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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 8 new columns ({'decoder', 'mean', 'higher_better', 'model', 'metric', 'split', 'std', 'n_seeds'}) and 10 missing columns ({'Pct_Cytokine', 'FDR', 'Gene', 'Pct_PBS', 'Celltype', 'Celltype_Str', '__sheet__', 'Cytokine', 'Avg_log2FC', 'Cytokine_Str'}).
This happened while the csv dataset builder was generating data using
hf://datasets/theislab/ReconEval/figs/decoder_only.csv (at revision 35a57c93f840b5154a5d3a886e06ecd31581ec99), ['hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/cytokine_act_merged.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_cf.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_knns.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_long.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_st.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/tahoe_df_AXIN2.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/tahoe_df_EGR1.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
model: string
decoder: string
split: string
metric: string
mean: double
std: double
n_seeds: int64
higher_better: bool
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1155
to
{'Celltype': Value('string'), 'Celltype_Str': Value('string'), 'Cytokine': Value('string'), 'Cytokine_Str': Value('string'), 'Gene': Value('string'), 'Avg_log2FC': Value('float64'), 'FDR': Value('float64'), 'Pct_Cytokine': Value('float64'), 'Pct_PBS': Value('float64'), '__sheet__': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1343, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 8 new columns ({'decoder', 'mean', 'higher_better', 'model', 'metric', 'split', 'std', 'n_seeds'}) and 10 missing columns ({'Pct_Cytokine', 'FDR', 'Gene', 'Pct_PBS', 'Celltype', 'Celltype_Str', '__sheet__', 'Cytokine', 'Avg_log2FC', 'Cytokine_Str'}).
This happened while the csv dataset builder was generating data using
hf://datasets/theislab/ReconEval/figs/decoder_only.csv (at revision 35a57c93f840b5154a5d3a886e06ecd31581ec99), ['hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/cytokine_act_merged.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_cf.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_knns.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_long.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/decoder_only_st.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/luca_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/pbmc_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split01_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split02_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent10.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent128.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent2048.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent32.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/figs/results/tahoe_split03_metrics_summary_latent512.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/tahoe_df_AXIN2.csv', 'hf://datasets/theislab/ReconEval@35a57c93f840b5154a5d3a886e06ecd31581ec99/tahoe_df_EGR1.csv']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Celltype string | Celltype_Str string | Cytokine string | Cytokine_Str string | Gene string | Avg_log2FC float64 | FDR float64 | Pct_Cytokine float64 | Pct_PBS float64 | __sheet__ string |
|---|---|---|---|---|---|---|---|---|---|
B cell | B_cell | IL-1α | IL1a | Zfp36l2 | 1.09093 | 0 | 0.509 | 0.217 | B_cell |
B cell | B_cell | IL-1α | IL1a | Arap2 | 0.891994 | 0 | 0.314 | 0.11 | B_cell |
B cell | B_cell | IL-1α | IL1a | Socs3 | 0.8435 | 0 | 0.16 | 0.023 | B_cell |
B cell | B_cell | IL-1α | IL1a | Napsa | 0.808776 | 0 | 0.794 | 0.585 | B_cell |
B cell | B_cell | IL-1α | IL1a | Gpr171 | 0.791013 | 0 | 0.331 | 0.124 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ccnd2 | 0.699463 | 0.020975 | 0.222 | 0.118 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ptpn1 | 0.686511 | 0.000003 | 0.412 | 0.23 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ly6a | 0.673259 | 0.000013 | 0.572 | 0.359 | B_cell |
