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gene
stringclasses 1
value | raw-p
float64 0
0.02
⌀ | coef
float64 -0.15
0.13
⌀ | bh-p
float64 0
0.1
⌀ | fc
float64 -3.18
3.46
⌀ |
|---|---|---|---|---|
NaT | 0.000762 | 0.012578 | 0.004842 | 0.265494 |
NaT | 0.000755 | -0.007317 | 0.004806 | -0.068067 |
NaT | 0.000002 | 0.007909 | 0.000032 | 0.143499 |
NaT | 0 | 0.008015 | 0 | -0.028773 |
NaT | 0.000083 | -0.00842 | 0.000764 | -0.161214 |
NaT | 0 | 0.005894 | 0.000001 | 0.232584 |
NaT | 0.000029 | -0.008994 | 0.000314 | -0.11547 |
NaT | 0 | -0.011042 | 0.000001 | -0.159256 |
NaT | 0.000171 | -0.010209 | 0.001397 | -0.085814 |
NaT | 0 | 0.008205 | 0 | 0.25412 |
NaT | 0.000136 | 0.006895 | 0.001151 | 0.131873 |
NaT | 0 | -0.024259 | 0 | -0.40019 |
NaT | 0 | -0.020604 | 0 | -0.261578 |
NaT | 0 | 0.008748 | 0 | 0.279006 |
NaT | 0.000004 | 0.007141 | 0.000051 | 0.232302 |
NaT | 0 | 0.005543 | 0 | 0.213648 |
NaT | 0 | 0.026241 | 0 | 0.326192 |
NaT | 0 | -0.011459 | 0.000004 | -0.13802 |
NaT | 0 | -0.010586 | 0.000005 | -0.184018 |
NaT | 0 | -0.014436 | 0 | -0.191056 |
NaT | 0.000001 | 0.008024 | 0.000019 | 0.165693 |
NaT | 0 | -0.010507 | 0 | 0.026465 |
NaT | 0 | -0.01198 | 0 | -0.12368 |
NaT | 0.00038 | -0.007782 | 0.002732 | -0.084628 |
NaT | 0 | -0.017222 | 0 | -0.225503 |
NaT | 0 | -0.005922 | 0 | -0.284145 |
NaT | 0 | -0.012801 | 0 | -0.24605 |
NaT | 0 | -0.032694 | 0 | -0.601669 |
NaT | 0 | 0.019533 | 0 | -0.012848 |
NaT | 0 | -0.024483 | 0 | -0.304966 |
NaT | 0 | -0.031093 | 0 | -0.397376 |
NaT | 0 | -0.055743 | 0 | -0.819117 |
NaT | 0 | -0.033779 | 0 | -0.550457 |
NaT | 0 | -0.02769 | 0 | -0.43258 |
NaT | 0 | -0.014815 | 0 | -0.20431 |
NaT | 0 | -0.027128 | 0 | -0.35724 |
NaT | 0 | -0.018984 | 0 | -0.252275 |
NaT | 0 | -0.036997 | 0 | -0.530034 |
NaT | 0 | -0.032782 | 0 | -0.423854 |
NaT | 0 | -0.01795 | 0 | -0.216909 |
NaT | 0 | 0.130074 | 0 | 0.274513 |
NaT | 0 | -0.017601 | 0 | -0.25877 |
NaT | 0 | -0.015983 | 0 | -0.256264 |
NaT | 0 | -0.010885 | 0 | -0.189603 |
NaT | 0 | -0.018171 | 0 | -0.386565 |
NaT | 0 | 0.044065 | 0 | 0.638123 |
NaT | 0 | -0.014087 | 0 | -0.227284 |
NaT | 0 | -0.012146 | 0 | -0.181516 |
NaT | 0 | 0.018878 | 0 | 0.135855 |
NaT | 0 | -0.032447 | 0 | -0.624972 |
NaT | 0 | -0.016475 | 0 | -0.275192 |
NaT | 0 | -0.016734 | 0 | -0.391017 |
NaT | 0 | -0.038672 | 0 | -0.657057 |
NaT | 0 | -0.03277 | 0 | -0.503535 |
NaT | 0 | -0.024865 | 0 | -0.350892 |
