summaryrefslogtreecommitdiff
path: root/.config/ipython/profile_default/history.sqlite
blob: 294b3ed51bb7b3fd457f279e0919aac70a91417d (plain)
ofshex dumpascii
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4c80 00 00 00 00 00 00 00 07 04 01 01 01 03 04 79 07 04 01 01 01 03 03 78 07 04 01 01 01 03 02 77 06 ..............y.......x.......w.
4ca0 04 01 09 01 03 76 07 04 01 01 01 02 2a 75 07 04 01 01 01 02 29 74 07 04 01 01 01 02 28 73 07 04 .....v......*u......)t......(s..
4cc0 01 01 01 02 27 72 07 04 01 01 01 02 26 71 07 04 01 01 01 02 25 70 07 04 01 01 01 02 24 6f 07 04 ....'r......&q......%p......$o..
4ce0 01 01 01 02 23 6e 07 04 01 01 01 02 22 6d 07 04 01 01 01 02 21 6c 07 04 01 01 01 02 20 6b 07 04 ....#n......"m......!l.......k..
4d00 01 01 01 02 1f 6a 07 04 01 01 01 02 1e 69 07 04 01 01 01 02 1d 68 06 04 09 01 01 4b 67 07 04 01 .....j.......i.......h.....Kg...
4d20 01 01 02 1c 66 06 04 09 01 01 4a 65 06 04 09 01 01 49 64 06 04 09 01 01 48 63 06 04 09 01 01 47 ....f.....Je.....Id.....Hc.....G
4d40 62 06 04 09 01 01 46 61 06 04 09 01 01 45 60 06 04 09 01 01 44 5f 06 04 09 01 01 43 5e 06 04 09 b.....Fa.....E`.....D_.....C^...
4d60 01 01 42 5d 06 04 09 01 01 41 5c 06 04 09 01 01 40 5b 06 04 09 01 01 3f 5a 06 04 09 01 01 3e 59 ..B].....A\.....@[.....?Z.....>Y
4d80 06 04 09 01 01 3d 58 06 04 09 01 01 3c 57 06 04 09 01 01 3b 56 06 04 09 01 01 3a 55 06 04 09 01 .....=X.....<W.....;V.....:U....
4da0 01 39 54 06 04 09 01 01 38 53 06 04 09 01 01 37 52 06 04 09 01 01 36 51 06 04 09 01 01 35 50 06 .9T.....8S.....7R.....6Q.....5P.
4dc0 04 09 01 01 34 4f 06 04 09 01 01 33 4e 06 04 09 01 01 32 4d 06 04 09 01 01 31 4c 06 04 09 01 01 ....4O.....3N.....2M.....1L.....
4de0 30 4b 07 04 01 01 01 02 1b 4a 07 04 01 01 01 02 1a 49 07 04 01 01 01 02 19 48 07 04 01 01 01 02 0K.......J.......I.......H......
4e00 18 47 07 04 01 01 01 02 17 46 07 04 01 01 01 02 16 45 07 04 01 01 01 02 15 44 06 04 09 01 01 2f .G.......F.......E.......D...../
4e20 43 06 04 09 01 01 2e 42 06 04 09 01 01 2d 41 06 04 09 01 01 2c 40 06 04 09 01 01 2b 3f 07 04 01 C......B.....-A.....,@.....+?...
4e40 01 01 02 14 3e 07 04 01 01 01 02 13 3d 06 04 09 01 01 2a 3c 06 04 09 01 01 29 3b 06 04 09 01 01 ....>.......=.....*<.....);.....
4e60 28 3a 06 04 09 01 01 27 39 06 04 09 01 01 26 38 06 04 09 01 01 25 37 06 04 09 01 01 24 36 06 04 (:.....'9.....&8.....%7.....$6..
4e80 09 01 01 23 35 06 04 09 01 01 22 34 06 04 09 01 01 21 33 06 04 09 01 01 20 32 06 04 09 01 01 1f ...#5....."4.....!3......2......
4ea0 31 06 04 09 01 01 1e 30 06 04 09 01 01 1d 2f 06 04 09 01 01 1c 2e 06 04 09 01 01 1b 2d 06 04 09 1......0....../.............-...
4ec0 01 01 1a 2c 06 04 09 01 01 19 2b 06 04 09 01 01 18 2a 06 04 09 01 01 17 29 06 04 09 01 01 16 28 ...,......+......*......)......(
4ee0 06 04 09 01 01 15 27 06 04 09 01 01 14 26 06 04 09 01 01 13 25 06 04 09 01 01 12 24 06 04 09 01 ......'......&......%......$....
4f00 01 11 23 06 04 09 01 01 10 22 06 04 09 01 01 0f 21 06 04 09 01 01 0e 20 06 04 09 01 01 0d 1f 06 ..#......"......!...............
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6580 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
65a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
65c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
65e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6600 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6620 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6640 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6660 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
66a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
66c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
66e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6700 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6720 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6740 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6760 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6780 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
67a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
67c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
67e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6800 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6820 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6840 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6860 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6880 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
68a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
68c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
68e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6900 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6920 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6940 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
69a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
69c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
69e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6a00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6a20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6a40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6a60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6a80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6aa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ac0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ae0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6b00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6b20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6b40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6b60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6b80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ba0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6bc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6be0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6c00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6c20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6c40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6c60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6c80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ca0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6cc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ce0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6d00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6d20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6d40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6d60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6d80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6da0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6dc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6de0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6e00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6e20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6e40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6e60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6e80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ea0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ec0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6ee0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6f00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6f20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6f40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6f60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6f80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6fa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6fc0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
6fe0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
7000 0d 00 00 00 36 00 b6 00 0f cf 0f 83 0f 55 0f 09 0e a3 0e 3d 0d f1 0d e1 0d 99 0c d6 0c 89 0c 78 ....6........U.....=...........x
7020 0c 5b 0c 3a 0c 03 0b b6 0b 99 08 a3 08 7e 07 ee 07 60 07 51 07 08 06 b9 06 52 06 41 05 f8 05 dc .[.:.........~...`.Q.....R.A....
7040 05 96 05 7a 05 32 05 16 04 ec 04 ba 04 76 04 5a 04 12 04 04 03 e8 03 aa 03 8e 03 50 03 34 02 f6 ...z.2.......v.Z...........P.4..
