village Parkway", "8151 Village Pkwy.", "Dublin", "94568", "CA", "8151 Village Parkway", "8151 Village Pkwy.", "Dublin", "94568", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "66", "High Schools (Public)", "None", "None", "HS", "High School", "9-12", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ], [ "01611350138453", "None", "None", "Merged", "Alameda", "Amador Valley Joint Union High", "Valley High", "7001 Brighton Drive", "7001 Brighton Dr.", "Dublin", "94568-3075", "CA", "7001 Brighton Drive", "7001 Brighton Dr.", "Dublin", "94568-3075", "CA", "None", "None", "None", "1980-07-01", "1988-06-30", "0", "None", "None", "56", "High School District", "68", "Continuation High Schools", "None", "None", "HS", "High School", "11-12", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1999-06-24" ] ]
schools
california_schools
{ "column_descriptions": [ "CDSCode", "This field represents the 7-digit National Center for Educational Statistics (NCES) school district identification number. The first 2 digits identify the state and the last 5 digits identify the school district. Combined, they make a unique 7-digit ID for each school district.", "This field represents the 5-digit NCES school identification number. The NCESSchool combined with the NCESDist form a unique 12-digit ID for each school.", "This field identifies the status of the district.", "County name", "District", "School", "Street", "The abbreviated street address of the school, district, or administrative authority’s physical location.", "City", "Zip", "State", "MailStreet", "nan", "nan", "nan", "nan", "Phone", "The phone number extension of the school, district, or administrative authority.", "The website address of the school, district, or administrative authority.", "The date the school opened.", "The date the school closed.", "This field identifies a charter school.", "The charter school number,", "Indicates the charter school funding type", "District Ownership Code", "The District Ownership Code Type is the text description of the DOC category.", "The School Ownership Code is a numeric code used to identify the type of school.", "The School Ownership Code Type is the text description of the type of school.", "The Education Option Code is a short text description of the type of education offered.", "Educational Option Name", "The Educational Instruction Level Code is a short text description of the institution's type relative to the grade range served.", "The Educational Instruction Level Name is the long text description of the institution’s type relative to the grade range served.", "The grade span offered is the lowest grade and the highest grade offered or supported by the school, district, or administrative authority. This field might differ from the grade span served as reported in the most recent certified California Longitudinal Pupil Achievement (CALPADS) Fall 1 data collection.", "It is the lowest grade and the highest grade of student enrollment as reported in the most recent certified CALPADS Fall 1 data collection. Only K–12 enrollment is reported through CALPADS. This field may differ from the grade span offered.", "This field identifies the type of virtual instruction offered by the school. Virtual instruction is instruction in which students and teachers are separated by time and/or location, and interaction occurs via computers and/or telecommunications technologies.", "This field identifies whether a school is a magnet school and/or provides a magnet program.", "The angular distance (expressed in degrees) between the location of the school, district, or administrative authority and the equator measured north to south.", "The angular distance (expressed in degrees) between the location of the school, district, or administrative authority and the prime meridian (Greenwich, England) measured from west to east.", "administrator's first name", "administrator's last name", "administrator's email address", "nan", "nan", "nan", "nan", "nan", "nan", "nan" ], "column_names_cleaned": [ "CDSCode", "National Center for Educational Statistics school district identification number", "National Center for Educational Statistics school identification number", "StatusType", "County", "District", "School", "Street", "street address", "City", "Zip", "State", "Mail Street", "mailing street address", "mailing city", "mailing zip", "mailing state", "Phone", "extension", "Website", "OpenDate", "ClosedDate", "Charter", "CharterNum", "FundingType", "District Ownership Code", "The District Ownership Code Type", "School Ownership Code", "School Ownership Code Type", "Education Option Code", "Educational Option Name", "Educational Instruction Level Code", "Educational Instruction Level Name", "grade span offered", "grade span served.", "Virtual", "Magnet", "Latitude", "Longitude", "administrator's first name 1", "administrator's last name 1", "administrator's email address 1", "administrator's first name 2", "administrator's last name 2", "administrator's email address 2", "administrator's first name 3", "administrator's last name 3", "administrator's email address 3", "Last Update" ], "column_types": [ "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "date", "date", "integer", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "integer", "real", "real", "text", "text", "text", "text", "text", "text", "text", "text", "text", "date" ], "foreign_keys": [], "primary_key": [ "CDSCode" ] }
[ [ "id", "artist", "asciiName", "availability", "borderColor", "cardKingdomFoilId", "cardKingdomId", "colorIdentity", "colorIndicator", "colors", "convertedManaCost", "duelDeck", "edhrecRank", "faceConvertedManaCost", "faceName", "flavorName", "flavorText", "frameEffects", "frameVersion", "hand", "hasAlternativeDeckLimit", "hasContentWarning", "hasFoil", "hasNonFoil", "isAlternative", "isFullArt", "isOnlineOnly", "isOversized", "isPromo", "isReprint", "isReserved", "isStarter", "isStorySpotlight", "isTextless", "isTimeshifted", "keywords", "layout", "leadershipSkills", "life", "loyalty", "manaCost", "mcmId", "mcmMetaId", "mtgArenaId", "mtgjsonV4Id", "mtgoFoilId", "mtgoId", "multiverseId", "name", "number", "originalReleaseDate", "originalText", "originalType", "otherFaceIds", "power", "printings", "promoTypes", "purchaseUrls", "rarity", "scryfallId", "scryfallIllustrationId", "scryfallOracleId", "setCode", "side", "subtypes", "supertypes", "tcgplayerProductId", "text", "toughness", "type", "types", "uuid", "variations", "watermark" ], [ "1", "Pete Venters", "None", "mtgo,paper", "black", "None", "122719", "W", "None", "W", "7.0", "None", "15650", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike", "normal", "None", "None", "None", "{5}{W}{W}", "16165", "156", "None", "ad41be73-582f-58ed-abd4-a88c1f616ac3", "27501", "27500", "130550", "Ancestor's Chosen", "1", "None", "First strike (This creature deals combat damage before creatures without first strike.)\nWhen Ancestor's Chosen comes into play, you gain 1 life for each card in your graveyard.", "Creature - Human Cleric", "None", "4", "10E,JUD,UMA", "None", "{'cardKingdom': 'https://mtgjson.com/links/9fb51af0ad6f0736', 'cardmarket': 'https://mtgjson.com/links/ace8861194ee0b6a', 'tcgplayer': 'https://mtgjson.com/links/4843cea124a0d515'}", "uncommon", "7a5cd03c-4227-4551-aa4b-7d119f0468b5", "be2f7173-c8b7-4172-a388-9b2c6b3c16e5", "fc2ccab7-cab1-4463-b73d-898070136d74", "10E", "None", "Human,Cleric", "None", "15032", "First strike (This creature deals combat damage before creatures without first strike.)\nWhen Ancestor's Chosen enters the battlefield, you gain 1 life for each card in your graveyard.", "4", "Creature — Human Cleric", "Creature", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c", "b7c19924-b4bf-56fc-aa73-f586e940bd42", "None" ], [ "2", "Volkan Baǵa", "None", "mtgo,paper", "black", "None", "122720", "W", "None", "W", "5.0", "None", "12702", "None", "None", "None", "Every tear shed is a drop of immortality.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{4}{W}", "16166", "176", "None", "9eb2e54c-a12b-5e88-a9c0-d8c84c52d59c", "26993", "26992", "129465", "Angel of Mercy", "2", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Angel of Mercy comes into play, you gain 3 life.", "Creature - Angel", "None", "3", "10E,8ED,9ED,DDC,DVD,IMA,INV,JMP,MB1,P02,PS11,PSAL,S99", "None", "{'cardKingdom': 'https://mtgjson.com/links/027095d094e58f5b', 'cardmarket': 'https://mtgjson.com/links/f6fb5098e1cd1b1e', 'tcgplayer': 'https://mtgjson.com/links/56c4b57293f350ef'}", "uncommon", "8f7980d4-da43-4d6d-ad16-14b8a34ae91d", "e4d6c53f-e936-4be8-8b70-47c2be863b20", "a2daaf32-dbfe-4618-892e-0da24f63a44a", "10E", "None", "Angel", "None", "15033", "Flying\nWhen Angel of Mercy enters the battlefield, you gain 3 life.", "3", "Creature — Angel", "Creature", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c", "8fd4e2eb-3eb4-50ea-856b-ef638fa47f8a", "None" ], [ "3", "Justin Sweet", "None", "mtgo,paper", "black", "None", "122725", "W", "None", "W", "4.0", "None", "11081", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{3}{W}", "16171", "368", "None", "c0de6fd8-367a-50fb-b2f4-2b8fa5aeb7d9", "27473", "27472", "129470", "Aven Cloudchaser", "7", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Aven Cloudchaser comes into play, destroy target enchantment.", "Creature - Bird Soldier", "None", "2", "10E,8ED,9ED,ODY", "None", "{'cardKingdom': 'https://mtgjson.com/links/9246105d88032a9f', 'cardmarket': 'https://mtgjson.com/links/dcdfe48e6a8f9e1e', 'tcgplayer': 'https://mtgjson.com/links/3ce595aabe276f80'}", "common", "407110e9-19af-4ff5-97b2-c03225031a73", "2eb663cd-020a-46d8-a6d9-bb63d4b5c848", "48bda7dd-d023-41e8-8c28-e0cfda0d07ca", "10E", "None", "Bird,Soldier", "None", "15045", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Aven Cloudchaser enters the battlefield, destroy target enchantment.", "2", "Creature — Bird Soldier", "Creature", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e", "6adaf14d-43e3-521a-adf1-960c808e5b1a", "None" ], [ "4", "Matthew D. Wilson", "None", "mtgo,paper", "black", "123094", "122726", "W", "None", "W", "4.0", "None", "12901", "None", "None", "None", "The perfect antidote for a tightly packed formation.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{W}", "16172", "423", "None", "bfbb65b1-f1bb-5355-9495-fb094f9b0782", "27327", "27326", "129477", "Ballista Squad", "8", "None", "{X}{W}, {T}: Ballista Squad deals X damage to target attacking or blocking creature.", "Creature - Human Rebel", "None", "2", "10E,9ED,MMQ", "None", "{'cardKingdom': 'https://mtgjson.com/links/d702da7661073a13', 'cardKingdomFoil': 'https://mtgjson.com/links/fbb773ed07f117ac', 'cardmarket': 'https://mtgjson.com/links/f04d4a0c97f986fe', 'tcgplayer': 'https://mtgjson.com/links/1e6874adc6cbd28f'}", "uncommon", "a4d17394-b9c4-43f6-9a6d-2c7c7ecb1d74", "8464353d-099c-47ba-a0eb-e08b7b76b464", "5973725c-6e1f-4d7e-bcef-3d867ea4c244", "10E", "None", "Human,Rebel", "None", "15048", "{X}{W}, {T}: Ballista Squad deals X damage to target attacking or blocking creature.", "2", "Creature — Human Rebel", "Creature", "a69b404f-144a-5317-b10e-7d9dce135b24", "None", "None" ], [ "5", "Rebecca Guay", "None", "mtgo,paper", "black", "123095", "122727", "W", "None", "W", "1.0", "None", "3988", "None", "None", "None", "Life is measured in inches. To a healer, every one of those inches is precious.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16173", "432", "None", "a634f6df-fd74-54d9-a56c-3fdd2ad3e9bf", "27095", "27094", "132106", "Bandage", "9", "None", "Prevent the next 1 damage that would be dealt to target creature or player this turn.\nDraw a card.", "Instant", "None", "None", "10E,STH,TPR", "None", "{'cardKingdom': 'https://mtgjson.com/links/a072a876146b29bc', 'cardKingdomFoil': 'https://mtgjson.com/links/30995197ba8fc8c1', 'cardmarket': 'https://mtgjson.com/links/35a66170a09a59c7', 'tcgplayer': 'https://mtgjson.com/links/d091fd8b400df945'}", "common", "c9c17e3b-4d7f-4472-afe1-8e9358b82f2c", "af3d1d9e-8a04-4ba5-aa96-9ea678daaa2b", "c664df64-0103-462b-a0f8-c483b152974a", "10E", "None", "None", "None", "15049", "Prevent the next 1 damage that would be dealt to any target this turn.\nDraw a card.", "None", "Instant", "Instant", "6d268c95-c176-5766-9a46-c14f739aba1c", "None", "None" ], [ "6", "Rob Alexander", "None", "mtgo,paper", "black", "123096", "122728", "W", "None", "W", "6.0", "None", "2801", "None", "None", "None", "The cave floods with light. A thousand rays shine forth and meld into one.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{5}{W}", "16174", "499", "None", "43f8222f-3fd5-5491-9e76-5b1cc9a86e93", "27622", "27621", "130553", "Beacon of Immortality", "10", "None", "Double target player's life total. Shuffle Beacon of Immortality into its owner's library.", "Instant", "None", "None", "10E,5DN,E02,MB1", "None", "{'cardKingdom': 'https://mtgjson.com/links/641aecf0d3150e1f', 'cardKingdomFoil': 'https://mtgjson.com/links/8aaf9f7f17f79315', 'cardmarket': 'https://mtgjson.com/links/8919bf4f1f651197', 'tcgplayer': 'https://mtgjson.com/links/04830bb89a273674'}", "rare", "f0b9b5da-d3fa-4d70-a71a-a2342dbfd527", "e314cc4f-55dc-48c5-abb3-2aa78e940020", "bfcdf563-c6e5-4a54-bb63-4aba219b94e2", "10E", "None", "None", "None", "15052", "Double target player's life total. Shuffle Beacon of Immortality into its owner's library.", "None", "Instant", "Instant", "56f4935b-f6c5-59b9-88bf-9bcce20247ce", "None", "None" ], [ "7", "Zoltan Boros & Gabor Szikszai", "None", "mtgo,paper", "black", "None", "122729", "W", "None", "W", "3.0", "None", "12902", "None", "None", "None", "\"We called them 'armored lightning.'\"\n—Gerrard of the *Weatherlight*", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike,Flash", "normal", "None", "None", "None", "{2}{W}", "16175", "520", "None", "1c5f900e-982d-5c65-89fd-46dd4db76716", "27217", "27216", "136279", "Benalish Knight", "11", "None", "Flash (You may play this spell any time you could play an instant.)\nFirst strike (This creature deals combat damage before creatures without first strike.)", "Creature - Human Knight", "None", "2", "10E,ATH,WTH", "None", "{'cardKingdom': 'https://mtgjson.com/links/d9c713a9894e9d63', 'cardmarket': 'https://mtgjson.com/links/654c1a3a20333a30', 'tcgplayer': 'https://mtgjson.com/links/2fbe5cd35119ca23'}", "common", "d0ae60d0-20d3-452c-9953-e229567c06f5", "52e78c38-9de7-465b-9ef6-db8b4c857409", "32b401e9-163f-4917-a728-fc63b25ef602", "10E", "None", "Human,Knight", "None", "15054", "Flash (You may cast this spell any time you could cast an instant.)\nFirst strike (This creature deals combat damage before creatures without first strike.)", "2", "Creature — Human Knight", "Creature", "62365fbb-af07-5c2a-976d-e3092bdfc317", "0d2a4e1d-cc12-5675-8044-9a7bc7d60050", "None" ], [ "8", "Zoltan Boros & Gabor Szikszai", "None", "mtgo,paper", "black", "123097", "None", "W", "None", "W", "3.0", "None", "12902", "None", "None", "None", "\"We called them 'armored lightning.'\"\n—Gerrard of the *Weatherlight*", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike,Flash", "normal", "None", "None", "None", "{2}{W}", "16175", "520", "None", "50eac642-2fda-5f35-a5fc-6f6e10c3ee85", "None", "None", "None", "Benalish Knight", "11★", "None", "None", "None", "None", "2", "10E,ATH,WTH", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/f1e4d8ed22a75d81', 'cardmarket': 'https://mtgjson.com/links/e29a1f7888edb9c9', 'tcgplayer': 'https://mtgjson.com/links/2f94fec978473fbf'}", "common", "bccebfdd-85cb-4549-93a4-c0dcd667ee04", "52e78c38-9de7-465b-9ef6-db8b4c857409", "32b401e9-163f-4917-a728-fc63b25ef602", "10E", "None", "Human,Knight", "None", "15054", "Flash (You may cast this spell any time you could cast an instant.)\nFirst strike (This creature deals combat damage before creatures without first strike.)", "2", "Creature — Human Knight", "Creature", "0d2a4e1d-cc12-5675-8044-9a7bc7d60050", "62365fbb-af07-5c2a-976d-e3092bdfc317", "None" ], [ "9", "Steven Belledin", "None", "mtgo,paper", "black", "123098", "122730", "W", "None", "W", "4.0", "None", "10053", "None", "None", "None", "\"Mercadia's masks can no longer hide the truth. Our day has come at last.\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "{'brawl': False, 'commander': True, 'oathbreaker': False}", "None", "None", "{2}{W}{W}", "16176", "971", "None", "8f6bfe34-f704-5ac8-a025-921a0276bb54", "27187", "27186", "130554", "Cho-Manno, Revolutionary", "12", "None", "Prevent all damage that would be dealt to Cho-Manno, Revolutionary.", "Legendary Creature - Human Rebel", "None", "2", "10E,MMQ,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/8b23ca3e6a53519c', 'cardKingdomFoil': 'https://mtgjson.com/links/5fa521ab3f994840', 'cardmarket': 'https://mtgjson.com/links/b1acf2fb171a5d2e', 'tcgplayer': 'https://mtgjson.com/links/be0135925ca66ebf'}", "rare", "fe04dfe7-6376-4c12-9404-0e1ae0942917", "443c01cf-c337-4b68-9a0a-cd39a3e103f5", "91af5e35-b3b8-43ce-b1ea-997ed74e4ad2", "10E", "None", "Human,Rebel", "Legendary", "15070", "Prevent all damage that would be dealt to Cho-Manno, Revolutionary.", "2", "Legendary Creature — Human Rebel", "Creature", "81daea6a-2735-5a46-a2da-b65a2ad5738f", "None", "None" ], [ "10", "Daren Bader", "None", "mtgo,paper", "black", "123099", "122731", "W", "None", "W", "1.0", "None", "1900", "None", "None", "None", "\"No doubt the arbiters would put you away, after all the documents are signed. But I will have justice now!\"\n—Alovnek, Boros guildmage", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16177", "7562", "None", "42b053db-3d18-5e1a-b4c8-c39233ad9afe", "27740", "27739", "130528", "Condemn", "13", "None", "Put target attacking creature on the bottom of its owner's library. Its controller gains life equal to its toughness.", "Instant", "None", "None", "10E,C14,C17,CMR,DDL,DIS,M11,P07,PRM,PS11,TD0,TD2,ZNC", "None", "{'cardKingdom': 'https://mtgjson.com/links/d17930d5637c1e89', 'cardKingdomFoil': 'https://mtgjson.com/links/7e0b1c1e656fc86d', 'cardmarket': 'https://mtgjson.com/links/af7c4f7223ac32ec', 'tcgplayer': 'https://mtgjson.com/links/7f98bb25bbd3aba2'}", "uncommon", "ea9edff0-58a8-405d-9f2e-39f8269bbcb2", "57c58043-4790-4852-82e3-09efb42d7803", "377d31b5-0a48-4d5b-91bd-b5a62d4f7899", "10E", "None", "None", "None", "15081", "Put target attacking creature on the bottom of its owner's library. Its controller gains life equal to its toughness.", "None", "Instant", "Instant", "7fef665c-36a1-5f7a-9299-cf8938708710", "None", "None" ], [ "11", "Thomas M. Baxa", "None", "mtgo,paper", "black", "123218", "None", "B", "None", "B", "2.0", "None", "14468", "None", "None", "None", "\"My favorite curses are those that manifest slowly, blackening the soul in ways the victim cannot hope to understand.\"\n—Erissa, bog witch", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{1}{B}", "16296", "1117", "None", "e0d8ae7a-f932-5b4b-b262-74ed78de4a7c", "None", "None", "None", "Contaminated Bond", "132★", "None", "None", "None", "None", "None", "10E,9ED,MRD", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/790c3ec44c289f6b', 'cardmarket': 'https://mtgjson.com/links/d5c8d5fccbe0e6ec', 'tcgplayer': 'https://mtgjson.com/links/75879469351a1bc9'}", "common", "67f5ba76-b6dd-46cb-8b5f-415da19986e0", "455626bc-4c8c-4257-a12e-21ac7207e1fe", "56aeaee8-e014-485e-b7ad-e26ade663bcf", "10E", "None", "Aura", "None", "15084", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nWhenever enchanted creature attacks or blocks, its controller loses 3 life.", "None", "Enchantment — Aura", "Enchantment", "9c0311e8-03c1-527d-9d90-6fa2dba2aae9", "2562f5f1-4de2-5834-a9ff-99092380d910", "None" ], [ "12", "Jim Nelson", "None", "mtgo,paper", "black", "123225", "None", "B", "None", "B", "2.0", "None", "11535", "None", "None", "None", "\"The dead make good soldiers. They can't disobey orders, never surrender, and don't stop fighting when a random body part falls off.\"\n—Nevinyrral,\n*Necromancer's Handbook*", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{B}", "16303", "1631", "None", "b9f5ce14-f268-5eb2-840c-461b5455b99e", "None", "None", "None", "Drudge Skeletons", "139★", "None", "None", "None", "None", "1", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,DDD,DPA,FBB,GVL,LEA,LEB,M10,PS11,SUM", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/c8a8bf838995f771', 'cardmarket': 'https://mtgjson.com/links/675cd859cd4c229e', 'tcgplayer': 'https://mtgjson.com/links/e9a3b897e9ca4811'}", "uncommon", "d9038925-7acf-42b7-abec-c8eec9f591b6", "3e2ce229-eced-4197-9642-9f0c4f83bbc3", "c180ed02-07f4-4538-9bea-8c249234a8e2", "10E", "None", "Skeleton", "None", "15108", "{B}: Regenerate Drudge Skeletons. (The next time this creature would be destroyed this turn, it isn't. Instead tap it, remove all damage from it, and remove it from combat.)", "1", "Creature — Skeleton", "Creature", "d9902515-6292-5a4a-9bde-a7616ad5f0bc", "2d080e75-7e1b-5f75-9c8f-18d02a4710dd", "None" ], [ "13", "Christopher Rush", "None", "mtgo,paper", "black", "123100", "122732", "W", "None", "W", "1.0", "None", "8856", "None", "None", "None", "\"Illusion is a crutch for those with no grounding in reality.\"\n—Cho-Manno", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16178", "1439", "None", "60d5ea8d-6c6c-5ed8-8b53-6d0c91e9f4c8", "27507", "27506", "129524", "Demystify", "14", "None", "Destroy target enchantment.", "Instant", "None", "None", "10E,8ED,9ED,M12,ONS,ROE,XLN", "None", "{'cardKingdom': 'https://mtgjson.com/links/81546f8c1e0ce797', 'cardKingdomFoil': 'https://mtgjson.com/links/74124ec5b0fea589', 'cardmarket': 'https://mtgjson.com/links/d00c59f67e0679a2', 'tcgplayer': 'https://mtgjson.com/links/b9cdae2189de3793'}", "common", "6197c672-dfa1-4d1e-97ea-af916864d23c", "d608ba52-66cc-42ab-bee9-d46dfec2f754", "fd591199-9f7a-4147-a150-13279dbb4498", "10E", "None", "None", "None", "15097", "Destroy target enchantment.", "None", "Instant", "Instant", "2f9c211e-1869-5b3f-94ea-f73b7910a5af", "None", "None" ], [ "14", "Adam Rex", "None", "mtgo,paper", "black", "123228", "None", "B", "None", "B", "2.0", "None", "9891", "None", "None", "None", "\"Even the bravest of warriors yet knows the dark clutch of fright upon his stalwart heart.\"\n—Lim-Dûl the Necromancer", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{B}{B}", "16306", "1979", "None", "f3805ee8-ab58-5746-aed4-0bd25f1633b8", "None", "None", "None", "Fear", "142★", "None", "None", "None", "None", "None", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,FBB,ICE,LEA,LEB,SUM", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/11caf8c877c6814f', 'cardmarket': 'https://mtgjson.com/links/982f8bcc343ae3a7', 'tcgplayer': 'https://mtgjson.com/links/991c84975096c04b'}", "common", "5da4136b-ad5b-4234-a476-90e1dcae00c6", "2c079c5c-4f68-4a66-93ac-aabbf1ac4056", "355bbe9b-59bf-470f-8600-410af4c7fe18", "10E", "None", "Aura", "None", "15120", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has fear. (It can't be blocked except by artifact creatures and/or black creatures.)", "None", "Enchantment — Aura", "Enchantment", "f49300ef-efa0-5b82-ace3-f2f06795fbd5", "b159e707-915c-5940-bd70-7f0416cc8def", "None" ], [ "15", "Stephen Tappin", "None", "mtgo,paper", "black", "None", "122733", "W", "None", "W", "3.0", "None", "7102", "None", "None", "None", "He is the only one who sees the patterns in the overlapping maps and conflicting reports.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{W}{W}", "16179", "8191", "None", "f80fd1e6-0ac6-5db3-bac6-efd541cb9ec7", "27752", "27751", "135258", "Field Marshal", "15", "None", "Other Soldier creatures get +1/+1 and have first strike. (They deal combat damage before creatures without first strike.)", "Creature - Human Soldier", "None", "2", "10E,CSP", "None", "{'cardKingdom': 'https://mtgjson.com/links/71782330a610acaa', 'cardmarket': 'https://mtgjson.com/links/269b1fb454ae7d53', 'tcgplayer': 'https://mtgjson.com/links/e88bd7336e647e0a'}", "rare", "1e22d287-274e-4222-9ed7-3e609a84ac07", "9d77dc26-2898-46f4-9984-c8100320c433", "1c0a53fc-8037-46e3-90ea-cb8b73631a83", "10E", "None", "Human,Soldier", "None", "15123", "Other Soldier creatures get +1/+1 and have first strike. (They deal combat damage before creatures without first strike.)", "2", "Creature — Human Soldier", "Creature", "668c64a2-cecb-5f48-af16-d7a64814d3e7", "6d6a31d5-a80b-5f31-9b46-2c2083a95581", "None" ], [ "16", "Greg Staples", "None", "mtgo,paper", "black", "123237", "None", "B", "None", "B", "3.0", "None", "4659", "None", "None", "None", "Its victims are known by their eyes: shattered vessels leaking broken dreams.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{1}{B}{B}", "16315", "2784", "None", "654077d3-ec17-5a82-b7b2-37aadcb09dce", "None", "None", "None", "Hypnotic Specter", "151★", "None", "None", "None", "None", "2", "10E,2ED,3ED,4BB,4ED,9ED,ATH,CED,CEI,FBB,HA1,LEA,LEB,M10,MB1,P06,PRM,PTC,SUM", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/3e9bba9e8ffa4e44', 'cardmarket': 'https://mtgjson.com/links/b3bbc7ad44eb72a2', 'tcgplayer': 'https://mtgjson.com/links/2f053106a7f9bc14'}", "rare", "2110f97e-d9a2-4575-be70-8b13dc85d418", "91b6d088-e235-4a3c-98f5-9a39389f8be0", "759af941-f6a3-4726-91f2-9b1e4e55ea71", "10E", "None", "Specter", "None", "15171", "Flying\nWhenever Hypnotic Specter deals damage to an opponent, that player discards a card at random.", "2", "Creature — Specter", "Creature", "f39b4446-0ca6-5446-8507-4b1ba37bb3e7", "c620a95f-984f-5234-b8f3-a2e359972e85", "None" ], [ "17", "Ittoku", "None", "mtgo,paper", "black", "123102", "122734", "W", "None", "W", "2.0", "None", "18505", "None", "None", "None", "\"I thought of fate as an iron lattice, intricate but rigidly unchangeable. That was until some force bent fate's bars to spare my life.\"\n—Ilromov, traveling storyteller", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{W}", "16180", "7755", "None", "e74a0b1f-7e31-5482-bcbb-5de87838d659", "27738", "27737", "132105", "Ghost Warden", "16", "None", "{T}: Target creature gets +1/+1 until end of turn.", "Creature - Spirit", "None", "1", "10E,GPT", "None", "{'cardKingdom': 'https://mtgjson.com/links/20eeb164fe9b8a10', 'cardKingdomFoil': 'https://mtgjson.com/links/988ba0cb483d4211', 'cardmarket': 'https://mtgjson.com/links/b442008c3c720e38', 'tcgplayer': 'https://mtgjson.com/links/0454a19dc68d3c10'}", "common", "2cd81534-79cb-4fde-bfa5-11c510ac6e11", "96ac670c-de65-43af-a257-4a9f5b242e63", "66bd5999-742a-43e0-827c-ecb8ec7db242", "10E", "None", "Spirit", "None", "15141", "{T}: Target creature gets +1/+1 until end of turn.", "1", "Creature — Spirit", "Creature", "d68306e2-9877-5987-84b3-12b8234c8eec", "None", "None" ], [ "18", "Kev Walker", "None", "mtgo,paper", "black", "123103", "122735", "W", "None", "W", "3.0", "None", "3509", "None", "None", "None", "Once heard, the battle song of an angel becomes part of the listener forever.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{W}{W}", "16181", "2361", "None", "3512bcb5-7103-5605-88ed-b89e3171cc2b", "27289", "27288", "129572", "Glorious Anthem", "17", "None", "Creatures you control get +1/+1.", "Enchantment", "None", "None", "10E,7ED,8ED,9ED,M21,PJAS,PJJT,PJSE,PM21,PRM,PS11,PSUS,USG", "None", "{'cardKingdom': 'https://mtgjson.com/links/b2be19d1b97c001f', 'cardKingdomFoil': 'https://mtgjson.com/links/15c47c361fb90f65', 'cardmarket': 'https://mtgjson.com/links/247dd3288842f727', 'tcgplayer': 'https://mtgjson.com/links/a1682f95aafef1a2'}", "rare", "2efbc588-019e-416a-938c-4ccbe7121335", "1b1a6269-0822-4f73-b61f-ef580839e425", "e3886fe8-9b76-4613-8891-4ec74657c087", "10E", "None", "None", "None", "15144", "Creatures you control get +1/+1.", "None", "Enchantment", "Enchantment", "546eac7c-1424-597d-ac13-bf8558e88fe3", "None", "None" ], [ "19", "Anthony S. Waters", "None", "mtgo,paper", "black", "123104", "122736", "W", "None", "W", "1.0", "None", "15819", "None", "None", "None", "\"Do not let a single shaft loose until my word. And when I give that word, do not leave a single shaft in Eiganjo.\"\n—General Takeno", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{X}{W}", "16182", "7266", "None", "aff69ea2-98dc-5567-86ea-616b3d97fbf1", "27666", "27665", "132107", "Hail of Arrows", "18", "None", "Hail of Arrows deals X damage divided as you choose among any number of target attacking creatures.", "Instant", "None", "None", "10E,CN2,SOK", "None", "{'cardKingdom': 'https://mtgjson.com/links/868c6df7a48bba43', 'cardKingdomFoil': 'https://mtgjson.com/links/40b24847b091ccca', 'cardmarket': 'https://mtgjson.com/links/9a872231aefbeb1f', 'tcgplayer': 'https://mtgjson.com/links/6de9c56b75114fea'}", "uncommon", "5a49daec-5f0f-497b-a88e-fa62bf48ca23", "c20ae19e-db9a-4217-bbe4-04e7d44c65a9", "37429f88-e29b-4b1b-90fd-23a04d703c0a", "10E", "None", "None", "None", "15155", "Hail of Arrows deals X damage divided as you choose among any number of target attacking creatures.", "None", "Instant", "Instant", "c19bcfc2-fc10-5040-8239-1c193098df47", "None", "None" ], [ "20", "Luca Zontini", "None", "mtgo,paper", "black", "None", "122737", "W", "None", "W", "3.0", "None", "16419", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{2}{W}", "16183", "7421", "None", "20468a65-9ffa-5d19-94a8-91d5aa3fa445", "27662", "27661", "132090", "Heart of Light", "19", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nPrevent all damage that would be dealt to and dealt by enchanted creature.", "Enchantment - Aura", "None", "None", "10E,BOK", "None", "{'cardKingdom': 'https://mtgjson.com/links/c2242e3062629e2e', 'cardmarket': 'https://mtgjson.com/links/ab9c29914fe2f09d', 'tcgplayer': 'https://mtgjson.com/links/c3580cefc8556adc'}", "common", "45aa4b29-ce6b-4579-bee6-06a9ccfda55c", "4a0ca00f-0ea8-4f2b-b660-bf498541afcb", "634d0256-849d-4ef7-b070-b6b8f3242e00", "10E", "None", "Aura", "None", "15158", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nPrevent all damage that would be dealt to and dealt by enchanted creature.", "None", "Enchantment — Aura", "Enchantment", "36fcaa1e-64e3-56e3-950c-907db167e41f", "08548840-8e62-5fed-b432-f2a5a0cb5f4e", "None" ], [ "21", "rk post", "None", "mtgo,paper", "black", "123106", "122738", "W", "None", "W", "1.0", "None", "12260", "None", "None", "None", "In war, as in society, position is everything.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16184", "2690", "None", "dd5518e9-f47e-5e9b-af98-d08d6bb4a13b", "27243", "27242", "132145", "High Ground", "20", "None", "Each creature you control can block an additional creature.", "Enchantment", "None", "None", "10E,EXO", "None", "{'cardKingdom': 'https://mtgjson.com/links/26c254a9ce7eaf74', 'cardKingdomFoil': 'https://mtgjson.com/links/d8765c5b50d1a26e', 'cardmarket': 'https://mtgjson.com/links/5c0a0f903b78e816', 'tcgplayer': 'https://mtgjson.com/links/48539170282b98b8'}", "uncommon", "b79b3153-8874-458d-8e7e-cf97c6c1887c", "c3998375-78f7-4e56-bfcd-af3fbec94bbe", "b59053d5-b5f2-44aa-a29c-7f3908d86577", "10E", "None", "None", "None", "15160", "Each creature you control can block an additional creature each combat.", "None", "Enchantment", "Enchantment", "60f49caf-3583-5f85-b4b3-08dca73a8628", "None", "None" ], [ "22", "Dan Dos Santos", "None", "mtgo,paper", "black", "123109", "122741", "W", "None", "W", "1.0", "None", "20009", "None", "None", "None", "The strength of one. The courage of ten.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16187", "2717", "None", "6ab172f1-9688-5edd-86c6-3bf2e69e14b7", "26995", "26994", "129595", "Honor Guard", "23", "None", "{W}: Honor Guard gets +0/+1 until end of turn.", "Creature - Human Soldier", "None", "1", "10E,7ED,8ED,9ED,STH", "None", "{'cardKingdom': 'https://mtgjson.com/links/1bbf258d5d94f66e', 'cardKingdomFoil': 'https://mtgjson.com/links/a0d8414719600592', 'cardmarket': 'https://mtgjson.com/links/a679e5ad1a1c1099', 'tcgplayer': 'https://mtgjson.com/links/0f8a2caea0d2a69e'}", "common", "9c8a5add-87af-447d-9fd7-c4aeec3685fb", "a8748d0f-0c8e-490b-b4e5-c9d3a8b905be", "4ba82d8e-1857-40a9-8b42-5d8348c68859", "10E", "None", "Human,Soldier", "None", "15165", "{W}: Honor Guard gets +0/+1 until end of turn.", "1", "Creature — Human Soldier", "Creature", "9bee1901-1125-5635-9e22-3b4f37989c37", "None", "None" ], [ "23", "Stephen Tappin", "None", "mtgo,paper", "black", "123110", "122742", "W", "None", "W", "1.0", "None", "20011", "None", "None", "None", "Grelden knelt and felt the cool, dry hand of the priest on his brow. Hours later, when his wits returned, he was covered in his enemies' blood on the field of victory.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16188", "2793", "None", "a22a8e1d-0b61-5139-b464-4e6b01114baa", "26999", "26998", "132123", "Icatian Priest", "24", "None", "{1}{W}{W}: Target creature gets +1/+1 until end of turn.", "Creature - Human Cleric", "None", "1", "10E,DDC,DVD,FEM", "None", "{'cardKingdom': 'https://mtgjson.com/links/3b6b2edb33cac090', 'cardKingdomFoil': 'https://mtgjson.com/links/3ba1eb7eb6f54e4a', 'cardmarket': 'https://mtgjson.com/links/e09bda3d118e0235', 'tcgplayer': 'https://mtgjson.com/links/ea25fd98aaa01b1a'}", "uncommon", "71f8c040-b6da-42f4-9140-7cd5eceb51c7", "f8348e16-e638-42b4-a917-157019fbb8ee", "3a9d29ce-e8e2-402f-b0c2-873f70418234", "10E", "None", "Human,Cleric", "None", "15172", "{1}{W}{W}: Target creature gets +1/+1 until end of turn.", "1", "Creature — Human Cleric", "Creature", "cb865391-5b14-58ce-aa99-b36b83e6377f", "None", "None" ], [ "24", "D. Alexander Gregory", "None", "mtgo,paper", "black", "123120", "122752", "W", "None", "W", "3.0", "None", "12619", "None", "None", "None", "Samite healers never mix their pungent elixir with sweetener or tea. The threat of a second dose is enough to get most warriors back on their feet.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{W}", "16198", "4681", "None", "acf305cb-7044-59dd-8ab0-a8a7c147909a", "27351", "27350", "132089", "Reviving Dose", "34", "None", "You gain 3 life.\nDraw a card.", "Instant", "None", "None", "10E,CN2,INV,MB1", "None", "{'cardKingdom': 'https://mtgjson.com/links/dedf83ee563f238d', 'cardKingdomFoil': 'https://mtgjson.com/links/a0b7b97146406a5b', 'cardmarket': 'https://mtgjson.com/links/44e2bd93fbba432a', 'tcgplayer': 'https://mtgjson.com/links/2b59764bd477fdb3'}", "common", "15b3dd79-ac4c-4ffc-9442-1efa0082f60f", "a2f92d90-485f-428e-8ce5-1acc4479ac33", "ad470afc-d1a5-4e64-8192-fb6308ed9bfe", "10E", "None", "None", "None", "15278", "You gain 3 life.\nDraw a card.", "None", "Instant", "Instant", "39b50224-8305-56dd-9849-09deecb07d20", "None", "None" ], [ "25", "Matthew D. Wilson", "None", "mtgo,paper", "black", "None", "122753", "W", "None", "W", "9.0", "None", "1953", "None", "None", "None", "\"You have not died until I consent.\"", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "{'brawl': False, 'commander': True, 'oathbreaker': False}", "None", "None", "{6}{W}{W}{W}", "16199", "4686", "None", "d8e69220-25d2-5845-853e-a17c83d93e5e", "27107", "27106", "106384", "Reya Dawnbringer", "35", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nAt the beginning of your upkeep, you may return target creature card from your graveyard to play.", "Legendary Creature - Angel", "None", "4", "10E,CNS,DDC,DVD,INV,P10E,PRM,PZ1,UMA", "None", "{'cardKingdom': 'https://mtgjson.com/links/b05c8d9ad691ab88', 'cardmarket': 'https://mtgjson.com/links/42fec2210d953796', 'tcgplayer': 'https://mtgjson.com/links/a52970811426bc8e'}", "rare", "4b81ef83-41c2-46dc-aff9-41bb3a32637a", "d95b0a47-3742-46ed-a761-ed8a81ab3007", "08d1a5d1-141d-48e3-ac22-c2529191cb13", "10E", "None", "Angel", "Legendary", "15279", "Flying\nAt the beginning of your upkeep, you may return target creature card from your graveyard to the battlefield.", "6", "Legendary Creature — Angel", "Creature", "6028cab2-0478-584b-a880-8174a88eb188", "341f9c8d-a838-58f9-933b-094c8d889a88", "None" ], [ "26", "Wayne England", "None", "mtgo,paper", "black", "123122", "122754", "W", "None", "W", "1.0", "None", "9072", "None", "None", "None", "Sometimes the greatest strength is the strength of conviction.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{W}", "16200", "4711", "None", "65b29701-814c-56f6-8832-461ca94f0176", "27185", "27184", "130552", "Righteousness", "36", "None", "Target blocking creature gets +7/+7 until end of turn.", "Instant", "None", "None", "10E,2ED,3ED,4BB,4ED,5ED,9ED,CED,CEI,DDL,ELD,FBB,LEA,LEB,M10,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/2a40307b3b5b449a', 'cardKingdomFoil': 'https://mtgjson.com/links/27f686be1b473504', 'cardmarket': 'https://mtgjson.com/links/81911a396c38018a', 'tcgplayer': 'https://mtgjson.com/links/b75a138039b7eed2'}", "rare", "bda6c9d5-113f-44f1-bfaf-c40001ba9f60", "a6d52517-5ba3-418e-807e-1748d27a5220", "3f6b2f76-0364-415e-a6a2-e9e5bf31b745", "10E", "None", "None", "None", "15281", "Target blocking creature gets +7/+7 until end of turn.", "None", "Instant", "Instant", "9a14261a-b567-5429-a5ca-a913e15d8bf7", "None", "None" ], [ "27", "Anson Maddocks", "None", "mtgo,paper", "black", "123124", "122756", "W", "None", "W", "2.0", "None", "17663", "None", "None", "None", "Healers ultimately acquire the divine gifts of spiritual and physical wholeness. The most devout are also granted the ability to pass physical wholeness on to others.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{W}", "16202", "4880", "None", "8c1f4545-5e15-53c8-89ee-1b8ac31f89f9", "27425", "27424", "132101", "Samite Healer", "38", "None", "{T}: Prevent the next 1 damage that would be dealt to target creature or player this turn.", "Creature - Human Cleric", "None", "1", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,ATH,CED,CEI,FBB,LEA,LEB,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/2782064e8ce8d55c', 'cardKingdomFoil': 'https://mtgjson.com/links/4898a5508fe06564', 'cardmarket': 'https://mtgjson.com/links/8eb1a21dc1f8f979', 'tcgplayer': 'https://mtgjson.com/links/8443ec550028844b'}", "common", "621f9a58-0bc8-40dd-aef1-43618274d6fe", "77807ac5-5d3d-4101-96e7-9fe087f8a975", "95a0ca48-d924-47f4-86ed-42c673ee778c", "10E", "None", "Human,Cleric", "None", "15293", "{T}: Prevent the next 1 damage that would be dealt to any target this turn.", "1", "Creature — Human Cleric", "Creature", "a2be2e9b-5211-53e6-ac6a-abd65dbcac1d", "None", "None" ], [ "28", "Zoltan Boros & Gabor Szikszai", "None", "mtgo,paper", "black", "None", "122758", "W", "None", "W", "4.0", "None", "10458", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{2}{W}{W}", "16204", "5074", "None", "fb054632-e147-5ade-bfc1-bd00d377fc26", "26997", "26996", "135214", "Serra's Embrace", "40", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nEnchanted creature gets +2/+2 and has flying and vigilance. (It can't be blocked except by creatures with flying or reach, and attacking doesn't ca", "Enchantment - Aura", "None", "None", "10E,7ED,DDC,DVD,MB1,PS11,USG", "None", "{'cardKingdom': 'https://mtgjson.com/links/906d43d78355b65f', 'cardmarket': 'https://mtgjson.com/links/3a5925560bb656fb', 'tcgplayer': 'https://mtgjson.com/links/c7e867435b703fac'}", "uncommon", "2ba6c4f3-59cf-4eb8-97fb-c9138005e19c", "6d748ebc-876a-40c0-9031-0e731d9479ae", "6d6ba936-4a15-4c40-aaa6-71605fb732d1", "10E", "None", "Aura", "None", "15304", "Enchant creature\nEnchanted creature gets +2/+2 and has flying and vigilance.", "None", "Enchantment — Aura", "Enchantment", "fe9187fa-cd14-5618-9a62-bcf18b523d84", "dc219ada-64b4-5846-9840-e49986109aa9", "None" ], [ "29", "Stephen Daniele", "None", "mtgo,paper", "black", "123149", "122781", "U", "None", "U", "3.0", "None", "12303", "None", "None", "None", "They brandish their latest theories as warriors would wield weapons.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}{U}", "16227", "26", "None", "047d5499-a21c-5f5c-9679-1599fcaf9815", "27275", "27274", "132072", "Academy Researchers", "63", "None", "When Academy Researchers comes into play, you may put an Aura card from your hand into play attached to Academy Researchers.", "Creature - Human Wizard", "None", "2", "10E,USG", "None", "{'cardKingdom': 'https://mtgjson.com/links/b6590d0b0bee2a8d', 'cardKingdomFoil': 'https://mtgjson.com/links/6e2b285d06dac1f7', 'cardmarket': 'https://mtgjson.com/links/65ad62c279f3ce19', 'tcgplayer': 'https://mtgjson.com/links/b01e822653175b0b'}", "uncommon", "b62ca800-ec24-476e-b56f-834eef9622a9", "cf5efc65-9aa2-466b-bd2b-448ad69ab474", "df2d2c52-475b-4057-9cf8-7886700f0fae", "10E", "None", "Human,Wizard", "None", "15024", "When Academy Researchers enters the battlefield, you may put an Aura card from your hand onto the battlefield attached to Academy Researchers.", "2", "Creature — Human Wizard", "Creature", "b8a68840-4044-52c0-a14e-0a1c630ba42c", "None", "None" ], [ "30", "Kev Walker", "None", "mtgo,paper", "black", "None", "122782", "U", "None", "U", "5.0", "None", "11649", "None", "None", "None", "\"The East Wind, an interloper in the dominions of Westerly Weather, is an impassive-faced tyrant with a sharp poniard held behind his back for a treacherous stab.\"\n—Joseph Conrad, *The Mirror of the Sea*", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{3}{U}{U}", "16228", "81", "None", "2854f284-974b-5842-8748-7c300e825b6c", "27001", "27000", "129459", "Air Elemental", "64", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)", "Creature - Elemental", "None", "4", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,ANB,BRB,BTD,CED,CEI,DD2,DPA,FBB,GNT,JVC,LEA,LEB,M10,M19,M20,ME4,P02,PS11,S99,SUM,W17,XLN", "None", "{'cardKingdom': 'https://mtgjson.com/links/df98a4f2227a3062', 'cardmarket': 'https://mtgjson.com/links/38d327fe482e96ea', 'tcgplayer': 'https://mtgjson.com/links/e47e592c631a108e'}", "uncommon", "be2326dd-78c9-46bb-a459-306602939a41", "75263648-0dd8-4b7f-a508-317e7db284ce", "7744bae4-a8b7-44a5-9b4c-0048ad4cc448", "10E", "None", "Elemental", "None", "15029", "Flying", "4", "Creature — Elemental", "Creature", "76ddd7f5-1a84-55d5-98f5-4883c217e0d8", "76d4f437-02e5-5f1c-a1d3-eddb55e8725d", "None" ], [ "31", "Jim Murray", "None", "mtgo,paper", "black", "123151", "122783", "U", "None", "U", "3.0", "None", "8968", "None", "None", "None", "\"Life is a game. The only thing that matters is whether you're a pawn or a player.\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Mill", "normal", "{'brawl': False, 'commander': True, 'oathbreaker': False}", "None", "None", "{1}{U}{U}", "16229", "132", "None", "f9db3498-1b48-5877-8cef-d07c65c6cc20", "27157", "27156", "129913", "Ambassador Laquatus", "65", "None", "{3}: Target player puts the top three cards of his or her library into his or her graveyard.", "Legendary Creature - Merfolk Wizard", "None", "1", "10E,TOR", "None", "{'cardKingdom': 'https://mtgjson.com/links/2551b5f72c79bfc2', 'cardKingdomFoil': 'https://mtgjson.com/links/baaf6dd6df19ef38', 'cardmarket': 'https://mtgjson.com/links/a505ef0d73e9b807', 'tcgplayer': 'https://mtgjson.com/links/cca8de1b2290ac35'}", "rare", "b261067f-b5de-41cc-ba9e-6ef4c061e170", "11ce5af9-1f4a-405f-9f80-27c5271f0c1c", "2df8f253-1d3c-4b1f-8549-93fb90623474", "10E", "None", "Merfolk,Wizard", "Legendary", "15030", "{3}: Target player mills three cards.", "3", "Legendary Creature — Merfolk Wizard", "Creature", "29723d8d-34c9-5009-8b79-2c679e35f674", "None", "None" ], [ "32", "Christopher Moeller", "None", "mtgo,paper", "black", "None", "122786", "U", "None", "U", "4.0", "None", "16392", "None", "None", "None", "The same spears that catch their food today will defend their homes tomorrow.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{3}{U}", "16232", "372", "None", "aea807be-9b29-53fa-9665-b00b62d5dced", "27489", "27488", "130985", "Aven Fisher", "68", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Aven Fisher is put into a graveyard from play, you may draw a card.", "Creature - Bird Soldier", "None", "2", "10E,8ED,9ED,ODY", "None", "{'cardKingdom': 'https://mtgjson.com/links/64ef80425989fb2b', 'cardmarket': 'https://mtgjson.com/links/b113c5154ff3c5df', 'tcgplayer': 'https://mtgjson.com/links/65b39afbe17ed217'}", "common", "bba2cd91-84a7-4d05-9a0c-55440491be1e", "fcc48146-0aee-43b6-adcd-63959b8a33a7", "69a72414-d02f-4a5c-b5c9-8941bb181f61", "10E", "None", "Bird,Soldier", "None", "15046", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Aven Fisher dies, you may draw a card.", "2", "Creature — Bird Soldier", "Creature", "758df5d5-992f-5d30-b6bc-87cb1a0788ab", "e4b4684b-8e14-5fcf-9286-497b7afd5b3a", "None" ], [ "33", "Greg Hildebrandt", "None", "mtgo,paper", "black", "None", "122787", "U", "None", "U", "5.0", "None", "17943", "None", "None", "None", "\"The tiniest ripple tells a story ten fathoms deep.\"", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{3}{U}{U}", "16233", "383", "None", "4ab8c1bf-a3f4-5b65-9768-ca3c1a2e7748", "27495", "27494", "129473", "Aven Windreader", "69", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\n{1}{U}: Target player reveals the top card of his or her library.", "Creature - Bird Soldier Wizard", "None", "3", "10E,9ED,ODY,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/15f94639c9fa6739', 'cardmarket': 'https://mtgjson.com/links/44a3ea81281dd866', 'tcgplayer': 'https://mtgjson.com/links/dfc13f3d274992be'}", "common", "3a67d7ae-3117-433f-ad82-44a4f015fecf", "6a3b1e17-b8b7-4a08-a7c7-df6783b4ac38", "8406b724-a824-4905-83e0-a6c02d7f72e3", "10E", "None", "Bird,Soldier,Wizard", "None", "15047", "Flying (This creature can't be blocked except by creatures with flying or reach.)\n{1}{U}: Target player reveals the top card of their library.", "3", "Creature — Bird Soldier Wizard", "Creature", "d833c453-58c5-5ff6-91b2-f526ca5f808a", "e11ae348-44d1-5d45-bc5c-99a44d2acd5c", "None" ], [ "34", "Arnie Swekel", "None", "mtgo,paper", "black", "123156", "122788", "U", "None", "U", "2.0", "None", "4493", "None", "None", "None", "Early Jamuraan hunters devised a weapon that would return to its source. Tolarian Aethermancers developed a spell that skipped the weapon entirely.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{U}{U}", "16234", "657", "None", "bb865095-2690-5bee-a1ee-fd7d127acf28", "27682", "27681", "129494", "Boomerang", "70", "None", "Return target permanent to its owner's hand.", "Instant", "None", "None", "10E,5ED,6ED,7ED,8ED,9ED,CHR,DPA,LEG,ME3,MIR,PG07,PRM,PS11,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/54bed0d91d435c10', 'cardKingdomFoil': 'https://mtgjson.com/links/fa69e88870a48cb8', 'cardmarket': 'https://mtgjson.com/links/aaa0e2f40b620368', 'tcgplayer': 'https://mtgjson.com/links/5ba83db36bb6f0cb'}", "common", "f4095675-1e3f-4d3c-b565-5c434d2e5cc0", "c085ab49-41bc-4a66-8b8d-675e4a447cb4", "dc4a4996-108a-4aac-850f-2d9f76403446", "10E", "None", "None", "None", "15062", "Return target permanent to its owner's hand.", "None", "Instant", "Instant", "1aac00c8-3b6e-5bdd-9fde-6cfcbc7837c0", "None", "None" ], [ "35", "Mark Poole", "None", "mtgo,paper", "black", "123157", "122789", "U", "None", "U", "3.0", "None", "1143", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}{U}", "16235", "8329", "None", "de8ef420-862b-5b5c-a112-79c22cfdbceb", "27754", "27753", "129882", "Cancel", "71", "None", "Counter target spell.", "Instant", "None", "None", "10E,AKH,ALA,DPA,KTK,M10,M11,M12,M14,M15,M19,M21,MB1,P10,PC2,PCA,PRM,PS11,RTR,TSP,XLN,ZEN", "None", "{'cardKingdom': 'https://mtgjson.com/links/601303acc9f43b72', 'cardKingdomFoil': 'https://mtgjson.com/links/9798f86d473cd02b', 'cardmarket': 'https://mtgjson.com/links/d7e71a0e812a81db', 'tcgplayer': 'https://mtgjson.com/links/2d4a981573949c6c'}", "common", "1850d1d5-f506-4e50-9d51-408f987bbbbd", "ffd375af-af0d-451b-9296-904cf1c60ef8", "7d00fb28-ea6c-49a9-b4af-ffb38860a9a7", "10E", "None", "None", "None", "15065", "Counter target spell.", "None", "Instant", "Instant", "cdc96814-2f52-5314-80ab-0cff2dcc5054", "None", "None" ], [ "36", "Alan Pollack", "None", "mtgo,paper", "black", "123158", "122790", "U", "None", "U", "3.0", "None", "5259", "None", "None", "None", "Cephalids don't police people. They police loyalties.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}{U}", "16236", "887", "None", "031a56f1-1554-5ad3-b889-afe198354b85", "27505", "27504", "135261", "Cephalid Constable", "72", "None", "Whenever Cephalid Constable deals combat damage to a player, return up to that many target permanents that player controls to their owners' hands.", "Creature - Cephalid Wizard", "None", "1", "10E,JUD,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/1072f0a115b91b5a', 'cardKingdomFoil': 'https://mtgjson.com/links/851ad542b473eb18', 'cardmarket': 'https://mtgjson.com/links/92e238e8607035a6', 'tcgplayer': 'https://mtgjson.com/links/4c7537914065ddb6'}", "rare", "82c5272d-df5b-4c21-9bff-4d6245b8d2a6", "8a8c5787-efc7-4964-b9ee-f8a68ad7d3ee", "a5236bf7-c84f-4c64-bf6b-3a89c05e161a", "10E", "None", "Cephalid,Wizard", "None", "15068", "Whenever Cephalid Constable deals combat damage to a player, return up to that many target permanents that player controls to their owner's hand.", "1", "Creature — Cephalid Wizard", "Creature", "9af574e4-dc6e-5246-8fe7-fee6c4c77a76", "None", "None" ], [ "37", "Kev Walker", "None", "mtgo,paper", "black", "123159", "122791", "U", "None", "U", "4.0", "None", "1732", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{U}", "16237", "1041", "None", "c75ee39c-5afd-54c0-b2bf-be3d455373c2", "27700", "27699", "129501", "Clone", "73", "None", "As Clone comes into play, you may choose a creature in play. If you do, Clone comes into play as a copy of that creature.", "Creature - Shapeshifter", "None", "0", "10E,2ED,3ED,9ED,CED,CEI,DDI,FBB,LEA,LEB,M10,M11,M13,M14,ONS,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/230e1a1fea5c24f6', 'cardKingdomFoil': 'https://mtgjson.com/links/983c82d737d9a060', 'cardmarket': 'https://mtgjson.com/links/0831b0bc81e891eb', 'tcgplayer': 'https://mtgjson.com/links/b74d3a56bd9999f8'}", "rare", "0782f78b-ff4d-4567-8606-d4f0ebb0a304", "2d71423d-b095-47bd-bf25-0723bd5b9d82", "42226b87-0746-4ebf-9fd0-108d508462af", "10E", "None", "Shapeshifter", "None", "15074", "You may have Clone enter the battlefield as a copy of any creature on the battlefield.", "0", "Creature — Shapeshifter", "Creature", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0", "None", "None" ], [ "38", "Michael Sutfin", "None", "mtgo,paper", "black", "None", "122792", "U", "None", "U", "3.0", "None", "18915", "None", "None", "None", "The soratami surround their sky-castles with living clouds that serve as both sword and shield.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{2}{U}", "16238", "1047", "None", "ac0bc104-7986-5eb4-b6c9-375120468c17", "27153", "27152", "129804", "Cloud Elemental", "74", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nCloud Elemental can block only creatures with flying.", "Creature - Elemental", "None", "2", "10E,BTD,M11,MB1,MM2,VIS,WC97", "None", "{'cardKingdom': 'https://mtgjson.com/links/4d6a22e5e423f0e0', 'cardmarket': 'https://mtgjson.com/links/28b2bf03037818e2', 'tcgplayer': 'https://mtgjson.com/links/bf3cd9e4a444d7dc'}", "common", "c6bc3025-704f-476b-bcb3-74b905755dc9", "005698d0-90cc-42ed-bedf-fff9b0a9a685", "0b751cc7-3a19-4207-9e64-83e18d279588", "10E", "None", "Elemental", "None", "15075", "Flying\nCloud Elemental can block only creatures with flying.", "3", "Creature — Elemental", "Creature", "596a7bd4-895b-5e7c-8124-373fd709444d", "4fed8c53-5ff9-51ce-a7a8-2fc629bf3d24", "None" ], [ "39", "Mark Zug", "None", "mtgo,paper", "black", "None", "122793", "U", "None", "U", "1.0", "None", "7781", "None", "None", "None", "The delicate sprites carry messages for Saprazzans, but they refuse to land in Mercadia City's filthy markets.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{U}", "16239", "1051", "None", "807c3d5b-7fdc-5f9a-910d-20d6d1fbbe1a", "27329", "27328", "132069", "Cloud Sprite", "75", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nCloud Sprite can block only creatures with flying.", "Creature - Faerie", "None", "1", "10E,DPA,MMQ,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/60de15fd43b3d804', 'cardmarket': 'https://mtgjson.com/links/578ae12c269c9615', 'tcgplayer': 'https://mtgjson.com/links/9d5adf86cfeeb9a5'}", "common", "feacf831-a6e4-456b-b8f2-d7ec554281a1", "c450f466-2cc3-44c2-acdf-831333b9533d", "283433cb-9466-4b40-8af9-30934654d43b", "10E", "None", "Faerie", "None", "15076", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nCloud Sprite can block only creatures with flying.", "1", "Creature — Faerie", "Creature", "fdbec3b3-f6f2-5149-a70a-4f9d2622a87b", "ba5acf09-98cc-5052-b65e-c5145e92fc1a", "None" ], [ "40", "Randy Gallegos", "None", "mtgo,paper", "black", "123162", "122794", "U", "None", "U", "3.0", "None", "9420", "None", "None", "None", "\"Wisdom is not the counting of all the drops in a waterfall. Wisdom is learning why the water seeks the earth.\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}", "16240", "6958", "None", "1aa697f8-b8d9-548e-92d2-427640efc113", "27664", "27663", "134757", "Counsel of the Soratami", "76", "None", "Draw two cards.", "Sorcery", "None", "None", "10E,9ED,CHK", "None", "{'cardKingdom': 'https://mtgjson.com/links/9f2d510f7de5e3d7', 'cardKingdomFoil': 'https://mtgjson.com/links/1f1b3f05b03eb3c3', 'cardmarket': 'https://mtgjson.com/links/a7a4a0f1c3bac621', 'tcgplayer': 'https://mtgjson.com/links/428f1bed2e3150c3'}", "common", "1224718a-e1a7-473d-ac9d-497e624376cd", "65206491-1cfa-4820-b894-4406f0b6ff3e", "62ddc5ae-ced9-4319-854c-1a114c6afc3f", "10E", "None", "None", "None", "15085", "Draw two cards.", "None", "Sorcery", "Sorcery", "eb5c94c7-5494-5669-9c54-6f3672d65683", "None", "None" ], [ "41", "Wayne England", "None", "mtgo,paper", "black", "123163", "122795", "U", "None", "U", "3.0", "None", "14612", "None", "None", "None", "Follow the pathmage\n—Otarian expression meaning \"escape quickly\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}", "16241", "1166", "None", "c5fdd729-0c3c-53b9-8741-d9023fca6dd7", "27513", "27512", "134758", "Crafty Pathmage", "77", "None", "{T}: Target creature with power 2 or less is unblockable this turn.", "Creature - Human Wizard", "None", "1", "10E,9ED,ONS", "None", "{'cardKingdom': 'https://mtgjson.com/links/feb9f3f575cf9642', 'cardKingdomFoil': 'https://mtgjson.com/links/291d59410cafe3d2', 'cardmarket': 'https://mtgjson.com/links/28b5100c9beadee7', 'tcgplayer': 'https://mtgjson.com/links/39fc7eb1acebc28e'}", "common", "f186271c-2b03-4e0c-b922-27e23787d865", "d21a5419-9ac2-4f97-832f-6249b6a40d02", "c4020178-71d9-4363-a0bd-b9a7eecd5d02", "10E", "None", "Human,Wizard", "None", "15086", "{T}: Target creature with power 2 or less can't be blocked this turn.", "1", "Creature — Human Wizard", "Creature", "8d5f87fd-7a87-572b-bdce-303effec6b92", "None", "None" ], [ "42", "Arnie Swekel", "None", "mtgo,paper", "black", "None", "122796", "U", "None", "U", "4.0", "None", "18618", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{3}{U}", "16242", "1421", "None", "1cc1e203-89d1-5d70-866d-48002aa268fa", "27555", "27554", "129521", "Dehydration", "78", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nEnchanted creature doesn't untap during its controller's untap step.", "Enchantment - Aura", "None", "None", "10E,8ED,9ED,MMQ,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/3569c3c3c03f8514', 'cardmarket': 'https://mtgjson.com/links/e8bb2860d09d61e7', 'tcgplayer': 'https://mtgjson.com/links/29c90112ae7f54e5'}", "common", "4414ad73-146e-47a6-926a-ec148194bb50", "f3d8b425-84ba-4074-a033-cb9029871a05", "db27c686-e202-4b60-9a10-0a0fef25576c", "10E", "None", "Aura", "None", "15093", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature doesn't untap during its controller's untap step.", "None", "Enchantment — Aura", "Enchantment", "5a50a7e8-2ed1-5e8a-8867-c96f1186bd47", "2bbaf3d6-9fbc-5ab8-93d3-d26e2ddec999", "None" ], [ "43", "Wayne England", "None", "mtgo,paper", "black", "123165", "122797", "U", "None", "U", "3.0", "None", "11120", "None", "None", "None", "\"From the sea came all life, and to the sea it will return. The sooner the better.\"\n—Emperor Aboshan", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}", "16243", "1428", "None", "b3bf8c54-da02-5028-b1ec-5485b4861e56", "27487", "27486", "135223", "Deluge", "79", "None", "Tap all creatures without flying.", "Instant", "None", "None", "10E,DPA,ODY,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/66f8f5079d5c69a8', 'cardKingdomFoil': 'https://mtgjson.com/links/b5b2664c4b2dc51c', 'cardmarket': 'https://mtgjson.com/links/51bcef8bfbc9707d', 'tcgplayer': 'https://mtgjson.com/links/42c1504621580b14'}", "uncommon", "baf37153-ec4c-4c2f-89f7-450f0a157311", "4d85bb34-1b7d-4cfb-96bd-488ab0a3f111", "cd271e61-0135-484f-ae02-5aaca57c1124", "10E", "None", "None", "None", "15094", "Tap all creatures without flying.", "None", "Instant", "Instant", "a9a74d88-7663-5419-a74c-5a28e8642b4f", "None", "None" ], [ "44", "Jim Pavelec", "None", "mtgo,paper", "black", "123166", "122798", "U", "None", "U", "8.0", "None", "13336", "None", "None", "None", "According to merfolk legend, a denizen of the deep swallows the horizon at the end of each day, bringing on the cold blanket of night.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{6}{U}{U}", "16244", "1440", "None", "0498cd5a-75e9-5163-90e8-f8d15a97af59", "27103", "27102", "135250", "Denizen of the Deep", "80", "None", "When Denizen of the Deep comes into play, return each other creature you control to its owner's hand.", "Creature - Serpent", "None", "11", "10E,DPA,P02,PS11,S99", "None", "{'cardKingdom': 'https://mtgjson.com/links/f05d4b6309d3a721', 'cardKingdomFoil': 'https://mtgjson.com/links/5f050a295f473b03', 'cardmarket': 'https://mtgjson.com/links/5b46dc7938598455', 'tcgplayer': 'https://mtgjson.com/links/1aedf3303b29d868'}", "rare", "3bf7e928-511c-4a31-b1fb-8c28bd41182a", "0faf4f5e-80f8-4631-8d33-c8ea9672245a", "fc1bb5b9-5e36-4154-b683-e62f4f66f2b6", "10E", "None", "Serpent", "None", "15098", "When Denizen of the Deep enters the battlefield, return each other creature you control to its owner's hand.", "11", "Creature — Serpent", "Creature", "f4ee3e9e-21da-5a63-8278-3efa59da7df3", "None", "None" ], [ "45", "Alex Horley-Orlandelli", "None", "mtgo,paper", "black", "123167", "122799", "U", "None", "U", "4.0", "None", "10410", "None", "None", "None", "\"I said 'pick his brain,' not 'tear off his head.'\"\n—Riptide Project researcher", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}{U}", "16245", "1506", "None", "22ae1f11-52af-5d4b-b10d-731b833072e6", "27515", "27514", "134749", "Discombobulate", "81", "None", "Counter target spell. Look at the top four cards of your library, then put them back in any order.", "Instant", "None", "None", "10E,ONS", "None", "{'cardKingdom': 'https://mtgjson.com/links/7829a4f7eac288e8', 'cardKingdomFoil': 'https://mtgjson.com/links/192b89fa56eba659', 'cardmarket': 'https://mtgjson.com/links/3cb7cad5c6d9711e', 'tcgplayer': 'https://mtgjson.com/links/6eb0bcaa5d04fbec'}", "uncommon", "8bee0d51-f4a1-4a3a-9ccd-540c3afe62d0", "92b28862-8d4c-49b5-a9b1-c739f4ffbd6b", "b58d7a20-4bcd-4c33-8cda-955362525f48", "10E", "None", "None", "None", "15100", "Counter target spell. Look at the top four cards of your library, then put them back in any order.", "None", "Instant", "Instant", "e2066f75-65de-5254-82f2-8e1f969bf31b", "None", "None" ], [ "46", "Kev Walker", "None", "mtgo,paper", "black", "123168", "122800", "U", "None", "U", "4.0", "None", "2764", "None", "None", "None", "\"Her voice is insight, piercing and true.\"\n—Ixidor, reality sculptor", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Mill", "normal", "None", "None", "None", "{2}{U}{U}", "16246", "1605", "None", "8d3b077d-fc4d-580c-aabf-d24acb3063b3", "27543", "27542", "135246", "Dreamborn Muse", "82", "None", "At the beginning of each player's upkeep, that player puts the top X cards of his or her library into his or her graveyard, where X is the number of cards in his or her hand.", "Creature - Spirit", "None", "2", "10E,CM2,CMD,LGN", "None", "{'cardKingdom': 'https://mtgjson.com/links/79daa9c6c4ab9b7a', 'cardKingdomFoil': 'https://mtgjson.com/links/e2da781012a3953e', 'cardmarket': 'https://mtgjson.com/links/a9d36d64fe481fc5', 'tcgplayer': 'https://mtgjson.com/links/8acfb8c64a51a99d'}", "rare", "53ebb96f-185b-4aa5-ad4b-9c02ce44d387", "4fccdaf9-d4af-413e-a180-b3a326227e28", "68d7f338-c6e7-4372-b41c-901e39e08bde", "10E", "None", "Spirit", "None", "15106", "At the beginning of each player's upkeep, that player mills X cards, where X is the number of cards in their hand.", "2", "Creature — Spirit", "Creature", "6f9ae90a-5638-5b88-a3d7-ccea4372eb79", "None", "None" ], [ "47", "Franz Vohwinkel", "None", "mtgo,paper", "black", "123169", "122801", "U", "None", "U", "5.0", "None", "677", "None", "None", "None", "\"Once I supply the breeze, you'll see your warriors for the smoke they truly are.\"\n—Alexi, zephyr mage", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{U}{U}", "16247", "1882", "None", "53370ae6-4591-50cb-96c1-89ea1778f6f9", "27129", "27128", "129541", "Evacuation", "83", "None", "Return all creatures to their owners' hands.", "Instant", "None", "None", "10E,7ED,8ED,9ED,C16,DPA,PS11,STH", "None", "{'cardKingdom': 'https://mtgjson.com/links/3ae535b3c4908672', 'cardKingdomFoil': 'https://mtgjson.com/links/f5ea7648d4346771', 'cardmarket': 'https://mtgjson.com/links/30edb246b1c257a0', 'tcgplayer': 'https://mtgjson.com/links/e87b88aea0ac7a89'}", "rare", "a978fa0a-a52b-4464-afe3-d9f7bc202e63", "0f1e6d11-36e4-440c-8133-10110d8891a2", "fdd94383-b573-439a-8e1c-925af887c5a6", "10E", "None", "None", "None", "15118", "Return all creatures to their owners' hands.", "None", "Instant", "Instant", "100f46ae-e457-5491-b5d1-66cd9284304c", "None", "None" ], [ "48", "Roger Raupp", "None", "mtgo,paper", "black", "123211", "122843", "B", "None", "B", "3.0", "None", "16886", "None", "None", "None", "One rarely notices a heartbeat, save when it is stolen.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}", "16289", "66", "None", "8774e18f-3752-5c06-af94-5da3960da9ed", "27483", "27482", "135206", "Afflict", "125", "None", "Target creature gets -1/-1 until end of turn.\nDraw a card.", "Instant", "None", "None", "10E,ODY", "None", "{'cardKingdom': 'https://mtgjson.com/links/f482c95c918b9360', 'cardKingdomFoil': 'https://mtgjson.com/links/1e5ea78c0b988422', 'cardmarket': 'https://mtgjson.com/links/d4769234b08c2262', 'tcgplayer': 'https://mtgjson.com/links/2cfe3a25e6fa5d8a'}", "common", "20f18447-2853-469b-b3b3-20d6bcafa6e7", "83259a38-bbad-4dd1-bcd5-d1b1d96b0380", "471f6ad3-cf01-42dd-a519-ea8e13039fea", "10E", "None", "None", "None", "15026", "Target creature gets -1/-1 until end of turn.\nDraw a card.", "None", "Instant", "Instant", "9acf4d13-d68f-5fec-93b4-caf0a14725a5", "None", "None" ], [ "49", "Adam Rex", "None", "mtgo,paper", "black", "123212", "122844", "B", "None", "B", "4.0", "None", "17555", "None", "None", "None", "In the aftermath of war, when the slaying is long done, the greatest miseries come home to roost.