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--- |
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language: |
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- en |
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tags: |
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- climate |
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- oceanography |
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- marine-biology |
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- micropaleontology |
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- foraminifera |
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- plankton |
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- biodiversity |
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license: gpl-2.0 |
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source_datasets: |
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- https://zenodo.org/records/12724286 |
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pretty_name: FORCIS / Processed Data |
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configs: |
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- config_name: cpr_north |
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data_files: "data/v10/forcis-cpr-north-11072024.csv" |
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default: TRUE |
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- config_name: cpr_south |
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data_files: "data/v10/forcis-cpr-south-11072024.csv" |
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- config_name: net |
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data_files: "data/v10/forcis-net-11072024.csv" |
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- config_name: pump |
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data_files: "data/v10/forcis-pump-11072024.csv" |
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- config_name: trap |
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data_files: "data/v10/forcis-trap-11072024.csv" |
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--- |
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# Dataset Card for Processed FORCIS Data |
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**Dataset Name:** Processed FORCIS Data |
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**Source:** [FRBCesab/forcis](https://github.com/FRBCesab/forcis) (originally from Zenodo: [https://zenodo.org/records/12724286](https://zenodo.org/records/12724286)) |
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**Description:** |
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This dataset is a processed version of the FORCIS data, obtained from Zenodo. The original data uses a custom delimiter (;) and may contain leading/trailing whitespace and special characters. This processed version addresses these issues and provides a clean, comma-separated values (CSV) format for easier use. |
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**Processing Steps:** |
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The processing steps involved: |
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1. **Data Acquisition:** Downloaded the FORCIS data from Zenodo. |
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2. **Cleaning:** |
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- Removed leading/trailing whitespace from each line. |
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- Escaped special characters for safekeeping. |
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3. **Formatting:** |
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- Converted the data to comma-separated values (CSV) format. |
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4. **Missing Value Correction:** |
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- Added a "data_type" column where missing in some CSVs |
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- Validated data consistency across all columns |
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**Data Format:** |
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- Format: Comma-separated values (CSV) |
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- Encoding: UTF-8 |
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- Line endings: LF (Unix-style) |
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- First row: Header with column names |
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- Missing values: Represented as "NA" |
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**License:** |
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This processed dataset is available under GPL-2.0 license. For the original FORCIS data license terms, please refer to the Zenodo repository at [doi.org/10.5281/zenodo.12724286](https://doi.org/10.5281/zenodo.12724286). |
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**Usage Notes:** |
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- This dataset is intended for researchers and data scientists interested in working with the FORCIS data |
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- Familiarity with the original FORCIS data structure is recommended for optimal use |
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- Each CSV contains consistent column headers and data types |
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- Data types include: |
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- Numeric: Float and Integer values |
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- Categorical: String values |
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- Temporal: Date/Time values |
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- Missing values (NA) should be handled appropriately in analysis |
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- Consider memory requirements when loading the complete merged dataset |
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**Citation:** |
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To acknowledge the use of this processed FORCIS data, please cite: |
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1. Original Dataset (v10): <https://doi.org/10.5281/zenodo.12724286> |
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2. Processed Dataset: |
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```bibtex |
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@dataset{processed_forcis_2024, |
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title={Processed FORCIS Data}, |
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author={Hammami, Khalil}, |
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version={1.0}, |
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note={Based on FORCIS v10}, |
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year={2024}, |
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publisher={Hugging Face}, |
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url={<https://huggingface.co/datasets/khammami/forcis}> |
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} |
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``` |
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