Created
February 25, 2021 20:06
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| import pandas as pd | |
| df = pd.read_csv('pgp.csv') | |
| df_multi_type = df[~pd.isna(df['Type']) & df['Type'].str.contains(';')] | |
| df_multi_type['Type'].count() # 148 multi-type PGPIDs | |
| df_multi_type[df_multi_type['Library'] == 'CUL']['Type'].count() # 75 PGPIDs multi-type from CUL | |
| # list 148 of PGPIDs | |
| 31166 | |
| 32188 | |
| 19012 | |
| 32262 | |
| 6261 | |
| 6276 | |
| 19310 | |
| 19318 | |
| 19329 | |
| 9324 | |
| 19452 | |
| 19461 | |
| 19706 | |
| 8915 | |
| 19821 | |
| 19835 | |
| 19836 | |
| 31511 | |
| 630 | |
| 5671 | |
| 29644 | |
| 29650 | |
| 29668 | |
| 10101 | |
| 11420 | |
| 11935 | |
| 11698 | |
| 12327 | |
| 11709 | |
| 12017 | |
| 11479 | |
| 11766 | |
| 11767 | |
| 11409 | |
| 12122 | |
| 11483 | |
| 12622 | |
| 11778 | |
| 10952 | |
| 11794 | |
| 12770 | |
| 12160 | |
| 10060 | |
| 10061 | |
| 11163 | |
| 11384 | |
| 11833 | |
| 11839 | |
| 11849 | |
| 11865 | |
| 12662 | |
| 12244 | |
| 31783 | |
| 31800 | |
| 28416 | |
| 28676 | |
| 28690 | |
| 28708 | |
| 28709 | |
| 26754 | |
| 26783 | |
| 26786 | |
| 26788 | |
| 26812 | |
| 27046 | |
| 18854 | |
| 27173 | |
| 32291 | |
| 32292 | |
| 32297 | |
| 32298 | |
| 11268 | |
| 27420 | |
| 31716 | |
| 2922 | |
| 2926 | |
| 2935 | |
| 9231 | |
| 7857 | |
| 3123 | |
| 3129 | |
| 7212 | |
| 3351 | |
| 5896 | |
| 8043 | |
| 1187 | |
| 30088 | |
| 3427 | |
| 3487 | |
| 1779 | |
| 1966 | |
| 1994 | |
| 2023 | |
| 20239 | |
| 8190 | |
| 8191 | |
| 20290 | |
| 8192 | |
| 20295 | |
| 20301 | |
| 20339 | |
| 20490 | |
| 21052 | |
| 21057 | |
| 21060 | |
| 21201 | |
| 8298 | |
| 8327 | |
| 22546 | |
| 22560 | |
| 32075 | |
| 22717 | |
| 9249 | |
| 23108 | |
| 23183 | |
| 23184 | |
| 23207 | |
| 32107 | |
| 32108 | |
| 30133 | |
| 23320 | |
| 23322 | |
| 23361 | |
| 23390 | |
| 8381 | |
| 23404 | |
| 23405 | |
| 23433 | |
| 8374 | |
| 23437 | |
| 23509 | |
| 23516 | |
| 23518 | |
| 25415 | |
| 25480 | |
| 25669 | |
| 26282 | |
| 26292 | |
| 26379 | |
| 26380 | |
| 26382 | |
| 26390 | |
| 1425 | |
| 2451 | |
| 27846 | |
| 6947 | |
| 28002 | |
| 28089 |
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