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}{B}", "16290", "79", "None", "13fbd62d-8c76-52fa-a91d-a20cc34747ab", "27387", "27386", "135228", "Agonizing Memories", "126", "None", "Look at target player's hand and choose two cards from it. Put them on top of that player's library in any order.", "Sorcery", "None", "None", "10E,6ED,7ED,WTH", "None", "{'cardKingdom': 'https://mtgjson.com/links/2658a7c867bfce78', 'cardKingdomFoil': 'https://mtgjson.com/links/859e1ee22b75c9da', 'cardmarket': 'https://mtgjson.com/links/d5d9321fa5d1a301', 'tcgplayer': 'https://mtgjson.com/links/9f4ca945a1c9111a'}", "uncommon", "28bac7a8-d3bb-4032-b30b-db7328e4d2fc", "8c77f7f7-4605-4315-9f9f-9690774d5945", "2ac9d397-10ca-43ce-bff9-45d631553486", "10E", "None", "None", "None", "15028", "Look at target player's hand and choose two cards from it. Put them on top of that player's library in any order.", "None", "Sorcery", "Sorcery", "4429ce97-b78e-5bc4-bd34-a38b26794bdf", "None", "None" ], [ "50", "Mark Zug", "None", "mtgo,paper", "black", "None", "122845", "B", "None", "B", "6.0", "None", "7017", "None", "None", "None", "His soul snared by an angel's curse, Crovax twisted heroism into its purest shadow.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "{'brawl': False, 'commander': True, 'oathbreaker': False}", "None", "None", "{4}{B}{B}", "16291", "309", "None", "db6218d8-04ed-52c6-9ea9-2a3d763eaba1", "27333", "27332", "106525", "Ascendant Evincar", "127", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nOther black creatures get +1/+1.\nNonblack creatures get -1/-1.", "Legendary Creature - Vampire", "None", "3", "10E,DPA,HOP,NEM,PMEI,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/2396eea300472974', 'cardmarket': 'https://mtgjson.com/links/483738a163680a8f', 'tcgplayer': 'https://mtgjson.com/links/b371e5e21cf79b67'}", "rare", "82419eea-a397-41df-b526-f3bea857bbbd", "4f85fc04-7734-49eb-99da-ecb604b2f14b", "e32c0de7-132d-4a39-85fb-da0ed1132878", "10E", "None", "Vampire,Noble", "Legendary", "15040", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nOther black creatures get +1/+1.\nNonblack creatures get -1/-1.", "3", "Legendary Creature — Vampire Noble", "Creature", "bba43f4e-a9eb-5c89-8389-5935a1fbd8b3", "c206ab94-4325-5766-91d6-62b8f50aeac8", "None" ], [ "51", "Mark Zug", "None", "mtgo,paper", "black", "123213", "None", "B", "None", "B", "6.0", "None", "7017", "None", "None", "None", "His soul snared by an angel's curse, Crovax twisted heroism into its purest shadow.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "{'brawl': False, 'commander': True, 'oathbreaker': False}", "None", "None", "{4}{B}{B}", "16291", "309", "None", "f2d8870e-3ac7-550c-9f80-742b19735a38", "None", "None", "None", "Ascendant Evincar", "127★", "None", "None", "None", "None", "3", "10E,DPA,HOP,NEM,PMEI,PS11", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/1ba36122cc87f5f1', 'cardmarket': 'https://mtgjson.com/links/9567fd2d2873e916', 'tcgplayer': 'https://mtgjson.com/links/74f8aa583951fb8c'}", "rare", "1d1244ad-5b5f-41e8-bb0e-9cc854e663fb", "4f85fc04-7734-49eb-99da-ecb604b2f14b", "e32c0de7-132d-4a39-85fb-da0ed1132878", "10E", "None", "Vampire,Noble", "Legendary", "15040", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nOther black creatures get +1/+1.\nNonblack creatures get -1/-1.", "3", "Legendary Creature — Vampire Noble", "Creature", "c206ab94-4325-5766-91d6-62b8f50aeac8", "bba43f4e-a9eb-5c89-8389-5935a1fbd8b3", "None" ], [ "52", "Kev Walker", "None", "mtgo,paper", "black", "123214", "122846", "B", "None", "B", "3.0", "None", "10943", "None", "None", "None", "\"This is how wars are won—not with armies of soldiers but with a single knife blade, artfully placed.\"\n—Yurin, royal assassin", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}", "16292", "8314", "None", "baf4dd4c-bc49-5fa6-a119-ed59c0031be4", "27756", "27755", "135194", "Assassinate", "128", "None", "Destroy target tapped creature.", "Sorcery", "None", "None", "10E,BBD,CNS,M10,M11,PC2,PCA,TSP", "None", "{'cardKingdom': 'https://mtgjson.com/links/efdb4b9f388a00c2', 'cardKingdomFoil': 'https://mtgjson.com/links/087dfdbb15559dea', 'cardmarket': 'https://mtgjson.com/links/321e179d4ea778f3', 'tcgplayer': 'https://mtgjson.com/links/12d9103218d7160f'}", "common", "d79599f4-7038-4b8f-9a44-e58b650f21a7", "1b16f1d2-2329-4f50-b7c5-4c0a58656ee4", "ce979f36-84f2-4419-b400-971263494cc6", "10E", "None", "None", "None", "15041", "Destroy target tapped creature.", "None", "Sorcery", "Sorcery", "c6f3da33-27e8-51e4-9859-ef7cb3cdbe61", "None", "None" ], [ "53", "Alan Pollack", "None", "mtgo,paper", "black", "123215", "122847", "B", "None", "B", "5.0", "None", "1262", "None", "None", "None", "A vertical scream pierces the night air and echoes doom through the clouds.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{B}{B}", "16293", "501", "None", "d51f34a4-ce62-5003-94ec-86cdddea2d1c", "27634", "27633", "135270", "Beacon of Unrest", "129", "None", "Put target artifact or creature card in a graveyard into play under your control. Shuffle Beacon of Unrest into its owner's library.", "Sorcery", "None", "None", "10E,2XM,5DN,ARC,C16,C19,HOP,PRM", "None", "{'cardKingdom': 'https://mtgjson.com/links/4f127165056d6318', 'cardKingdomFoil': 'https://mtgjson.com/links/b58b457a794870cb', 'cardmarket': 'https://mtgjson.com/links/19c7e462ea98227d', 'tcgplayer': 'https://mtgjson.com/links/4c41fed3aa069921'}", "rare", "1ee97c64-39ab-4967-a7e4-3fc5e793d534", "b48f63a5-9b04-4eab-bf6f-e09f5d4c19bf", "aef874fa-93c0-4f86-8b0d-dc24ec51467d", "10E", "None", "None", "None", "15053", "Put target artifact or creature card from a graveyard onto the battlefield under your control. Shuffle Beacon of Unrest into its owner's library.", "None", "Sorcery", "Sorcery", "efdd5367-9393-54c1-a6b8-c7810ee87ed5", "None", "None" ], [ "54", "Daarken", "None", "mtgo,paper", "black", "None", "122848", "B", "None", "B", "4.0", "None", "17950", "None", "None", "None", "Knowing Takenuma Swamp to be dangerous, Hisata set wards to warn him of predators. He never imagined that his murderer would pass through them unhindered.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Swampwalk", "normal", "None", "None", "None", "{3}{B}", "16294", "635", "None", "1f36fc8b-d32a-5683-9bfa-6f02f7fdba84", "27251", "27250", "129491", "Bog Wraith", "130", "None", "Swampwalk (This creature is unblockable as long as defending player controls a Swamp.)", "Creature - Wraith", "None", "3", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,FBB,ITP,LEA,LEB,M10,POR,RQS,S99,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/3751a622c1c5a9d8', 'cardmarket': 'https://mtgjson.com/links/ed91bb7f10099edd', 'tcgplayer': 'https://mtgjson.com/links/acb2c94724ac583d'}", "uncommon", "d1b39f2d-96f2-4cac-9f6d-a061dbef749b", "f020f4cd-c88c-49bd-9dad-ea016e3712f1", "508248d1-09a4-4e41-a4c9-286618e5061e", "10E", "None", "Wraith", "None", "15060", "Swampwalk (This creature can't be blocked as long as defending player controls a Swamp.)", "3", "Creature — Wraith", "Creature", "ac084dab-6ac0-55fa-94b7-e009fede9012", "efaa7c3d-c5e0-5346-b3b2-c6a3d132c27a", "None" ], [ "55", "Daarken", "None", "mtgo,paper", "black", "123216", "None", "B", "None", "B", "4.0", "None", "17950", "None", "None", "None", "Knowing Takenuma Swamp to be dangerous, Hisata set wards to warn him of predators. He never imagined that his murderer would pass through them unhindered.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Swampwalk", "normal", "None", "None", "None", "{3}{B}", "16294", "635", "None", "4b6294e9-28db-5e4a-9d5d-4d4aeff037a3", "None", "None", "None", "Bog Wraith", "130★", "None", "None", "None", "None", "3", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,FBB,ITP,LEA,LEB,M10,POR,RQS,S99,SUM", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/bb9782f0ddf14ee1', 'cardmarket': 'https://mtgjson.com/links/ba51b7ca257fd55e', 'tcgplayer': 'https://mtgjson.com/links/00df95d407516fdd'}", "uncommon", "151643af-a8b7-4291-9ba1-839091eb342f", "f020f4cd-c88c-49bd-9dad-ea016e3712f1", "508248d1-09a4-4e41-a4c9-286618e5061e", "10E", "None", "Wraith", "None", "15060", "Swampwalk (This creature can't be blocked as long as defending player controls a Swamp.)", "3", "Creature — Wraith", "Creature", "efaa7c3d-c5e0-5346-b3b2-c6a3d132c27a", "ac084dab-6ac0-55fa-94b7-e009fede9012", "None" ], [ "56", "Ralph Horsley", "None", "mtgo,paper", "black", "123174", "122806", "U", "None", "U", "2.0", "None", "3057", "None", "None", "None", "Hurkyl's research at the College of Lat-Nam wasn't enough to stop the two brothers, but for centuries thereafter her spellcraft taught artificers restraint.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}", "16252", "2770", "None", "730441b7-7fc5-5e82-8829-5be75e237517", "27211", "27210", "135260", "Hurkyl's Recall", "88", "None", "Return all artifacts target player owns to his or her hand.", "Instant", "None", "None", "10E,3ED,4BB,4ED,5ED,ATQ,FBB,MM2,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/424059a4763cd4d1', 'cardKingdomFoil': 'https://mtgjson.com/links/0304fb3dfa08acae', 'cardmarket': 'https://mtgjson.com/links/dd0f2adda61c526b', 'tcgplayer': 'https://mtgjson.com/links/289320b261e9c336'}", "rare", "a7a42c38-6129-4e6e-9e27-e2c812ce6f45", "efb59d41-d49c-40ef-a559-7dda47528fb0", "ed1e5d24-c8a8-48fe-a88f-1003ad432477", "10E", "None", "None", "None", "15169", "Return all artifacts target player owns to their hand.", "None", "Instant", "Instant", "5ac794d2-4c66-5332-afb1-54b24bc11823", "None", "None" ], [ "57", "Ralph Horsley", "None", "mtgo,paper", "black", "123185", "122817", "U", "None", "U", "3.0", "None", "9685", "None", "None", "None", "Leave the door to the past even slightly ajar and it could be blown off its hinges.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}", "16263", "4621", "None", "f4207737-c884-5526-a550-c29a16f5957a", "27702", "27701", "129698", "Reminisce", "99", "None", "Target player shuffles his or her graveyard into his or her library.", "Sorcery", "None", "None", "10E,9ED,DDJ,ONS", "None", "{'cardKingdom': 'https://mtgjson.com/links/1711d66da1b75f1e', 'cardKingdomFoil': 'https://mtgjson.com/links/3f0eba872037365f', 'cardmarket': 'https://mtgjson.com/links/444e259d1ca1be7e', 'tcgplayer': 'https://mtgjson.com/links/4a97fe522ad6c646'}", "uncommon", "f49a8b0d-f130-4a16-a79c-607618cc40bd", "771aff95-928f-4d87-8b43-c6468eda197d", "296c4d2b-e41c-416b-807e-5b4db638ec57", "10E", "None", "None", "None", "15276", "Target player shuffles their graveyard into their library.", "None", "Sorcery", "Sorcery", "4fa9bf42-9170-594e-bbf9-42111adea313", "None", "None" ], [ "58", "Adam Rex", "None", "mtgo,paper", "black", "123186", "122818", "U", "None", "U", "2.0", "None", "7926", "None", "None", "None", "When your enemies are denied soldiers, they are denied victory.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}", "16264", "4626", "None", "c7b2e5c6-e9d6-5aaf-8dae-3ba79960516d", "27421", "27420", "129699", "Remove Soul", "100", "None", "Counter target creature spell.", "Instant", "None", "None", "10E,5ED,6ED,7ED,8ED,9ED,CHR,LEG,ME3,P09,PRM,S99", "None", "{'cardKingdom': 'https://mtgjson.com/links/4e667b86ebaf1e04', 'cardKingdomFoil': 'https://mtgjson.com/links/c71b1c4e85f8e34e', 'cardmarket': 'https://mtgjson.com/links/d1a3028d07274ecb', 'tcgplayer': 'https://mtgjson.com/links/69916b1c90460da7'}", "common", "35673701-684c-4ba6-99f5-74364bc6fec2", "e1922dfa-3d34-41e2-9350-14b704c9739d", "b13c0f76-fbda-4911-9442-c3d7e97f1aac", "10E", "None", "None", "None", "15277", "Counter target creature spell.", "None", "Instant", "Instant", "f37b2caa-03c5-51ec-a02a-c2e5311a9fd5", "None", "None" ], [ "59", "Christopher Moeller", "None", "mtgo,paper", "black", "None", "122819", "U", "None", "U", "1.0", "None", "7100", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{U}", "16265", "4759", "None", "a460550a-c24d-5abc-8b74-ee2f39452ff8", "27193", "27192", "134764", "Robe of Mirrors", "101", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nEnchanted creature has shroud. (It can't be the target of spells or abilities.)", "Enchantment - Aura", "None", "None", "10E,EXO", "None", "{'cardKingdom': 'https://mtgjson.com/links/127eba43473795d3', 'cardmarket': 'https://mtgjson.com/links/85117083ab85bf93', 'tcgplayer': 'https://mtgjson.com/links/98c25865924307d1'}", "common", "9948fcc3-6e95-4b39-accd-a4083fff1244", "b167057a-bdbf-4c91-9c32-5fa0e939a878", "093a20e5-ff14-41c7-b16c-1f745ddf6942", "10E", "None", "Aura", "None", "15282", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has shroud. (It can't be the target of spells or abilities.)", "None", "Enchantment — Aura", "Enchantment", "9626b37d-3a04-5cd6-a636-943981354e2b", "23aabc91-9146-5367-9cce-4fe955861abb", "None" ], [ "60", "Christopher Moeller", "None", "mtgo,paper", "black", "123187", "None", "U", "None", "U", "1.0", "None", "7100", "None", "None", "None", "\"Some say you cannot hit what you cannot see. I prefer that you hit what I want you to see.\"\n—Arcanis the Omnipotent", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{U}", "16265", "4759", "None", "2575b140-7aa0-58c9-b1b2-2a2c72898432", "None", "None", "None", "Robe of Mirrors", "101★", "None", "None", "None", "None", "None", "10E,EXO", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/487d8eefdfed3955', 'cardmarket': 'https://mtgjson.com/links/925223b29786738d', 'tcgplayer': 'https://mtgjson.com/links/c5bb934b2f766892'}", "common", "110b92c8-6bc3-4b2d-b71d-d04db8c3b465", "b167057a-bdbf-4c91-9c32-5fa0e939a878", "093a20e5-ff14-41c7-b16c-1f745ddf6942", "10E", "None", "Aura", "None", "15282", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has shroud. (It can't be the target of spells or abilities.)", "None", "Enchantment — Aura", "Enchantment", "23aabc91-9146-5367-9cce-4fe955861abb", "9626b37d-3a04-5cd6-a636-943981354e2b", "None" ], [ "61", "Mark Tedin", "None", "mtgo,paper", "black", "None", "122820", "U", "None", "U", "3.0", "None", "18024", "None", "None", "None", "Rootwater merfolk are seldom seen these days, but elf corpses are as numerous as ever.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Islandwalk,Landwalk", "normal", "None", "None", "None", "{2}{U}", "16266", "4793", "None", "4f7f1086-0712-572d-805b-6aa07aa1fc03", "27337", "27336", "129733", "Rootwater Commando", "102", "None", "Islandwalk (This creature is unblockable as long as defending player controls an Island.)", "Creature - Merfolk", "None", "2", "10E,NEM", "None", "{'cardKingdom': 'https://mtgjson.com/links/266b989813e4f2d2', 'cardmarket': 'https://mtgjson.com/links/1b7bd9bf78df5293', 'tcgplayer': 'https://mtgjson.com/links/d5d4952c1b301029'}", "common", "1da47bd4-58b6-4ef3-bd42-caf947e38645", "681f0158-b71e-4ac3-bc76-87ec4afb0f4f", "d62e9510-dc41-493f-8289-6e11303884fc", "10E", "None", "Merfolk", "None", "15287", "Islandwalk (This creature can't be blocked as long as defending player controls an Island.)", "2", "Creature — Merfolk", "Creature", "f1eba89f-dd82-5843-80a9-e9b2cd3a6037", "f76ee94d-b1a1-5c9f-bdc8-4bf659844cd8", "None" ], [ "62", "Mark Tedin", "None", "mtgo,paper", "black", "123188", "None", "U", "None", "U", "3.0", "None", "18024", "None", "None", "None", "Rootwater merfolk are seldom seen these days, but elf corpses are as numerous as ever.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Islandwalk,Landwalk", "normal", "None", "None", "None", "{2}{U}", "16266", "4793", "None", "c44b9124-88ad-5252-9803-a2526a4f123b", "None", "None", "None", "Rootwater Commando", "102★", "None", "None", "None", "None", "2", "10E,NEM", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/ef8c3b82c55cb43a', 'cardmarket': 'https://mtgjson.com/links/ccd42ba9e2274b40', 'tcgplayer': 'https://mtgjson.com/links/ce74b0aa74db921d'}", "common", "b8c1cfde-c08e-4fda-8b3c-7e7a0121f87b", "681f0158-b71e-4ac3-bc76-87ec4afb0f4f", "d62e9510-dc41-493f-8289-6e11303884fc", "10E", "None", "Merfolk", "None", "15287", "Islandwalk (This creature can't be blocked as long as defending player controls an Island.)", "2", "Creature — Merfolk", "Creature", "f76ee94d-b1a1-5c9f-bdc8-4bf659844cd8", "f1eba89f-dd82-5843-80a9-e9b2cd3a6037", "None" ], [ "63", "Scott M. Fischer", "None", "mtgo,paper", "black", "123123", "122755", "W", "None", "W", "3.0", "None", "1797", "None", "None", "None", "Appointed by the kha himself, members of the tribunal ensure all disputes are settled with the utmost fairness.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{W}", "16201", "4822", "None", "694576db-55bb-541d-97e2-c8795744b7b0", "27591", "27590", "136291", "Rule of Law", "37", "None", "Each player can't play more than one spell each turn.", "Enchantment", "None", "None", "10E,M20,MRD", "None", "{'cardKingdom': 'https://mtgjson.com/links/252399241da39b29', 'cardKingdomFoil': 'https://mtgjson.com/links/eadf7906192bf860', 'cardmarket': 'https://mtgjson.com/links/fc951912165ae23b', 'tcgplayer': 'https://mtgjson.com/links/e1dd75dc13dbb5a1'}", "uncommon", "1529ebe9-c809-4c84-9096-1fa05388b660", "08b77654-a853-4e7b-90c9-5fc403e3c2eb", "53e88e64-6f82-4154-a66e-6aeb0154b368", "10E", "None", "None", "None", "15290", "Each player can't cast more than one spell each turn.", "None", "Enchantment", "Enchantment", "eee00aa2-c730-5ff1-84a9-51d95a9fe180", "None", "None" ], [ "64", "Daren Bader", "None", "mtgo,paper", "black", "123189", "122821", "U", "None", "U", "4.0", "None", "12783", "None", "None", "None", "In the harsh depths of Rootwater, the charms of surface dwellers are quite useless . . . except as lures.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{U}{U}", "16267", "4797", "None", "88a4b6f0-df20-52b2-8aee-db1377774628", "27207", "27206", "135252", "Rootwater Matriarch", "103", "None", "{T}: Gain control of target creature as long as that creature is enchanted.", "Creature - Merfolk", "None", "2", "10E,TMP", "None", "{'cardKingdom': 'https://mtgjson.com/links/137620c002e6ad3f', 'cardKingdomFoil': 'https://mtgjson.com/links/741d8605cdcfee92', 'cardmarket': 'https://mtgjson.com/links/919f41b20908f2bb', 'tcgplayer': 'https://mtgjson.com/links/8289ba597fc844cf'}", "rare", "09179261-aa02-4144-9028-3b8d6420a860", "85ea6a13-1e8b-409e-8385-cb572ac76477", "1d260526-db57-486d-b0bc-d523139a0148", "10E", "None", "Merfolk", "None", "15288", "{T}: Gain control of target creature for as long as that creature is enchanted.", "3", "Creature — Merfolk", "Creature", "fc96da15-9362-585a-b555-f7a7e5480e8b", "None", "None" ], [ "65", "Mark Brill", "None", "mtgo,paper", "black", "None", "122822", "U", "None", "U", "2.0", "None", "4642", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{1}{U}", "16268", "4869", "None", "ebeff6a1-d8f4-5b7e-b25c-8a5e52a179a9", "27423", "27422", "135217", "Sage Owl", "104", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhen Sage Owl comes into play, look at the top four cards of your library, then put them back in any order.", "Creature - Bird", "None", "1", "10E,6ED,7ED,8ED,M10,PSAL,WTH", "None", "{'cardKingdom': 'https://mtgjson.com/links/4428f9983ee9a10d', 'cardmarket': 'https://mtgjson.com/links/77845c3672fa4ead', 'tcgplayer': 'https://mtgjson.com/links/1b43da24ccfe258e'}", "common", "1ed89567-cb18-4e51-a978-eac81d112aa1", "05a4ef04-ff69-46b5-8579-d4d080cdec6f", "d47fc902-51f7-4ad1-8ee4-c973e32192b8", "10E", "None", "Bird", "None", "15292", "Flying\nWhen Sage Owl enters the battlefield, look at the top four cards of your library, then put them back in any order.", "1", "Creature — Bird", "Creature", "cdf65c48-2ac8-522a-bbcf-2f8165187a18", "67adcf6f-bf56-5ca8-a3fb-a1045b4fba41", "None" ], [ "66", "Mark Brill", "None", "mtgo,paper", "black", "123190", "None", "U", "None", "U", "2.0", "None", "4642", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{1}{U}", "16268", "4869", "None", "aeee6933-1d44-57b2-8684-f66c8664271f", "None", "None", "None", "Sage Owl", "104★", "None", "None", "None", "None", "1", "10E,6ED,7ED,8ED,M10,PSAL,WTH", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/8c4a78ae88b1ee23', 'cardmarket': 'https://mtgjson.com/links/99d392bcc862c3ff', 'tcgplayer': 'https://mtgjson.com/links/df4b7494ba154915'}", "common", "36d6c0f1-7479-4f15-8d85-e8dfface190d", "05a4ef04-ff69-46b5-8579-d4d080cdec6f", "d47fc902-51f7-4ad1-8ee4-c973e32192b8", "10E", "None", "Bird", "None", "15292", "Flying\nWhen Sage Owl enters the battlefield, look at the top four cards of your library, then put them back in any order.", "1", "Creature — Bird", "Creature", "67adcf6f-bf56-5ca8-a3fb-a1045b4fba41", "cdf65c48-2ac8-522a-bbcf-2f8165187a18", "None" ], [ "67", "Mark Tedin", "None", "mtgo,paper", "black", "None", "122823", "U", "None", "U", "5.0", "None", "14753", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{4}{U}", "16269", "4937", "None", "f1daad28-e3a2-5878-882e-303203bc21f2", "27503", "27502", "130818", "Scalpelexis", "105", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhenever Scalpelexis deals combat damage to a player, that player removes the top four cards of his or her library from the game. If two or more of those cards have the same", "Creature - Beast", "None", "1", "10E,JUD", "None", "{'cardKingdom': 'https://mtgjson.com/links/5aecce674e7769c8', 'cardmarket': 'https://mtgjson.com/links/80c320f16af709c4', 'tcgplayer': 'https://mtgjson.com/links/d4335a351f0cf195'}", "rare", "ad3ca697-bdf4-41df-973d-22a0ce89ad35", "9c78a655-e879-4a42-bfa8-d3d391d0880b", "99eb50ef-352f-47c4-91e3-32813cbe0649", "10E", "None", "Beast", "None", "15294", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhenever Scalpelexis deals combat damage to a player, that player exiles the top four cards of their library. If two or more of those cards have the same name, repeat this p", "5", "Creature — Beast", "Creature", "d5124438-a5d4-5b3b-88af-d179f4b9c9af", "f4670242-6ae0-5ec4-872d-391386bb026b", "None" ], [ "68", "Mark Tedin", "None", "mtgo,paper", "black", "123191", "None", "U", "None", "U", "5.0", "None", "14753", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{4}{U}", "16269", "4937", "None", "6726b384-cd58-5bb6-9e99-a1464b73ee7d", "None", "None", "None", "Scalpelexis", "105★", "None", "None", "None", "None", "1", "10E,JUD", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/14f217ac2967fbad', 'cardmarket': 'https://mtgjson.com/links/121cae0747e180eb', 'tcgplayer': 'https://mtgjson.com/links/529089b83ce64569'}", "rare", "c8d19d71-3ae2-4c48-aa7e-406b2c188b99", "9c78a655-e879-4a42-bfa8-d3d391d0880b", "99eb50ef-352f-47c4-91e3-32813cbe0649", "10E", "None", "Beast", "None", "15294", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nWhenever Scalpelexis deals combat damage to a player, that player exiles the top four cards of their library. If two or more of those cards have the same name, repeat this p", "5", "Creature — Beast", "Creature", "f4670242-6ae0-5ec4-872d-391386bb026b", "d5124438-a5d4-5b3b-88af-d179f4b9c9af", "None" ], [ "69", "Greg Staples", "None", "mtgo,paper", "black", "None", "122757", "W", "None", "W", "5.0", "None", "6228", "None", "None", "None", "Her sword sings more beautifully than any choir.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying,Vigilance", "normal", "None", "None", "None", "{3}{W}{W}", "16203", "5066", "None", "4a4e8a00-e123-5ec8-80d4-71fab8b650a4", "27686", "27685", "129726", "Serra Angel", "39", "None", "Flying, vigilance (This creature can't be blocked except by creatures with flying or reach, and attacking doesn't cause this creature to tap.)", "Creature - Angel", "None", "4", "10E,2ED,3ED,4BB,4ED,7ED,8ED,9ED,ANB,ATH,CED,CEI,CMA,CMD,DDC,DOM,DVD,EMA,FBB,GNT,IMA,JMP,LEA,LEB,M10,M11,M12,M13,M14,M15,ME4,OANA,ORI,PDOM,PRM,PS11,PTC,PWOS,SUM,V15,W16,W17", "None", "{'cardKingdom': 'https://mtgjson.com/links/9b2bab611eaa59c1', 'cardmarket': 'https://mtgjson.com/links/7405d2f3109dec3f', 'tcgplayer': 'https://mtgjson.com/links/378075312735712d'}", "rare", "658b2f11-7420-4fa7-98f0-4f4be2093355", "5f5651af-22fb-4fb8-a04c-1f34b5104bd9", "4b7ac066-e5c7-43e6-9e7e-2739b24a905d", "10E", "None", "Angel", "None", "15303", "Flying, vigilance", "4", "Creature — Angel", "Creature", "be665b02-1cf2-50c6-8861-85da921bc853", "b2f56602-e85a-588f-a4be-40b6e56f44f7", "None" ], [ "70", "Brian Despain", "None", "mtgo,paper", "black", "123192", "122824", "U", "None", "U", "6.0", "None", "17071", "None", "None", "None", "It's easy to believe the monster is a myth—until you feel three hundred thousand pounds of myth crashing down on your ship.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{4}{U}{U}", "16270", "4995", "None", "82ad0184-cebb-53c4-b7ce-6c29eb952796", "27145", "27144", "129719", "Sea Monster", "106", "None", "Sea Monster can't attack unless defending player controls an Island.", "Creature - Serpent", "None", "6", "10E,6ED,7ED,8ED,9ED,TMP,TPR", "None", "{'cardKingdom': 'https://mtgjson.com/links/949de365c98c8e7a', 'cardKingdomFoil': 'https://mtgjson.com/links/eda3b55993e04680', 'cardmarket': 'https://mtgjson.com/links/7dfd81fc2cfae835', 'tcgplayer': 'https://mtgjson.com/links/5ae6f777960c01c3'}", "common", "3809b4c6-79b4-4a06-8fc9-beabc278cbf8", "af2bba49-8a3c-4b9b-893b-31243b6c228c", "21b07ce7-b4f9-438c-8c09-e624557d62d2", "10E", "None", "Serpent", "None", "15299", "Sea Monster can't attack unless defending player controls an Island.", "6", "Creature — Serpent", "Creature", "9db6f50d-3242-5cbc-9f71-45477f4967df", "None", "None" ], [ "71", "Carl Critchlow", "None", "mtgo,paper", "black", "None", "122825", "U", "None", "U", "1.0", "None", "9771", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{U}", "16271", "5147", "None", "db84bfe9-3032-58c8-8e03-46c4f18d0f03", "27357", "27356", "129553", "Shimmering Wings", "107", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nEnchanted creature has flying. (It can't be blocked except by creatures with flying or reach.)\n{U}: Return Shimmering Wings to its owner's hand.", "Enchantment - Aura", "None", "None", "10E,INV,TMP", "None", "{'cardKingdom': 'https://mtgjson.com/links/3ab7101239256874', 'cardmarket': 'https://mtgjson.com/links/5204c9a847804e2f', 'tcgplayer': 'https://mtgjson.com/links/cadaf4efd9872b77'}", "common", "66c9aa9f-acd5-4908-9e11-1a152363ef42", "bec6e9bd-6db1-4299-a2e7-f514637db1cd", "7d892d61-5a69-4500-9fb2-7cf50728aedd", "10E", "None", "Aura", "None", "15307", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has flying. (It can't be blocked except by creatures with flying or reach.)\n{U}: Return Shimmering Wings to its owner's h", "None", "Enchantment — Aura", "Enchantment", "a122a3b0-b686-5b96-a02c-926423c65b13", "41b6098d-f7d9-5a37-9734-01dff7ce4912", "None" ], [ "72", "Carl Critchlow", "None", "mtgo,paper", "black", "123193", "None", "U", "None", "U", "1.0", "None", "9771", "None", "None", "None", "\"I leave words like 'impossible' to the rabble. Whatever I can imagine, I can create.\"\n—Ixidor, reality sculptor", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{U}", "16271", "5147", "None", "8ee7fc32-46c9-57a6-b326-f680d0a8b41f", "None", "None", "None", "Shimmering Wings", "107★", "None", "None", "None", "None", "None", "10E,INV,TMP", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/41862788c45aa11c', 'cardmarket': 'https://mtgjson.com/links/d9796156242d35aa', 'tcgplayer': 'https://mtgjson.com/links/9f7dae0f0471891f'}", "common", "ae2c0439-aed2-4ed5-b38a-d2b321811ccc", "bec6e9bd-6db1-4299-a2e7-f514637db1cd", "7d892d61-5a69-4500-9fb2-7cf50728aedd", "10E", "None", "Aura", "None", "15307", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has flying. (It can't be blocked except by creatures with flying or reach.)\n{U}: Return Shimmering Wings to its owner's h", "None", "Enchantment — Aura", "Enchantment", "41b6098d-f7d9-5a37-9734-01dff7ce4912", "a122a3b0-b686-5b96-a02c-926423c65b13", "None" ], [ "73", "Jeremy Jarvis", "None", "mtgo,paper", "black", "123194", "122826", "U", "None", "U", "4.0", "None", "8113", "None", "None", "None", "Dwell longest on the thoughts that shine brightest.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{U}", "16272", "6838", "None", "fcfa590d-049d-59ef-b0f8-275b1e491318", "27692", "27691", "136217", "Sift", "108", "None", "Draw three cards, then discard a card.", "Sorcery", "None", "None", "10E,2XM,9ED,A25,M19,PS11,STH,TPR", "None", "{'cardKingdom': 'https://mtgjson.com/links/5866b22f0ed166c4', 'cardKingdomFoil': 'https://mtgjson.com/links/3ad3caacec34350b', 'cardmarket': 'https://mtgjson.com/links/e9532a59ddb897db', 'tcgplayer': 'https://mtgjson.com/links/d94a74adafd52e9c'}", "common", "917a5c02-89b1-4d06-8d65-8db8c9c485a9", "34c70ff0-9feb-44c7-b88d-fae351f674c3", "6e060984-2015-4dc4-b53d-ab6bf2abdacc", "10E", "None", "None", "None", "15314", "Draw three cards, then discard a card.", "None", "Sorcery", "Sorcery", "39adc884-8e24-572d-ad54-74561b1cb139", "None", "None" ], [ "74", "Christopher Moeller", "None", "mtgo,paper", "black", "None", "122827", "U", "None", "U", "2.0", "None", "19363", "None", "None", "None", "\"Let my wisdom give you wings.\"", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}", "16273", "5268", "None", "271da5fb-c010-5598-82d1-6555a7417d73", "27373", "27372", "130998", "Sky Weaver", "109", "None", "{2}: Target white or black creature gains flying until end of turn. (It can't be blocked except by creatures with flying or reach.)", "Creature - Metathran Wizard", "None", "2", "10E,INV", "None", "{'cardKingdom': 'https://mtgjson.com/links/b034f2a13fea525e', 'cardmarket': 'https://mtgjson.com/links/acef4ea788d88a24', 'tcgplayer': 'https://mtgjson.com/links/77e5b1b5cbd7bf83'}", "uncommon", "5095e0e4-d077-46a5-850c-68399fd16da6", "c773974b-686f-4113-bede-35deb03dc6ea", "25933e8b-fa48-4152-9eae-388aef10ad37", "10E", "None", "Metathran,Wizard", "None", "15315", "{2}: Target white or black creature gains flying until end of turn. (It can't be blocked except by creatures with flying or reach.)", "1", "Creature — Metathran Wizard", "Creature", "18db55ad-e62f-5c76-a6b8-743378d6ea38", "e451cc8a-2bbe-5850-adc4-fb1b738bcef0", "None" ], [ "75", "Christopher Moeller", "None", "mtgo,paper", "black", "123195", "None", "U", "None", "U", "2.0", "None", "19363", "None", "None", "None", "\"Let my wisdom give you wings.\"", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}", "16273", "5268", "None", "3298fe46-a4f4-56f7-b02a-d57d76f3ad8c", "None", "None", "None", "Sky Weaver", "109★", "None", "None", "None", "None", "2", "10E,INV", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/e92d441fd1fddccb', 'cardmarket': 'https://mtgjson.com/links/ad5c95997bb19525', 'tcgplayer': 'https://mtgjson.com/links/22babcff3a77ba3b'}", "uncommon", "c58d58cf-3023-43cd-8aec-61e32510471a", "c773974b-686f-4113-bede-35deb03dc6ea", "25933e8b-fa48-4152-9eae-388aef10ad37", "10E", "None", "Metathran,Wizard", "None", "15315", "{2}: Target white or black creature gains flying until end of turn. (It can't be blocked except by creatures with flying or reach.)", "1", "Creature — Metathran Wizard", "Creature", "e451cc8a-2bbe-5850-adc4-fb1b738bcef0", "18db55ad-e62f-5c76-a6b8-743378d6ea38", "None" ], [ "76", "Anthony S. Waters", "None", "mtgo,paper", "black", "None", "122879", "B", "None", "B", "4.0", "None", "3312", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}{B}", "16325", "3735", "None", "b4801581-9352-5c7a-83cc-ee51cef756a7", "27481", "27480", "129648", "Mortivore", "161", "None", "Mortivore's power and toughness are each equal to the number of creature cards in all graveyards.\n{B}: Regenerate Mortivore. (The next time this creature would be destroyed this turn, it isn't. Instead tap it, remove all damage from it, and remove it from", "Creature - Lhurgoyf", "None", "*", "10E,9ED,CM2,CMD,DPA,ODY,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/457813fb144d9b4b', 'cardmarket': 'https://mtgjson.com/links/f4000df8d5a47f03', 'tcgplayer': 'https://mtgjson.com/links/a5a301f57cc6fa6d'}", "rare", "b0ad89ad-03ee-4227-b2a6-5d5002eecead", "062c36cb-5c33-4c8f-9010-2b4a74ee75e9", "2f554218-2072-4d9b-b4d4-34f161f1f2a9", "10E", "None", "Lhurgoyf", "None", "15224", "Mortivore's power and toughness are each equal to the number of creature cards in all graveyards.\n{B}: Regenerate Mortivore.", "*", "Creature — Lhurgoyf", "Creature", "889dbfab-bcc2-5a94-ba57-01d229c6dccd", "4cd3a77f-82ac-5204-8f60-b04234d2db30", "None" ], [ "77", "Anthony S. Waters", "None", "mtgo,paper", "black", "123247", "None", "B", "None", "B", "4.0", "None", "3312", "None", "None", "None", "The light sigh of its breath whistles through its bones.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}{B}", "16325", "3735", "None", "ae1cc778-f71d-5d03-86bd-7d8a08cd44d5", "None", "None", "None", "Mortivore", "161★", "None", "None", "None", "None", "*", "10E,9ED,CM2,CMD,DPA,ODY,PS11", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/124190cb1b9fb6cf', 'cardmarket': 'https://mtgjson.com/links/d9f553c9a8b7f688', 'tcgplayer': 'https://mtgjson.com/links/809b2db87c79f76a'}", "rare", "8c9c213d-9262-4cba-8bde-161baf8cc0c0", "062c36cb-5c33-4c8f-9010-2b4a74ee75e9", "2f554218-2072-4d9b-b4d4-34f161f1f2a9", "10E", "None", "Lhurgoyf", "None", "15224", "Mortivore's power and toughness are each equal to the number of creature cards in all graveyards.\n{B}: Regenerate Mortivore.", "*", "Creature — Lhurgoyf", "Creature", "4cd3a77f-82ac-5204-8f60-b04234d2db30", "889dbfab-bcc2-5a94-ba57-01d229c6dccd", "None" ], [ "78", "Darrell Riche", "None", "mtgo,paper", "black", "None", "122748", "W", "None", "W", "3.0", "None", "5786", "None", "None", "None", "On the wild steppes, history vanishes in the dust. Only the mythmakers remain to say what was, and is, and will be.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{W}", "16194", "3921", "None", "32e59260-e459-5b89-8943-62d13e89fc13", "27183", "27182", "130547", "Nomad Mythmaker", "30", "None", "{W}, {T}: Put target Aura card in a graveyard into play attached to a creature you control. (You control that Aura.)", "Creature - Human Nomad Cleric", "None", "2", "10E,JUD", "None", "{'cardKingdom': 'https://mtgjson.com/links/574477053e086f4d', 'cardmarket': 'https://mtgjson.com/links/673624d0cfe0f66a', 'tcgplayer': 'https://mtgjson.com/links/c79fdb2d0b6fba07'}", "rare", "0468f109-8020-4a74-8ffd-bba771362f76", "c627009d-0116-496a-b3fe-99701b816a03", "591ce7dc-8407-43ed-acfc-e3d8fd547125", "10E", "None", "Human,Nomad,Cleric", "None", "15235", "{W}, {T}: Put target Aura card from a graveyard onto the battlefield under your control attached to a creature you control.", "2", "Creature — Human Nomad Cleric", "Creature", "5d53a06b-68a0-5d1a-a1a5-a676f16c23dd", "ac19e0e0-6d8e-55ad-a7a9-68fd6032eaab", "None" ], [ "79", "Dave Kendall", "None", "mtgo,paper", "black", "None", "122750", "W", "None", "W", "3.0", "None", "10337", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike,Protection", "normal", "None", "None", "None", "{1}{W}{W}", "16196", "4065", "None", "6ceacfec-888c-5176-b243-44b985dcddd3", "27175", "27174", "129668", "Paladin en-Vec", "32", "None", "First strike, protection from black, protection from red (This creature deals combat damage before creatures without first strike. It can't be blocked, targeted, dealt damage, or enchanted by anything black or red.)", "Creature - Human Knight", "None", "2", "10E,9ED,EXO,TPR,WC98", "None", "{'cardKingdom': 'https://mtgjson.com/links/1fadb97e30dd66f0', 'cardmarket': 'https://mtgjson.com/links/8c927dc89f9d7d60', 'tcgplayer': 'https://mtgjson.com/links/f5ed48ae508fb2e3'}", "rare", "aea1a8e1-35f4-4b4a-aa68-21b5219527a9", "33556e14-16af-44f1-ae7d-39adb84556b0", "fd8722e1-9c41-4037-ab7e-47e2aa9858a0", "10E", "None", "Human,Knight", "None", "15241", "First strike, protection from black and from red (This creature deals combat damage before creatures without first strike. It can't be blocked, targeted, dealt damage, or enchanted by anything black or red.)", "2", "Creature — Human Knight", "Creature", "214dbfe9-0f16-5b6b-be30-8771192a89ec", "08a671f0-ea90-531e-bbeb-c00793a57672", "None" ], [ "80", "Adam Rex", "None", "mtgo,paper", "black", "123180", "122812", "U", "None", "U", "1.0", "None", "4479", "None", "None", "None", "Sometimes you have to read between the minds.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{U}", "16258", "4125", "None", "c728d0c8-6eb7-5fe0-8301-13f11c634059", "27493", "27492", "130903", "Peek", "94", "None", "Look at target player's hand.\nDraw a card.", "Instant", "None", "None", "10E,ODY", "None", "{'cardKingdom': 'https://mtgjson.com/links/e1d44e6291956e06', 'cardKingdomFoil': 'https://mtgjson.com/links/ccb74c566ee870ec', 'cardmarket': 'https://mtgjson.com/links/cfda0abbaf00c87f', 'tcgplayer': 'https://mtgjson.com/links/65d161cb9f21fa7f'}", "common", "869a6c06-eae5-418e-9a5c-26598a929416", "9b985b80-c209-41fb-b5f1-aa1038789311", "873abbf4-c9b5-4b8f-8cd0-613cf3b9b1d5", "10E", "None", "None", "None", "15243", "Look at target player's hand.\nDraw a card.", "None", "Instant", "Instant", "284ed7cc-8917-5005-bfa9-e7c61b1fb85e", "None", "None" ], [ "81", "Greg Staples", "None", "mtgo,paper", "black", "123182", "122814", "U", "None", "U", "3.0", "None", "9816", "None", "None", "None", "\"There are as many pillows of illusion as flakes in a snow-storm. We wake from one dream into another dream.\"\n—Ralph Waldo Emerson, \"Illusions\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{U}{U}", "16260", "4171", "None", "98a13df1-e0ba-5195-bc5b-1495e16c9ebb", "27417", "27416", "132064", "Phantom Warrior", "96", "None", "Phantom Warrior is unblockable.", "Creature - Illusion Warrior", "None", "2", "10E,6ED,7ED,8ED,9ED,BBD,DPA,M10,M14,M20,POR,PS11,S99,WTH", "None", "{'cardKingdom': 'https://mtgjson.com/links/b6f55faa40ff8d94', 'cardKingdomFoil': 'https://mtgjson.com/links/3e8646fe63b20532', 'cardmarket': 'https://mtgjson.com/links/5e1ba7bdef07af3f', 'tcgplayer': 'https://mtgjson.com/links/fd9e12fef21a8079'}", "uncommon", "626ea51c-1ef0-49ed-93de-52f8f6a9d595", "752b93ed-90b8-4a00-a9b4-b7378b5b4ff9", "23745133-e5e2-4ce3-b94a-73d0d3d8a013", "10E", "None", "Illusion,Warrior", "None", "15246", "Phantom Warrior can't be blocked.", "2", "Creature — Illusion Warrior", "Creature", "8d5006e3-45cb-5d9f-896d-83a22d86d53d", "None", "None" ], [ "82", "Jeremy Jarvis", "None", "mtgo,paper", "black", "123183", "122815", "U", "None", "U", "4.0", "None", "11951", "None", "None", "None", "\"Are you thinking what I'm thinking?\"", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{U}", "16261", "4241", "None", "d988a7ad-5485-57a2-9eb1-990cc3b9a5fe", "27704", "27703", "129883", "Plagiarize", "97", "None", "Until end of turn, if target player would draw a card, instead that player skips that draw and you draw a card.", "Instant", "None", "None", "10E,9ED,TOR", "None", "{'cardKingdom': 'https://mtgjson.com/links/0cd65de07a07d364', 'cardKingdomFoil': 'https://mtgjson.com/links/a53d5d53ef6a00fa', 'cardmarket': 'https://mtgjson.com/links/8bf3036c807c8b88', 'tcgplayer': 'https://mtgjson.com/links/17356dde1b61086f'}", "rare", "d59ae2f8-1e19-495a-86a9-8391e1e14ac5", "48a42299-fe23-47ce-a28d-1177b9100bcd", "ba4f9450-d468-4686-9f48-00fa08c6ac52", "10E", "None", "None", "None", "15251", "Until end of turn, if target player would draw a card, instead that player skips that draw and you draw a card.", "None", "Instant", "Instant", "5a1f3fc3-e970-5408-94ef-e7c78e57000b", "None", "None" ], [ "83", "Matt Thompson", "None", "mtgo,paper", "black", "123217", "122849", "B", "None", "B", "2.0", "None", "5946", "None", "None", "None", "\"Your blood, your marrow, your spirit—all are mine.\"\n—Mayvar, minion of Geth", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{X}{1}{B}", "16295", "1112", "None", "a97410e8-c13c-562c-b296-73689d7007db", "27567", "27566", "129505", "Consume Spirit", "131", "None", "Spend only black mana on X.\nConsume Spirit deals X damage to target creature or player and you gain X life.", "Sorcery", "None", "None", "10E,9ED,DDC,DPA,DVD,HOP,M10,M12,MRD,PIDW,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/e319a78172fd3510', 'cardKingdomFoil': 'https://mtgjson.com/links/2e2eaa7077434f4c', 'cardmarket': 'https://mtgjson.com/links/8b3360fc0c63b1e2', 'tcgplayer': 'https://mtgjson.com/links/29d33b54c00c636a'}", "uncommon", "b8117171-08a7-44f6-9c14-12e8b96c7632", "fc8e60f0-6d09-4f1e-af71-262f3d2c0096", "861fa80d-99e0-4332-a2b8-5aa959fd41a4", "10E", "None", "None", "None", "15083", "Spend only black mana on X.\nConsume Spirit deals X damage to any target and you gain X life.", "None", "Sorcery", "Sorcery", "26180f1b-41a1-5fa5-9f6b-39ee08a1a203", "None", "None" ], [ "84", "Thomas M. Baxa", "None", "mtgo,paper", "black", "None", "122850", "B", "None", "B", "2.0", "None", "14468", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{1}{B}", "16296", "1117", "None", "c5393c68-2c74-523c-93a7-f4bd53f46faa", "27593", "27592", "129590", "Contaminated Bond", "132", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nWhenever enchanted creature attacks or blocks, its controller loses 3 life.", "Enchantment - Aura", "None", "None", "10E,9ED,MRD", "None", "{'cardKingdom': 'https://mtgjson.com/links/7ea01025ac25673f', 'cardmarket': 'https://mtgjson.com/links/ddbac221dc5dff07', 'tcgplayer': 'https://mtgjson.com/links/c7ee56ec6decbeeb'}", "common", "a56b6552-367e-4b0b-9095-42322843b1b2", "455626bc-4c8c-4257-a12e-21ac7207e1fe", "56aeaee8-e014-485e-b7ad-e26ade663bcf", "10E", "None", "Aura", "None", "15084", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nWhenever enchanted creature attacks or blocks, its controller loses 3 life.", "None", "Enchantment — Aura", "Enchantment", "2562f5f1-4de2-5834-a9ff-99092380d910", "9c0311e8-03c1-527d-9d90-6fa2dba2aae9", "None" ], [ "85", "Michael Sutfin", "None", "mtgo,paper", "black", "123219", "122851", "B", "None", "B", "2.0", "None", "11279", "None", "None", "None", "\"Choose your next words carefully. They will be your last.\"\n—Phage the Untouchable", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{B}", "16297", "1220", "None", "7b94dbd6-ea37-5c4d-aa19-697deacca4f4", "27708", "27707", "129514", "Cruel Edict", "133", "None", "Target opponent sacrifices a creature.", "Sorcery", "None", "None", "10E,9ED,DDC,DVD,P02,P07,PRM", "None", "{'cardKingdom': 'https://mtgjson.com/links/3b617d1ee3aca59a', 'cardKingdomFoil': 'https://mtgjson.com/links/20b61658048c3aec', 'cardmarket': 'https://mtgjson.com/links/cdb8caef03797de1', 'tcgplayer': 'https://mtgjson.com/links/b1772f015250817b'}", "uncommon", "0c3d9c1d-a984-4971-810c-e493d0a55e5c", "059f15e7-3926-40f3-8d81-2be8d81e1eb0", "10c585c4-bf5b-4d8f-94a9-e9a5036a688f", "10E", "None", "None", "None", "15090", "Target opponent sacrifices a creature.", "None", "Sorcery", "Sorcery", "e77dbe8c-5878-5881-b5f3-8203af673278", "None", "None" ], [ "86", "Jeremy Jarvis", "None", "mtgo,paper", "black", "123220", "122852", "B", "None", "B", "1.0", "None", "11912", "None", "None", "None", "\"I hope it's true that every snowflake is unique, because I never want to see one like this again. Now clean up that body.\"\n—Thangbrand Gyrdsson, Kjeldoran patrol", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{B}", "16298", "8184", "None", "15d0f300-0989-5531-9eec-8a9b5320d822", "27742", "27741", "129910", "Deathmark", "134", "None", "Destroy target green or white creature.", "Sorcery", "None", "None", "10E,CSP,M10,M11,M12,MM2", "None", "{'cardKingdom': 'https://mtgjson.com/links/d6ef3106c1b4f848', 'cardKingdomFoil': 'https://mtgjson.com/links/b4955472693fc3f3', 'cardmarket': 'https://mtgjson.com/links/b7bad0609d7d5e17', 'tcgplayer': 'https://mtgjson.com/links/a730d77bb7b26610'}", "uncommon", "5f9271cc-6525-4a44-af24-915f0ba5afa9", "de20da80-e083-4730-94cd-825191d25635", "cf09b0af-3cf1-4486-8f65-8cfd2410314a", "10E", "None", "None", "None", "15092", "Destroy target green or white creature.", "None", "Sorcery", "Sorcery", "7069fe50-d855-59ea-b445-e8068cda7559", "None", "None" ], [ "87", "Greg Staples", "None", "mtgo,paper", "black", "123221", "122853", "B", "None", "B", "4.0", "None", "104", "None", "None", "None", "The best ideas often come from the worst minds.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}{B}", "16299", "1481", "None", "5e472972-de49-5bf8-b39c-edfdf7851976", "27009", "27008", "129525", "Diabolic Tutor", "135", "None", "Search your library for a card and put that card into your hand. Then shuffle your library.", "Sorcery", "None", "None", "10E,8ED,9ED,CMA,CMD,CN2,KLD,M10,M11,M12,M14,ODY,PHUK,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/01dfd5f99b6cd43f', 'cardKingdomFoil': 'https://mtgjson.com/links/f5111fbc5f30af71', 'cardmarket': 'https://mtgjson.com/links/0628eedacb2ff84b', 'tcgplayer': 'https://mtgjson.com/links/0f30b56da4796089'}", "uncommon", "1fb98f0e-5fa0-497e-9061-85cf0b3a3eff", "127d6193-cb04-4a82-b624-09fbfc40f9dd", "14589b6b-1814-46f9-a364-83cc15dacac2", "10E", "None", "None", "None", "15099", "Search your library for a card and put that card into your hand. Then shuffle your library.", "None", "Sorcery", "Sorcery", "e9435188-40bd-54c7-938f-798459b038ed", "None", "None" ], [ "88", "Michael Sutfin", "None", "mtgo,paper", "black", "123222", "122854", "B", "None", "B", "2.0", "None", "9888", "None", "None", "None", "\"They say the eyes are the windows to the soul. I like to break windows and take what's inside.\"\n—Braids, dementia summoner", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{B}{B}", "16300", "6971", "None", "06174318-8c83-5592-a3f7-af87fb9fbd41", "27658", "27657", "135219", "Distress", "136", "None", "Target player reveals his or her hand. You choose a nonland card from it. That player discards that card.", "Sorcery", "None", "None", "10E,CHK,M12", "None", "{'cardKingdom': 'https://mtgjson.com/links/ef831da6c0104d09', 'cardKingdomFoil': 'https://mtgjson.com/links/fa1339ab168f41b6', 'cardmarket': 'https://mtgjson.com/links/381faa6b586551f7', 'tcgplayer': 'https://mtgjson.com/links/3e8199e0507d2ed6'}", "common", "1ebb7ade-ebbb-49fb-b64f-fa247f9a9af6", "93aed334-9db2-440d-af71-541501410e43", "7bb1b48b-aa6b-4064-9355-c43b0f509388", "10E", "None", "None", "None", "15101", "Target player reveals their hand. You choose a nonland card from it. That player discards that card.", "None", "Sorcery", "Sorcery", "77ce01d6-3609-519e-a0d4-6ad6770c45e4", "None", "None" ], [ "89", "Volkan Baǵa", "None", "mtgo,paper", "black", "123223", "122855", "B", "None", "B", "3.0", "None", "1963", "None", "None", "None", "Many necromancers share the same last words—the ones that conclude the undeath ritual.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}", "16301", "1555", "None", "3fa72363-abad-5583-a2ec-d7ea4b56ca8f", "27155", "27154", "129880", "Doomed Necromancer", "137", "None", "{B}, {T}, Sacrifice Doomed Necromancer: Return target creature card from your graveyard to play.", "Creature - Human Cleric Mercenary", "None", "2", "10E,2XM,AJMP,C19,ONS,WC03", "None", "{'cardKingdom': 'https://mtgjson.com/links/0b525ff6a1cadf38', 'cardKingdomFoil': 'https://mtgjson.com/links/7a7f095c725495ea', 'cardmarket': 'https://mtgjson.com/links/5315f89fe654af0b', 'tcgplayer': 'https://mtgjson.com/links/55f47c8558b060c4'}", "rare", "384ff8ca-068d-4115-9139-df00b63e2912", "efc793dd-4caf-463d-a352-8b3c1757a7f1", "155422a0-a0cd-4399-8ed9-fa68ac2c80a6", "10E", "None", "Human,Cleric,Mercenary", "None", "15102", "{B}, {T}, Sacrifice Doomed Necromancer: Return target creature card from your graveyard to the battlefield.", "2", "Creature — Human Cleric Mercenary", "Creature", "49f64f3e-f0ff-5d4c-a730-5ea919857d82", "None", "None" ], [ "90", "Carl Critchlow", "None", "mtgo,paper", "black", "123224", "122856", "B", "None", "B", "4.0", "None", "18495", "None", "None", "None", "\"As soon as it surfaced, we could all smell it. Its rancid breath reeked of half-digested carrion and its own rotting innards.\"\n—Dafri, Auriok champion", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{3}{B}", "16302", "1624", "None", "13ce84e3-9378-5edc-900b-6d9ee2921bdd", "27203", "27202", "135216", "Dross Crocodile", "138", "None", "None", "Creature - Zombie Crocodile", "None", "5", "10E,5DN", "None", "{'cardKingdom': 'https://mtgjson.com/links/fdc9511c55dc2e2c', 'cardKingdomFoil': 'https://mtgjson.com/links/ec08cc840e069104', 'cardmarket': 'https://mtgjson.com/links/11e84d892ccc6532', 'tcgplayer': 'https://mtgjson.com/links/850f5676b0b254ba'}", "common", "efd5c07e-4ece-4c8b-93c8-6abd7dd3a39a", "1430f7b9-89ff-467c-aa58-a5b46c462fcc", "028fa430-722d-45aa-b415-3f84076091a9", "10E", "None", "Zombie,Crocodile", "None", "15107", "None", "1", "Creature — Zombie Crocodile", "Creature", "fea2ad06-355d-5a9a-822d-66275d89cad9", "None", "None" ], [ "91", "Jim Nelson", "None", "mtgo,paper", "black", "None", "122857", "B", "None", "B", "2.0", "None", "11535", "None", "None", "None", "\"The dead make good soldiers. They can't disobey orders, never surrender, and don't stop fighting when a random body part falls off.\"\n—Nevinyrral, *Necromancer's Handbook*", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{B}", "16303", "1631", "None", "1f36b9a1-09fd-58b1-a942-2d75d48268cd", "27395", "27394", "129529", "Drudge Skeletons", "139", "None", "{B}: Regenerate Drudge Skeletons. (The next time this creature would be destroyed this turn, it isn't. Instead tap it, remove all damage from it, and remove it from combat.)", "Creature - Skeleton", "None", "1", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,DDD,DPA,FBB,GVL,LEA,LEB,M10,PS11,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/3cd1991262597608', 'cardmarket': 'https://mtgjson.com/links/cec05d8542f9e1fd', 'tcgplayer': 'https://mtgjson.com/links/ca549a51c5eb8ce5'}", "uncommon", "01e71542-b9c1-4431-bfef-da629a3edc57", "3e2ce229-eced-4197-9642-9f0c4f83bbc3", "c180ed02-07f4-4538-9bea-8c249234a8e2", "10E", "None", "Skeleton", "None", "15108", "{B}: Regenerate Drudge Skeletons. (The next time this creature would be destroyed this turn, it isn't. Instead tap it, remove all damage from it, and remove it from combat.)", "1", "Creature — Skeleton", "Creature", "2d080e75-7e1b-5f75-9c8f-18d02a4710dd", "d9902515-6292-5a4a-9bde-a7616ad5f0bc", "None" ], [ "92", "Pete Venters", "None", "mtgo,paper", "black", "None", "122858", "B", "None", "B", "3.0", "None", "19614", "None", "None", "None", "Imps are just intelligent enough to have an understanding of cruelty.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{2}{B}", "16304", "1644", "None", "e8c45cf6-70e8-5c2b-9d4b-97a9dcfd21e7", "27123", "27122", "129490", "Dusk Imp", "140", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)", "Creature - Imp", "None", "2", "10E,8ED,DDC,DPA,DVD,ODY,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/fd133c8f8d370b7e', 'cardmarket': 'https://mtgjson.com/links/4b8465a3b6cdbf34', 'tcgplayer': 'https://mtgjson.com/links/8f1593728c100ae8'}", "common", "b7f264f6-832c-42fe-8642-00ee0f009c08", "1c6e0ee5-bccf-4dba-bf53-251f23413865", "1389ae4a-c3a5-4678-9012-937a3cbaf7f7", "10E", "None", "Imp", "None", "15110", "Flying", "1", "Creature — Imp", "Creature", "42022e6f-e123-54a6-84df-ec826b13f5be", "b75509f6-c893-54a7-a51e-757066a0b4da", "None" ], [ "93", "Pete Venters", "None", "mtgo,paper", "black", "123226", "None", "B", "None", "B", "3.0", "None", "19614", "None", "None", "None", "Imps are just intelligent enough to have an understanding of cruelty.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{2}{B}", "16304", "1644", "None", "bf156156-52c4-50fb-9aae-6c8103b12cf9", "None", "None", "None", "Dusk Imp", "140★", "None", "None", "None", "None", "2", "10E,8ED,DDC,DPA,DVD,ODY,PS11", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/1d4e8d9ecb828b2a', 'cardmarket': 'https://mtgjson.com/links/fb9672f02e0ac316', 'tcgplayer': 'https://mtgjson.com/links/0bc4fcd1ae66a1cc'}", "common", "e2bcb6ac-b27f-4da3-9f68-40b3c59cda88", "1c6e0ee5-bccf-4dba-bf53-251f23413865", "1389ae4a-c3a5-4678-9012-937a3cbaf7f7", "10E", "None", "Imp", "None", "15110", "Flying", "1", "Creature — Imp", "Creature", "b75509f6-c893-54a7-a51e-757066a0b4da", "42022e6f-e123-54a6-84df-ec826b13f5be", "None" ], [ "94", "Jim Nelson", "None", "mtgo,paper", "black", "123227", "122859", "B", "None", "B", "5.0", "None", "17471", "None", "None", "None", "\"The elves are right: Death inevitably leads to life. But the truly powerful don't just experience this cycle. They control it.\"\n—Crovax, ascendant evincar", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{4}{B}", "16305", "1866", "None", "4ecc7bcd-e6d7-5df2-8107-dde53faaaa58", "27015", "27014", "135191", "Essence Drain", "141", "None", "Essence Drain deals 3 damage to target creature or player and you gain 3 life.", "Sorcery", "None", "None", "10E,DPA,DST,M13,PS11", "None", "{'cardKingdom': 'https://mtgjson.com/links/3587ad9995808f39', 'cardKingdomFoil': 'https://mtgjson.com/links/22bfa8a911d83588', 'cardmarket': 'https://mtgjson.com/links/cb7790bb302666e1', 'tcgplayer': 'https://mtgjson.com/links/4a2cff0fd422013b'}", "common", "8af61c18-a7ac-42c8-a942-d2f546c1ef57", "1fb952b6-5928-4892-a5ef-c06411c66c17", "4bf5402f-7bba-4c0c-aebd-1b231768f2b2", "10E", "None", "None", "None", "15117", "Essence Drain deals 3 damage to any target and you gain 3 life.", "None", "Sorcery", "Sorcery", "d38298f2-29e8-57b0-b978-140aa2171cce", "None", "None" ], [ "95", "Adam Rex", "None", "mtgo,paper", "black", "None", "122860", "B", "None", "B", "2.0", "None", "9891", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Enchant", "normal", "None", "None", "None", "{B}{B}", "16306", "1979", "None", "0b4c8e89-ad23-5d72-9e93-769dd0bff7b9", "27397", "27396", "129544", "Fear", "142", "None", "Enchant creature (Target a creature as you play this. This card comes into play attached to that creature.)\nEnchanted creature has fear. (It can't be blocked except by artifact creatures and/or black creatures.)", "Enchantment - Aura", "None", "None", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,CED,CEI,FBB,ICE,LEA,LEB,SUM", "None", "{'cardKingdom': 'https://mtgjson.com/links/d9042143635015b5', 'cardmarket': 'https://mtgjson.com/links/7f6fe90bf88cb5de', 'tcgplayer': 'https://mtgjson.com/links/5bc67189c3ef7b2c'}", "common", "d8fa57eb-e307-4104-a291-c6cbfa235816", "2c079c5c-4f68-4a66-93ac-aabbf1ac4056", "355bbe9b-59bf-470f-8600-410af4c7fe18", "10E", "None", "Aura", "None", "15120", "Enchant creature (Target a creature as you cast this. This card enters the battlefield attached to that creature.)\nEnchanted creature has fear. (It can't be blocked except by artifact creatures and/or black creatures.)", "None", "Enchantment — Aura", "Enchantment", "b159e707-915c-5940-bd70-7f0416cc8def", "f49300ef-efa0-5b82-ace3-f2f06795fbd5", "None" ], [ "96", "Brom", "None", "mtgo,paper", "black", "123235", "122867", "B", "None", "B", "3.0", "None", "17494", "None", "None", "None", "If the presence of evil were obvious, it wouldn't be nearly as dangerous.", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{1}{B}{B}", "16313", "2684", "None", "a6c32f6f-5274-542c-ba0a-0f527a1af8b2", "27227", "27226", "135234", "Hidden Horror", "149", "None", "When Hidden Horror comes into play, sacrifice it unless you discard a creature card.", "Creature - Horror", "None", "4", "10E,6ED,P02,PD3,PS11,WTH", "None", "{'cardKingdom': 'https://mtgjson.com/links/bd0a404582b04f47', 'cardKingdomFoil': 'https://mtgjson.com/links/3b556aa5467540e5', 'cardmarket': 'https://mtgjson.com/links/e265cff137834a72', 'tcgplayer': 'https://mtgjson.com/links/9b124ef3ad9e333f'}", "uncommon", "f4ac9d57-a724-4ad1-b6a7-805381c21bb3", "0745f883-0278-47d0-8bf8-797f50c38f93", "db7c5a2f-9aea-4b14-86cf-7af79d6484af", "10E", "None", "Horror", "None", "15159", "When Hidden Horror enters the battlefield, sacrifice it unless you discard a creature card.", "4", "Creature — Horror", "Creature", "6d030b32-0534-55c9-9c40-00bb59d4e164", "None", "None" ], [ "97", "Carl Critchlow", "None", "mtgo,paper", "black", "123248", "122880", "B", "None", "B", "3.0", "None", "5158", "None", "None", "None", "The soul sheds light, and death is its shadow. When the light dims, life and death embrace.\n—Nantuko teaching", "None", "2003", "None", "0", "0", "1", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "None", "normal", "None", "None", "None", "{2}{B}", "16326", "3823", "None", "3b8a6778-9656-50ef-aa10-9302a6abfe82", "27519", "27518", "129653", "Nantuko Husk", "162", "None", "Sacrifice a creature: Nantuko Husk gets +2/+2 until end of turn.", "Creature - Zombie Insect", "None", "2", "10E,9ED,CMD,MB1,ONS,ORI,PSAL", "None", "{'cardKingdom': 'https://mtgjson.com/links/de637f0b41573bdf', 'cardKingdomFoil': 'https://mtgjson.com/links/4d051216ec7bda5f', 'cardmarket': 'https://mtgjson.com/links/c8a8a7f2ba8edd6f', 'tcgplayer': 'https://mtgjson.com/links/5a37e913d2a2f83a'}", "uncommon", "7a8f8f83-65bb-4da3-8263-e58162ebb24b", "416d5380-e99a-47c9-9ca8-e7af246eea15", "0dcefc00-9425-43e3-bd47-1e34fff8b0e2", "10E", "None", "Zombie,Insect", "None", "15229", "Sacrifice a creature: Nantuko Husk gets +2/+2 until end of turn.", "2", "Creature — Zombie Insect", "Creature", "60122d6f-448b-5df8-ac2a-8f5a1e841278", "None", "None" ], [ "98", "Christopher Moeller", "None", "mtgo,paper", "black", "None", "122881", "B", "None", "B", "4.0", "None", "4366", "None", "None", "None", "None", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike", "normal", "None", "None", "None", "{2}{B}{B}", "16327", "3868", "None", "d6b5b9cf-ec4a-5a23-9648-acf3fde200ca", "27055", "27054", "129658", "Nekrataal", "163", "None", "First strike (This creature deals combat damage before creatures without first strike.)\nWhen Nekrataal comes into play, destroy target nonartifact, nonblack creature. That creature can't be regenerated.", "Creature - Human Assassin", "None", "2", "10E,8ED,9ED,BRB,C14,DDM,EMA,VIS,WC97,WC98", "None", "{'cardKingdom': 'https://mtgjson.com/links/4360c47d61d07d85', 'cardmarket': 'https://mtgjson.com/links/c9a35fde2df5e0ab', 'tcgplayer': 'https://mtgjson.com/links/7b3f6918b5039e95'}", "uncommon", "fca42df8-a9a2-4391-8dec-7097f788c250", "a3d7f83c-9b41-4089-9c3d-02fb1f116e23", "d40adf5d-5edf-48a0-98f3-fcdbf1b5f25c", "10E", "None", "Human,Assassin", "None", "15232", "First strike\nWhen Nekrataal enters the battlefield, destroy target nonartifact, nonblack creature. That creature can't be regenerated.", "1", "Creature — Human Assassin", "Creature", "f560811b-3c5d-5929-8b17-e9ae8730cec1", "37f0071d-09b9-5fdc-a5de-52061a01cb64", "None" ], [ "99", "Christopher Moeller", "None", "mtgo,paper", "black", "123249", "None", "B", "None", "B", "4.0", "None", "4366", "None", "None", "None", "His victims don't have time to feel despair.", "None", "2003", "None", "0", "0", "1", "0", "1", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "First strike", "normal", "None", "None", "None", "{2}{B}{B}", "16327", "3868", "None", "3f8fb9f4-cfc3-5423-ba95-2e1c6d672bf8", "None", "None", "None", "Nekrataal", "163★", "None", "None", "None", "None", "2", "10E,8ED,9ED,BRB,C14,DDM,EMA,VIS,WC97,WC98", "None", "{'cardKingdomFoil': 'https://mtgjson.com/links/32e81e3a8a88145c', 'cardmarket': 'https://mtgjson.com/links/98c1b4d44e366615', 'tcgplayer': 'https://mtgjson.com/links/ad5666eed38bbf83'}", "uncommon", "d24721dc-7473-4a7b-b42e-8ddcf027c7e2", "a3d7f83c-9b41-4089-9c3d-02fb1f116e23", "d40adf5d-5edf-48a0-98f3-fcdbf1b5f25c", "10E", "None", "Human,Assassin", "None", "15232", "First strike\nWhen Nekrataal enters the battlefield, destroy target nonartifact, nonblack creature. That creature can't be regenerated.", "1", "Creature — Human Assassin", "Creature", "37f0071d-09b9-5fdc-a5de-52061a01cb64", "f560811b-3c5d-5929-8b17-e9ae8730cec1", "None" ], [ "100", "Carl Critchlow", "None", "mtgo,paper", "black", "None", "122882", "B", "None", "B", "6.0", "None", "7393", "None", "None", "None", "The thunder of its hooves beats dreams into despair.", "None", "2003", "None", "0", "0", "0", "1", "0", "0", "0", "0", "0", "1", "0", "0", "0", "0", "0", "Flying", "normal", "None", "None", "None", "{5}{B}", "16328", "3890", "None", "d8868c30-a499-57a7-8d2f-47ec992437cd", "27415", "27414", "129659", "Nightmare", "164", "None", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nNightmare's power and toughness are each equal to the number of Swamps you control.", "Creature - Nightmare", "None", "*", "10E,2ED,3ED,4BB,4ED,5ED,6ED,7ED,8ED,9ED,ANB,CED,CEI,FBB,LEA,LEB,M10,M14,M15,ORI,SUM,W16,W17", "None", "{'cardKingdom': 'https://mtgjson.com/links/e97e63c30b44ba42', 'cardmarket': 'https://mtgjson.com/links/724e85abb9b98bcd', 'tcgplayer': 'https://mtgjson.com/links/818c85e9cd2fddad'}", "rare", "88111e2b-84ff-48bf-9a64-b4e9022b6dae", "6538481a-d39d-4a46-9e15-65e0132e43f0", "375932e6-1b3e-48dc-8154-9b664c3add34", "10E", "None", "Nightmare,Horse", "None", "15233", "Flying (This creature can't be blocked except by creatures with flying or reach.)\nNightmare's power and toughness are each equal to the number of Swamps you control.", "*", "Creature — Nightmare Horse", "Creature", "5bd291f0-560a-5046-bd07-a91bd3004f2d", "d6fff2c5-c356-543e-9708-3a25de95244a", "None" ] ]
cards
card_games