7060 02 da 02 96 02 7a 02 3c 02 20 01 c2 01 a6 01 48 01 2c 00 b6 00 00 00 00 00 00 00 00 00 00 00 00 .....z.<.......H.,..............
7080 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
70a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 74 36 05 09 01 7b 7b 24 73 6e ......................t6...{{$sn
70c0 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 s.countplot([[1,.1,.0,.1],.[1,.0
70e0 2c 20 31 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c ,.1,.0]]);.plt.show()sns.countpl
7100 6f 74 28 5b 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 31 2c 20 30 5d 5d 29 ot([[1,.1,.0,.1],.[1,.0,.1,.0]])
7120 3b 20 70 6c 74 2e 73 68 6f 77 28 29 1a 35 05 09 01 21 21 23 70 6c 74 2e 73 68 6f 77 28 29 70 6c ;.plt.show().5...!!#plt.show()pl
7140 74 2e 73 68 6f 77 28 29 5c 34 05 09 01 63 63 22 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b t.show()\4...cc"sns.countplot([[
7160 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 31 2c 20 30 5d 5d 29 73 6e 73 2e 63 1,.1,.0,.1],.[1,.0,.1,.0]])sns.c
7180 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 31 ountplot([[1,.1,.0,.1],.[1,.0,.1
71a0 2c 20 30 5d 5d 29 1a 33 05 09 01 21 21 21 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 ,.0]]).3...!!!plt.show()plt.show
71c0 28 29 5c 32 05 09 01 63 63 20 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 31 2c 20 ()\2...cc.sns.countplot([[1,.1,.
71e0 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 31 2c 20 31 5d 5d 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 0,.1],.[1,.0,.1,.1]])sns.countpl
7200 6f 74 28 5b 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 31 2c 20 31 5d 5d 29 ot([[1,.1,.0,.1],.[1,.0,.1,.1]])
7220 1a 31 05 09 01 21 21 1f 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 3c 30 05 09 .1...!!.plt.show()plt.show()<0..
7240 01 43 43 1e 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 73 .CC.sns.countplot([1,.1,.0,.1])s
7260 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 1a 2f 05 09 01 21 ns.countplot([1,.1,.0,.1])./...!
7280 21 1d 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 42 2e 05 09 01 49 49 1c 73 6e !.plt.show()plt.show()B....II.sn
72a0 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 2c 20 30 5d 29 73 6e 73 2e s.countplot([1,.1,.0,.1,.0])sns.
72c0 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 2c 20 30 5d 29 1a 2d 05 09 01 21 countplot([1,.1,.0,.1,.0]).-...!
72e0 21 1b 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 3c 2c 05 09 01 43 43 1a 73 6e !.plt.show()plt.show()<,...CC.sn
7300 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 73 6e 73 2e 63 6f 75 s.countplot([1,.1,.0,.1])sns.cou
7320 6e 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 1a 2b 05 09 01 21 21 19 70 6c 74 2e ntplot([1,.1,.0,.1]).+...!!.plt.
7340 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 3c 2a 05 09 01 43 43 18 73 6e 73 2e 63 6f 75 6e show()plt.show()<*...CC.sns.coun
7360 74 70 6c 6f 74 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 tplot([1,.1,.0,.1])sns.countplot
7380 28 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 29 1a 29 05 09 01 21 21 17 70 6c 74 2e 73 68 6f 77 28 29 ([1,.1,.0,.1]).)...!!.plt.show()
73a0 70 6c 74 2e 73 68 6f 77 28 29 3c 28 05 09 01 43 43 16 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 plt.show()<(...CC.sns.countplot(
73c0 5b 31 2c 20 32 2c 20 33 2c 20 34 5d 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 31 2c 20 32 [1,.2,.3,.4])sns.countplot([1,.2
73e0 2c 20 33 2c 20 34 5d 29 1a 27 05 09 01 21 21 15 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 ,.3,.4]).'...!!.plt.show()plt.sh
7400 6f 77 28 29 0c 26 05 09 01 13 13 14 70 6c 74 70 6c 74 46 25 05 09 01 4d 4d 13 73 6e 73 2e 63 6f ow().&......pltpltF%...MM.sns.co
7420 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 6e 73 2e 63 6f untplot(data['skin_rash'])sns.co
7440 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 1a 24 05 09 01 21 untplot(data['skin_rash']).$...!
7460 21 12 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 42 23 05 09 01 49 49 11 73 6e !.plt.show()plt.show()B#...II.sn
7480 73 2e 62 61 72 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 6e 73 2e s.barplot(data['skin_rash'])sns.
74a0 62 61 72 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 30 22 05 09 01 37 barplot(data['skin_rash'])0"...7
74c0 37 10 78 20 3d 20 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 78 20 3d 20 64 61 74 61 5b 7.x.=.data['skin_rash']x.=.data[
74e0 27 73 6b 69 6e 5f 72 61 73 68 27 5d 28 21 05 09 01 2f 2f 0f 64 61 74 61 5b 27 73 6b 69 6e 5f 72 'skin_rash'](!...//.data['skin_r
7500 61 73 68 27 5d 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 1a 20 05 09 01 21 21 0e 70 6c ash']data['skin_rash'].....!!.pl
7520 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 46 1f 05 09 01 4d 4d 0d 73 6e 73 2e 63 6f t.show()plt.show()F....MM.sns.co
7540 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 6e 73 2e 63 6f untplot(data['skin_rash'])sns.co
7560 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 1a 1e 05 09 01 21 untplot(data['skin_rash']).....!
7580 21 0c 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 44 1d 05 09 01 4b 4b 0b 69 6d !.plt.show()plt.show()D....KK.im
75a0 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 69 6d 70 port.matplotlib.pyplot.as.pltimp
75c0 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 70 6c 74 1a 1c 05 09 ort.matplotlib.pyplot.as.plt....
75e0 01 21 21 0a 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 47 1b 05 01 01 4d 4d 02 .!!.plt.show()plt.show()G....MM.
7600 12 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d .sns.countplot(data['skin_rash']
7620 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d )sns.countplot(data['skin_rash']
7640 29 0f 1a 05 01 01 15 15 02 11 64 61 74 61 64 61 74 61 65 19 05 01 01 6b 6b 02 10 64 61 74 61 2e ).........datadatae....kk..data.