B cell | B_cell | IL-1α | IL1a | Pdcd4 | 0.672802 | 0.000113 | 0.336 | 0.187 | B_cell |
B cell | B_cell | IL-1α | IL1a | Sorl1 | 0.626455 | 0.000002 | 0.501 | 0.277 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ptpn22 | 0.616331 | 0.000005 | 0.184 | 0.053 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ccnd3 | 0.609417 | 0.000002 | 0.306 | 0.147 | B_cell |
B cell | B_cell | IL-1α | IL1a | Sesn1 | 0.597453 | 0 | 0.233 | 0.078 | B_cell |
B cell | B_cell | IL-1α | IL1a | Tsc22d3 | 0.562025 | 0 | 0.566 | 0.38 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ssh2 | 0.525973 | 0.004293 | 0.295 | 0.16 | B_cell |
B cell | B_cell | IL-1α | IL1a | Egln2 | 0.521794 | 0.000127 | 0.238 | 0.118 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ifi47 | 0.498797 | 0.000104 | 0.233 | 0.1 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cd83 | 0.49073 | 0.047019 | 0.417 | 0.271 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ncl | 0.47921 | 0.031745 | 0.585 | 0.473 | B_cell |
B cell | B_cell | IL-1α | IL1a | Stat1 | 0.467633 | 0.0064 | 0.352 | 0.215 | B_cell |
B cell | B_cell | IL-1α | IL1a | Foxn3 | 0.463906 | 0.03944 | 0.469 | 0.324 | B_cell |
B cell | B_cell | IL-1α | IL1a | Bcl3 | 0.451152 | 0.000727 | 0.154 | 0.054 | B_cell |
B cell | B_cell | IL-1α | IL1a | Syngr2 | 0.450945 | 0.011172 | 0.29 | 0.163 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cytip | 0.440726 | 0.004369 | 0.477 | 0.331 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hs3st1 | 0.435205 | 0.006816 | 0.125 | 0.035 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cebpb | 0.428263 | 0.008242 | 0.141 | 0.056 | B_cell |
B cell | B_cell | IL-1α | IL1a | Irf1 | 0.426113 | 0.043332 | 0.195 | 0.105 | B_cell |
B cell | B_cell | IL-1α | IL1a | Irgm1 | 0.423011 | 0.015987 | 0.146 | 0.072 | B_cell |
B cell | B_cell | IL-1α | IL1a | Mrpl52 | 0.422353 | 0.008242 | 0.436 | 0.279 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hspa9 | 0.421193 | 0.000104 | 0.255 | 0.117 | B_cell |
B cell | B_cell | IL-1α | IL1a | Acp5 | 0.416745 | 0.007045 | 0.312 | 0.198 | B_cell |
B cell | B_cell | IL-1α | IL1a | Adrb2 | 0.413737 | 0.011611 | 0.203 | 0.095 | B_cell |
B cell | B_cell | IL-1α | IL1a | Sema4b | 0.412345 | 0.025978 | 0.152 | 0.071 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hcls1 | 0.409911 | 0.000101 | 0.388 | 0.23 | B_cell |
B cell | B_cell | IL-1α | IL1a | Serinc3 | 0.407547 | 0.0064 | 0.726 | 0.554 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ranbp1 | 0.395947 | 0.014109 | 0.352 | 0.224 | B_cell |
B cell | B_cell | IL-1α | IL1a | Odc1 | 0.392714 | 0.007045 | 0.168 | 0.072 | B_cell |
B cell | B_cell | IL-1α | IL1a | Pkig | 0.388134 | 0.006084 | 0.509 | 0.365 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cd38 | 0.387004 | 0.016715 | 0.355 | 0.238 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ppp1r21 | 0.373632 | 0.000705 | 0.122 | 0.037 | B_cell |
B cell | B_cell | IL-1α | IL1a | Zbp1 | 0.372067 | 0.011172 | 0.144 | 0.063 | B_cell |
B cell | B_cell | IL-1α | IL1a | Mettl1 | 0.367745 | 0.00367 | 0.13 | 0.048 | B_cell |
B cell | B_cell | IL-1α | IL1a | Spcs2 | 0.351866 | 0.035481 | 0.42 | 0.274 | B_cell |
B cell | B_cell | IL-1α | IL1a | Scd1 | 0.343943 | 0.007644 | 0.547 | 0.401 | B_cell |
B cell | B_cell | IL-1α | IL1a | Pag1 | 0.341681 | 0.026939 | 0.347 | 0.229 | B_cell |
B cell | B_cell | IL-1α | IL1a | Zfp1 | 0.329876 | 0.025103 | 0.108 | 0.043 | B_cell |
B cell | B_cell | IL-1α | IL1a | Nme1 | 0.326523 | 0.035481 | 0.461 | 0.338 | B_cell |
B cell | B_cell | IL-1α | IL1a | Alkbh1 | 0.32467 | 0.024472 | 0.209 | 0.11 | B_cell |
B cell | B_cell | IL-1α | IL1a | Apobec1 | 0.304418 | 0.001384 | 0.103 | 0.034 | B_cell |
B cell | B_cell | IL-1α | IL1a | Dhx40 | 0.290549 | 0.006816 | 0.106 | 0.043 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ptprj | 0.27789 | 0.026562 | 0.152 | 0.077 | B_cell |
B cell | B_cell | IL-1α | IL1a | Fxr1 | 0.269611 | 0.046586 | 0.168 | 0.092 | B_cell |
B cell | B_cell | IL-1α | IL1a | Tbc1d15 | 0.26015 | 0.021808 | 0.108 | 0.047 | B_cell |
B cell | B_cell | IL-1α | IL1a | Fth1 | -0.286945 | 0.000095 | 0.973 | 0.979 | B_cell |