{ "column_descriptions": [ "nan", "The name of the artist that illustrated the card art.", "The ASCII(opens new window) (Basic/128) code formatted card name with no special unicode characters.", "A list of the card's available printing types.", "The color of the card border.", "card Kingdom Foil Id", "card Kingdom Id", "A list of all the colors found in manaCost, colorIndicator, and text", "A list of all the colors in the color indicator (The symbol prefixed to a card's types).", "A list of all the colors in manaCost and colorIndicator.", "The converted mana cost of the card. Use the manaValue property.", "The indicator for which duel deck the card is in.", "The card rank on EDHRec", "The converted mana cost or mana value for the face for either half or part of the card.", "The name on the face of the card.", "The promotional card name printed above the true card name on special cards that has no game function.", "The italicized text found below the rules text that has no game function.", "The visual frame effects.", "The version of the card frame style.", "The starting maximum hand size total modifier.", "If the card allows a value other than 4 copies in a deck.", "If the card marked by Wizards of the Coast (opens new window) for having sensitive content. See this official article (opens new window) for more information.", "If the card can be found in foil", "If the card can be found in non-foil", "If the card is an alternate variation to an original printing", "If the card has full artwork.", "If the card is only available in online game variations.", "If the card is oversized.", "If the card is a promotional printing.", "If the card has been reprinted.", "If the card is on the Magic: The Gathering Reserved List (opens new window)", "If the card is found in a starter deck such as Planeswalker/Brawl decks.", "If the card is a Story Spotlight card.", "If the card does not have a text box.", "If the card is time shifted", "A list of keywords found on the card.", "The type of card layout. For a token card, this will be \"token\"", "A list of formats the card is legal to be a commander in", "The starting life total modifier. A plus or minus character precedes an integer.", "The starting loyalty value of the card.", "The mana cost of the card wrapped in brackets for each value.", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "The name of the card.", "The number of the card", "original Release Date", "original Text", "original Type", "other Face Ids", "The power of the card.", "A list of set printing codes the card was printed in, formatted in uppercase.", "A list of promotional types for a card.", "Links that navigate to websites where the card can be purchased.", "The card printing rarity.", "nan", "nan", "nan", "The set printing code that the card is from.", "The identifier of the card side.", "A list of card subtypes found after em-dash.", "A list of card supertypes found before em-dash.", "nan", "The rules text of the card.", "The toughness of the card.", "The type of the card as visible, including any supertypes and subtypes.", "A list of all card types of the card, including Un‑sets and gameplay variants.", "The universal unique identifier (v5) generated by MTGJSON. Each entry is unique.", "nan", "The name of the watermark on the card." ], "column_names_cleaned": [ "unique id number identifying the cards", "artist", "ascii Name", "availability", "border Color", "card Kingdom Foil Id", "card Kingdom Id", "color Identity", "color Indicator", "colors", "converted Mana Cost", "duel Deck", "rec Rank in edh", "face Converted Mana Cost", "face Name", "flavor Name", "flavor Text", "frame Effects", "frame Version", "hand", "has Alternative Deck Limit", "has Content Warning", "has Foil", "has Non Foil", "is Alternative", "is Full Art", "is Online Only", "is Oversized", "is Promotion", "is Reprint", "is Reserved", "is Starter", "is Story Spotlight", "is Text less", "is Time shifted", "keywords", "layout", "leadership Skills", "life", "loyalty", "mana Cost", "mcmId", "mcmMetaId", "mtgArenaId", "mtgjsonV4Id", "mtgoFoilId", "mtgoId", "multiverseId", "name", "number", "originalReleaseDate", "originalText", "originalType", "otherFaceIds", "power", "printings", "promo Types", "purchase Urls", "rarity", "scryfallId", "scryfallIllustrationId", "scryfallOracleId", "Set Code", "side", "subtypes", "super types", "tcg player ProductId", "text", "toughness", "type", "types", "uuid", "variations", "watermark" ], "column_types": [ "integer", "text", "text", "text", "text", "text", "text", "text", "text", "text", "real", "text", "integer", "real", "text", "text", "text", "text", "text", "text", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "flavorText", "language", "multiverseid", "name", "text", "type", "uuid" ], [ "1", "„Es ist der Wille aller, und meine Hand, die ihn ausführt.\"", "German", "148411", "Ausgewählter der Ahnfrau", "Erstschlag (Diese Kreatur fügt Kampfschaden vor Kreaturen ohne Erstschlag zu.)\nWenn der Ausgewählte der Ahnfrau ins Spiel kommt, erhältst du 1 Lebenspunkt für jede Karte in deinem Friedhof dazu.", "Kreatur — Mensch, Kleriker", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "2", "\"La voluntad de todos, realizada por mi mano.\"", "Spanish", "150317", "Elegido de la Antepasada", "Daña primero. (Esta criatura hace daño de combate antes que las criaturas sin la habilidad de dañar primero.)\nCuando el Elegido de la Antepasada entre en juego, ganas 1 vida por cada carta en tu cementerio.", "Criatura — Clérigo humano", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "3", "« La volonté de tous passe par ma main. »", "French", "149934", "Élu de l'Ancêtre", "Initiative (Cette créature inflige des blessures de combat avant les créatures sans l'initiative.)\nQuand l'Élu de l'Ancêtre arrive en jeu, vous gagnez 1 point de vie pour chaque carte dans votre cimetière.", "Créature : humain et clerc", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "4", "\"La volontà di tutti, eseguita per mano mia.\"", "Italian", "148794", "Prescelto dell'Antenata", "Attacco improvviso (Questa creatura infligge danno da combattimento prima delle creature senza attacco improvviso.)\nQuando il Prescelto dell'Antenata entra in gioco, guadagni 1 punto vita per ogni carta nel tuo cimitero.", "Creatura — Chierico Umano", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "5", "すべての意思を、この手で成そう。", "Japanese", "148028", "祖神に選ばれし者", "先制攻撃 （このクリーチャーは先制攻撃を持たないクリーチャーよりも先に戦闘ダメージを与える。）\n祖神に選ばれし者が場に出たとき、あなたはあなたの墓地にあるカード１枚につき１点のライフを得る。", "クリーチャー — 人間・クレリック", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "6", "\"A vontade de todos pelas minhas mãos realizada.\"", "Portuguese (Brazil)", "149551", "Eleito da Ancestral", "Iniciativa (Esta criatura causa dano de combate antes de criaturas sem a habilidade de iniciativa.)\nQuando Eleito da Ancestral entra em jogo, você ganha 1 ponto de vida para cada card em seu cemitério.", "Criatura — Humano Clérigo", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "7", "\"Общая воля моей рукой вершится\".", "Russian", "149168", "Избранник Прародителя", "Первый удар (Это существо наносит боевые повреждения раньше существ без Первого удара.)\nКогда Избранник Прародителя входит в игру, вы получаете 1 жизнь за каждую карту на вашем кладбище.", "Существо — Человек Священник", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "8", "「众生所愿，吾手所圆。」", "Chinese Simplified", "147645", "祖灵的爱民", "先攻（此生物会比不具先攻异能的生物提前造成战斗伤害。）\n当祖灵的爱民进场时，你坟墓场中每有一张牌，你便获得1点生命。", "生物～人类／僧侣", "5f8287b1-5bb6-5f4c-ad17-316a40d5bb0c" ], [ "9", "Jede ihrer Tränen ist ein Tropfen Unsterblichkeit.", "German", "148412", "Engel der Gnade", "Fliegend (Diese Kreatur kann außer von fliegenden Kreaturen und Kreaturen mit Reichweite nicht geblockt werden.)\nWenn der Engel der Gnade ins Spiel kommt, erhältst du 3 Lebenspunkte dazu.", "Kreatur — Engel", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "10", "Cada lágrima derramada es una gota de inmortalidad.", "Spanish", "150318", "Ángel de piedad", "Vuela. (Esta criatura no puede ser bloqueada excepto por criaturas que tengan la habilidad de volar o alcance.)\nCuando el Ángel de piedad entre en juego, gana 3 vidas.", "Criatura — Ángel", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "11", "Chaque larme versée est une goutte d'immortalité.", "French", "149935", "Ange de miséricorde", "Vol (Cette créature ne peut être bloquée que par des créatures avec le vol ou la portée.)\nQuand l'Ange de miséricorde arrive en jeu, vous gagnez 3 points de vie.", "Créature : ange", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "12", "Ogni lacrima versata è una goccia d'immortalità.", "Italian", "148795", "Angelo della Misericordia", "Volare (Questa creatura non può essere bloccata tranne che da creature con volare o raggiungere.)\nQuando l'Angelo della Misericordia entra in gioco, guadagni 3 punti vita.", "Creatura — Angelo", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "13", "流す涙は不死の滴。", "Japanese", "148029", "慈悲の天使", "飛行 （このクリーチャーは飛行や到達を持たないクリーチャーによってブロックされない。）\n慈悲の天使が場に出たとき、あなたは３点のライフを得る。", "クリーチャー — 天使", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "14", "Cada lágrima derramada é uma gota de imortalidade.", "Portuguese (Brazil)", "149552", "Anjo de Misericórdia", "Voar (Esta criatura só pode ser bloqueada por criaturas com a habilidade de voar ou alcance.)\nQuando Anjo de Misericórdia entra em jogo, você ganha 3 pontos de vida.", "Criatura — Anjo", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "15", "Каждая пролитая слеза это капля бессмертия.", "Russian", "149169", "Ангел Милосердия", "Полет (Это существо может быть заблокировано только существом с Полетом или Захватом.)\nКогда Ангел Милосердия входит в игру, вы получаете 3 жизни.", "Существо — Ангел", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "16", "每颗泪珠都是一滴不朽。", "Chinese Simplified", "147646", "慈悲天使", "飞行（只有具飞行或延势异能的生物才能阻挡它。）\n当慈悲天使进场时，你获得3点生命。", "生物～天使", "57aaebc1-850c-503d-9f6e-bb8d00d8bf7c" ], [ "17", "„Als es zur Neuverteilung kam, bat der Adler darum, Mensch werden zu dürfen. Die Ahnfrau gewährte das Gebet zur Hälfte.\" —Nomadenlegende", "German", "148424", "Avior-Wolkenjäger", "Fliegend (Diese Kreatur kann außer von fliegenden Kreaturen und Kreaturen mit Reichweite nicht geblockt werden.)\nWenn der Avior-Wolkenjäger ins Spiel kommt, zerstöre eine Verzauberung deiner Wahl.", "Kreatur — Vogel, Soldat", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "18", "\"En la Nueva Repartición, Águila suplicó ser humano. La Antepasada le concedió la mitad de esa súplica.\" —Mito nómada", "Spanish", "150323", "Cazanubes aven", "Vuela. (Esta criatura no puede ser bloqueada excepto por criaturas que tengan la habilidad de volar o alcance.)\nCuando el Cazanubes aven entre en juego, destruye el encantamiento objetivo.", "Criatura — Soldado ave", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "19", "« Lors de la Grande Réattribution, les aigles demandèrent à devenir humains. L'Ancêtre exauça cette prière à moitié. » —Mythe des nomades", "French", "149940", "Avemain chasse-nuage", "Vol (Cette créature ne peut être bloquée que par des créatures avec le vol ou la portée.)\nQuand l'Avemain chasse-nuage arrive en jeu, détruisez l'enchantement ciblé.", "Créature : oiseau et soldat", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "20", "\"Durante la Ridistribuzione, le Aquile chiesero di diventare umane. Gli Antenati esaudirono solo in parte la loro preghiera.\" —Mito nomade", "Italian", "148807", "Caccianubi Aviano", "Volare (Questa creatura non può essere bloccata tranne che da creature con volare o raggiungere.)\nQuando il Caccianubi Aviano entra in gioco, distruggi un incantesimo bersaglio.", "Creatura — Uccello Soldato", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "21", "祖神が改めて生き物の数を決めたとき、鷲は人間になりたいと希望した。 祖神はその祈りを半分だけかなえてやった。 ――遊牧の民の神話", "Japanese", "148041", "雲を追うエイヴン", "飛行 （このクリーチャーは飛行や到達を持たないクリーチャーによってブロックされない。）\n雲を追うエイヴンが場に出たとき、エンチャント１つを対象とし、それを破壊する。", "クリーチャー — 鳥・兵士", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "22", "\"Na nova Repartição, as Águias imploraram para ser humanas. A Ancestral concedeu metade daquela súplica.\" — Mito dos nômades", "Portuguese (Brazil)", "149557", "Caça-Nuvens Aviano", "Voar (Esta criatura só pode ser bloqueada por criaturas com a habilidade de voar ou alcance.)\nQuando Caça-Nuvens Aviano entrar em jogo, destrua o encantamento alvo.", "Criatura — Ave Soldado", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "23", "\"На Великом распределении Орел умолял о том, чтобы стать человеком. Но Прародитель пожаловал лишь половину испрошенного\". — Миф кочевников", "Russian", "149174", "Загонщик Облаков", "Полет (Это существо может быть заблокировано только существом с Полетом или Захватом.)\nКогда Загонщик Облаков входит в игру, уничтожьте целевые чары.", "Существо — Птица Солдат", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "24", "「在分判日时，老鹰乞求成为人类。 圣祖灵仅允诺了半份祈愿。」 ～游牧人神话", "Chinese Simplified", "147658", "艾文逐云战士", "飞行（只有具飞行或延势异能的生物才能阻挡它。）\n当艾文逐云战士进场时，消灭目标结界。", "生物～鸟／士兵", "8ac972b5-9f6e-5cc8-91c3-b9a40a98232e" ], [ "25", "Das perfekte Gegenmittel zu einer dichten Formation.", "German", "148427", "Ballistaeinheit", "{X}{W}, {T}: Die Ballistaeinheit fügt einer angreifenden oder blockenden Kreatur deiner Wahl X Schadenspunkte zu.", "Kreatur — Mensch, Rebell", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "26", "Es el antídoto perfecto para una formación apretada.", "Spanish", "150324", "Escuadra de ballesta", "{X}{W}, {T}: La Escuadra de ballesta hace X puntos de daño a la criatura atacante o bloqueadora objetivo.", "Criatura — Rebelde humano", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "27", "L'antidote parfait à la formation serrée.", "French", "149941", "Escouade de balistes", "{X}{W}, {T} : L'Escouade de balistes inflige X blessures à la créature attaquante ou bloqueuse ciblée.", "Créature : humain et rebelle", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "28", "L'antidoto perfetto per una formazione estremamente compatta.", "Italian", "148810", "Unità Balista", "{X}{W}, {T}: L'Unità Balista infligge X danni a una creatura attaccante o bloccante bersaglio.", "Creatura — Ribelle Umano", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "29", "密集した隊形のための完璧な対策だ。", "Japanese", "148044", "バリスタ班", "{X}{W}, {T}：攻撃かブロックしているクリーチャー１体を対象とする。バリスタ班はそれにＸ点のダメージを与える。", "クリーチャー — 人間・レベル", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "30", "O antídoto perfeito contra as formações muito cerradas.", "Portuguese (Brazil)", "149558", "Esquadrão de Balista", "{X}{W}, {T}: Esquadrão de Balista causa X pontos de dano à criatura alvo atacante ou bloqueadora.", "Criatura — Humano Rebelde", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "31", "Прекрасное средство против сплоченных отрядов.", "Russian", "149175", "Баллиста", "{X}{W}, {T}: Баллиста наносит X повреждений целевому атакующему или блокирующему существу.", "Существо — Человек Повстанец", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "32", "对付坚实紧密的阵型之良方。", "Chinese Simplified", "147661", "巨弩小队", "{X}{W}，{T}：巨弩小队对目标进行攻击或阻挡的生物造成X点伤害。", "生物～人类／反抗军", "a69b404f-144a-5317-b10e-7d9dce135b24" ], [ "33", "Das Leben wird in Spannen gemessen. Für einen Heiler ist jede dieser Spannen wertvoll.", "German", "148428", "Verband", "Verhindere den nächsten 1 Schadenspunkt, der in diesem Zug einer Kreatur oder einem Spieler deiner Wahl zugefügt würde.\nZiehe eine Karte.", "Spontanzauber", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "34", "La vida se mide en centímetros. Para un sanador, cada uno de esos centímetros es precioso.", "Spanish", "150325", "Vendaje", "Prevén el siguiente 1 punto de daño que se le fuera a hacer a la criatura o jugador objetivo este turno.\nRoba una carta.", "Instantáneo", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "35", "La vie se mesure en centimètres. Pour le guérisseur, chacun d'eux est précieux.", "French", "149942", "Bandage", "Prévenez, ce tour-ci, la prochaine 1 blessure qui devrait être infligée à une cible, créature ou joueur.\nPiochez une carte.", "Éphémère", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "36", "La vita è una questione di centimetri. Per un guaritore, ogni centimetro è prezioso.", "Italian", "148811", "Fasciatura", "Previeni il prossimo punto danno che verrebbe inflitto a una creatura o a un giocatore bersaglio in questo turno.\nPesca una carta.", "Istantaneo", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "37", "命にとっては、一寸先は闇だ。 癒し手にとっては、その一寸が貴重なのだ。", "Japanese", "148045", "目かくし", "クリーチャー１体かプレイヤー１人を対象とする。このターン、次にそれに与えられるダメージを１点軽減する。\nカードを１枚引く。", "インスタント", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "38", "A vida é medida em centímetros. Para um curandeiro, cada um desses centímetros é precioso.", "Portuguese (Brazil)", "149559", "Atadura", "Previna o próximo 1 ponto de dano que seria causado à criatura ou ao jogador alvo neste turno.\nCompre um card.", "Mágica Instantânea", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "39", "Жизнь измеряется пядями. Настоящий целитель дорожит каждой из них.", "Russian", "149176", "Повязка", "Предотвратите следующее 1 повреждение, которое будет нанесено целевому существу или игроку в этом ходу.\nВозьмите карту.", "Мгновенное заклинание", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "40", "生命由许多小部分组成。 对医者而言，这每个小部分都珍贵无比。", "Chinese Simplified", "147662", "包扎", "于本回合中，防止接下来将对目标生物或牌手造成的1点伤害。\n抓一张牌。", "瞬间", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "41", "Die Höhle füllt sich mit Licht. Tausend Strahlen leuchten hinein und verschmelzen miteinander.", "German", "148431", "Leitstern der Unsterblichkeit", "Verdopple die Lebenspunkte eines Spielers deiner Wahl. Mische den Leitstern der Unsterblichkeit in die Bibliothek seines Besitzers.", "Spontanzauber", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "42", "La cueva está inundada de luz. Miles de rayos brillan de ella y se funden en uno.", "Spanish", "150326", "Faro de inmortalidad", "Duplica el total de vidas del jugador objetivo. Baraja el Faro de inmortalidad en la biblioteca de su propietario.", "Instantáneo", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "43", "La caverne est baignée de lumière. Mille rayons convergent pour n'en plus former qu'un.", "French", "149943", "Flambeau de l'Immortalité", "Doublez le total de points de vie du joueur ciblé. Mélangez le Flambeau de l'Immortalité dans la bibliothèque de son propriétaire.", "Éphémère", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "44", "La caverna è inondata di luce. Migliaia di raggi balenano nel buio e si fondono in un unico sprazzo.", "Italian", "148814", "Faro dell'Immortalità", "Raddoppia i punti vita di un giocatore bersaglio. Rimescola il Faro dell'Immortalità nel grimorio del suo proprietario.", "Istantaneo", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "45", "洞穴は光に満ちている。 幾千もの光が注ぎだし、そして一つにと溶け合うのだ。", "Japanese", "148048", "不死の標", "プレイヤー１人を対象とし、そのプレイヤーのライフの総量を２倍にする。 不死の標をオーナーのライブラリーに加えて切り直す。", "インスタント", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "46", "A caverna se inunda de luz. Milhares de raios reluzem e se combinam em um.", "Portuguese (Brazil)", "149560", "Guia da Imortalidade", "Duplique o total de pontos de vida do jogador alvo. Embaralhe Guia da Imortalidade no grimório de seu dono.", "Mágica Instantânea", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "47", "Свет наполняет пещеру. Тысяча лучей, вспыхивая, сливается в один.", "Russian", "149177", "Маяк Бессмертия", "Удвойте количество жизни целевого игрока. Втасуйте Маяк Бессмертия в библиотеку его владельца.", "Мгновенное заклинание", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "48", "洞窟内光华满溢；万道白芒激射而出，终尔融聚为一。", "Chinese Simplified", "147665", "永生信标", "将目标牌手的总生命加倍。 将永生信标洗入其拥有者的牌库。", "瞬间", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "49", "„Wir nannten sie ‚Gepanzerte Blitze'\" —Gerrard von der Wetterlicht", "German", "148433", "Benalischer Ritter", "Aufblitzen (Du kannst diesen Zauberspruch zu jedem Zeitpunkt spielen, zu dem du einen Spontanzauber spielen könntest.)\nErstschlag (Diese Kreatur fügt Kampfschaden vor Kreaturen ohne Erstschlag zu.)", "Kreatur — Mensch, Ritter", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "50", "\"Los llamábamos 'relámpagos blindados'.\" —Gerrard del Vientoligero", "Spanish", "150327", "Caballero benalita", "Destello. (Puedes jugar este hechizo en cualquier momento en que pudieras jugar un instantáneo.)\nDaña primero. (Esta criatura hace daño de combate antes que las criaturas sin la habilidad de dañar primero.)", "Criatura — Caballero humano", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "51", "« Nous les appelions 'les foudres de guerre'. » —Gerrard de l'Aquilon", "French", "149944", "Chevalier bénalian", "Flash (Vous pouvez jouer ce sort à tout moment où vous pourriez jouer un éphémère.)\nInitiative (Cette créature inflige des blessures de combat avant les créatures sans l'initiative.)", "Créature : humain et chevalier", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "52", "\"Li chiamavamo 'fulmini corazzati'.\" —Gerrard della Cavalcavento", "Italian", "148816", "Cavaliere di Benalia", "Lampo (Puoi giocare questa magia in ogni momento in cui potresti giocare un istantaneo.)\nAttacco improvviso (Questa creatura infligge danno da combattimento prima delle creature senza attacco improvviso.)", "Creatura — Cavaliere Umano", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "53", "「鎧を着た稲妻」って呼ばれてるよ。 ――ウェザーライト号のジェラード", "Japanese", "148050", "ベナリアの騎士", "瞬速 （あなたはこの呪文を、あなたがインスタントをプレイできるときならいつでもプレイしてよい。）\n先制攻撃 （このクリーチャーは先制攻撃を持たないクリーチャーよりも先に戦闘ダメージを与える。）", "クリーチャー — 人間・騎士", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "54", "\"Nós os chamávamos de 'relâmpago de armadura'.\" — Gerrard do Bons Ventos", "Portuguese (Brazil)", "149561", "Cavaleiro de Benália", "Lampejo (Você poderá jogar esta mágica a qualquer momento em que puder jogar uma mágica instantânea.)\nIniciativa (Esta criatura causa dano de combate antes de criaturas sem a habilidade de iniciativa.)", "Criatura — Humano Cavaleiro", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "55", "\"Мы звали их \"молнии в доспехах\"\". — Джерард с Везерлайта", "Russian", "149178", "Беналийский Рыцарь", "Миг (Вы можете разыграть это заклинание при любой возможности разыгрывать мгновенные заклинания.)\nПервый удар (Это существо наносит боевые повреждения раньше существ без Первого удара.)", "Существо — Человек Рыцарь", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "56", "「我们称之为『武装的闪电』。」 ～晴空号的杰拉尔德", "Chinese Simplified", "147667", "宾纳里亚骑士", "闪现（你可以于你能够使用瞬间的时机下使用此咒语。）\n先攻（此生物会比不具先攻异能的生物提前造成战斗伤害。）", "生物～人类／骑士", "62365fbb-af07-5c2a-976d-e3092bdfc317" ], [ "57", "„Merkadias Masken können die Wahrheit nicht länger verbergen. Unsere Stunde ist endlich gekommen.\"", "German", "148449", "Cho-Manno", "Verhindere allen Schaden, der Cho-Manno zugefügt würde.", "Legendäre Kreatur — Mensch, Rebell", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "58", "\"Las máscaras de Mercadia no pueden seguir ocultando la verdad. Al fin ha llegado nuestro día.\"", "Spanish", "150328", "Cho-Manno, revolucionario", "Prevén todo el daño que fuera a ser hecho a Cho-Manno, revolucionario.", "Criatura legendaria — Rebelde humano", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "59", "« Les masques de Mercadia sont tombés. Notre jour est enfin arrivé. »", "French", "149945", "Cho-Manno, révolutionnaire", "Prévenez toutes les blessures qui devraient être infligées à Cho-Manno, révolutionnaire.", "Créature légendaire : humain et rebelle", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "60", "\"Le maschere di Mercadia non possono più nascondere la verità. Il nostro giorno è infine arrivato.\"", "Italian", "148832", "Cho-Manno, Rivoluzionario", "Previeni tutto il danno che verrebbe inflitto a Cho-Manno, Rivoluzionario.", "Creatura Leggendaria — Ribelle Umano", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "61", "もはやメルカディアの仮面が真実を覆い隠すことはできぬ。 ついに我らの時代がやってきたのだ。", "Japanese", "148066", "革命家チョー＝マノ", "革命家チョー＝マノに与えられるすべてのダメージを軽減し、０にする。", "伝説のクリーチャー — 人間・レベル", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "62", "\"As máscaras de Mercádia não podem mais esconder a verdade. Nosso dia finalmente chegou.\"", "Portuguese (Brazil)", "149562", "Cho-Manno, Revolucionário", "Previna todo o dano que seria causado a Cho-Manno, Revolucionário.", "Criatura Lendária — Humano Rebelde", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "63", "\"Маски Меркадии больше не могут скрывать правду. Наконец наш день пришел\".", "Russian", "149179", "Чо-Манно, Революционер", "Предотвратите все повреждения, которые будут нанесены Чо-Манно, Революционеру.", "Легендарное Существо — Человек Повстанец", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "64", "「玛凯迪亚之假面将再也掩藏不住事实。 我们的时代终于来临了。」", "Chinese Simplified", "147683", "革命家柯·曼诺", "防止将对革命家柯·曼诺造成的所有伤害。", "传奇生物～人类／反抗军", "81daea6a-2735-5a46-a2da-b65a2ad5738f" ], [ "65", "„Es besteht kein Zweifel, dass die Schiedsmänner dich einsperren würden, nachdem alle Dokumente unterzeichnet sind. Aber mir geht es um Gerechtigkeit, und zwar jetzt\" —Alovnek, Boros-Gildenmagier", "German", "148460", "Verdammen", "Lege eine angreifende Kreatur deiner Wahl unter die Bibliothek ihres Besitzers. Ihr Beherrscher erhält Lebenspunkte in Höhe ihrer Widerstandskraft dazu.", "Spontanzauber", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "66", "\"Sin duda los árbitros te encerrarían, después de que se firmasen todos los documentos. Pero yo tendré justicia ¡ahora\" —Alóvnek, mago del Gremio Boros", "Spanish", "150329", "Condenar", "Pon la criatura atacante objetivo en el fondo de la biblioteca de su propietario. Su controlador gana vida igual a su resistencia.", "Instantáneo", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "67", "« Les Arbitres vous mettront sûrement en prison une fois que tous les documents seront signés. Mais je veux que justice soit faite sur le champ. » —Alovnek, ghildmage de Boros", "French", "149946", "Condamnation", "Mettez la créature attaquante ciblée au-dessous de la bibliothèque de son propriétaire. Son contrôleur gagne un nombre de points de vie égal à son endurance.", "Éphémère", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "68", "\"Non ho dubbi che i giudici ti rinchiuderebbero, una volta firmati tutti i documenti. Ma io otterrò giustizia adesso\" —Alovnek, mago della gilda Boros", "Italian", "148843", "Condannare", "Metti una creatura attaccante bersaglio in fondo al grimorio del suo proprietario. Il suo controllore guadagna un ammontare di punti vita pari alla sua costituzione.", "Istantaneo", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "69", "判事どもなら、全部の書類に署名して、それから判決といくんだろう。 だが、俺が裁きを下すのは今だ！ ――ボロスのギルド魔道士、アラヴネク", "Japanese", "148077", "糾弾", "攻撃しているクリーチャー１体を対象とし、それをオーナーのライブラリーの一番下に置く。 それのコントローラーは、それのタフネスに等しい点数のライフを得る。", "インスタント", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "70", "\"Sem dúvida os árbitros darão um fim a você, depois que todos os documentos forem assinados. Mas eu terei justiça agora\" — Alovnek, mago da guilda Boros", "Portuguese (Brazil)", "149563", "Condenar", "Coloque a criatura alvo atacante no fundo do grimório de seu dono. Seu controlador ganha uma quantidade de pontos de vida igual à resistência dela.", "Mágica Instantânea", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "71", "\"Разумеется, верховные судьи засадили бы тебя после подписания всех документов. Но я добьюсь правосудия сейчас\" — Аловнек, маг гильдии Боросов", "Russian", "149180", "Осуждение", "Положите целевое атакующее существо в низ библиотеки его владельца. Контролирующий его игрок получает количество жизни, равное его выносливости.", "Мгновенное заклинание", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "72", "「既然需签署的文件一无遗漏，仲裁者当然会放过你。 但我现在就要主持正义！」 ～波洛斯公会法师阿劳涅", "Chinese Simplified", "147694", "判罪", "将目标进行攻击的生物置于其拥有者的牌库底。 其操控者获得等同于其防御力的生命。", "瞬间", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "73", "„Illusion ist ein Krückstock für all jene ohne Wurzeln in der Realität.\" —Cho-Manno", "German", "148476", "Entmystifizieren", "Zerstöre eine Verzauberung deiner Wahl.", "Spontanzauber", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "74", "\"La ilusión es una muleta para aquellos sin asidero en la realidad.\" —Cho-Manno", "Spanish", "150330", "Desmitificar", "Destruye el encantamiento objetivo.", "Instantáneo", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "75", "« L'illusion est un appui pour quiconque n'a pas pied dans la réalité. » —Cho-Manno", "French", "149947", "Démystification", "Détruisez l'enchantement ciblé.", "Éphémère", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "76", "\"L'illusione è un sostegno per quanti non hanno appoggio nella realtà.\" —Cho-Manno", "Italian", "148859", "Demistificare", "Distruggi un incantesimo bersaglio.", "Istantaneo", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "77", "幻影とは、現実に根ざしていないものの支えに過ぎない。 ――チョー＝マノ", "Japanese", "148093", "啓蒙", "エンチャント１つを対象とし、それを破壊する。", "インスタント", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "78", "\"A ilusão é o arrimo dos que desconhecem a realidade.\" — Cho-Manno", "Portuguese (Brazil)", "149564", "Desmistificar", "Destrua o encantamento alvo.", "Mágica Instantânea", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "79", "\"Иллюзия это опора для тех, кто не базируется на реальности\". — Чо-Манно", "Russian", "149181", "Прояснение", "Уничтожьте целевые чары.", "Мгновенное заклинание", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "80", "「在现实无法立足者，才会寻求幻影支撑。」 ～柯·曼诺", "Chinese Simplified", "147710", "揭秘", "消灭目标结界。", "瞬间", "2f9c211e-1869-5b3f-94ea-f73b7910a5af" ], [ "81", "Er ist der einzige, der die Muster in den sich überschneidenden Karten und widersprechenden Berichten erkennt.", "German", "148502", "Feldmarschall", "Andere Soldatenkreaturen erhalten +1/+1 und Erstschlag. (Sie fügen Kampfschaden vor Kreaturen ohne Erstschlag zu.)", "Kreatur — Mensch, Soldat", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "82", "Él es el único que ve los patrones en los distintos mapas y en los informes contradictorios.", "Spanish", "150331", "Mariscal de campo", "Las otras criaturas Soldado obtienen +1/+1 y tienen la habilidad de dañar primero. (Hacen daño de combate antes que las criaturas sin la habilidad de dañar primero.)", "Criatura — Soldado humano", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "83", "Il est le seul à comprendre le chaos des cartes et des rapports conflictuels.", "French", "149948", "Général de campagne", "Les autres créatures Soldat gagnent +1/+1 et ont l'initiative. (Elles infligent des blessures de combat avant les créatures sans l'initiative.)", "Créature : humain et soldat", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "84", "E' l'unico che riesce a vedere gli schemi nella sovrapposizione delle mappe e nei rapporti contrastanti.", "Italian", "148885", "Maresciallo di Campo", "Le altre creature Soldato prendono +1/+1 e hanno attacco improvviso. (Infliggono danno da combattimento prima delle creature senza attacco improvviso.)", "Creatura — Soldato Umano", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "85", "折り重なった地図と矛盾する報告の中に傾向を見つけられるのは彼だけだ。", "Japanese", "148119", "陸軍元帥", "他の兵士クリーチャーは＋１/＋１の修整を受けるとともに先制攻撃を持つ。 （それらは先制攻撃を持たないクリーチャーよりも先に戦闘ダメージを与える。）", "クリーチャー — 人間・兵士", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "86", "Ele é o único que consegue enxergar alguma coisa nos mapas sobrepostos e relatórios conflituosos.", "Portuguese (Brazil)", "149565", "Marechal-de-Campo", "As outras criaturas do tipo Soldado recebem +1/+1 e têm iniciativa. (Elas causam dano de combate antes de criaturas sem a habilidade de iniciativa.)", "Criatura — Humano Soldado", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "87", "Он один видит закономерности в перекроенных картах и противоречивых донесениях.", "Russian", "149182", "Фельдмаршал", "Остальные существа Солдаты получают +1/+1 и имеют Первый удар. (Они наносят боевые повреждения раньше существ без Первого удара.)", "Существо — Человек Солдат", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "88", "在堆积如山的地图与互相矛盾的回报中，只有他才看得出埋藏其间的动向。", "Chinese Simplified", "147736", "元帅", "其它的士兵生物得+1/+1并具有先攻异能。 （它们会比不具先攻异能的生物提前造成战斗伤害。）", "生物～人类／士兵", "668c64a2-cecb-5f48-af16-d7a64814d3e7" ], [ "89", "„Lange habe ich geglaubt, dass das Schicksal wie ein eisernes Gitter ist: verschlungen und eigentlich unveränderbar. Das war, bevor eine unbekannte Kraft die Stangen des Schicksals verbogen hat, um mein Leben zu retten.\" —Ilromov, herumwandernder Geschich", "German", "148520", "Geisterhafter Wächter", "{T}: Eine Kreatur deiner Wahl erhält +1/+1 bis zum Ende des Zuges.", "Kreatur — Geist", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "90", "\"Pensaba que el destino era como una red de acero, intrincada pero rígidamente inmutable. Eso fue hasta que una fuerza dobló los barrotes del destino para salvar mi vida.\" —Ílromov, narrador viajero", "Spanish", "150332", "Protectora fantasma", "{T}: La criatura objetivo obtiene +1/+1 hasta el final del turno.", "Criatura — Espíritu", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "91", "« J'avais toujours visualisé le destin comme une grille de fer, ornée et rigide. Mais c'était avant qu'une force ne torde les barreaux du destin pour épargner ma vie. » —Ilromov, conteur itinérant", "French", "149949", "Garde fantôme", "{T} : La créature ciblée gagne +1/+1 jusqu'à la fin du tour.", "Créature : esprit", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "92", "\"Pensavo al fato come a un reticolo di ferro, intricato ma rigido e immutabile. Questo fino a quando una qualche forza ha piegato le sbarre del fato per risparmiarmi la vita.\" —Ilromov, cantastorie girovago", "Italian", "148903", "Guardiana Fantasma", "{T}: Una creatura bersaglio prende +1/+1 fino alla fine del turno.", "Creatura — Spirito", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "93", "運命とは鉄格子のように、絡み合いながらも頑丈で変わらないものだと思っていました。 しかしそれは、何かの力が運命の格子をねじ曲げて私の命を救ってくれるまでのことでした。 ――旅の語り部、イルロモフ", "Japanese", "148137", "幽霊の管理人", "{T}：クリーチャー１体を対象とする。それはターン終了時まで＋１/＋１の修整を受ける。", "クリーチャー — スピリット", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "94", "\"Sempre pensei no destino como uma treliça de aço: intricada mas rigorosamente imutável. Até que uma força entortou as barras do destino para salvar a minha vida.\" — Ilromov, contador de histórias viajante", "Portuguese (Brazil)", "149566", "Carcereiro Fantasma", "{T}: A criatura alvo recebe +1/+1 até o final do turno.", "Criatura — Espírito", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "95", "\"Я всегда думал, что судьба похожа на кованую железную решетку. Ее узор прихотлив, но изменить его нельзя. Так было до тех пор, пока некая сила не изогнула прутья судьбы и не спасла мне жизнь\". — Илромов, бродячий рассказчик", "Russian", "149183", "Призрачный Хранитель", "{T}: Целевое существо получает +1/+1 до конца хода.", "Существо — Дух", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "96", "「我总以为命运就像铁栅栏，错综复杂而又无从改变。 自从某种力量弯曲命运的铁杆来救我一命之后，我再也不作如是想。」 ～旅行说书人伊洛莫", "Chinese Simplified", "147754", "护持鬼影", "{T}：目标生物得+1/+1直到回合结束。", "生物～精怪", "d68306e2-9877-5987-84b3-12b8234c8eec" ], [ "97", "Wer auch nur einmal die Kampfeslieder der Engel gehört hat, wird sie sein Leben lang nicht mehr vergessen.", "German", "148523", "Glorreiche Hymne", "Kreaturen, die du kontrollierst, erhalten +1/+1.", "Verzauberung", "546eac7c-1424-597d-ac13-bf8558e88fe3" ], [ "98", "Una vez escuchada, la canción de batalla de un ángel es parte del oyente para siempre.", "Spanish", "150333", "Himno glorioso", "Las criaturas que controlas obtienen +1/+1.", "Encantamiento", "546eac7c-1424-597d-ac13-bf8558e88fe3" ], [ "99", "Quiconque écoute le chant de guerre d'un ange en est imprégné pour toujours.", "French", "149950", "Antienne glorieuse", "Les créatures que vous contrôlez gagnent +1/+1.", "Enchantement", "546eac7c-1424-597d-ac13-bf8558e88fe3" ], [ "100", "Una volta udito, il canto di battaglia di un angelo diventa parte di chi lo ascolta per sempre.", "Italian", "148906", "Inno Glorioso", "Le creature che controlli prendono +1/+1.", "Incantesimo", "546eac7c-1424-597d-ac13-bf8558e88fe3" ] ]
foreign_data
card_games
{ "column_descriptions": [ "unique id number identifying this row of data", "The foreign flavor text of the card.", "The foreign language of card.", "The foreign multiverse identifier of the card.", "The foreign name of the card.", "The foreign text ruling of the card.", "The foreign type of the card. Includes any supertypes and subtypes.", "nan" ], "column_names_cleaned": [ "id", "flavor Text", "language", "multiverseid", "name", "text", "type", "uuid" ], "column_types": [ "integer", "text", "text", "integer", "text", "text", "text", "text" ], "foreign_keys": [ { "column_name": "uuid", "referenced_column_name": "uuid", "referenced_table_name": "cards" } ], "primary_key": [ "id" ] }
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legalities
card_games
{ "column_descriptions": [ "unique id identifying this legality", "format of play", "nan", "nan" ], "column_names_cleaned": [ "id", "format", "status", "uuid" ], "column_types": [ "integer", "text", "text", "text" ], "foreign_keys": [ { "column_name": "uuid", "referenced_column_name": "uuid", "referenced_table_name": "cards" } ], "primary_key": [ "id" ] }
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"Throne of Eldraine", "ELD", "Throne of Eldraine", "None", "2019-10-04", "2494", "397", "expansion" ], [ "99", "249", "None", "{'default': {'boosters': [{'contents': {'common': 10, 'dedicatedFoil': 1, 'rareMythic': 1, 'uncommon': 3}, 'weight': 1}], 'boostersTotalWeight': 1, 'sheets': {'common': {'balanceColors': True, 'cards': {'01a1c69d-1647-5184-848f-cca58dd6ff27': 1, '06fa564a", "EMA", "0", "0", "0", "0", "0", "EMA", "1696", "None", "Eternal Masters", "EMA", "Eternal Masters", "None", "2016-06-10", "1740", "249", "masters" ], [ "100", "205", "Shadows over Innistrad", "{'default': {'boosters': [{'contents': {'dfcCommonUncommon': 1, 'sfcCommon': 10, 'sfcRareMythic': 1, 'sfcUncommon': 3}, 'weight': 217}, {'contents': {'dfcCommonUncommon': 1, 'foil': 1, 'sfcCommon': 9, 'sfcRareMythic': 1, 'sfcUncommon': 3}, 'weight': 63}, ", "EMN", "0", "0", "0", "0", "0", "EMN", "1695", "None", "Eldritch Moon", "EMN", "Eldritch Moon", "None", "2016-07-22", "1790", "208", "expansion" ] ]
sets
card_games
{ "column_descriptions": [ "unique id identifying this set", "The number of cards in the set.", "The block name the set was in.", "A breakdown of possibilities and weights of cards in a booster pack.", "The set code for the set.", "If the set is only available in foil.", "If the set is available only outside the United States of America.", "If the set is only available in non-foil.", "If the set is only available in online game variations.", "If the set is still in preview (spoiled). Preview sets do not have complete data.", "The matching Keyrune code for set image icons.", "The Magic Card Marketset identifier.", "The split Magic Card Market set identifier if a set is printed in two sets. This identifier represents the second set's identifier.", "nan", "The set code for the set as it appears on Magic: The Gathering Online", "The name of the set.", "The parent set code for set variations like promotions, guild kits, etc.", "The release date in ISO 8601 format for the set.", "The group identifier of the set on TCGplayer", "The total number of cards in the set, including promotional and related supplemental products but excluding Alchemy modifications - however those cards are included in the set itself.", "The expansion type of the set." ], "column_names_cleaned": [ "id", "base Set Size", "block", "booster", "code", "is Foil Only", "is Foreign Only", "is Non Foil Only", "is Online Only", "is Partial Preview", "keyrune Code", "magic card market id", "magic card market ID Extras", "magic card market name", "magic the gathering online code", "name", "parent Code", "release Date", "tcg player Group Id", "total Set Size", "type" ], "column_types": [ "integer", "integer", "text", "text", "text", "integer", "integer", "integer", "integer", "integer", "text", "integer", "integer", "text", "text", "text", "text", "date", "integer", "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "language", "setCode", "translation" ], [ "1", "Chinese Simplified", "10E", "核心系列第十版" ], [ "2", "Chinese Traditional", "10E", "核心系列第十版" ], [ "3", "French", "10E", "Dixième édition" ], [ "4", "German", "10E", "Hauptset Zehnte Edition" ], [ "5", "Italian", "10E", "Set Base Decima Edizione" ], [ "6", "Japanese", "10E", "第10版基本セット" ], [ "7", "Korean", "10E", "코어세트 10판" ], [ "8", "Portuguese (Brazil)", "10E", "Coleção Básica Décima Edição" ], [ "9", "Russian", "10E", "Базовый выпуск Десятое Издание" ], [ "10", "Spanish", "10E", "Colección Básica - Décima Edición" ], [ "11", "Chinese Simplified", "4ED", "None" ], [ "12", "Chinese Traditional", "4ED", "None" ], [ "13", "French", "4ED", "Quatrième édition" ], [ "14", "German", "4ED", "None" ], [ "15", "Italian", "4ED", "None" ], [ "16", "Japanese", "4ED", "None" ], [ "17", "Korean", "4ED", "None" ], [ "18", "Portuguese (Brazil)", "4ED", "None" ], [ "19", "Russian", "4ED", "None" ], [ "20", "Spanish", "4ED", "None" ], [ "21", "Chinese Simplified", "5DN", "五色曙光" ], [ "22", "Chinese Traditional", "5DN", "五色曙光" ], [ "23", "French", "5DN", "La cinquième aube" ], [ "24", "German", "5DN", "Fünfte Morgenröte" ], [ "25", "Italian", "5DN", "Quinta Alba" ], [ "26", "Japanese", "5DN", "フィフス・ドーン" ], [ "27", "Korean", "5DN", "다섯번째 새벽" ], [ "28", "Portuguese (Brazil)", "5DN", "Aquinta Aurora" ], [ "29", "Russian", "5DN", "Fifth Dawn" ], [ "30", "Spanish", "5DN", "Quinto amanecer" ], [ "31", "Chinese Simplified", "5ED", "None" ], [ "32", "Chinese Traditional", "5ED", "None" ], [ "33", "French", "5ED", "Cinquième édition" ], [ "34", "German", "5ED", "None" ], [ "35", "Italian", "5ED", "None" ], [ "36", "Japanese", "5ED", "None" ], [ "37", "Korean", "5ED", "None" ], [ "38", "Portuguese (Brazil)", "5ED", "None" ], [ "39", "Russian", "5ED", "None" ], [ "40", "Spanish", "5ED", "None" ], [ "41", "Chinese Simplified", "6ED", "None" ], [ "42", "Chinese Traditional", "6ED", "None" ], [ "43", "French", "6ED", "Sixième édition" ], [ "44", "German", "6ED", "None" ], [ "45", "Italian", "6ED", "None" ], [ "46", "Japanese", "6ED", "None" ], [ "47", "Korean", "6ED", "None" ], [ "48", "Portuguese (Brazil)", "6ED", "None" ], [ "49", "Russian", "6ED", "None" ], [ "50", "Spanish", "6ED", "None" ], [ "51", "Chinese Simplified", "7ED", "None" ], [ "52", "Chinese Traditional", "7ED", "None" ], [ "53", "French", "7ED", "Septième édition" ], [ "54", "German", "7ED", "None" ], [ "55", "Italian", "7ED", "None" ], [ "56", "Japanese", "7ED", "None" ], [ "57", "Korean", "7ED", "None" ], [ "58", "Portuguese (Brazil)", "7ED", "None" ], [ "59", "Russian", "7ED", "None" ], [ "60", "Spanish", "7ED", "None" ], [ "61", "Chinese Simplified", "8ED", "核心系列第八版" ], [ "62", "Chinese Traditional", "8ED", "核心系列第八版" ], [ "63", "French", "8ED", "Huitième édition" ], [ "64", "German", "8ED", "Hauptset Achte Edition" ], [ "65", "Italian", "8ED", "Set Base Ottava Edizione" ], [ "66", "Japanese", "8ED", "第８版 基本セット" ], [ "67", "Korean", "8ED", "코어세트 8판" ], [ "68", "Portuguese (Brazil)", "8ED", "Oitava Edição" ], [ "69", "Russian", "8ED", "Базовый выпуск Eighth Edition" ], [ "70", "Spanish", "8ED", "Colección Básica - Octava edición" ], [ "71", "Chinese Simplified", "9ED", "核心系列 第九版" ], [ "72", "Chinese Traditional", "9ED", "核心系列 第九版" ], [ "73", "French", "9ED", "Neuvième édition" ], [ "74", "German", "9ED", "Hauptset Neunte Edition" ], [ "75", "Italian", "9ED", "Set Base Nona Edizione" ], [ "76", "Japanese", "9ED", "第９版 基本セット" ], [ "77", "Korean", "9ED", "코어세트 9판" ], [ "78", "Portuguese (Brazil)", "9ED", "Nona Edição" ], [ "79", "Russian", "9ED", "Базовый выпуск Девятая редакция" ], [ "80", "Spanish", "9ED", "Colección Básica - Novena edición" ], [ "81", "Chinese Simplified", "AER", "乙太之乱" ], [ "82", "Chinese Traditional", "AER", "乙太之亂" ], [ "83", "French", "AER", "La révolte éthérique" ], [ "84", "German", "AER", "Äther-Rebellion" ], [ "85", "Italian", "AER", "Rivolta dell’Etere" ], [ "86", "Japanese", "AER", "『霊気紛争』" ], [ "87", "Korean", "AER", "에테르 봉기" ], [ "88", "Portuguese (Brazil)", "AER", "Revolta do Éter" ], [ "89", "Russian", "AER", "«Эфирный Бунт»" ], [ "90", "Spanish", "AER", "La revuelta del éter" ], [ "91", "Chinese Simplified", "AKH", "阿芒凯" ], [ "92", "Chinese Traditional", "AKH", "阿芒凱" ], [ "93", "French", "AKH", "Amonkhet" ], [ "94", "German", "AKH", "Amonkhet" ], [ "95", "Italian", "AKH", "Amonkhet" ], [ "96", "Japanese", "AKH", "『アモンケット』" ], [ "97", "Korean", "AKH", "아몬케트" ], [ "98", "Portuguese (Brazil)", "AKH", "Amonkhet" ], [ "99", "Russian", "AKH", "Амонхет" ], [ "100", "Spanish", "AKH", "Amonkhet" ] ]
set_translations
card_games
{ "column_descriptions": [ "unique id identifying this set", "language of this card set", "the set code for this set", "translation of this card set" ], "column_names_cleaned": [ "id", "language", "set code", "translation" ], "column_types": [ "integer", "text", "text", "text" ], "foreign_keys": [ { "column_name": "setCode", "referenced_column_name": "code", "referenced_table_name": "sets" } ], "primary_key": [ "id" ] }
[ [ "id", "date", "text", "uuid" ], [ "1", "2007-07-15", "You draw the card when Bandage resolves, not when the damage is actually prevented.", "6d268c95-c176-5766-9a46-c14f739aba1c" ], [ "2", "2007-02-01", "If you double a negative life total, you do the real math. A life total of -10 becomes -20.", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "3", "2007-07-15", "Beacon of Immortality’s effect counts as life gain (or life loss, if the life total was negative) for effects that trigger on or replace life gain (or life loss).", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "4", "2007-07-15", "If a Beacon is countered or doesn’t resolve, it’s put into its owner’s graveyard, not shuffled into the library.", "56f4935b-f6c5-59b9-88bf-9bcce20247ce" ], [ "5", "2010-08-15", "The affected creature’s last known existence on the battlefield is checked to determine its toughness.", "7fef665c-36a1-5f7a-9299-cf8938708710" ], [ "6", "2008-08-01", "The ability triggers even if the Specter’s damage is being redirected to an opponent. It does not trigger if damage that would have been dealt to the opponent is redirected to a nonopponent player or a creature, or if the damage is prevented.", "f39b4446-0ca6-5446-8507-4b1ba37bb3e7" ], [ "7", "2005-06-01", "You choose how the damage will be divided among the target creatures at the time you cast Hail of Arrows. Each target must be dealt at least 1 damage. If any of those creatures becomes an illegal target before Hail of Arrows resolves, the division of dama", "c19bcfc2-fc10-5040-8239-1c193098df47" ], [ "8", "2007-07-15", "High Ground’s effect is cumulative. If you have a creature that can already block an additional creature, now it can block three creatures.", "60f49caf-3583-5f85-b4b3-08dca73a8628" ], [ "9", "2007-07-15", "High Ground allows you to make some complicated blocks. For example, if you’re being attacked by three creatures (call them A, B, and C) and you control three creatures (X, Y, and Z), you can have X block A and B, Y block B and C, and Z block just C, amon", "60f49caf-3583-5f85-b4b3-08dca73a8628" ], [ "10", "2009-10-01", "A “blocking creature” is one that has been declared as a blocker this combat, or one that was put onto the battlefield blocking this combat. Unless that creature leaves combat, it continues to be a blocking creature through the end of combat step, even if", "9a14261a-b567-5429-a5ca-a913e15d8bf7" ], [ "11", "2007-07-15", "You can’t put an Aura card from your hand onto the battlefield this way if that Aura can’t legally enchant Academy Researchers. For example, you can’t put an Aura with “enchant land” or “enchant green creature” onto the battlefield attached to Academy Res", "b8a68840-4044-52c0-a14e-0a1c630ba42c" ], [ "12", "2007-07-15", "If the chosen creature is copying something else (for example, if the chosen creature is another Clone), then your Clone enters the battlefield as whatever the chosen creature copied.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "13", "2007-07-15", "If the chosen creature is a token, Clone copies the original characteristics of that token as stated by the effect that put it onto the battlefield. Clone is not a token.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "14", "2007-07-15", "Any enters-the-battlefield abilities of the copied creature will trigger when Clone enters the battlefield. Any “as [this creature] enters the battlefield” or “[this creature] enters the battlefield with” abilities of the chosen creature will also work.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "15", "2009-10-01", "If the chosen creature has {X} in its mana cost (such as Protean Hydra), X is considered to be zero.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "16", "2012-07-01", "Clone copies exactly what was printed on the original creature and nothing more (unless that creature is copying something else or is a token; see below). It doesn’t copy whether that creature is tapped or untapped, whether it has any counters on it or Au", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "17", "2012-07-01", "If Clone somehow enters the battlefield at the same time as another creature, Clone can’t become a copy of that creature. You may choose only a creature that’s already on the battlefield.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "18", "2012-07-01", "You can choose not to copy anything. In that case, Clone enters the battlefield as a 0/0 Shapeshifter creature, and is probably put into the graveyard immediately.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "19", "2013-07-01", "Clone’s ability doesn’t target the chosen creature.", "8dfc67e9-8323-5d1f-9e25-9f9394abd5a0" ], [ "20", "2004-10-04", "If you increase the power of the targeted creature after the ability resolves, it still can’t be blocked that turn.", "8d5f87fd-7a87-572b-bdce-303effec6b92" ], [ "21", "2007-07-15", "If Ascendant Evincar stops being black, it gives itself -1/-1.", "bba43f4e-a9eb-5c89-8389-5935a1fbd8b3" ], [ "22", "2007-07-15", "If Ascendant Evincar stops being black, it gives itself -1/-1.", "c206ab94-4325-5766-91d6-62b8f50aeac8" ], [ "23", "2007-07-15", "If a Beacon is countered or doesn’t resolve, it’s put into its owner’s graveyard, not shuffled into the library.", "efdd5367-9393-54c1-a6b8-c7810ee87ed5" ], [ "24", "2004-10-04", "Retrieves all artifacts owned by the target player regardless of who controls them. Ignores artifacts owned by other players even if target player has control of them.", "5ac794d2-4c66-5332-afb1-54b24bc11823" ], [ "25", "2004-10-04", "It only returns artifacts which are on the battlefield.", "5ac794d2-4c66-5332-afb1-54b24bc11823" ], [ "26", "2013-07-01", "This card won’t be put into your graveyard until after it’s finished resolving, which means it won’t be shuffled into your library as part of its own effect.", "4fa9bf42-9170-594e-bbf9-42111adea313" ], [ "27", "2008-04-01", "A “creature spell” is any spell with the type Creature, even if it has other types such as Artifact or Enchantment. Older cards of type Summon are also Creature spells.", "f37b2caa-03c5-51ec-a02a-c2e5311a9fd5" ], [ "28", "2010-08-15", "Having shroud will prevent the creature from being targeted by Aura spells, but it does not remove any Auras that are already attached to the creature or stop Auras from being moved to the creature by some other method.", "9626b37d-3a04-5cd6-a636-943981354e2b" ], [ "29", "2010-08-15", "Having shroud will prevent the creature from being targeted by Aura spells, but it does not remove any Auras that are already attached to the creature or stop Auras from being moved to the creature by some other method.", "23aabc91-9146-5367-9cce-4fe955861abb" ], [ "30", "2019-07-12", "Rule of Law looks at the entire turn to see if a player has cast a spell, even if Rule of Law wasn’t on the battlefield when that spell was cast. Notably, you can’t cast Rule of Law and then cast another spell during the same turn.", "eee00aa2-c730-5ff1-84a9-51d95a9fe180" ], [ "31", "2019-07-12", "If you cast a spell that was countered, you can’t cast another spell during the same turn.", "eee00aa2-c730-5ff1-84a9-51d95a9fe180" ], [ "32", "2004-10-04", "Can target an unenchanted creature but has no effect on that creature.", "fc96da15-9362-585a-b555-f7a7e5480e8b" ], [ "33", "2005-08-01", "A creature is “enchanted” if it has any Auras attached to it.", "fc96da15-9362-585a-b555-f7a7e5480e8b" ], [ "34", "2007-07-15", "Unlike many similar creatures, Rootwater Matriarch untaps as normal during your untap step. Whether it’s tapped or untapped has no bearing on the control-change effect.", "fc96da15-9362-585a-b555-f7a7e5480e8b" ], [ "35", "2009-02-01", "The control effect applies so long as at least one Aura is attached to the creature, and will continue to apply even if Rootwater Matriarch has left the battlefield. The effect ends if at any time the creature has no Auras on it.", "fc96da15-9362-585a-b555-f7a7e5480e8b" ], [ "36", "2004-10-04", "The “repeat this process” means to repeat as often as it takes to not get a matching pair.", "d5124438-a5d4-5b3b-88af-d179f4b9c9af" ], [ "37", "2004-10-04", "The “repeat this process” means to repeat as often as it takes to not get a matching pair.", "f4670242-6ae0-5ec4-872d-391386bb026b" ], [ "38", "2004-10-04", "You don’t choose which creature the Aura will enter the battlefield attached to until the ability resolves. You must choose a creature the Aura can legally enchant. (For example, you can’t choose a creature with protection from black if the targeted Aura ", "5d53a06b-68a0-5d1a-a1a5-a676f16c23dd" ], [ "39", "2007-07-15", "Nomad Mythmaker’s ability can target an Aura card in any graveyard, not just yours.", "5d53a06b-68a0-5d1a-a1a5-a676f16c23dd" ], [ "40", "2004-10-04", "If you target yourself, this spell has no useful effect. It will not cause an infinite loop since a replacement effect can’t modify the same event more than once. This effect will not modify the draw that it has you perform.", "5a1f3fc3-e970-5408-94ef-e7c78e57000b" ], [ "41", "2007-07-15", "You draw the card from your library as normal, not from your opponent’s library.", "5a1f3fc3-e970-5408-94ef-e7c78e57000b" ], [ "42", "2007-07-15", "If you and your opponent each cast Plagiarize on each other during the same turn, the two spells effectively cancel each other out. You will draw cards when you normally would and so will your opponent.", "5a1f3fc3-e970-5408-94ef-e7c78e57000b" ], [ "43", "2007-07-15", "If you target a player whose library is empty, any effect or turn-based action that would cause that player to draw a card will cause you to draw a card instead. It doesn’t matter that the other player would be unable to draw.", "5a1f3fc3-e970-5408-94ef-e7c78e57000b" ], [ "44", "2009-10-01", "The amount of life you gain is equal to the number chosen for X, not the amount of damage Consume Spirit deals (in case some of it is prevented).", "26180f1b-41a1-5fa5-9f6b-39ee08a1a203" ], [ "45", "2009-10-01", "If the targeted permanent or player is an illegal target by the time Consume Spirit would resolve, the entire spell doesn’t resolve. You won’t gain any life.", "26180f1b-41a1-5fa5-9f6b-39ee08a1a203" ], [ "46", "2014-02-01", "If you target yourself with this spell, you must reveal your entire hand to the other players just as any other player would.", "77ce01d6-3609-519e-a0d4-6ad6770c45e4" ], [ "47", "2012-07-01", "If the target permanent or player is an illegal target when Essence Drain tries to resolve, it won’t resolve and none of its effects will happen. You won’t gain 3 life.", "d38298f2-29e8-57b0-b978-140aa2171cce" ], [ "48", "2008-04-01", "When the ability resolves, you choose whether to sacrifice the creature or perform the other action. If you can’t perform the other action, then you must sacrifice the creature.", "6d030b32-0534-55c9-9c40-00bb59d4e164" ], [ "49", "2008-04-01", "If the creature is no longer on the battlefield when the ability resolves, you may still perform the action if you want.", "6d030b32-0534-55c9-9c40-00bb59d4e164" ], [ "50", "2015-06-22", "You can sacrifice Nantuko Husk itself to activate its own ability. However, the only thing that will do is put Nantuko Husk into the graveyard.", "60122d6f-448b-5df8-ac2a-8f5a1e841278" ], [ "51", "2016-06-08", "Nothing happens if there are no nonartifact, nonblack creatures on the battlefield when Nekrataal enters the battlefield, but if there is one, you must target it, even if it’s a creature you control.", "f560811b-3c5d-5929-8b17-e9ae8730cec1" ], [ "52", "2016-06-08", "Nothing happens if there are no nonartifact, nonblack creatures on the battlefield when Nekrataal enters the battlefield, but if there is one, you must target it, even if it’s a creature you control.", "37f0071d-09b9-5fdc-a5de-52061a01cb64" ], [ "53", "2008-04-01", "If you control 0 swamps, then the Nightmare has 0 toughness and will be put into its owner’s graveyard as a state-based action right before the next player gains priority.", "5bd291f0-560a-5046-bd07-a91bd3004f2d" ], [ "54", "2009-10-01", "Nightmare’s power and toughness changes as the number of Swamps you control changes.", "5bd291f0-560a-5046-bd07-a91bd3004f2d" ], [ "55", "2013-07-01", "The ability that defines Nightmare’s power and toughness works everywhere, not just on the battlefield.", "5bd291f0-560a-5046-bd07-a91bd3004f2d" ], [ "56", "2013-07-01", "Nightmare’s ability counts all lands you control with the subtype Swamp, not just ones named Swamp.", "5bd291f0-560a-5046-bd07-a91bd3004f2d" ], [ "57", "2008-04-01", "If you control 0 swamps, then the Nightmare has 0 toughness and will be put into its owner’s graveyard as a state-based action right before the next player gains priority.", "d6fff2c5-c356-543e-9708-3a25de95244a" ], [ "58", "2009-10-01", "Nightmare’s power and toughness changes as the number of Swamps you control changes.", "d6fff2c5-c356-543e-9708-3a25de95244a" ], [ "59", "2013-07-01", "The ability that defines Nightmare’s power and toughness works everywhere, not just on the battlefield.", "d6fff2c5-c356-543e-9708-3a25de95244a" ], [ "60", "2013-07-01", "Nightmare’s ability counts all lands you control with the subtype Swamp, not just ones named Swamp.", "d6fff2c5-c356-543e-9708-3a25de95244a" ], [ "61", "2004-10-04", "You can attach this to an opponent’s creature, and all damage done to you is instead done to their creature.", "7dff9ddf-213e-593d-a007-a72cf6ff925e" ], [ "62", "2004-10-04", "All damage being dealt to you at one time gets redirected to one Pariah. If you take 3 damage at once, all 3 damage goes to one Pariah. If you take damage from multiple creatures in combat, all the combat damage goes to one Pariah.", "7dff9ddf-213e-593d-a007-a72cf6ff925e" ], [ "63", "2007-07-15", "It doesn’t matter who controlled the creature cards when they were on the battlefield. As long as they were put into your graveyard, you get to put them into your hand.", "8d4f5d80-16ea-52cc-8201-93a46b803efb" ], [ "64", "2007-07-15", "If you sacrifice No Rest for the Wicked on the same turn you cast it, all creature cards that were put into your graveyard from the battlefield that turn will be returned to your hand, including any that were put into your graveyard before No Rest for the", "8d4f5d80-16ea-52cc-8201-93a46b803efb" ], [ "65", "2004-10-04", "It is only considered “cast from your hand” if you cast it as a spell from your hand. Putting it onto the battlefield from your hand using a spell or ability will cause you to lose the game.", "274c6a91-31d3-5adb-8707-3edca2cb62b6" ], [ "66", "2013-07-01", "In a Commander game where this card is your commander, casting it from the Command zone does not count as casting it from your hand.", "274c6a91-31d3-5adb-8707-3edca2cb62b6" ], [ "67", "2018-03-16", "The second ability of Relentless Rats lets you ignore the “four-of” rule. It doesn’t let you ignore format legality. For example, during a Masters 25 Limited event, you can’t add Relentless Rats from your personal collection.", "70eb81fd-23fb-521a-9ac3-fae8f0ca5bf0" ], [ "68", "2004-10-04", "Can’t target itself because you choose the target before you tap him. At that time he is not yet a legal target.", "23e48622-2895-5385-99a4-892c93a5d3d2" ], [ "69", "2004-10-04", "If the creature is no longer tapped when the Assassin’s ability resolves, then the ability doesn’t resolve.", "23e48622-2895-5385-99a4-892c93a5d3d2" ], [ "70", "2007-07-15", "If Sengir Vampire deals nonlethal damage to a creature and then a different effect or damage source causes that creature to be put into a graveyard later in the turn, Sengir Vampire’s ability will trigger and it will get a +1/+1 counter.", "74fa21a6-66f3-5395-a95f-19e9f0b1d24b" ], [ "71", "2011-09-22", "Each time a creature is put into a graveyard from the battlefield, check whether Sengir Vampire had dealt any damage to it at any time during that turn. If so, Sengir Vampire’s ability will trigger. It doesn’t matter who controlled the creature or whose g", "74fa21a6-66f3-5395-a95f-19e9f0b1d24b" ], [ "72", "2011-09-22", "If Sengir Vampire and a creature it dealt damage to are both put into a graveyard at the same time, Sengir Vampire’s ability will trigger, but it will do nothing when it resolves.", "74fa21a6-66f3-5395-a95f-19e9f0b1d24b" ], [ "73", "2007-07-15", "If Sengir Vampire deals nonlethal damage to a creature and then a different effect or damage source causes that creature to be put into a graveyard later in the turn, Sengir Vampire’s ability will trigger and it will get a +1/+1 counter.", "47fe8296-36c6-5338-b239-9fa0cceba156" ], [ "74", "2011-09-22", "Each time a creature is put into a graveyard from the battlefield, check whether Sengir Vampire had dealt any damage to it at any time during that turn. If so, Sengir Vampire’s ability will trigger. It doesn’t matter who controlled the creature or whose g", "47fe8296-36c6-5338-b239-9fa0cceba156" ], [ "75", "2011-09-22", "If Sengir Vampire and a creature it dealt damage to are both put into a graveyard at the same time, Sengir Vampire’s ability will trigger, but it will do nothing when it resolves.", "47fe8296-36c6-5338-b239-9fa0cceba156" ], [ "76", "2007-07-15", "If a Beacon is countered or doesn’t resolve, it’s put into its owner’s graveyard, not shuffled into the library.", "5543c576-ef2b-59ac-878b-3aff199f27de" ], [ "77", "2004-10-04", "There is no penalty if it can’t attack.", "9370dddd-ba64-53f9-8890-f391ee305326" ], [ "78", "2004-10-04", "You must pick a target creature, even if you are the only player with creatures on the battlefield.", "c676dcc1-ff7c-51eb-a878-7e1bb3ee6ce2" ], [ "79", "2008-08-01", "The ability triggers even if the Specter’s damage is being redirected to an opponent. It does not trigger if damage that would have been dealt to the opponent is redirected to a nonopponent player or a creature, or if the damage is prevented.", "c620a95f-984f-5234-b8f3-a2e359972e85" ], [ "80", "2009-10-01", "This ability can be activated by Firebreathing’s controller, not the enchanted creature’s controller (in case they’re different players).", "02aa05a4-ff94-5bda-8ad7-24f00bd19ec4" ], [ "81", "2009-10-01", "The ability affects whichever creature is enchanted by Firebreathing at the time the ability resolves. The bonus remains even if Firebreathing stops enchanting that creature.", "02aa05a4-ff94-5bda-8ad7-24f00bd19ec4" ], [ "82", "2009-10-01", "This ability can be activated by Firebreathing’s controller, not the enchanted creature’s controller (in case they’re different players).", "bf599cd8-8095-5725-bcca-244b9e69f5d0" ], [ "83", "2009-10-01", "The ability affects whichever creature is enchanted by Firebreathing at the time the ability resolves. The bonus remains even if Firebreathing stops enchanting that creature.", "bf599cd8-8095-5725-bcca-244b9e69f5d0" ], [ "84", "2004-10-04", "Each other player sacrifices a creature for each creature you control that goes to a graveyard.", "f180c680-0dc9-5132-a713-65fdc4eefa75" ], [ "85", "2009-10-01", "A “creature card” is any card with the type creature, even if it has other types such as artifact, enchantment, or land. Older cards of type summon are also creature cards.", "71fd9f58-2931-5c3c-957c-d98f2ab02862" ], [ "86", "2017-11-17", "If you control any other creatures as Lord of the Pit’s triggered ability resolves, you must sacrifice one. You can’t choose to be dealt 7 damage instead.", "ad67ee3e-ce9d-5fd4-845b-a1673f717f8b" ], [ "87", "2017-11-17", "If Lord of the Pit has gained lifelink, being dealt 7 damage by it doesn’t cause your life total to change, even though you gain and lose life. If your life total is less than 7, you won’t lose the game.", "ad67ee3e-ce9d-5fd4-845b-a1673f717f8b" ], [ "88", "2017-11-17", "If you have two Lords of the Pit, you can sacrifice them to each other.", "ad67ee3e-ce9d-5fd4-845b-a1673f717f8b" ], [ "89", "2018-03-16", "Loyal Sentry and the creature it blocks are destroyed before combat damage is dealt. The blocked creature is destroyed even if Loyal Sentry leaves the battlefield before its triggered ability resolves.", "3f809288-0eaa-5f55-8144-483ed8ea810c" ], [ "90", "2018-03-16", "You can’t do anything in between drawing a card and discarding a card, including casting or cycling the card you drew.", "46a7e3a9-4e93-5d73-b35e-6ad63cc195cf" ], [ "91", "2004-10-04", "Alters all occurrences of the chosen word in the text box and the type line of the given card.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "92", "2004-10-04", "Can target a card with no appropriate words on it, or even one with no words at all.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "93", "2004-10-04", "It can’t change a word to the same word. It must be a different word.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "94", "2004-10-04", "It only changes what is printed on the card (or set on a token when it was created or set by a copy effect). It will not change any effects that are on the permanent.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "95", "2004-10-04", "You choose the words to change on resolution.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "96", "2004-10-04", "You can’t change proper nouns (i.e. card names) such as “Island Fish Jasconius”.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "97", "2004-10-04", "It can be used to change a land’s type from one basic land type to another. For example, Forest can be changed to Island so it produces blue mana. It doesn’t change the name of any permanent.", "7cf5654d-d547-50ce-838a-75ff6045fd0f" ], [ "98", "2005-08-01", "Lord of the Undead now has the Zombie creature type and its first ability has been reworded to affect *other* Zombies. This means that if two Lord of the Undead are on the battlefield, each gives the other a bonus.", "6022d604-c21f-599e-b65e-ff895bc51005" ], [ "99", "2004-10-04", "The Legend rule only applies to two legendary permanents with identical names. If the names are different, even if they depict the same character, the rule does not apply.", "2b887770-1bb2-5ded-9340-1f703007efc5" ], [ "100", "2004-10-04", "The Legend rule only applies to two legendary permanents with identical names. If the names are different, even if they depict the same character, the rule does not apply.", "d44d44ca-fa5a-59e7-8790-f9b107f6c2f7" ] ]