7660 64 72 6f 70 28 27 55 6e 6e 61 6d 65 64 3a 20 31 33 33 27 2c 20 61 78 69 73 3d 31 2c 20 69 6e 70 drop('Unnamed:.133',.axis=1,.inp
7680 6c 61 63 65 3d 54 72 75 65 29 64 61 74 61 2e 64 72 6f 70 28 27 55 6e 6e 61 6d 65 64 3a 20 31 33 lace=True)data.drop('Unnamed:.13
76a0 33 27 2c 20 61 78 69 73 3d 31 2c 20 69 6e 70 6c 61 63 65 3d 54 72 75 65 29 4d 18 05 01 01 53 53 3',.axis=1,.inplace=True)M....SS
76c0 02 0f 64 61 74 61 5b 27 55 6e 6e 61 6d 65 64 3a 20 31 33 33 27 5d 2e 76 61 6c 75 65 5f 63 6f 75 ..data['Unnamed:.133'].value_cou
76e0 6e 74 73 28 29 64 61 74 61 5b 27 55 6e 6e 61 6d 65 64 3a 20 31 33 33 27 5d 2e 76 61 6c 75 65 5f nts()data['Unnamed:.133'].value_
7700 63 6f 75 6e 74 73 28 29 47 17 05 01 01 4d 4d 02 0e 64 61 74 61 5b 27 70 72 6f 67 6e 6f 73 69 73 counts()G....MM..data['prognosis
7720 27 5d 2e 76 61 6c 75 65 5f 63 6f 75 6e 74 73 28 29 64 61 74 61 5b 27 70 72 6f 67 6e 6f 73 69 73 '].value_counts()data['prognosis
7740 27 5d 2e 76 61 6c 75 65 5f 63 6f 75 6e 74 73 28 29 0d 16 05 01 01 13 13 02 0d 6e 75 6d 6e 75 6d '].value_counts().........numnum
7760 81 0b 15 07 01 01 81 0f 81 0f 02 0c 6e 75 6d 20 3d 20 5b 63 6f 6c 20 66 6f 72 20 63 6f 6c 20 69 ............num.=.[col.for.col.i
7780 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 5b 63 6f 6c 5d 2e 64 74 79 70 n.data.columns.if.data[col].dtyp
77a0 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 6e 75 6d 20 3d 20 5b 63 6f 6c 20 66 6f 72 20 63 6f 6c 20 e.!=.'int64']num.=.[col.for.col.
77c0 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 5b 63 6f 6c 5d 2e 64 74 79 in.data.columns.if.data[col].dty
77e0 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 81 0d 14 07 01 01 81 11 81 11 02 0b 6e 75 6d 20 3d 20 pe.!=.'int64']............num.=.
7800 5b 63 6f 6c 20 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 [col.for.col.in.data.columns.if.
7820 64 61 74 61 5b 63 6f 6c 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 6b 6e 75 6d 20 data[col].dtype.!=.'int64']knum.
7840 3d 20 5b 63 6f 6c 20 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 =.[col.for.col.in.data.columns.i
7860 66 20 64 61 74 61 5b 63 6f 6c 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 6b 23 13 f.data[col].dtype.!=.'int64']k#.
7880 05 01 01 29 29 02 0a 64 65 73 63 72 69 62 65 28 64 61 74 61 29 64 65 73 63 72 69 62 65 28 64 61 ...))..describe(data)describe(da
78a0 74 61 29 85 73 12 07 01 01 85 77 85 77 02 09 64 65 66 20 64 65 73 63 72 69 62 65 28 64 61 74 61 ta).s.....w.w..def.describe(data
78c0 29 3a 0a 20 20 20 20 66 6f 72 6d 61 74 20 3d 20 22 25 2d 33 30 73 20 25 2d 31 30 73 20 25 36 73 ):.....format.=."%-30s.%-10s.%6s
78e0 20 25 36 73 20 25 73 22 0a 20 20 20 20 70 72 69 6e 74 28 66 6f 72 6d 61 74 20 25 28 22 43 6f 6c .%6s.%s".....print(format.%("Col
7900 75 6d 6e 20 4e 61 6d 65 22 2c 20 22 44 61 74 61 20 54 79 70 65 22 2c 20 22 4e 75 6c 6c 22 2c 20 umn.Name",."Data.Type",."Null",.
7920 22 55 6e 69 71 75 65 22 2c 20 22 55 6e 69 71 75 65 22 29 29 0a 20 20 20 20 70 72 69 6e 74 28 66 "Unique",."Unique")).....print(f
7940 6f 72 6d 61 74 20 25 28 22 22 2c 20 22 22 2c 20 22 43 6f 75 6e 74 22 2c 20 22 43 6f 75 6e 74 22 ormat.%("",."",."Count",."Count"
7960 2c 20 22 56 61 6c 75 65 73 22 29 29 0a 20 20 20 20 70 72 69 6e 74 28 27 2d 27 20 2a 20 36 35 29 ,."Values")).....print('-'.*.65)
7980 0a 20 20 20 20 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 3a 0a 20 20 .....for.col.in.data.columns:...
79a0 20 20 20 20 20 20 70 72 69 6e 74 28 66 6f 72 6d 61 74 20 25 28 63 6f 6c 2c 20 64 61 74 61 5b 63 ......print(format.%(col,.data[c
79c0 6f 6c 5d 2e 64 74 79 70 65 2c 20 64 61 74 61 5b 63 6f 6c 5d 2e 69 73 6e 75 6c 6c 28 29 2e 73 75 ol].dtype,.data[col].isnull().su
79e0 6d 28 29 2c 0a 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 61 74 61 5b m(),.......................data[
7a00 63 6f 6c 5d 2e 6e 75 6e 69 71 75 65 28 29 2c 20 64 61 74 61 5b 63 6f 6c 5d 2e 75 6e 69 71 75 65 col].nunique(),.data[col].unique
7a20 28 29 29 29 64 65 66 20 64 65 73 63 72 69 62 65 28 64 61 74 61 29 3a 0a 20 20 20 20 66 6f 72 6d ()))def.describe(data):.....form
7a40 61 74 20 3d 20 22 25 2d 33 30 73 20 25 2d 31 30 73 20 25 36 73 20 25 36 73 20 25 73 22 0a 20 20 at.=."%-30s.%-10s.%6s.%6s.%s"...
