Datasets:

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tahoebio

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Tahoe-100M

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Tahoe Bio 76

The query extracts and normalizes drug concentration data for specific cell lines and drugs, providing a detailed view of experimental conditions and their potential impact on cell behavior.

Provides the frequency of each drug in the dataset and identifies any missing or null values, helping to understand data completeness and distribution.

Counts the number of cell lines for each cell name and organ, revealing which combinations are most prevalent in the dataset.

Identifies and retrieves metadata for cell lines where the driver mutation is p.G12C in the KRAS gene, providing meaningful insights into specific genetic alterations.

Provides unique cell line metadata entries for KRAS mutations with inferred gain-of-function mechanisms, offering insights into specific cell line characteristics associated with this genetic change.

The query filters and retrieves specific drug-cell line combinations, providing a basic overview of the dataset's contents for these particular drugs and cell lines.

Lists distinct cell names from the bowel organ, providing a basic overview of available cell lines.

Lists unique sublibraries for a specific cell line and drug, providing basic filtering information.

Lists unique sublibraries associated with a specific cell line, providing basic filtering information.

The query retrieves all metadata for cell lines derived from the Ovary/Fallopian Tube, providing basic information but limited analytical value.

Retrieves specific cell line metadata for a predefined list of cell IDs, providing basic information about cell names, IDs, and tissue origins.

Retrieves the cell names and their corresponding Cell_ID_Cellosaur for a specific list of cell IDs, providing basic information about these cells.

Lists unique cell names and their corresponding Cell IDs, sorted by Cell ID, providing basic information for reference.

Returns all cell line data specifically for those with a KRAS driver gene in lung tissue, showing a gain-of-function mechanism, which is a basic filtering operation to isolate a subset of the data.

Retrieves metadata for lung cell lines with a driver gene effect of gain for MYC, providing a basic filter of relevant samples.

Returns a list of drugs specifically classified as MEK inhibitors, providing basic information, but not offering deeper insights.

Returns all metadata for cell lines originating from the skin, providing basic filtering but limited analytical insight.

Returns all metadata for skin cell lines, which provides basic information but limited analytical value.