rulings
card_games
{ "column_descriptions": [ "unique id identifying this ruling", "date", "description about this ruling", "nan" ], "column_names_cleaned": [ "id", "date", "text", "uuid" ], "column_types": [ "integer", "date", "text", "text" ], "foreign_keys": [ { "column_name": "uuid", "referenced_column_name": "uuid", "referenced_table_name": "cards" } ], "primary_key": [ "id" ] }
[ [ "id", "player_fifa_api_id", "player_api_id", "date", "overall_rating", "potential", "preferred_foot", "attacking_work_rate", "defensive_work_rate", "crossing", "finishing", "heading_accuracy", "short_passing", "volleys", "dribbling", "curve", "free_kick_accuracy", "long_passing", "ball_control", "acceleration", "sprint_speed", "agility", "reactions", "balance", "shot_power", "jumping", "stamina", "strength", "long_shots", "aggression", "interceptions", "positioning", "vision", "penalties", "marking", "standing_tackle", "sliding_tackle", "gk_diving", "gk_handling", "gk_kicking", "gk_positioning", "gk_reflexes" ], [ "1", "218353", "505942", "2016-02-18 00:00:00", "67", "71", "right", "medium", "medium", "49", "44", "71", "61", "44", "51", "45", "39", "64", "49", "60", "64", "59", "47", "65", "55", "58", "54", "76", "35", "71", "70", "45", "54", "48", "65", "69", "69", "6", "11", "10", "8", "8" ], [ "2", "218353", "505942", "2015-11-19 00:00:00", "67", "71", "right", "medium", "medium", "49", "44", "71", "61", "44", "51", "45", "39", "64", "49", "60", "64", "59", "47", "65", "55", "58", "54", "76", "35", "71", "70", "45", "54", "48", "65", "69", "69", "6", "11", "10", "8", "8" ], [ "3", "218353", "505942", "2015-09-21 00:00:00", "62", "66", "right", "medium", "medium", "49", "44", "71", "61", "44", "51", "45", "39", "64", "49", "60", "64", "59", "47", "65", "55", "58", "54", "76", "35", "63", "41", "45", "54", "48", "65", "66", "69", "6", "11", "10", "8", "8" ], [ "4", "218353", "505942", "2015-03-20 00:00:00", "61", "65", "right", "medium", "medium", "48", "43", "70", "60", "43", "50", "44", "38", "63", "48", "60", "64", "59", "46", "65", "54", "58", "54", "76", "34", "62", "40", "44", "53", "47", "62", "63", "66", "5", "10", "9", "7", "7" ], [ "5", "218353", "505942", "2007-02-22 00:00:00", "61", "65", "right", "medium", "medium", "48", "43", "70", "60", "43", "50", "44", "38", "63", "48", "60", "64", "59", "46", "65", "54", "58", "54", "76", "34", "62", "40", "44", "53", "47", "62", "63", "66", "5", "10", "9", "7", "7" ], [ "6", "189615", "155782", "2016-04-21 00:00:00", "74", "76", "left", "high", "medium", "80", "53", "58", "71", "40", "73", "70", "69", "68", "71", "79", "78", "78", "67", "90", "71", "85", "79", "56", "62", "68", "67", "60", "66", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "7", "189615", "155782", "2016-04-07 00:00:00", "74", "76", "left", "high", "medium", "80", "53", "58", "71", "32", "73", "70", "69", "68", "71", "79", "78", "78", "67", "90", "71", "85", "79", "56", "60", "68", "67", "60", "66", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "8", "189615", "155782", "2016-01-07 00:00:00", "73", "75", "left", "high", "medium", "79", "52", "57", "70", "29", "71", "68", "69", "68", "70", "79", "78", "78", "67", "90", "71", "84", "79", "56", "59", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "9", "189615", "155782", "2015-12-24 00:00:00", "73", "75", "left", "high", "medium", "79", "51", "57", "70", "29", "71", "68", "69", "68", "70", "79", "78", "78", "67", "90", "71", "84", "79", "56", "58", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "10", "189615", "155782", "2015-12-17 00:00:00", "73", "75", "left", "high", "medium", "79", "51", "57", "70", "29", "71", "68", "69", "68", "70", "79", "78", "78", "67", "90", "71", "84", "79", "56", "58", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "11", "189615", "155782", "2015-10-16 00:00:00", "73", "77", "left", "high", "medium", "79", "51", "57", "70", "29", "71", "68", "69", "68", "70", "79", "78", "78", "67", "90", "71", "84", "79", "56", "58", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "12", "189615", "155782", "2015-09-25 00:00:00", "74", "78", "left", "high", "medium", "79", "51", "57", "70", "29", "71", "68", "69", "68", "70", "80", "78", "78", "67", "90", "71", "84", "79", "56", "58", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "13", "189615", "155782", "2015-09-21 00:00:00", "73", "77", "left", "medium", "medium", "79", "51", "57", "70", "29", "67", "68", "69", "68", "68", "79", "78", "78", "67", "90", "71", "84", "79", "56", "58", "67", "66", "58", "65", "59", "76", "75", "78", "14", "7", "9", "9", "12" ], [ "14", "189615", "155782", "2015-01-09 00:00:00", "71", "75", "left", "medium", "medium", "78", "50", "56", "69", "28", "66", "67", "68", "67", "67", "79", "82", "79", "71", "90", "70", "84", "79", "50", "56", "66", "65", "57", "64", "58", "73", "72", "72", "13", "6", "8", "8", "11" ], [ "15", "189615", "155782", "2014-12-05 00:00:00", "71", "77", "left", "medium", "medium", "78", "50", "56", "69", "28", "66", "67", "68", "67", "67", "79", "82", "79", "71", "90", "70", "84", "79", "50", "56", "66", "65", "57", "64", "58", "73", "72", "72", "13", "6", "8", "8", "11" ], [ "16", "189615", "155782", "2014-11-07 00:00:00", "71", 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Player_Attributes
european_football_2
{ "column_descriptions": [ "the unique id for players", "the id of the player fifa api", "the id of the player api", "date", "the overall rating of the player", "potential of the player", "the player's preferred foot when attacking", "the player's attacking work rate", "the player's defensive work rate", "the player's crossing score", "the player's finishing rate", "the player's heading accuracy", "the player's short passing score", "the player's volley score", "the player's dribbling score", "the player's curve score", "the player's free kick accuracy", "the player's long passing score", "the player's ball control score", "the player's acceleration score", "the player's sprint speed", "the player's agility", "the player's reactions score", "the player's balance score", "the player's shot power", "the player's jumping score", "the player's stamina score", "the player's strength score", "the player's long shots score", "the player's aggression score", "the player's interceptions score", "the player's \npositioning score", "the player's vision score", "the player's penalties score", "the player's markingscore", "the player's standing tackle score", "the player's sliding tackle score", "the player's goalkeep diving score", "the player's goalkeep diving score", "the player's goalkeep kicking score", "the player's goalkeep positioning score", "the player's goalkeep reflexes score" ], "column_names_cleaned": [ "id", "player federation international football association api id", "player api id", "date", "overall_rating", "potential", "preferred foot", "attacking work rate", "defensive_work_rate", "crossing", "finishing", "heading accuracy", "short passing", "volleys", "dribbling", "curve", "free kick accuracy", "long passing", "ball control", "acceleration", "sprint speed", "agility", "reactions", "balance", "shot power", "jumping", "stamina", "strength", "long shots", "aggression", "interceptions", "positioning", "vision", "penalties", "marking", "standing tackle", "sliding tackle", "goalkeep diving", "goalkeep handling", "goalkeep kicking", "goalkeep positioning", "goalkeep reflexes" ], "column_types": [ "integer", "integer", "integer", "text", "integer", "integer", "text", "text", "text", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer" ], "foreign_keys": [ { "column_name": "player_api_id", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "player_fifa_api_id", "referenced_column_name": "player_fifa_api_id", "referenced_table_name": "Player" } ], "primary_key": [ "id" ] }
[ [ "id", "player_api_id", "player_name", "player_fifa_api_id", "birthday", "height", "weight" ], [ "1", "505942", "Aaron Appindangoye", "218353", "1992-02-29 00:00:00", "182.88", "187" ], [ "2", "155782", "Aaron Cresswell", "189615", "1989-12-15 00:00:00", "170.18", "146" ], [ "3", "162549", "Aaron Doran", "186170", "1991-05-13 00:00:00", "170.18", "163" ], [ "4", "30572", "Aaron Galindo", "140161", "1982-05-08 00:00:00", "182.88", "198" ], [ "5", "23780", "Aaron Hughes", "17725", "1979-11-08 00:00:00", "182.88", "154" ], [ "6", "27316", "Aaron Hunt", "158138", "1986-09-04 00:00:00", "182.88", "161" ], [ "7", "564793", "Aaron Kuhl", "221280", "1996-01-30 00:00:00", "172.72", "146" ], [ "8", "30895", "Aaron Lennon", "152747", "1987-04-16 00:00:00", "165.1", "139" ], [ "9", "528212", "Aaron Lennox", "206592", "1993-02-19 00:00:00", "190.5", "181" ], [ "10", "101042", "Aaron Meijers", "188621", "1987-10-28 00:00:00", "175.26", "170" ], [ "11", "23889", "Aaron Mokoena", "47189", "1980-11-25 00:00:00", "182.88", "181" ], [ "12", "231592", "Aaron Mooy", "194958", "1990-09-15 00:00:00", "175.26", "150" ], [ "13", "163222", "Aaron Muirhead", "213568", "1990-08-30 00:00:00", "187.96", "168" ], [ "14", "40719", "Aaron Niguez", "183853", "1989-04-26 00:00:00", "170.18", "143" ], [ "15", "75489", "Aaron Ramsey", "186561", "1990-12-26 00:00:00", "177.8", "154" ], [ "16", "597948", "Aaron Splaine", "226014", "1996-10-13 00:00:00", "172.72", "163" ], [ "17", "161644", "Aaron Taylor-Sinclair", "213569", "1991-04-08 00:00:00", "182.88", "176" ], [ "18", "23499", "Aaron Wilbraham", "2335", "1979-10-21 00:00:00", "190.5", "159" ], [ "19", "120919", "Aatif Chahechouhe", "187939", "1986-07-02 00:00:00", "175.26", "150" ], [ "20", "46447", "Abasse Ba", "156626", "1976-07-12 00:00:00", "187.96", "185" ], [ "21", "167027", "Abdelaziz Barrada", "192274", "1989-06-19 00:00:00", "177.8", "161" ], [ "22", "245653", "Abdelfettah Boukhriss", "202425", "1986-10-22 00:00:00", "185.42", "161" ], [ "23", "128456", "Abdelhamid El Kaoutari", "188145", "1990-03-17 00:00:00", "180.34", "161" ], [ "24", "42664", "Abdelkader Ghezzal", "178063", "1984-12-05 00:00:00", "182.88", "172" ], [ "25", "425950", "Abdellah Zoubir", "212934", "1991-12-05 00:00:00", "180.34", "161" ], [ "26", "38423", "Abdelmajid Oulmers", "52782", "1978-09-12 00:00:00", "172.72", "143" ], [ "27", "3264", "Abdelmalek Cherrad", "51868", "1981-01-14 00:00:00", "185.42", "165" ], [ "28", "467485", "Abdelmalek El Hasnaoui", "209399", "1994-02-09 00:00:00", "180.34", "159" ], [ "29", "306735", "Abdelouahed Chakhsi", "210504", "1986-10-01 00:00:00", "182.88", "170" ], [ "30", "41659", "Abderrazak Jadid", "149241", "1983-06-01 00:00:00", "177.8", "157" ], [ "31", "31684", "Abdeslam Ouaddou", "33022", "1978-11-01 00:00:00", "190.5", "181" ], [ "32", "32637", "Abdessalam Benjelloun", "177295", "1985-01-28 00:00:00", "187.96", "179" ], [ "33", "563215", "Abdou Diallo", "225711", "1996-05-04 00:00:00", "182.88", "159" ], [ "34", "41093", "Abdou Traore", "187048", "1988-01-17 00:00:00", "180.34", "174" ], [ "35", "564712", "Abdoul Ba", "225050", "1994-02-08 00:00:00", "200.66", "212" ], [ "36", "67334", "Abdoul Karim Yoda", "188232", "1988-10-25 00:00:00", "182.88", "161" ], [ "37", "173955", "Abdoul Razzagui Camara", "193953", "1990-02-20 00:00:00", "177.8", "157" ], [ "38", "39562", "Abdoulay Konko", "161999", "1984-03-09 00:00:00", "182.88", "157" ], [ "39", "191784", "Abdoulaye Ba", "204826", "1991-01-01 00:00:00", "198.12", "174" ], [ "40", "210400", "Abdoulaye Bamba", "199313", "1990-04-25 00:00:00", "182.88", "150" ], [ "41", "201915", "Abdoulaye Diaby", "202330", "1991-05-21 00:00:00", "172.72", "154" ], [ "42", "194479", "Abdoulaye Diallo Sadio,22", "204171", "1990-12-28 00:00:00", "182.88", "168" ], [ "43", "189181", "Abdoulaye Diallo", "197233", "1992-03-30 00:00:00", "187.96", "174" ], [ "44", "352887", "Abdoulaye Doucoure", "208135", "1993-01-01 00:00:00", "182.88", "165" ], [ "45", "40005", "Abdoulaye Faye", "100329", "1978-02-26 00:00:00", "187.96", "218" ], [ "46", "409003", "Abdoulaye Keita", "212280", "1994-01-05 00:00:00", "175.26", "165" ], [ "47", "37280", "Abdoulaye Meite", "41745", "1980-10-06 00:00:00", "185.42", "181" ], [ "48", "439366", "Abdoulaye Toure", "210450", "1994-03-03 00:00:00", "187.96", "170" ], [ "49", "148827", "Abdoulwahid Sissoko", "189568", "1990-03-20 00:00:00", "182.88", "165" ], [ "50", "173011", "Abdourahman Dampha", "197901", "1991-12-27 00:00:00", "182.88", "168" ], [ "51", "419681", "Abdul Aziz Tetteh", "190193", "1989-02-10 00:00:00", "182.88", "190" ], [ "52", "196947", "Abdul Majeed Waris", "198420", "1991-09-19 00:00:00", "172.72", "157" ], [ "53", "89405", "Abdul Osman", "184768", "1987-02-27 00:00:00", "182.88", "154" ], [ "54", "324910", "Abdul Rahman Baba", "209620", "1994-07-02 00:00:00", "177.8", "154" ], [ "55", "67952", "Abdul-Yakinu Iddi", "180316", "1986-05-25 00:00:00", "172.72", "146" ], [ "56", "31012", "Abdulkader Keita", "157191", "1981-08-06 00:00:00", "182.88", "172" ], [ "57", "176301", "Abdulla Fatadi", "210766", "1985-11-02 00:00:00", "175.26", "172" ], [ "58", "307227", "Abdullah Al Hafith", "207716", "1992-12-25 00:00:00", "187.96", "165" ], [ "59", "176302", "Abdullah Omar", "192670", "1987-01-01 00:00:00", "175.26", "157" ], [ "60", "525595", "Abdullahi Shehu", "229026", "1993-03-12 00:00:00", "180.34", "159" ], [ "61", "24385", "Abel Aguilar", "177974", "1985-01-06 00:00:00", "185.42", "176" ], [ "62", "29904", "Abel Gomez", "111085", "1982-02-20 00:00:00", "182.88", "165" ], [ "63", "105548", "Abel Hernandez", "188484", "1990-08-08 00:00:00", "185.42", "161" ], [ "64", "172875", "Abel Issa Camara", "208005", "1990-01-06 00:00:00", "185.42", "179" ], [ "65", "302985", "Abel Khaled", "207541", "1992-11-09 00:00:00", "180.34", "148" ], [ "66", "240556", "Abel Tamata", "202153", "1990-12-05 00:00:00", "182.88", "170" ], [ "67", "40938", "Abel", "17880", "1978-12-22 00:00:00", "177.8", "165" ], [ "68", "37422", "Abella Perez Damia", "159580", "1982-04-15 00:00:00", "187.96", "174" ], [ "69", "114503", "Abiola Dauda", "187175", "1988-02-03 00:00:00", "180.34", "165" ], [ "70", "27277", "Abou Diaby", "163423", "1986-05-11 00:00:00", "193.04", "168" ], [ "71", "181344", "Aboubacar Tandia", "138675", "1983-10-05 00:00:00", "193.04", "185" ], [ "72", "581141", "Aboubakar Kamara", "225541", "1995-03-07 00:00:00", "177.8", "168" ], [ "73", "80592", "Aboubakar Oumarou", "218548", "1987-04-01 00:00:00", "182.88", "168" ], [ "74", "165706", "Abraham Gonzalez", "159566", "1985-07-16 00:00:00", "177.8", "176" ], [ "75", "210453", "Abraham Guie Gneki", "199724", "1986-07-25 00:00:00", "180.34", "154" ], [ "76", "208635", "Abraham Kudemor", "202600", "1985-02-25 00:00:00", "182.88", "179" ], [ "77", "213695", "Abraham Minero", "198840", "1986-02-22 00:00:00", "175.26", "157" ], [ "78", "33715", "Abraham Paz Cruz", "114663", "1979-03-14 00:00:00", "177.8", "165" ], [ "79", "41489", "Achille Coser", "163901", "1982-07-14 00:00:00", "185.42", "174" ], [ "80", "25571", "Achille Emana", "112392", "1982-06-05 00:00:00", "180.34", "170" ], [ "81", "660145", "Achille Vaarnold", "229149", "1996-01-26 00:00:00", "175.26", "157" ], [ "82", "45960", "Achmed Ahahaoui", "171405", "1983-12-06 00:00:00", "177.8", "152" ], [ "83", "293235", "Achraf Lazaar", "206161", "1992-09-22 00:00:00", "182.88", "168" ], [ "84", "34487", "Aco Stojkov", "140730", "1983-04-29 00:00:00", "177.8", "165" ], [ "85", "26331", "Adailton", "158505", "1983-04-14 00:00:00", "190.5", "187" ], [ "86", "41749", "Adailton", "4769", "1977-01-24 00:00:00", "175.26", "161" ], [ "87", "495841", "Adalberto Penaranda", "231638", "1997-05-31 00:00:00", "182.88", "172" ], [ "88", "519835", "Adam Armstrong", "221841", "1997-02-10 00:00:00", "172.72", "152" ], [ "89", "68840", "Adam Banas", "189047", "1982-12-25 00:00:00", "185.42", "174" ], [ "90", "27534", "Adam Bodzek", "177129", "1985-09-07 00:00:00", "182.88", "174" ], [ "91", "157303", "Adam Bogdan", "184585", "1987-09-27 00:00:00", "193.04", "198" ], [ "92", "563198", "Adam Brown", "224355", "1995-06-09 00:00:00", "177.8", "141" ], [ "93", "557396", "Adam Buksa", "224438", "1996-07-12 00:00:00", "190.5", "172" ], [ "94", "365666", "Adam Campbell", "206567", "1995-01-01 00:00:00", "170.18", "161" ], [ "95", "180197", "Adam Collin", "53363", "1984-12-09 00:00:00", "190.5", "172" ], [ "96", "310346", "Adam Cummins", "200743", "1993-03-03 00:00:00", "187.96", "172" ], [ "97", "68962", "Adam Danch", "180440", "1987-12-15 00:00:00", "182.88", "179" ], [ "98", "429870", "Adam Deja", "212988", "1993-06-24 00:00:00", "185.42", "181" ], [ "99", "23133", "Adam Drury", "101882", "1978-08-29 00:00:00", "180.34", "161" ], [ "100", "420209", "Adam Drury", "205162", "1993-09-09 00:00:00", "177.8", "152" ] ]
Player
european_football_2
{ "column_descriptions": [ "the unique id for players", "the id of the player api", "player name", "the id of the player fifa api", "the player's birthday", "the player's height", "the player's weight" ], "column_names_cleaned": [ "id", "player api id", "player name", "player federation international football association api id", "birthday", "height", "weight" ], "column_types": [ "integer", "integer", "text", "integer", "text", "integer", "integer" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "country_id", "name" ], [ "1", "1", "Belgium Jupiler League" ], [ "1729", "1729", "England Premier League" ], [ "4769", "4769", "France Ligue 1" ], [ "7809", "7809", "Germany 1. Bundesliga" ], [ "10257", "10257", "Italy Serie A" ], [ "13274", "13274", "Netherlands Eredivisie" ], [ "15722", "15722", "Poland Ekstraklasa" ], [ "17642", "17642", "Portugal Liga ZON Sagres" ], [ "19694", "19694", "Scotland Premier League" ], [ "21518", "21518", "Spain LIGA BBVA" ], [ "24558", "24558", "Switzerland Super League" ] ]
League
european_football_2
{ "column_descriptions": [ "the unique id for leagues", "the unique id for countries", "league name" ], "column_names_cleaned": [ "id", "country id", "name" ], "column_types": [ "integer", "integer", "text" ], "foreign_keys": [ { "column_name": "country_id", "referenced_column_name": "id", "referenced_table_name": "Country" } ], "primary_key": [ "id" ] }
[ [ "id", "name" ], [ "1", "Belgium" ], [ "1729", "England" ], [ "4769", "France" ], [ "7809", "Germany" ], [ "10257", "Italy" ], [ "13274", "Netherlands" ], [ "15722", "Poland" ], [ "17642", "Portugal" ], [ "19694", "Scotland" ], [ "21518", "Spain" ], [ "24558", "Switzerland" ] ]
Country
european_football_2
{ "column_descriptions": [ "the unique id for countries", "country name" ], "column_names_cleaned": [ "id", "name" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "team_api_id", "team_fifa_api_id", "team_long_name", "team_short_name" ], [ "1", "9987", "673", "KRC Genk", "GEN" ], [ "2", "9993", "675", "Beerschot AC", "BAC" ], [ "3", "10000", "15005", "SV Zulte-Waregem", "ZUL" ], [ "4", "9994", "2007", "Sporting Lokeren", "LOK" ], [ "5", "9984", "1750", "KSV Cercle Brugge", "CEB" ], [ "6", "8635", "229", "RSC Anderlecht", "AND" ], [ "7", "9991", "674", "KAA Gent", "GEN" ], [ "8", "9998", "1747", "RAEC Mons", "MON" ], [ "9", "7947", "None", "FCV Dender EH", "DEN" ], [ "10", "9985", "232", "Standard de Liège", "STL" ], [ "11", "8203", "110724", "KV Mechelen", "MEC" ], [ "12", "8342", "231", "Club Brugge KV", "CLB" ], [ "13", "9999", "546", "KSV Roeselare", "ROS" ], [ "14", "8571", "100081", "KV Kortrijk", "KOR" ], [ "15", "4049", "None", "Tubize", "TUB" ], [ "16", "9996", "111560", "Royal Excel Mouscron", "MOU" ], [ "17", "10001", "681", "KVC Westerlo", "WES" ], [ "18", "9986", "670", "Sporting Charleroi", "CHA" ], [ "614", "9997", "680", "Sint-Truidense VV", "STT" ], [ "1034", "9989", "239", "Lierse SK", "LIE" ], [ "1042", "6351", "2013", "KAS Eupen", "EUP" ], [ "1513", "1773", "100087", "Oud-Heverlee Leuven", "O-H" ], [ "2004", "8475", "110913", "Waasland-Beveren", "WAA" ], [ "2476", "8573", "682", "KV Oostende", "OOS" ], [ "2510", "274581", "111560", "Royal Excel Mouscron", "MOP" ], [ "3457", "10260", "11", "Manchester United", "MUN" ], [ "3458", "10261", "13", "Newcastle United", "NEW" ], [ "3459", "9825", "1", "Arsenal", "ARS" ], [ "3460", "8659", "109", "West Bromwich Albion", "WBA" ], [ "3461", "8472", "106", "Sunderland", "SUN" ], [ "3462", "8650", "9", "Liverpool", "LIV" ], [ "3463", "8654", "19", "West Ham United", "WHU" ], [ "3464", "8528", "1917", "Wigan Athletic", "WIG" ], [ "3465", "10252", "2", "Aston Villa", "AVL" ], [ "3466", "8456", "10", "Manchester City", "MCI" ], [ "3467", "8668", "7", "Everton", "EVE" ], [ "3468", "8655", "3", "Blackburn Rovers", "BLB" ], [ "3469", "8549", "12", "Middlesbrough", "MID" ], [ "3470", "8586", "18", "Tottenham Hotspur", "TOT" ], [ "3471", "8559", "4", "Bolton Wanderers", "BOL" ], [ "3472", "10194", "1806", "Stoke City", "STK" ], [ "3473", "8667", "1952", "Hull City", "HUL" ], [ "3474", "9879", "144", "Fulham", "FUL" ], [ "3475", "8455", "5", "Chelsea", "CHE" ], [ "3476", "8462", "1790", "Portsmouth", "POR" ], [ "4218", "8658", "88", "Birmingham City", "BIR" ], [ "4225", "8602", "110", "Wolverhampton Wanderers", "WOL" ], [ "4234", "8191", "1796", "Burnley", "BUR" ], [ "4996", "8483", "1926", "Blackpool", "BLA" ], [ "5744", "10003", "1960", "Swansea City", "SWA" ], [ "5747", "10172", "15", "Queens Park Rangers", "QPR" ], [ "5756", "9850", "1792", "Norwich City", "NOR" ], [ "6504", "8466", "17", "Southampton", "SOU" ], [ "6509", "9798", "1793", "Reading", "REA" ], [ "7261", "9826", "1799", "Crystal Palace", "CRY" ], [ "7276", "8344", "1961", "Cardiff City", "CAR" ], [ "8021", "8197", "95", "Leicester City", "LEI" ], [ "8779", "8678", "1943", "Bournemouth", "BOU" ], [ "8784", "9817", "1795", "Watford", "WAT" ], [ "9537", "8583", "57", "AJ Auxerre", "AUX" ], [ "9538", "9830", "71", "FC Nantes", "NAN" ], [ "9539", "9827", "59", "Girondins de Bordeaux", "BOR" ], [ "9540", "7819", "210", "SM Caen", "CAE" ], [ "9541", "9746", "1738", "Le Havre AC", "LEH" ], [ "9542", "9831", "72", "OGC Nice", "NIC" ], [ "9543", "8682", "1739", "Le Mans FC", "LEM" ], [ "9544", "8689", "217", "FC Lorient", "LOR" ], [ "9545", "9748", "66", "Olympique Lyonnais", "LYO" ], [ "9546", "9941", "1809", "Toulouse FC", "TOU" ], [ "9547", "9829", "69", "AS Monaco", "MON" ], [ "9548", "9847", "73", "Paris Saint-Germain", "PSG" ], [ "9549", "8481", "1823", "AS Nancy-Lorraine", "NAN" ], [ "9550", "8639", "65", "LOSC Lille", "LIL" ], [ "9551", "9851", "74", "Stade Rennais FC", "REN" ], [ "9552", "8592", "219", "Olympique de Marseille", "MAR" ], [ "9553", "9874", "226", "FC Sochaux-Montbéliard", "SOC" ], [ "9554", "9855", "1805", "Grenoble Foot 38", "GRE" ], [ "9555", "9873", "110456", "Valenciennes FC", "VAL" ], [ "9556", "9853", "1819", "AS Saint-Étienne", "ETI" ], [ "10300", "8588", "64", "RC Lens", "LEN" ], [ "10309", "10249", "70", "Montpellier Hérault SC", "MON" ], [ "10312", "4170", "111376", "US Boulogne Cote D'Opale", "BOU" ], [ "11074", "108893", "111989", "AC Arles-Avignon", "ARL" ], [ "11076", "8521", "378", "Stade Brestois 29", "BRE" ], [ "11817", "8576", "614", "AC Ajaccio", "AJA" ], [ "11822", "4087", "111271", "Évian Thonon Gaillard FC", "ETG" ], [ "11825", "9836", "110569", "Dijon FCO", "DIJ" ], [ "12587", "9837", "379", "Stade de Reims", "REI" ], [ "12594", "7794", "58", "SC Bastia", "BAS" ], [ "12595", "10242", "294", "ES Troyes AC", "TRO" ], [ "13343", "9747", "62", "En Avant de Guingamp", "GUI" ], [ "14106", "8550", "68", "FC Metz", "MET" ], [ "14868", "8121", "1530", "Angers SCO", "ANG" ], [ "14876", "6391", "110316", "GFC Ajaccio", "GAJ" ], [ "15617", "9823", "21", "FC Bayern Munich", "BMU" ], [ "15618", "9790", "28", "Hamburger SV", "HAM" ], [ "15619", "8178", "32", "Bayer 04 Leverkusen", "LEV" ], [ "15620", "9789", "22", "Borussia Dortmund", "DOR" ], [ "15621", "10189", "34", "FC Schalke 04", "S04" ], [ "15622", "9904", "485", "Hannover 96", "HAN" ] ]
Team
european_football_2
{ "column_descriptions": [ "the unique id for teams", "the id of the team api", "the id of the team fifa api", "the team's long name", "the team's short name" ], "column_names_cleaned": [ "id", "team api id", "team federation international football association api id", "team long name", "team short name" ], "column_types": [ "integer", "integer", "integer", "text", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "team_fifa_api_id", "team_api_id", "date", "buildUpPlaySpeed", "buildUpPlaySpeedClass", "buildUpPlayDribbling", "buildUpPlayDribblingClass", "buildUpPlayPassing", "buildUpPlayPassingClass", "buildUpPlayPositioningClass", "chanceCreationPassing", "chanceCreationPassingClass", "chanceCreationCrossing", "chanceCreationCrossingClass", "chanceCreationShooting", "chanceCreationShootingClass", "chanceCreationPositioningClass", "defencePressure", "defencePressureClass", "defenceAggression", "defenceAggressionClass", "defenceTeamWidth", "defenceTeamWidthClass", "defenceDefenderLineClass" ], [ "1", "434", "9930", "2010-02-22 00:00:00", "60", "Balanced", "None", "Little", "50", "Mixed", "Organised", "60", "Normal", "65", "Normal", "55", "Normal", "Organised", "50", "Medium", "55", "Press", "45", "Normal", "Cover" ], [ "2", "434", "9930", "2014-09-19 00:00:00", "52", "Balanced", "48", "Normal", "56", "Mixed", "Organised", "54", "Normal", "63", "Normal", "64", "Normal", "Organised", "47", "Medium", "44", "Press", "54", "Normal", "Cover" ], [ "3", "434", "9930", "2015-09-10 00:00:00", "47", "Balanced", "41", "Normal", "54", "Mixed", "Organised", "54", "Normal", "63", "Normal", "64", "Normal", "Organised", "47", "Medium", "44", "Press", "54", "Normal", "Cover" ], [ "4", "77", "8485", "2010-02-22 00:00:00", "70", "Fast", "None", "Little", "70", "Long", "Organised", "70", "Risky", "70", "Lots", "70", "Lots", "Organised", "60", "Medium", "70", "Double", "70", "Wide", "Cover" ], [ "5", "77", "8485", "2011-02-22 00:00:00", "47", "Balanced", "None", "Little", "52", "Mixed", "Organised", "53", "Normal", "48", "Normal", "52", "Normal", "Organised", "47", "Medium", "47", "Press", "52", "Normal", "Cover" ], [ "6", "77", "8485", "2012-02-22 00:00:00", "58", "Balanced", "None", "Little", "62", "Mixed", "Organised", "45", "Normal", "70", "Lots", "55", "Normal", "Organised", "40", "Medium", "40", "Press", "60", "Normal", "Cover" ], [ "7", "77", "8485", "2013-09-20 00:00:00", "62", "Balanced", "None", "Little", "45", "Mixed", "Organised", "40", "Normal", "50", "Normal", "55", "Normal", "Organised", "42", "Medium", "42", "Press", "60", "Normal", "Cover" ], [ "8", "77", "8485", "2014-09-19 00:00:00", "58", "Balanced", "64", "Normal", "62", "Mixed", "Organised", "56", "Normal", "68", "Lots", "57", "Normal", "Organised", "41", "Medium", "42", "Press", "60", "Normal", "Cover" ], [ "9", "77", "8485", "2015-09-10 00:00:00", "59", "Balanced", "64", "Normal", "53", "Mixed", "Organised", "51", "Normal", "72", "Lots", "63", "Normal", "Free Form", "49", "Medium", "45", "Press", "63", "Normal", "Cover" ], [ "10", "614", "8576", "2010-02-22 00:00:00", "60", "Balanced", "None", "Little", "40", "Mixed", "Organised", "45", "Normal", "35", "Normal", "55", "Normal", "Organised", "30", "Deep", "70", "Double", "30", "Narrow", "Offside Trap" ], [ "11", "614", "8576", "2011-02-22 00:00:00", "65", "Balanced", "None", "Little", "45", "Mixed", "Organised", "65", "Normal", "65", "Normal", "50", "Normal", "Organised", "45", "Medium", "45", "Press", "50", "Normal", "Cover" ], [ "12", "614", "8576", "2012-02-22 00:00:00", "59", "Balanced", "None", "Little", "52", "Mixed", "Organised", "48", "Normal", "34", "Normal", "52", "Normal", "Organised", "38", "Medium", "47", "Press", "53", "Normal", "Cover" ], [ "13", "614", "8576", "2013-09-20 00:00:00", "59", "Balanced", "None", "Little", "52", "Mixed", "Organised", "48", "Normal", "34", "Normal", "52", "Normal", "Organised", "38", "Medium", "47", "Press", "53", "Normal", "Cover" ], [ "14", "614", "8576", "2014-09-19 00:00:00", "59", "Balanced", "57", "Normal", "52", "Mixed", "Organised", "48", "Normal", "38", "Normal", "52", "Normal", "Organised", "38", "Medium", "47", "Press", "53", "Normal", "Cover" ], [ "15", "614", "8576", "2015-09-10 00:00:00", "59", "Balanced", "57", "Normal", "52", "Mixed", "Organised", "48", "Normal", "38", "Normal", "52", "Normal", "Organised", "38", "Medium", "47", "Press", "53", "Normal", "Cover" ], [ 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"Normal", "Cover" ], [ "95", "240", "9906", "2010-02-22 00:00:00", "64", "Balanced", "None", "Little", "30", "Short", "Free Form", "65", "Normal", "50", "Normal", "70", "Lots", "Free Form", "70", "High", "34", "Press", "55", "Normal", "Offside Trap" ], [ "96", "240", "9906", "2011-02-22 00:00:00", "57", "Balanced", "None", "Little", "54", "Mixed", "Organised", "58", "Normal", "69", "Lots", "79", "Lots", "Organised", "58", "Medium", "48", "Press", "54", "Normal", "Cover" ], [ "97", "240", "9906", "2012-02-22 00:00:00", "47", "Balanced", "None", "Little", "51", "Mixed", "Organised", "67", "Risky", "63", "Normal", "54", "Normal", "Organised", "52", "Medium", "37", "Press", "55", "Normal", "Cover" ], [ "98", "240", "9906", "2013-09-20 00:00:00", "47", "Balanced", "None", "Little", "51", "Mixed", "Organised", "70", "Risky", "65", "Normal", "54", "Normal", "Organised", "52", "Medium", "37", "Press", "55", "Normal", "Cover" ], [ "99", "240", "9906", "2014-09-19 00:00:00", "47", "Balanced", "52", "Normal", "51", "Mixed", "Organised", "67", "Risky", "67", "Lots", "54", "Normal", "Organised", "52", "Medium", "37", "Press", "55", "Normal", "Cover" ], [ "100", "240", "9906", "2015-09-10 00:00:00", "57", "Balanced", "50", "Normal", "50", "Mixed", "Organised", "61", "Normal", "62", "Normal", "49", "Normal", "Organised", "49", "Medium", "42", "Press", "52", "Normal", "Cover" ] ]
Team_Attributes
european_football_2
{ "column_descriptions": [ "the unique id for teams", "the id of the team fifa api", "the id of the team api", "Date", "the speed in which attacks are put together", "the speed class", "the tendency/ frequency of dribbling", "the dribbling class", "affects passing distance and support from teammates", "the passing class", "A team's freedom of movement in the 1st two thirds of the pitch", "Amount of risk in pass decision and run support", "the chance creation passing class", "The tendency / frequency of crosses into the box", "the chance creation crossing class", "The tendency / frequency of shots taken", "the chance creation shooting class", "A team’s freedom of movement in the final third of the pitch", "Affects how high up the pitch the team will start pressuring", "the defence pressure class", "Affect the team’s approach to tackling the ball possessor", "the defence aggression class", "Affects how much the team will shift to the ball side", "the defence team width class", "Affects the shape and strategy of the defence" ], "column_names_cleaned": [ "id", "team federation international football association api id", "team api id", "date", "build Up Play Speed", "build Up Play Speed Class", "build Up Play Dribbling", "build Up Play Dribbling Class", "build Up Play Passing", "build Up Play Passing Class", "build Up Play Positioning Class", "chance Creation Passing", "chance Creation Passing Class", "chance Creation Crossing", "chance Creation Crossing Class", "chance Creation Shooting", "chance Creation Shooting Class", "chance Creation Positioning Class", "defence Pressure", "defence Pressure Class", "defence Aggression", "defence Aggression Class", "defence Team Width", "defence Team Width Class", "defence Defender Line Class" ], "column_types": [ "integer", "integer", "integer", "text", "integer", "text", "integer", "text", "integer", "text", "text", "integer", "text", "integer", "text", "integer", "text", "text", "integer", "text", "integer", "text", "integer", "text", "text" ], "foreign_keys": [ { "column_name": "team_api_id", "referenced_column_name": "team_api_id", "referenced_table_name": "Team" }, { "column_name": "team_fifa_api_id", "referenced_column_name": "team_fifa_api_id", "referenced_table_name": "Team" } ], "primary_key": [ "id" ] }
[ [ "id", "country_id", "league_id", "season", "stage", "date", "match_api_id", "home_team_api_id", "away_team_api_id", "home_team_goal", "away_team_goal", "home_player_X1", "home_player_X2", "home_player_X3", "home_player_X4", "home_player_X5", "home_player_X6", "home_player_X7", "home_player_X8", "home_player_X9", "home_player_X10", "home_player_X11", "away_player_X1", "away_player_X2", "away_player_X3", "away_player_X4", "away_player_X5", "away_player_X6", "away_player_X7", "away_player_X8", "away_player_X9", "away_player_X10", "away_player_X11", "home_player_Y1", "home_player_Y2", "home_player_Y3", "home_player_Y4", "home_player_Y5", "home_player_Y6", "home_player_Y7", "home_player_Y8", "home_player_Y9", "home_player_Y10", "home_player_Y11", "away_player_Y1", "away_player_Y2", "away_player_Y3", "away_player_Y4", "away_player_Y5", "away_player_Y6", "away_player_Y7", "away_player_Y8", "away_player_Y9", "away_player_Y10", "away_player_Y11", "home_player_1", "home_player_2", "home_player_3", "home_player_4", "home_player_5", "home_player_6", "home_player_7", "home_player_8", "home_player_9", "home_player_10", "home_player_11", "away_player_1", "away_player_2", "away_player_3", "away_player_4", "away_player_5", "away_player_6", "away_player_7", "away_player_8", "away_player_9", "away_player_10", "away_player_11", "goal", "shoton", "shotoff", "foulcommit", "card", "cross", "corner", "possession", "B365H", "B365D", "B365A", "BWH", "BWD", "BWA", "IWH", "IWD", "IWA", "LBH", "LBD", "LBA", "PSH", "PSD", "PSA", "WHH", "WHD", "WHA", "SJH", "SJD", "SJA", "VCH", "VCD", "VCA", "GBH", "GBD", "GBA", "BSH", "BSD", "BSA" ], [ "1", "1", "1", "2008/2009", "1", "2008-08-17 00:00:00", "492473", "9987", "9993", "1", "1", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.73", "3.4", "5.0", "1.75", "3.35", "4.2", "1.85", "3.2", "3.5", "1.8", "3.3", "3.75", "None", "None", "None", "1.7", "3.3", "4.33", "1.9", "3.3", "4.0", "1.65", "3.4", "4.5", "1.78", "3.25", "4.0", "1.73", "3.4", "4.2" ], [ "2", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492474", "10000", "9994", "0", "0", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.95", "3.2", "3.6", "1.8", "3.3", "3.95", "1.9", "3.2", "3.5", "1.9", "3.2", "3.5", "None", "None", "None", "1.83", "3.3", "3.6", "1.95", "3.3", "3.8", "2.0", "3.25", "3.25", "1.85", "3.25", "3.75", "1.91", "3.25", "3.6" ], [ "3", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492475", "9984", "8635", "0", "3", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.38", "3.3", "2.75", "2.4", "3.3", "2.55", "2.6", "3.1", "2.3", "2.5", "3.2", "2.5", "None", "None", "None", "2.5", "3.25", "2.4", "2.63", "3.3", "2.5", "2.35", "3.25", "2.65", "2.5", "3.2", "2.5", "2.3", "3.2", "2.75" ], [ "4", "1", "1", "2008/2009", "1", "2008-08-17 00:00:00", "492476", "9991", "9998", "5", "0", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.44", "3.75", "7.5", "1.4", "4.0", "6.8", "1.4", "3.9", "6.0", "1.44", "3.6", "6.5", "None", "None", "None", "1.44", "3.75", "6.0", "1.44", "4.0", "7.5", "1.45", "3.75", "6.5", "1.5", "3.75", "5.5", "1.44", "3.75", "6.5" ], [ "5", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492477", "7947", "9985", "1", "3", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "5.0", "3.5", "1.65", "5.0", "3.5", "1.6", "4.0", "3.3", "1.7", "4.0", "3.4", "1.72", "None", "None", "None", "4.2", "3.4", "1.7", "4.5", "3.5", "1.73", "4.5", "3.4", "1.65", "4.5", "3.5", "1.65", "4.75", "3.3", "1.67" ], [ "6", "1", "1", "2008/2009", "1", "2008-09-24 00:00:00", "492478", "8203", "8342", "1", "1", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "4.75", "3.4", "1.67", "4.85", "3.4", "1.65", "3.7", "3.2", "1.8", "5.0", "3.25", "1.62", "None", "None", "None", "4.2", "3.4", "1.7", "5.5", "3.75", "1.67", "4.35", "3.4", "1.7", "4.5", "3.4", "1.7", "None", "None", "None" ], [ "7", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492479", "9999", "8571", "2", "2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.1", "3.2", "3.3", "2.05", "3.25", "3.15", "1.85", "3.2", "3.5", "1.83", "3.3", "3.6", "None", "None", "None", "1.83", "3.3", "3.6", "1.91", "3.4", "3.6", "2.1", "3.25", "3.0", "1.85", "3.25", "3.75", "2.1", "3.25", "3.1" ], [ "8", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492480", "4049", "9996", "1", "2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "3.2", "3.4", "2.2", "2.55", "3.3", "2.4", "2.4", "3.2", "2.4", "2.5", "3.2", "2.5", "None", "None", "None", "2.7", "3.25", "2.25", "2.6", "3.4", "2.4", "2.8", "3.25", "2.25", "2.8", "3.2", "2.25", "2.88", "3.25", "2.2" ], [ "9", "1", "1", "2008/2009", "1", "2008-08-16 00:00:00", "492481", "10001", "9986", "1", "0", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.25", "3.25", "2.88", "2.3", "3.25", "2.7", "2.1", "3.1", "3.0", "2.25", "3.2", "2.75", "None", "None", "None", "2.2", "3.25", "2.75", "2.2", "3.3", "3.1", "2.25", "3.25", "2.8", "2.2", "3.3", "2.8", "2.25", "3.2", "2.8" ], [ "10", "1", "1", "2008/2009", "10", "2008-11-01 00:00:00", "492564", "8342", "8571", "4", "1", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.3", "5.25", "9.5", "1.25", "5.0", "10.0", "1.3", "4.2", "8.0", "1.25", "4.5", "10.0", "None", "None", "None", "1.35", "4.2", "7.0", "1.27", "5.0", "10.0", "1.3", "4.35", "8.5", "1.25", "5.0", "10.0", "1.29", "4.5", "9.0" ], [ "11", "1", "1", "2008/2009", "10", "2008-10-31 00:00:00", "492565", "9985", "9986", "1", "2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", 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"None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.9", "3.2", "2.25", "2.85", "3.25", "2.2", "2.5", "3.2", "2.3", "2.75", "3.25", "2.2", "None", "None", "None", "2.8", "3.25", "2.2", "3.0", "3.2", "2.3", "2.7", "3.2", "2.35", "2.75", "3.2", "2.35", "2.8", "3.2", "2.25" ], [ "97", "1", "1", "2008/2009", "19", "2009-01-24 00:00:00", "492814", "8203", "9996", "2", "2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.3", "3.25", "2.8", "2.25", "3.2", "2.85", "2.2", "3.2", "2.75", "2.2", "3.25", "2.75", "None", "None", "None", "2.3", "3.25", "2.6", "2.3", "3.2", "3.0", "2.3", "3.2", "2.8", "2.3", "3.2", "2.85", "2.3", "3.2", "2.75" ], [ "98", "1", "1", "2008/2009", "19", "2009-01-24 00:00:00", "492817", "9984", "8571", "0", "1", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.57", "3.6", "5.25", "1.5", "3.65", "5.75", "1.55", "3.5", "4.8", "1.57", "3.5", "5.0", "None", "None", "None", "1.57", "3.5", "5.0", "1.57", "3.75", "5.5", "1.55", "3.5", "5.5", "1.57", "3.5", "5.5", "1.53", "3.6", "5.5" ], [ "99", "1", "1", "2008/2009", "19", "2009-01-24 00:00:00", "492819", "7947", "9993", "0", "1", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "3.2", "3.25", "2.1", "2.75", "3.2", "2.3", "2.5", "3.2", "2.3", "2.6", "3.2", "2.37", "None", "None", "None", "2.5", "3.25", "2.4", "3.0", "3.25", "2.25", "2.9", "3.2", "2.25", "2.85", "3.2", "2.3", "2.88", "3.2", "2.2" ], [ "100", "1", "1", "2008/2009", "2", "2008-10-29 00:00:00", "492482", "8342", "10000", "2", "0", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.33", "4.5", "8.0", "1.32", "4.5", "8.0", "1.3", "4.2", "8.0", "1.33", "4.0", "8.0", "None", "None", "None", "1.35", "4.2", "7.0", "1.4", "4.5", "8.0", "1.33", "4.35", "8.0", "1.4", "4.25", "7.5", "1.4", "4.0", "7.0" ] ]
Match
european_football_2
{ "column_descriptions": [ "the unique id for matches", "country id", "league id", "the season of the match", "the stage of the match", "the date of the match", "the id of the match api", "the id of the home team api", "the id of the away team api", "the goal of the home team", "the goal of the away team", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "the goal of the match", "the shot on goal of the match", "the shot off goal of the match, which is the opposite of shot on", "the fouls occurred in the match", "the cards given in the match", "Balls sent into the opposition team's area from a wide position in the match", "Ball goes out of play for a corner kick in the match", "The duration from a player taking over the ball in the match", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan", "nan" ], "column_names_cleaned": [ "id", "country id", "league id", "season", "stage", "date", "match api id", "home team api id", "away team api id", "home team goal", "away team goal", "home_player_X1", "home_player_X2", "home_player_X3", "home_player_X4", "home_player_X5", "home_player_X6", "home_player_X7", "home_player_X8", "home_player_X9", "home_player_X10", "home_player_X11", "away_player_X1", "away_player_X2", "away_player_X3", "away_player_X4", "away_player_X5", "away_player_X6", "away_player_X7", "away_player_X8", "away_player_X9", "away_player_X10", "away_player_X11", "home_player_Y1", "home_player_Y2", "home_player_Y3", "home_player_Y4", "home_player_Y5", "home_player_Y6", "home_player_Y7", "home_player_Y8", "home_player_Y9", "home_player_Y10", "home_player_Y11", "away_player_Y1", "away_player_Y2", "away_player_Y3", "away_player_Y4", "away_player_Y5", "away_player_Y6", "away_player_Y7", "away_player_Y8", "away_player_Y9", "away_player_Y10", "away_player_Y11", "home_player_1", "home_player_2", "home_player_3", "home_player_4", "home_player_5", "home_player_6", "home_player_7", "home_player_8", "home_player_9", "home_player_10", "home_player_11", "away_player_1", "away_player_2", "away_player_3", "away_player_4", "away_player_5", "away_player_6", "away_player_7", "away_player_8", "away_player_9", "away_player_10", "away_player_11", "goal", "shot on", "shot off", "foul commit", "card", "cross", "corner", "possession", "B365H", "B365D", "B365A", "BWH", "BWD", "BWA", "IWH", "IWD", "IWA", "LBH", "LBD", "LBA", "PSH", "PSD", "PSA", "WHH", "WHD", "WHA", "SJH", "SJD", "SJA", "VCH", "VCD", "VCA", "GBH", "GBD", "GBA", "BSH", "BSD", "BSA" ], "column_types": [ "integer", "integer", "integer", "text", "integer", "text", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "text", "text", "text", "text", "text", "text", "text", "text", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real", "real" ], "foreign_keys": [ { "column_name": "away_player_11", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_10", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_9", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_8", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_7", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_6", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_5", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_4", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_3", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_2", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_player_1", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_11", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_10", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_9", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_8", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_7", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_6", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_5", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_4", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_3", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_2", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "home_player_1", "referenced_column_name": "player_api_id", "referenced_table_name": "Player" }, { "column_name": "away_team_api_id", "referenced_column_name": "team_api_id", "referenced_table_name": "Team" }, { "column_name": "home_team_api_id", "referenced_column_name": "team_api_id", "referenced_table_name": "Team" } ], "primary_key": [ "id" ] }
[ [ "ID", "Examination Date", "aCL IgG", "aCL IgM", "ANA", "ANA Pattern", "aCL IgA", "Diagnosis", "KCT", "RVVT", "LAC", "Symptoms", "Thrombosis" ], [ "14872", "1997-05-27", "1.3", "1.6", "256", "P", "0", "MCTD, AMI", "None", "None", "-", "AMI", "1" ], [ "48473", "1992-12-21", "4.3", "4.6", "256", "P,S", "3", "SLE", "-", "-", "-", "None", "0" ], [ "102490", "1995-04-20", "2.3", "2.5", "0", "None", "4", "PSS", "None", "None", "None", "None", "0" ], [ "108788", "1997-05-06", "0.0", "0.0", "16", "S", "0", "None", "None", "None", "-", "None", "0" ], [ "122405", "1998-04-02", "0.0", "4.0", "4", "P", "0", "SLE, SjS, vertigo", "None", "None", "None", "None", "0" ], [ "133382", "1996-10-17", "1.0", "2.4", "1024", "S", "0", "SLE", "-", "-", "-", "None", "0" ], [ "163109", "1997-07-01", "6.1", "9.5", "4096", "S", "9", "None", "-", "+", "+", "CNS lupus", "2" ], [ "174116", "1995-11-13", "3.7", "3.0", "256", "P", "12", "SLE, AIHA", "+", "+", "+", "None", "0" ], [ "189721", "1997-03-10", "0.0", "0.0", "16", "P,S", "0", "Raynaud", "None", "None", "None", "None", "0" ], [ "191207", "1997-03-17", "1.7", "0.0", "16", "P", "23", "Cryoglobulin, RA", "None", "None", "None", "Apo", "1" ], [ "243664", "1995-07-20", "0.0", "0.8", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "255934", "1995-07-13", "0.0", "0.0", "16", "S", "0", "None", "None", "None", "None", "None", "0" ], [ "283032", "1993-11-12", "5.1", "4.1", "16", "S", "3", "SLE, ITP, LA(-)", "-", "-", "-", "None", "0" ], [ "298520", "1998-01-09", "0.0", "6.1", "64", "P", "9", "Behcet, SjS susp", "None", "None", "None", "None", "0" ], [ "345561", "1995-07-18", "0.7", "1.3", "0", "None", "5", "None", "None", "None", "None", "None", "0" ], [ "355009", "1997-04-07", "19.3", "2.1", "64", "P,S", "5", "SLE, SjS, ITP", "+", "+", "+", "None", "0" ], [ "395524", "1998-03-06", "0.0", "1.8", "0", "None", "0", "PSS, SjS, IP", "None", "None", "None", "None", "0" ], [ "406320", "1995-04-13", "10.4", "1.9", "None", "None", "0", "SLE+ABN+AP", "-", "-", "-", "AP", "1" ], [ "424396", "1997-01-27", "1.1", "1.5", "16", "P", "0", "SLE", "None", "None", "None", "None", "0" ], [ "435459", "1997-04-08", "0.0", "4.0", "256", "P,S", "0", "SLE", "-", "-", "-", "None", "0" ], [ "448260", "1995-08-03", "3.9", "1.2", "0", "None", "3", "None", "None", "None", "None", "None", "0" ], [ "453888", "1995-09-08", "0.0", "2.3", "1024", "S", "8", "None", "None", "None", "None", "None", "0" ], [ "460574", "1993-09-30", "1.3", "2.0", "64", "S", "3", "SLE+ABN+LIVER D+PM0", "-", "-", "-", "None", "0" ], [ "468770", "1995-03-14", "1.2", "0.0", "64", "S", "2", "None", "None", "None", "None", "None", "0" ], [ "489078", "1996-10-01", "0.0", "2.5", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "539395", "1995-05-25", "0.0", "1.8", "0", "None", "2", "None", "None", "None", "None", "None", "0" ], [ "568627", "1996-03-12", "1.8", "1.6", "0", "None", "4", "None", "-", "-", "-", "None", "0" ], [ "645850", "1995-06-06", "0.0", "4.9", "0", "None", "3", "None", "None", "None", "None", "None", "0" ], [ "698506", "1995-06-01", "1.5", "1.6", "0", "None", "3", "None", "None", "None", "None", "None", "0" ], [ "707103", "1997-05-13", "0.0", "2.3", "0", "None", "0", "FUO", "None", "None", "None", "None", "0" ], [ "714310", "1998-03-30", "20.2", "2.3", "16", "P", "6", "SjS", "None", "None", "-", "None", "0" ], [ "725659", "1996-04-16", "0.8", "1.3", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "756248", "1997-07-28", "0.8", "2.0", "16", "S", "0", "None", "None", "None", "None", "None", "0" ], [ "762449", "None", "1.2", "1.7", "4096", "P,S", "3", "MCTD", "None", "None", "-", "None", "0" ], [ "768782", "1996-07-29", "0.0", "2.3", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "807760", "1995-04-24", "2.9", "1.4", "256", "S", "6", "None", "None", "None", "None", "None", "0" ], [ "821298", "1995-06-19", "1.9", "1.9", "4096", "S", "7", "SLE", "+", "-", "+", "None", "0" ], [ "863155", "1993-10-05", "0.0", "3.1", "1024", "S", "2", "SLE, SjS", "-", "-", "-", "None", "0" ], [ "877321", "1996-04-04", "0.8", "1.4", "0", "None", "0", "None", "-", "-", "-", "None", "0" ], [ "933793", "1995-09-04", "0.0", "1.8", "64", "S", "0", "PSS(CREST)", "None", "None", "None", "None", "0" ], [ "1043520", "1995-04-24", "2.9", "145.3", "4096", "P,S", "1", "SjS, SLE, APS", "-", "-", "-", "None", "0" ], [ "1043570", "1993-10-04", "2.4", "1.7", "0", "None", "1", "SLE", "-", "-", "-", "None", "0" ], [ "1061070", "1998-01-29", "0.0", "3.1", "1024", "S", "5", "IPH, DM", "None", "None", "None", "None", "0" ], [ "1066090", "1996-09-19", "0.0", "3.4", "256", "P", "0", "SLE", "-", "-", "-", "None", "0" ], [ "1072770", "1996-07-22", "0.7", "2.7", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "1115030", "1996-06-27", "0.6", "0.0", "64", "P", "2", "None", "None", "None", "None", "None", "0" ], [ "1124380", "1998-01-19", "0.0", "0.0", "16", "P", "0", "SjS", "None", "None", "None", "thrombocytepenia", "3" ], [ "1130010", "1996-04-12", "59.6", "4.8", "4", "P", "255", "SLE", "None", "None", "-", "None", "0" ], [ "1180510", "1996-06-10", "0.0", "2.2", "4096", "D,P,S", "9", "SjS", "None", "None", "None", "None", "0" ], [ "1192590", "1996-03-01", "48.5", "7.5", "64", "P", "11", "APS", "-", "-", "-", "abortion", "1" ], [ "1232210", "1998-01-30", "0.0", "9.1", "16", "P", "0", "SLE", "+", "+", "+", "thrombocytopenia", "3" ], [ "1320220", "1996-05-07", "1.0", "1.8", "0", "None", "8", "SjS", "None", "None", "None", "None", "0" ], [ "1364180", "1996-08-05", "0.0", "3.4", "4", "P", "4", "None", "None", "None", "None", "None", "0" ], [ "1403830", "1996-03-18", "0.8", "13.8", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "1417730", "1994-05-02", "3.4", "1.6", "256", "S", "8", "SLE", "+", "-", "+", "None", "0" ], [ "1430760", "1994-11-15", "2.0", "3.2", "64", "S", "0", "SLE", "-", "-", "-", "CNS lupus", "2" ], [ "1445620", "1997-08-28", "1.0", "4.8", "4", "S", "0", "None", "None", "None", "None", "None", "0" ], [ "1462440", "1997-01-26", "25.7", "2.0", "1024", "P,S", "69", "SLE", "+", "+", "+", "None", "0" ], [ "1464230", "1998-02-02", "0.8", "74.6", "256", "P", "13", "APS", "None", "None", "+", "None", "0" ], [ "1547850", "1997-05-29", "1.1", "1.7", "64", "S", "0", "vasculitis", "None", "None", "-", "None", "0" ], [ "1563640", "1995-09-07", "5.7", "19.7", "0", "None", "4", "None", "-", "-", "-", "None", "0" ], [ "1567380", "1993-09-27", "1.4", "1.9", "256", "S", "10", "SLE", "-", "+", "+", "thrombophlebitis", "1" ], [ "1599450", "1995-07-28", "0.0", "1.0", "4", "P", "0", "SjS", "None", "None", "None", "None", "0" ], [ "1618730", "1995-03-20", "1.7", "1.7", "16", "S", "3", "None", "-", "-", "-", "None", "0" ], [ "1642910", "1996-06-24", "0.7", "9.6", "16", "P", "7", "None", "None", "None", "None", "None", "0" ], [ "1644440", "1996-01-12", "1.1", "1.6", "256", "P,S", "8", "SLE", "+", "+", "+", "thrombophlebitis", "1" ], [ "1665880", "1997-07-08", "1.2", "2.5", "64", "S", "7", "SLE, SjS, Chorea", "+", "-", "+", "None", "0" ], [ "1673250", "1996-10-17", "1.3", "68.3", "1024", "P,S", "10", "SLE", "None", "None", "None", "None", "0" ], [ "1757530", "1995-06-08", "0.0", "2.1", "0", "None", "0", "Behcet", "None", "None", "None", "None", "0" ], [ "1782050", "1996-07-23", "0.7", "1.6", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "1787610", "1997-06-17", "1.1", "3.2", "64", "S", "6", "PSS, MCTD", "None", "None", "None", "None", "0" ], [ "1792500", "1998-01-06", "65.4", "2.9", "1024", "P,S", "4", "SLE, APS", "None", "None", "None", "None", "0" ], [ "1807000", "1996-01-09", "1.0", "10.7", "1024", "S", "9", "SLE", "-", "-", "-", "thrombosis of lower extremities", "1" ], [ "1808560", "1998-03-02", "7.3", "1.0", "64", "S", "7", "Pleuritis", "None", "None", "None", "None", "0" ], [ "1886710", "1996-06-10", "0.0", "2.0", "1024", "P,S", "8", "SLE", "None", "None", "None", "None", "0" ], [ "1913400", "1989-04-18", "4.5", "9.6", "4", "S", "10", "SLE, SjS, BFP", "None", "None", "None", "None", "0" ], [ "1936680", "1995-05-30", "1150.7", "23.7", "64", "P,S", "47", "abortion", "+", "+", "+", "abortion, epilepsy", "1" ], [ "1945620", "1997-05-29", "0.9", "27.7", "0", "None", "0", "MCTD, preg", "None", "None", "None", "None", "0" ], [ "2038780", "1996-06-17", "7.66", "60.2", "4096", "P,S", "17", "SLE, PM, SjS, BOOP", "-", "+", "+", "None", "0" ], [ "2086340", "1995-04-13", "0.0", "2.0", "4", "P", "0", "None", "None", "None", "None", "None", "0" ], [ "2094060", "1995-12-19", "0.0", "10.0", "16", "P", "7", "PN", "None", "None", "None", "None", "0" ], [ "2098730", "1996-05-14", "0.8", "3.6", "64", "P.S", "50", "SLE, depression", "None", "None", "None", "None", "0" ], [ "2115060", "1995-05-15", "1.2", "2.2", "0", "None", "3", "Behcet (neuro)", "-", "-", "-", "None", "0" ], [ "2119160", "1992-06-08", "7.5", "4.7", "1024", "S", "67", "AGA", "None", "None", "None", "None", "0" ], [ "2158970", "1998-02-13", "0.0", "2.4", "16", "P", "0", "SjS susp", "None", "None", "None", "None", "0" ], [ "2160380", "1993-01-25", "7.6", "1.6", "64", "S", "4", "SLE, SjS", "None", "None", "-", "None", "0" ], [ "2192020", "1996-05-13", "1.9", "1.7", "64", "S", "0", "None", "None", "None", "None", "None", "0" ], [ "2291750", "1997-03-11", "1.5", "0.0", "4", "P", "0", "Collagen susp", "None", "None", "None", "None", "0" ], [ "2318600", "1996-02-29", "1.0", "1.7", "16", "S,P", "0", "None", "None", "None", "None", "None", "0" ], [ "2333450", "1996-08-27", "1.4", "3.1", "16", "S", "14", "SLE", "-", "-", "-", "thrombocytopenia", "3" ], [ "2340310", "1995-04-18", "2.0", "2.0", "4096", "S,P", "5", "SLE", "None", "None", "None", "None", "0" ], [ "2352510", "1995-08-01", "0.0", "0.6", "0", "None", "0", "SjS", "None", "None", "None", "None", "0" ], [ "2371750", "1995-05-01", "1.4", "2.7", "4", "None", "0", "RA, IP", "None", "None", "None", "None", "0" ], [ "2395150", "1997-07-01", "0.0", "4.0", "16", "S", "2", "SLE, SgtIII", "-", "-", "-", "None", "0" ], [ "2409160", "1997-08-04", "0.0", "1.9", "0", "None", "0", "None", "-", "-", "-", "None", "0" ], [ "2424590", "1995-09-25", "1.4", "1.6", "0", "None", "4", "None", "None", "None", "None", "None", "0" ], [ "2495750", "1993-10-04", "2.3", "1.7", "4096", "S,D", "0", "SLE", "-", "-", "-", "thrombocytopenia", "3" ], [ "2503320", "1996-01-04", "2.8", "21.0", "None", "None", "4", "None", "None", "None", "None", "None", "0" ], [ "2528310", "1995-04-07", "0.0", "1.1", "0", "None", "0", "None", "None", "None", "None", "None", "0" ], [ "2533270", "1997-03-04", "17.3", "145.1", "1024", "P", "9", "SLE, SjS, APS", "None", "None", "None", "epilepsy", "1" ] ]
Examination
thrombosis_prediction
{ "column_descriptions": [ "identification of the patient", "Examination Date", "anti-Cardiolipin antibody (IgG) concentration", "anti-Cardiolipin antibody (IgM) concentration", "anti-nucleus antibody concentration", "pattern observed in the sheet of ANA examination", "anti-Cardiolipin antibody (IgA) concentration", "disease names", "measure of degree of coagulation", "measure of degree of coagulation", "measure of degree of coagulation", "other symptoms observed", "degree of thrombosis" ], "column_names_cleaned": [ "ID", "Examination Date", "anti-Cardiolipin antibody (IgG)", "anti-Cardiolipin antibody (IgM)", "anti-nucleus antibody", "pattern observed in the sheet of ANA examination", "anti-Cardiolipin antibody (IgA) concentration", "Diagnosis", "measure of degree of coagulation", "measure of degree of coagulation", "measure of degree of coagulation", "Symptoms", "Thrombosis" ], "column_types": [ "integer", "date", "real", "real", "integer", "text", "integer", "text", "text", "text", "text", "text", "integer" ], "foreign_keys": [ { "column_name": "ID", "referenced_column_name": "ID", "referenced_table_name": "Patient" } ], "primary_key": [] }
[ [ "ID", "SEX", "Birthday", "Description", "First Date", "Admission", "Diagnosis" ], [ "2110", "F", "1934-02-13", "1994-02-14", "1993-02-10", "+", "RA susp." ], [ "11408", "F", "1937-05-02", "1996-12-01", "1973-01-01", "+", "PSS" ], [ "12052", "F", "1956-04-14", "1991-08-13", "None", "+", "SLE" ], [ "14872", "F", "1953-09-21", "1997-08-13", "None", "+", "MCTD" ], [ "27654", "F", "1936-03-25", "None", "1992-02-03", "+", "RA, SLE susp" ], [ "30609", "F", "1944-07-13", "1991-08-13", "None", "-", "SLE, MCTD" ], [ "43003", "M", "1937-11-24", "1994-03-08", "1994-03-08", "-", "Raynaud's phenomenon" ], [ "48473", "F", "1948-10-07", "1997-08-13", "None", "+", "SLE" ], [ "52199", "F", "1954-03-16", "None", "None", "-", "PM/DM" ], [ "57266", "M", "1923-07-25", "1997-02-03", "1993-02-05", "+", "RA" ], [ "58139", "F", "1972-12-23", "None", "None", "-", "SJS" ], [ "71417", "F", "1929-10-20", "1996-12-03", "1995-06-20", "-", "RA" ], [ "81043", "M", "1967-03-25", "None", "None", "-", "MCTD" ], [ "102490", "F", "1982-04-01", "1994-02-22", "None", "+", "PSS" ], [ "108788", "F", "1942-03-15", "None", "None", "+", "SJS" ], [ "115272", "F", "1968-04-08", "1998-07-16", "1989-03-17", "-", "BEHCET" ], [ "115562", "", "1943-03-17", "1997-08-20", "None", "+", "SLE" ], [ "115575", "F", "1970-12-04", "1994-02-24", "None", "-", "SLE" ], [ "122320", "F", "1945-10-27", "1997-07-31", "1972-10-19", "+", "relapsing" ], [ "122405", "F", "1961-05-22", "None", "None", "-", "SJS" ], [ "125619", "F", "1917-04-18", "1996-11-01", "1986-11-06", "+", "SJS" ], [ "128012", "F", "1958-01-28", "1994-02-24", "1983-01-20", "-", "PSS" ], [ "128041", "F", "1923-09-20", "1994-02-14", "1973-04-08", "-", "SLE" ], [ "130312", "F", "1948-02-23", "1991-08-12", "1973-01-30", "+", "RA" ], [ "130370", "F", "1952-08-22", "1997-08-20", "None", "+", "RA" ], [ "130758", "F", "1937-08-17", "None", "None", "-", "seronegative RA" ], [ "133382", "M", "1934-09-03", "1996-12-05", "1992-10-13", "+", "SLE" ], [ "133760", "F", "1935-04-05", "1997-08-02", "1984-05-28", "-", "SLE" ], [ "138824", "F", "1939-04-08", "1994-02-06", "1974-07-23", "+", "SLE, SJS" ], [ "138938", "F", "1952-10-14", "1994-02-07", "1973-11-01", "-", "PM" ], [ "146119", "F", "1927-11-23", "1996-12-19", "1993-01-12", "+", "SJS" ], [ "154143", "F", "1933-10-11", "1991-08-13", "1972-08-02", "+", "RA" ], [ "154909", "F", "1935-01-21", "1996-12-04", "1994-08-10", "-", "SJS" ], [ "163109", "F", "1950-10-16", "1997-08-20", "None", "+", "SLE" ], [ "166850", "F", "1949-01-02", "None", "None", "+", "SLE, SJS" ], [ "174116", "F", "1973-02-01", "1991-08-13", "1976-12-09", "+", "SLE, AIHA" ], [ "179212", "F", "1978-05-27", "1991-08-13", "None", "+", "SLE" ], [ "189721", "F", "1970-02-02", "1998-07-08", "1992-12-03", "-", "SJS susp" ], [ "205391", "", "1929-09-11", "1998-05-18", "1992-03-16", "+", "BEHCET (" ], [ "213279", "F", "1973-03-12", "1991-08-13", "1980-01-03", "+", "SLE" ], [ "213370", "F", "1956-07-17", "1991-06-10", "1992-05-11", "+", "MCTD" ], [ "215972", "F", "1948-07-30", "1994-02-19", "None", "+", "BEHCET" ], [ "230650", "F", "1954-12-10", "1997-07-30", "1994-12-02", "+", "RA, SJS" ], [ "233604", "F", "1966-09-23", "1996-12-12", "1991-11-21", "-", "BEHCET" ], [ "245555", "F", "1972-07-20", "1994-03-04", "None", "-", "JRA" ], [ "250391", "F", "1967-12-15", "1994-02-22", "1978-10-12", "-", "SLE" ], [ "283032", "F", "1951-11-24", "1994-02-19", "1985-10-01", "-", "SLE" ], [ "287122", "F", "1953-05-26", "None", "None", "-", "SLE" ], [ "287861", "F", "1943-07-06", "1994-02-19", "None", "-", "PSS" ], [ "298520", "F", "1936-09-29", "1998-01-13", "1998-01-09", "", "BEHCET, SJS" ], [ "299839", "F", "1940-02-19", "1997-07-31", "1975-03-06", "-", "PN (vasculitis)" ], [ "304157", "F", "1920-08-22", "1994-03-01", "1991-04-26", "-", "RA, SJS" ], [ "317681", "F", "1974-12-15", "1998-08-06", "1998-07-23", "-", "RA susp" ], [ "352215", "F", "1941-10-31", "1994-03-04", "1975-04-18", "+", "SLE" ], [ "355009", "F", "1984-10-07", "1991-08-13", "1989-09-07", "+", "SLE, SJS" ], [ "385129", "M", "1939-08-03", "None", "None", "-", "BEHCET" ], [ "387907", "M", "1937-04-06", "1996-12-03", "None", "+", "BEHCET" ], [ "388681", "F", "1951-03-22", "1991-08-13", "None", "+", "RA, SJS" ], [ "390271", "F", "1936-08-12", "1991-08-13", "None", "-", "SJS" ], [ "395524", "F", "1969-05-09", "None", "None", "+", "PSS" ], [ "416320", "F", "1972-03-15", "None", "None", "+", "SLE" ], [ "424396", "F", "1943-02-08", "1997-04-01", "1997-01-27", "-", "SLE" ], [ "431910", "M", "1949-04-16", "None", "None", "+", "BEHCET (vasculo)" ], [ "435459", "F", "1959-03-08", "1997-08-20", "1992-08-10", "-", "SLE" ], [ "444499", "M", "1954-01-24", "1991-08-13", "1981-10-12", "+", "MRA" ], [ "460574", "F", "1985-06-28", "None", "None", "+", "SLE" ], [ "485308", "M", "1966-10-21", "1998-07-08", "1998-06-22", "-", "SJS susp" ], [ "525998", "F", "1952-04-14", "1991-08-12", "None", "-", "SJS susp" ], [ "528900", "F", "1919-12-30", "None", "None", "-", "vasculitis, TA susp" ], [ "540520", "F", "1941-11-21", "1996-12-03", "1992-07-14", "-", "PSS" ], [ "549080", "F", "1943-03-21", "None", "1975-10-03", "-", "AORTITIS" ], [ "585659", "F", "1974-04-15", "1991-08-13", "1978-02-06", "-", "SJS" ], [ "619178", "F", "1946-11-24", "1997-12-11", "1990-11-27", "-", "SJS" ], [ "668398", "F", "1943-05-19", "1997-03-27", "1976-02-17", "-", "SLE" ], [ "682464", "F", "1933-10-20", "1996-12-03", "None", "+", "PM" ], [ "710220", "F", "1970-01-05", "1998-07-16", "1994-05-10", "-", "SJS" ], [ "714310", "F", "1972-02-19", "1998-07-16", "1995-02-07", "+", "SJS" ], [ "716198", "F", "1935-01-13", "None", "None", "-", "PM/DM" ], [ "720029", "F", "1928-06-06", "1997-07-28", "1996-11-08", "-", "SJS susp" ], [ "746582", "F", "1979-09-23", "1991-08-12", "1976-04-09", "-", "SLE" ], [ "749028", "F", "1951-11-22", "None", "None", "+", "SLE" ], [ "749350", "F", "1980-08-27", "1991-08-13", "1977-04-01", "+", "SLE" ], [ "762449", "F", "1979-11-20", "1997-02-03", "1996-08-15", "+", "MCTD" ], [ "763253", "M", "1941-01-02", "None", "None", "-", "PM/DM" ], [ "798583", "F", "1944-05-08", "1997-02-03", "1996-12-27", "-", "RA" ], [ "821298", "F", "1967-09-12", "None", "1995-01-23", "+", "SLE" ], [ "830847", "F", "1933-01-03", "None", "None", "-", "urticarial vasculitis" ], [ "842990", "F", "1954-11-19", "1994-03-01", "1987-03-16", "+", "PM, SJS, RA" ], [ "863155", "F", "1936-04-04", "1996-12-03", "None", "-", "SLE, SJS" ], [ "870320", "F", "1934-05-27", "1996-12-19", "1990-08-24", "-", "RA" ], [ "878757", "M", "1954-09-03", "1992-07-24", "None", "-", "BEHCET" ], [ "878890", "F", "1970-08-19", "1997-08-04", "1988-02-16", "+", "SJS" ], [ "884349", "F", "1951-01-15", "1998-06-16", "1997-05-19", "-", "RA susp" ], [ "905682", "F", "1941-04-14", "1997-08-05", "1992-07-13", "+", "PSS susp" ], [ "911737", "M", "1962-06-08", "1998-07-01", "1994-06-02", "-", "BEHCET susp" ], [ "912147", "F", "1975-02-17", "1994-02-22", "1991-08-23", "+", "MCTD, SJS" ], [ "915768", "M", "1954-01-30", "1997-08-20", "1992-11-17", "-", "Sweet" ], [ "933793", "F", "1969-01-10", "1991-08-12", "1978-06-09", "-", "PSS(CREST)" ], [ "940737", "F", "1943-05-19", "1994-02-06", "None", "+", "SJS, MCTD, AORTITIS" ], [ "944797", "F", "1975-01-31", "1997-03-28", "1993-08-05", "+", "RA,SJS" ] ]