7a60 20 20 70 72 69 6e 74 28 66 6f 72 6d 61 74 20 25 28 22 43 6f 6c 75 6d 6e 20 4e 61 6d 65 22 2c 20 ..print(format.%("Column.Name",.
7a80 22 44 61 74 61 20 54 79 70 65 22 2c 20 22 4e 75 6c 6c 22 2c 20 22 55 6e 69 71 75 65 22 2c 20 22 "Data.Type",."Null",."Unique",."
7aa0 55 6e 69 71 75 65 22 29 29 0a 20 20 20 20 70 72 69 6e 74 28 66 6f 72 6d 61 74 20 25 28 22 22 2c Unique")).....print(format.%("",
7ac0 20 22 22 2c 20 22 43 6f 75 6e 74 22 2c 20 22 43 6f 75 6e 74 22 2c 20 22 56 61 6c 75 65 73 22 29 ."",."Count",."Count",."Values")
7ae0 29 0a 20 20 20 20 70 72 69 6e 74 28 27 2d 27 20 2a 20 36 35 29 0a 20 20 20 20 66 6f 72 20 63 6f ).....print('-'.*.65).....for.co
7b00 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 3a 0a 20 20 20 20 20 20 20 20 70 72 69 6e 74 l.in.data.columns:.........print
7b20 28 66 6f 72 6d 61 74 20 25 28 63 6f 6c 2c 20 64 61 74 61 5b 63 6f 6c 5d 2e 64 74 79 70 65 2c 20 (format.%(col,.data[col].dtype,.
7b40 64 61 74 61 5b 63 6f 6c 5d 2e 69 73 6e 75 6c 6c 28 29 2e 73 75 6d 28 29 2c 0a 20 20 20 20 20 20 data[col].isnull().sum(),.......
7b60 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 20 64 61 74 61 5b 63 6f 6c 5d 2e 6e 75 6e 69 71 75 ................data[col].nuniqu
7b80 65 28 29 2c 20 64 61 74 61 5b 63 6f 6c 5d 2e 75 6e 69 71 75 65 28 29 29 29 1b 11 05 01 01 21 21 e(),.data[col].unique())).....!!
7ba0 02 08 64 61 74 61 2e 73 68 61 70 65 64 61 74 61 2e 73 68 61 70 65 4b 10 05 01 01 51 51 02 07 64 ..data.shapedata.shapeK....QQ..d
7bc0 61 74 61 2e 64 72 6f 70 5f 64 75 70 6c 69 63 61 74 65 73 28 69 6e 70 6c 61 63 65 3d 54 72 75 65 ata.drop_duplicates(inplace=True
7be0 29 64 61 74 61 2e 64 72 6f 70 5f 64 75 70 6c 69 63 61 74 65 73 28 69 6e 70 6c 61 63 65 3d 54 72 )data.drop_duplicates(inplace=Tr
7c00 75 65 29 35 0f 05 01 01 3b 3b 02 06 64 61 74 61 2e 64 75 70 6c 69 63 61 74 65 64 28 29 2e 73 75 ue)5....;;..data.duplicated().su
7c20 6d 28 29 64 61 74 61 2e 64 75 70 6c 69 63 61 74 65 64 28 29 2e 73 75 6d 28 29 1f 0e 05 01 01 25 m()data.duplicated().sum().....%
7c40 25 02 05 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 1b 0d 05 01 01 %..data.columnsdata.columns.....
7c60 21 21 02 04 64 61 74 61 2e 73 68 61 70 65 64 61 74 61 2e 73 68 61 70 65 0f 0c 05 01 01 15 15 02 !!..data.shapedata.shape........
7c80 03 64 61 74 61 64 61 74 61 4b 0b 05 01 01 51 51 02 02 64 61 74 61 20 3d 20 70 64 2e 72 65 61 64 .datadataK....QQ..data.=.pd.read
7ca0 5f 63 73 76 28 27 54 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 64 61 74 61 20 3d 20 70 64 2e 72 65 _csv('Training.csv')data.=.pd.re
7cc0 61 64 5f 63 73 76 28 27 54 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 81 40 0a 07 01 09 81 45 81 45 ad_csv('Training.csv').@.....E.E
7ce0 02 69 6d 70 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 69 6d 70 6f 72 74 20 70 61 6e 64 61 .import.numpy.as.np.import.panda
7d00 73 20 61 73 20 70 64 0a 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 s.as.pd.import.matplotlib.pyplot
7d20 20 61 73 20 70 6c 74 0a 69 6d 70 6f 72 74 20 73 65 61 62 6f 72 6e 20 61 73 20 73 6e 73 69 6d 70 .as.plt.import.seaborn.as.snsimp
7d40 6f 72 74 20 6e 75 6d 70 79 20 61 73 20 6e 70 0a 69 6d 70 6f 72 74 20 70 61 6e 64 61 73 20 61 73 ort.numpy.as.np.import.pandas.as
7d60 20 70 64 0a 69 6d 70 6f 72 74 20 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 20 61 73 20 .pd.import.matplotlib.pyplot.as.
7d80 70 6c 74 0a 69 6d 70 6f 72 74 20 73 65 61 62 6f 72 6e 20 61 73 20 73 6e 73 46 09 05 09 01 4d 4d plt.import.seaborn.as.snsF....MM
7da0 09 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d .sns.countplot(data['skin_rash']
7dc0 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d )sns.countplot(data['skin_rash']
7de0 29 0e 08 05 09 01 15 15 08 64 61 74 61 64 61 74 61 4a 07 05 09 01 51 51 07 64 61 74 61 2e 64 72 )........datadataJ....QQ.data.dr
7e00 6f 70 5f 64 75 70 6c 69 63 61 74 65 73 28 69 6e 70 6c 61 63 65 3d 54 72 75 65 29 64 61 74 61 2e op_duplicates(inplace=True)data.
7e20 64 72 6f 70 5f 64 75 70 6c 69 63 61 74 65 73 28 69 6e 70 6c 61 63 65 3d 54 72 75 65 29 64 06 05 drop_duplicates(inplace=True)d..