NaT | 0 | -0.009564 | 0 | -0.06311 |
NaT | 0 | -0.009264 | 0 | -0.271879 |
NaT | 0 | -0.034917 | 0 | -0.764628 |
NaT | 0 | -0.015426 | 0 | -0.259815 |
NaT | 0 | -0.010164 | 0 | -0.182891 |
NaT | 0 | -0.037408 | 0 | -0.519945 |
NaT | 0 | -0.013699 | 0 | -0.319438 |
NaT | 0 | -0.019686 | 0 | -0.447539 |
NaT | 0 | -0.012098 | 0 | -0.205372 |
NaT | 0 | 0.053629 | 0 | 0.71437 |
NaT | 0 | -0.021665 | 0 | -0.629193 |
NaT | 0 | -0.012844 | 0 | -0.30192 |
NaT | 0 | -0.087979 | 0 | -0.364561 |
NaT | 0 | -0.005809 | 0 | -0.334292 |
NaT | 0 | -0.03386 | 0 | -0.320797 |
NaT | 0 | -0.01295 | 0 | -0.31919 |
NaT | 0 | -0.008501 | 0 | -0.159558 |
NaT | 0 | -0.015107 | 0 | -0.221941 |
NaT | 0 | -0.024853 | 0 | -0.258784 |
NaT | 0 | 0.040916 | 0 | 0.578583 |
NaT | 0 | 0.044404 | 0 | 0.582242 |
NaT | 0 | 0.030703 | 0 | 0.478063 |
NaT | 0 | -0.02174 | 0 | -0.324404 |
NaT | 0 | -0.018931 | 0 | -0.33248 |
NaT | 0 | -0.024919 | 0 | -0.382198 |
NaT | 0 | -0.009065 | 0 | -0.249853 |
NaT | 0 | -0.019939 | 0 | -0.392071 |
NaT | 0 | 0.022308 | 0 | 0.396515 |
NaT | 0 | 0.049244 | 0 | 0.765683 |
NaT | 0 | -0.066729 | 0 | -1.097675 |
NaT | 0 | -0.045823 | 0 | -0.671683 |
NaT | 0 | 0.014224 | 0 | 0.182643 |
NaT | 0 | -0.038502 | 0 | -0.65147 |
NaT | 0 | -0.042568 | 0 | -0.706629 |
NaT | 0 | -0.067604 | 0 | -1.23472 |
NaT | 0 | -0.009437 | 0 | -0.126011 |
NaT | 0 | 0.014368 | 0 | 0.086879 |
NaT | 0.000008 | 0.005058 | 0.000018 | 0.049621 |
NaT | 0 | -0.013649 | 0 | -0.275136 |
NaT | 0 | 0.068594 | 0 | 1.210211 |
NaT | 0 | -0.00985 | 0 | -0.170359 |
NaT | 0 | -0.017977 | 0 | -0.331863 |
NaT | 0 | -0.01581 | 0 | -0.194524 |
NaT | 0 | -0.008072 | 0 | -0.094176 |
NaT | 0.000001 | -0.008575 | 0.000004 | -0.08655 |
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A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
https://www.nature.com/articles/s41586-020-2496-1#Sec2
Code to download and process this dataset is available in: https://github.com/seanome/2025-longevity-x-ai-hackathon
Dataset structure is originally from AnnData.
Descriptions of each data file is below.
Data Files
This dataset contains multiple parquet files, one for each sheet in the original Excel file:
aging-gene-expression-single-cell-mouse_*.parquet - Data files containing gene expression and metadata
Metadata Files
aging-gene-expression-single-cell-mouse_unstructured_metadata.json - Additional metadata about the dataset
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