Patient
thrombosis_prediction
{ "column_descriptions": [ "identification of the patient", "Sex", "Birthday", "the first date when a patient data was recorded", "the date when a patient came to the hospital", "patient was admitted to the hospital (+) or followed at the outpatient clinic (-)", "disease names" ], "column_names_cleaned": [ "ID", "SEX", "Birthday", "Description", "First Date", "Admission", "Diagnosis" ], "column_types": [ "integer", "text", "date", "date", "date", "text", "text" ], "foreign_keys": [], "primary_key": [ "ID" ] }
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], [ "27654", "1991-09-19", "26", "22", "684", "138", "5.5", "3.6", "4.9", "34", "0.9", "None", "None", "None", "None", "88", "10.5", "3.4", "7.9", "24.7", "233", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.7", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-20", "23", "18", "552", "131", "4.2", "2.9", "4.8", "22", "0.7", "0.2", "134", "None", "10", "None", "10.3", "2.6", "6.1", "19.3", "201", "None", "None", "None", "None", "None", "None", "None", "430", "118", "56", "1.2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-21", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "14.3", "3.2", "7.2", "23.4", "215", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-24", "24", "4", "701", "108", "4.7", "3.2", "5.2", "8", "0.8", "0.4", "140", "None", "11", "None", "12.4", "3.2", "7.6", "24.0", "213", "None", "None", "None", "None", "None", "None", "-", "562", "152", "124", "3.9", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-25", "23", "1", "756", "111", "5.3", "3.7", "4.9", "7", "0.7", "0.4", "None", "None", "None", "None", "11.6", "3.3", "7.5", "23.8", "191", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.8", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-26", "None", "None", "1239", "None", "4.9", "3.7", "4.2", "7", "0.6", "0.4", "123", "None", "None", "134", "8.6", "3.0", "6.8", "21.8", "204", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "2.3", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-27", "30", "1", "752", "104", "4.9", "3.4", "3.7", "8", "0.7", "0.4", "107", "None", "11", "161", "8.4", "3.2", "7.1", "23.7", "177", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.4", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-09-30", "29", "4", "760", "133", "5.7", "3.5", "1.4", "9", "0.6", "0.4", "141", "185", "None", "None", "10.1", "3.6", "8.4", "27.2", "213", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "0.5", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-10-02", "None", "None", "None", "None", "5.1", "3.5", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "625", 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"5.5", "13", "0.6", "0.4", "186", "131", "None", "None", "8.4", "4.2", "11.5", "35.4", "214", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.7", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-11-11", "None", "None", "None", "None", "5.4", "3.1", "None", "None", "None", "None", "None", "None", "None", "82", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.2", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", "1991-11-20", "None", "None", "None", "None", "5.8", "3.4", "5.7", "23", "0.7", "None", "None", "None", "None", "84", "7.6", "4.1", "11.6", "35.1", "237", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "1.5", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None" ], [ "27654", 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Laboratory
thrombosis_prediction
{ "column_descriptions": [ "identification of the patient", "Date of the laboratory tests (YYMMDD)", "AST glutamic oxaloacetic transaminase", "ALT glutamic pyruvic transaminase", "lactate dehydrogenase", "alkaliphophatase", "total protein", "albumin", "uric acid", "urea nitrogen", "creatinine", "total bilirubin", "total cholesterol", "triglyceride", "creatinine phosphokinase", "blood glucose", "White blood cell", "Red blood cell", "Hemoglobin", "Hematoclit", "platelet", "prothrombin time", "activated partial prothrombin time", "fibrinogen", "nan", "nan", "nan", "proteinuria", "Ig G", "Ig A", "Ig M", "C-reactive protein", "Rhuematoid Factor", "RAHA", "complement 3", "complement 4", "anti-ribonuclear protein", "anti-SM", "anti-scl70", "anti-SSA", "anti-SSB", "anti-centromere", "anti-DNA", "anti-DNA" ], "column_names_cleaned": [ "ID", "Date", "AST glutamic oxaloacetic transaminase", "ALT glutamic pyruvic transaminase", "lactate dehydrogenase", "alkaliphophatase", "total protein", "albumin", "uric acid", "urea nitrogen", "creatinine", "total bilirubin", "total cholesterol", "triglyceride", "creatinine phosphokinase", "blood glucose", "White blood cell", "Red blood cell", "Hemoglobin", "Hematoclit", "platelet", "prothrombin time", "activated partial prothrombin time", "fibrinogen", "PIC", "TAT", "TAT2", "proteinuria", "Ig G", "Ig A", "Ig M", "C-reactive protein", "Rhuematoid Factor", "RAHA", "complement 3", "complement 4", "anti-ribonuclear protein", "anti-SM", "anti-scl70", "anti-SSA", "anti-SSB", "anti-centromere", "anti-DNA", "anti-DNA" ], "column_types": [ "integer", "date", "integer", "integer", "integer", "integer", "real", "real", "real", "integer", "real", "real", "integer", "integer", "integer", "integer", "real", "real", "real", "real", "integer", "real", "integer", "real", "integer", "integer", "integer", "text", "integer", "integer", "integer", "text", "text", "text", "integer", "integer", "text", "text", "text", "text", "text", "text", "text", "integer" ], "foreign_keys": [ { "column_name": "ID", "referenced_column_name": "ID", "referenced_table_name": "Patient" } ], "primary_key": [ "ID", "Date" ] }
[ [ "atom_id", "molecule_id", "element" ], [ "TR000_1", "TR000", "cl" ], [ "TR000_2", "TR000", "c" ], [ "TR000_3", "TR000", "cl" ], [ "TR000_4", "TR000", "cl" ], [ "TR000_5", "TR000", "h" ], [ "TR001_1", "TR001", "c" ], [ "TR001_10", "TR001", "c" ], [ "TR001_11", "TR001", "o" ], [ "TR001_12", "TR001", "cl" ], [ "TR001_13", "TR001", "cl" ], [ "TR001_14", "TR001", "cl" ], [ "TR001_15", "TR001", "cl" ], [ "TR001_16", "TR001", "cl" ], [ "TR001_17", "TR001", "cl" ], [ "TR001_18", "TR001", "cl" ], [ "TR001_19", "TR001", "cl" ], [ "TR001_2", "TR001", "c" ], [ "TR001_20", "TR001", "cl" ], [ "TR001_21", "TR001", "cl" ], [ "TR001_3", "TR001", "c" ], [ "TR001_4", "TR001", "c" ], [ "TR001_5", "TR001", "c" ], [ "TR001_6", "TR001", "c" ], [ "TR001_7", "TR001", "c" ], [ "TR001_8", "TR001", "c" ], [ "TR001_9", "TR001", "c" ], [ "TR002_1", "TR002", "c" ], [ "TR002_2", "TR002", "c" ], [ "TR002_3", "TR002", "cl" ], [ "TR002_4", "TR002", "cl" ], [ "TR002_5", "TR002", "cl" ], [ "TR002_6", "TR002", "h" ], [ "TR003_1", "TR003", "c" ], [ "TR003_2", "TR003", "c" ], [ "TR003_3", "TR003", "cl" ], [ "TR003_4", "TR003", "cl" ], [ "TR003_5", "TR003", "cl" ], [ "TR003_6", "TR003", "h" ], [ "TR003_7", "TR003", "h" ], [ "TR003_8", "TR003", "h" ], [ "TR004_1", "TR004", "s" ], [ "TR004_10", "TR004", "n" ], [ "TR004_11", "TR004", "o" ], [ "TR004_12", "TR004", "c" ], [ "TR004_13", "TR004", "h" ], [ "TR004_14", "TR004", "h" ], [ "TR004_15", "TR004", "h" ], [ "TR004_16", "TR004", "h" ], [ "TR004_17", "TR004", "h" ], [ "TR004_18", "TR004", "h" ], [ "TR004_19", "TR004", "h" ], [ "TR004_2", "TR004", "p" ], [ "TR004_20", "TR004", "h" ], [ "TR004_21", "TR004", "h" ], [ "TR004_22", "TR004", "h" ], [ "TR004_23", "TR004", "h" ], [ "TR004_24", "TR004", "h" ], [ "TR004_3", "TR004", "s" ], [ "TR004_4", "TR004", "o" ], [ "TR004_5", "TR004", "o" ], [ "TR004_6", "TR004", "c" ], [ "TR004_7", "TR004", "c" ], [ "TR004_8", "TR004", "c" ], [ "TR004_9", "TR004", "c" ], [ "TR005_1", "TR005", "c" ], [ "TR005_10", "TR005", "c" ], [ "TR005_11", "TR005", "c" ], [ "TR005_12", "TR005", "c" ], [ "TR005_13", "TR005", "c" ], [ "TR005_14", "TR005", "c" ], [ "TR005_15", "TR005", "n" ], [ "TR005_16", "TR005", "n" ], [ "TR005_17", "TR005", "h" ], [ "TR005_18", "TR005", "h" ], [ "TR005_19", "TR005", "h" ], [ "TR005_2", "TR005", "c" ], [ "TR005_20", "TR005", "h" ], [ "TR005_21", "TR005", "h" ], [ "TR005_22", "TR005", "h" ], [ "TR005_23", "TR005", "h" ], [ "TR005_24", "TR005", "h" ], [ "TR005_25", "TR005", "h" ], [ "TR005_26", "TR005", "h" ], [ "TR005_27", "TR005", "h" ], [ "TR005_28", "TR005", "cl" ], [ "TR005_29", "TR005", "h" ], [ "TR005_3", "TR005", "c" ], [ "TR005_4", "TR005", "c" ], [ "TR005_5", "TR005", "c" ], [ "TR005_6", "TR005", "c" ], [ "TR005_7", "TR005", "n" ], [ "TR005_8", "TR005", "c" ], [ "TR005_9", "TR005", "c" ], [ "TR006_1", "TR006", "n" ], [ "TR006_10", "TR006", "o" ], [ "TR006_11", "TR006", "c" ], [ "TR006_12", "TR006", "o" ], [ "TR006_13", "TR006", "o" ], [ "TR006_14", "TR006", "h" ], [ "TR006_15", "TR006", "h" ] ]
atom
toxicology
{ "column_descriptions": [ "the unique id of atoms", "identifying the molecule to which the atom belongs", "the element of the toxicology" ], "column_names_cleaned": [ "atom id", "molecule id", "element" ], "column_types": [ "text", "text", "text" ], "foreign_keys": [ { "column_name": "molecule_id", "referenced_column_name": "molecule_id", "referenced_table_name": "molecule" } ], "primary_key": [ "atom_id" ] }
[ [ "bond_id", "molecule_id", "bond_type" ], [ "TR000_1_2", "TR000", "-" ], [ "TR000_2_3", "TR000", "-" ], [ "TR000_2_4", "TR000", "-" ], [ "TR000_2_5", "TR000", "-" ], [ "TR001_10_11", "TR001", "=" ], [ "TR001_1_12", "TR001", "-" ], [ "TR001_1_2", "TR001", "-" ], [ "TR001_1_7", "TR001", "-" ], [ "TR001_1_8", "TR001", "-" ], [ "TR001_2_14", "TR001", "-" ], [ "TR001_2_4", "TR001", "-" ], [ "TR001_2_6", "TR001", "-" ], [ "TR001_3_13", "TR001", "-" ], [ "TR001_3_4", "TR001", "-" ], [ "TR001_3_5", "TR001", "-" ], [ "TR001_3_6", "TR001", "-" ], [ "TR001_4_10", "TR001", "-" ], [ "TR001_4_19", "TR001", "-" ], [ "TR001_5_15", "TR001", "-" ], [ "TR001_5_7", "TR001", "-" ], [ "TR001_5_8", "TR001", "-" ], [ "TR001_6_17", "TR001", "-" ], [ "TR001_6_9", "TR001", "-" ], [ "TR001_7_16", "TR001", "-" ], [ "TR001_7_9", "TR001", "-" ], [ "TR001_8_10", "TR001", "-" ], [ "TR001_8_18", "TR001", "-" ], [ "TR001_9_20", "TR001", "-" ], [ "TR001_9_21", "TR001", "-" ], [ "TR002_1_2", "TR002", "=" ], [ "TR002_1_3", "TR002", "-" ], [ "TR002_1_6", "TR002", "-" ], [ "TR002_2_4", "TR002", "-" ], [ "TR002_2_5", "TR002", "-" ], [ "TR003_1_2", "TR003", "-" ], [ "TR003_1_6", "TR003", "-" ], [ "TR003_1_7", "TR003", "-" ], [ "TR003_1_8", "TR003", "-" ], [ "TR003_2_3", "TR003", "-" ], [ "TR003_2_4", "TR003", "-" ], [ "TR003_2_5", "TR003", "-" ], [ "TR004_10_12", "TR004", "-" ], [ "TR004_10_21", "TR004", "-" ], [ "TR004_12_22", "TR004", "-" ], [ "TR004_12_23", "TR004", "-" ], [ "TR004_12_24", "TR004", "-" ], [ "TR004_1_2", "TR004", "-" ], [ "TR004_2_3", "TR004", "-" ], [ "TR004_2_4", "TR004", "-" ], [ "TR004_2_5", "TR004", "-" ], [ "TR004_3_8", "TR004", "-" ], [ "TR004_4_7", "TR004", "-" ], [ "TR004_5_6", "TR004", "-" ], [ "TR004_6_13", "TR004", "-" ], [ "TR004_6_14", "TR004", "-" ], [ "TR004_6_15", "TR004", "-" ], [ "TR004_7_16", "TR004", "-" ], [ "TR004_7_17", "TR004", "-" ], [ "TR004_7_18", "TR004", "-" ], [ "TR004_8_19", "TR004", "-" ], [ "TR004_8_20", "TR004", "-" ], [ "TR004_8_9", "TR004", "-" ], [ "TR004_9_10", "TR004", "-" ], [ "TR004_9_11", "TR004", "=" ], [ "TR005_10_20", "TR005", "-" ], [ "TR005_11_12", "TR005", "=" ], [ "TR005_11_21", "TR005", "-" ], [ "TR005_12_13", "TR005", "-" ], [ "TR005_12_15", "TR005", "-" ], [ "TR005_13_14", "TR005", "=" ], [ "TR005_13_22", "TR005", "-" ], [ "TR005_14_23", "TR005", "-" ], [ "TR005_15_24", "TR005", "-" ], [ "TR005_15_25", "TR005", "-" ], [ "TR005_16_26", "TR005", "-" ], [ "TR005_16_27", "TR005", "-" ], [ "TR005_1_17", "TR005", "-" ], [ "TR005_1_2", "TR005", "=" ], [ "TR005_1_6", "TR005", "-" ], [ "TR005_28_29", "TR005", "-" ], [ "TR005_2_16", "TR005", "-" ], [ "TR005_2_3", "TR005", "-" ], [ "TR005_3_18", "TR005", "-" ], [ "TR005_3_4", "TR005", "=" ], [ "TR005_4_5", "TR005", "-" ], [ "TR005_4_7", "TR005", "-" ], [ "TR005_5_10", "TR005", "-" ], [ "TR005_5_6", "TR005", "=" ], [ "TR005_6_19", "TR005", "-" ], [ "TR005_7_8", "TR005", "=" ], [ "TR005_8_11", "TR005", "-" ], [ "TR005_8_9", "TR005", "-" ], [ "TR005_9_10", "TR005", "=" ], [ "TR005_9_14", "TR005", "-" ], [ "TR006_11_12", "TR006", "-" ], [ "TR006_11_13", "TR006", "=" ], [ "TR006_12_22", "TR006", "-" ], [ "TR006_1_2", "TR006", "-" ], [ "TR006_1_3", "TR006", "-" ], [ "TR006_1_4", "TR006", "-" ] ]
bond
toxicology
{ "column_descriptions": [ "unique id representing bonds", "identifying the molecule in which the bond appears", "type of the bond" ], "column_names_cleaned": [ "bond_id", "molecule_id", "bond_type" ], "column_types": [ "text", "text", "text" ], "foreign_keys": [ { "column_name": "molecule_id", "referenced_column_name": "molecule_id", "referenced_table_name": "molecule" } ], "primary_key": [ "bond_id" ] }
[ [ "atom_id", "atom_id2", "bond_id" ], [ "TR000_1", "TR000_2", "TR000_1_2" ], [ "TR000_2", "TR000_1", "TR000_1_2" ], [ "TR000_2", "TR000_3", "TR000_2_3" ], [ "TR000_3", "TR000_2", "TR000_2_3" ], [ "TR000_2", "TR000_4", "TR000_2_4" ], [ "TR000_4", "TR000_2", "TR000_2_4" ], [ "TR000_2", "TR000_5", "TR000_2_5" ], [ "TR000_5", "TR000_2", "TR000_2_5" ], [ "TR001_10", "TR001_11", "TR001_10_11" ], [ "TR001_11", "TR001_10", "TR001_10_11" ], [ "TR001_1", "TR001_12", "TR001_1_12" ], [ "TR001_12", "TR001_1", "TR001_1_12" ], [ "TR001_1", "TR001_2", "TR001_1_2" ], [ "TR001_2", "TR001_1", "TR001_1_2" ], [ "TR001_1", "TR001_7", "TR001_1_7" ], [ "TR001_7", "TR001_1", "TR001_1_7" ], [ "TR001_1", "TR001_8", "TR001_1_8" ], [ "TR001_8", "TR001_1", "TR001_1_8" ], [ "TR001_14", "TR001_2", "TR001_2_14" ], [ "TR001_2", "TR001_14", "TR001_2_14" ], [ "TR001_2", "TR001_4", "TR001_2_4" ], [ "TR001_4", "TR001_2", "TR001_2_4" ], [ "TR001_2", "TR001_6", "TR001_2_6" ], [ "TR001_6", "TR001_2", "TR001_2_6" ], [ "TR001_13", "TR001_3", "TR001_3_13" ], [ "TR001_3", "TR001_13", "TR001_3_13" ], [ "TR001_3", "TR001_4", "TR001_3_4" ], [ "TR001_4", "TR001_3", "TR001_3_4" ], [ "TR001_3", "TR001_5", "TR001_3_5" ], [ "TR001_5", "TR001_3", "TR001_3_5" ], [ "TR001_3", "TR001_6", "TR001_3_6" ], [ "TR001_6", "TR001_3", "TR001_3_6" ], [ "TR001_10", "TR001_4", "TR001_4_10" ], [ "TR001_4", "TR001_10", "TR001_4_10" ], [ "TR001_19", "TR001_4", "TR001_4_19" ], [ "TR001_4", "TR001_19", "TR001_4_19" ], [ "TR001_15", "TR001_5", "TR001_5_15" ], [ "TR001_5", "TR001_15", "TR001_5_15" ], [ "TR001_5", "TR001_7", "TR001_5_7" ], [ "TR001_7", "TR001_5", "TR001_5_7" ], [ "TR001_5", "TR001_8", "TR001_5_8" ], [ "TR001_8", "TR001_5", "TR001_5_8" ], [ "TR001_17", "TR001_6", "TR001_6_17" ], [ "TR001_6", "TR001_17", "TR001_6_17" ], [ "TR001_6", "TR001_9", "TR001_6_9" ], [ "TR001_9", "TR001_6", "TR001_6_9" ], [ "TR001_16", "TR001_7", "TR001_7_16" ], [ "TR001_7", "TR001_16", "TR001_7_16" ], [ "TR001_7", "TR001_9", "TR001_7_9" ], [ "TR001_9", "TR001_7", "TR001_7_9" ], [ "TR001_10", "TR001_8", "TR001_8_10" ], [ "TR001_8", "TR001_10", "TR001_8_10" ], [ "TR001_18", "TR001_8", "TR001_8_18" ], [ "TR001_8", "TR001_18", "TR001_8_18" ], [ "TR001_20", "TR001_9", "TR001_9_20" ], [ "TR001_9", "TR001_20", "TR001_9_20" ], [ "TR001_21", "TR001_9", "TR001_9_21" ], [ "TR001_9", "TR001_21", "TR001_9_21" ], [ "TR002_1", "TR002_2", "TR002_1_2" ], [ "TR002_2", "TR002_1", "TR002_1_2" ], [ "TR002_1", "TR002_3", "TR002_1_3" ], [ "TR002_3", "TR002_1", "TR002_1_3" ], [ "TR002_1", "TR002_6", "TR002_1_6" ], [ "TR002_6", "TR002_1", "TR002_1_6" ], [ "TR002_2", "TR002_4", "TR002_2_4" ], [ "TR002_4", "TR002_2", "TR002_2_4" ], [ "TR002_2", "TR002_5", "TR002_2_5" ], [ "TR002_5", "TR002_2", "TR002_2_5" ], [ "TR003_1", "TR003_2", "TR003_1_2" ], [ "TR003_2", "TR003_1", "TR003_1_2" ], [ "TR003_1", "TR003_6", "TR003_1_6" ], [ "TR003_6", "TR003_1", "TR003_1_6" ], [ "TR003_1", "TR003_7", "TR003_1_7" ], [ "TR003_7", "TR003_1", "TR003_1_7" ], [ "TR003_1", "TR003_8", "TR003_1_8" ], [ "TR003_8", "TR003_1", "TR003_1_8" ], [ "TR003_2", "TR003_3", "TR003_2_3" ], [ "TR003_3", "TR003_2", "TR003_2_3" ], [ "TR003_2", "TR003_4", "TR003_2_4" ], [ "TR003_4", "TR003_2", "TR003_2_4" ], [ "TR003_2", "TR003_5", "TR003_2_5" ], [ "TR003_5", "TR003_2", "TR003_2_5" ], [ "TR004_10", "TR004_12", "TR004_10_12" ], [ "TR004_12", "TR004_10", "TR004_10_12" ], [ "TR004_10", "TR004_21", "TR004_10_21" ], [ "TR004_21", "TR004_10", "TR004_10_21" ], [ "TR004_12", "TR004_22", "TR004_12_22" ], [ "TR004_22", "TR004_12", "TR004_12_22" ], [ "TR004_12", "TR004_23", "TR004_12_23" ], [ "TR004_23", "TR004_12", "TR004_12_23" ], [ "TR004_12", "TR004_24", "TR004_12_24" ], [ "TR004_24", "TR004_12", "TR004_12_24" ], [ "TR004_1", "TR004_2", "TR004_1_2" ], [ "TR004_2", "TR004_1", "TR004_1_2" ], [ "TR004_2", "TR004_3", "TR004_2_3" ], [ "TR004_3", "TR004_2", "TR004_2_3" ], [ "TR004_2", "TR004_4", "TR004_2_4" ], [ "TR004_4", "TR004_2", "TR004_2_4" ], [ "TR004_2", "TR004_5", "TR004_2_5" ], [ "TR004_5", "TR004_2", "TR004_2_5" ] ]
connected
toxicology
{ "column_descriptions": [ "id of the first atom", "id of the second atom", "bond id representing bond between two atoms" ], "column_names_cleaned": [ "atom id", "atom id 2", "bond id" ], "column_types": [ "text", "text", "text" ], "foreign_keys": [ { "column_name": "bond_id", "referenced_column_name": "bond_id", "referenced_table_name": "bond" }, { "column_name": "atom_id2", "referenced_column_name": "atom_id", "referenced_table_name": "atom" }, { "column_name": "atom_id", "referenced_column_name": "atom_id", "referenced_table_name": "atom" } ], "primary_key": [ "atom_id", "atom_id2" ] }
[ [ "molecule_id", "label" ], [ "TR000", "+" ], [ "TR001", "+" ], [ "TR002", "-" ], [ "TR004", "-" ], [ "TR006", "+" ], [ "TR007", "-" ], [ "TR008", "-" ], [ "TR009", "-" ], [ "TR010", "-" ], [ "TR011", "-" ], [ "TR012", "-" ], [ "TR014", "-" ], [ "TR015", "-" ], [ "TR017", "-" ], [ "TR019", "+" ], [ "TR020", "+" ], [ "TR021", "-" ], [ "TR022", "-" ], [ "TR023", "-" ], [ "TR024", "-" ], [ "TR025", "-" ], [ "TR028", "+" ], [ "TR029", "+" ], [ "TR030", "-" ], [ "TR031", "-" ], [ "TR032", "-" ], [ "TR033", "-" ], [ "TR034", "-" ], [ "TR035", "-" ], [ "TR036", "-" ], [ "TR039", "+" ], [ "TR040", "-" ], [ "TR041", "+" ], [ "TR045", "-" ], [ "TR046", "-" ], [ "TR047", "+" ], [ "TR048", "-" ], [ "TR049", "+" ], [ "TR050", "-" ], [ "TR051", "-" ], [ "TR053", "+" ], [ "TR054", "+" ], [ "TR055", "+" ], [ "TR056", "-" ], [ "TR058", "+" ], [ "TR059", "-" ], [ "TR060", "-" ], [ "TR061", "-" ], [ "TR063", "+" ], [ "TR064", "-" ], [ "TR066", "-" ], [ "TR068", "-" ], [ "TR071", "-" ], [ "TR072", "+" ], [ "TR073", "-" ], [ "TR074", "-" ], [ "TR076", "+" ], [ "TR077", "-" ], [ "TR078", "-" ], [ "TR080", "+" ], [ "TR081", "+" ], [ "TR082", "-" ], [ "TR083", "-" ], [ "TR084", "+" ], [ "TR085", "+" ], [ "TR086", "+" ], [ "TR089", "+" ], [ "TR090", "-" ], [ "TR091", "-" ], [ "TR092", "+" ], [ "TR093", "+" ], [ "TR094", "+" ], [ "TR095", "+" ], [ "TR096", "-" ], [ "TR098", "-" ], [ "TR099", "+" ], [ "TR100", "+" ], [ "TR101", "-" ], [ "TR102", "-" ], [ "TR103", "-" ], [ "TR104", "-" ], [ "TR105", "+" ], [ "TR107", "-" ], [ "TR109", "-" ], [ "TR110", "-" ], [ "TR111", "+" ], [ "TR112", "-" ], [ "TR113", "-" ], [ "TR114", "-" ], [ "TR115", "+" ], [ "TR117", "-" ], [ "TR118", "+" ], [ "TR120", "-" ], [ "TR121", "-" ], [ "TR122", "-" ], [ "TR123", "-" ], [ "TR124", "-" ], [ "TR125", "-" ], [ "TR126", "-" ], [ "TR127", "+" ] ]
molecule
toxicology
{ "column_descriptions": [ "unique id of molecule", "whether this molecule is carcinogenic or not" ], "column_names_cleaned": [ "molecule id", "label" ], "column_types": [ "text", "text" ], "foreign_keys": [], "primary_key": [ "molecule_id" ] }
[ [ "event_id", "event_name", "event_date", "type", "notes", "location", "status" ], [ "rec0Si5cQ4rJRVzd6", "March Meeting", "2020-03-10T12:00:00", "Meeting", "None", "MU 215", "Open" ], [ "rec0akZnLLpGUloLH", "Officers meeting - January", "2020-01-14T09:30:00", "Meeting", "None", "None", "Open" ], [ "rec0dZPcWXF0QjNnE", "Spring Elections", "2019-11-24T09:00:00", "Election", "All active members can vote for new officers between 4pm-8pm.", "MU 215", "Open" ], [ "rec180D2MI4EpckHy", "Officers meeting - March", "2020-03-10T09:30:00", "Meeting", "None", "None", "Planning" ], [ "rec2N69DMcrqN9PJC", "Women's Soccer", "2019-10-05T12:00:00", "Game", "Attend Women's soccer game as a group.", "Campus Soccer/Lacrosse stadium", "Closed" ], [ "rec2mJrCofveboaz6", "April Speaker", "2020-04-21T12:00:00", "Guest Speaker", "None", "MU 215", "Planning" ], [ "rec5XDvJLyxDsGZWc", "Laugh Out Loud", "2019-10-24T13:00:00", "Social", "Semester social event. Optional attendance.", "900 E. Washington St.", "Closed" ], [ "recAlAwtBZ0Fqbr5K", "March Speaker", "2020-03-24T12:00:00", "Guest Speaker", "None", "MU 215", "Open" ], [ "recEVTik3MlqbvLFi", "October Speaker", "2019-10-22T12:00:00", "Guest Speaker", "None", "MU 215", "Closed" ], [ "recGxVCwaLW3mDIa3", "Football game", "2019-09-12T06:00:00", "Game", "Attend school football game as a group.", "Campus Football stadium", "Closed" ], [ "recHaMmaKyfktt5fW", "February Speaker", "2020-02-26T12:00:00", "Guest Speaker", "None", "MU 215", "Open" ], [ "recI43CzsZ0Q625ma", "September Speaker", "2019-09-24T12:00:00", "Guest Speaker", "None", "MU 215", "Closed" ], [ "recIuIXdbLe5j5vCA", "Football game", "2019-10-10T06:00:00", "Game", "Attend school football game as a group.", "Campus Football stadium", "Closed" ], [ "recJ4Witp9tpjaugn", "Officers meeting - November", "2019-11-05T09:30:00", "Meeting", "None", "None", "Closed" ], [ "recJcyZUsdhK2ukaY", "Laugh Out Loud", "2020-04-23T13:00:00", "Social", "Semester social event. Optional attendance.", "900 E. Washington St.", "Planning" ], [ "recLKj8BbTNqxFbTb", "Registration", "2019-09-01T07:00:00", "Registration", "Students can stop by the table to get information on the club and register.", "Campus Common", "Closed" ], [ "recLePFQvYN36qANI", "Fall Elections", "2020-04-26T09:00:00", "Election", "All active members can vote for new officers between 4pm-8pm.", "MU 215", "Planning" ], [ "recLrY8kyOR1PcZeF", "Officers meeting - April", "2020-04-07T09:30:00", "Meeting", "None", "None", "Planning" ], [ "recMKjJbWRgSQqf4Y", "Officers meeting - September", "2019-09-10T09:30:00", "Meeting", "Monthly officers meeting", "MU 215", "Closed" ], [ "recQym2V7XkIEFFnr", "Women's Lacrosse", "2020-03-25T12:00:00", "Game", "Attend school Woman's Lacrosse game as a group.", "Campus Soccer/Lacrosse stadium", "Planning" ], [ "recSdU7jGu57676tT", "Habitat for Humanity", "2020-03-19T01:00:00", "Community Service", "Volunteer opportunity to help paint new home.", "258 S. Maple St.", "Planning" ], [ "recWJFyajeK4jCNYz", "Officers meeting - February", "2020-02-11T09:30:00", "Meeting", "None", "None", "Planning" ], [ "recY3Yesu24bRK7tr", "January Meeting", "2020-01-14T12:00:00", "Meeting", "None", "MU 215", "Open" ], [ "recc8dizaKrSz3GmH", "Officers meeting - October", "2019-10-08T09:30:00", "Meeting", "None", "None", "Closed" ], [ "receBpqENOUMQYsIP", "Lacrosse game", "2020-03-10T12:00:00", "Game", "Attend school teams Lacrosse game as a group.", "Campus Soccer/Lacrosse stadium", "Planning" ], [ "recerGvehRmgO0obW", "February Meeting", "2020-02-11T12:00:00", "Meeting", "None", "MU 215", "Open" ], [ "recggMW2eyCYceNcy", "October Meeting", "2019-10-08T12:00:00", "Meeting", "None", "MU 215", "Closed" ], [ "reciRZdAqNIKuMC96", "November Speaker", "2019-11-19T12:00:00", "Guest Speaker", "None", "MU 215", "Closed" ], [ "reckYL4xtQWpkTJ8k", "Fall Budget Review", "2019-09-07T03:00:00", "Budget", "Officers and Budget Committee only", "Conference Room BA 452", "Closed" ], [ "recmbOVHSyzXQZpQr", "November Meeting", "2019-11-05T12:00:00", "Meeting", "None", "MU 215", "Open" ], [ "recmvq6ZguK4MVmvx", "Graffiti Removal", "2020-02-20T02:00:00", "Community Service", "Volunteer opportunity to remove graffiti in town.", "Various locations", "Open" ], [ "recoVo6dFSzG1ypX7", "Kid's Care", "2019-09-19T02:00:00", "Community Service", "Volunteer opportunity to pack backpacks for underprivileged youth.", "45 N. Smith St.", "Closed" ], [ "recqh5zxHuDpKUu0i", "Community Theater", "2020-03-12T06:00:00", "Social", "Members and alumni can attend a community theater play at a reduced price. Active membership required.", "100 W. Main Street", "Planning" ], [ "recs4x1BYWAsU2SKg", "January Speaker", "2020-01-28T12:00:00", "Guest Speaker", "None", "MU 215", "Open" ], [ "recsgSUqFCJqekzL5", "Food Bank", "2019-11-21T02:00:00", "Community Service", "Volunteer opportunity to sort donations for distribution.", "1308 106th Ave.", "Closed" ], [ "rectmaqcYOtnxnRiB", "Yearly Wrap-up", "2020-05-05T12:00:00", "Meeting", "None", "MU 215", "Planning" ], [ "rectsBOijA23838qh", "Spring Budget Review", "2020-01-12T03:00:00", "Budget", "Officers and Budget Committee only", "Conference Room BA 452", "Open" ], [ "recvCUOytx5jPw7kh", "Community Theater", "2019-10-12T06:00:00", "Social", "Members and alumni can attend a community theater play at a reduced price. Active membership required.", "100 W. Main Street", "Closed" ], [ "recwM7GMBSLDlb1Ix", "April Meeting", "2020-04-07T12:00:00", "Meeting", "None", "MU 215", "Open" ], [ "recyYo8ZxGg9oJGys", "Baseball game", "2020-02-15T06:00:00", "Game", "Attend school teams baseball game as a group.", "Campus Baseball Stadium", "Open" ], [ "recykdvf4LgsyA3wZ", "Yearly Kickoff", "2019-09-03T12:00:00", "Meeting", "None", "MU 215", "Closed" ], [ "reczhS8wix6Kzbp9P", "September Meeting", "2019-09-10T12:00:00", "Meeting", "None", "MU 215", "Closed" ] ]
event
student_club
{ "column_descriptions": [ "A unique identifier for the event", "event name", "The date the event took place or is scheduled to take place", "The kind of event, such as game, social, election", "A free text field for any notes about the event", "Address where the event was held or is to be held or the name of such a location", "One of three values indicating if the event is in planning, is opened, or is closed" ], "column_names_cleaned": [ "event id", "event name", "event date", "type", "notes", "location", "status" ], "column_types": [ "text", "text", "text", "text", "text", "text", "text" ], "foreign_keys": [], "primary_key": [ "event_id" ] }
[ [ "major_id", "major_name", "department", "college" ], [ "rec06DF6vZ1CyPKpc", "Outdoor Product Design and Development", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "rec09LedkREyskCNv", "Agricultural Communication", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "rec0Eanv576RhQllI", "Fisheries and Aquatic Sciences", "Watershed Sciences Department", "College of Natural Resources" ], [ "rec0xRZtkzxrg8kj2", "Finance", "Economics and Finance Department", "School of Business" ], [ "rec1N0upiVLy5esTO", "Forest Ecology and Management", "Wildland Resources Department", "College of Natural Resources" ], [ "rec1SiX2nFrkbTleH", "Biological Engineering", "Biological Engineering Department", "College of Engineering" ], [ "rec2joRXA5HOSHE9a", "Ornamental Horticulture Certificate", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "rec3pZhvStMoNbVgy", "Religious Studies", "Religious Studies Program", "College of Humanities and Social Sciences" ], [ "rec42NIsgijDV6aDE", "Statistics", "Mathematics and Statistics Department", "College of Science" ], [ "rec6OKJlX4eg3hOLe", "Journalism", "Journalism and Communication Department", "College of Humanities and Social Sciences" ], [ "rec6RbGBAHBphB4hi", "Physics", "Physics Department", "College of Science" ], [ "rec6bKTSnOJAPwoXV", "Food Science", "Nutrition, Dietetics, and Food Sciences Department", "College of Agriculture and Applied Sciences" ], [ "rec6pV6OC0wUsKqVE", "Mathematics", "Mathematics and Statistics Department", "College of Science" ], [ "rec7BxKpjJ7bNph3O", "Electrical Engineering", "Electrical and Computer Engineering Department", "College of Engineering" ], [ "rec7SRmmw3oovHndK", "IT Support and Web Development", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "rec7cbnokibXaZtvG", "Recreation Resource Management", "Environment and Society Department", "College of Natural Resources" ], [ "rec82ISExRNqaHDV5", "Political Science", "Political Science Department", "College of Humanities and Social Sciences" ], [ "rec8TIqmun4d5vsvN", "Spanish", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "rec8UcO67UAV7r4dm", "Psychology", "Psychology Department", "College of Education & Human Services" ], [ "rec992Uc4l83hn3pt", "Special Education", "Special Education and Rehabilitation Counseling Department", "College of Education & Human Services" ], [ "rec9CqGCGV8Y8rOSY", "Communication Studies", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "recAD6I6ibHrl7adL", "Economics", "Economics and Finance Department", "School of Business" ], [ "recAiT3yTABWypvHu", "Communicative Disorders and Deaf Education", "Communicative Disorders and Deaf Education Department", "College of Education & Human Services" ], [ "recAw85gcxVK8RMZO", "Rangeland Ecology and Management", "Wildland Resources Department", "College of Natural Resources" ], [ "recB3VldnYdFtttTk", "Family and Consumer Sciences Education", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recCk8lCDOTRp6rKN", "Liberal Arts", "Liberal Arts Program", "College of Humanities and Social Sciences" ], [ "recD9vtbIsiVEttcY", "Geology", "Geosciences Department", "College of Science" ], [ "recE5U2qZOYMmmnKZ", "Public Health", "Biology Department", "College of Science" ], [ "recFQ1RMc4EjTQFOi", "Applied Economics", "Applied Economics Department", "College of Agriculture and Applied Sciences" ], [ "recFmin5MqRH5YC7m", "Global Communication", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "recGPf6UFxy74OaMm", "Surgical Technician", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recGvuGMS6k5vjnst", "Philosophy", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "recHFi73pgI8aVynn", "Chemistry Teaching", "Chemistry and Biochemistry Department", "College of Science" ], [ "recHeH8VnZFNzXJtX", "Secondary Education", "School of Teacher Education and Leadership", "College of Education & Human Services" ], [ "recHup28qecJwClk3", "Agricultural Machinery Technology", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recIn8odwOmxEgrBl", "Animal, Dairy, and Veterinary Sciences", "Animal, Dairy, and Veterinary Sciences Department", "College of Agriculture and Applied Sciences" ], [ "recIzqYuV3wMONTgB", "Interior Design", "Art and Design Department", "College of the Arts" ], [ "recKJHO1P6ZC5m567", "Human Development and Family Studies", "Human Development and Family Studies Department", "College of Education & Human Services" ], [ "recM49P8HxZMoyJZu", "Agricultural Systems Technology", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recMJbXLYbn5hYxOn", "Theatre Arts", "Theatre Arts Department", "College of the Arts" ], [ "recN5yKqt1dXfnOCm", "Management and Restoration of Aquatic Ecosystems", "Watershed Sciences Department", "College of Natural Resources" ], [ "recNKOKITR4tsq9JP", "RN to BSN Completion Program", "Nursing and Health Professions", "College of Education & Human Services" ], [ "recNaRHMOMvi7YbO6", "Technology Systems", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recOEaiCoCW9PqBbY", "Automotive Technology", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recObV24Ass2ouQHK", "Elementary Education", "School of Teacher Education and Leadership", "College of Education & Human Services" ], [ "recOceVy81rrrQieH", "Wildlife Ecology and Management", "Wildland Resources Department", "College of Natural Resources" ], [ "recPEBey5gCeh97rv", "English", "English Department", "College of Humanities and Social Sciences" ], [ "recPLleW2VGg4SDYy", "Aviation Technology - Maintenance Management", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recPNRUQB8mTfSr8f", "Agricultural Science", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recPzXGUwdTr2JQYW", "Environmental and Natural Resource Economics", "Applied Economics Department", "College of Agriculture and Applied Sciences" ], [ "recQ6PlptLLmanBMW", "Horticulture", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "recQQDkE6fDCbTonj", "Aerospace Studies", "Aerospace Studies Program", "College of Humanities and Social Sciences" ], [ "recQnMxnArCAuivlq", "Environmental Studies", "Environment and Society Department", "College of Natural Resources" ], [ "recR2UFppcwddeAkz", "Recreation Administration", "Kinesiology and Health Science Department", "College of Education & Human Services" ], [ "recRA9IxLl6eKPsJX", "International Studies", "Political Science Department", "College of Humanities and Social Sciences" ], [ "recRVos7lYC2AKxWa", "Aircraft Maintenance Technician - Airframe and Powerplant", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recRbVDDBTAKuPP8n", "Sociology", "Sociology, Social Work and Anthropology Department", "College of Humanities and Social Sciences" ], [ "recRh1Wiy5jfwIYBR", "Geography", "Environment and Society Department", "College of Natural Resources" ], [ "recRobSaHLmdlYNb1", "History", "History Department", "College of Humanities and Social Sciences" ], [ "recRr6ygYJ73AN6YP", "Asian Studies", "Asian Studies Program", "College of Humanities and Social Sciences" ], [ "recSA6imaVN0pjKzD", "Agribusiness", "Applied Economics Department", "College of Agriculture and Applied Sciences" ], [ "recT9LoDnC8ZvdPqM", "Business Education", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recUXelhanME9CfJN", "Health Education and Promotion", "Kinesiology and Health Science Department", "College of Education & Human Services" ], [ "recVNDNQrJxsXPFXa", "Portuguese", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "recVYIFAwjT91pnv7", "Physics Teaching", "Physics Department", "College of Science" ], [ "recVeoVlIsO6k6iUM", "Chinese", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "recW65GeDcH9NqJ8x", "Medical Laboratory Technician", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recWLemLx4KJvtWpb", "Biology", "Biology Department", "College of Science" ], [ "recXLfKqMqRArcKNg", "Agricultural Education", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recXNkQGvzEThZhG3", "Music Therapy", "Music Department", "College of the Arts" ], [ "recZMGS3varqr5TOI", "Anthropology", "Sociology, Social Work and Anthropology Department", "College of Humanities and Social Sciences" ], [ "recaCi0HRhiGc6Pi7", "Criminal Justice", "Sociology, Social Work and Anthropology Department", "College of Humanities and Social Sciences" ], [ "recaJdSK83k6ekRJL", "Nutrition Science", "Nutrition, Dietetics, and Food Sciences Department", "College of Agriculture and Applied Sciences" ], [ "recc4qoqhpUrEYE5g", "Climate Science", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "recd1Su8L4DV8CQsR", "Marketing", "Marketing and Strategy Department", "School of Business" ], [ "recd4JTuI0ssyoz07", "Dietetics", "Nutrition, Dietetics, and Food Sciences Department", "College of Agriculture and Applied Sciences" ], [ "recdIBgeU38UbV2sy", "Civil Engineering", "Civil and Environmental Engineering Department", "College of Engineering" ], [ "recdem96jNnpiXfsH", "Management Information Systems", "Management Information Systems Department", "School of Business" ], [ "recerLFT51xdPQUSX", "Early Childhood Education", "School of Teacher Education and Leadership", "College of Education & Human Services" ], [ "recf3mPmWq4JXKf4L", "International Business", "Marketing and Strategy Department", "School of Business" ], [ "recgZpzqlHMMd8sbM", "Mechanical Engineering", "Mechanical and Aerospace Engineering Department", "College of Engineering" ], [ "recgbn2VvmEBWmuUi", "Soils and Sustainable Land Systems", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "recgszEfeJ5j1n90X", "Management", "Management Department", "School of Business" ], [ "recibyDMerbnhPsja", "Social Work", "Sociology, Social Work and Anthropology Department", "College of Humanities and Social Sciences" ], [ "reck56gwpvllAW5G3", "Residential Landscape Design and Construction", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "reckKqh5Ls0AAJOXD", "Nursing", "Nursing and Health Professions", "College of Education & Human Services" ], [ "reckPDbeLc8ogfvWo", "Biochemistry", "Chemistry and Biochemistry Department", "College of Science" ], [ "reckRkMHHJZLGuBVm", "Interdisciplinary Studies", "Interdisciplinary Studies Program", "College of Agriculture and Applied Sciences" ], [ "reckcN6TKiMpVCBGB", "Plant Science", "Plants, Soils, and Climate Department", "College of Agriculture and Applied Sciences" ], [ "reckd29hkJ9kXf5B3", "German", "Languages, Philosophy and Communication Studies Department", "College of Humanities and Social Sciences" ], [ "reclB5kTwcT03BVV8", "Mathematics Education", "Mathematics and Statistics Department", "College of Science" ], [ "reclQ8BVvj2w4cQ4V", "Environmental Engineering", "Civil and Environmental Engineering Department", "College of Engineering" ], [ "recnFo4aTEqcyFUnJ", "Diesel and Heavy Equipment Mechanics", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recnM17foA2yfWMXC", "American Studies", "English Department", "College of Humanities and Social Sciences" ], [ "recr0WVEPZ08hl4Wt", "Welding Technology", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recrVJyCL0EoMvn6V", "Computer Science", "Computer Science Department", "College of Science" ], [ "recs1FNpEJhYPZ6so", "Military Science", "Military Science Program", "College of Humanities and Social Sciences" ], [ "recsI2B6p1FUQtTlq", "Chemistry", "Chemistry and Biochemistry Department", "College of Science" ], [ "recsdOzk4ps60FEeN", "Aviation Technology - Professional Pilot", "School of Applied Sciences, Technology and Education", "College of Agriculture and Applied Sciences" ], [ "recsiWnUNDT2kmOnr", "Landscape Architecture", "Landscape Architecture and Environmental Planning Department", "College of Agriculture and Applied Sciences" ] ]
major
student_club
{ "column_descriptions": [ "A unique identifier for each major", "major name", "The name of the department that offers the major", "The name college that houses the department that offers the major" ], "column_names_cleaned": [ "major id", "major name", "department", "college" ], "column_types": [ "text", "text", "text", "text" ], "foreign_keys": [], "primary_key": [ "major_id" ] }
[ [ "zip_code", "type", "city", "county", "state", "short_state" ], [ "501", "Unique", "Holtsville", "Suffolk County", "New York", "NY" ], [ "544", "Unique", "Holtsville", "Suffolk County", "New York", "NY" ], [ "601", "Standard", "Adjuntas", "Adjuntas Municipio", "Puerto Rico", "PR" ], [ "602", "Standard", "Aguada", "Aguada Municipio", "Puerto Rico", "PR" ], [ "603", "Standard", "Aguadilla", "Aguadilla Municipio", "Puerto Rico", "PR" ], [ "604", "PO Box", "Aguadilla", "None", "Puerto Rico", "PR" ], [ "605", "PO Box", "Aguadilla", "None", "Puerto Rico", "PR" ], [ "606", "Standard", "Maricao", "Maricao Municipio", "Puerto Rico", "PR" ], [ "610", "Standard", "Anasco", "Anasco Municipio", "Puerto Rico", "PR" ], [ "611", "PO Box", "Angeles", "None", "Puerto Rico", "PR" ], [ "612", "Standard", "Arecibo", "Arecibo Municipio", "Puerto Rico", "PR" ], [ "613", "PO Box", "Arecibo", "None", "Puerto Rico", "PR" ], [ "614", "PO Box", "Arecibo", "None", "Puerto Rico", "PR" ], [ "616", "Standard", "Bajadero", "Arecibo Municipio", "Puerto Rico", "PR" ], [ "617", "Standard", "Barceloneta", "Barceloneta Municipio", "Puerto Rico", "PR" ], [ "622", "Standard", "Boqueron", "Cabo Rojo Municipio", "Puerto Rico", "PR" ], [ "623", "Standard", "Cabo Rojo", "Cabo Rojo Municipio", "Puerto Rico", "PR" ], [ "624", "Standard", "Penuelas", "Penuelas Municipio", "Puerto Rico", "PR" ], [ "627", "Standard", "Camuy", "Camuy Municipio", "Puerto Rico", "PR" ], [ "631", "PO Box", "Castaner", "Lares Municipio", "Puerto Rico", "PR" ], [ "636", "PO Box", "Rosario", "None", "Puerto Rico", "PR" ], [ "637", "Standard", "Sabana Grande", "Sabana Grande Municipio", "Puerto Rico", "PR" ], [ "638", "Standard", "Ciales", "Ciales Municipio", "Puerto Rico", "PR" ], [ "641", "Standard", "Utuado", "Utuado Municipio", "Puerto Rico", "PR" ], [ "646", "Standard", "Dorado", "Dorado Municipio", "Puerto Rico", "PR" ], [ "647", "Standard", "Ensenada", "Guanica Municipio", "Puerto Rico", "PR" ], [ "650", "Standard", "Florida", "Florida Municipio", "Puerto Rico", "PR" ], [ "652", "Standard", "Garrochales", "Arecibo Municipio", "Puerto Rico", "PR" ], [ "653", "Standard", "Guanica", "Guanica Municipio", "Puerto Rico", "PR" ], [ "656", "Standard", "Guayanilla", "Guayanilla Municipio", "Puerto Rico", "PR" ], [ "659", "Standard", "Hatillo", "Hatillo Municipio", "Puerto Rico", "PR" ], [ "660", "Standard", "Hormigueros", "Hormigueros Municipio", "Puerto Rico", "PR" ], [ "662", "Standard", "Isabela", "Isabela Municipio", "Puerto Rico", "PR" ], [ "664", "Standard", "Jayuya", "Jayuya Municipio", "Puerto Rico", "PR" ], [ "667", "Standard", "Lajas", "Lajas Municipio", "Puerto Rico", "PR" ], [ "669", "Standard", "Lares", "Lares Municipio", "Puerto Rico", "PR" ], [ "670", "Standard", "Las Marias", "Las Marias Municipio", "Puerto Rico", "PR" ], [ "674", "Standard", "Manati", "Manati Municipio", "Puerto Rico", "PR" ], [ "676", "Standard", "Moca", "Moca Municipio", "Puerto Rico", "PR" ], [ "677", "Standard", "Rincon", "Rincon Municipio", "Puerto Rico", "PR" ], [ "678", "Standard", "Quebradillas", "Quebradillas Municipio", "Puerto Rico", "PR" ], [ "680", "Standard", "Mayaguez", "Mayaguez Municipio", "Puerto Rico", "PR" ], [ "681", "PO Box", "Mayaguez", "None", "Puerto Rico", "PR" ], [ "682", "Standard", "Mayaguez", "Mayaguez Municipio", "Puerto Rico", "PR" ], [ "683", "Standard", "San German", "San German Municipio", "Puerto Rico", "PR" ], [ "685", "Standard", "San Sebastian", "San Sebastian Municipio", "Puerto Rico", "PR" ], [ "687", "Standard", "Morovis", "Morovis Municipio", "Puerto Rico", "PR" ], [ "688", "Standard", "Sabana Hoyos", "Arecibo Municipio", "Puerto Rico", "PR" ], [ "690", "Standard", "San Antonio", "Aguadilla Municipio", "Puerto Rico", "PR" ], [ "692", "Standard", "Vega Alta", "Vega Alta Municipio", "Puerto Rico", "PR" ], [ "693", "Standard", "Vega Baja", "Vega Baja Municipio", "Puerto Rico", "PR" ], [ "694", "PO Box", "Vega Baja", "Vega Baja Municipio", "Puerto Rico", "PR" ], [ "698", "Standard", "Yauco", "Yauco Municipio", "Puerto Rico", "PR" ], [ "703", "Standard", "Aguas Buenas", "Aguas Buenas Municipio", "Puerto Rico", "PR" ], [ "704", "Standard", "Aguirre", "Salinas Municipio", "Puerto Rico", "PR" ], [ "705", "Standard", "Aibonito", "Aibonito Municipio", "Puerto Rico", "PR" ], [ "707", "Standard", "Maunabo", "Maunabo Municipio", "Puerto Rico", "PR" ], [ "714", "Standard", "Arroyo", "Arroyo Municipio", "Puerto Rico", "PR" ], [ "715", "Standard", "Mercedita", "Ponce Municipio", "Puerto Rico", "PR" ], [ "716", "Standard", "Ponce", "Ponce Municipio", "Puerto Rico", "PR" ], [ "717", "Standard", "Ponce", "Ponce Municipio", "Puerto Rico", "PR" ], [ "718", "Standard", "Naguabo", "Naguabo Municipio", "Puerto Rico", "PR" ], [ "719", "Standard", "Naranjito", "Naranjito Municipio", "Puerto Rico", "PR" ], [ "720", "Standard", "Orocovis", "Orocovis Municipio", "Puerto Rico", "PR" ], [ "721", "PO Box", "Palmer", "None", "Puerto Rico", "PR" ], [ "723", "Standard", "Patillas", "Patillas Municipio", "Puerto Rico", "PR" ], [ "725", "Standard", "Caguas", "Caguas Municipio", "Puerto Rico", "PR" ], [ "726", "PO Box", "Caguas", "None", "Puerto Rico", "PR" ], [ "727", "Standard", "Caguas", "Caguas Municipio", "Puerto Rico", "PR" ], [ "728", "Standard", "Ponce", "Ponce Municipio", "Puerto Rico", "PR" ], [ "729", "Standard", "Canovanas", "Canovanas Municipio", "Puerto Rico", "PR" ], [ "730", "Standard", "Ponce", "Ponce Municipio", "Puerto Rico", "PR" ], [ "731", "Standard", "Ponce", "Ponce Municipio", "Puerto Rico", "PR" ], [ "732", "PO Box", "Ponce", "None", "Puerto Rico", "PR" ], [ "733", "PO Box", "Ponce", "None", "Puerto Rico", "PR" ], [ "734", "PO Box", "Ponce", "None", "Puerto Rico", "PR" ], [ "735", "Standard", "Ceiba", "Ceiba Municipio", "Puerto Rico", "PR" ], [ "736", "Standard", "Cayey", "Cayey Municipio", "Puerto Rico", "PR" ], [ "737", "PO Box", "Cayey", "None", "Puerto Rico", "PR" ], [ "738", "Standard", "Fajardo", "Fajardo Municipio", "Puerto Rico", "PR" ], [ "739", "Standard", "Cidra", "Cidra Municipio", "Puerto Rico", "PR" ], [ "740", "Standard", "Puerto Real", "Fajardo Municipio", "Puerto Rico", "PR" ], [ "741", "Standard", "Punta Santiago", "Humacao Municipio", "Puerto Rico", "PR" ], [ "742", "PO Box", "Roosevelt Roads", "None", "Puerto Rico", "PR" ], [ "744", "PO Box", "Rio Blanco", "None", "Puerto Rico", "PR" ], [ "745", "Standard", "Rio Grande", "Rio Grande Municipio", "Puerto Rico", "PR" ], [ "751", "Standard", "Salinas", "Salinas Municipio", "Puerto Rico", "PR" ], [ "754", "Standard", "San Lorenzo", "San Lorenzo Municipio", "Puerto Rico", "PR" ], [ "757", "Standard", "Santa Isabel", "Santa Isabel Municipio", "Puerto Rico", "PR" ], [ "765", "Standard", "Vieques", "Vieques Municipio", "Puerto Rico", "PR" ], [ "766", "Standard", "Villalba", "Villalba Municipio", "Puerto Rico", "PR" ], [ "767", "Standard", "Yabucoa", "Yabucoa Municipio", "Puerto Rico", "PR" ], [ "769", "Standard", "Coamo", "Coamo Municipio", "Puerto Rico", "PR" ], [ "771", "Standard", "Las Piedras", "Las Piedras Municipio", "Puerto Rico", "PR" ], [ "772", "Standard", "Loiza", "Loiza Municipio", "Puerto Rico", "PR" ], [ "773", "Standard", "Luquillo", "Luquillo Municipio", "Puerto Rico", "PR" ], [ "775", "PO Box", "Culebra", "Culebra Municipio", "Puerto Rico", "PR" ], [ "777", "Standard", "Juncos", "Juncos Municipio", "Puerto Rico", "PR" ], [ "778", "Standard", "Gurabo", "Gurabo Municipio", "Puerto Rico", "PR" ], [ "780", "Standard", "Coto Laurel", "Ponce Municipio", "Puerto Rico", "PR" ] ]
zip_code
student_club
{ "column_descriptions": [ "The ZIP code itself. A five-digit number identifying a US post office.", "The kind of ZIP code", "The city to which the ZIP pertains", "The county to which the ZIP pertains", "The name of the state to which the ZIP pertains", "The abbreviation of the state to which the ZIP pertains" ], "column_names_cleaned": [ "zip code", "type", "city", "county", "state", "short state" ], "column_types": [ "integer", "text", "text", "text", "text", "text" ], "foreign_keys": [], "primary_key": [ "zip_code" ] }
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attendance
student_club
{ "column_descriptions": [ "The unique identifier of the event which was attended", "The unique identifier of the member who attended the event" ], "column_names_cleaned": [ "link to event", "link to member" ], "column_types": [ "text", "text" ], "foreign_keys": [ { "column_name": "link_to_member", "referenced_column_name": "member_id", "referenced_table_name": "member" }, { "column_name": "link_to_event", "referenced_column_name": "event_id", "referenced_table_name": "event" } ], "primary_key": [ "link_to_event", "link_to_member" ] }
[ [ "budget_id", "category", "spent", "remaining", "amount", "event_status", "link_to_event" ], [ "rec0QmEc3cSQFQ6V2", "Advertisement", "67.81", "7.19", "75", "Closed", "recI43CzsZ0Q625ma" ], [ "rec1bG6HSft7XIvTP", "Food", "121.14", "28.86", "150", "Closed", "recggMW2eyCYceNcy" ], [ "rec1z6ISJU2HdIsVm", "Food", "20.2", "-0.199999999999999", "20", "Closed", "recJ4Witp9tpjaugn" ], [ "rec33PFqxLtnp80RJ", "Speaker Gifts", "0.0", "25.0", "25", "Open", "recHaMmaKyfktt5fW" ], [ "rec4DYUKBHMPZXWB2", "Food", "0.0", "150.0", "150", "Open", "recHaMmaKyfktt5fW" ], [ "rec4yM47hEjVVsCuq", "Parking", "0.0", "10.0", "10", "Open", "recs4x1BYWAsU2SKg" ], [ "rec59vErJo51glQRb", "Advertisement", "0.0", "55.0", "55", "Open", "recwM7GMBSLDlb1Ix" ], [ "rec5V70sIuIgpOzDT", "Food", "173.06", "-23.06", "150", "Closed", "recI43CzsZ0Q625ma" ], [ "recFZ47e0eVqcQD9O", "Advertisement", "0.0", "75.0", "75", "Open", "recHaMmaKyfktt5fW" ], [ "recHzdM40gk9a6AdY", "Speaker Gifts", "0.0", "25.0", "25", "Planning", "rec2mJrCofveboaz6" ], [ "recJOc7f9KgpgJm5q", "Parking", "6.0", "4.0", "10", "Closed", "recEVTik3MlqbvLFi" ], [ "recKZxqNPPZgtnR0P", "Speaker Gifts", "0.0", "25.0", "25", "Open", "recs4x1BYWAsU2SKg" ], [ "recKjd7dcURsmP0KY", "Advertisement", "54.25", "0.75", "55", "Open", "recmbOVHSyzXQZpQr" ], [ "recM0BC3bOG33jG4X", "Food", "0.0", "20.0", "20", "Planning", "rec180D2MI4EpckHy" ], [ "recMc8TbR76rmUSHG", "Advertisement", "54.25", "0.75", "55", "Closed", "reczhS8wix6Kzbp9P" ], [ "recN9yY7okNrFps0Y", "Advertisement", "74.59", "0.409999999999997", "75", "Closed", "reciRZdAqNIKuMC96" ], [ "recQf86wBWXvebEBO", "Advertisement", "0.0", "55.0", "55", "Open", "rec0Si5cQ4rJRVzd6" ], [ "recRQdaiKCxFAlPCy", "Club T-Shirts", "295.12", "4.88", "300", "Closed", "recLKj8BbTNqxFbTb" ], [ "recTUGXxhTaFZ2qkg", "Parking", "6.0", "4.0", "10", "Closed", "reciRZdAqNIKuMC96" ], [ "recTxecmwIhCdIKvl", "Advertisement", "54.25", "0.75", "55", "Closed", "recggMW2eyCYceNcy" ], [ "recUmDNVie8sfU6UR", "Food", "0.0", "150.0", "150", "Open", "rec0Si5cQ4rJRVzd6" ], [ "recW1Nf8JDbUhtxkc", "Food", "0.0", "150.0", "150", "Planning", "rec2mJrCofveboaz6" ], [ "recXGXXRruuAY1JNN", "Food", "0.0", "150.0", "150", "Open", "recAlAwtBZ0Fqbr5K" ], [ "recXZUYlYNiRmeoxX", "Advertisement", "0.0", "55.0", "55", "Open", "recerGvehRmgO0obW" ], [ "recXaqLgIlsJ4eppc", "Advertisement", "0.0", "75.0", "75", "Open", "recs4x1BYWAsU2SKg" ], [ "recZAjcliIUo4BCKW", "Food", "20.2", "-0.199999999999999", "20", "Closed", "recMKjJbWRgSQqf4Y" ], [ "recZdw5TjWrRTj4kp", "Parking", "6.0", "4.0", "10", "Closed", "recI43CzsZ0Q625ma" ], [ "recZuCiQzCDAs4zDQ", "Speaker Gifts", "13.45", "11.55", "25", "Closed", "recEVTik3MlqbvLFi" ], [ "recca5tkvdQgoLKZz", "Food", "327.07", "22.9299999999999", "350", "Closed", "recykdvf4LgsyA3wZ" ], [ "recdGqhxapehMT00E", "Food", "0.0", "20.0", "20", "Open", "rec0akZnLLpGUloLH" ], [ "recexNBMuCY9emh6y", "Food", "174.25", "-24.25", "150", "Open", "recmbOVHSyzXQZpQr" ], [ "recfbLRzfFbWypDEs", "Food", "0.0", "20.0", "20", "Planning", "recWJFyajeK4jCNYz" ], [ "recjcVh1VW33HXFFf", "Speaker Gifts", "0.0", "25.0", "25", "Open", "recAlAwtBZ0Fqbr5K" ], [ "recjpAeh0324DqHtB", "Food", "0.0", "150.0", "150", "Open", "recs4x1BYWAsU2SKg" ], [ "reckyFmOuPIIya9hY", "Advertisement", "0.0", "75.0", "75", "Open", "recAlAwtBZ0Fqbr5K" ], [ "recl41vHHNtegoZFY", "Parking", "0.0", "10.0", "10", "Open", "recHaMmaKyfktt5fW" ], [ "recmdREMTVnyW11OD", "Parking", "0.0", "10.0", "10", "Planning", "rec2mJrCofveboaz6" ], [ "recpyBgyiqxFEFCI3", "Food", "0.0", "150.0", "150", "Open", "recerGvehRmgO0obW" ], [ "recqSlOPFX5FlrMqw", "Food", "0.0", "150.0", "150", "Open", "recY3Yesu24bRK7tr" ], [ "recqkZoc6ucWrS8xg", "Advertisement", "0.0", "55.0", "55", "Open", "recY3Yesu24bRK7tr" ], [ "recr60T1tLsfdICV8", "Food", "154.34", "0.659999999999997", "155", "Closed", "recEVTik3MlqbvLFi" ], [ "recrWxbRyYwmsHL0K", "Food", "0.0", "150.0", "150", "Open", "recwM7GMBSLDlb1Ix" ], [ "recsI0IzpUuxl2bPh", "Advertisement", "67.81", "7.19", "75", "Closed", "recEVTik3MlqbvLFi" ], [ "rectLnkwVg4AIgY0R", "Speaker Gifts", "13.45", "11.55", "25", "Closed", "recI43CzsZ0Q625ma" ], [ "rectoPMq4aQQikNEe", "Advertisement", "0.0", "75.0", "75", "Planning", "rec2mJrCofveboaz6" ], [ "recutlCwBNym7tS12", "Speaker Gifts", "16.28", "8.72", "25", "Closed", "reciRZdAqNIKuMC96" ], [ "recvKTAWAFKkVNnXQ", "Advertisement", "122.06", "27.94", "150", "Closed", "recykdvf4LgsyA3wZ" ], [ "recwXIiKoBMjXJsGZ", "Food", "101.94", "48.06", "150", "Closed", "reczhS8wix6Kzbp9P" ], [ "recy8KY5bUdzF81vv", "Food", "20.2", "-0.199999999999999", "20", "Closed", "recc8dizaKrSz3GmH" ], [ "recynAp4ySkYoycct", "Food", "0.0", "20.0", "20", "Planning", "recLrY8kyOR1PcZeF" ], [ "reczf4LoOK6z7oOec", "Food", "122.33", "27.67", "150", "Closed", "reciRZdAqNIKuMC96" ], [ "recziC0Fccvve12RF", "Parking", "0.0", "10.0", "10", "Open", "recAlAwtBZ0Fqbr5K" ] ]
budget
student_club
{ "column_descriptions": [ "A unique identifier for the budget entry", "The area for which the amount is budgeted, such as, advertisement, food, parking", "The total amount spent in the budgeted category for an event.", "A value calculated as the amount budgeted minus the amount spent", "The amount budgeted for the specified category and event", "the status of the event", "The unique identifier of the event to which the budget line applies." ], "column_names_cleaned": [ "budget id", "category", "spent", "remaining", "amount", "event status", "link to event" ], "column_types": [ "text", "text", "real", "real", "integer", "text", "text" ], "foreign_keys": [ { "column_name": "link_to_event", "referenced_column_name": "event_id", "referenced_table_name": "event" } ], "primary_key": [ "budget_id" ] }
[ [ "expense_id", "expense_description", "expense_date", "cost", "approved", "link_to_member", "link_to_budget" ], [ "rec017x6R3hQqkLAo", "Post Cards, Posters", "2019-08-20", "122.06", "true", "rec4BLdZHS2Blfp4v", "recvKTAWAFKkVNnXQ" ], [ "rec1nIjoZKTYayqZ6", "Water, Cookies", "2019-10-08", "20.2", "true", "recro8T1MPMwRadVH", "recy8KY5bUdzF81vv" ], [ "rec1oMgNFt7Y0G40x", "Pizza", "2019-09-10", "51.81", "true", "recD078PnS3x2doBe", "recwXIiKoBMjXJsGZ" ], [ "rec4Zg7WEmfiHXcnC", "Posters", "2019-10-10", "67.81", "true", "rec4BLdZHS2Blfp4v", "recsI0IzpUuxl2bPh" ], [ "rec7gUiykKKW4RaJS", "Parking", "2019-11-19", "6.0", "true", "recro8T1MPMwRadVH", "recTUGXxhTaFZ2qkg" ], [ "recBqNAd2axwvbSUd", "Water, Cookies", "2019-09-10", "20.2", "true", "recro8T1MPMwRadVH", "recZAjcliIUo4BCKW" ], [ "recHPdtBtpThSA9lq", "Pizza", "2019-10-22", "92.82", "true", "recD078PnS3x2doBe", "recr60T1tLsfdICV8" ], [ "recILV3eykJuWc489", "Pizza", "2019-11-19", "62.6", "true", "recD078PnS3x2doBe", "reczf4LoOK6z7oOec" ], [ "recIudsuLiDpzK8Io", "Posters", "2019-09-01", "54.25", "None", "recD078PnS3x2doBe", "recMc8TbR76rmUSHG" ], [ "recJnyr7Z1CjAlHgA", "Posters", "2019-10-01", "54.25", "true", "recD078PnS3x2doBe", "recTxecmwIhCdIKvl" ], [ "recNQk5EsFhOWLl4R", "Pizza", "2019-09-03", "103.62", "true", "recro8T1MPMwRadVH", "recca5tkvdQgoLKZz" ], [ "recOMqTkoXlx8RFt4", "Parking", "2019-10-22", "6.0", "true", "recro8T1MPMwRadVH", "recJOc7f9KgpgJm5q" ], [ "recPjEDS0hBq1saTk", "Water, chips, cookies", "2019-11-05", "50.13", "true", "rec4BLdZHS2Blfp4v", "recexNBMuCY9emh6y" ], [ "recS4pFu5y7MIT4ar", "Posters", "2019-11-04", "74.59", "true", "rec4BLdZHS2Blfp4v", "recN9yY7okNrFps0Y" ], [ "recSWyiU07aPjfFYa", "Water, chips, cookies", "2019-09-24", "59.73", "true", "rec4BLdZHS2Blfp4v", "rec5V70sIuIgpOzDT" ], [ "recTUt9QxJ0Sp3H3m", "Water, chips, cookies", "2019-10-08", "69.33", "true", "recD078PnS3x2doBe", "rec1bG6HSft7XIvTP" ], [ "recYO5hxM6fIVQ44n", "Club shirts", "2019-09-18", "295.12", "true", "recro8T1MPMwRadVH", "recRQdaiKCxFAlPCy" ], [ "recbzLA8PuklutV4x", "Pizza", "2019-11-05", "124.12", "true", "rec4BLdZHS2Blfp4v", "recexNBMuCY9emh6y" ], [ "recc708ab2lufAlNR", "Posters", "2019-11-04", "54.25", "true", "recD078PnS3x2doBe", "recKjd7dcURsmP0KY" ], [ "recc9M5QT9BWofBj0", "Water, chips, cookies", "2019-10-22", "61.52", "true", "rec4BLdZHS2Blfp4v", "recr60T1tLsfdICV8" ], [ "reccYcUpPCTpMXUbB", "Travel Mug", "2019-09-15", "13.45", "true", "rec4BLdZHS2Blfp4v", "rectLnkwVg4AIgY0R" ], [ "reccb1HM5bxQG3mLF", "Water, chips, cookies", "2019-09-10", "50.13", "true", "recD078PnS3x2doBe", "recwXIiKoBMjXJsGZ" ], [ "receRmFWtS9xJdkL2", "Pizza", "2019-10-08", "51.81", "true", "recD078PnS3x2doBe", "rec1bG6HSft7XIvTP" ], [ "recelGWS0AxwSMQwl", "Alumni Glass", "2019-11-14", "16.28", "true", "rec4BLdZHS2Blfp4v", "recutlCwBNym7tS12" ], [ "recgd6PuR9E84egT5", "Water, Veggie tray, supplies", "2019-09-03", "28.15", "true", "recro8T1MPMwRadVH", "recca5tkvdQgoLKZz" ], [ "reciebm8YBqUOsUW3", "Posters", "2019-09-04", "67.81", "true", "rec4BLdZHS2Blfp4v", "rec0QmEc3cSQFQ6V2" ], [ "reckyNexGnIVMiNGn", "Travel Mug", "2019-10-15", "13.45", "true", "rec4BLdZHS2Blfp4v", "recZuCiQzCDAs4zDQ" ], [ "recnK8dKtLnRpm34U", "Pizza", "2019-09-24", "113.33", "true", "recro8T1MPMwRadVH", "rec5V70sIuIgpOzDT" ], [ "recoMvesC2XeccvpV", "Water, Cookies", "2019-11-05", "20.2", "true", "recD078PnS3x2doBe", "rec1z6ISJU2HdIsVm" ], [ "recoi6IqHyFHYxGzO", "Parking", "2019-09-24", "6.0", "true", "recro8T1MPMwRadVH", "recZdw5TjWrRTj4kp" ], [ "recpalswlVDIbuLLu", "Water, cookies, chips", "2019-11-19", "59.73", "true", "recD078PnS3x2doBe", "reczf4LoOK6z7oOec" ], [ "recytertXPNtYtkC3", "Bakery - Donuts, muffins", "2019-09-03", "195.3", "true", "rec4BLdZHS2Blfp4v", "recca5tkvdQgoLKZz" ] ]
expense
student_club
{ "column_descriptions": [ "unique id of income", "A textual description of what the money was spend for", "The date the expense was incurred", "The dollar amount of the expense", "A true or false value indicating if the expense was approved", "The member who incurred the expense", "The unique identifier of the record in the Budget table that indicates the expected total expenditure for a given category and event." ], "column_names_cleaned": [ "expense id", "expense description", "expense date", "cost", "approved", "link to member", "link to budget" ], "column_types": [ "text", "text", "text", "real", "text", "text", "text" ], "foreign_keys": [ { "column_name": "link_to_member", "referenced_column_name": "member_id", "referenced_table_name": "member" }, { "column_name": "link_to_budget", "referenced_column_name": "budget_id", "referenced_table_name": "budget" } ], "primary_key": [ "expense_id" ] }
[ [ "income_id", "date_received", "amount", "source", "notes", "link_to_member" ], [ "rec0s9ZrO15zhzUeE", "2019-10-17", "50", "Dues", "None", "reccW7q1KkhSKZsea" ], [ "rec7f5XMQZexgtQJo", "2019-09-04", "50", "Dues", "None", "recTjHY5xXhvkCdVT" ], [ "rec8BUJa8GXUjiglg", "2019-10-08", "50", "Dues", "None", "recUdRhbhcEO1Hk5r" ], [ "rec8V9BPNIoewWt2z", "2019-10-02", "50", "Dues", "None", "rec3pH4DxMcWHMRB7" ], [ "recCRWMfFqifuKMc6", "2019-09-18", "50", "Dues", "None", "rec28ORZgcm1dtqBZ" ], [ "recMCFQxAiJXxrbsG", "2019-10-31", "50", "Dues", "None", "recZN8afUWlE5fZHG" ], [ "recMFy9sJHhuPZ4cz", "2019-09-25", "50", "Dues", "None", "recjHj4BS5A541n9v" ], [ "recN3WFwGR0c17xe2", "2019-09-14", "200", "Fundraising", "Secured donations to help pay for speaker gifts.", "None" ], [ "recOo362sJrXFv2az", "2019-09-25", "50", "Dues", "None", "recL94zpn6Xh6kQii" ], [ "recPG7h3YcEJpddEW", "2019-09-16", "50", "Dues", "None", "recro8T1MPMwRadVH" ], [ "recQbFmQX2KuVppds", "2019-09-29", "50", "Dues", "None", "recQaxyXBQG5BBtD0" ], [ "recSOleKmRLKSGUxk", "2019-09-08", "50", "Dues", "None", "recf4UKTfipCzgcSA" ], [ "recUFwEienSiuGvVC", "2019-09-21", "50", "Dues", "None", "recEFd8s6pkrTt4Pz" ], [ "recVPX6dYgYBJHMhL", "2019-10-24", "50", "Dues", "None", "reccSUPwy30AeZLEb" ], [ "recXFdA0P6QkxSqg8", "2019-09-18", "50", "Dues", "None", "recP6DJPyi5donvXL" ], [ "recbCZLKaq6fihDEu", "2019-09-27", "50", "Dues", "None", "recxBj3tjKTGHqucS" ], [ "recbQzf35tUvQBCbc", "2019-09-24", "50", "Dues", "None", "recEymrwCUKxiiosI" ], [ "reccMyjWLJhKIWSeJ", "2019-09-25", "50", "Dues", "None", "recttfySfQnYb68u3" ], [ "recenMwUQktMpDTQc", "2019-09-01", "3000", "School Appropration", "Annual funding from Student Government.", "None" ], [ "rech1nxcukSGGnyJC", "2019-10-10", "50", "Dues", "None", "recuSfhAZIlKba4s2" ], [ "rechQXnBZCeVcoQuo", "2019-10-14", "50", "Dues", "None", "recJMazpPVexyFYTc" ], [ "reciGUKgh5pDSQODm", "2019-10-31", "50", "Dues", "None", "rec4O9rmGnLx3j8vt" ], [ "recihQPJWBjlTlS5i", "2019-10-13", "50", "Dues", "None", "recVsoJJHFI8bgtfw" ], [ "recka3W3hlDj92QZY", "2019-09-09", "50", "Dues", "None", "rec4BLdZHS2Blfp4v" ], [ "recmJAim3kpGlGDgp", "2019-09-09", "50", "Dues", "None", "rec75vvFxgYtHmqxY" ], [ "recmUxQVGCGs6NLV4", "2019-09-11", "50", "Dues", "None", "rec280Sk7o31iG0Tx" ], [ "recms6rgtCkMIYg1A", "2019-09-22", "50", "Dues", "None", "recD078PnS3x2doBe" ], [ "reco9QqFb4mD5TRcW", "2019-09-23", "50", "Dues", "None", "rec4BLdZHS2Blfp4v" ], [ "recpLlf3mXQn3oGdj", "2019-10-31", "50", "Dues", "None", "rec1x5zBFIqoOuPW8" ], [ "recphAFPbyclQY63d", "2019-10-05", "1000", "Sponsorship", "Ad revenue for use on flyers used to advertise upcoming events.", "None" ], [ "recpiEFskUe0ccvmq", "2019-09-25", "50", "Dues", "None", "recWh2lJVOT6HjChK" ], [ "recqHWeEomHX3ytUe", "2019-10-04", "50", "Dues", "None", "recsTO4OZIF9rbubk" ], [ "recuH1QWNo5JMi2uc", "2019-09-28", "50", "Dues", "None", "recL4aEZBZoPk9NYx" ], [ "recudPRjARER5Nt9B", "2019-09-06", "50", "Dues", "None", "recT92PyyZCGq1R68" ], [ "recveMvTiFV83rb8t", "2019-09-13", "50", "Dues", "None", "recZ4PkGERzl9ziHO" ], [ "reczYkzM4iPYdi8rh", "2019-09-12", "50", "Dues", "None", "rec3pH4DxMcWHMRB7" ] ]
income
student_club
{ "column_descriptions": [ "A unique identifier for each record of income", "the date that the fund received", "amount of funds", "A value indicating where the funds come from such as dues, or the annual university allocation", "A free-text value giving any needed details about the receipt of funds", "link to member" ], "column_names_cleaned": [ "income id", "date received", "amount", "source", "notes", "link to member" ], "column_types": [ "text", "text", "integer", "text", "text", "text" ], "foreign_keys": [ { "column_name": "link_to_member", "referenced_column_name": "member_id", "referenced_table_name": "member" } ], "primary_key": [ "income_id" ] }
[ [ "member_id", "first_name", "last_name", "email", "position", "t_shirt_size", "phone", "zip", "link_to_major" ], [ "rec1x5zBFIqoOuPW8", "Angela", "Sanders", "[email protected]", "Member", "Medium", "(651) 928-4507", "55108", "recxK3MHQFbR9J5uO" ], [ "rec280Sk7o31iG0Tx", "Grant", "Gilmour", "[email protected]", "Member", "X-Large", "403-555-1310", "29440", "rec7BxKpjJ7bNph3O" ], [ "rec28ORZgcm1dtqBZ", "Luisa", "Guidi", "[email protected]", "Member", "Medium", "442-555-5882", "10002", "recdIBgeU38UbV2sy" ], [ "rec2a03QXbFQAUZ7X", "Randy", "Woodard", "[email protected]", "Inactive", "X-Large", "490-555-8460", "8021", "None" ], [ "rec3pH4DxMcWHMRB7", "Connor", "Hilton", "[email protected]", "Member", "X-Large", "454-555-7970", "48236", "recaJdSK83k6ekRJL" ], [ "rec4BLdZHS2Blfp4v", "Sacha", "Harrison", "[email protected]", "President", "Large", "840-555-4781", "7080", "recCk8lCDOTRp6rKN" ], [ "rec4O9rmGnLx3j8vt", "Christof", "Nielson", "[email protected]", "Member", "X-Large", "(701) 932-1903", "58102", "rectOU2QnznthfWv7" ], [ "rec75vvFxgYtHmqxY", "Carlo", "Jacobs", "[email protected]", "Member", "Medium", "928-555-2577", "11104", "recf3mPmWq4JXKf4L" ], [ "recD078PnS3x2doBe", "Phillip", "Cullen", "[email protected]", "Vice President", "X-Large", "905-555-5035", "1020", "rec9CqGCGV8Y8rOSY" ], [ "recEFd8s6pkrTt4Pz", "Matthew", "Snay", "[email protected]", "Member", "Large", "260-555-4328", "7002", "recxRBSgVYeSEGvyo" ], [ "recEymrwCUKxiiosI", "Adele", "Deleon", "[email protected]", "Member", "Medium", "475-555-3802", "22101", "recR2UFppcwddeAkz" ], [ "recJMazpPVexyFYTc", "Casey", "Mason", "[email protected]", "Member", "Large", "676-555-7843", "14606", "recuN6taqCVkaZMZS" ], [ "recL4aEZBZoPk9NYx", "Trent", "Smith", "[email protected]", "Member", "X-Large", "397-555-3444", "60559", "recAiT3yTABWypvHu" ], [ "recL94zpn6Xh6kQii", "Rafi", "Mckee", "[email protected]", "Member", "Medium", "954-555-6240", "76901", "recObV24Ass2ouQHK" ], [ "recP6DJPyi5donvXL", "Katy", "Balentine", "[email protected]", "Member", "Large", "716-555-3845", "12203", "rec1N0upiVLy5esTO" ], [ "recQaxyXBQG5BBtD0", "Dean", "O'Reilly", "dean.o'[email protected]", "Member", "Medium", "809-555-3360", "28092", "recXLfKqMqRArcKNg" ], [ "recT92PyyZCGq1R68", "Emily", "Jaquith", "[email protected]", "Member", "Small", "540-555-4152", "79106", "recRA9IxLl6eKPsJX" ], [ "recTjHY5xXhvkCdVT", "Edwardo", "Ing", "[email protected]", "Member", "Medium", "109-555-7016", "47711", "rec09LedkREyskCNv" ], [ "recUdRhbhcEO1Hk5r", "Amy", "Firth", "[email protected]", "Member", "Small", "768-555-2323", "21042", "recIzqYuV3wMONTgB" ], [ "recVsoJJHFI8bgtfw", "Mccauley", "Nash", "[email protected]", "Member", "Large", "951-555-6777", "47905", "recB3VldnYdFtttTk" ], [ "recWh2lJVOT6HjChK", "Tyler", "Hewitt", "[email protected]", "Member", "Large", "176-555-6720", "60089", "reclQ8BVvj2w4cQ4V" ], [ "recZ4PkGERzl9ziHO", "Maya", "Mclean", "[email protected]", "Member", "Medium", "435-555-8128", "11554", "reclQ8BVvj2w4cQ4V" ], [ "recZN8afUWlE5fZHG", "Brent", "Thomason", "[email protected]", "Member", "Large", "801-344-2203", "84003", "recT9LoDnC8ZvdPqM" ], [ "reccSUPwy30AeZLEb", "Vincent", "Ratcliffe", "[email protected]", "Inactive", "Large", "894-555-4529", "35640", "recKJHO1P6ZC5m567" ], [ "reccW7q1KkhSKZsea", "Adela", "O'Gallagher", "adela.o'[email protected]", "Member", "Medium", "887-555-7733", "46123", "recVNDNQrJxsXPFXa" ], [ "recf4UKTfipCzgcSA", "Garrett", "Gerke", "[email protected]", "Member", "Large", "738-555-2267", "21801", "recKJHO1P6ZC5m567" ], [ "recjHj4BS5A541n9v", "Keaton", "Mccray", "[email protected]", "Inactive", "X-Large", "616-555-3916", "37110", "recxRBSgVYeSEGvyo" ], [ "reco0mr8dXTgs5wWA", "Keith", "Dunlop", "[email protected]", "Member", "Large", "394-555-4909", "98290", "recVeoVlIsO6k6iUM" ], [ "recro8T1MPMwRadVH", "Elijah", "Allen", "[email protected]", "Treasurer", "X-Large", "724-555-5721", "21784", "recObV24Ass2ouQHK" ], [ "recsTO4OZIF9rbubk", "Madelyn", "Nicholson", "[email protected]", "Member", "Medium", "466-555-3483", "27511", "recKJHO1P6ZC5m567" ], [ "recttfySfQnYb68u3", "Annabella", "Warren", "[email protected]", "Secretary", "Large", "727-555-2732", "60047", "rectez0Ce1okUhv8w" ], [ "recuSfhAZIlKba4s2", "Kevin", "Pierce", "[email protected]", "Member", "Large", "933-555-4147", "92307", "recdIBgeU38UbV2sy" ], [ "recxBj3tjKTGHqucS", "Sherri", "Ramsey", "[email protected]", "Member", "Large", "942-555-1132", "8861", "recVYIFAwjT91pnv7" ] ]