7e40 09 01 6b 6b 06 64 61 74 61 2e 64 72 6f 70 28 27 55 6e 6e 61 6d 65 64 3a 20 31 33 33 27 2c 20 61 ..kk.data.drop('Unnamed:.133',.a
7e60 78 69 73 3d 31 2c 20 69 6e 70 6c 61 63 65 3d 54 72 75 65 29 64 61 74 61 2e 64 72 6f 70 28 27 55 xis=1,.inplace=True)data.drop('U
7e80 6e 6e 61 6d 65 64 3a 20 31 33 33 27 2c 20 61 78 69 73 3d 31 2c 20 69 6e 70 6c 61 63 65 3d 54 72 nnamed:.133',.axis=1,.inplace=Tr
7ea0 75 65 29 64 05 05 09 01 6b 6b 05 64 61 74 61 2e 64 72 6f 70 28 27 55 6e 6e 61 6d 65 64 3a 20 31 ue)d....kk.data.drop('Unnamed:.1
7ec0 33 33 27 2c 20 61 78 69 78 3d 31 2c 20 69 6e 70 6c 61 63 65 3d 54 72 75 65 29 64 61 74 61 2e 64 33',.axix=1,.inplace=True)data.d
7ee0 72 6f 70 28 27 55 6e 6e 61 6d 65 64 3a 20 31 33 33 27 2c 20 61 78 69 78 3d 31 2c 20 69 6e 70 6c rop('Unnamed:.133',.axix=1,.inpl
7f00 61 63 65 3d 54 72 75 65 29 4a 04 05 09 01 51 51 04 64 61 74 61 20 3d 20 70 64 2e 72 65 61 64 5f ace=True)J....QQ.data.=.pd.read_
7f20 63 73 76 28 27 54 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 64 61 74 61 20 3d 20 70 64 2e 72 65 61 csv('Training.csv')data.=.pd.rea
7f40 64 5f 63 73 76 28 27 54 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 2c 03 05 09 01 33 33 03 69 6d 70 d_csv('Training.csv'),....33.imp
7f60 6f 72 74 20 70 61 6e 64 61 73 20 61 73 20 70 64 69 6d 70 6f 72 74 20 70 61 6e 64 61 73 20 61 73 ort.pandas.as.pdimport.pandas.as
7f80 20 70 64 4a 02 05 09 01 51 51 02 64 61 74 61 20 3d 20 70 64 2e 72 65 61 64 5f 63 73 76 28 27 54 .pdJ....QQ.data.=.pd.read_csv('T
7fa0 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 64 61 74 61 20 3d 20 70 64 2e 72 65 61 64 5f 63 73 76 28 raining.csv')data.=.pd.read_csv(
7fc0 27 54 72 61 69 6e 69 6e 67 2e 63 73 76 27 29 2f 01 05 09 09 37 37 69 6d 70 6f 72 74 20 73 65 61 'Training.csv')/....77import.sea
7fe0 62 6f 72 6e 20 61 73 20 73 6e 73 69 6d 70 6f 72 74 20 73 65 61 62 6f 72 6e 20 61 73 20 73 6e 73 born.as.snsimport.seaborn.as.sns
8000 0d 00 00 00 35 00 b6 00 0f 8a 0f 14 0e 9e 0e 28 0d ca 0d ae 0d 3f 0c f6 0c 90 0c 48 0c 38 0c 1c ....5..........(.....?.....H.8..
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8060 03 d0 03 80 03 1c 02 b5 02 51 02 04 01 28 00 ff 00 b6 00 00 00 00 00 00 00 00 00 00 00 00 00 00 .........Q...(..................
8080 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
80a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 47 6b 05 01 01 4d 4d 02 20 73 ......................Gk...MM..s
80c0 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 ns.countplot(data['skin_rash'])s
80e0 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 27 ns.countplot(data['skin_rash'])'
8100 6a 05 01 01 2d 2d 02 1f 63 6f 75 6e 74 5f 70 6c 6f 74 28 64 61 74 61 29 63 6f 75 6e 74 5f 70 6c j...--..count_plot(data)count_pl
8120 6f 74 28 64 61 74 61 29 81 59 69 07 01 01 81 5d 81 5d 02 1e 64 65 66 20 63 6f 75 6e 74 5f 70 6c ot(data).Yi....].]..def.count_pl
8140 6f 74 28 64 61 74 61 29 3a 0a 20 20 20 20 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f ot(data):.....for.col.in.data.co
8160 6c 75 6d 6e 73 3a 0a 20 20 20 20 20 20 20 20 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 lumns:.........sns.countplot(dat
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81a0 63 6f 75 6e 74 5f 70 6c 6f 74 28 64 61 74 61 29 3a 0a 20 20 20 20 66 6f 72 20 63 6f 6c 20 69 6e count_plot(data):.....for.col.in
81c0 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 3a 0a 20 20 20 20 20 20 20 20 73 6e 73 2e 63 6f 75 6e 74 .data.columns:.........sns.count
81e0 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 63 6f 6c 29 0a 20 20 20 20 20 20 20 20 70 6c 74 2e 73 68 plot(data,.x=col).........plt.sh
8200 6f 77 28 29 4b 68 05 01 01 51 51 02 1d 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c ow()Kh...QQ..sns.countplot(data,
8220 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 .x='skin_rash')sns.countplot(dat
8240 61 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 62 67 05 09 01 69 69 4b 73 6e 73 2e 63 6f 75 a,.x='skin_rash')bg...iiKsns.cou
8260 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 3b 20 70 6c 74 ntplot(data,.x='skin_rash');.plt
8280 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b .show()sns.countplot(data,.x='sk
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82c0 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 2c 20 78 s.countplot(data['skin_rash'],.x
82e0 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b ='skin_rash')sns.countplot(data[
8300 27 73 6b 69 6e 5f 72 61 73 68 27 5d 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 62 65 05 09 'skin_rash'],.x='skin_rash')be..
8320 01 69 69 4a 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e 5f .iiJsns.countplot(data,.x='skin_
8340 72 61 73 68 27 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 rash');.plt.show()sns.countplot(
8360 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 data,.x='skin_rash');.plt.show()
8380 4e 64 05 09 01 55 55 49 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 30 29 Nd...UUIsns.countplot(data,.x=0)
83a0 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 ;.plt.show()sns.countplot(data,.
