diff --git "a/raw_data/tabular_datasets/artifacts/data_core/tabular/c21/c21-dataset_profile.json" "b/raw_data/tabular_datasets/artifacts/data_core/tabular/c21/c21-dataset_profile.json" new file mode 100644--- /dev/null +++ "b/raw_data/tabular_datasets/artifacts/data_core/tabular/c21/c21-dataset_profile.json" @@ -0,0 +1,6411 @@ +{ + "version": "0.1.0", + "dataset_id": "c21", + "generated_at": "2026-02-24T18:11:02+00:00", + "source_files": { + "main": "original/tabular_datasets/c21/c21-main.csv", + "train": "original/tabular_datasets/c21/c21-train.csv", + "val": "original/tabular_datasets/c21/c21-val.csv", + "test": "original/tabular_datasets/c21/c21-test.csv" + }, + "row_counts": { + "main": 425240, + "train": 340192, + "val": 42524, + "test": 42524 + }, + "column_count": 79, + "columns": [ + "class", + "V1", + "V2", + "V3", + "V4", + "V5", + "V6", + "V7", + "V8", + "V9", + "V10", + "V11", + "V12", + "V13", + "V14", + "V15", + "V16", + "V17", + "V18", + "V19", + "V20", + "V21", + "V22", + "V23", + "V24", + "V25", + "V26", + "V27", + "V28", + "V29", + "V30", + "V31", + "V32", + "V33", + "V34", + "V35", + "V36", + "V37", + "V38", + "V39", + "V40", + "V41", + "V42", + "V43", + "V44", + "V45", + "V46", + "V47", + "V48", + "V49", + "V50", + "V51", + "V52", + "V53", + "V54", + "V55", + "V56", + "V57", + "V58", + "V59", + "V60", + "V61", + "V62", + "V63", + "V64", + "V65", + "V66", + "V67", + "V68", + "V69", + "V70", + "V71", + "V72", + "V73", + "V74", + "V75", + "V76", + "V77", + "V78" + ], + "column_profiles": { + "class": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 2, + "unique_ratio": 1e-05, + "sample_values": [ + "\"1\"", + "\"0\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1\"", + "count": 100177, + "ratio": 0.500885 + }, + { + "value": "\"0\"", + "count": 99823, + "ratio": 0.499115 + } + ] + }, + "V1": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 82931, + "missing_ratio": 0.414655, + "unique_count": 190, + "unique_ratio": 0.001623, + "sample_values": [ + "2", + "1", + "10", + "0", + "5" + ], + "warnings": [], + "min": 0.0, + "max": 816.0, + "mean": 3.972341, + "std": 10.456422, + "quantiles": { + "0.25": 0.0, + "0.5": 1.0, + "0.75": 4.0 + } + }, + "V2": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3418, + "unique_ratio": 0.01709, + "sample_values": [ + "0", + "-1", + "24", + "1", + "282" + ], + "warnings": [], + "min": -2.0, + "max": 12589.0, + "mean": 114.087075, + "std": 407.426782, + "quantiles": { + "0.25": 0.0, + "0.5": 3.0, + "0.75": 38.0 + } + }, + "V3": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 46487, + "missing_ratio": 0.232435, + "unique_count": 832, + "unique_ratio": 0.00542, + "sample_values": [ + "9", + "11", + "33", + "5", + "77" + ], + "warnings": [], + "min": 0.0, + "max": 65535.0, + "mean": 26.832379, + "std": 438.008753, + "quantiles": { + "0.25": 2.0, + "0.5": 6.0, + "0.75": 16.0 + } + }, + "V4": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 45231, + "missing_ratio": 0.226155, + "unique_count": 104, + "unique_ratio": 0.000672, + "sample_values": [ + "5", + "4", + "37", + "9", + "0" + ], + "warnings": [], + "min": 0.0, + "max": 321.0, + "mean": 6.966343, + "std": 8.359785, + "quantiles": { + "0.25": 2.0, + "0.5": 4.0, + "0.75": 9.0 + } + }, + "V5": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 3933, + "missing_ratio": 0.019665, + "unique_count": 32151, + "unique_ratio": 0.16398, + "sample_values": [ + "0", + "6736", + "20", + "1", + "13632" + ], + "warnings": [], + "min": 0.0, + "max": 2270600.0, + "mean": 15521.718504, + "std": 61490.110833, + "quantiles": { + "0.25": 178.0, + "0.5": 2211.0, + "0.75": 8602.0 + } + }, + "V6": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 37428, + "missing_ratio": 0.18714, + "unique_count": 2158, + "unique_ratio": 0.013274, + "sample_values": [ + "2", + "0", + "4", + "27", + "166" + ], + "warnings": [], + "min": 0.0, + "max": 17327.0, + "mean": 96.581392, + "std": 280.990044, + "quantiles": { + "0.25": 5.0, + "0.5": 