member
student_club
{ "column_descriptions": [ "unique id of member", "member's first name", "member's last name", "member's email", "The position the member holds in the club", "The size of tee shirt that member wants when shirts are ordered", "The best telephone at which to contact the member", "the zip code of the member's hometown", "The unique identifier of the major of the member. References the Major table" ], "column_names_cleaned": [ "member id", "first name", "last name", "email", "position", "t_shirt_size", "phone", "zip", "link to major" ], "column_types": [ "text", "text", "text", "text", "text", "text", "text", "integer", "text" ], "foreign_keys": [ { "column_name": "zip", "referenced_column_name": "zip_code", "referenced_table_name": "zip_code" }, { "column_name": "link_to_major", "referenced_column_name": "major_id", "referenced_table_name": "major" } ], "primary_key": [ "member_id" ] }
[ [ "id", "alignment" ], [ "1", "Good" ], [ "2", "Bad" ], [ "3", "Neutral" ], [ "4", "N/A" ] ]
alignment
superhero
{ "column_descriptions": [ "the unique identifier of the alignment", "the alignment of the superhero" ], "column_names_cleaned": [ "id", "alignment" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "attribute_name" ], [ "1", "Intelligence" ], [ "2", "Strength" ], [ "3", "Speed" ], [ "4", "Durability" ], [ "5", "Power" ], [ "6", "Combat" ] ]
attribute
superhero
{ "column_descriptions": [ "the unique identifier of the attribute", "the attribute" ], "column_names_cleaned": [ "id", "attribute name" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "colour" ], [ "1", "No Colour" ], [ "2", "Amber" ], [ "3", "Auburn" ], [ "4", "Black" ], [ "5", "Black/Blue" ], [ "6", "Blond" ], [ "7", "Blue" ], [ "8", "Blue/White" ], [ "9", "Brown" ], [ "10", "Brown/Black" ], [ "11", "Brown/White" ], [ "12", "Gold" ], [ "13", "Grey" ], [ "14", "Green" ], [ "15", "Green/Blue" ], [ "16", "Hazel" ], [ "17", "Indigo" ], [ "18", "Magenta" ], [ "19", "Orange" ], [ "20", "Orange/White" ], [ "21", "Pink" ], [ "22", "Purple" ], [ "23", "Red" ], [ "24", "Red/Black" ], [ "25", "Red/Grey" ], [ "26", "Red/Orange" ], [ "27", "Red/White" ], [ "28", "Silver" ], [ "29", "Strawberry Blond" ], [ "30", "Violet" ], [ "31", "White" ], [ "32", "White/Red" ], [ "33", "Yellow" ], [ "34", "Yellow/Blue" ], [ "35", "Yellow/Red" ] ]
colour
superhero
{ "column_descriptions": [ "the unique identifier of the color", "the color of the superhero's skin/eye/hair/etc" ], "column_names_cleaned": [ "id", "colour" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "gender" ], [ "1", "Male" ], [ "2", "Female" ], [ "3", "N/A" ] ]
gender
superhero
{ "column_descriptions": [ "the unique identifier of the gender", "the gender of the superhero" ], "column_names_cleaned": [ "id", "gender" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "publisher_name" ], [ "1", "" ], [ "2", "ABC Studios" ], [ "3", "Dark Horse Comics" ], [ "4", "DC Comics" ], [ "5", "George Lucas" ], [ "6", "Hanna-Barbera" ], [ "7", "HarperCollins" ], [ "8", "Icon Comics" ], [ "9", "IDW Publishing" ], [ "10", "Image Comics" ], [ "11", "J. K. Rowling" ], [ "12", "J. R. R. Tolkien" ], [ "13", "Marvel Comics" ], [ "14", "Microsoft" ], [ "15", "NBC - Heroes" ], [ "16", "Rebellion" ], [ "17", "Shueisha" ], [ "18", "Sony Pictures" ], [ "19", "South Park" ], [ "20", "Star Trek" ], [ "21", "SyFy" ], [ "22", "Team Epic TV" ], [ "23", "Titan Books" ], [ "24", "Universal Studios" ], [ "25", "Wildstorm" ] ]
publisher
superhero
{ "column_descriptions": [ "the unique identifier of the publisher", "the name of the publisher" ], "column_names_cleaned": [ "id", "publisher_name" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "race" ], [ "1", "-" ], [ "2", "Alien" ], [ "3", "Alpha" ], [ "4", "Amazon" ], [ "5", "Android" ], [ "6", "Animal" ], [ "7", "Asgardian" ], [ "8", "Atlantean" ], [ "9", "Bizarro" ], [ "10", "Bolovaxian" ], [ "11", "Clone" ], [ "12", "Cosmic Entity" ], [ "13", "Cyborg" ], [ "14", "Czarnian" ], [ "15", "Dathomirian Zabrak" ], [ "16", "Demi-God" ], [ "17", "Demon" ], [ "18", "Eternal" ], [ "19", "Flora Colossus" ], [ "20", "Frost Giant" ], [ "21", "God / Eternal" ], [ "22", "Gorilla" ], [ "23", "Gungan" ], [ "24", "Human" ], [ "25", "Human / Altered" ], [ "26", "Human / Clone" ], [ "27", "Human / Cosmic" ], [ "28", "Human / Radiation" ], [ "29", "Human-Kree" ], [ "30", "Human-Spartoi" ], [ "31", "Human-Vulcan" ], [ "32", "Human-Vuldarian" ], [ "33", "Icthyo Sapien" ], [ "34", "Inhuman" ], [ "35", "Kakarantharaian" ], [ "36", "Korugaran" ], [ "37", "Kryptonian" ], [ "38", "Luphomoid" ], [ "39", "Maiar" ], [ "40", "Martian" ], [ "41", "Metahuman" ], [ "42", "Mutant" ], [ "43", "Mutant / Clone" ], [ "44", "New God" ], [ "45", "Neyaphem" ], [ "46", "Parademon" ], [ "47", "Planet" ], [ "48", "Rodian" ], [ "49", "Saiyan" ], [ "50", "Spartoi" ], [ "51", "Strontian" ], [ "52", "Symbiote" ], [ "53", "Talokite" ], [ "54", "Tamaranean" ], [ "55", "Ungaran" ], [ "56", "Vampire" ], [ "57", "Xenomorph XX121" ], [ "58", "Yautja" ], [ "59", "Yoda's species" ], [ "60", "Zen-Whoberian" ], [ "61", "Zombie" ] ]
race
superhero
{ "column_descriptions": [ "the unique identifier of the race", "the race of the superhero" ], "column_names_cleaned": [ "id", "race" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
[ [ "id", "superhero_name", "full_name", "gender_id", "eye_colour_id", "hair_colour_id", "skin_colour_id", "race_id", "publisher_id", "alignment_id", "height_cm", "weight_kg" ], [ "1", "3-D Man", "Charles Chandler", "1", "9", "13", "1", "1", "13", "1", "188", "90" ], [ "2", "A-Bomb", "Richard Milhouse Jones", "1", "33", "1", "1", "24", "13", "1", "203", "441" ], [ "3", "Abe Sapien", "Abraham Sapien", "1", "7", "1", "7", "33", "3", "1", "191", "65" ], [ "4", "Abin Sur", "-", "1", "7", "1", "23", "55", "4", "1", "185", "90" ], [ "5", "Abomination", "Emil Blonsky", "1", "14", "1", "1", "28", "13", "2", "203", "441" ], [ "6", "Abraxas", "Abraxas", "1", "7", "4", "1", "12", "13", "2", "0", "0" ], [ "7", "Absorbing Man", "None", "1", "7", "1", "1", "24", "13", "2", "193", "122" ], [ "8", "Adam Monroe", "-", "1", "7", "6", "1", "1", "15", "1", "0", "0" ], [ "9", "Adam Strange", "Adam Strange", "1", "7", "6", "1", "24", "4", "1", "185", "88" ], [ "10", "Agent 13", "Sharon Carter", "2", "7", "6", "1", "1", "13", "1", "173", "61" ], [ "11", "Agent Bob", "Bob", "1", "9", "9", "1", "24", "13", "1", "178", "81" ], [ "12", "Agent Zero", "Christoph Nord", "1", "1", "1", "1", "1", "13", "1", "191", "104" ], [ "13", "Air-Walker", "Gabriel Lan", "1", "7", "31", "1", "1", "13", "2", "188", "108" ], [ "14", "Ajax", "None", "1", "9", "4", "1", "13", "13", "2", "193", "90" ], [ "15", "Alan Scott", "None", "1", "7", "6", "1", "1", "4", "1", "180", "90" ], [ "16", "Alex Mercer", "Alexander J. Mercer", "1", "1", "1", "1", "24", "25", "2", "0", "0" ], [ "17", "Alex Woolsly", "Alex Woolsly", "1", "1", "1", "1", "1", "15", "1", "0", "0" ], [ "18", "Alfred Pennyworth", "Alfred Thaddeus Crane Pennyworth", "1", "7", "4", "1", "24", "4", "1", "178", "72" ], [ "19", "Alien", "Xenomorph", "1", "1", "1", "4", "57", "3", "2", "244", "169" ], [ "20", "Allan Quatermain", "None", "1", "1", "1", "1", "1", "25", "1", "None", "None" ], [ "21", "Amazo", "-", "1", "23", "1", "1", "5", "4", "2", "257", "173" ], [ "22", "Ammo", "-", "1", "9", "4", "1", "24", "13", "2", "188", "101" ], [ "23", "Ando Masahashi", "Ando Masahashi", "1", "1", "1", "1", "1", "15", "1", "0", "0" ], [ "24", "Angel", "Liam", "1", "1", "1", "1", "56", "3", "1", "0", "0" ], [ "25", "Angel", "Liam", "1", "7", "6", "1", "1", "13", "1", "183", "68" ], [ "26", "Angel Dust", "Christina", "2", "33", "4", "1", "42", "13", "1", "165", "57" ], [ "27", "Angel Salvadore", "Angel Salvadore Bohusk", "2", "9", "4", "1", "1", "13", "1", "163", "54" ], [ "28", "Angela", "-", "2", "1", "1", "1", "1", "10", "2", "0", "0" ], [ "29", "Animal Man", "Bernhard Baker", "1", "7", "6", "1", "24", "4", "1", "183", "83" ], [ "30", "Annihilus", "Annihilus", "1", "14", "1", "1", "1", "13", "2", "180", "90" ], [ "31", "Ant-Man", "Henry Jonathan Pym", "1", "7", "6", "1", "24", "13", "1", "211", "122" ], [ "32", "Ant-Man II", "Scott Lang", "1", "7", "6", "1", "24", "13", "1", "183", "86" ], [ "33", "Anti-Monitor", "None", "1", "33", "1", "1", "21", "4", "2", "61", "None" ], [ "34", "Anti-Spawn", "Jason Wynn", "1", "1", "1", "1", "1", "10", "2", "0", "0" ], [ "35", "Anti-Venom", "Edward Charles Allan Brock", "1", "7", "6", "1", "52", "13", "None", "229", "358" ], [ "36", "Apocalypse", "En Sabah Nur", "1", "23", "4", "13", "42", "13", "2", "213", "135" ], [ "37", "Aquababy", "Arthur Curry, Jr.", "1", "7", "6", "1", "1", "4", "1", "0", "0" ], [ "38", "Aqualad", "Garth", "1", "7", "4", "1", "8", "4", "1", "178", "106" ], [ "39", "Aquaman", "Orin", "1", "7", "6", "1", "8", "4", "1", "185", "146" ], [ "40", "Arachne", "Julia Carpenter", "2", "7", "6", "1", "24", "13", "1", "175", "63" ], [ "41", "Archangel", "Warren Kenneth Worthington III", "1", "7", "6", "7", "42", "13", "1", "183", "68" ], [ "42", "Arclight", "Philippa Sontag", "2", "30", "22", "1", "1", "13", "2", "173", "57" ], [ "43", "Ardina", "-", "2", "31", "19", "12", "2", "13", "1", "193", "98" ], [ "44", "Ares", "-", "1", "23", "4", "1", "21", "4", "3", "208", "162" ], [ "45", "Ares", "-", "1", "9", "9", "1", "1", "13", "1", "185", "270" ], [ "46", "Ariel", "Ariel", "2", "22", "21", "1", "1", "13", "1", "165", "59" ], [ "47", "Armor", "Hisako Ichiki", "2", "4", "4", "1", "1", "13", "1", "163", "50" ], [ "48", "Arsenal", "Roy William Harper, Jr.", "1", "1", "1", "1", "24", "4", "1", "0", "0" ], [ "49", "Astro Boy", "None", "1", "9", "4", "1", "1", "1", "1", "None", "None" ], [ "50", "Atlas", "-", "1", "7", "9", "1", "21", "4", "2", "198", "126" ], [ "51", "Atlas", "-", "1", "9", "23", "1", "42", "13", "1", "183", "101" ], [ "52", "Atlas", "Erik Stephan Josten", "1", "7", "9", "1", "21", "4", "2", "198", "126" ], [ "53", "Atlas", "Erik Stephan Josten", "1", "9", "23", "1", "42", "13", "1", "183", "101" ], [ "54", "Atom", "Albert Pratt", "1", "7", "23", "1", "1", "4", "1", "178", "68" ], [ "55", "Atom Girl", "Salu Digby", "2", "4", "4", "1", "1", "4", "1", "168", "54" ], [ "56", "Atom II", "Raymond Palmer", "1", "9", "3", "1", "24", "4", "1", "183", "81" ], [ "57", "Atom III", "None", "1", "1", "23", "1", "1", "4", "1", "None", "None" ], [ "58", "Atom IV", "Ryan Choi", "1", "9", "4", "1", "1", "4", "1", "0", "72" ], [ "59", "Aurora", "Jeanne-Marie Beaubier", "2", "7", "4", "1", "42", "13", "1", "180", "63" ], [ "60", "Azazel", "-", "1", "33", "4", "23", "45", "13", "2", "183", "67" ], [ "61", "Azrael", "Michael Washington Lane", "1", "9", "4", "1", "24", "4", "1", "0", "0" ], [ "62", "Aztar", "Aztar", "1", "1", "1", "1", "1", "4", "1", "0", "0" ], [ "63", "Bananaman", "-", "1", "1", "1", "1", "24", "1", "1", "0", "0" ], [ "64", "Bane", "-", "1", "1", "1", "1", "24", "4", "2", "203", "180" ], [ "65", "Banshee", "Sean Cassidy", "1", "14", "29", "1", "24", "13", "1", "183", "77" ], [ "66", "Bantam", "Roberto Velasquez", "1", "9", "4", "1", "1", "13", "1", "165", "54" ], [ "67", "Batgirl", "Mary Elizabeth Kane", "2", "14", "23", "1", "24", "4", "1", "170", "57" ], [ "68", "Batgirl II", "Barbara Gordon", "2", "14", "23", "1", "24", "4", "1", "170", "57" ], [ "69", "Batgirl III", "Helena Rosa Bertinelli", "2", "1", "1", "1", "1", "4", "1", "0", "0" ], [ "70", "Batgirl IV", "Cassandra Cain", "2", "14", "4", "1", "24", "4", "1", "165", "52" ], [ "71", "Batgirl V", "None", "2", "1", "1", "1", "1", "4", "1", "None", "None" ], [ "72", "Batgirl VI", "Stephanie Brown", "2", "7", "6", "1", "1", "4", "1", "168", "61" ], [ "73", "Batman", "Bruce Wayne", "1", "7", "4", "1", "24", "4", "1", "188", "95" ], [ "74", "Batman II", "Richard John Grayson", "1", "7", "4", "1", "24", "4", "1", "178", "79" ], [ "75", "Batman III", "Terrence McGinnis", "1", "7", "4", "1", "24", "4", "1", "178", "77" ], [ "76", "Battlestar", "Lemar Hoskins", "1", "9", "4", "1", "1", "13", "1", "198", "133" ], [ "77", "Batwoman V", "None", "2", "14", "23", "1", "24", "4", "1", "178", "None" ], [ "78", "Beak", "None", "1", "4", "31", "1", "1", "13", "1", "175", "63" ], [ "79", "Beast", "Henry Philip McCoy", "1", "7", "7", "7", "42", "13", "1", "180", "181" ], [ "80", "Beast Boy", "Garfield Mark Logan", "1", "14", "14", "14", "24", "4", "1", "173", "68" ], [ "81", "Beetle", "-", "1", "1", "1", "1", "1", "13", "2", "0", "0" ], [ "82", "Ben 10", "Benjamin Kirby Tennyson", "1", "1", "1", "1", "1", "4", "1", "0", "0" ], [ "83", "Beta Ray Bill", "Beta Ray Bill (translation of his Korbinite name)", "1", "1", "1", "1", "1", "13", "1", "201", "216" ], [ "84", "Beyonder", "-", "1", "1", "1", "1", "21", "13", "1", "0", "0" ], [ "85", "Bi-Beast", "-", "1", "4", "1", "1", "5", "13", "1", "229", "158" ], [ "86", "Big Barda", "Barda Free", "2", "7", "4", "1", "44", "4", "2", "188", "135" ], [ "87", "Big Daddy", "Damon Macready", "1", "1", "1", "1", "1", "8", "1", "0", "0" ], [ "88", "Big Man", "Frederick Foswell", "1", "7", "9", "1", "1", "13", "2", "165", "71" ], [ "89", "Bill Harken", "-", "1", "1", "1", "1", "3", "21", "1", "0", "0" ], [ "90", "Billy Kincaid", "None", "1", "1", "1", "1", "1", "10", "2", "None", "None" ], [ "91", "Binary", "Carol Susan Jane Danvers", "2", "7", "6", "1", "1", "13", "1", "180", "54" ], [ "92", "Bionic Woman", "Jamie Wells Sommers", "2", "7", "4", "1", "13", "1", "1", "0", "0" ], [ "93", "Bird-Brain", "-", "3", "1", "1", "1", "1", "13", "1", "0", "0" ], [ "94", "Bird-Man", "None", "1", "1", "1", "1", "24", "13", "2", "None", "None" ], [ "95", "Bird-Man II", "None", "1", "1", "1", "1", "24", "13", "2", "None", "None" ], [ "96", "Birdman", "Ray Randal", "1", "1", "1", "1", "21", "6", "1", "0", "0" ], [ "97", "Bishop", "Lucas Bishop", "1", "9", "1", "1", "42", "13", "1", "198", "124" ], [ "98", "Bizarro", "Bizarro", "1", "4", "4", "31", "9", "4", "3", "191", "155" ], [ "99", "Black Abbott", "None", "1", "23", "4", "1", "1", "13", "2", "None", "None" ], [ "100", "Black Adam", "Teth-Adam", "1", "9", "4", "1", "1", "4", "2", "191", "113" ] ]
superhero
superhero
{ "column_descriptions": [ "the unique identifier of the superhero", "the name of the superhero", "the full name of the superhero", "the id of the superhero's gender", "the id of the superhero's eye color", "the id of the superhero's hair color", "the id of the superhero's skin color", "the id of the superhero's race", "the id of the publisher", "the id of the superhero's alignment", "the height of the superhero", "the weight of the superhero" ], "column_names_cleaned": [ "id", "superhero name", "full name", "gender id", "eye colour id", "hair colour id", "skin colour id", "race id", "publisher id", "alignment id", "height cm", "weight kg" ], "column_types": [ "integer", "text", "text", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer", "integer" ], "foreign_keys": [ { "column_name": "skin_colour_id", "referenced_column_name": "id", "referenced_table_name": "colour" }, { "column_name": "race_id", "referenced_column_name": "id", "referenced_table_name": "race" }, { "column_name": "publisher_id", "referenced_column_name": "id", "referenced_table_name": "publisher" }, { "column_name": "hair_colour_id", "referenced_column_name": "id", "referenced_table_name": "colour" }, { "column_name": "gender_id", "referenced_column_name": "id", "referenced_table_name": "gender" }, { "column_name": "eye_colour_id", "referenced_column_name": "id", "referenced_table_name": "colour" }, { "column_name": "alignment_id", "referenced_column_name": "id", "referenced_table_name": "alignment" } ], "primary_key": [ "id" ] }
[ [ "hero_id", "attribute_id", "attribute_value" ], [ "1", "1", "80" ], [ "2", "1", "75" ], [ "3", "1", "95" ], [ "4", "1", "80" ], [ "5", "1", "85" ], [ "6", "1", "100" ], [ "8", "1", "85" ], [ "9", "1", "85" ], [ "10", "1", "80" ], [ "11", "1", "60" ], [ "12", "1", "90" ], [ "13", "1", "80" ], [ "16", "1", "80" ], [ "17", "1", "55" ], [ "18", "1", "85" ], [ "19", "1", "80" ], [ "21", "1", "85" ], [ "22", "1", "35" ], [ "23", "1", "35" ], [ "24", "1", "90" ], [ "26", "1", "75" ], [ "27", "1", "75" ], [ "28", "1", "95" ], [ "29", "1", "80" ], [ "30", "1", "90" ], [ "31", "1", "100" ], [ "32", "1", "90" ], [ "34", "1", "75" ], [ "35", "1", "90" ], [ "36", "1", "100" ], [ "37", "1", "60" ], [ "38", "1", "85" ], [ "39", "1", "95" ], [ "40", "1", "80" ], [ "41", "1", "85" ], [ "42", "1", "75" ], [ "43", "1", "85" ], [ "45", "1", "90" ], [ "44", "1", "90" ], [ "46", "1", "80" ], [ "47", "1", "80" ], [ "48", "1", "80" ], [ "51", "1", "85" ], [ "53", "1", "85" ], [ "50", "1", "85" ], [ "52", "1", "85" ], [ "54", "1", "90" ], [ "55", "1", "75" ], [ "56", "1", "95" ], [ "58", "1", "85" ], [ "59", "1", "85" ], [ "60", "1", "80" ], [ "61", "1", "85" ], [ "62", "1", "95" ], [ "63", "1", "60" ], [ "64", "1", "95" ], [ "65", "1", "80" ], [ "66", "1", "65" ], [ "67", "1", "70" ], [ "68", "1", "95" ], [ "69", "1", "80" ], [ "70", "1", "85" ], [ "72", "1", "90" ], [ "73", "1", "100" ], [ "75", "1", "95" ], [ "74", "1", "95" ], [ "76", "1", "80" ], [ "79", "1", "100" ], [ "80", "1", "80" ], [ "81", "1", "70" ], [ "82", "1", "90" ], [ "83", "1", "85" ], [ "84", "1", "100" ], [ "85", "1", "95" ], [ "86", "1", "95" ], [ "87", "1", "75" ], [ "88", "1", "90" ], [ "89", "1", "85" ], [ "91", "1", "95" ], [ "92", "1", "80" ], [ "93", "1", "65" ], [ "96", "1", "90" ], [ "97", "1", "85" ], [ "98", "1", "75" ], [ "100", "1", "95" ], [ "101", "1", "90" ], [ "102", "1", "85" ], [ "103", "1", "85" ], [ "104", "1", "90" ], [ "105", "1", "75" ], [ "107", "1", "85" ], [ "108", "1", "80" ], [ "109", "1", "90" ], [ "110", "1", "90" ], [ "111", "1", "95" ], [ "113", "1", "90" ], [ "114", "1", "85" ], [ "115", "1", "75" ], [ "116", "1", "80" ], [ "117", "1", "85" ] ]
hero_attribute
superhero
{ "column_descriptions": [ "the id of the hero\nMaps to superhero(id)", "the id of the attribute\nMaps to attribute(id)", "the attribute value" ], "column_names_cleaned": [ "hero id", "attribute id", "attribute value" ], "column_types": [ "integer", "integer", "integer" ], "foreign_keys": [ { "column_name": "hero_id", "referenced_column_name": "id", "referenced_table_name": "superhero" }, { "column_name": "attribute_id", "referenced_column_name": "id", "referenced_table_name": "attribute" } ], "primary_key": [] }
[ [ "id", "power_name" ], [ "1", "Agility" ], [ "2", "Accelerated Healing" ], [ "3", "Lantern Power Ring" ], [ "4", "Dimensional Awareness" ], [ "5", "Cold Resistance" ], [ "6", "Durability" ], [ "7", "Stealth" ], [ "8", "Energy Absorption" ], [ "9", "Flight" ], [ "10", "Danger Sense" ], [ "11", "Underwater breathing" ], [ "12", "Marksmanship" ], [ "13", "Weapons Master" ], [ "14", "Power Augmentation" ], [ "15", "Animal Attributes" ], [ "16", "Longevity" ], [ "17", "Intelligence" ], [ "18", "Super Strength" ], [ "19", "Cryokinesis" ], [ "20", "Telepathy" ], [ "21", "Energy Armor" ], [ "22", "Energy Blasts" ], [ "23", "Duplication" ], [ "24", "Size Changing" ], [ "25", "Density Control" ], [ "26", "Stamina" ], [ "27", "Astral Travel" ], [ "28", "Audio Control" ], [ "29", "Dexterity" ], [ "30", "Omnitrix" ], [ "31", "Super Speed" ], [ "32", "Possession" ], [ "33", "Animal Oriented Powers" ], [ "34", "Weapon-based Powers" ], [ "35", "Electrokinesis" ], [ "36", "Darkforce Manipulation" ], [ "37", "Death Touch" ], [ "38", "Teleportation" ], [ "39", "Enhanced Senses" ], [ "40", "Telekinesis" ], [ "41", "Energy Beams" ], [ "42", "Magic" ], [ "43", "Hyperkinesis" ], [ "44", "Jump" ], [ "45", "Clairvoyance" ], [ "46", "Dimensional Travel" ], [ "47", "Power Sense" ], [ "48", "Shapeshifting" ], [ "49", "Peak Human Condition" ], [ "50", "Immortality" ], [ "51", "Camouflage" ], [ "52", "Element Control" ], [ "53", "Phasing" ], [ "54", "Astral Projection" ], [ "55", "Electrical Transport" ], [ "56", "Fire Control" ], [ "57", "Projection" ], [ "58", "Summoning" ], [ "59", "Enhanced Memory" ], [ "60", "Reflexes" ], [ "61", "Invulnerability" ], [ "62", "Energy Constructs" ], [ "63", "Force Fields" ], [ "64", "Self-Sustenance" ], [ "65", "Anti-Gravity" ], [ "66", "Empathy" ], [ "67", "Power Nullifier" ], [ "68", "Radiation Control" ], [ "69", "Psionic Powers" ], [ "70", "Elasticity" ], [ "71", "Substance Secretion" ], [ "72", "Elemental Transmogrification" ], [ "73", "Technopath/Cyberpath" ], [ "74", "Photographic Reflexes" ], [ "75", "Seismic Power" ], [ "76", "Animation" ], [ "77", "Precognition" ], [ "78", "Mind Control" ], [ "79", "Fire Resistance" ], [ "80", "Power Absorption" ], [ "81", "Enhanced Hearing" ], [ "82", "Nova Force" ], [ "83", "Insanity" ], [ "84", "Hypnokinesis" ], [ "85", "Animal Control" ], [ "86", "Natural Armor" ], [ "87", "Intangibility" ], [ "88", "Enhanced Sight" ], [ "89", "Molecular Manipulation" ], [ "90", "Heat Generation" ], [ "91", "Adaptation" ], [ "92", "Gliding" ], [ "93", "Power Suit" ], [ "94", "Mind Blast" ], [ "95", "Probability Manipulation" ], [ "96", "Gravity Control" ], [ "97", "Regeneration" ], [ "98", "Light Control" ], [ "99", "Echolocation" ], [ "100", "Levitation" ] ]
superpower
superhero
{ "column_descriptions": [ "the unique identifier of the superpower", "the superpower name" ], "column_names_cleaned": [ "id", "power name" ], "column_types": [ "integer", "text" ], "foreign_keys": [], "primary_key": [ "id" ] }
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hero_power
superhero
{ "column_descriptions": [ "the id of the hero\nMaps to superhero(id)", "the id of the power\nMaps to superpower(id)" ], "column_names_cleaned": [ "hero id", "power id" ], "column_types": [ "integer", "integer" ], "foreign_keys": [ { "column_name": "power_id", "referenced_column_name": "id", "referenced_table_name": "superpower" }, { "column_name": "hero_id", "referenced_column_name": "id", "referenced_table_name": "superhero" } ], "primary_key": [] }
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badges
codebase_community
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[ [ "Id", "PostId", "Score", "Text", "CreationDate", "UserId", "UserDisplayName" ], [ "1", "3", "5", "Could be a poster child fo argumentative and subjective. At the least, need to define 'valuable'.", "2010-07-19 19:15:52.0", "13", "None" ], [ "2", "5", "0", "Yes, R is nice- but WHY is it 'valuable'.", "2010-07-19 19:16:14.0", "13", "None" ], [ "3", "9", "0", "Again- why? How would I convince my boss to use this over, say, Excel.", "2010-07-19 19:18:54.0", "13", "None" ], [ "4", "5", "11", "It's mature, well supported, and a standard within certain scientific communities (popular in our AI department, for example)", "2010-07-19 19:19:56.0", "37", "None" ], [ "5", "3", "1", "Define \"valuable\"...", "2010-07-19 19:20:28.0", "5", "None" ], [ "6", "14", "9", "why ask the question here? All are community-wiki, why not just fix the canonical answer?", "2010-07-19 19:22:27.0", "23", "None" ], [ "7", "18", "1", "also the US census data http://www.census.gov/main/www/access.html", "2010-07-19 19:25:47.0", "36", "None" ], [ "9", "16", "0", "Andrew Gelman has a nice R library that links Bugs to R.", "2010-07-19 19:30:24.0", "78", "None" ], [ "10", "23", "4", "I am not sure I understand the difficulty. If the functional form is known just take the derivative otherwise take differences. Am I missing something here?", "2010-07-19 19:31:18.0", "None", "user28" ], [ "11", "43", "5", "There are many R GUI's available for Windows, so I'm not following your point.", "2010-07-19 19:34:20.0", "5", "None" ], [ "12", "38", "0", "That's just an example - it might have a median that is much smaller, on the order of 200 (it depends on how I partition the data). That would preclude using a normal distribution, right?", "2010-07-19 19:37:33.0", "54", "None" ], [ "13", "20", "2", "What levels of kurtosis and skewdness are acceptable to meet the assumption of normality?", "2010-07-19 19:38:01.0", "24", "None" ], [ "14", "46", "6", "this is an incredibly unclear response. Please try to write in English.", "2010-07-19 19:38:30.0", "74", "None" ], [ "15", "3", "2", "Maybe the focus shouldn't be on \"valuable\" but rather \"pros\" and \"cons\" of each project?", "2010-07-19 19:44:47.0", "24", "None" ], [ "16", "8", "2", "Probably better asked on meta. People feel like they have to downvote it because it is an off-topic question. But then the downvotes make it look like staticians have no sense of humor :(", "2010-07-19 19:46:19.0", "13", "None" ], [ "18", "36", "10", "http://xkcd.com/552/", "2010-07-19 19:48:32.0", "68", "None" ], [ "19", "8", "0", "@Jason Punyon in particular gets a humorless downvote for removing my \"verboten\" tag! ;-)", "2010-07-19 19:50:40.0", "6", "None" ], [ "20", "54", "3", "I am not sure if characterizing one or the other as the 'wrong' formula is the way to understand the issue. It is just that the second one is 'better' in in the sense that it is an unbiased estimator of the true standard deviation. So, if you care about unbiased estimates then the second one is 'better'/'correct'.", "2010-07-19 19:51:06.0", "None", "user28" ], [ "21", "77", "1", "I like the first example you give. That will certainly get the students talking ;)", "2010-07-19 19:56:18.0", "8", "None" ], [ "22", "56", "1", "I like the analogy. I would find it very useful if there were a defined question (based on a dataset) in which an answer was derived using frequentist reasoning and an answer was derived using Bayesian - preferably with R script to handle both reasonings. Am I asking too much?", "2010-07-19 19:56:21.0", "104", "None" ], [ "23", "57", "3", "-1 for wikipedia cut and paste", "2010-07-19 19:56:28.0", "74", "None" ], [ "24", "73", "0", "Very subjective question: this question cannot be answered, and is not suitable for a QA site.", "2010-07-19 19:58:20.0", "107", "None" ], [ "25", "76", "1", "+1 for ggplot2 - by far best graphs you can get", "2010-07-19 19:59:04.0", "22", "None" ], [ "27", "77", "0", "There's an interesting discussion by Steve Steinberg on his blog here: http://blog.steinberg.org/?p=11 about some of the implications of 1 and where it might lead in terms of Weak AI.", "2010-07-19 20:01:15.0", "55", "None" ], [ "28", "57", "5", "@el chief: On Stackexchange sites, it is allowed to copy and paste answers from other resources. I give the source link along with the answers. It's pointless to give -1 to a right answer. See meta for what is allowed here and what is not; and a big -1 from me to your behavior!", "2010-07-19 20:02:25.0", "69", "None" ], [ "29", "79", "0", "I wasn't suggesting it was, I was just curious as to why such a difference might have arisen, what sort of level of error following the wrong advice might give and whether there was a decent explanation of the difference I could give to my students.", "2010-07-19 20:03:30.0", "55", "None" ], [ "30", "57", "3", "Wikipedia cut and paste doesn't bother me when cited, as it is here [is it compatible with the cc-sa license?]. However, these explanations are complicated for a beginner", "2010-07-19 20:03:31.0", "87", "None" ], [ "31", "54", "0", "I was characterising the formula as \"wrong\" purely in the sense that in an exam if you use the formula which isn't proscribed by the syllabus you'll end up with the \"wrong\" answer. Plus if the values are not a sample of population per se then surely the first formula gives the more accurate value.", "2010-07-19 20:05:22.0", "55", "None" ], [ "32", "73", "2", "Should probably be community wiki; useful question here but doesn't have definitive answer.", "2010-07-19 20:05:57.0", "5", "None" ], [ "33", "73", "2", "@Shane: good point. moved.\n@ Egon: subjective indeed. but if the answers come from knowledgeable people i don't mind dose of subjectivity.\ni've started learning R quite recently and have couple of dozens installed to explore, however i notice that there are tools that I use much more often irrespectively of the task at hand.", "2010-07-19 20:06:56.0", "22", "None" ], [ "34", "56", "8", "The simplest thing that I can think of that tossing a coin n times and estimating the probability of a heads (denote by p). Suppose, we observe k heads. Then the probability of getting k heads is:\n\nP (k heads in n trials) = (n, k) p^k (1-p)^(n-k)\n\nFrequentist inference would maximize the above to arrive at an estimate of p = k / n.\n\nBayesian would say: Hey, I know that p ~ Beta(1,1) (which is equivalent to assuming that p is uniform on [0,1]). So, the updated inference would be:\n\np ~ Beta(1+k,1+n-k) and thus the bayesian estimate of p would be \n\np = 1+k / (2+n)\n\nI do not know R, sorry.", "2010-07-19 20:11:13.0", "None", "user28" ], [ "35", "43", "0", "I wasn't aware of rapidminer. That looks nice, thanks!", "2010-07-19 20:11:28.0", "33", "None" ], [ "36", "3", "0", "Or maybe even \"How X will help you get Y done faster/cheaper and kill the germs that cause bad breath.\"", "2010-07-19 20:15:51.0", "13", "None" ], [ "38", "73", "0", "It would be interesting if StackExchange could support some method of linking community wiki posts across sites. Because I will bet this question has been asked on Stackoverflow and I also think that Statistical Analysis may attract some people that wouldn't usually visit SO.", "2010-07-19 20:19:28.0", "13", "None" ], [ "39", "75", "2", "This is really a Stackoverflow question as it has to do with learning the R programming language. With the current wording the question is only associated with statistics by virtue of R's focus on statistical analysis.", "2010-07-19 20:23:01.0", "13", "None" ], [ "41", "16", "3", "I'd rephrase that \"the most popular statistical tool in bioinformatics\"... Bioinformaticians doing microarray analysis use it extensively, yes. But bioinformatics is not limited to that ;)", "2010-07-19 20:25:52.0", "120", "None" ], [ "42", "65", "4", "Colin, an unbiased estimator of the standard deviation does not have a closed form representation in the general case. What does exist is the unbiased estimator of the <i>variance</i> (s<sup>2</sup> in this case).\nNoteworthy that both are consistent estimators of the population variance - and so by the continuous mapping theorem, are the two estimators of the standard deviations.\nA related point is that s<sub>n</sub><sup>2</sup> has a lower MSE than s<sup>2</sup>. The additional advantage from imposing unbiasedness is arguable.", "2010-07-19 20:30:23.0", "47", "None" ], [ "43", "75", "0", "I guess you're right. Voting to close my own question.", "2010-07-19 20:32:02.0", "69", "None" ], [ "44", "103", "6", "i suggest everyone put their favourite image from the blog, so it's not just a collection of links...", "2010-07-19 20:37:20.0", "74", "None" ], [ "45", "73", "0", "@Sharpie: there have been several interesting SO posts like http://stackoverflow.com/questions/1295955/what-is-the-most-useful-r-trick or http://stackoverflow.com/questions/1535021/whats-the-biggest-r-gotcha-youve-run-across however they are not focused on packages. and i agree, linkage of community wiki could be really useful.", "2010-07-19 20:37:27.0", "22", "None" ], [ "46", "44", "6", "This is an incredibly general question.", "2010-07-19 20:38:14.0", "46", "None" ], [ "47", "105", "0", "+1 Beat me by 10 seconds with that one...", "2010-07-19 20:39:12.0", "5", "None" ], [ "48", "103", "0", "There is no single correct answer, should be wiki...", "2010-07-19 20:39:39.0", "122", "None" ], [ "50", "16", "0", "@Nicojo - Very good point!", "2010-07-19 20:43:25.0", "8", "None" ], [ "51", "65", "0", "@Tirthankar - very sloppy of me. I've altered the answer slightly. Thanks.", "2010-07-19 20:45:49.0", "8", "None" ], [ "52", "38", "0", "The normal approximation to the Poisson distribution is pretty robust, the difference between the CDFs is bounded by something like 0.75/sqrt(lambda), if I recall correctly. I wouldn't be too worried about using lambda=200, but if you're more risk-averse then definitely go with the negative binomial.", "2010-07-19 20:46:12.0", "61", "None" ], [ "53", "80", "0", "thank you user93!", "2010-07-19 20:46:46.0", "58", "None" ], [ "54", "80", "0", "By \"January 1st\", I presume you mean the cut-off is an entire year and not 6 months period that applies to your children.", "2010-07-19 20:48:04.0", "58", "None" ], [ "55", "59", "4", "Do you get bonus points for the first graph in the stats exchange?", "2010-07-19 20:53:53.0", "8", "None" ], [ "56", "101", "1", "Take your time! I won't be thinking about selecting a \"Best Answer\" for a week or so.", "2010-07-19 20:54:37.0", "13", "None" ], [ "57", "75", "1", "I wouldn't vote to close it just yet- there could be a good question in there. Perhaps something like \"Where can I find useful tutorials that focus on putting statistical concepts into practice using a tool such as R?\" or \"Where can I find useful tutorials that teach statistics by example using tools such as R?\"", "2010-07-19 20:58:26.0", "13", "None" ], [ "59", "116", "0", "It doesn't have an RSS feed though :(", "2010-07-19 21:11:30.0", "8", "None" ], [ "60", "110", "0", "Thanks for the great answer and for book advice. Also, do you know about relation of window function to generalized functions? It seems (from wikipedia article) they are suitable as domains for functionals.", "2010-07-19 21:18:07.0", "117", "None" ], [ "62", "116", "0", "http://cscs.umich.edu/~crshalizi/weblog/index.rss", "2010-07-19 21:20:53.0", "61", "None" ], [ "64", "118", "11", "In a way, the measurement you proposed is widely used in case of error (model quality) analysis -- then it is called MAE, \"mean absolute error\".", "2010-07-19 21:30:23.0", "88", "None" ], [ "65", "130", "7", "If you would taste R, it is highly probable that you will resign from MATLAB (as in my case).", "2010-07-19 21:33:33.0", "88", "None" ], [ "66", "116", "0", "@Rich - Thanks. I wonder why FF didn't pick it up?", "2010-07-19 21:34:21.0", "8", "None" ], [ "67", "130", "0", "IMO, this should be community wiki (language \"versus\" type questions are pretty subjective).", "2010-07-19 21:34:28.0", "5", "None" ], [ "68", "130", "0", "This is definitely a question concerning programming languages and should be asked on Stack Overflow.", "2010-07-19 21:35:25.0", "13", "None" ], [ "69", "130", "0", "I agree with Sharpie. @Vivi: you should change the question title to be \"advantages and disadvantages for data munging\" or something along that line so that it's more on-topic.", "2010-07-19 21:37:16.0", "5", "None" ], [ "70", "134", "1", "I think this is the first candidate to be moved to Stack Overflow.", "2010-07-19 21:38:27.0", "88", "None" ], [ "71", "120", "9", "Nice analogy of euclidean space!", "2010-07-19 21:38:48.0", "83", "None" ], [ "73", "138", "9", "Should be community wiki.", "2010-07-19 21:40:12.0", "5", "None" ], [ "74", "116", "1", "@Colin: The author of the blog would need to put `<link rel=\"alternate\" type=\"application/rss+xml\" title=\"RSS\" href=\"http://cscs.umich.edu/~crshalizi/weblog/index.rss\" />` in his the `<head>` section of the HTML document for Firefox to pick it up automatically :)", "2010-07-19 21:42:04.0", "66", "None" ], [ "76", "130", "0", "I don't know what munging is :(", "2010-07-19 21:51:17.0", "90", "None" ], [ "77", "130", "5", "@Sharpie, @Shane IMO to this extent it is a question about tools, so it is acceptable.", "2010-07-19 21:54:08.0", "88", "None" ], [ "78", "145", "0", "similar to http://stats.stackexchange.com/questions/7/locating-freely-available-data-samples/70#70", "2010-07-19 21:54:47.0", "22", "None" ], [ "79", "145", "0", "Voting to close as a duplicate.", "2010-07-19 21:56:44.0", "13", "None" ], [ "80", "130", "0", "@mbq, we definitely need a set of community guidelines on these sorts of questions, help us decide on meta: http://meta.stats.stackexchange.com/questions/1/how-to-answer-r-questions", "2010-07-19 21:59:52.0", "13", "None" ], [ "81", "130", "0", "@Sharpie It is not only in contex of R -- to this end I've made a separate meta discussion for that, http://meta.stats.stackexchange.com/questions/35/how-much-programming-here", "2010-07-19 22:18:16.0", "88", "None" ], [ "82", "20", "5", "Most statistical methods assume normality, not of the data, but rather of an assumed random variable, e.g. the error term in a linear regression. Checking involves looking at the residuals, not the original data!", "2010-07-19 22:24:14.0", "None", "Statprof" ], [ "83", "145", "0", "I agree, first duplicate ;-)", "2010-07-19 22:28:22.0", "88", "None" ], [ "84", "7", "2", "This should be community-wiki.", "2010-07-19 22:31:13.0", "88", "None" ], [ "85", "75", "1", "http://meta.stats.stackexchange.com/questions/35/how-much-programming-here", "2010-07-19 22:39:45.0", "88", "None" ], [ "86", "110", "0", "The full technical explanation is complicated. The shorter, less technical explanation is that, since they are typically smooth, and either of compact support or they decay exponentially fast, many (but definitely not all) windowing functions make good 'test functions' to examine operator behavior with. A good starting point might be the chapter on distributions in http://see.stanford.edu/materials/lsoftaee261/book-fall-07.pdf", "2010-07-19 22:42:33.0", "61", "None" ], [ "87", "130", "0", "@Sharpie : check this out: http://meta.stats.stackexchange.com/questions/1/how-to-answer-r-questions", "2010-07-19 22:52:59.0", "90", "None" ], [ "88", "157", "0", "+1 that problem twisted my brain when I first read and thought about it- and the solution is pretty simple but teaches a lot about probability.", "2010-07-19 23:01:30.0", "13", "None" ], [ "89", "86", "0", "It's probably best not to use the term \"normal variable\" here when you do not mean a normally distributed random variable.", "2010-07-19 23:28:39.0", "159", "None" ], [ "90", "143", "0", "Random Forest seems very interesting. Thanks. :)", "2010-07-19 23:32:20.0", "131", "None" ], [ "91", "137", "0", "This is a great answer! I'll look into your book suggestions, and the description of your process is also great. I especially like the suggestions for feature vectorizations.", "2010-07-19 23:34:20.0", "131", "None" ], [ "92", "137", "0", "(If anyone would like to elaborate even further on the vectorization part, that'd be great.)", "2010-07-19 23:35:23.0", "131", "None" ], [ "93", "150", "0", "curious that that book has no reviews on Amazon", "2010-07-19 23:54:17.0", "74", "None" ], [ "94", "86", "0", "Agreed. Although I personally would look at someone funny for a few seconds if they said \"normal variable\" and didn't throw the word \"random\" or \"distributed\" in there somewhere to cue me that that is what they were discussing. But I am also an engineer and not a statistician so I don't use that much domain-specific notation.", "2010-07-19 23:56:45.0", "13", "None" ], [ "95", "145", "3", "Actually, I think the previous question is more a subset of this one. EAMann was asking for a datasets with some particular characteristics (although I'm not sure anybody is paying attention to those criteria); this question is wide-open. For example, I feel comfortable voting up many of these answers, because they are, in fact, datasets, but not any of the answers on the previous question, because I haven't opened them up to see if they suit EAMann's requests.", "2010-07-20 00:10:26.0", "71", "None" ], [ "96", "101", "0", "Now that I've had a chance to come back and read the whole answer- a big +1 for the student height example. Very clear and well laid out.", "2010-07-20 00:12:40.0", "13", "None" ], [ "97", "43", "3", "\"Windows-based\" may mean that it works on the Windows operating system (which R does) rather than meaning that it is a heavily GUI-oriented tool. Note the capital letter!", "2010-07-20 01:01:12.0", "173", "None" ], [ "98", "5", "10", "It's extensible and there's no statistical technique that can't be done in it.", "2010-07-20 01:22:43.0", "1356", "None" ], [ "99", "134", "0", "Possibly, but it'd need a lot more explanation on SO.", "2010-07-20 01:29:42.0", "174", "None" ], [ "100", "86", "5", "Random variables may be classified as *discreet* if they don't draw attention to themselves. If they're merely countable we say *discrete* :-P Also, you mean prescribe rather than proscribe, but I think *describe* might be more appropriate. Nice answer, anyway -- hopefully +1 will help mitigate the nitpicking!", "2010-07-20 01:43:31.0", "174", "None" ], [ "101", "46", "1", "maybe so. is a person asking this question a person who walked in off the street, or a person who has at least opened a statistics book. \n\nTelling someone the standard deviation is just the square root of the variance is completely begging the question.", "2010-07-20 01:59:53.0", "62", "None" ], [ "104", "188", "3", "That's a good explanation, but not for a nontechnical layperson. I suspect the OP wanted to know how to explain it to, say, the MBA who hired you to do some statistical analysis! How would you describe MCMC to someone who, at best, sorta understands the concept of a standard deviation (variance, though, may be too abstract)?", "2010-07-20 02:18:02.0", "6", "None" ], [ "105", "196", "0", "To give everyone a chance -- this should be wikified", "2010-07-20 02:35:25.0", "87", "None" ], [ "106", "188", "2", "@Harlan: It's a hard line to straddle; if someone doesn't at least know what a random variable is, why we might want to estimate probabilities, and have some hazy idea of a density function, then I don't think it *is* possible to meaningfully explain the how or why of MCMC to them, only the \"what\", which in this case would boil down to \"it's a way of numerically solving an otherwise impossible problem by simulation, like flipping a coin a lot to estimate the probability that it lands on heads\".", "2010-07-20 02:39:24.0", "61", "None" ], [ "108", "25", "0", "do you mean a GUI graphical tool that runs on Windows, or a command line based one that runs on Windows (or either)", "2010-07-20 04:09:28.0", "74", "None" ], [ "109", "200", "0", "coming up with a persuasive theoretical framework that explains the patterns is very hard, especially when there are thousands of variables involved. Real world is a complicated business.", "2010-07-20 04:33:45.0", "175", "None" ], [ "110", "101", "1", "Nice work ... but we need to add \n\n(C) our model (embodied in the formula/statistical routine) is wrong.", "2010-07-20 05:07:08.0", "187", "None" ], [ "112", "54", "12", "Srikant, I don't think that the second one is an unbiased estimator. The square of it *is* an unbiased estimator of the true variance. However, Jensen's Inequality establishes that the expectation of a curvilinear function of a random variable is not the same as the function of the expectation of the random variable. Hence the second formula can't be an unbiased estimator of the true standard deviation.", "2010-07-20 05:28:20.0", "187", "None" ], [ "113", "200", "2", "@Ngu Nobody promised it would be easy. Expecting meaningful patterns just to magically emerge from a sea of data is what gives data miners a bad name.", "2010-07-20 05:29:24.0", "174", "None" ], [ "114", "220", "2", "Answer can be checked from most textbooks / google.", "2010-07-20 05:41:15.0", "195", "None" ], [ "115", "167", "0", "Wouldn't that be FA then?", "2010-07-20 05:52:50.0", "144", "None" ] ]
comments
codebase_community
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[ [ "Id", "PostHistoryTypeId", "PostId", "RevisionGUID", "CreationDate", "UserId", "Text", "Comment", "UserDisplayName" ], [ "1", "2", "1", "e58bf7fd-e60f-4c58-a6e4-dfc91cf98a69", "2010-07-19 19:12:12.0", "8", "How should I elicit prior distributions from experts when fitting a Bayesian model?", "", "" ], [ "2", "1", "1", "e58bf7fd-e60f-4c58-a6e4-dfc91cf98a69", "2010-07-19 19:12:12.0", "8", "Eliciting priors from experts", "", "" ], [ "3", "3", "1", "e58bf7fd-e60f-4c58-a6e4-dfc91cf98a69", "2010-07-19 19:12:12.0", "8", "<bayesian><prior><elicitation>", "", "" ], [ "4", "2", "2", "18bf9150-f1cb-432d-b7b7-26d2f8e33581", "2010-07-19 19:12:57.0", "24", "In many different statistical methods there is an \"assumption of normality\". What is \"normality\" and how do I know if there is normality?", "", "" ], [ "5", "1", "2", "18bf9150-f1cb-432d-b7b7-26d2f8e33581", "2010-07-19 19:12:57.0", "24", "What is normality?", "", "" ], [ "6", "3", "2", "18bf9150-f1cb-432d-b7b7-26d2f8e33581", "2010-07-19 19:12:57.0", "24", "<normality>", "", "" ], [ "7", "2", "3", "6320bb0f-c792-4a8c-8083-89507c28d375", "2010-07-19 19:13:28.0", "18", "What are the most valuable Statistical Analysis open source projects available right now?", "", "" ], [ "8", "1", "3", "6320bb0f-c792-4a8c-8083-89507c28d375", "2010-07-19 19:13:28.0", "18", "What are the most valuable Statistical Analysis open source projects available?", "", "" ], [ "9", "3", "3", "6320bb0f-c792-4a8c-8083-89507c28d375", "2010-07-19 19:13:28.0", "18", "<open-source>", "", "" ], [ "10", "16", "3", "6320bb0f-c792-4a8c-8083-89507c28d375", "2010-07-19 19:13:28.0", "18", "", "", "" ], [ "11", "2", "4", "ccbe017d-d22c-4c0a-83b0-1d82a792a098", "2010-07-19 19:13:31.0", "23", "I have two groups of data. Each with a different distribution of multiple variables. I'm trying to determine if these two groups' distributions are different in a statistically significant way. I have the data in both raw form and binned up in easier to deal with discrete categories with frequency counts in each. \\\\n\\\\nWhat tests/procedures/methods should I use to determine whether or not these two groups are significantly different and how do I do that in SAS or R (or Orange)?", "", "" ], [ "12", "1", "4", "ccbe017d-d22c-4c0a-83b0-1d82a792a098", "2010-07-19 19:13:31.0", "23", "Assessing the significance of differences in distributions", "", "" ], [ "13", "3", "4", "ccbe017d-d22c-4c0a-83b0-1d82a792a098", "2010-07-19 19:13:31.0", "23", "<distributions><statistical-significance>", "", "" ], [ "14", "2", "5", "5631dbb1-2781-4924-b7bd-5a67c06c5e4e", "2010-07-19 19:14:43.0", "23", "The R-project\\\\n\\\\nhttp://www.r-project.org/", "", "" ], [ "15", "16", "5", "5631dbb1-2781-4924-b7bd-5a67c06c5e4e", "2010-07-19 19:14:43.0", "-1", "", "", "" ], [ "16", "2", "6", "18914b59-1d73-4c14-a8b6-25d429a1888e", "2010-07-19 19:14:44.0", "5", "Last year, I read a blog post from [Bendan O'Connor][1] entitled [\"Statistics vs. Machine Learning, fight!\"][2] that discussed some of the differences between the two fields. [Andrew Gelman responded to favorably to this][3]:\\\\n\\\\nSimon Blomberg: \\\\n> From R's fortunes\\\\n> package: To paraphrase provocatively,\\\\n> 'machine learning is statistics minus\\\\n> any checking of models and\\\\n> assumptions'.\\\\n> -- Brian D. Ripley (about the difference between machine learning\\\\n> and statistics) useR! 2004, Vienna\\\\n> (May 2004) :-) Season's Greetings!\\\\n\\\\nAndrew Gelman:\\\\n\\\\n> In that case, maybe we should get rid\\\\n> of checking of models and assumptions\\\\n> more often. Then maybe we'd be able to\\\\n> solve some of the problems that the\\\\n> machine learning people can solve but\\\\n> we can't!\\\\n\\\\nThere was also the [**\"Statistical Modeling: The Two Cultures\"** paper][4] by Leo Breiman in 2001 which argued that Statisticians rely too heavily on data modeling, and that machine learning techniques are making progress by instead relying on the *predictive accuracy* of models.\\\\n\\\\nHas the Statistics field changed over the last decade in response to these critiques? Do the *two cultures* still exist or has Statistics grown to embrace machine learning techniques such as neural networks and support vector machines?\\\\n\\\\n\\\\n [1]: http://anyall.org/\\\\n [2]: http://anyall.org/blog/2008/12/statistics-vs-machine-learning-fight/\\\\n [3]: http://www.stat.columbia.edu/~cook/movabletype/archives/2008/12/machine-learnin.html\\\\n [4]: http://www.stat.osu.edu/~bli/dmsl/papers/Breiman.pdf", "", "" ], [ "17", "1", "6", "18914b59-1d73-4c14-a8b6-25d429a1888e", "2010-07-19 19:14:44.0", "5", "The Two Cultures: statistics vs. machine learning?", "", "" ], [ "18", "3", "6", "18914b59-1d73-4c14-a8b6-25d429a1888e", "2010-07-19 19:14:44.0", "5", "<statistics><machine-learning>", "", "" ], [ "19", "2", "7", "ad3deff5-e4fd-446f-abce-77984eb5eeeb", "2010-07-19 19:15:59.0", "38", "I've been working on a new method for analyzing and parsing datasets to identify and isolate subgroups of a population without foreknowledge of any subgroup's characteristics. While the method works well enough with artificial data samples (i.e. datasets created specifically for the purpose of identifying and segregating subsets of the population), I'd like to try testing it with live data.\\\\n\\\\nWhat I'm looking for is a freely available (i.e. non-confidential, non-proprietary) data source. Preferably one containing bimodal or multimodal distributions or being obviously comprised of multiple subsets that cannot be easily pulled apart via traditional means. Where would I go to find such information?", "", "" ], [ "20", "1", "7", "ad3deff5-e4fd-446f-abce-77984eb5eeeb", "2010-07-19 19:15:59.0", "38", "Locating freely available data samples", "", "" ], [ "21", "3", "7", "ad3deff5-e4fd-446f-abce-77984eb5eeeb", "2010-07-19 19:15:59.0", "38", "<dataset><sample><population>", "", "" ], [ "22", "2", "8", "8b903ea3-538d-4cbf-be6e-9aefc1ad0019", "2010-07-19 19:16:21.0", "37", "Sorry, but the emptyness was a bit overwhelming. And this has been stuck in my head since it got asked at Area51!", "", "" ], [ "23", "1", "8", "8b903ea3-538d-4cbf-be6e-9aefc1ad0019", "2010-07-19 19:16:21.0", "37", "So how many staticians *does* it take to screw in a lightbulb?", "", "" ], [ "24", "3", "8", "8b903ea3-538d-4cbf-be6e-9aefc1ad0019", "2010-07-19 19:16:21.0", "37", "<lightbulb><staticians>", "", "" ], [ "25", "2", "9", "8baa8e0d-94e3-4315-884c-de31731f8e03", "2010-07-19 19:16:27.0", "50", "[Incanter][1] is a Clojure-based, R-like platform (environment + libraries) for statistical computing and graphics. \\\\n\\\\n\\\\n [1]: http://incanter.org/", "", "" ], [ "26", "16", "9", "8baa8e0d-94e3-4315-884c-de31731f8e03", "2010-07-19 19:16:27.0", "-1", "", "", "" ], [ "27", "2", "10", "350cf958-2957-43bd-86f8-909a6d2b19cd", "2010-07-19 19:17:47.0", "24", "Many studies in the social sciences use Likert scales? When is it appropriate to use Likert data as ordinal and when is it appropriate to use it as interval data?", "", "" ], [ "28", "1", "10", "350cf958-2957-43bd-86f8-909a6d2b19cd", "2010-07-19 19:17:47.0", "24", "Under what conditions should Likert scales be used as ordinal or interval data?", "", "" ], [ "29", "3", "10", "350cf958-2957-43bd-86f8-909a6d2b19cd", "2010-07-19 19:17:47.0", "24", "<measurement><scales>", "", "" ], [ "30", "2", "11", "c77bd587-f3b4-406d-9a84-24a37851dc85", "2010-07-19 19:18:30.0", "34", "\\\\nIs there a good, modern treatment covering the various methods of multivariable interpolation, including which methodologies are typically best for particular types of problems? I'm interested in a solid statistical treatment including error estimates under various model assumptions.", "", "" ], [ "31", "1", "11", "c77bd587-f3b4-406d-9a84-24a37851dc85", "2010-07-19 19:18:30.0", "34", "Multivariable Interpolation Approaches", "", "" ], [ "32", "3", "11", "c77bd587-f3b4-406d-9a84-24a37851dc85", "2010-07-19 19:18:30.0", "34", "<interpolation><multivariable>", "", "" ], [ "33", "2", "12", "2cc68cee-98a8-47e0-b7c9-9479d86c7a0e", "2010-07-19 19:18:41.0", "5", "See my response to [\"Datasets for Running Statistical Analysis on\"][1] in reference to datasets in R.\\\\n\\\\n\\\\n [1]: http://stackoverflow.com/questions/2252144/datasets-for-running-statistical-analysis-on/2252450#2252450", "", "" ], [ "34", "2", "13", "e2528eb9-342a-46fb-b85a-e7e61e92d9b5", "2010-07-19 19:18:56.0", "23", "Machine Learning seems to have its basis in the pragmatic - a Practical observation or simulation of reality. Even within statistics, mindless \"checking of models and assumptions\" can lead to discarding methods that are useful.\\\\n\\\\nFor example, years ago, the very first commercially available (and working) Bankruptcy model implemented by the credit bureaus was created through a plain old linear regression model targeting a 0-1 outcome. Technically, that's a bad approach, but practically, it worked.", "", "" ], [ "35", "2", "14", "b425ff8b-ef40-4b57-84cd-2167e96b2764", "2010-07-19 19:19:03.0", "36", "I second that Jay. Why is R valuable? Here's a short list of reasons. http://www.inside-r.org/why-use-r. Also check out [ggplot2][1] - a very nice graphics package for R. Some nice tutorials [here][2].\\\\n\\\\n\\\\n [1]: http://had.co.nz/ggplot2/\\\\n [2]: http://gettinggeneticsdone.blogspot.com/search/label/ggplot2", "", "" ], [ "36", "16", "14", "b425ff8b-ef40-4b57-84cd-2167e96b2764", "2010-07-19 19:19:03.0", "-1", "", "", "" ], [ "37", "2", "15", "ccdaaf70-98b2-49ae-a2b4-08960ebcee50", "2010-07-19 19:19:46.0", "6", "John Cook gives some interesting recommendations. Basically, get percentiles/quantiles (not means or obscure scale parameters!) from the experts, and fit them with the appropriate distribution.\\\\n\\\\nhttp://www.johndcook.com/blog/2010/01/31/parameters-from-percentiles/", "", "" ], [ "38", "6", "8", "d8ccbc08-0867-4ab7-b135-74cf7ce741a3", "2010-07-19 19:20:33.0", "6", "<lightbulb><verboten>", "edited tags", "" ], [ "39", "5", "5", "d919c31f-f443-4bfa-9b5c-c306970ae92e", "2010-07-19 19:21:15.0", "23", "The R-project\\\\n\\\\nhttp://www.r-project.org/\\\\n\\\\nR is valuable and significant because it was the first widely-accepted Open-Source alternative to big-box packages. It's mature, well supported, and a standard within many scientific communities.\\\\n\\\\n - [Some reasons why it is useful and valuable][1] \\\\n - There are some nice tutorials [here][2].\\\\n\\\\n\\\\n [1]: http://www.inside-r.org/why-use-r\\\\n [2]: http://gettinggeneticsdone.blogspot.com/search/label/ggplot2", "add content from the comments;", "" ], [ "40", "2", "16", "7f07993b-9fa1-4359-8dec-f4e9aadfe8e2", "2010-07-19 19:22:31.0", "8", "Two projects spring to mind:\\\\n\\\\n 1. [Bugs][1] - taking (some of) the pain out of Bayesian statistics. It allows the user to focus more on the model and a bit less on MCMC.\\\\n 1. [Bioconductor][2] - perhaps the most popular tool in Bioinformatics. I know it's a R repository, but there are a large number of people who want to learn R, just for Bioconductor. The number of packages available for cutting edge analysis, make it second to none.\\\\n\\\\n\\\\n [1]: http://www.mrc-bsu.cam.ac.uk/bugs/\\\\n [2]: http://www.bioconductor.org/", "", "" ], [ "41", "16", "16", "7f07993b-9fa1-4359-8dec-f4e9aadfe8e2", "2010-07-19 19:22:31.0", "-1", "", "", "" ], [ "42", "2", "17", "3e975162-dbea-4bcc-af2f-86c04a2adb1f", "2010-07-19 19:24:12.0", "None", "I have four competing models which I use to predict a binary outcome variable (say, employment status after graduating, 1 = employed, 0 = not-employed) for n subjects. A natural metric of model performance is hit rate which is the percentage of correct predictions for each one of the models. \\\\n\\\\nIt seems to me that I cannot use ANOVA in this setting as the data violates the assumptions underlying ANOVA. Is there an equivalent procedure I could use instead of ANOVA in the above setting to test for the hypothesis that all four models are equally effective?\\\\n\\\\n", "", "user28" ], [ "43", "1", "17", "3e975162-dbea-4bcc-af2f-86c04a2adb1f", "2010-07-19 19:24:12.0", "None", "How can I adapt ANOVA for binary data?", "", "user28" ], [ "44", "3", "17", "3e975162-dbea-4bcc-af2f-86c04a2adb1f", "2010-07-19 19:24:12.0", "None", "<anova>", "", "user28" ], [ "45", "2", "18", "917d8213-ef39-440b-b446-cec478d38b04", "2010-07-19 19:24:18.0", "36", "Also see the UCI machine learning Data Repository.\\\\n\\\\nhttp://archive.ics.uci.edu/ml/", "", "" ], [ "46", "2", "19", "d14373a3-820e-4d7c-aec6-e87297be7405", "2010-07-19 19:24:21.0", "55", "[Gapminder][1] has a number (430 at the last look) of datasets, which may or may not be of use to you.\\\\n\\\\n\\\\n [1]: http://www.gapminder.org/data/", "", "" ], [ "47", "2", "20", "cc8e15db-c7ce-451a-af1e-81ef63a6b882", "2010-07-19 19:24:35.0", "37", "The assumption of normality assumes your data is normally distributed (the bell curve, or gaussian distribution). You can check this by plotting the data or checking the measures for kurtosis (how sharp the peak is) and skewdness (?) (if more than half the data is on one side of the peak).", "", "" ], [ "48", "2", "21", "e63ccde2-b130-421e-a122-28b7ad228f51", "2010-07-19 19:24:36.0", "59", "What are some of the ways to forecast demographic census with some validation and calibration techniques?\\\\n\\\\n\\\\nSome of the concerns:\\\\n\\\\n - Census blocks vary in sizes as rural\\\\n areas are a lot larger than condensed\\\\n urban areas. Is there a need to account for the area size difference?\\\\n - if let's say I have census data\\\\n dating back to 4 - 5 census periods,\\\\n how far can i forecast it into the\\\\n future?\\\\n - if some of the census zone change\\\\n lightly in boundaries, how can i\\\\n account for that change?\\\\n - What are the methods to validate\\\\n census forecasts? for example, if i\\\\n have data for existing 5 census\\\\n periods, should I model the first 3\\\\n and test it on the latter two? or is\\\\n there another way?\\\\n - what's the state of practice in\\\\n forecasting census data, and what are\\\\n some of the state of the art methods?", "", "" ], [ "49", "1", "21", "e63ccde2-b130-421e-a122-28b7ad228f51", "2010-07-19 19:24:36.0", "59", "forecasting demographic census", "", "" ], [ "50", "3", "21", "e63ccde2-b130-421e-a122-28b7ad228f51", "2010-07-19 19:24:36.0", "59", "<population><census><forecast>", "", "" ], [ "51", "2", "22", "b235a8fa-e621-4456-a6c2-8c8e1eef48a2", "2010-07-19 19:25:39.0", "66", "How would you describe in plain English the characteristics that distinguish Bayesian from Frequentist reasoning?", "", "" ], [ "52", "1", "22", "b235a8fa-e621-4456-a6c2-8c8e1eef48a2", "2010-07-19 19:25:39.0", "66", "Bayesian and Frequentist reasoning in Plain English", "", "" ], [ "53", "3", "22", "b235a8fa-e621-4456-a6c2-8c8e1eef48a2", "2010-07-19 19:25:39.0", "66", "<baysian><frequentist>", "", "" ], [ "54", "2", "23", "f737130b-6f40-4902-b38d-4a91fd7a300c", "2010-07-19 19:26:04.0", "69", "How can I find the PDF (probability density function) of a distribution given the CDF (cumulative distribution function)?", "", "" ], [ "55", "1", "23", "f737130b-6f40-4902-b38d-4a91fd7a300c", "2010-07-19 19:26:04.0", "69", "Finding the PDF given the CDF", "", "" ], [ "56", "3", "23", "f737130b-6f40-4902-b38d-4a91fd7a300c", "2010-07-19 19:26:04.0", "69", "<distributions><pdf><cdf>", "", "" ], [ "57", "2", "24", "2d29e8f3-f301-478b-be9e-331a24ac5d8e", "2010-07-19 19:26:13.0", "61", "For doing a variety of MCMC tasks in Python, there's [PyMC][1], which I've gotten quite a bit of use out of. I haven't run across anything that I can do in BUGS that I can't do in PyMC, and the way you specify models and bring in data seems to be a lot more intuitive to me.\\\\n\\\\n\\\\n [1]: http://code.google.com/p/pymc/", "", "" ], [ "58", "16", "24", "2d29e8f3-f301-478b-be9e-331a24ac5d8e", "2010-07-19 19:26:13.0", "-1", "", "", "" ], [ "59", "2", "25", "e9605664-43bc-4ad7-8114-2cb5fd614d40", "2010-07-19 19:27:13.0", "69", "What modern tools (Windows-based) do you suggest for modeling financial time series?", "", "" ], [ "60", "1", "25", "e9605664-43bc-4ad7-8114-2cb5fd614d40", "2010-07-19 19:27:13.0", "69", "Tools for modeling financial time series", "", "" ], [ "61", "3", "25", "e9605664-43bc-4ad7-8114-2cb5fd614d40", "2010-07-19 19:27:13.0", "69", "<software-rec><time-series><financial><modeling>", "", "" ], [ "62", "2", "26", "b2197fb4-3f17-4fe0-8d27-24d8e84ac96a", "2010-07-19 19:27:43.0", "75", "What is a standard deviation, how is it calculuated and what is its use in statistics?", "", "" ], [ "63", "1", "26", "b2197fb4-3f17-4fe0-8d27-24d8e84ac96a", "2010-07-19 19:27:43.0", "75", "What is a standard deviation?", "", "" ], [ "64", "3", "26", "b2197fb4-3f17-4fe0-8d27-24d8e84ac96a", "2010-07-19 19:27:43.0", "75", "<statistics><standard-deviation>", "", "" ], [ "65", "2", "27", "9a55d623-4b24-4697-9a71-153b5bcbde95", "2010-07-19 19:28:12.0", "68", "http://mathforum.org/workshops/sum96/data.collections/datalibrary/data.set6.html", "", "" ], [ "66", "2", "28", "7e616274-086a-4e71-9dfa-5a4e495917a6", "2010-07-19 19:28:12.0", "None", "[GSL][1] for those of you who wish to program in C / C++ is a valuable resource as it provides several routines for random generators, linear algebra etc. While GSL is primarily available for Linux there are also ports for Windows. (See: http://gladman.plushost.co.uk/oldsite/computing/gnu_scientific_library.php and http://david.geldreich.free.fr/dev.html)\\\\n\\\\n\\\\n [1]: http://www.gnu.org/software/gsl/", "", "user28" ], [ "67", "16", "28", "7e616274-086a-4e71-9dfa-5a4e495917a6", "2010-07-19 19:28:12.0", "-1", "", "", "" ], [ "68", "2", "29", "bfc58ad7-1542-423f-851a-95b8f2196c9e", "2010-07-19 19:28:15.0", "36", "Contingency table (chi-square). Also Logistic Regression is your friend - use dummy variables. ", "", "" ], [ "69", "2", "30", "83659a4b-a1da-4479-9b30-06d2ff7ca936", "2010-07-19 19:28:34.0", "69", "Which methods are used for testing random variate generation algorithms?", "", "" ], [ "70", "1", "30", "83659a4b-a1da-4479-9b30-06d2ff7ca936", "2010-07-19 19:28:34.0", "69", "Testing random variate generation algorithms", "", "" ], [ "71", "3", "30", "83659a4b-a1da-4479-9b30-06d2ff7ca936", "2010-07-19 19:28:34.0", "69", "<random-variate><hypothesis-testing><random-generation><algorithms>", "", "" ], [ "72", "2", "31", "a79cca70-fdf1-4c86-b7bb-93f5562a5dc5", "2010-07-19 19:28:44.0", "13", "After taking a statistics course and then trying to help fellow students, I noticed one subject that inspires much head-desk banging is interpreting the results of statical hypothesis tests. It seems that students easily learn how to perform the calculations required by a given test but get hung up on interpreting the results. Many computerized tools report test results in terms of \"p values\" or \"t values\".\\\\n\\\\nHow would you explain the following points to college students taking their first course in statistics:\\\\n\\\\n * What does a \"p-value\" mean in relation to the hypothesis being tested? Are there cases when one should be looking for a high p-value or a low p-value?\\\\n\\\\n * What is the relationship between a p-value and a t-value?\\\\n", "", "" ], [ "73", "1", "31", "a79cca70-fdf1-4c86-b7bb-93f5562a5dc5", "2010-07-19 19:28:44.0", "13", "What is the meaning of p values and t values in statistical tests?", "", "" ], [ "74", "3", "31", "a79cca70-fdf1-4c86-b7bb-93f5562a5dc5", "2010-07-19 19:28:44.0", "13", "<hypothesis-testing><p-value><t-value>", "", "" ], [ "75", "2", "32", "6fd8f953-2f27-4c66-bb40-6476dfa9dd09", "2010-07-19 19:29:06.0", "5", "I recommend R (see [the time series view on CRAN][1]). \\\\n\\\\nSome useful references:\\\\n\\\\n - [Econometrics in R][2], by Grant Farnsworth\\\\n - [Multivariate time series modelling in R][3]\\\\n\\\\n\\\\n [1]: http://cran.r-project.org/web/views/TimeSeries.html\\\\n [2]: http://cran.r-project.org/doc/contrib/Farnsworth-EconometricsInR.pdf\\\\n [3]: http://stackoverflow.com/questions/1714280/multivariate-time-series-modelling-in-r/1715488#1715488", "", "" ], [ "76", "2", "33", "f397f5c0-7376-4ef5-96e2-cbfdf7229bc6", "2010-07-19 19:30:03.0", "69", "What R packages should I install for seasonality analysis?", "", "" ], [ "77", "1", "33", "f397f5c0-7376-4ef5-96e2-cbfdf7229bc6", "2010-07-19 19:30:03.0", "69", "R packages for seasonality analysis", "", "" ], [ "78", "3", "33", "f397f5c0-7376-4ef5-96e2-cbfdf7229bc6", "2010-07-19 19:30:03.0", "69", "<r><seasonality-analysis><statistical-analysis>", "", "" ], [ "79", "2", "34", "baa7406c-26fd-4eae-9555-2bba79e64573", "2010-07-19 19:30:07.0", "79", "[Schools of thought in Probability Theory][1]\\\\n\\\\n\\\\n [1]: http://scienceblogs.com/goodmath/2008/04/schools_of_thought_in_probabil.php", "", "" ], [ "80", "6", "22", "d3653def-c161-4c06-a57e-733baf37da6c", "2010-07-19 19:30:08.0", "80", "<bayesian><frequentist>", "edited tags", "" ], [ "81", "2", "35", "4e2f657c-3787-4d39-80ce-2f065d16c9f3", "2010-07-19 19:30:30.0", "54", "I have a data set that I'd expect to follow a Poisson distribution, but it is overdispersed by about 3-fold. At the present, I'm modelling this overdispersion using something like the following code in R.\\\\n\\\\n ## assuming a median value of 1500\\\\n med = 1500\\\\n rawdist = rpois(1000000,med)\\\\n oDdist = rawDist + ((rawDist-med)*3)\\\\n\\\\nVisually, this seems to fit my empirical data very well. If I'm happy with the fit, is there any reason that I should be doing something more complex, like using a [negative binomial distribution, as described here](http://en.wikipedia.org/wiki/Overdispersion#Poisson)? (If so, any pointers or links on doing so would be much appreciated).\\\\n\\\\nOh, and I'm aware that this creates a slightly jagged distribution (due to the multiplication by three), but that shouldn't matter for my application.\\\\n", "", "" ], [ "82", "1", "35", "4e2f657c-3787-4d39-80ce-2f065d16c9f3", "2010-07-19 19:30:30.0", "54", "Modelling a Poisson distribution with overdispersion", "", "" ], [ "83", "3", "35", "4e2f657c-3787-4d39-80ce-2f065d16c9f3", "2010-07-19 19:30:30.0", "54", "<modeling><poisson><distribution><overdispersion>", "", "" ], [ "84", "2", "36", "89191c5b-9ead-40f4-b423-cc211fcb9fbd", "2010-07-19 19:31:47.0", "8", "We all know the old saying \"Correlation does not mean causation\". When I'm teaching I tend to use these standard examples to illustrate this point:\\\\n\\\\n1. Number of storks and birth rate in Denmark;\\\\n1. Number of priests in America and alcoholism\\\\n1. In the start of the 20th century it was noted that there was a strong correlation between `Number of radios' and 'Number of people in Insane Asylums'\\\\n1. and my favourite: [pirates cause global warming][1] \\\\n\\\\nHowever, I don't have any references for these examples and whilst amusing, they are obviously false.\\\\n\\\\nDoes anyone have any other good examples?\\\\n\\\\n\\\\n [1]: http://en.wikipedia.org/wiki/File:PiratesVsTemp_English.jpg", "", "" ], [ "85", "1", "36", "89191c5b-9ead-40f4-b423-cc211fcb9fbd", "2010-07-19 19:31:47.0", "8", "Correlation does not mean causation", "", "" ], [ "86", "3", "36", "89191c5b-9ead-40f4-b423-cc211fcb9fbd", "2010-07-19 19:31:47.0", "8", "<correlation><teaching>", "", "" ], [ "88", "2", "38", "f6d036e2-69e9-4537-b8c4-7b3434ba6650", "2010-07-19 19:32:28.0", "61", "If your mean value for the Poisson is 1500, then you're very close to a normal distribution; you might try using that as an approximation and then modelling the mean and variance separately.", "", "" ], [ "89", "2", "39", "61be4085-ad02-4873-ab15-d659e428a31c", "2010-07-19 19:32:29.0", "59", "I'm looking for worked out solutions using Bayesian and/or logit analysis similar to a workbook or an annal. \\\\n\\\\nThe worked out problems could be of any field; however, I'm interested in urban planning / transportation related fields. ", "", "" ], [ "90", "1", "39", "61be4085-ad02-4873-ab15-d659e428a31c", "2010-07-19 19:32:29.0", "59", "Sample problems on logit modeling and Bayesian methods", "", "" ], [ "91", "3", "39", "61be4085-ad02-4873-ab15-d659e428a31c", "2010-07-19 19:32:29.0", "59", "<bayesian><logit><modeling><transportation>", "", "" ], [ "92", "2", "40", "9d1c7dc9-43ca-4e75-b513-ab70b3ec1760", "2010-07-19 19:32:47.0", "69", "What algorithms are used in modern and good-quality random number generators? ", "", "" ], [ "93", "1", "40", "9d1c7dc9-43ca-4e75-b513-ab70b3ec1760", "2010-07-19 19:32:47.0", "69", "Pseudo-random number generation algorithms", "", "" ], [ "94", "3", "40", "9d1c7dc9-43ca-4e75-b513-ab70b3ec1760", "2010-07-19 19:32:47.0", "69", "<random-variate><random-generation><algorithms>", "", "" ], [ "95", "6", "8", "8b4cd9c4-5abe-4c33-bb9b-3da717a1b3f6", "2010-07-19 19:32:54.0", "60", "<lightbulb>", "edited tags", "" ], [ "96", "2", "41", "ce0b902a-cd13-49de-bd5b-b1ff0cb41082", "2010-07-19 19:33:13.0", "83", "A quote from [wiki][1].\\\\n\\\\n> It shows how much variation there is from the \"average\" (mean, or expected/budgeted value). A low standard deviation indicates that the data points tend to be very close to the mean, whereas high standard deviation indicates that the data is spread out over a large range of values.\\\\n\\\\n\\\\n [1]: http://en.wikipedia.org/wiki/Standard_deviation", "", "" ], [ "97", "2", "42", "fdd08f15-ae52-4361-965e-4bb79b36dc54", "2010-07-19 19:33:19.0", "80", "[Weka][1] for data mining - contains many classification and clustering algorithms in Java.\\\\n\\\\n [1]: http://www.cs.waikato.ac.nz/ml/weka ", "", "" ], [ "98", "16", "42", "fdd08f15-ae52-4361-965e-4bb79b36dc54", "2010-07-19 19:33:19.0", "-1", "", "", "" ], [ "99", "2", "43", "917d5d7b-47be-4256-980e-a34bf413348c", "2010-07-19 19:33:37.0", "74", "I wouldn't really call R \"windows based\" :) That's like saying the cmd prompt is windows based. \\\\n\\\\nRapidMiner is far better [1]. It's a free, open-source, multi-platform, GUI. Here's a video on time series forecasting:\\\\n\\\\nhttp://rapidminerresources.com/index.php?page=financial-time-series-modelling---part-1\\\\n\\\\nAlso, don't forget to read:\\\\n\\\\nhttp://www.forecastingprinciples.com/\\\\n\\\\n\\\\n[1] No, I don't work for them. ", "", "" ], [ "100", "4", "3", "780804d6-b18f-4180-875e-31e397c4acf1", "2010-07-19 19:34:13.0", "13", "What are some valuable Statistical Analysis open source projects?", "Removed the word \"most\" and used \"some\"- most is way too subjective.", "" ], [ "101", "2", "44", "32504bd0-c677-41d6-8a96-9246b231feb9", "2010-07-19 19:34:42.0", "68", "How would you explain data visualization and why it is important to a layman?", "", "" ] ]