83c0 78 3d 30 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 14 63 05 09 01 1b 1b 48 74 79 70 65 28 78 29 74 x=0);.plt.show().c.....Htype(x)t
83e0 79 70 65 28 78 29 08 62 05 09 01 0f 0f 47 78 78 2e 61 05 09 01 35 35 46 78 20 3d 64 61 74 61 5b ype(x).b.....Gxx.a...55Fx.=data[
8400 27 73 6b 69 6e 5f 72 61 73 68 27 5d 78 20 3d 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 'skin_rash']x.=data['skin_rash']
8420 28 60 05 09 01 2f 2f 45 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 64 61 74 61 5b 27 73 (`...//Edata['skin_rash']data['s
8440 6b 69 6e 5f 72 61 73 68 27 5d 0c 5f 05 09 01 13 13 44 64 75 70 64 75 70 62 5e 05 09 01 69 69 43 kin_rash']._.....Ddupdupb^...iiC
8460 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 70 72 6f 67 6e 6f 73 69 73 sns.countplot(data,.x='prognosis
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84c0 01 67 67 42 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 70 72 6f 67 6e .ggBsns.countplot(data,.x='progn
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85a0 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 29 3b 20 70 6c lt.show()sns.countplot(data);.pl
85c0 74 2e 73 68 6f 77 28 29 81 08 5a 07 09 01 81 0d 81 0d 3f 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 t.show()..Z.......?sns.countplot
85e0 28 64 61 74 61 2c 20 78 3d 27 70 72 6f 67 6e 6f 73 69 73 27 2c 20 68 75 65 3d 27 64 69 61 6f 67 (data,.x='prognosis',.hue='diaog
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8660 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 70 72 6f 67 6e 6f 73 69 73 27 29 3b 20 70 ountplot(data,.x='prognosis');.p
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8720 68 6f 77 28 29 44 56 05 09 01 4b 4b 3b 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 29 how()DV...KK;sns.countplot(data)
8740 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 29 3b ;.plt.show()sns.countplot(data);
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87a0 6c 6f 74 28 78 2c 20 78 3d 27 78 27 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 56 54 05 09 01 5d 5d lot(x,.x='x');.plt.show()VT...]]
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87e0 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 78 2c 20 6f 72 69 65 6e 74 lt.show()sns.countplot(x,.orient
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8820 6e 74 70 6c 6f 74 28 78 2c 20 6f 72 69 65 6e 74 3d 27 78 27 29 3b 20 70 6c 74 2e 73 68 6f 77 28 ntplot(x,.orient='x');.plt.show(
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8860 6c 74 2e 73 68 6f 77 28 29 56 52 05 09 01 5d 5d 37 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 78 lt.show()VR...]]7sns.countplot(x
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8920 35 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 78 2c 20 6f 72 69 65 6e 74 3d 27 76 27 29 3b 20 70 5sns.countplot(x,.orient='v');.p
8940 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 78 2c 20 6f 72 69 65 6e 74 lt.show()sns.countplot(x,.orient
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8980 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 26 4e 05 09 01 2d 2d 33 73 6e 73 2e 63 6f 75 6e 74 70 6c w()plt.show()&N...--3sns.countpl
89a0 6f 74 28 78 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 78 29 42 4d 05 09 01 49 49 32 78 20 3d ot(x)sns.countplot(x)BM...II2x.=
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8a00 31 70 64 2e 53 65 72 69 65 73 28 5b 30 2c 20 30 2c 20 31 2c 20 30 2c 20 31 5d 29 70 64 2e 53 65 1pd.Series([0,.0,.1,.0,.1])pd.Se
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8a40 53 65 72 69 65 73 70 64 2e 53 65 72 69 65 73 4f 4a 05 01 01 55 55 02 1b 70 64 2e 73 65 74 5f 6f Seriespd.SeriesOJ...UU..pd.set_o
8a60 70 74 69 6f 6e 28 27 64 69 73 70 6c 61 79 2e 77 69 64 74 68 27 2c 20 31 30 30 30 29 70 64 2e 73 ption('display.width',.1000)pd.s
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8aa0 4f 49 05 01 01 55 55 02 1a 70 64 2e 67 65 74 5f 6f 70 74 69 6f 6e 28 27 64 69 73 70 6c 61 79 2e OI...UU..pd.get_option('display.
8ac0 6d 61 78 5f 63 6f 6c 75 6d 6e 73 27 29 70 64 2e 67 65 74 5f 6f 70 74 69 6f 6e 28 27 64 69 73 70 max_columns')pd.get_option('disp
8ae0 6c 61 79 2e 6d 61 78 5f 63 6f 6c 75 6d 6e 73 27 29 43 48 05 01 01 49 49 02 19 70 64 2e 67 65 74 lay.max_columns')CH...II..pd.get
8b00 5f 6f 70 74 69 6f 6e 28 27 64 69 73 70 6c 61 79 2e 77 69 64 74 68 27 29 70 64 2e 67 65 74 5f 6f _option('display.width')pd.get_o
8b20 70 74 69 6f 6e 28 27 64 69 73 70 6c 61 79 2e 77 69 64 74 68 27 29 23 47 05 01 01 29 29 02 18 64 ption('display.width')#G...))..d
8b40 65 73 63 72 69 62 65 28 64 61 74 61 29 64 65 73 63 72 69 62 65 28 64 61 74 61 29 23 46 05 01 01 escribe(data)describe(data)#F...
8b60 29 29 02 17 64 65 73 63 72 69 62 65 28 64 61 74 61 29 64 65 73 63 72 69 62 65 28 64 61 74 61 29 ))..describe(data)describe(data)
8b80 1f 45 05 01 01 25 25 02 16 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 64 61 74 61 2e 63 6f 6c 75 6d 6e .E...%%..data.columnsdata.column
8ba0 73 4f 44 05 01 01 55 55 02 15 70 64 2e 73 65 74 5f 6f 70 74 69 6f 6e 28 27 64 69 73 70 6c 61 79 sOD...UU..pd.set_option('display
8bc0 2e 77 69 64 74 68 27 2c 20 31 30 30 30 29 70 64 2e 73 65 74 5f 6f 70 74 69 6f 6e 28 27 64 69 73 .width',.1000)pd.set_option('dis
8be0 70 6c 61 79 2e 77 69 64 74 68 27 2c 20 31 30 30 30 29 28 43 05 09 01 2f 2f 2f 64 61 74 61 5b 27 play.width',.1000)(C...///data['
8c00 73 6b 69 6e 5f 72 61 73 68 27 5d 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 1a 42 05 09 skin_rash']data['skin_rash'].B..
