hubmapconsortium / metadata-consistency

1 stars 0 forks source link

Non primary datasets (derived and lab processed) are missing `assay_type` and `assay_category` #4

Open icaoberg opened 1 year ago

icaoberg commented 1 year ago

Should these fields be populated? Or is the end-user supposed to look at the assay_type and assay_category of the ancestors?

The table below is partial. This issue applies to all non-primary datasets.

cc @pdblood

+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|      | hubmap_id       | status    | is_protected   | is_primary   | data_type              |   assay_type |   assay_category |
+======+=================+===========+================+==============+========================+==============+==================+
|  797 | HBM256.TSRN.268 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  798 | HBM555.CGHX.875 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  799 | HBM742.TXRC.975 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  800 | HBM279.JRTJ.535 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  801 | HBM583.CJZM.893 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  802 | HBM488.SDDC.876 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  803 | HBM395.NRTL.659 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  804 | HBM643.KKCR.667 | Published | False          | False        | bulk_atacseq           |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  910 | HBM327.NMZP.779 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  911 | HBM632.JSNP.578 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  912 | HBM783.JZRN.564 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  913 | HBM967.TGDD.996 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  914 | HBM287.WDKX.539 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  915 | HBM387.QZQF.984 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  916 | HBM452.ZQFK.527 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  917 | HBM792.GKBV.697 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  918 | HBM455.XDQS.993 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  919 | HBM443.TZCQ.232 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  920 | HBM443.FDHZ.888 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  921 | HBM673.TNZM.339 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  922 | HBM594.PWXG.764 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  923 | HBM455.PWQW.883 | Published | False          | False        | codex_cytokit          |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  924 | HBM792.RMBS.929 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  925 | HBM893.FNLL.223 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  926 | HBM426.XFGP.684 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  927 | HBM658.QKXF.569 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  928 | HBM674.TCFJ.933 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  929 | HBM232.FHSH.854 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  930 | HBM824.WSGZ.562 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  931 | HBM653.RRCF.859 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  932 | HBM695.NCKX.893 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  933 | HBM284.SSWZ.498 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  934 | HBM898.LWCS.878 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  935 | HBM862.RCNK.689 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  936 | HBM638.LMZQ.376 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  937 | HBM857.ZBDC.975 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  938 | HBM739.KJCB.594 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  939 | HBM286.SKWF.837 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  940 | HBM956.BGBN.293 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  941 | HBM585.SVFL.994 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  942 | HBM554.DMMS.226 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  943 | HBM542.THBC.733 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  944 | HBM573.GQRD.788 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  945 | HBM946.WMTC.283 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  946 | HBM734.WXNH.664 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  947 | HBM975.NQTF.737 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  948 | HBM622.TTKZ.387 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  949 | HBM327.LNVF.877 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  950 | HBM347.PSLC.425 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  951 | HBM887.SHVF.747 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  952 | HBM624.WJZD.337 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  953 | HBM825.KFFT.669 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  954 | HBM863.FDNH.844 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  955 | HBM522.BSZT.385 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  956 | HBM626.KXRZ.238 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  957 | HBM576.WGZM.772 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  958 | HBM762.TCMB.394 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  959 | HBM796.FXBG.243 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  960 | HBM545.FGNZ.644 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  961 | HBM766.SGJV.225 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  962 | HBM339.LBCC.963 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  963 | HBM279.RTXC.523 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  964 | HBM449.VXMQ.958 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  965 | HBM997.PVCF.629 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  966 | HBM336.GDGJ.778 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  967 | HBM597.KZXW.469 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  968 | HBM766.GJNG.493 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  969 | HBM437.XSFH.532 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  970 | HBM666.SDLF.468 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  971 | HBM733.DLLK.799 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  972 | HBM836.WNJS.587 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  973 | HBM373.LDGF.766 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  974 | HBM532.LNNP.926 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  975 | HBM248.HKBC.256 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  976 | HBM583.XKJN.698 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  977 | HBM992.RHJW.288 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  978 | HBM557.SGTC.262 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  979 | HBM465.HZHH.676 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  980 | HBM224.XXWB.669 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  981 | HBM528.NMQV.274 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  982 | HBM864.JSLF.723 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  983 | HBM823.LDGC.365 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  984 | HBM622.JXWQ.554 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  985 | HBM797.LKNL.358 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  986 | HBM254.XGFQ.345 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  987 | HBM429.XGQK.385 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  988 | HBM897.BMRQ.526 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  989 | HBM366.XKPX.554 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  990 | HBM696.DSTM.687 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  991 | HBM732.GQLB.743 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  992 | HBM545.WPDT.262 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  993 | HBM356.BVRR.244 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  994 | HBM989.VVXT.224 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  995 | HBM822.MQNG.225 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  996 | HBM273.LHDV.987 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  997 | HBM287.QFKL.692 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  998 | HBM362.RFHX.274 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
|  999 | HBM685.TBGN.663 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1000 | HBM396.BXSQ.568 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1001 | HBM744.TGMS.672 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1002 | HBM337.LFBG.349 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1003 | HBM774.LTVV.995 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1004 | HBM893.CCKX.496 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1005 | HBM299.TTLG.749 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1006 | HBM362.QZWG.832 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1007 | HBM496.ZJFC.554 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1008 | HBM495.VWBD.428 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1009 | HBM268.NKXB.243 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1010 | HBM722.RCMR.826 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1011 | HBM785.CNWZ.888 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1012 | HBM353.PBPQ.757 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1013 | HBM938.TNNT.879 | Published | False          | False        | codex_cytokit_v1       |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1014 | HBM538.PHSC.677 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1015 | HBM536.GZQR.922 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1016 | HBM388.MPQC.336 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1017 | HBM947.MQZT.787 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1018 | HBM243.NBKL.825 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1019 | HBM636.CHVG.283 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1020 | HBM795.TFHS.265 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1021 | HBM369.HJNP.464 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1022 | HBM852.CQCN.957 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1023 | HBM628.HGGF.468 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1024 | HBM995.NPWL.939 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1025 | HBM279.SLFX.335 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1026 | HBM482.JGJX.834 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1027 | HBM954.WWJF.865 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1028 | HBM237.QHSL.933 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1029 | HBM767.CHDG.359 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1030 | HBM837.KRCD.342 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1031 | HBM825.VPHH.585 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1032 | HBM639.XJJK.393 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1033 | HBM675.CLZD.975 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1034 | HBM447.RVJR.677 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1035 | HBM726.GNCK.634 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1036 | HBM323.BVBV.658 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1037 | HBM237.XQJV.963 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1038 | HBM468.VQQQ.574 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1039 | HBM493.DHZJ.845 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1040 | HBM623.CWHD.575 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1041 | HBM243.HRTG.365 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1042 | HBM689.XCBK.436 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1043 | HBM232.MLHJ.832 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1044 | HBM698.FWFH.998 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1045 | HBM293.GBPH.862 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1046 | HBM452.MTRP.523 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1047 | HBM355.DGKN.367 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1048 | HBM247.ZGJR.925 | Published | False          | False        | salmon_rnaseq_10x      |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1049 | HBM829.VFVG.927 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1050 | HBM896.GHCN.579 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1051 | HBM676.FZMP.457 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1052 | HBM429.LVSS.584 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1053 | HBM526.XSXG.362 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1054 | HBM836.GZRM.279 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1055 | HBM566.QVLX.393 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+
| 1056 | HBM227.FRFB.652 | Published | False          | False        | salmon_rnaseq_bulk     |          nan |              nan |
+------+-----------------+-----------+----------------+--------------+------------------------+--------------+------------------+