postHistory
codebase_community
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17:12:55.0", "2223", "1963", "1" ], [ "1169", "2010-09-01 11:31:31.0", "1676", "73", "1" ], [ "1210", "2010-09-01 17:15:29.0", "2282", "1676", "1" ], [ "1211", "2010-09-01 17:15:29.0", "2282", "2269", "1" ], [ "1224", "2010-09-02 07:13:57.0", "880", "490", "1" ], [ "1283", "2010-09-06 11:41:43.0", "2401", "2374", "1" ], [ "1307", "2010-09-06 18:57:27.0", "2385", "1289", "1" ], [ "8809", "2010-09-07 22:20:44.0", "2410", "1292", "1" ], [ "10783", "2010-09-08 06:40:30.0", "2423", "414", "1" ], [ "17469", "2010-09-10 10:48:47.0", "26", "118", "1" ], [ "18942", "2010-09-10 19:50:39.0", "652", "421", "1" ], [ "22399", "2010-09-12 15:48:10.0", "2476", "369", "1" ], [ "23659", "2010-09-13 09:18:19.0", "2597", "183", "1" ], [ "26940", "2010-09-14 14:13:03.0", "1223", "1142", "1" ], [ "28839", "2010-09-15 16:53:28.0", "1799", "859", "1" ], [ "28840", "2010-09-15 16:53:28.0", "1799", "1324", "1" ], [ "29591", "2010-09-15 22:20:18.0", "1995", "1799", "1" ], [ "30954", "2010-09-16 12:31:55.0", 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postLinks
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[ [ "Id", "PostTypeId", "AcceptedAnswerId", "CreaionDate", "Score", "ViewCount", "Body", "OwnerUserId", "LasActivityDate", "Title", "Tags", "AnswerCount", "CommentCount", "FavoriteCount", "LastEditorUserId", "LastEditDate", "CommunityOwnedDate", "ParentId", "ClosedDate", "OwnerDisplayName", "LastEditorDisplayName" ], [ "1", "1", "15", "2010-07-19 19:12:12.0", "23", "1278", "<p>How should I elicit prior distributions from experts when fitting a Bayesian model?</p>\n", "8", "2010-09-15 21:08:26.0", "Eliciting priors from experts", "<bayesian><prior><elicitation>", "5", "1", "14", "None", "None", "None", "None", "None", "None", "None" ], [ "2", "1", "59", "2010-07-19 19:12:57.0", "22", "8198", "<p>In many different statistical methods there is an \"assumption of normality\". What is \"normality\" and how do I know if there is normality?</p>\n", "24", "2012-11-12 09:21:54.0", "What is normality?", "<distributions><normality>", "7", "1", "8", "88", "2010-08-07 17:56:44.0", "None", "None", "None", "None", "None" ], [ "3", "1", "5", "2010-07-19 19:13:28.0", "54", "3613", "<p>What are some valuable Statistical Analysis open source projects available right now?</p>\n\n<p>Edit: as pointed out by Sharpie, valuable could mean helping you get things done faster or more cheaply.</p>\n", "18", "2013-05-27 14:48:36.0", "What are some valuable Statistical Analysis open source projects?", "<software><open-source>", "19", "4", "36", "183", "2011-02-12 05:50:03.0", "2010-07-19 19:13:28.0", "None", "None", "None", "None" ], [ "4", "1", "135", "2010-07-19 19:13:31.0", "13", "5224", "<p>I have two groups of data. Each with a different distribution of multiple variables. I'm trying to determine if these two groups' distributions are different in a statistically significant way. I have the data in both raw form and binned up in easier to deal with discrete categories with frequency counts in each. </p>\n\n<p>What tests/procedures/methods should I use to determine whether or not these two groups are significantly different and how do I do that in SAS or R (or Orange)?</p>\n", "23", "2010-09-08 03:00:19.0", "Assessing the significance of differences in distributions", "<distributions><statistical-significance>", "5", "2", "2", "None", "None", "None", "None", "None", "None", "None" ], [ "5", "2", "None", "2010-07-19 19:14:43.0", "81", "None", "<p>The R-project</p>\n\n<p><a href=\"http://www.r-project.org/\">http://www.r-project.org/</a></p>\n\n<p>R is valuable and significant because it was the first widely-accepted Open-Source alternative to big-box packages. It's mature, well supported, and a standard within many scientific communities.</p>\n\n<ul>\n<li><a href=\"http://www.inside-r.org/why-use-r\">Some reasons why it is useful and valuable</a> </li>\n<li>There are some nice tutorials <a href=\"http://gettinggeneticsdone.blogspot.com/search/label/ggplot2\">here</a>.</li>\n</ul>\n", "23", "2010-07-19 19:21:15.0", "None", "None", "None", "3", "None", "23", "2010-07-19 19:21:15.0", "2010-07-19 19:14:43.0", "3", "None", "None", "None" ], [ "6", "1", "None", "2010-07-19 19:14:44.0", "152", "29229", "<p>Last year, I read a blog post from <a href=\"http://anyall.org/\">Brendan O'Connor</a> entitled <a href=\"http://anyall.org/blog/2008/12/statistics-vs-machine-learning-fight/\">\"Statistics vs. Machine Learning, fight!\"</a> that discussed some of the differences between the two fields. <a href=\"http://andrewgelman.com/2008/12/machine_learnin/\">Andrew Gelman responded favorably to this</a>:</p>\n\n<p>Simon Blomberg: </p>\n\n<blockquote>\n <p>From R's fortunes\n package: To paraphrase provocatively,\n 'machine learning is statistics minus\n any checking of models and\n assumptions'.\n -- Brian D. Ripley (about the difference between machine learning\n and statistics) useR! 2004, Vienna\n (May 2004) :-) Season's Greetings!</p>\n</blockquote>\n\n<p>Andrew Gelman:</p>\n\n<blockquote>\n <p>In that case, maybe we should get rid\n of checking of models and assumptions\n more often. Then maybe we'd be able to\n solve some of the problems that the\n machine learning people can solve but\n we can't!</p>\n</blockquote>\n\n<p>There was also the <a href=\"http://projecteuclid.org/euclid.ss/1009213726\"><strong>\"Statistical Modeling: The Two Cultures\"</strong> paper</a> by Leo Breiman in 2001 which argued that statisticians rely too heavily on data modeling, and that machine learning techniques are making progress by instead relying on the <em>predictive accuracy</em> of models.</p>\n\n<p>Has the statistics field changed over the last decade in response to these critiques? Do the <em>two cultures</em> still exist or has statistics grown to embrace machine learning techniques such as neural networks and support vector machines?</p>\n", "5", "2014-05-29 03:54:31.0", "The Two Cultures: statistics vs. machine learning?", "<machine-learning>", "15", "5", "137", "22047", "2013-06-07 06:38:10.0", "2010-08-09 13:05:50.0", "None", "None", "None", "None" ], [ "7", "1", "18", "2010-07-19 19:15:59.0", "76", "5808", "<p>I've been working on a new method for analyzing and parsing datasets to identify and isolate subgroups of a population without foreknowledge of any subgroup's characteristics. While the method works well enough with artificial data samples (i.e. datasets created specifically for the purpose of identifying and segregating subsets of the population), I'd like to try testing it with live data.</p>\n\n<p>What I'm looking for is a freely available (i.e. non-confidential, non-proprietary) data source. Preferably one containing bimodal or multimodal distributions or being obviously comprised of multiple subsets that cannot be easily pulled apart via traditional means. Where would I go to find such information?</p>\n", "38", "2013-12-28 06:53:10.0", "Locating freely available data samples", "<dataset><sample><population><teaching>", "24", "3", "79", "253", "2013-09-26 21:50:36.0", "2010-07-20 20:50:48.0", "None", "None", "None", "None" ], [ "8", "1", "None", "2010-07-19 19:16:21.0", "0", "288", "<p>Sorry, but the emptyness was a bit overwhelming. And this has been stuck in my head since it got asked at Area51!</p>\n", "37", "2010-10-18 07:57:31.0", "So how many staticians *does* it take to screw in a lightbulb?", "<humor>", "1", "2", "None", "449", "2010-10-18 07:57:31.0", "None", "None", "2010-07-19 20:19:46.0", "None", "None" ], [ "9", "2", "None", "2010-07-19 19:16:27.0", "13", "None", "<p><a href=\"http://incanter.org/\">Incanter</a> is a Clojure-based, R-like platform (environment + libraries) for statistical computing and graphics. </p>\n", "50", "2010-07-19 19:16:27.0", "None", "None", "None", "3", "None", "None", "None", "2010-07-19 19:16:27.0", "3", "None", "None", "None" ], [ "10", "1", "1887", "2010-07-19 19:17:47.0", "23", "21925", "<p>Many studies in the social sciences use Likert scales. When is it appropriate to use Likert data as ordinal and when is it appropriate to use it as interval data?</p>\n", "24", "2012-10-23 17:33:41.0", "Under what conditions should Likert scales be used as ordinal or interval data?", "<scales><measurement><ordinal><interval><likert>", "4", "4", "12", "919", "2011-03-30 15:31:46.0", "None", "None", "None", "None", "None" ], [ "11", "1", "1201", "2010-07-19 19:18:30.0", "2", "224", "<p>Is there a good, modern treatment covering the various methods of multivariate interpolation, including which methodologies are typically best for particular types of problems? I'm interested in a solid statistical treatment including error estimates under various model assumptions.</p>\n\n<p>An example:</p>\n\n<p><a href=\"http://en.wikipedia.org/wiki/Inverse_distance_weighting\" rel=\"nofollow\">Shepard's method</a></p>\n\n<p>Say we're sampling from a multivariate normal distribution with unknown parameters. What can we say about the standard error of the interpolated estimates?</p>\n\n<p>I was hoping for a pointer to a general survey addressing similar questions for the various types of multivariate interpolations in common use. </p>\n", "34", "2010-08-03 21:50:09.0", "Multivariate Interpolation Approaches", "<multivariable><interpolation>", "1", "2", "1", "34", "2010-07-28 07:58:52.0", "None", "None", "None", "None", "None" ], [ "12", "2", "None", "2010-07-19 19:18:41.0", "20", "None", "<p>See my response to <a href=\"http://stackoverflow.com/questions/2252144/datasets-for-running-statistical-analysis-on/2252450#2252450\">\"Datasets for Running Statistical Analysis on\"</a> in reference to datasets in R.</p>\n", "5", "2010-07-19 19:18:41.0", "None", "None", "None", "1", "None", "None", "None", "2011-08-12 20:29:33.0", "7", "None", "None", "None" ], [ "13", "2", "None", "2010-07-19 19:18:56.0", "14", "None", "<p>Machine Learning seems to have its basis in the pragmatic - a Practical observation or simulation of reality. Even within statistics, mindless \"checking of models and assumptions\" can lead to discarding methods that are useful.</p>\n\n<p>For example, years ago, the very first commercially available (and working) Bankruptcy model implemented by the credit bureaus was created through a plain old linear regression model targeting a 0-1 outcome. Technically, that's a bad approach, but practically, it worked.</p>\n", "23", "2010-07-19 19:18:56.0", "None", "None", "None", "4", "None", "None", "None", "None", "6", "None", "None", "None" ], [ "14", "2", "None", "2010-07-19 19:19:03.0", "5", "None", "<p>I second that Jay. Why is R valuable? Here's a short list of reasons. <a href=\"http://www.inside-r.org/why-use-r\" rel=\"nofollow\">http://www.inside-r.org/why-use-r</a>. Also check out <a href=\"http://had.co.nz/ggplot2/\" rel=\"nofollow\">ggplot2</a> - a very nice graphics package for R. Some nice tutorials <a href=\"http://gettinggeneticsdone.blogspot.com/search/label/ggplot2\" rel=\"nofollow\">here</a>.</p>\n", "36", "2010-07-19 19:19:03.0", "None", "None", "None", "1", "None", "None", "None", "2010-07-19 19:19:03.0", "3", "None", "None", "None" ], [ "15", "2", "None", "2010-07-19 19:19:46.0", "13", "None", "<p>John Cook gives some interesting recommendations. Basically, get percentiles/quantiles (not means or obscure scale parameters!) from the experts, and fit them with the appropriate distribution.</p>\n\n<p><a href=\"http://www.johndcook.com/blog/2010/01/31/parameters-from-percentiles/\">http://www.johndcook.com/blog/2010/01/31/parameters-from-percentiles/</a></p>\n", "6", "2010-07-19 19:19:46.0", "None", "None", "None", "0", "None", "None", "None", "None", "1", "None", "None", "None" ], [ "16", "2", "None", "2010-07-19 19:22:31.0", "16", "None", "<p>Two projects spring to mind:</p>\n\n<ol>\n<li><a href=\"http://www.mrc-bsu.cam.ac.uk/bugs/\">Bugs</a> - taking (some of) the pain out of Bayesian statistics. It allows the user to focus more on the model and a bit less on MCMC.</li>\n<li><a href=\"http://www.bioconductor.org/\">Bioconductor</a> - perhaps the most popular statistical tool in Bioinformatics. I know it's a R repository, but there are a large number of people who want to learn R, just for Bioconductor. The number of packages available for cutting edge analysis, make it second to none.</li>\n</ol>\n", "8", "2010-07-19 20:43:02.0", "None", "None", "None", "3", "None", "8", "2010-07-19 20:43:02.0", "2010-07-19 19:22:31.0", "3", "None", "None", "None" ], [ "17", "1", "29", "2010-07-19 19:24:12.0", "9", "1261", "<p>I have four competing models which I use to predict a binary outcome variable (say, employment status after graduating, 1 = employed, 0 = not-employed) for n subjects. A natural metric of model performance is hit rate which is the percentage of correct predictions for each one of the models. </p>\n\n<p>It seems to me that I cannot use ANOVA in this setting as the data violates the assumptions underlying ANOVA. Is there an equivalent procedure I could use instead of ANOVA in the above setting to test for the hypothesis that all four models are equally effective?</p>\n", "None", "2012-01-22 23:34:51.0", "How can I adapt ANOVA for binary data?", "<anova><chi-squared><generalized-linear-model>", "1", "0", "1", "7972", "2012-01-22 23:34:51.0", "None", "None", "None", "user28", "None" ], [ "18", "2", "None", "2010-07-19 19:24:18.0", "31", "None", "<p>Also see the UCI machine learning Data Repository.</p>\n\n<p><a href=\"http://archive.ics.uci.edu/ml/\">http://archive.ics.uci.edu/ml/</a></p>\n", "36", "2010-07-19 19:24:18.0", "None", "None", "None", "1", "None", "None", "None", "2011-08-12 20:31:32.0", "7", "None", "None", "None" ], [ "19", "2", "None", "2010-07-19 19:24:21.0", "12", "None", "<p><a href=\"http://www.gapminder.org/data/\">Gapminder</a> has a number (430 at the last look) of datasets, which may or may not be of use to you.</p>\n", "55", "2010-07-19 19:24:21.0", "None", "None", "None", "0", "None", "None", "None", "2011-08-12 20:29:45.0", "7", "None", "None", "None" ], [ "20", "2", "None", "2010-07-19 19:24:35.0", "3", "None", "<p>The assumption of normality assumes your data is normally distributed (the bell curve, or gaussian distribution). You can check this by plotting the data or checking the measures for kurtosis (how sharp the peak is) and skewdness (?) (if more than half the data is on one side of the peak).</p>\n", "37", "2010-07-19 19:24:35.0", "None", "None", "None", "2", "None", "None", "None", "None", "2", "None", "None", "None" ], [ "21", "1", "None", "2010-07-19 19:24:36.0", "4", "184", "<p>What are some of the ways to forecast demographic census with some validation and calibration techniques?</p>\n\n<p>Some of the concerns:</p>\n\n<ul>\n<li>Census blocks vary in sizes as rural\nareas are a lot larger than condensed\nurban areas. Is there a need to account for the area size difference?</li>\n<li>if let's say I have census data\ndating back to 4 - 5 census periods,\nhow far can i forecast it into the\nfuture?</li>\n<li>if some of the census zone change\nlightly in boundaries, how can i\naccount for that change?</li>\n<li>What are the methods to validate\ncensus forecasts? for example, if i\nhave data for existing 5 census\nperiods, should I model the first 3\nand test it on the latter two? or is\nthere another way?</li>\n<li>what's the state of practice in\nforecasting census data, and what are\nsome of the state of the art methods?</li>\n</ul>\n", "59", "2010-09-30 21:14:45.0", "Forecasting demographic census", "<forecasting><population><census>", "1", "1", "1", "930", "2010-09-30 21:14:45.0", "None", "None", "None", "None", "None" ], [ "22", "1", "None", "2010-07-19 19:25:39.0", "102", "21916", "<p>How would you describe in plain English the characteristics that distinguish Bayesian from Frequentist reasoning?</p>\n", "66", "2014-06-05 02:06:32.0", "Bayesian and frequentist reasoning in plain English", "<bayesian><frequentist>", "15", "1", "67", "930", "2011-10-04 07:05:14.0", "None", "None", "None", "None", "None" ], [ "23", "1", "91", "2010-07-19 19:26:04.0", "10", "7694", "<p>How can I find the PDF (probability density function) of a distribution given the CDF (cumulative distribution function)?</p>\n", "69", "2010-07-20 08:52:27.0", "Finding the PDF given the CDF", "<distributions><pdf><cdf>", "2", "1", "2", "None", "None", "None", "None", "None", "None", "None" ], [ "24", "2", "None", "2010-07-19 19:26:13.0", "17", "None", "<p>For doing a variety of MCMC tasks in Python, there's <a href=\"http://code.google.com/p/pymc/\">PyMC</a>, which I've gotten quite a bit of use out of. I haven't run across anything that I can do in BUGS that I can't do in PyMC, and the way you specify models and bring in data seems to be a lot more intuitive to me.</p>\n", "61", "2010-07-19 19:26:13.0", "None", "None", "None", "0", "None", "None", "None", "2010-07-19 19:26:13.0", "3", "None", "None", "None" ], [ "25", "1", "32", "2010-07-19 19:27:13.0", "7", "2095", "<p>What modern tools (Windows-based) do you suggest for modeling financial time series?</p>\n", "69", "2014-08-13 20:29:48.0", "Tools for modeling financial time series", "<modeling><time-series><finance><software>", "7", "4", "5", "69", "2010-07-26 23:38:29.0", "2010-07-26 23:38:29.0", "None", "None", "None", "None" ], [ "26", "1", "61", "2010-07-19 19:27:43.0", "18", "3476", "<p>What is a standard deviation, how is it calculated and what is its use in statistics?</p>\n", "75", "2013-07-30 10:19:04.0", "What is a standard deviation?", "<standard-deviation><basic-concepts>", "8", "14", "7", "22047", "2013-07-30 10:19:04.0", "None", "None", "None", "None", "None" ], [ "27", "2", "None", "2010-07-19 19:28:12.0", "4", "None", "<p><a href=\"http://mathforum.org/workshops/sum96/data.collections/datalibrary/data.set6.html\" rel=\"nofollow\">http://mathforum.org/workshops/sum96/data.collections/datalibrary/data.set6.html</a></p>\n", "68", "2010-07-19 19:28:12.0", "None", "None", "None", "0", "None", "None", "None", "2011-08-12 20:29:55.0", "7", "None", "None", "None" ], [ "28", "2", "None", "2010-07-19 19:28:12.0", "6", "None", "<p><a href=\"http://www.gnu.org/software/gsl/\" rel=\"nofollow\">GSL</a> for those of you who wish to program in C / C++ is a valuable resource as it provides several routines for random generators, linear algebra etc. While GSL is primarily available for Linux there are also ports for Windows. (See: <a href=\"http://gladman.plushost.co.uk/oldsite/computing/gnu_scientific_library.php\" rel=\"nofollow\">http://gladman.plushost.co.uk/oldsite/computing/gnu_scientific_library.php</a> and <a href=\"http://david.geldreich.free.fr/dev.html\" rel=\"nofollow\">http://david.geldreich.free.fr/dev.html</a>)</p>\n", "None", "2010-07-19 19:28:12.0", "None", "None", "None", "0", "None", "None", "None", "2010-07-19 19:28:12.0", "3", "None", "user28", "None" ], [ "29", "2", "None", "2010-07-19 19:28:15.0", "5", "None", "<p>Contingency table (chi-square). Also Logistic Regression is your friend - use dummy variables. </p>\n", "36", "2010-07-19 19:28:15.0", "None", "None", "None", "0", "None", "None", "None", "None", "17", "None", "None", "None" ], [ "30", "1", "55", "2010-07-19 19:28:34.0", "7", "705", "<p>Which methods are used for testing random variate generation algorithms?</p>\n", "69", "2011-05-12 18:38:27.0", "Testing random variate generation algorithms", "<algorithms><hypothesis-testing><random-variable><random-generation>", "8", "2", "7", "919", "2010-08-25 14:12:54.0", "None", "None", "None", "None", "None" ], [ "31", "1", "None", "2010-07-19 19:28:44.0", "66", "175495", "<p>After taking a statistics course and then trying to help fellow students, I noticed one subject that inspires much head-desk banging is interpreting the results of statistical hypothesis tests. It seems that students easily learn how to perform the calculations required by a given test but get hung up on interpreting the results. Many computerized tools report test results in terms of \"p values\" or \"t values\".</p>\n\n<p>How would you explain the following points to college students taking their first course in statistics:</p>\n\n<ul>\n<li><p>What does a \"p-value\" mean in relation to the hypothesis being tested? Are there cases when one should be looking for a high p-value or a low p-value?</p></li>\n<li><p>What is the relationship between a p-value and a t-value?</p></li>\n</ul>\n", "13", "2014-07-19 03:34:11.0", "What is the meaning of p values and t values in statistical tests?", "<hypothesis-testing><t-test><p-value><interpretation><intuition>", "10", "3", "56", "919", "2013-10-13 16:33:10.0", "None", "None", "None", "None", "None" ], [ "32", "2", "None", "2010-07-19 19:29:06.0", "12", "None", "<p>I recommend R (see <a href=\"http://cran.r-project.org/web/views/TimeSeries.html\">the time series view on CRAN</a>). </p>\n\n<p>Some useful references:</p>\n\n<ul>\n<li><a href=\"http://cran.r-project.org/doc/contrib/Farnsworth-EconometricsInR.pdf\">Econometrics in R</a>, by Grant Farnsworth</li>\n<li><a href=\"http://stackoverflow.com/questions/1714280/multivariate-time-series-modelling-in-r/1715488#1715488\">Multivariate time series modelling in R</a></li>\n</ul>\n", "5", "2010-07-19 19:29:06.0", "None", "None", "None", "0", "None", "None", "None", "None", "25", "None", "None", "None" ], [ "33", "1", "49", "2010-07-19 19:30:03.0", "5", "1428", "<p>What R packages should I install for seasonality analysis?</p>\n", "69", "2012-11-08 00:40:55.0", "R packages for seasonality analysis", "<r><seasonality>", "3", "1", "5", "88", "2010-09-16 06:56:44.0", "None", "None", "None", "None", "None" ], [ "34", "2", "None", "2010-07-19 19:30:07.0", "3", "None", "<p><a href=\"http://scienceblogs.com/goodmath/2008/04/schools_of_thought_in_probabil.php\" rel=\"nofollow\">Schools of thought in Probability Theory</a></p>\n", "79", "2010-07-19 19:30:07.0", "None", "None", "None", "0", "None", "None", "None", "None", "22", "None", "None", "None" ], [ "35", "1", "72", "2010-07-19 19:30:30.0", "10", "1223", "<p>I have a data set that I'd expect to follow a Poisson distribution, but it is overdispersed by about 3-fold. At the present, I'm modelling this overdispersion using something like the following code in R.</p>\n\n<pre><code>## assuming a median value of 1500\nmed = 1500\nrawdist = rpois(1000000,med)\noDdist = rawDist + ((rawDist-med)*3)\n</code></pre>\n\n<p>Visually, this seems to fit my empirical data very well. If I'm happy with the fit, is there any reason that I should be doing something more complex, like using a <a href=\"http://en.wikipedia.org/wiki/Overdispersion#Poisson\">negative binomial distribution, as described here</a>? (If so, any pointers or links on doing so would be much appreciated).</p>\n\n<p>Oh, and I'm aware that this creates a slightly jagged distribution (due to the multiplication by three), but that shouldn't matter for my application.</p>\n\n<hr>\n\n<p><strong>Update:</strong> For the sake of anyone else who searches and finds this question, here's a simple R function to model an overdispersed poisson using a negative binomial distribution. Set d to the desired mean/variance ratio:</p>\n\n<pre><code>rpois.od&lt;-function (n, lambda,d=1) {\n if (d==1)\n rpois(n, lambda)\n else\n rnbinom(n, size=(lambda/(d-1)), mu=lambda)\n}\n</code></pre>\n\n<p>(via the R mailing list: <a href=\"https://stat.ethz.ch/pipermail/r-help/2002-June/022425.html\">https://stat.ethz.ch/pipermail/r-help/2002-June/022425.html</a>)</p>\n", "54", "2010-07-25 01:44:14.0", "Modelling a Poisson distribution with overdispersion", "<distributions><modeling><poisson><overdispersion>", "2", "0", "4", "54", "2010-07-25 01:44:14.0", "None", "None", "None", "None", "None" ], [ "36", "1", "None", "2010-07-19 19:31:47.0", "41", "67396", "<p>There is an old saying: \"Correlation does not mean causation\". When I teach, I tend to use the following standard examples to illustrate this point:</p>\n\n<ol>\n<li>number of storks and birth rate in Denmark;</li>\n<li>number of priests in America and alcoholism;</li>\n<li>in the start of the 20th century it was noted that there was a strong correlation between 'Number of radios' and 'Number of people in Insane Asylums'</li>\n<li>and my favorite: <a href=\"http://en.wikipedia.org/wiki/File%3aPiratesVsTemp%28en%29.svg\" rel=\"nofollow\">pirates cause global warming</a>.</li>\n</ol>\n\n<p>However, I do not have any references for these examples and whilst amusing, they are obviously false.</p>\n\n<p>Does anyone have any other good examples?</p>\n", "8", "2014-05-23 06:31:12.0", "Examples for teaching: Correlation does not mean causation", "<correlation><teaching>", "27", "7", "21", "43889", "2014-05-23 06:31:12.0", "2010-08-16 13:01:42.0", "None", "None", "None", "None" ], [ "38", "2", "None", "2010-07-19 19:32:28.0", "2", "None", "<p>If your mean value for the Poisson is 1500, then you're very close to a normal distribution; you might try using that as an approximation and then modelling the mean and variance separately.</p>\n", "61", "2010-07-19 19:32:28.0", "None", "None", "None", "2", "None", "None", "None", "None", "35", "None", "None", "None" ], [ "39", "1", "721", "2010-07-19 19:32:29.0", "4", "210", "<p>I'm looking for worked out solutions using Bayesian and/or logit analysis similar to a workbook or an annal. </p>\n\n<p>The worked out problems could be of any field; however, I'm interested in urban planning / transportation related fields. </p>\n", "59", "2010-07-27 05:40:44.0", "Sample problems on logit modeling and Bayesian methods", "<modeling><bayesian><logit><transportation>", "1", "0", "1", "190", "2010-07-27 04:57:47.0", "None", "None", "None", "None", "None" ], [ "40", "1", "111", "2010-07-19 19:32:47.0", "8", "491", "<p>What algorithms are used in modern and good-quality random number generators? </p>\n", "69", "2014-01-28 07:46:08.0", "Pseudo-random number generation algorithms", "<algorithms><random-variable><random-generation>", "4", "1", "2", "919", "2010-08-25 14:13:48.0", "None", "None", "None", "None", "None" ], [ "41", "2", "None", "2010-07-19 19:33:13.0", "8", "None", "<p>A quote from <a href=\"http://en.wikipedia.org/wiki/Standard_deviation\" rel=\"nofollow\">wiki</a>.</p>\n\n<blockquote>\n <p>It shows how much variation there is from the \"average\" (mean, or expected/budgeted value). A low standard deviation indicates that the data points tend to be very close to the mean, whereas high standard deviation indicates that the data is spread out over a large range of values.</p>\n</blockquote>\n", "83", "2010-07-19 19:33:13.0", "None", "None", "None", "0", "None", "None", "None", "None", "26", "None", "None", "None" ], [ "42", "2", "None", "2010-07-19 19:33:19.0", "12", "None", "<p><a href=\"http://www.cs.waikato.ac.nz/ml/weka\">Weka</a> for data mining - contains many classification and clustering algorithms in Java.</p>\n", "80", "2010-07-19 19:33:19.0", "None", "None", "None", "3", "None", "None", "None", "2010-07-19 19:33:19.0", "3", "None", "None", "None" ], [ "43", "2", "None", "2010-07-19 19:33:37.0", "7", "None", "<p>R is great, but I wouldn't really call it \"windows based\" :) That's like saying the cmd prompt is windows based. I guess it is technically in a window...</p>\n\n<p>RapidMiner is far easier to use [1]. It's a free, open-source, multi-platform, GUI. Here's a video on time series forecasting:</p>\n\n<p><a href=\"http://rapidminerresources.com/index.php?page=financial-time-series-modelling---part-1\">http://rapidminerresources.com/index.php?page=financial-time-series-modelling---part-1</a></p>\n\n<p>Also, don't forget to read:</p>\n\n<p><a href=\"http://www.forecastingprinciples.com/\">http://www.forecastingprinciples.com/</a></p>\n\n<p>[1] No, I don't work for them. </p>\n", "74", "2010-07-19 20:24:23.0", "None", "None", "None", "5", "None", "74", "2010-07-19 20:24:23.0", "None", "25", "None", "None", "None" ], [ "44", "1", "89", "2010-07-19 19:34:42.0", "8", "453", "<p>How would you explain data visualization and why it is important to a layman?</p>\n", "68", "2013-07-27 00:28:49.0", "Explain data visualization", "<data-visualization><intuition>", "5", "1", "5", "12786", "2013-07-27 00:28:49.0", "None", "None", "None", "None", "None" ], [ "45", "2", "None", "2010-07-19 19:34:44.0", "5", "None", "<p>The <a href=\"http://en.wikipedia.org/wiki/Mersenne_twister\" rel=\"nofollow\">Mersenne Twister</a> is one I've come across and used before now.</p>\n", "55", "2010-07-19 19:34:44.0", "None", "None", "None", "1", "None", "None", "None", "None", "40", "None", "None", "None" ], [ "46", "2", "None", "2010-07-19 19:35:04.0", "0", "None", "<p>A standard deviation is the square root of the second central moment of a distribution. A central moment is the expected difference from the expected value of the distribution. A first central moment would usually be 0, so we define a second central moment as the expected value of the squared distance of a random variable from its expected value. </p>\n\n<p>To put it on a scale that is more in line with the original observations, we take the square root of that second central moment and call it the standard deviation. </p>\n\n<p>Standard deviation is a property of a population. It measures how much average \"dispersion\" there is to that population. Are all the obsrvations clustered around the mean, or are they widely spread out? </p>\n\n<p>To estimate the standard deviation of a population, we often calculate the standard deviation of a \"sample\" from that population. To do this, you take observations from that population, calculate a mean of those observations, and then calculate the square root of the average squared deviation from that \"sample mean\". </p>\n\n<p>To get an unbiased estimator of the variance, you don't actually calculate the average squared deviation from the sample mean, but instead, you divide by (N-1) where N is the number of observations in your sample. Note that this \"sample standard deviation\" is not an unbiased estimator of the standard deviation, but the square of the \"sample standard deviation\" is an unbiased estimator of the variance of the population. </p>\n", "62", "2010-07-20 02:13:12.0", "None", "None", "None", "2", "None", "62", "2010-07-20 02:13:12.0", "None", "26", "None", "None", "None" ], [ "47", "1", "268", "2010-07-19 19:36:12.0", "7", "312", "<p>I have a dataset of 130k internet users characterized by 4 variables describing users' number of sessions, locations visited, avg data download and session time aggregated from four months of activity.</p>\n\n<p>Dataset is very heavy-tailed. For example third of users logged only once during four months, whereas six users had more than 1000 sessions.</p>\n\n<p>I wanted to come up with a simple classification of users, preferably with indication of the most appropriate number of clusters.</p>\n\n<p>Is there anything you could recomend as a soultion?</p>\n", "22", "2010-11-23 18:59:58.0", "Clustering of large, heavy-tailed dataset", "<clustering><large-data>", "4", "2", "3", "8", "2010-10-08 16:05:59.0", "None", "None", "None", "None", "None" ], [ "48", "2", "None", "2010-07-19 19:36:20.0", "3", "None", "<p>Flip through Freakonomics for some great examples. Their bibliography is chock full of references.</p>\n", "36", "2010-07-19 19:36:20.0", "None", "None", "None", "4", "None", "None", "None", "2010-08-16 13:01:42.0", "36", "None", "None", "None" ], [ "49", "2", "None", "2010-07-19 19:36:52.0", "6", "None", "<p>You don't need to install any packages because this is possible with base-R functions. Have a look at <a href=\"http://www.stat.ucl.ac.be/ISdidactique/Rhelp/library/ts/html/arima.html\">the arima function</a>. </p>\n\n<p>This is a basic function of <a href=\"http://en.wikipedia.org/wiki/Box%E2%80%93Jenkins\">Box-Jenkins analysis</a>, so you should consider reading one of the R time series text-books for an overview; my favorite is Shumway and Stoffer. \"<a href=\"http://rads.stackoverflow.com/amzn/click/0387293175\">Time Series Analysis and Its Applications: With R Examples</a>\".</p>\n", "5", "2010-07-19 19:36:52.0", "None", "None", "None", "0", "None", "None", "None", "None", "33", "None", "None", "None" ], [ "50", "1", "85", "2010-07-19 19:37:31.0", "18", "2414", "<p>What do they mean when they say \"random variable\"? </p>\n", "62", "2014-07-18 11:34:37.0", "What is meant by a \"random variable\"?", "<random-variable><intuition><definition>", "7", "4", "9", "919", "2013-04-01 19:24:52.0", "None", "None", "None", "None", "None" ], [ "51", "1", "64", "2010-07-19 19:37:55.0", "1", "120", "<p>Are there any objective methods of assessment or standardized tests available to measure the effectiveness of a software that does pattern recognition?</p>\n", "68", "2010-07-19 20:12:16.0", "Measuring the effectiveness of a pattern recognition software", "<pattern-recognition>", "1", "0", "1", "None", "None", "None", "None", "None", "None", "None" ], [ "52", "2", "None", "2010-07-19 19:39:06.0", "7", "None", "<p>Usually one (p=.042), but it also depends on power.</p>\n", "36", "2010-07-19 19:39:06.0", "None", "None", "None", "0", "None", "None", "None", "None", "8", "None", "None", "None" ], [ "53", "1", "78", "2010-07-19 19:39:08.0", "40", "25962", "<p>What are the main differences between performing Principal Components Analysis on a correlation and covariance matrix? Do they give the same results?</p>\n", "17", "2013-06-27 07:10:58.0", "PCA on correlation or covariance?", "<pca>", "4", "4", "20", "6029", "2013-06-27 07:10:58.0", "None", "None", "None", "None", "None" ], [ "54", "1", "65", "2010-07-19 19:41:19.0", "11", "497", "<p>As I understand UK Schools teach that the Standard Deviation is found using:</p>\n\n<p><img src=\"http://upload.wikimedia.org/math/e/e/4/ee485814ab9e19908f2b39d5d70406d5.png\" alt=\"alt text\"></p>\n\n<p>whereas US Schools teach:</p>\n\n<p><img src=\"http://upload.wikimedia.org/math/8/3/a/83a7338b851dcaafaf5b64353af56596.png\" alt=\"alt text\"></p>\n\n<p>(at a basic level anyway).</p>\n\n<p>This has caused a number of my students problems in the past as they have searched on the Internet, but found the wrong explanation.</p>\n\n<p>Why the difference?</p>\n\n<p>With simple datasets say 10 values, what degree of error will there be if the wrong method is applied (eg in an exam)?</p>\n", "55", "2012-12-26 19:02:47.0", "Why do US and UK Schools Teach Different methods of Calculating the Standard Deviation?", "<standard-deviation><error><teaching><unbiased-estimator>", "5", "5", "2", "919", "2012-12-26 19:02:47.0", "None", "None", "None", "None", "None" ], [ "55", "2", "None", "2010-07-19 19:41:39.0", "7", "None", "<p>The <a href=\"http://en.wikipedia.org/wiki/Diehard_tests\" rel=\"nofollow\">Diehard Test Suite</a> is something close to a Golden Standard for testing random number generators. It includes a number of tests where a good random number generator should produce result distributed according to some know distribution against which the outcome using the tested generator can then be compared.</p>\n\n<p><strong>EDIT</strong></p>\n\n<p>I have to update this since I was not exactly right:\nDiehard might still be used a lot, but it is no longer maintained and not state-of-the-art anymore. NIST has come up with <a href=\"http://csrc.nist.gov/groups/ST/toolkit/rng/index.html\" rel=\"nofollow\">a set of improved tests</a> since.</p>\n", "56", "2011-05-12 18:38:27.0", "None", "None", "None", "0", "None", "56", "2011-05-12 18:38:27.0", "None", "30", "None", "None", "None" ], [ "56", "2", "None", "2010-07-19 19:42:28.0", "56", "None", "<p>Here is how I would explain the basic difference to my grandma:</p>\n\n<p>I have misplaced my phone somewhere in the home. I can use the phone locator on the base of the instrument to locate the phone and when I press the phone locator the phone starts beeping.</p>\n\n<p>Problem: Which area of my home should I search?</p>\n\n<p>Frequentist Reasoning: </p>\n\n<p>I can hear the phone beeping. I also have a mental model which helps me identify the area from which the sound is coming from. Therefore, upon hearing the beep, I infer the area of my home I must search to locate the phone.</p>\n\n<p>Bayesian Reasoning:</p>\n\n<p>I can hear the phone beeping. Now, apart from a mental model which helps me identify the area from which the sound is coming from, I also know the locations where I have misplaced the phone in the past. So, I combine my inferences using the beeps and my prior information about the locations I have misplaced the phone in the past to identify an area I must search to locate the phone.</p>\n", "None", "2010-07-19 19:42:28.0", "None", "None", "None", "7", "None", "None", "None", "None", "22", "None", "user28", "None" ], [ "57", "2", "None", "2010-07-19 19:42:34.0", "2", "None", "<p>From <a href=\"http://en.wikipedia.org/wiki/Random_variable\" rel=\"nofollow\">Wikipedia</a>:</p>\n\n<blockquote>\n <p>In mathematics (especially probability\n theory and statistics), a random\n variable (or stochastic variable) is\n (in general) a measurable function \n that maps a probability space into a\n measurable space. Random variables\n mapping all possible outcomes of an\n event into the real numbers are\n frequently studied in elementary\n statistics and used in the sciences to\n make predictions based on data\n obtained from scientific experiments.\n In addition to scientific\n applications, random variables were\n developed for the analysis of games of\n chance and stochastic events. The\n utility of random variables comes from\n their ability to capture only the\n mathematical properties necessary to\n answer probabilistic questions.</p>\n</blockquote>\n\n<p>From <a href=\"http://cnx.org/content/m13418/latest/\" rel=\"nofollow\">cnx.org</a>:</p>\n\n<blockquote>\n <p>A random variable is a function, which assigns unique numerical values to all possible\n outcomes of a random experiment under fixed conditions. A random variable is not a \n variable but rather a function that maps events to numbers.</p>\n</blockquote>\n", "69", "2010-07-19 19:47:54.0", "None", "None", "None", "4", "None", "69", "2010-07-19 19:47:54.0", "None", "50", "None", "None", "None" ], [ "58", "1", "6988", "2010-07-19 19:42:57.0", "10", "1667", "<p>What is the back-propagation algorithm and how does it work?</p>\n", "68", "2013-04-10 12:09:31.0", "Can someone please explain the back-propagation algorithm?", "<algorithms><optimization><neural-networks>", "3", "0", "1", "3911", "2011-04-29 00:38:41.0", "None", "None", "None", "None", "None" ], [ "59", "2", "None", "2010-07-19 19:43:20.0", "24", "None", "<p>The assumption of normality is just the supposition that the underlying <a href=\"http://en.wikipedia.org/wiki/Random_variable\">random variable</a> of interest is distributed <a href=\"http://en.wikipedia.org/wiki/Normal_distribution\">normally</a>, or approximately so. Intuitively, normality may be understood as the result of the sum of a large number of independent random events.</p>\n\n<p>More specifically, normal distributions are defined by the following function:</p>\n\n<p><img src=\"http://upload.wikimedia.org/math/9/e/1/9e1e4a3af93c9680ba75669a0b69fbf6.png\" alt=\"alt text\"></p>\n\n<p>where $\\\\mu$ and $\\\\sigma^2$ are the mean and the variance, respectively, and which appears as follows:</p>\n\n<p><img src=\"http://upload.wikimedia.org/wikipedia/commons/thumb/7/74/Normal_Distribution_PDF.svg/300px-Normal_Distribution_PDF.svg.png\" alt=\"alt text\"></p>\n\n<p>This can be checked in <a href=\"http://en.wikipedia.org/wiki/Normality_test\">multiple ways</a>, that may be more or less suited to your problem by its features, such as the size of n. Basically, they all test for features expected if the distribution were normal (e.g. expected <a href=\"http://en.wikipedia.org/wiki/Q-Q_plot\">quantile distribution</a>).</p>\n", "39", "2012-10-06 10:39:27.0", "None", "None", "None", "1", "None", "805", "2012-10-06 10:39:27.0", "None", "2", "None", "None", "None" ], [ "60", "2", "None", "2010-07-19 19:43:20.0", "1", "None", "<p><a href=\"http://en.wikipedia.org/wiki/K-means_algorithm\" rel=\"nofollow\">K-Means clustering</a> should work well for this type of problem. However, it does require that you specify the number of clusters in advance.</p>\n\n<p>Given the nature of this data, however, you may be able to work with a <a href=\"http://en.wikipedia.org/wiki/Cluster_analysis#Hierarchical_clustering\" rel=\"nofollow\">hierarchical clustering algorithm</a> instead. Since all 4 variables are most likely fairly highly correlated, you can most likely break out clusters, and stop when you reach a small enough distance between clusters. This may be a much simpler approach in this specific case, and allows you to determine \"how many clusters\" by just stopping as soon as you've broken your set into fine enough clusters.</p>\n", "41", "2010-07-19 19:43:20.0", "None", "None", "None", "1", "None", "None", "None", "None", "47", "None", "None", "None" ], [ "61", "2", "None", "2010-07-19 19:44:35.0", "22", "None", "<p>Standard deviation is a number that represents the \"spread\" or \"dispersion\" of a set of data. There are other measures for spread, such as range and variance. </p>\n\n<p>Here are some example sets of data, and their standard deviations:</p>\n\n<pre><code>[1,1,1] standard deviation = 0 (there's no spread) \n[-1,1,3] standard deviation = 1.6 (some spread) \n[-99,1,101] standard deviation = 82 (big spead)\n</code></pre>\n\n<p>The above data sets have the same mean. </p>\n\n<p>Deviation means \"distance from the mean\".</p>\n\n<p>\"Standard\" here means \"standardized\", meaning the standard deviation and mean are in the same units, unlike variance. </p>\n\n<p>For example, if the mean height is 2 <strong>meters</strong>, the standard deviation might be 0.3 <strong>meters</strong>, whereas the variance would be 0.09 <strong>meters squared</strong>. </p>\n\n<p>It is convenient to know that <a href=\"http://en.wikipedia.org/wiki/Chebyshev%27s_inequality\" rel=\"nofollow\">at least 75%</a> of the data points <em>always</em> lie within 2 standard deviations of the mean (or <a href=\"http://en.wikipedia.org/wiki/68-95-99.7_rule\" rel=\"nofollow\">around 95%</a> if the distribution is Normal).</p>\n\n<p>For example, if the mean is 100, and the standard deviation is 15, then at least 75% of the values are between 70 and 130. </p>\n\n<p>If the distribution happens to be Normal, then 95% of the values are between 70 and 130. </p>\n\n<p>Generally speaking, IQ test scores are normally distributed and have an average of 100. Someone who is \"very bright\" is two standard deviations above the mean, meaning an IQ test score of 130.</p>\n", "74", "2013-01-23 09:37:19.0", "None", "None", "None", "5", "None", "74", "2013-01-23 09:37:19.0", "2013-01-23 09:37:19.0", "26", "None", "None", "None" ], [ "62", "1", "80", "2010-07-19 19:44:58.0", "4", "124", "<p>With the recent FIFA world cup, I decided to have some fun and determine which months produced world cup football players. Turned out, most footballers in the 2010 world cup were born in the first half of the year.</p>\n\n<p>Someone pointed out, that children born in the first half of the year had a physical advantage over others and hence \"survivorship bias\" was involved in the equation. Is this an accurate observation? Can someone please explain why he says that?</p>\n\n<p>Also, when trying to understand the concept, I found most examples revolved around the financial sector. Are they any other everyday life examples explaining it?</p>\n\n<p>Thanks!</p>\n", "58", "2010-07-20 16:19:51.0", "A case of survivorship bias?", "<statistical-bias>", "2", "0", "None", "58", "2010-07-19 19:50:45.0", "None", "None", "None", "None", "None" ], [ "63", "2", "None", "2010-07-19 19:45:19.0", "25", "None", "<p>It might be useful to explain that \"causes\" is an asymmetric relation (X causes Y is different from Y causes X), whereas \"is correlated with\" is a symmetric relation.</p>\n\n<p>For instance, homeless population and crime rate might be correlated, in that both tend to be high or low in the same locations. It is equally valid to say that homelesss population is correlated with crime rate, or crime rate is correlated with homeless population. To say that crime causes homelessness, or homeless populations cause crime are different statements. And correlation does not imply that either is true. For instance, the underlying cause could be a 3rd variable such as drug abuse, or unemployment. </p>\n\n<p>The mathematics of statistics is not good at identifying underlying causes, which requires some other form of judgement.</p>\n", "87", "2010-07-19 19:45:19.0", "None", "None", "None", "2", "None", "None", "None", "2010-08-16 13:01:42.0", "36", "None", "None", "None" ], [ "64", "2", "None", "2010-07-19 19:46:08.0", "6", "None", "<p>Yes, there are many methods. You would need to specify which model you're using, because it can vary. </p>\n\n<p>For instance, Some models will be compared based on the <a href=\"http://en.wikipedia.org/wiki/Akaike_information_criterion\">AIC</a> or <a href=\"http://en.wikipedia.org/wiki/Bayesian_information_criterion\">BIC</a> criteria. In other cases, one would look at the <a href=\"http://en.wikipedia.org/wiki/Cross-validation_%28statistics%29\">MSE from cross validation</a> (as, for instance, with a support vector machine).</p>\n\n<ol>\n<li>I recommend reading <a href=\"http://research.microsoft.com/en-us/um/people/cmbishop/prml/\">Pattern Recognition and Machine Learning</a> by Christopher Bishop.</li>\n<li>This is also discussed in Chapter 5 on Credibility, and particularly section 5.5 \"Comparing data mining methods\" of <a href=\"http://rads.stackoverflow.com/amzn/click/0120884070\">Data Mining: Practical Machine Learning Tools and Techniques</a> by Witten and Frank (which discusses Weka in detail).</li>\n<li>Lastly, you should also have a look at <a href=\"http://www-stat.stanford.edu/~tibs/ElemStatLearn/\">The Elements of Statistical Learning</a> by Hastie, Tibshirani and Friedman which is available for free online.</li>\n</ol>\n", "5", "2010-07-19 20:12:16.0", "None", "None", "None", "0", "None", "5", "2010-07-19 20:12:16.0", "None", "51", "None", "None", "None" ], [ "65", "2", "None", "2010-07-19 19:46:11.0", "14", "None", "<p>The first formula is the <em>population</em> standard deviation and the second formula is the the <em>sample</em> standard deviation. The second formula is also related to the unbiased estimator of the variance - see <a href=\"http://en.wikipedia.org/wiki/Variance#Population_variance_and_sample_variance\">wikipedia</a> for further details.</p>\n\n<p>I suppose (here) in the UK they don't make the distinction between sample and population at high school. They certainly don't touch concepts such as biased estimators. </p>\n", "8", "2010-07-19 20:44:53.0", "None", "None", "None", "3", "None", "8", "2010-07-19 20:44:53.0", "None", "54", "None", "None", "None" ], [ "66", "2", "None", "2010-07-19 19:46:11.0", "5", "None", "<p>This is <a href=\"http://en.wikipedia.org/wiki/Bessel%27s_correction\">Bessel's Correction</a>. The US version is showing the formula for the <em>sample standard deviation</em>, where the UK version above is the <em>standard deviation of the sample</em>.</p>\n", "41", "2010-07-19 19:46:11.0", "None", "None", "None", "0", "None", "None", "None", "None", "54", "None", "None", "None" ], [ "67", "2", "None", "2010-07-19 19:47:16.0", "2", "None", "<p>From <a href=\"http://en.wikipedia.org/wiki/Data_visualization\" rel=\"nofollow\">Wikipedia</a>: Data visualization is the study of the visual representation of data, meaning \"information which has been abstracted in some schematic form, including attributes or variables for the units of information\"</p>\n\n<p>Data viz is important for visualizing trends in data, telling a story - See <a href=\"http://www.edwardtufte.com/tufte/posters\" rel=\"nofollow\">Minard's map of Napoleon's march</a> - possibly one of the best data graphics ever printed.</p>\n\n<p>Also see any of Edward Tufte's books - especially <a href=\"http://rads.stackoverflow.com/amzn/click/0961392142\" rel=\"nofollow\">Visual Display of Quantitative Information.</a></p>\n", "36", "2010-07-19 19:47:16.0", "None", "None", "None", "0", "None", "None", "None", "None", "44", "None", "None", "None" ], [ "69", "2", "None", "2010-07-19 19:47:49.0", "3", "None", "<p>Since N is the number of points in the data set, one could argue that by calculating the mean one has reduced the degree of freedom in the data set by one (since one introduced a dependency into the data set), so one should use N-1 when estimating the standard deviation from a data set for which one had to estimate the mean before.</p>\n", "56", "2010-07-19 19:47:49.0", "None", "None", "None", "0", "None", "None", "None", "None", "54", "None", "None", "None" ], [ "70", "2", "None", "2010-07-19 19:48:45.0", "15", "None", "<p><a href=\"http://data.worldbank.org/data-catalog\"><strong>World Bank</strong></a> offers quite a lot of interesting data and has been recently very active in developing nice <a href=\"http://data.worldbank.org/developers/api-overview\">API</a> for it.</p>\n\n<p>Also, <a href=\"http://www.cs.purdue.edu/commugrate/data_access/all_data_sets.php\"><strong>commugrate</strong></a> project has an interesting list available.</p>\n\n<p>For US health related data head for <a href=\"http://www.healthindicators.gov/\"><strong>Health Indicators Warehouse</strong></a>. </p>\n\n<p>Daniel Lemire's blog <a href=\"http://lemire.me/blog/archives/2012/03/27/publicly-available-large-data-sets-for-database-research/\">points</a> to few interesting examples (mostly tailored towards DB research) including <strong>Canadian Census 1880</strong> and <strong>synoptic cloud reports</strong>.</p>\n\n<p>And as for today (03/04/2012) <a href=\"http://1940census.archives.gov/\"><strong>US 1940 census records</strong></a> are also available to download.</p>\n", "22", "2012-04-03 09:51:07.0", "None", "None", "None", "1", "None", "22", "2012-04-03 09:51:07.0", "2011-08-12 20:30:59.0", "7", "None", "None", "None" ], [ "71", "2", "None", "2010-07-19 19:50:33.0", "2", "None", "<p>It's an algorithm for training feedforward multilayer neural networks (multilayer perceptrons). There are several nice java applets around the web that illustrate what's happening, like this one: <a href=\"http://neuron.eng.wayne.edu/bpFunctionApprox/bpFunctionApprox.html\" rel=\"nofollow\">http://neuron.eng.wayne.edu/bpFunctionApprox/bpFunctionApprox.html</a>. Also, <a href=\"http://rads.stackoverflow.com/amzn/click/0198538642\" rel=\"nofollow\">Bishop's book on NNs</a> is the standard desk reference for anything to do with NNs.</p>\n", "36", "2010-07-19 19:50:33.0", "None", "None", "None", "0", "None", "None", "None", "None", "58", "None", "None", "None" ], [ "72", "2", "None", "2010-07-19 19:51:05.0", "6", "None", "<p>for overdispersed poisson, use the negative binomial, which allows you to parameterize the variance as a function of the mean precisely. rnbinom(), etc. in R.</p>\n", "96", "2010-07-19 19:51:05.0", "None", "None", "None", "0", "None", "None", "None", "None", "35", "None", "None", "None" ], [ "73", "1", "104362", "2010-07-19 19:51:32.0", "24", "5717", "<p><strong>Duplicate thread:</strong> <a href=\"http://stats.stackexchange.com/questions/1676/i-just-installed-the-latest-version-of-r-what-packages-should-i-obtain\">I just installed the latest version of R. What packages should I obtain?</a></p>\n\n<p>What are the <a href=\"http://www.r-project.org/\">R</a> packages you couldn't imagine your daily work with data?\nPlease list both general and specific tools.</p>\n\n<p>UPDATE:\nAs for 24.10.10 <code>ggplot2</code> seems to be the winer with 7 votes.</p>\n\n<p>Other packages mentioned more than one are:</p>\n\n<ul>\n<li><code>plyr</code> - 4</li>\n<li><code>RODBC</code>, <code>RMySQL</code> - 4</li>\n<li><code>sqldf</code> - 3</li>\n<li><code>lattice</code> - 2</li>\n<li><code>zoo</code> - 2</li>\n<li><code>Hmisc/rms</code> - 2</li>\n<li><code>Rcurl</code> - 2</li>\n<li><code>XML</code> - 2</li>\n</ul>\n\n<p>Thanks all for your answers!</p>\n", "22", "2014-06-23 08:58:48.0", "What R packages do you find most useful in your daily work?", "<r>", "24", "5", "26", "88", "2011-05-11 12:29:47.0", "2010-07-19 20:07:49.0", "None", "None", "None", "None" ], [ "74", "2", "None", "2010-07-19 19:51:34.0", "25", "None", "<p>In such a discussion, I always recall the famous Ken Thompson quote </p>\n\n<blockquote>\n <p>When in doubt, use brute force.</p>\n</blockquote>\n\n<p>In this case, machine learning is a salvation when the assumptions are hard to catch; or at least it is much better than guessing them wrong. </p>\n", "88", "2010-07-19 19:51:34.0", "None", "None", "None", "0", "None", "None", "None", "None", "6", "None", "None", "None" ], [ "75", "1", "94", "2010-07-19 19:52:31.0", "5", "754", "<p>I'm using <a href=\"http://www.r-project.org/\" rel=\"nofollow\"><strong>R</strong></a> and the manuals on the R site are really informative. However, I'd like to see some more examples and implementations with R which can help me develop my knowledge faster. Any suggestions?</p>\n", "69", "2010-07-21 03:12:51.0", "Where can I find useful R tutorials with various implementations?", "<r><books><code>", "5", "4", "7", "None", "2010-07-21 03:12:51.0", "2010-10-19 11:13:59.0", "None", "None", "None", "user28" ], [ "76", "2", "None", "2010-07-19 19:52:49.0", "22", "None", "<p>I use <a href=\"http://cran.r-project.org/web/packages/plyr/index.html\"><strong>plyr</strong></a> and <a href=\"http://cran.r-project.org/web/packages/ggplot2/index.html\"><strong>ggplot2</strong></a> the most on a daily basis.</p>\n\n<p>I also rely heavily on time series packages; most especially, the <a href=\"http://cran.r-project.org/web/packages/zoo/index.html\"><strong>zoo</strong></a> package.</p>\n", "5", "2010-07-19 19:52:49.0", "None", "None", "None", "3", "None", "None", "None", "2010-08-09 13:16:41.0", "73", "None", "None", "None" ], [ "77", "2", "None", "2010-07-19 19:54:03.0", "16", "None", "<ol>\n<li><p>Sometimes correlation is enough. For example, in car insurance, male drivers are correlated with more accidents, so insurance companies charge them more. There is no way you could actually test this for causation. You cannot change the genders of the drivers experimentally. Google has made hundreds of billions of dollars not caring about causation. </p></li>\n<li><p>To find causation, you generally need experimental data, not observational data. Though, in economics, they often use observed \"shocks\" to the system to test for causation, like if a CEO dies suddenly and the stock price goes up, you can assume causation. </p></li>\n<li><p>Correlation is a necessary but not sufficient condition for causation. To show causation requires a counter-factual.