8c20 01 21 21 2e 70 6c 74 2e 73 68 6f 77 28 29 70 6c 74 2e 73 68 6f 77 28 29 0e 41 05 09 01 15 15 2d .!!.plt.show()plt.show().A.....-
8c40 70 6c 74 2e 70 6c 74 2e 46 40 05 09 01 4d 4d 2c 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 plt.plt.F@...MM,sns.countplot(da
8c60 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 ta['skin_rash'])sns.countplot(da
8c80 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 64 3f 05 09 01 6b 6b 2b 73 6e 73 2e 63 6f 75 6e ta['skin_rash'])d?...kk+sns.coun
8ca0 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 2c 20 78 3d 27 73 6b 69 6e tplot(data['skin_rash'],.x='skin
8cc0 5f 72 61 73 68 27 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f _rash')sns.countplot(data['skin_
8ce0 72 61 73 68 27 5d 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 47 3e 05 01 01 4d 4d 02 14 73 rash'],.x='skin_rash')G>...MM..s
8d00 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 73 ns.countplot(data['skin_rash'])s
8d20 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 29 6d ns.countplot(data['skin_rash'])m
8d40 3d 05 01 01 73 73 02 13 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e =...ss..sns.countplot(data['skin
8d60 5f 72 61 73 68 27 5d 2c 20 6e 61 74 69 76 65 5f 73 63 61 6c 65 3d 54 72 75 65 29 73 6e 73 2e 63 _rash'],.native_scale=True)sns.c
8d80 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 5b 27 73 6b 69 6e 5f 72 61 73 68 27 5d 2c 20 6e 61 74 69 ountplot(data['skin_rash'],.nati
8da0 76 65 5f 73 63 61 6c 65 3d 54 72 75 65 29 1a 3c 05 09 01 21 21 2a 70 6c 74 2e 73 68 6f 77 28 29 ve_scale=True).<...!!*plt.show()
8dc0 70 6c 74 2e 73 68 6f 77 28 29 5c 3b 05 09 01 63 63 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 plt.show()\;...cc)sns.countplot(
8de0 5b 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 2c 20 5b 30 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 73 6e 73 [[1,.0,.0,.0],.[0,.0,.0,.0]])sns
8e00 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 2c 20 5b 30 2c 20 30 2c .countplot([[1,.0,.0,.0],.[0,.0,
8e20 20 30 2c 20 30 5d 5d 29 74 3a 05 09 01 7b 7b 28 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b .0,.0]])t:...{{(sns.countplot([[
8e40 31 2c 20 30 2c 20 30 2c 20 30 5d 2c 20 5b 30 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 1,.0,.0,.0],.[0,.0,.0,.0]]);.plt
8e60 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 .show()sns.countplot([[1,.0,.0,.
8e80 30 5d 2c 20 5b 30 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 74 39 0],.[0,.0,.0,.0]]);.plt.show()t9
8ea0 05 09 01 7b 7b 27 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 30 ...{{'sns.countplot([[1,.0,.0,.0
8ec0 5d 2c 20 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 ],.[1,.0,.0,.0]]);.plt.show()sns
8ee0 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 2c 20 5b 31 2c 20 30 2c .countplot([[1,.0,.0,.0],.[1,.0,
8f00 20 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 74 38 05 09 01 7b 7b 26 73 6e 73 2e .0,.0]]);.plt.show()t8...{{&sns.
8f20 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 countplot([[1,.0,.0,.1],.[1,.0,.
8f40 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 0,.0]]);.plt.show()sns.countplot
8f60 28 5b 5b 31 2c 20 30 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 ([[1,.0,.0,.1],.[1,.0,.0,.0]]);.
8f80 70 6c 74 2e 73 68 6f 77 28 29 74 37 05 09 01 7b 7b 25 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 plt.show()t7...{{%sns.countplot(
8fa0 5b 5b 31 2c 20 31 2c 20 30 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 70 [[1,.1,.0,.1],.[1,.0,.0,.0]]);.p
8fc0 6c 74 2e 73 68 6f 77 28 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 5b 5b 31 2c 20 31 2c 20 30 lt.show()sns.countplot([[1,.1,.0
8fe0 2c 20 31 5d 2c 20 5b 31 2c 20 30 2c 20 30 2c 20 30 5d 5d 29 3b 20 70 6c 74 2e 73 68 6f 77 28 29 ,.1],.[1,.0,.0,.0]]);.plt.show()
9000 0d 00 00 00 0e 0a e8 00 0f 7f 0f 70 0e f7 0e 6d 0d d7 0d 49 0c fc 0c af 0c 2e 0c 1f 0b fd 0b ad ...........p...m...I............
9020 0b 8a 0a e8 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9040 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9060 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9080 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
90a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
90c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
90e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9100 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9120 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9140 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9160 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9180 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
91a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
91c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
91e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9200 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9220 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9240 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9260 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9280 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
92a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
92c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
92e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9300 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9320 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9340 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9360 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9380 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
93a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
93c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
93e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9400 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9420 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9440 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9460 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9480 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
94a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
94c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
94e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9500 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9520 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9540 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9560 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9580 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
95a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
95c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
95e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9600 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9620 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9640 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9660 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9680 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
96a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
96c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
96e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9700 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9720 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9740 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9760 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9780 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
97a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
97c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
97e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9800 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9820 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9840 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9860 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9880 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
98a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
98c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
98e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9900 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9920 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9940 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9960 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9980 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
99a0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
99c0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
99e0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9a00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9a20 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9a40 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9a60 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9a80 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9aa0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9ac0 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 00 ................................
9ae0 00 00 00 00 00 00 00 00 81 1f 79 07 01 01 81 23 81 23 03 04 66 6f 72 20 70 72 6f 63 20 69 6e 20 ..........y....#.#..for.proc.in.