B cell | B_cell | IL-1α | IL1a | H3f3a | -0.313768 | 0.000077 | 0.976 | 0.993 | B_cell |
B cell | B_cell | IL-1α | IL1a | Igkc | -0.329713 | 0.00001 | 0.951 | 0.967 | B_cell |
B cell | B_cell | IL-1α | IL1a | Coro1a | -0.339701 | 0.000033 | 0.911 | 0.928 | B_cell |
B cell | B_cell | IL-1α | IL1a | Foxp1 | -0.368683 | 0.020507 | 0.577 | 0.614 | B_cell |
B cell | B_cell | IL-1α | IL1a | Limd2 | -0.397939 | 0.007644 | 0.539 | 0.607 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cd52 | -0.401481 | 0 | 0.984 | 0.993 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ets1 | -0.418012 | 0.013519 | 0.425 | 0.506 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hexb | -0.430217 | 0.0155 | 0.089 | 0.176 | B_cell |
B cell | B_cell | IL-1α | IL1a | Arhgap17 | -0.442369 | 0.049899 | 0.271 | 0.362 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cd79b | -0.443181 | 0 | 0.927 | 0.959 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ighm | -0.444808 | 0 | 0.957 | 0.984 | B_cell |
B cell | B_cell | IL-1α | IL1a | Klf3 | -0.471117 | 0.003121 | 0.049 | 0.137 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ltb | -0.477856 | 0.00001 | 0.767 | 0.847 | B_cell |
B cell | B_cell | IL-1α | IL1a | Txndc5 | -0.481196 | 0.012425 | 0.098 | 0.184 | B_cell |
B cell | B_cell | IL-1α | IL1a | Rhob | -0.489157 | 0.021262 | 0.054 | 0.133 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hspa1b | -0.502026 | 0.027349 | 0.041 | 0.103 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ier5 | -0.532517 | 0.000295 | 0.501 | 0.594 | B_cell |
B cell | B_cell | IL-1α | IL1a | S100a10 | -0.537255 | 0.002144 | 0.371 | 0.501 | B_cell |
B cell | B_cell | IL-1α | IL1a | Vim | -0.560564 | 0.005167 | 0.195 | 0.312 | B_cell |
B cell | B_cell | IL-1α | IL1a | Rasgrp2 | -0.562201 | 0.020975 | 0.198 | 0.333 | B_cell |
B cell | B_cell | IL-1α | IL1a | Swap70 | -0.565209 | 0.000021 | 0.35 | 0.49 | B_cell |
B cell | B_cell | IL-1α | IL1a | Iglc2 | -0.568708 | 0 | 0.778 | 0.902 | B_cell |
B cell | B_cell | IL-1α | IL1a | Lsp1 | -0.572381 | 0 | 0.379 | 0.543 | B_cell |
B cell | B_cell | IL-1α | IL1a | Ccr7 | -0.596485 | 0.005167 | 0.217 | 0.309 | B_cell |
B cell | B_cell | IL-1α | IL1a | Emp3 | -0.68508 | 0.000001 | 0.255 | 0.419 | B_cell |
B cell | B_cell | IL-1α | IL1a | Jun | -0.700397 | 0.008649 | 0.293 | 0.391 | B_cell |
B cell | B_cell | IL-1α | IL1a | Iglc3 | -0.716704 | 0 | 0.637 | 0.823 | B_cell |
B cell | B_cell | IL-1α | IL1a | Hist1h1c | -0.728871 | 0.007423 | 0.184 | 0.295 | B_cell |
B cell | B_cell | IL-1α | IL1a | Fosb | -0.793441 | 0.000083 | 0.049 | 0.162 | B_cell |
B cell | B_cell | IL-1α | IL1a | Fcer2a | -1.057617 | 0 | 0.352 | 0.629 | B_cell |
B cell | B_cell | IL-1α | IL1a | Cd55 | -1.07824 | 0 | 0.209 | 0.452 | B_cell |
B cell | B_cell | IL-1α | IL1a | Klf2 | -1.134997 | 0 | 0.591 | 0.774 | B_cell |
B cell | B_cell | IL-1β | IL1b | Zfp36l2 | 1.436181 | 0 | 0.5 | 0.217 | B_cell |
B cell | B_cell | IL-1β | IL1b | Ccnd3 | 1.219345 | 0.000002 | 0.415 | 0.147 | B_cell |
B cell | B_cell | IL-1β | IL1b | Serinc3 | 0.737994 | 0.018121 | 0.72 | 0.554 | B_cell |
B cell | B_cell | IL-1β | IL1b | Socs3 | 0.704575 | 0.014569 | 0.122 | 0.023 | B_cell |
B cell | B_cell | IL-1β | IL1b | Bcl3 | 0.701719 | 0.03948 | 0.183 | 0.054 | B_cell |
B cell | B_cell | IL-1β | IL1b | Fkbp5 | 0.445309 | 0.045101 | 0.11 | 0.026 | B_cell |
B cell | B_cell | IL-1β | IL1b | Fth1 | -0.332789 | 0.045101 | 0.939 | 0.979 | B_cell |
B cell | B_cell | IL-1β | IL1b | Igkc | -0.501768 | 0.008925 | 0.963 | 0.967 | B_cell |
B cell | B_cell | IL-1β | IL1b | Iglc2 | -0.616484 | 0.02705 | 0.707 | 0.902 | B_cell |
B cell | B_cell | IL-1β | IL1b | Cd79b | -0.627515 | 0.001056 | 0.829 | 0.959 | B_cell |
B cell | B_cell | IL-1β | IL1b | Iglc3 | -0.661388 | 0.008925 | 0.573 | 0.823 | B_cell |
B cell | B_cell | IL-1β | IL1b | Ltb | -0.679305 | 0.00399 | 0.646 | 0.847 | B_cell |
B cell | B_cell | IL-1β | IL1b | Klf2 | -0.795364 | 0.046668 | 0.524 | 0.774 | B_cell |
B cell | B_cell | IL-1β | IL1b | Ier5 | -0.801523 | 0.029103 | 0.341 | 0.594 | B_cell |
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