</p></li>\n</ol>\n", "74", "2010-09-09 18:16:59.0", "None", "None", "None", "7", "None", "74", "2010-09-09 18:16:59.0", "2010-08-16 13:01:42.0", "36", "None", "None", "None" ], [ "78", "2", "None", "2010-07-19 19:54:38.0", "33", "None", "<p>You tend to use the covariance matrix when the variable scales are similar and the correlation matrix when variables are on different scales. Using the correlation matrix <em>standardises</em> the data.</p>\n\n<p>In general they give different results. Especially when the scales are different.</p>\n\n<p>As example, take a look a look at this R heptathlon data set. Some of the variables have an average value of about 1.8 (the high jump), whereas other variables (200m) are around 20.</p>\n\n<pre><code>library(HSAUR)\n# look at heptathlon data\nheptathlon\n\n# correlations\nround(cor(heptathlon[,-8]),2) # ignoring \"score\" \n# covariance\nround(cov(heptathlon[,-8]),2)\n\n# PCA\n# scale=T bases the PCA on the correlation matrix\nhep.PC.cor = prcomp(heptathlon[,-8], scale=TRUE)\nhep.PC.cov = prcomp(heptathlon[,-8], scale=FALSE)\n\n# PC scores per competitor\nhep.scores.cor = predict(hep.PC.cor)\nhep.scores.cov = predict(hep.PC.cov)\n\n# Plot of PC1 vs PC2\npar(mfrow = c(2, 1))\nplot(hep.scores.cov[,1],hep.scores.cov[,2],\n xlab=\"PC 1\",ylab=\"PC 2\", pch=NA, main=\"Covariance\")\ntext(hep.scores.cov[,1],hep.scores.cov[,2],labels=1:25) \n\nplot(hep.scores.cor[,1],hep.scores.cor[,2],\n xlab=\"PC 1\",ylab=\"PC 2\", pch=NA, main=\"Correlation\")\ntext(hep.scores.cor[,1],hep.scores.cor[,2],labels=1:25) \n</code></pre>\n\n<p>Notice that the outlying individuals (in <em>this</em> data set) are outliers regardless of whether the covariance or correlation matrix is used.</p>\n", "8", "2010-11-06 21:56:17.0", "None", "None", "None", "4", "None", "8", "2010-11-06 21:56:17.0", "None", "53", "None", "None", "None" ], [ "79", "2", "None", "2010-07-19 19:56:04.0", "4", "None", "<p>I am not sure this is purely a US vs. British issue. Here is a brief page I wrote <a href=\"http://www.graphpad.com/faq/viewfaq.cfm?faq=1382\" rel=\"nofollow\">explaining the difference between using n vs. n-1 when computing a Standard Deviation</a>.</p>\n", "25", "2010-07-19 19:56:04.0", "None", "None", "None", "1", "None", "None", "None", "None", "54", "None", "None", "None" ], [ "80", "2", "None", "2010-07-19 19:56:43.0", "8", "None", "<p>The basic idea behind this is that football clubs have an age cut-off when determining teams. In the league my children participate in the age restrictions states that children born after July 31st are placed on the younger team. This means that two children that are effectively the same age can be playing with two different age groups. The child born July 31st will be playing on the older team and theoretically be the youngest and smallest on the team and in the league. The child born on August 1st will be the oldest and largest child in the league and will be able to benefit from that.</p>\n\n<p>The survivorship bias comes because competitive leagues will select the best players for their teams. The best players in childhood are often the older players since they have additional time for their bodies to mature. This means that otherwise acceptable younger players are not selected simply because of their age. Since they are not given the same opportunities as the older kids, they don’t develop the same skills and eventually drop out of competitive soccer.</p>\n\n<p>If the cut-off for competitive soccer in enough countries is January 1st, that would support the phenomena you see. A similar phenomena has been observed in several other sports including baseball and ice hockey.</p>\n", "93", "2010-07-19 19:56:43.0", "None", "None", "None", "2", "None", "None", "None", "None", "62", "None", "None", "None" ], [ "81", "2", "None", "2010-07-19 19:58:56.0", "7", "None", "<p>I use the <strong><a href=\"http://cran.r-project.org/web/packages/xtable/index.html\">xtable</a></strong> package. The xtable package turns tables produced by R (in particular, the tables displaying the anova results) into LaTeX tables, to be included in an article. </p>\n", "69", "2010-07-19 19:58:56.0", "None", "None", "None", "0", "None", "None", "None", "2010-10-19 11:07:08.0", "73", "None", "None", "None" ], [ "83", "2", "None", "2010-07-19 20:02:51.0", "2", "None", "<p>R is designed around ideas such as \"reproducible research\" and \"trustworthy software\", as John Chambers says <a href=\"http://books.google.com/books?id=UXneuOIvhEAC&amp;printsec=frontcover\" rel=\"nofollow\">in his excellent book \"Software for Data Analysis: Programming with R\"</a>. </p>\n\n<p>One of the best ways to learn R is to look at the wealth of source code that available on <a href=\"http://cran.r-project.org/\" rel=\"nofollow\">CRAN</a> (with 2461 packages and counting). Simple <code>install.packages</code>, load a <code>library()</code>, and start browsing the code.</p>\n", "5", "2010-07-19 20:02:51.0", "None", "None", "None", "0", "None", "None", "None", "2010-10-19 11:13:59.0", "75", "None", "None", "None" ], [ "84", "2", "None", "2010-07-19 20:03:34.0", "6", "None", "<p>I would explain it to a layman as:</p>\n\n<blockquote>\n <p>Data visualization is taking data, and making a picture out of it. This allows you to easily see and understand relationships within the data much more easily than just looking at the numbers.</p>\n</blockquote>\n", "41", "2010-07-19 20:03:34.0", "None", "None", "None", "0", "None", "None", "None", "None", "44", "None", "None", "None" ], [ "85", "2", "None", "2010-07-19 20:08:00.0", "15", "None", "<p>A random variable is a variable whose value depends on unknown events. We can summarize the unknown events as \"state\", and then the random variable is a function of the state.</p>\n\n<p>Example: Suppose we have three dice rolls (D1,D2,D3). Then the state S=(D1,D2,D3). One random variable X is the number of 5s. X=(D1==5?)+(D2==5?)+(D3==5?). Another random variable Y is the sum of the dice rolls Y=D1+D2+D3. </p>\n", "87", "2010-07-28 14:54:34.0", "None", "None", "None", "2", "None", "87", "2010-07-28 14:54:34.0", "None", "50", "None", "None", "None" ], [ "86", "2", "None", "2010-07-19 20:08:37.0", "8", "None", "<p>Unlike a regular variable, a random variable may not be substituted for a single, unchanging value. Rather <strong>statistical properties</strong> such as the <strong>distribution</strong> of the random variable may be stated. The distribution is a function that provides the probability the variable will take on a given value, or fall within a range given certain parameters such as the mean or standard deviation.</p>\n\n<p>Random variables may be classified as <em>discrete</em> if the distribution describes values from a countable set, such as the integers. The other classification for a random variable is <em>continuous</em> and is used if the distribution covers values from an uncountable set such as the real numbers.</p>\n", "13", "2010-07-20 17:46:55.0", "None", "None", "None", "5", "None", "13", "2010-07-20 17:46:55.0", "None", "50", "None", "None", "None" ], [ "89", "2", "None", "2010-07-19 20:11:47.0", "5", "None", "<p>When I teach very basic statistics to Secondary School Students I talk about evolution and how we have evolved to spot patterns in pictures rather than lists of numbers and that data visualisation is one of the techniques we use to take advantage of this fact. </p>\n\n<p>Plus I try to talk about recent news stories where statistical insight contradicts what the press is implying, making use of sites like <a href=\"http://www.gapminder.org/\">Gapminder</a> to find the representation before choosing the story.</p>\n", "55", "2010-07-19 20:11:47.0", "None", "None", "None", "0", "None", "None", "None", "None", "44", "None", "None", "None" ], [ "90", "2", "None", "2010-07-19 20:12:24.0", "3", "None", "<p><a href=\"http://www.r-bloggers.com/\" rel=\"nofollow\">R bloggers</a> has been steadily supplying me with a lot of good pragmatic content.<br>\nFrom the author:</p>\n\n<pre><code>R-Bloggers.com is a central hub (e.g: A blog aggregator) of content \ncollected from bloggers who write about R (in English). \nThe site will help R bloggers and users to connect and follow \nthe “R blogosphere”.\n</code></pre>\n", "22", "2010-07-19 20:12:24.0", "None", "None", "None", "0", "None", "None", "None", "2010-10-19 11:13:59.0", "75", "None", "None", "None" ], [ "91", "2", "None", "2010-07-19 20:15:54.0", "10", "None", "<p>As user28 said in comments above, the pdf is the first derivative of the cdf for a continuous random variable, and the difference for a discrete random variable. </p>\n\n<p>In the continuous case, wherever the cdf has a discontinuity the pdf has an atom. Dirac delta \"functions\" can be used to represent these atoms. </p>\n", "87", "2010-07-20 08:52:27.0", "None", "None", "None", "0", "None", "87", "2010-07-20 08:52:27.0", "None", "23", "None", "None", "None" ], [ "93", "1", "None", "2010-07-19 20:17:07.0", "5", "412", "<p>We're trying to use a Gaussian process to model h(t) -- the hazard function -- for a very small initial population, and then fit that using the available data. While this gives us nice plots for credible sets for h(t) and so on, it unfortunately is also just pushing the inference problem from h(t) to the covariance function of our process. Perhaps predictably, we have several reasonable and equally defensible guesses for this that all produce different result. </p>\n\n<p>Has anyone run across any good approaches for addressing such a problem? Gaussian-process related or otherwise?</p>\n", "61", "2010-09-16 12:33:50.0", "Robust nonparametric estimation of hazard/survival functions based on low count data", "<nonparametric><survival><hazard>", "1", "3", "3", "88", "2010-09-16 12:33:50.0", "None", "None", "None", "None", "None" ], [ "94", "2", "None", "2010-07-19 20:18:24.0", "5", "None", "<p>Quick R site is basic, but quite nice for start <a href=\"http://www.statmethods.net/index.html\">http://www.statmethods.net/index.html</a> . </p>\n", "88", "2010-07-19 20:18:24.0", "None", "None", "None", "0", "None", "None", "None", "2010-10-19 11:13:59.0", "75", "None", "None", "None" ], [ "95", "1", "None", "2010-07-19 20:21:35.0", "5", "446", "<p>I have been using various GARCH-based models to forecast volatility for various North American equities using historical daily data as inputs.</p>\n\n<p>Asymmetric GARCH models are often cited as a modification of the basic GARCH model to account for the 'leverage effect' i.e. volatility tends to increase more after a negative return than a similarly sized positive return.</p>\n\n<p>What kind of a difference would you expect to see between a standard GARCH and an asymmetric GARCH forecast for a broad-based equity index like the S&amp;P 500 or the NASDAQ-100?</p>\n\n<p>There is nothing particularly special about these two indices, but I think it is helpful to give something concrete to focus the discussion, as I am sure the effect would be different depending on the equities used.</p>\n", "57", "2012-07-26 19:47:59.0", "How Large a Difference Can Be Expected Between Standard GARCH and Asymmetric GARCH Volatility Forecasts?", "<time-series><garch><volatility-forecasting><finance>", "2", "0", "2", "154", "2010-07-20 06:14:40.0", "None", "None", "None", "None", "None" ], [ "96", "2", "None", "2010-07-19 20:22:44.0", "4", "None", "<p>Another great resource is <a href=\"http://learnr.wordpress.com/\" rel=\"nofollow\">the LearnR blog</a>, which went through an extensive study of visualizations with lattice and ggplot2.</p>\n", "5", "2010-07-19 20:22:44.0", "None", "None", "None", "0", "None", "None", "None", "2010-10-19 11:13:59.0", "75", "None", "None", "None" ], [ "97", "1", "104", "2010-07-19 20:23:22.0", "35", "14608", "<p>I have some <a href=\"http://en.wikipedia.org/wiki/Ordinal_scale#Ordinal_scale\">ordinal data</a> gained from survey questions. In my case they are <a href=\"http://en.wikipedia.org/wiki/Likert_scale\">Likert style</a> responses (Strongly Disagree-Disagree-Neutral-Agree-Strongly Agree). In my data they are coded as 1-5.</p>\n\n<p>I don't think means would mean much here, so what basic summary statistics are considered usefull?</p>\n", "114", "2014-07-31 01:06:31.0", "What are good basic statistics to use for ordinal data?", "<summary-statistics><likert><ordinal>", "8", "1", "14", "88", "2011-03-31 07:30:20.0", "None", "None", "None", "None", "None" ], [ "98", "2", "None", "2010-07-19 20:23:57.0", "10", "None", "<p>Eliciting priors is a tricky business. </p>\n\n<p><a href=\"http://www.stat.cmu.edu/tr/tr808/tr808.pdf\">Statistical Methods for Eliciting Probability Distributions</a> and <a href=\"http://www.jeremy-oakley.staff.shef.ac.uk/Oakley_elicitation.pdf\">Eliciting Probability Distributions</a> are quite good practical guides for prior elicitation. The process in both papers is outlined as follows:</p>\n\n<ol>\n<li>background and preparation;</li>\n<li>identifying and recruiting the expert(s);</li>\n<li>motivation and training the expert(s);</li>\n<li>structuring and decomposition (typically deciding precisely what variables should\nbe elicited, and how to elicit joint distributions in the multivariate case);</li>\n<li>the elicitation itself.</li>\n</ol>\n\n<p>Of course, they also review how the elicitation results in information that may be fit to or otherwise define distributions (for instance, in the Bayesian context, <a href=\"http://en.wikipedia.org/wiki/Beta_distribution\">Beta distributions</a>), but quite importantly, they also address common pitfalls in modeling expert knowledge (anchoring, narrow and small-tailed distributions, etc.).</p>\n", "39", "2010-07-19 20:56:56.0", "None", "None", "None", "0", "None", "39", "2010-07-19 20:56:56.0", "None", "1", "None", "None", "None" ], [ "99", "2", "None", "2010-07-19 20:25:08.0", "7", "None", "<p><a href=\"http://cran.r-project.org/web/packages/multicore/index.html\" rel=\"nofollow\">multicore</a> is quite nice for tool for making faster scripts faster.<br>\n<a href=\"http://cran.r-project.org/web/packages/cacheSweave/index.html\" rel=\"nofollow\">cacheSweave</a> saves a lot of time when using <code>Sweave</code>.</p>\n", "88", "2010-07-19 20:25:08.0", "None", "None", "None", "1", "None", "None", "None", "2010-07-19 20:25:08.0", "73", "None", "None", "None" ], [ "100", "1", "110", "2010-07-19 20:30:23.0", "4", "3918", "<p>I'd like to see the answer with qualitative view on the problem, not just definition. Examples and analogous from other areas of applied math also would be good.</p>\n\n<p>I understand, my question is silly, but I can't find good and intuitive introduction textbook on signal processing — if someone would suggest one, I will be happy.</p>\n\n<p>Thanks.</p>\n", "117", "2011-06-07 12:25:23.0", "What's the purpose of window function in spectral analysis?", "<signal-processing>", "2", "0", "1", "None", "None", "None", "None", "None", "None", "None" ], [ "101", "2", "None", "2010-07-19 20:32:08.0", "40", "None", "<p>Understanding p-value</p>\n\n<p>Suppose, that you want to test the hypothesis that the average height of male students at your University is 5 ft 7 inches. You collect heights of 100 students selected at random and compute the sample mean (say it turns out to be 5 ft 9 inches). Using an appropriate formula/statistical routine you compute the p-value for your hypothesis and say it turns out to be 0.06. </p>\n\n<p>In order to interpret p=0.06 appropriately, we should keep several things in mind:</p>\n\n<ol>\n<li><p>The first step under classical hypothesis testing is the assumption that the hypothesis under consideration is true. (In our context, we assume that the <strong>true</strong> average height is 5 ft 7 inches.</p></li>\n<li><p>Imagine doing the following calculation: Compute the probability that the sample mean is greater than 5 ft 9 inches assuming that our hypothesis is in fact correct (see point 1). </p></li>\n</ol>\n\n<p>In other words, we want to know P(Sample mean >= 5 ft 9 inches | Given true value = 5 ft 7 inches). </p>\n\n<p>The calculation in step 2 is what is called the p-value. Therefore, a p-value of 0.06 would mean that if we were to repeat our experiment many, many times (each time we select 100 students at random and compute the sample mean) then 6 times out of 100 we can expect to see a sample mean greater than 5 ft 9 inches.</p>\n\n<p>Given the above understanding, should we still retain our assumption that our hypothesis is true (see step 1). Well, a p=0.06 indicates that one of two things have happened: </p>\n\n<p>(A) Either our hypothesis is correct and an extremely unlikely event has occurred (e.g., all 100 students are student athletes)</p>\n\n<p>or</p>\n\n<p>(B) Our assumption is incorrect and the sample we have obtained is not that unusual. </p>\n\n<p>The traditional way to choose between (A) and (B) is to choose an arbitrary cut-off for p. We choose (A) if p > 0.05 and (B) if p &lt; 0.05.</p>\n\n<p>PS: Need to run now. Will add about the t-test when I find some more time.</p>\n", "None", "2010-07-19 20:32:08.0", "None", "None", "None", "6", "None", "None", "None", "None", "31", "None", "user28", "None" ], [ "102", "2", "None", "2010-07-19 20:32:14.0", "1", "None", "<p>For me <a href=\"http://nvac.pnl.gov/agenda.stm\">Illuminating the Path</a> report has been always good point of reference.<br>\nFor more recent overview you can also have a look at good <a href=\"http://queue.acm.org/detail.cfm?id=1805128\">article</a> by Heer and colleagues.</p>\n\n<p>But what would explain better than visualization itself?</p>\n\n<p><img src=\"http://i.stack.imgur.com/uFvje.jpg\" alt=\"alt text\"></p>\n\n<p>(<a href=\"http://blog.ffctn.com/what-is-data-visualization\">Source</a>)</p>\n", "22", "2010-11-23 20:42:01.0", "None", "None", "None", "0", "None", "22", "2010-11-23 20:42:01.0", "None", "44", "None", "None", "None" ], [ "103", "1", "None", "2010-07-19 20:33:26.0", "28", "1990", "<p>What is the best blog on data visualization?</p>\n\n<p>I'm making this question a community wiki since it is highly subjective. Please limit each answer to one link.</p>\n", "5", "2012-10-24 15:02:27.0", "What is your favorite data visualization blog?", "<data-visualization><blog>", "16", "6", "37", "88", "2012-01-22 20:18:39.0", "2010-07-19 20:33:26.0", "None", "None", "None", "None" ], [ "104", "2", "None", "2010-07-19 20:34:46.0", "16", "None", "<p>A frequency table is a good place to start. You can do the count, and relative frequency for each level. Also, the total count, and number of missing values may be of use. </p>\n\n<p>You can also use a contingency table to compare two variables at once. Can display using a mosaic plot too.</p>\n", "74", "2010-07-19 20:34:46.0", "None", "None", "None", "0", "None", "None", "None", "None", "97", "None", "None", "None" ], [ "105", "2", "None", "2010-07-19 20:35:34.0", "19", "None", "<p><a href=\"http://flowingdata.com/\" rel=\"nofollow\">FlowingData</a> | Data Visualization, Infographics, and Statistics</p>\n", "46", "2012-10-24 14:50:25.0", "None", "None", "None", "1", "None", "615", "2012-10-24 14:50:25.0", "2010-07-19 20:35:34.0", "103", "None", "None", "None" ], [ "107", "2", "None", "2010-07-19 20:36:01.0", "11", "None", "<p><a href=\"http://infosthetics.com/\" rel=\"nofollow\">information aesthetics</a> - Data Visualization &amp; Information Design</p>\n", "46", "2012-10-24 14:52:13.0", "None", "None", "None", "0", "None", "615", "2012-10-24 14:52:13.0", "2010-07-19 20:36:01.0", "103", "None", "None", "None" ] ]
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[ [ "Id", "Reputation", "CreationDate", "DisplayName", "LastAccessDate", "WebsiteUrl", "Location", "AboutMe", "Views", "UpVotes", "DownVotes", "AccountId", "Age", "ProfileImageUrl" ], [ "-1", "1", "2010-07-19 06:55:26.0", "Community", "2010-07-19 06:55:26.0", "http://meta.stackexchange.com/", "on the server farm", "<p>Hi, I'm not really a person.</p>\n\n<p>I'm a background process that helps keep this site clean!</p>\n\n<p>I do things like</p>\n\n<ul>\n<li>Randomly poke old unanswered questions every hour so they get some attention</li>\n<li>Own community questions and answers so nobody gets unnecessary reputation from them</li>\n<li>Own downvotes on spam/evil posts that get permanently deleted</li>\n<li>Own suggested edits from anonymous users</li>\n<li><a href=\"http://meta.stackexchange.com/a/92006\">Remove abandoned questions</a></li>\n</ul>\n", "0", "5007", "1920", "-1", "None", "None" ], [ "2", "101", "2010-07-19 14:01:36.0", "Geoff Dalgas", "2013-11-12 22:07:23.0", "http://stackoverflow.com", "Corvallis, OR", "<p>Developer on the StackOverflow team. Find me on</p>\n\n<p><a href=\"http://www.twitter.com/SuperDalgas\" rel=\"nofollow\">Twitter</a>\n<br><br>\n<a href=\"http://blog.stackoverflow.com/2009/05/welcome-stack-overflow-valued-associate-00003/\">Stack Overflow Valued Associate #00003</a></p>\n", "25", "3", "0", "2", "37", "None" ], [ "3", "101", "2010-07-19 15:34:50.0", "Jarrod Dixon", "2014-08-08 06:42:58.0", "http://stackoverflow.com", "New York, NY", "<p><a href=\"http://blog.stackoverflow.com/2009/01/welcome-stack-overflow-valued-associate-00002/\">Developer on the Stack Overflow team</a>.</p>\n\n<p>Was dubbed <strong>SALTY SAILOR</strong> by Jeff Atwood, as filth and flarn would oft-times fly when dealing with a particularly nasty bug!</p>\n\n<ul>\n<li>Twitter me: <a href=\"http://twitter.com/jarrod_dixon\" rel=\"nofollow\">jarrod_dixon</a></li>\n<li>Email me: [email protected]</li>\n</ul>\n", "22", "19", "0", "3", "35", "None" ], [ "4", "101", "2010-07-19 19:03:27.0", "Emmett", "2014-01-02 09:31:02.0", "http://minesweeperonline.com", "San Francisco, CA", "<p>currently at a startup in SF</p>\n\n<p>formerly a dev at Stack Exchange :)</p>\n", "11", "0", "0", "1998", "28", "http://i.stack.imgur.com/d1oHX.jpg" ], [ "5", "6792", "2010-07-19 19:03:57.0", "Shane", "2014-08-13 00:23:47.0", "http://www.statalgo.com", "New York, NY", "<p>Quantitative researcher focusing on statistics and machine learning methods in finance. Primarily use R, C++, Python, various databases (including OneTick and KDB), and LaTeX on a daily basis. </p>\n\n<ul>\n<li>Twitter: @statalgo</li>\n<li>Blog: <a href=\"http://www.statalgo.com\" rel=\"nofollow\">http://www.statalgo.com</a> (largely inactive)</li>\n<li>Former moderator on data analysis stack exchange site: <a href=\"http://stats.stackexchange.com/\">http://stats.stackexchange.com/</a></li>\n<li>Proposer of Quantitative Finance stack exchange site: <a href=\"http://area51.stackexchange.com/proposals/117/quantitative-finance?referrer=EZoOPpokWeo1\">http://area51.stackexchange.com/proposals/117/quantitative-finance?referrer=EZoOPpokWeo1</a></li>\n</ul>\n", "1145", "662", "5", "54503", "35", "None" ], [ "6", "457", "2010-07-19 19:04:07.0", "Harlan", "2014-08-07 19:49:44.0", "http://www.harlan.harris.name", "District of Columbia", "<ul>\n<li>PhD in CS/AI/Machine Learning/Cognitive Modeling from UIUC</li>\n<li>Post-doctoral work in Computational Cognitive Science at Columbia, UConn, NYU</li>\n<li>Statistical Data Scientist in private industry</li>\n</ul>\n\n<p>Twitter: @harlanh</p>\n", "114", "47", "0", "46050", "41", "None" ], [ "7", "429", "2010-07-19 19:04:37.0", "Vince", "2014-09-10 21:14:12.0", "http://bioinformatics.ucdavis.edu", "Davis, CA", "I'm a recent graduate of UC Davis in Economics, Political Science, and Statistics. I currently work at the Bioinformatics Core at UC Davis building web and database applications, and doing statistical programming in R.\\\\\\\\n\\\\\\\\nFavorites: \\\\\\\\nEmacs, Git, C, Python, R, and any nifty open source *nix tool.", "56", "20", "0", "49514", "28", "None" ], [ "8", "6764", "2010-07-19 19:04:52.0", "csgillespie", "2014-09-09 21:15:08.0", "http://www.mas.ncl.ac.uk/~ncsg3/", "Newcastle, United Kingdom", "<p>I'm a statistics lecturer at Newcastle University, UK (<a href=\"http://www.mas.ncl.ac.uk/~ncsg3/\" rel=\"nofollow\">Uni homepage</a>). My research interests are parallel computing, Bayesian statistics and stochastic kinetic models. </p>\n\n<p>I also </p>\n\n<ul>\n<li>run some <a href=\"http://www.ncl.ac.uk/maths/rcourse/\" rel=\"nofollow\">R courses</a> at Newcastle University</li>\n<li>occasionally write the <a href=\"http://csgillespie.wordpress.com/\" rel=\"nofollow\">odd blog post</a></li>\n<li>run on site R training</li>\n</ul>\n", "1089", "604", "25", "70002", "36", "None" ], [ "10", "121", "2010-07-19 19:05:40.0", "Pierre", "2014-07-28 18:15:02.0", "http://plindenbaum.blogspot.com", "France", "Bioinformatician\\\\\\\\nVirology\\\\\\\\nGenetics\\\\\\\\nBiology\\\\\\\\nScience\\\\\\\\nScience2.0\\\\\\\\nWeb2.0\\\\\\\\nBioinformatics\\\\\\\\nGenotyping\\\\\\\\nWikipedia", "20", "2", "0", "23234", "44", "None" ], [ "11", "136", "2010-07-19 19:06:02.0", "wahalulu", "2014-07-23 21:28:18.0", "http://www.linkedin.com/in/marckvaisman", "Washington, DC", "<p>data_stuff &lt;- paste('data', c('scientist', 'munger', 'learner', 'geek')</p>\n\n<p>r_stuff &lt;- paste('R', c('enthusiast', 'community builder')</p>\n", "10", "10", "0", "47893", "40", "None" ], [ "12", "101", "2010-07-19 19:06:34.0", "Jin", "2014-09-09 20:26:03.0", "http://www.8164.org", "Raleigh, NC", "<p>I design stuff for Stack Exchange. Also a professional bacon eater.</p>\n\n<p>blog: <a href=\"http://www.8164.org\" rel=\"nofollow\">8164.org</a></p>\n\n<p>twitter: <a href=\"http://twitter.com/jzy\" rel=\"nofollow\">@jzy</a></p>\n", "10", "5", "0", "21721", "38", "None" ], [ "13", "817", "2010-07-19 19:06:49.0", "Sharpie", "2014-08-14 17:28:14.0", "http://www.sharpsteen.net", "United States", "Undergraduate studying Environmental Engineering and Applied Mathematics.", "178", "44", "1", "46029", "28", "None" ], [ "15", "11", "2010-07-19 19:07:32.0", "hannes.koller", "2010-08-24 14:23:18.0", "http://soma.denkt.org", "Vienna, Austria", "None", "8", "0", "0", "189902", "35", "None" ], [ "16", "101", "2010-07-19 19:08:13.0", "slashnick", "2010-08-19 20:40:59.0", "None", "London, United Kingdom", "None", "4", "7", "0", "10996", "31", "None" ], [ "17", "345", "2010-07-19 19:08:28.0", "Random", "2010-09-10 07:34:36.0", "None", "None", "None", "14", "13", "1", "509454", "None", "None" ], [ "18", "128", "2010-07-19 19:08:29.0", "grokus", "2012-08-09 15:02:00.0", "http://wikipedia.org", "United States", "<p>Software engineer.</p>\n", "8", "16", "0", "69872", "44", "None" ], [ "19", "101", "2010-07-19 19:08:45.0", "Noah Snyder", "2012-06-17 15:53:43.0", "http://sbseminar.wordpress.com", "New York, NY", "<p>I'm an assistant professor in mathematics at Indiana and an early adopter of Math Overflow. I was the first user at mathematics.SE.</p>\n", "13", "2", "0", "501919", "34", "None" ], [ "21", "101", "2010-07-19 19:08:56.0", "Waleed Al-Balooshi", "2011-09-26 02:28:45.0", "None", "Michigan", "None", "6", "0", "0", "40640", "33", "None" ], [ "22", "591", "2010-07-19 19:09:00.0", "radek", "2014-09-11 15:21:01.0", "None", "Berne, Switzerland", "<p>Researcher in spatial epidemiology &amp; GIS.</p>\n\n<p>Currently @ the <a href=\"http://www.ispm.ch/panczak/\" rel=\"nofollow\">Institute of Social and Preventive Medicine</a> (University of Bern). Formerly @ the Centre for Evolutionary Medicine (University of Zürich).</p>\n\n<p>Twitter: <a href=\"https://twitter.com/#!/RPanczak\" rel=\"nofollow\">@RPanczak</a></p>\n\n<p>Publications: <a href=\"http://scholar.google.com/citations?user=8j-L0asAAAAJ&amp;hl=en\" rel=\"nofollow\">Google Scholar</a></p>\n", "90", "693", "6", "124416", "None", "None" ], [ "23", "308", "2010-07-19 19:09:16.0", "Jay Stevens", "2014-08-11 19:51:32.0", "http://www.centerlinescores.com", "None", "<p>I design and build Grant and Program management web apps for SAIC by day and I design and build the best place to find US dressage scores online for horse shows by night. The first computers I programmed on were an IBM 8088 and an Apple 2. I graduated in 1986 to a Mac-Plus... </p>\n\n<blockquote>\n <p><em>(What's the most powerful computer in the world? The one people use.)</em></p>\n</blockquote>\n\n<p>... then I upgraded to dual floppy drives (Chuck Yeager Flight Simulator required it), then upgraded to a 40 MB HD (all my MIDI programming demanded it). I was then seduced by the PC-dark side </p>\n\n<blockquote>\n <p><em>(What's the most powerful computer in the world? The one that has software to run on it.)</em></p>\n</blockquote>\n\n<p>In 1990, I discovered SAS, SPSS and Statistics. So while I'm a .NET geekarchitect today, I'm also a kick-butt SAS-Ninja-Shadow-Warrior as well.</p>\n", "52", "34", "1", "21565", "46", "None" ], [ "24", "344", "2010-07-19 19:09:32.0", "A Lion", "2011-12-06 04:21:56.0", "None", "None", "None", "48", "36", "1", "85249", "None", "None" ], [ "25", "4968", "2010-07-19 19:09:32.0", "Harvey Motulsky", "2014-09-13 21:51:42.0", "http://www.graphpad.com", "Santa Monica CA", "<p>I am the founder and CEO of <a href=\"http://www.graphpad.com\" rel=\"nofollow\">GraphPad Software</a> and the author of <a href=\"http://intuitivebiostatistics.com\" rel=\"nofollow\">Intuitive Biostatistics</a>.</p>\n", "641", "328", "23", "504968", "62", "None" ], [ "26", "3150", "2010-07-19 19:09:39.0", "JMS", "2014-09-13 04:03:25.0", "None", "None", "None", "257", "138", "7", "134002", "None", "None" ], [ "27", "101", "2010-07-19 19:09:41.0", "balpha", "2014-04-14 14:57:17.0", "http://balpha.de/", "Berlin, Germany", "<p>My name is Benjamin Dumke-von der Ehe. I am <a href=\"http://blog.stackoverflow.com/2010/06/welcome-stack-overflow-valued-associates-00006-and-00007\">Stack Overflow Valued Associate #00007</a>, which is just a confusing way of saying that I work as a developer for Stack Exchange.</p>\n\n<p>I am <a href=\"http://twitter.com/balpha\" rel=\"nofollow\">@balpha</a> on Twitter. My <a href=\"http://balpha.de/about/\" rel=\"nofollow\">blog's \"about\" page</a> explains the origin of my user name.</p>\n\n<p>I am the creator of <a href=\"http://unicornify.appspot.com/\" rel=\"nofollow\"><em>Unicornify</em></a>, the service that gives you these lovable creatures:</p>\n\n<p><img src=\"http://unicornify.appspot.com/avatar/1?s=48\" alt=\"\"> <img src=\"http://unicornify.appspot.com/avatar/13?s=48\" alt=\"\"> <img src=\"http://unicornify.appspot.com/avatar/3?s=48\" alt=\"\"> <img src=\"http://unicornify.appspot.com/avatar/14?s=48\" alt=\"\"> <img src=\"http://unicornify.appspot.com/avatar/5?s=48\" alt=\"\"></p>\n\n<p>I also created <a href=\"https://bitbucket.org/balpha/lyfe\" rel=\"nofollow\"><em>Lyfe</em></a>, a small library adding <code>yield</code>-based generators to JavaScript, and <a href=\"http://notarealquestion.appspot.com/\" rel=\"nofollow\"><em>Not a Real Question</em></a>, a little game that's played with data from various Stack Exchange sites.</p>\n\n<p>I sometimes have a <a href=\"http://meta.stackexchange.com/questions/43418\">strange</a> <a href=\"http://stackoverflow.com/questions/2057400\">sense of</a> <a href=\"http://meta.stackexchange.com/questions/122781\">humor</a>,\nbut I also like to <a href=\"http://meta.stackexchange.com/a/74115\">explain</a> <a href=\"http://stackoverflow.com/a/2055144\">things</a> <a href=\"http://meta.stackexchange.com/a/75045\">I fix</a>, <a href=\"http://meta.stackexchange.com/a/128705\">break</a>, <a href=\"http://balpha.de/2012/07/an-unexcited-look-at-browser-sniffing\" rel=\"nofollow\">care about</a>, or <a href=\"http://stackoverflow.com/a/11833858\">come up with</a>.</p>\n", "10", "2", "0", "40051", "34", "None" ], [ "29", "2250", "2010-07-19 19:09:42.0", "JD Long", "2014-08-11 19:14:03.0", "http://cerebralmastication.com", "Chicago, IL", "I'm a data guy not a programmer. But sometimes I have to program my data into submission. I can be found on Twitter: @CMastication", "318", "28", "1", "17035", "42", "None" ], [ "30", "2185", "2010-07-19 19:10:15.0", "gappy", "2014-08-27 20:06:28.0", "http://www.twitter.com/gappy3000", "New York, NY", "<p>Interested primarily in econometric analysis of large data sets and in dimensionality reduction methods. Making a living with equity factor models and portfolio optimization. B.S./M.S. in Physics (University of Rome), M.S. Statistics, M.S./Ph.D. Management Science (Stanford). </p>\n", "312", "40", "3", "48399", "None", "None" ], [ "33", "221", "2010-07-19 19:11:08.0", "James Roth", "2014-09-08 21:15:20.0", "None", "None", "None", "11", "2", "0", "137440", "None", "None" ], [ "34", "185", "2010-07-19 19:11:11.0", "Christopher D. Long", "2014-09-13 00:02:35.0", "http://angrystatistician.blogspot.com", "Versailles, KY", "<p>Consulting analyst for the San Diego Padres, Houston Rockets.</p>\n\n<p>Twitter: <a href=\"https://twitter.com/octonion\" rel=\"nofollow\">https://twitter.com/octonion</a></p>\n\n<p>LinkedIn: <a href=\"http://www.linkedin.com/in/octonion\" rel=\"nofollow\">http://www.linkedin.com/in/octonion</a></p>\n", "27", "23", "0", "509455", "None", "http://i.stack.imgur.com/km1pr.jpg" ], [ "35", "101", "2010-07-19 19:11:38.0", "adi92", "2014-08-13 06:05:38.0", "http://www.contrib.andrew.cmu.edu/~amukherj/", "Pittsburgh, PA", "None", "4", "9", "0", "13043", "26", "None" ], [ "36", "1570", "2010-07-19 19:11:52.0", "Stephen Turner", "2014-08-29 15:17:07.0", "http://gettinggeneticsdone.blogspot.com/", "Nashville, TN", "<p>I'm finishing up my Ph.D. in Human Genetics at Vanderbilt University, and will be job-hunting near the end of the year. Find me on my <a href=\"http://www.stephenturner.us/\" rel=\"nofollow\">website</a>, <a href=\"http://gettinggeneticsdone.blogspot.com/\" rel=\"nofollow\">blog</a>, or <a href=\"http://twitter.com/Genetics_Blog\" rel=\"nofollow\">twitter</a>.</p>\n", "173", "26", "1", "330276", "31", "None" ], [ "37", "156", "2010-07-19 19:11:56.0", "Menno", "2011-11-17 08:12:47.0", "None", "None", "None", "2", "0", "0", "18569", "None", "None" ], [ "38", "133", "2010-07-19 19:11:57.0", "EAMann", "2012-04-03 15:47:46.0", "http://www.eamann.com", "Portland, OR", "<h3>Occupation(s)</h3>\n\n<p>Web developer, marketer, writer.</p>\n\n<p>Senior Web Engineer with <a href=\"http://10up.com\" rel=\"nofollow\">10up</a>.</p>\n\n<h3>WordPress-powered Projects</h3>\n\n<ul>\n<li><a href=\"http://eamann.com\" rel=\"nofollow\">Blog</a></li>\n<li><a href=\"http://www.jumping-duck.com\" rel=\"nofollow\">Jumping Duck Media</a> - Publishing</li>\n</ul>\n\n<h3>Social Network Thingies</h3>\n\n<ul>\n<li><a href=\"http://www.linkedin.com/in/ericallenmann\" rel=\"nofollow\">LinkedIn</a></li>\n<li><a href=\"http://www.facebook.com/eric.a.mann\" rel=\"nofollow\">Facebook</a></li>\n<li><a href=\"http://twitter.com/ericmann\" rel=\"nofollow\">Twitter</a></li>\n</ul>\n", "15", "1", "0", "128412", "31", "None" ], [ "39", "1651", "2010-07-19 19:11:59.0", "John L. Taylor", "2014-08-07 17:21:22.0", "http://www.johnnylogic.org/", "Portland, OR", "<p>I am a Senior Data Scientist at <a href=\"http://www.iovation.com/\" rel=\"nofollow\">iovation</a>. My professional interests lie in the application of open source analysis stacks to problems in various domains.</p>\n\n<p>Once upon a time I was a graduate student in Logic and Computation at Carnegie Mellon University, specializing in philosophy of science and formal epistemology (esp. computational epistemology). My undergraduate degrees are in philosophy and psychology (with a minor in computer information systems) from Humboldt State University.</p>\n\n<p>My interests are legion– they include statistics, complex systems theory, social psychology, visualization, machine learning, perception, cognitive psychology, political theory, the history of computing, and cognitive neuroscience.</p>\n", "255", "12", "0", "336934", "35", "None" ], [ "40", "41", "2010-07-19 19:12:00.0", "Amy Glen", "2012-01-15 12:15:16.0", "http://amyglen.wordpress.com", "Perth, Australia", "<p>I am a Lecturer (aka Assistant Professor) in Mathematics at Murdoch University, Australia. My research interests lie within combinatorics, discrete mathematics, and number theory. I am especially interested in combinatorics on words.</p>\n", "8", "2", "0", "509456", "33", "None" ], [ "41", "611", "2010-07-19 19:12:01.0", "Reed Copsey", "2012-11-16 17:32:26.0", "http://www.reedcopsey.com", "Bellingham, WA", "<p>CTO - C Tech Development Corp.</p>\n\n<p>Microsoft MVP - Visual C#, Since 2010</p>\n\n<p>I've been programming professionally for about 14 years, most recently with a focus on C++ and C#.</p>\n", "83", "12", "0", "25430", "38", "None" ], [ "43", "101", "2010-07-19 19:12:20.0", "Nick Canzoneri", "2014-06-24 19:24:53.0", "http://nickcanzoneri.com", "Philadelphia, PA", "None", "1", "1", "1", "106191", "None", "None" ], [ "46", "111", "2010-07-19 19:13:09.0", "hadley", "2013-08-27 21:25:32.0", "http://had.co.nz", "Houston, TX", "I'm an assistant professor of Statistics at Rice University.", "350", "59", "15", "9084", "35", "None" ], [ "47", "1", "2010-07-19 19:13:09.0", "mornington", "2013-09-07 07:48:05.0", "None", "None", "None", "19", "0", "0", "509457", "None", "None" ], [ "50", "101", "2010-07-19 19:14:49.0", "Alex Ott", "2014-09-04 12:06:54.0", "http://alexott.net/en/", "Germany", "<p>Software architect &amp; developer with about 20 years of experience. Primary interests - Functional programming (, Clojure, Erlang, Haskell), Emacs, Information Security, Machine Learning, Natural Language Processing, Big Data, etc.</p>\n\n<p>Also program in Scheme, Common Lisp, OCaml, C, C++, Java, and many other languages...</p>\n\n<p>I have 2 technological blogs: <a href=\"http://alexott.blogspot.com\" rel=\"nofollow\">English</a> and <a href=\"http://alexott-ru.blogspot.com\" rel=\"nofollow\">Russian</a>, and also 2 twitter accounts: <a href=\"http://twitter.com/alexott_en\" rel=\"nofollow\">@alexott_en</a> (English) and <a href=\"http://twitter.com/alexott\" rel=\"nofollow\">@alexott</a> (Russian)</p>\n", "3", "3", "0", "9963", "40", "None" ], [ "51", "101", "2010-07-19 19:14:51.0", "Sami", "2011-12-02 01:00:59.0", "None", "New York, NY", "None", "0", "1", "0", "68671", "40", "None" ], [ "52", "861", "2010-07-19 19:15:05.0", "Alan H.", "2013-12-31 11:17:19.0", "None", "None", "None", "62", "12", "0", "158152", "None", "None" ], [ "53", "138", "2010-07-19 19:15:17.0", "kyle", "2014-07-11 21:29:16.0", "http://1.618034.com", "Santa Monica, CA", "Just chilling. <a href=\"http://1.618034.com\" rel=\"nofollow\">http://1.618034.com</a>", "8", "7", "0", "16133", "30", "None" ], [ "54", "360", "2010-07-19 19:15:49.0", "chrisamiller", "2014-04-09 21:24:39.0", "http://www.chrisamiller.com", "St. Louis, MO", "<p>Bioinformatician working in Cancer Genomics</p>\n", "18", "21", "2", "50970", "32", "None" ], [ "55", "366", "2010-07-19 19:16:09.0", "Amos", "2012-12-30 12:05:42.0", "http://www.wolfsheadsoftware.co.uk", "Bolton, United Kingdom", "Maths Teacher, Computer Programmer, Web Designer.", "16", "48", "1", "72973", "45", "None" ], [ "56", "563", "2010-07-19 19:16:54.0", "Benjamin Bannier", "2014-04-01 09:52:15.0", "None", "Hamburg, Germany", "None", "64", "10", "0", "59120", "None", "None" ], [ "57", "126", "2010-07-19 19:18:14.0", "kaybenleroll", "2014-06-30 15:49:23.0", "http://www.kaybensoft.com", "Ireland", "<p>Software Developer in Ireland, who is fond of asking questions...</p>\n", "7", "93", "0", "223", "37", "None" ], [ "58", "123", "2010-07-19 19:19:11.0", "Preets", "2013-09-06 12:09:48.0", "http://preetiedul.wordpress.com/", "London, United Kingdom", "None", "19", "3", "0", "18287", "34", "None" ], [ "59", "402", "2010-07-19 19:19:26.0", "dassouki", "2014-07-04 16:54:27.0", "http://www.elegantdesigns.ca", "Fredericton, Canada", "GIS, Transportation, Civil Engineer in New Brunswick Canada. I'm interested in using FOSS, python, QGIS, PostGIS, GRASS, and QT to develop open source engineering applications", "82", "51", "0", "36478", "32", "None" ], [ "60", "101", "2010-07-19 19:19:32.0", "Jason Punyon", "2014-09-11 18:41:46.0", "http://jasonpunyon.com", "New York, NY", "<p><a href=\"http://blog.stackoverflow.com/2010/06/new-hires-in-new-york/\">Stack Overflow New York AWESOME Associate #-00004</a></p>\n\n<p><strike>C#, VB.NET, SQL programmer for finance industry.</strike> Boy am I glad that's over :)</p> \n", "8", "1", "1", "4188", "31", "None" ], [ "61", "1956", "2010-07-19 19:19:49.0", "Rich", "2013-03-12 14:28:37.0", "None", "United States", "None", "147", "39", "4", "75878", "None", "None" ], [ "62", "549", "2010-07-19 19:20:15.0", "Baltimark", "2014-07-18 15:01:20.0", "http://www.baltimark.com", "United States", "<p>Mathematical programmer. <P><P></p>\n\n<p>When not in front of a screen, can be found speed skating, inline skating, golfing, pushing weight, and beating around Baltimore.<P><P></p>\n\n<p><a href=\"http://googleblog.blogspot.com/2009/02/from-height-of-this-place.html\" rel=\"nofollow\">Data is the sword of the 21st century, those who wield it well, the Samurai.</a></p>\n", "90", "13", "3", "900", "42", "None" ], [ "64", "136", "2010-07-19 19:20:47.0", "Martin", "2013-04-22 12:48:27.0", "http://None", "Seattle, WA", "Todo", "11", "4", "0", "18364", "32", "None" ], [ "65", "101", "2010-07-19 19:20:50.0", "StompChicken", "2014-07-01 06:42:53.0", "http://www.stompchicken.com", "United Kingdom", "Semi-professional linguist impersonator.", "8", "4", "0", "3987", "33", "None" ], [ "66", "614", "2010-07-19 19:21:06.0", "Daniel Vassallo", "2011-12-29 23:59:36.0", "http://ie.linkedin.com/in/danielvassallo", "Seattle, WA", "<p><em>The postings on this site are my own and don't necessarily represent my employer's position.</em></p>\n\n<p>Email: [email protected]</p>\n\n<p>My profiles elsewhere:</p>\n\n<ul>\n<li><a href=\"http://ie.linkedin.com/in/danielvassallo\" rel=\"nofollow\">LinkedIn</a></li>\n<li><a href=\"https://plus.google.com/116518247788028142024\" rel=\"nofollow\">Google+</a></li>\n<li><a href=\"http://twitter.com/DVassallo\" rel=\"nofollow\">Twitter @DVassallo</a></li>\n<li><a href=\"http://news.ycombinator.com/user?id=DVassallo\" rel=\"nofollow\">Hacker News</a></li>\n<li><a href=\"http://careers.stackoverflow.com/daniel-vassallo\">CV on Stack Overflow Careers</a></li>\n</ul>\n", "102", "12", "0", "78284", "31", "None" ], [ "67", "101", "2010-07-19 19:21:41.0", "John Stauffer", "2010-07-19 19:21:41.0", "None", "Massachusetts", "None", "4", "0", "0", "3995", "46", "None" ], [ "68", "503", "2010-07-19 19:21:51.0", "Ami", "2014-09-12 20:49:41.0", "None", "None", "None", "42", "10", "0", "120481", "26", "None" ], [ "69", "530", "2010-07-19 19:22:10.0", "Mehper C. Palavuzlar", "2014-08-14 06:06:34.0", "http://twitter.com/mehper", "Istanbul, Turkiye", "<p><a href=\"http://stackexchange.com/users/d941154e3fa54592b111a6b8350d64c0\">\n<img src=\"http://stackexchange.com/users/flair/d941154e3fa54592b111a6b8350d64c0.png?theme=clean\" width=\"208\" height=\"58\" alt=\"profile for Mehper C. Palavuzlar on Stack Exchange, a network of free, community-driven Q&amp;A sites\" title=\"profile for Mehper C. Palavuzlar on Stack Exchange, a network of free, community-driven Q&amp;A sites\"> \n</a>\n<a href=\"http://mehper.tr.gg\" rel=\"nofollow\"><b>mehper.tr.gg</b></a></p>\n\n<p><b>Industrial Engineer <sup>M.Sc.</sup> </b></p>\n\n<hr/>\n\n<ul>\n<li>Author of <em><a href=\"http://rads.stackoverflow.com/amzn/click/383834555X\" rel=\"nofollow\">Distribution Planning of Magazines: A Practical Approach.</a></em></li>\n<li>Author of <em><a href=\"http://rads.stackoverflow.com/amzn/click/383836208X\" rel=\"nofollow\">Random Variate Generation If the Density Is Not Known: Basics, Methods, Implementations.</a></em></li>\n<li>Dealing with data analysis, system development and optimization.</li>\n<li>Using R, SQL, VBA languages.</li>\n<li>Tech-savvy.</li>\n<li>XBox 360 fan.</li>\n<br>\n</ul>\n", "174", "630", "6", "65351", "36", "None" ], [ "71", "1936", "2010-07-19 19:24:18.0", "Matt Parker", "2014-09-08 22:57:28.0", "https://github.com/mmparker", "Denver, CO", "None", "328", "2317", "1", "48265", "31", "None" ], [ "72", "800", "2010-07-19 19:24:26.0", "deinst", "2014-07-10 13:05:52.0", "None", "None", "None", "77", "58", "0", "168906", "None", "None" ], [ "74", "2316", "2010-07-19 19:25:03.0", "Neil McGuigan", "2014-09-04 03:15:24.0", "http://vancouverdata.blogspot.com", "Vancouver, Canada", "<p>MBA Finance<br />\nBA Econ<br />\nData Mining<br />\nC#, Javascript, VB, SQL</p>\n", "1126", "74", "65", "78549", "None", "None" ], [ "75", "321", "2010-07-19 19:25:59.0", "Oren", "2014-06-06 14:38:45.0", "http://oren.hizkiya.com", "New York, NY", "College student in NYC looking to improve my skills in PHP, Java and develop some innovative web apps.", "44", "4", "0", "28749", "26", "None" ], [ "76", "101", "2010-07-19 19:26:08.0", "svrist", "2010-09-20 08:21:46.0", "http://seet.dk", "Denmark", "Java developer, FreeBSD sysadm, perl wannabe-hacker and consultant from Copenhagen, Denmark, Europe", "3", "9", "0", "71", "32", "None" ], [ "77", "260", "2010-07-19 19:26:18.0", "Bossykena", "2012-11-08 16:38:12.0", "None", "None", "None", "8", "36", "0", "509052", "None", "None" ], [ "78", "123", "2010-07-19 19:26:51.0", "bshor", "2014-05-02 21:12:54.0", "None", "None", "None", "4", "4", "0", "56898", "None", "None" ], [ "79", "212", "2010-07-19 19:27:02.0", "adamo", "2013-12-22 09:43:51.0", "http://blog.postmaster.gr", "Athens, Greece", "<p>I am a Postmaster living in Greece.</p>\n\n<p><a href=\"http://gr.linkedin.com/in/yiorgos\" rel=\"nofollow\">http://gr.linkedin.com/in/yiorgos</a></p>\n", "10", "5", "0", "71856", "41", "None" ], [ "80", "211", "2010-07-19 19:27:08.0", "Fabian Steeg", "2011-07-20 22:43:44.0", "http://fsteeg.wordpress.com", "Cologne, Germany", "Code or model? Mu.", "16", "7", "0", "9757", "34", "None" ], [ "81", "1307", "2010-07-19 19:27:18.0", "Tony Breyal", "2014-09-13 20:52:09.0", "http://twitter.com/tonybreyal", "London, United Kingdom", "<p>Friendly neighbourhood geek.</p>\n", "80", "86", "0", "114072", "None", "None" ], [ "82", "685", "2010-07-19 19:27:35.0", "fgregg", "2014-08-29 13:34:45.0", "None", "None", "None", "49", "68", "0", "34687", "None", "None" ], [ "83", "804", "2010-07-19 19:28:27.0", "c4il", "2014-09-07 14:28:55.0", "http://c4il.jp", "Tokyo, Japan", "None", "64", "11", "0", "83531", "None", "http://i.stack.imgur.com/wSfuj.png" ], [ "84", "101", "2010-07-19 19:29:58.0", "Kevin Montrose", "2014-09-11 18:42:34.0", "http://kevinmontrose.com/", "New York City, New York", "<p><a href=\"http://blog.stackoverflow.com/2010/03/welcome-stack-overflow-valued-associate-000004/\">Stack Overflow Valued Associate #00004</a><br/>\n<br/>\nFor no good reason, <a href=\"http://twitter.com/kevinmontrose\" rel=\"nofollow\">I'm on twitter</a>. I hear its compelling... somehow.<br/>\n<br/>\nI also have a <a href=\"http://kevinmontrose.com\" rel=\"nofollow\">blog</a>.</p>\n", "3", "10", "0", "29738", "None", "None" ], [ "85", "176", "2010-07-19 19:31:36.0", "Simon Nickerson", "2014-06-07 12:25:45.0", "http://nickerson.org.uk/blog", "United Kingdom", "I am a software developer based in London, UK. My current project uses Java and SAS.\\\\\\\\n<br>\\\\\\\\nAll original source snippets I post on stackoverflow are dedicated to the public domain. Do with them as you see fit.\\\\\\\\n", "25", "3", "0", "3284", "34", "None" ], [ "87", "740", "2010-07-19 19:34:45.0", "Paul", "2014-08-23 08:44:53.0", "http://drpaulbrewer.com", "Tennessee", "<p>Dr Paul Brewer</p>\n\n<p>Owner: Economic and Financial Technology Consulting LLC\n<a href=\"http://eaftc.com\" rel=\"nofollow\">eaftc.com</a></p>\n\n<p>Open Source Projects:</p>\n\n<p><a href=\"http://www.armdisarm.com\" rel=\"nofollow\">armdisarm.com</a> Unofficial HAMP Loan Modification Calculator</p>\n\n<p><a href=\"http://github.com/DrPaulBrewer/html5csv\" rel=\"nofollow\">html5csv.js</a> Javascript/JQuery lib for manipulating tabular data</p>\n\n<p>Hobbies:</p>\n\n<p>Amateur Radio Callsign <a href=\"http://www.qrz.com/db/KI6CQ\" rel=\"nofollow\">KI6CQ</a></p>\n", "89", "58", "2", "36185", "None", "None" ], [ "88", "14082", "2010-07-19 19:35:37.0", "mbq", "2014-09-13 10:26:43.0", "https://mbq.me", "Warsaw, Poland", "<p><img src=\"http://i.stack.imgur.com/CG296.png\" alt=\"\"></p>\n", "3320", "4235", "126", "154667", "28", "http://i.stack.imgur.com/ILcTf.png" ], [ "89", "1281", "2010-07-19 19:35:55.0", "Mark Meckes", "2014-09-02 14:29:47.0", "None", "None", "None", "105", "61", "4", "509458", "None", "None" ], [ "90", "561", "2010-07-19 19:36:44.0", "Vivi", "2012-10-18 01:27:41.0", "None", "Australia", "<p>I am an economics PhD student, originally from Brazil, but currently in Australia. </p>\n\n<p><p>I am trying to learn Emacs (and enjoying the process), but it is challenging. It doesn't help that most online help assumes knowledge I don't have (\"change your variable PATH\" - what are you talking about??, \"open your ~/.emacs\" - what does ~ mean?, \"type this code\" - sure, but where?). </p>\n\n<p><p>I am getting there slowly, though, and I am happy with how much I have been learning!</p>\n\n<p><p> I am also interested in LaTeX, Matlab, and plan on learning R (soonish) and hopefully Python (not anytime soon!).</p>\n", "287", "27", "0", "140962", "33", "None" ], [ "91", "101", "2010-07-19 19:39:15.0", "ekollar", "2014-09-11 14:13:13.0", "None", "San Diego, CA", "None", "8", "0", "0", "156379", "None", "None" ], [ "92", "31", "2010-07-19 19:42:29.0", "DaRob", "2011-12-06 23:10:57.0", "None", "Acton Vale, Canada", "None", "5", "3", "0", "509459", "36", "None" ], [ "93", "96", "2010-07-19 19:42:47.0", "statuser", "2013-05-22 15:25:17.0", "None", "None", "None", "3", "2", "0", "61519", "35", "None" ], [ "94", "111", "2010-07-19 19:42:55.0", "Aleksandar Ivanisevic", "2014-09-11 12:09:13.0", "http://ivanisevic.de", "Germany", "unix sysadmin and general geek", "15", "6", "0", "23035", "43", "None" ], [ "96", "441", "2010-07-19 19:43:25.0", "Cyrus S", "2013-02-25 23:17:00.0", "http://cyrussamii.com", "None", "<p>NYU faculty. Social science statistics.</p>\n", "80", "18", "0", "109495", "None", "None" ], [ "98", "291", "2010-07-19 19:45:00.0", "Michael Lugo", "2014-08-06 14:41:48.0", "None", "None", "None", "24", "141", "1", "509460", "None", "None" ], [ "99", "151", "2010-07-19 19:45:41.0", "Digital Gal", "2014-08-01 16:46:20.0", "None", "United States", "None", "42", "3", "0", "509461", "None", "None" ], [ "101", "502", "2010-07-19 19:48:20.0", "jebyrnes", "2014-09-11 14:02:58.0", "None", "None", "None", "49", "109", "0", "64496", "None", "https://www.gravatar.com/avatar/?s=128&d=identicon&r=PG&f=1" ], [ "102", "101", "2010-07-19 19:48:21.0", "Paperjam", "2014-01-25 00:50:52.0", "None", "California", "None", "5", "4", "0", "40898", "30", "None" ], [ "103", "261", "2010-07-19 19:52:18.0", "rcs", "2014-09-13 15:51:54.0", "http://stackoverflow.com/users/172261/rcs", "Vienna, Austria", "<p>Applied Mathematician<br/>\nAustrian Institute of Technology</p>\n\n<p>Interests:<br/></p>\n\n<ul>\n<li>Math, [Computational] Statistics, Machine Learning, HPC</li>\n<li>Data Visualization (ggplot2, D3.js, ...), GIS (grass, qgis, osm, ...)</li>\n<li>R, Python, C[++], js, LaTeX, Vim, zsh, mercurial, ...</li>\n</ul>\n\n<hr/>\n\n<p><a href=\"http://stackexchange.com/users/57496\">\n<img src=\"http://stackexchange.com/users/flair/57496.png\" width=\"208\" height=\"58\" alt=\"profile for rcs on Stack Exchange, a network of free, community-driven Q&amp;A sites\" title=\"profile for rcs on Stack Exchange, a network of free, community-driven Q&amp;A sites\">\n</a></p>\n", "34", "41", "1", "57496", "None", "None" ], [ "104", "146", "2010-07-19 19:52:32.0", "Farrel", "2014-07-31 14:56:51.0", "None", "Pittsburgh, PA", "Not a programmer but not afraid to use simple programming / macroing such as manipulate and analyze data in R or write 3-10 line autohotkey commands.", "26", "23", "0", "56132", "49", "None" ], [ "105", "101", "2010-07-19 19:53:19.0", "hokiecsgrad", "2010-07-26 12:42:06.0", "None", "None", "None", "0", "0", "0", "159262", "None", "None" ], [ "107", "160", "2010-07-19 19:56:31.0", "Egon Willighagen", "2013-02-06 08:16:21.0", "http://egonw.github.com", "None", "None", "14", "20", "3", "76038", "None", "None" ], [ "108", "305", "2010-07-19 20:02:18.0", "Amanda", "2012-01-01 18:44:40.0", "http://mt.linkedin.com/in/attardamanda", "Ireland", "<p>aattard82 |at| gmail.com</p>\n", "171", "4", "0", "505127", "32", "None" ], [ "110", "443", "2010-07-19 20:09:18.0", "Thomas Owens", "2014-03-30 12:43:17.0", "http://thomasjowens.com/", "Nashua, NH", "<p>I graduated with a <a href=\"http://www.se.rit.edu/\" rel=\"nofollow\">Bachelor of Science in Software Engineering</a> from the <a href=\"http://www.rit.edu\" rel=\"nofollow\">Rochester Institute of Technology</a> in May 2011. I currently work for <a href=\"http://utcaerospacesystems.com/\" rel=\"nofollow\">UTC Aerospace Systems</a> in Massachusetts. My full CV is available on <a href=\"http://careers.stackoverflow.com/thomasjowens\">StackOverflow Careers</a> and <a href=\"http://www.linkedin.com/in/thomasjowens\" rel=\"nofollow\">LinkedIn</a>.</p>\n\n<p>My professional interests include software project management, software engineering process, software measurements and metrics, leadership, and professionalism in software engineering. I'm also a casual student of psychology and sociology, especially as they apply to a business context. Personally, I have taken up photography as a hobby. I'm also a casual gamer.</p>\n", "59", "9", "1", "445", "26", "http://i.stack.imgur.com/Cc7mM.jpg" ], [ "111", "101", "2010-07-19 20:10:59.0", "Curt Hagenlocher", "2011-07-03 23:31:32.0", "http://blogs.msdn.com/curth/", "United States", "I'm a programmer at Microsoft working on developer tools.", "2", "1", "0", "417", "45", "None" ], [ "112", "101", "2010-07-19 20:11:16.0", "Ethan Post", "2010-07-20 04:52:19.0", "None", "Texas", "Senior Oracle guy, Software Development, Korn Shell, Configuration Management, Python/Google App Engine newbie, MS Access guru back in the day.", "0", "0", "0", "3177", "44", "None" ], [ "113", "101", "2010-07-19 20:11:48.0", "nkassis", "2010-08-03 18:36:15.0", "http://www.kassis.ca", "Montreal, Canada", "<p>I work in the medical imaging field as a software developer in montreal Canada. I work with ruby on rails, javascript, c on a daily basis. I was also a system administrator for multiple years working with Linux/Windows /Mac mixed environments and managing core network infrastructure from routers to switches. </p>\n\n<p>I have a degree in Mathematics from Florida State University (GO NOLES!)</p>\n", "0", "0", "0", "27335", "28", "None" ], [ "114", "708", "2010-07-19 20:14:34.0", "PaulHurleyuk", "2014-08-18 11:05:27.0", "http://www.paulhurley.co.uk", "NE UK", "<p>Whew, About me ? In this itty bitty box ? That's a tough one !</p>\n\n<p>Let's see, Full time Husband and Dad to an Awesome and fabulous wife and two cool young daughters. Part time computer geek. On the geek side I'm currently obsessing about R, Sweave, Latex, Kubuntu, MythTV, Photography, Gimp, DigiKam among other things....</p>\n", "61", "44", "1", "28088", "37", "None" ], [ "115", "101", "2010-07-19 20:16:23.0", "mindcrime", "2014-07-17 15:55:40.0", "http://www.fogbeam.com", "Chapel Hill, NC", "None", "8", "0", "0", "48222", "41", "None" ], [ "116", "101", "2010-07-19 20:16:27.0", "Wilka", "2014-02-28 14:17:13.0", "http://plus.wilka.co.uk", "Newcastle, United Kingdom", "<p><a href=\"https://plus.google.com/106325448961873691187/post\">google</a></p>", "2", "9", "0", "1031", "35", "None" ], [ "117", "123", "2010-07-19 20:17:05.0", "Andrey Popp", "2011-09-26 18:25:37.0", "http://braintrace.ru", "St. Petersburg, Russia", "<p>Optimist</p>\n", "4", "1", "0", "61375", "27", "None" ], [ "118", "473", "2010-07-19 20:17:12.0", "Dave Kincaid", "2014-07-27 21:20:12.0", "None", "Eau Claire, WI", "None", "60", "46", "0", "168972", "None", "None" ], [ "119", "139", "2010-07-19 20:20:15.0", "Vicente Cartas", "2010-07-22 20:02:48.0", "http://kartones.net/blogs/jadengine", "Madrid, Spain", "Freelance .NET Developer\\\\\\\\n<br>\\\\\\\\n<br>\\\\\\\\n<ul>\\\\\\\\n<li>\\\\\\\\nCurrently working at C Tech Development Corporation\\\\\\\\n</li>\\\\\\\\n<li>\\\\\\\\nUniversity teacher at ESNE for OOP (C#) and Graphics Programming (XNA)\\\\\\\\n</li>\\\\\\\\n</ul>\\\\\\\\nMicrosoft MVP XNA/DirectX (2008+)", "12", "0", "0", "66227", "33", "None" ], [ "120", "101", "2010-07-19 20:21:35.0", "Nicojo", "2011-06-24 01:29:28.0", "None", "None", "None", "3", "1", "0", "103997", "None", "None" ] ]
users
codebase_community
{ "column_descriptions": [ "the user id", "the user's reputation", "the creation date of the user account", "the user's display name", "the last access date of the user account", "the website url of the user account", "user's location", "the self introduction of the user", "the number of views", "the number of upvotes", "the number of downvotes", "the unique id of the account", "user's age", "the profile image url" ], "column_names_cleaned": [ "Id", "Reputation", "Creation Date", "Display Name", "Last Access Date", "Website Url", "Location", "About Me", "Views", "UpVotes", "DownVotes", "Account Id", "Age", "Profile Image Url" ], "column_types": [ "integer", "integer", "datetime", "text", "datetime", "text", "text", "text", "integer", "integer", "integer", "integer", "integer", "text" ], "foreign_keys": [], "primary_key": [ "Id" ] }
[ [ "Id", "PostId", "VoteTypeId", "CreationDate", "UserId", "BountyAmount" ], [ "1", "3", "2", "2010-07-19", "None", "None" ], [ "2", "2", "2", "2010-07-19", "None", "None" ], [ "3", "5", "2", "2010-07-19", "None", "None" ], [ "4", "5", "2", "2010-07-19", "None", "None" ], [ "5", "3", "2", "2010-07-19", "None", "None" ], [ "6", "4", "2", "2010-07-19", "None", "None" ], [ "7", "2", "2", "2010-07-19", "None", "None" ], [ "10", "3", "2", "2010-07-19", "None", "None" ], [ "11", "5", "2", "2010-07-19", "None", "None" ], [ "12", "6", "2", "2010-07-19", "None", "None" ], [ "13", "6", "5", "2010-07-19", "58", "None" ], [ "14", "10", "2", "2010-07-19", "None", "None" ], [ "15", "5", "2", "2010-07-19", "None", "None" ], [ "16", "2", "2", "2010-07-19", "None", "None" ], [ "17", "6", "2", "2010-07-19", "None", "None" ], [ "19", "6", "5", "2010-07-19", "6", "None" ], [ "20", "1", "2", "2010-07-19", "None", "None" ], [ "21", "3", "2", "2010-07-19", "None", "None" ], [ "22", "5", "2", "2010-07-19", "None", "None" ], [ "23", "9", "2", "2010-07-19", "None", "None" ], [ "24", "14", "2", "2010-07-19", "None", "None" ], [ "25", "16", "2", "2010-07-19", "None", "None" ], [ "26", "13", "2", "2010-07-19", "None", "None" ], [ "27", "6", "2", "2010-07-19", "None", "None" ], [ "28", "17", "2", "2010-07-19", "None", "None" ], [ "29", "14", "3", "2010-07-19", "None", "None" ], [ "30", "21", "2", "2010-07-19", "None", "None" ], [ "31", "1", "2", "2010-07-19", "None", "None" ], [ "32", "22", "2", "2010-07-19", "None", "None" ], [ "33", "2", "2", "2010-07-19", "None", "None" ], [ "34", "5", "2", "2010-07-19", "None", "None" ], [ "35", "20", "2", "2010-07-19", "None", "None" ], [ "36", "16", "2", "2010-07-19", "None", "None" ], [ "37", "1", "2", "2010-07-19", "None", "None" ], [ "38", "15", "2", "2010-07-19", "None", "None" ], [ "39", "6", "2", "2010-07-19", "None", "None" ], [ "40", "5", "2", "2010-07-19", "None", "None" ], [ "41", "13", "2", "2010-07-19", "None", "None" ], [ "42", "5", "2", "2010-07-19", "None", "None" ], [ "43", "4", "2", "2010-07-19", "None", "None" ], [ "44", "9", "2", "2010-07-19", "None", "None" ], [ "45", "17", "2", "2010-07-19", "None", "None" ], [ "46", "31", "2", "2010-07-19", "None", "None" ], [ "47", "22", "2", "2010-07-19", "None", "None" ], [ "48", "22", "2", "2010-07-19", "None", "None" ], [ "49", "17", "2", "2010-07-19", "None", "None" ], [ "50", "22", "2", "2010-07-19", "None", "None" ], [ "51", "29", "2", "2010-07-19", "None", "None" ], [ "52", "20", "2", "2010-07-19", "None", "None" ], [ "53", "2", "2", "2010-07-19", "None", "None" ], [ "54", "25", "2", "2010-07-19", "None", "None" ], [ "55", "32", "2", "2010-07-19", "None", "None" ], [ "56", "31", "2", "2010-07-19", "None", "None" ], [ "57", "22", "5", "2010-07-19", "66", "None" ], [ "58", "26", "2", "2010-07-19", "None", "None" ], [ "59", "1", "5", "2010-07-19", "66", "None" ], [ "61", "5", "2", "2010-07-19", "None", "None" ], [ "62", "3", "2", "2010-07-19", "None", "None" ], [ "63", "26", "2", "2010-07-19", "None", "None" ], [ "65", "3", "2", "2010-07-19", "None", "None" ], [ "66", "32", "2", "2010-07-19", "None", "None" ], [ "67", "40", "2", "2010-07-19", "None", "None" ], [ "68", "45", "2", "2010-07-19", "None", "None" ], [ "69", "8", "3", "2010-07-19", "None", "None" ], [ "70", "33", "2", "2010-07-19", "None", "None" ], [ "71", "49", "2", "2010-07-19", "None", "None" ], [ "72", "8", "3", "2010-07-19", "None", "None" ], [ "73", "46", "3", "2010-07-19", "None", "None" ], [ "74", "6", "2", "2010-07-19", "None", "None" ], [ "75", "6", "5", "2010-07-19", "71", "None" ], [ "76", "5", "2", "2010-07-19", "None", "None" ], [ "77", "3", "2", "2010-07-19", "None", "None" ], [ "78", "40", "2", "2010-07-19", "None", "None" ], [ "79", "28", "2", "2010-07-19", "None", "None" ], [ "81", "31", "2", "2010-07-19", "None", "None" ], [ "82", "8", "3", "2010-07-19", "None", "None" ], [ "84", "50", "2", "2010-07-19", "None", "None" ], [ "85", "52", "2", "2010-07-19", "None", "None" ], [ "86", "47", "2", "2010-07-19", "None", "None" ], [ "87", "52", "2", "2010-07-19", "None", "None" ], [ "88", "22", "2", "2010-07-19", "None", "None" ], [ "89", "22", "5", "2010-07-19", "22", "None" ], [ "90", "53", "2", "2010-07-19", "None", "None" ], [ "91", "59", "2", "2010-07-19", "None", "None" ], [ "92", "50", "2", "2010-07-19", "None", "None" ], [ "93", "56", "2", "2010-07-19", "None", "None" ], [ "94", "45", "2", "2010-07-19", "None", "None" ], [ "95", "36", "2", "2010-07-19", "None", "None" ], [ "96", "63", "2", "2010-07-19", "None", "None" ], [ "97", "44", "2", "2010-07-19", "None", "None" ], [ "98", "63", "2", "2010-07-19", "None", "None" ], [ "99", "36", "2", "2010-07-19", "None", "None" ], [ "100", "65", "2", "2010-07-19", "None", "None" ], [ "101", "66", "2", "2010-07-19", "None", "None" ], [ "102", "69", "2", "2010-07-19", "None", "None" ], [ "103", "48", "2", "2010-07-19", "None", "None" ], [ "104", "49", "2", "2010-07-19", "None", "None" ], [ "105", "65", "2", "2010-07-19", "None", "None" ], [ "106", "5", "2", "2010-07-19", "None", "None" ], [ "107", "14", "2", "2010-07-19", "None", "None" ] ]
votes
codebase_community
{ "column_descriptions": [ "the vote id", "the id of the post that is voted", "the id of the vote type", "the creation date of the vote", "the id of the voter", "the amount of bounty" ], "column_names_cleaned": [ "Id", "Post Id", "Vote Type Id", "Creation Date", "User Id", "Bounty Amount" ], "column_types": [ "integer", "integer", "integer", "date", "integer", "integer" ], "foreign_keys": [ { "column_name": "UserId", "referenced_column_name": "Id", "referenced_table_name": "users" }, { "column_name": "PostId", "referenced_column_name": "Id", "referenced_table_name": "posts" } ], "primary_key": [ "Id" ] }