9b00 70 73 75 74 69 6c 2e 70 72 6f 63 65 73 73 5f 69 74 65 72 28 5b 27 70 69 64 27 2c 20 27 6e 61 6d psutil.process_iter(['pid',.'nam
9b20 65 27 5d 29 3a 0a 20 20 20 20 70 72 69 6e 74 28 70 72 6f 63 2e 69 6e 66 6f 29 0a 20 20 20 20 66 e']):.....print(proc.info).....f
9b40 6f 72 20 70 72 6f 63 20 69 6e 20 70 73 75 74 69 6c 2e 70 72 6f 63 65 73 73 5f 69 74 65 72 28 5b or.proc.in.psutil.process_iter([
9b60 27 70 69 64 27 2c 20 27 6e 61 6d 65 27 5d 29 3a 0a 20 20 20 20 70 72 69 6e 74 28 70 72 6f 63 2e 'pid',.'name']):.....print(proc.
9b80 69 6e 66 6f 29 0a 20 20 20 20 21 78 05 01 01 27 27 03 03 69 6d 70 6f 72 74 20 70 73 75 74 69 6c info).....!x...''..import.psutil
9ba0 69 6d 70 6f 72 74 20 70 73 75 74 69 6c 4e 77 05 01 01 77 31 03 02 67 65 74 5f 69 70 79 74 68 6f import.psutilNw...w1..get_ipytho
9bc0 6e 28 29 2e 72 75 6e 5f 6c 69 6e 65 5f 6d 61 67 69 63 28 27 70 69 70 27 2c 20 27 69 6e 73 74 61 n().run_line_magic('pip',.'insta
9be0 6c 6c 20 70 73 75 74 69 6c 27 29 70 69 70 20 69 6e 73 74 61 6c 6c 20 70 73 75 74 69 6c 20 76 05 ll.psutil')pip.install.psutil.v.
9c00 01 09 27 27 03 69 6d 70 6f 72 74 20 70 73 75 74 69 6c 69 6d 70 6f 72 74 20 70 73 75 74 69 6c 0d ..''.import.psutilimport.psutil.
9c20 75 05 01 01 13 13 02 2a 6e 75 6d 6e 75 6d 7f 74 07 01 01 81 03 81 03 02 29 6e 75 6d 20 3d 20 5b u......*numnum.t........)num.=.[
9c40 78 20 66 6f 72 20 78 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 5b x.for.x.in.data.columns.if.data[
9c60 78 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 6e 75 6d 20 3d 20 5b 78 20 66 6f 72 x].dtype.!=.'int64']num.=.[x.for
9c80 20 78 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 5b 78 5d 2e 64 74 .x.in.data.columns.if.data[x].dt
9ca0 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 4b 73 05 01 01 51 51 02 28 73 6e 73 2e 63 6f 75 6e ype.!=.'int64']Ks...QQ.(sns.coun
9cc0 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 73 6e 73 2e 63 6f tplot(data,.x='skin_rash')sns.co
9ce0 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e 5f 72 61 73 68 27 29 4b 72 05 01 untplot(data,.x='skin_rash')Kr..
9d00 01 51 51 02 27 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b 69 6e .QQ.'sns.countplot(data,.x='skin
9d20 5f 72 61 73 68 27 29 73 6e 73 2e 63 6f 75 6e 74 70 6c 6f 74 28 64 61 74 61 2c 20 78 3d 27 73 6b _rash')sns.countplot(data,.x='sk
9d40 69 6e 5f 72 61 73 68 27 29 81 0b 71 07 01 01 81 0f 81 0f 02 26 6e 75 6d 20 3d 20 5b 63 6f 6c 20 in_rash')..q........&num.=.[col.
9d60 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 5b for.col.in.data.columns.if.data[
9d80 63 6f 6c 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 6e 75 6d 20 3d 20 5b 63 6f 6c col].dtype.!=.'int64']num.=.[col
9da0 20 66 6f 72 20 63 6f 6c 20 69 6e 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 20 69 66 20 64 61 74 61 .for.col.in.data.columns.if.data
9dc0 5b 63 6f 6c 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 5d 81 13 70 07 01 01 81 17 81 [col].dtype.!=.'int64']..p......
9de0 17 02 25 70 72 69 6e 74 28 6c 69 73 74 28 66 69 6c 74 65 72 28 6c 61 6d 62 64 61 20 78 3a 20 64 ..%print(list(filter(lambda.x:.d
9e00 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 2c 20 64 61 74 61 2e 63 6f ata[x].dtype.!=.'int64',.data.co
9e20 6c 75 6d 6e 73 29 29 29 70 72 69 6e 74 28 6c 69 73 74 28 66 69 6c 74 65 72 28 6c 61 6d 62 64 61 lumns)))print(list(filter(lambda
9e40 20 78 3a 20 64 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 27 2c 20 64 61 .x:.data[x].dtype.!=.'int64',.da
9e60 74 61 2e 63 6f 6c 75 6d 6e 73 29 29 29 81 07 6f 07 01 01 81 0b 81 0b 02 24 70 72 69 6e 74 28 66 ta.columns)))..o........$print(f
9e80 69 6c 74 65 72 28 6c 61 6d 62 64 61 20 78 3a 20 64 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 3d ilter(lambda.x:.data[x].dtype.!=
9ea0 20 27 69 6e 74 36 34 27 2c 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 29 29 70 72 69 6e 74 28 66 69 .'int64',.data.columns))print(fi
9ec0 6c 74 65 72 28 6c 61 6d 62 64 61 20 78 3a 20 64 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 3d 20 lter(lambda.x:.data[x].dtype.!=.
9ee0 27 69 6e 74 36 34 27 2c 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 29 29 77 6e 05 01 01 7d 7d 02 23 'int64',.data.columns))wn...}}.#
9f00 66 69 6c 74 65 72 28 6c 61 6d 62 64 61 20 78 3a 20 64 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 filter(lambda.x:.data[x].dtype.!
9f20 3d 20 27 69 6e 74 36 34 27 2c 20 64 61 74 61 2e 63 6f 6c 75 6d 6e 73 29 66 69 6c 74 65 72 28 6c =.'int64',.data.columns)filter(l
9f40 61 6d 62 64 61 20 78 3a 20 64 61 74 61 5b 78 5d 2e 64 74 79 70 65 20 21 3d 20 27 69 6e 74 36 34 ambda.x:.data[x].dtype.!=.'int64
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generated by cgit v1.2.3 (git 2.39.1) at 2025-03-15 03:39:58 +0000