25.0, + "0.75": 83.0 + } + }, + "V7": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7336, + "missing_ratio": 0.03668, + "unique_count": 899, + "unique_ratio": 0.004666, + "sample_values": [ + "12", + "6", + "5", + "11", + "1" + ], + "warnings": [], + "min": 0.0, + "max": 6605.0, + "mean": 19.38318, + "std": 70.730248, + "quantiles": { + "0.25": 1.0, + "0.5": 4.0, + "0.75": 14.0 + } + }, + "V8": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 88, + "missing_ratio": 0.00044, + "unique_count": 126, + "unique_ratio": 0.00063, + "sample_values": [ + "28", + "0", + "14", + "45", + "8" + ], + "warnings": [], + "min": 0.0, + "max": 515.0, + "mean": 12.195656, + "std": 13.500333, + "quantiles": { + "0.25": 2.0, + "0.5": 7.0, + "0.75": 19.0 + } + }, + "V9": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7336, + "missing_ratio": 0.03668, + "unique_count": 2000, + "unique_ratio": 0.010381, + "sample_values": [ + "80", + "10", + "79", + "61", + "681" + ], + "warnings": [], + "min": 0.0, + "max": 12768.0, + "mean": 107.952851, + "std": 222.921569, + "quantiles": { + "0.25": 10.0, + "0.5": 38.0, + "0.75": 112.0 + } + }, + "V10": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 82931, + "missing_ratio": 0.414655, + "unique_count": 9, + "unique_ratio": 7.7e-05, + "sample_values": [ + "1", + "0", + "2", + "3", + "5" + ], + "warnings": [ + "numeric_low_cardinality_codelike" + ], + "min": 0.0, + "max": 8.0, + "mean": 0.677515, + "std": 0.710816, + "quantiles": { + "0.25": 0.0, + "0.5": 1.0, + "0.75": 1.0 + } + }, + "V11": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7336, + "missing_ratio": 0.03668, + "unique_count": 114, + "unique_ratio": 0.000592, + "sample_values": [ + "5", + "2", + "1", + "0", + "8" + ], + "warnings": [], + "min": 0.0, + "max": 136.0, + "mean": 3.185323, + "std": 5.811675, + "quantiles": { + "0.25": 1.0, + "0.5": 1.0, + "0.75": 3.0 + } + }, + "V12": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 150922, + "missing_ratio": 0.75461, + "unique_count": 109, + "unique_ratio": 0.002221, + "sample_values": [ + "0", + "1", + "2", + "5", + "11" + ], + "warnings": [], + "min": 0.0, + "max": 154.0, + "mean": 1.240637, + "std": 5.504104, + "quantiles": { + "0.25": 0.0, + "0.5": 0.0, + "0.75": 1.0 + } + }, + "V13": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 45231, + "missing_ratio": 0.226155, + "unique_count": 189, + "unique_ratio": 0.001221, + "sample_values": [ + "2", + "4", + "9", + "0", + "5" + ], + "warnings": [], + "min": 0.0, + "max": 608.0, + "mean": 7.316724, + "std": 10.943421, + "quantiles": { + "0.25": 1.0, + "0.5": 4.0, + "0.75": 9.0 + } + }, + "V14": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 722, + "unique_ratio": 0.00361, + "sample_values": [ + "\"25\"", + "\"703\"", + "\"918\"", + "\"963\"", + "\"543\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"25\"", + "count": 100695, + "ratio": 0.503475 + }, + { + "value": "\"543\"", + "count": 33376, + "ratio": 0.16688 + }, + { + "value": "\"464\"", + "count": 16512, + "ratio": 0.08256 + }, + { + "value": "\"703\"", + "count": 9846, + "ratio": 0.04923 + }, + { + "value": "\"918\"", + "count": 6543, + "ratio": 0.032715 + }, + { + "value": "\"473\"", + "count": 4682, + "ratio": 0.02341 + }, + { + "value": "\"676\"", + "count": 3656, + "ratio": 0.01828 + }, + { + "value": "\"1184\"", + "count": 2779, + "ratio": 0.013895 + }, + { + "value": "\"290\"", + "count": 2235, + "ratio": 0.011175 + }, + { + "value": "\"847\"", + "count": 1696, + "ratio": 0.00848 + }, + { + "value": "\"767\"", + "count": 1503, + "ratio": 0.007515 + }, + { + "value": "\"109\"", + "count": 1293, + "ratio": 0.006465 + }, + { + "value": "\"174\"", + "count": 1043, + "ratio": 0.005215 + }, + { + "value": "\"43\"", + "count": 923, + "ratio": 0.004615 + }, + { + "value": "\"603\"", + "count": 822, + "ratio": 0.00411 + }, + { + "value": "\"340\"", + "count": 686, + "ratio": 0.00343 + }, + { + "value": "\"348\"", + "count": 631, + "ratio": 0.003155 + }, + { + "value": "\"639\"", + "count": 613, + "ratio": 0.003065 + }, + { + "value": "\"871\"", + "count": 525, + "ratio": 0.002625 + }, + { + "value": "\"89\"", + "count": 480, + "ratio": 0.0024 + } + ] + }, + "V15": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 532, + "unique_ratio": 0.00266, + "sample_values": [ + "\"88\"", + "\"442\"", + "\"200\"", + "\"128\"", + "\"190\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"126\"", + "count": 24281, + "ratio": 0.121405 + }, + { + "value": "\"68\"", + "count": 8125, + "ratio": 0.040625 + }, + { + "value": "\"71\"", + "count": 7859, + "ratio": 0.039295 + }, + { + "value": "\"88\"", + "count": 7222, + "ratio": 0.03611 + }, + { + "value": "\"128\"", + "count": 6895, + "ratio": 0.034475 + }, + { + "value": "\"177\"", + "count": 6101, + "ratio": 0.030505 + }, + { + "value": "\"149\"", + "count": 5751, + "ratio": 0.028755 + }, + { + "value": "\"27\"", + "count": 5601, + "ratio": 0.028005 + }, + { + "value": "\"200\"", + "count": 4869, + "ratio": 0.024345 + }, + { + "value": "\"290\"", + "count": 4311, + "ratio": 0.021555 + }, + { + "value": "\"277\"", + "count": 4029, + "ratio": 0.020145 + }, + { + "value": "\"13\"", + "count": 3752, + "ratio": 0.01876 + }, + { + "value": "\"323\"", + "count": 3688, + "ratio": 0.01844 + }, + { + "value": "\"99\"", + "count": 3198, + "ratio": 0.01599 + }, + { + "value": "\"23\"", + "count": 3131, + "ratio": 0.015655 + }, + { + "value": "\"522\"", + "count": 2721, + "ratio": 0.013605 + }, + { + "value": "\"367\"", + "count": 2461, + "ratio": 0.012305 + }, + { + "value": "\"493\"", + "count": 2361, + "ratio": 0.011805 + }, + { + "value": "\"143\"", + "count": 2116, + "ratio": 0.01058 + }, + { + "value": "\"228\"", + "count": 2082, + "ratio": 0.01041 + } + ] + }, + "V16": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 87740, + "unique_ratio": 0.4387, + "sample_values": [ + "\"311662\"", + "\"179917\"", + "\"72373\"", + "\"258229\"", + "\"112955\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"292636\"", + "count": 4547, + "ratio": 0.022735 + }, + { + "value": "\"249713\"", + "count": 2045, + "ratio": 0.010225 + }, + { + "value": "\"3968\"", + "count": 1762, + "ratio": 0.00881 + }, + { + "value": "\"204099\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"247058\"", + "count": 1651, + "ratio": 0.008255 + }, + { + "value": "\"239366\"", + "count": 1569, + "ratio": 0.007845 + }, + { + "value": "\"168639\"", + "count": 1408, + "ratio": 0.00704 + }, + { + "value": "\"176475\"", + "count": 1353, + "ratio": 0.006765 + }, + { + "value": "\"247077\"", + "count": 1327, + "ratio": 0.006635 + }, + { + "value": "\"156522\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"164159\"", + "count": 1067, + "ratio": 0.005335 + }, + { + "value": "\"96460\"", + "count": 1060, + "ratio": 0.0053 + }, + { + "value": "\"63088\"", + "count": 1032, + "ratio": 0.00516 + }, + { + "value": "\"112955\"", + "count": 944, + "ratio": 0.00472 + }, + { + "value": "\"311932\"", + "count": 803, + "ratio": 0.004015 + }, + { + "value": "\"218324\"", + "count": 730, + "ratio": 0.00365 + }, + { + "value": "\"14134\"", + "count": 712, + "ratio": 0.00356 + }, + { + "value": "\"281681\"", + "count": 679, + "ratio": 0.003395 + }, + { + "value": "\"94267\"", + "count": 667, + "ratio": 0.003335 + } + ] + }, + "V17": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 42882, + "unique_ratio": 0.21441, + "sample_values": [ + "\"16559\"", + "\"118218\"", + "\"71808\"", + "\"29812\"", + "\"86132\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"105969\"", + "count": 6310, + "ratio": 0.03155 + }, + { + "value": "\"22522\"", + "count": 4508, + "ratio": 0.02254 + }, + { + "value": "\"10395\"", + "count": 4246, + "ratio": 0.02123 + }, + { + "value": "\"114432\"", + "count": 3430, + "ratio": 0.01715 + }, + { + "value": "\"72943\"", + "count": 3290, + "ratio": 0.01645 + }, + { + "value": "\"135950\"", + "count": 2969, + "ratio": 0.014845 + }, + { + "value": "\"50994\"", + "count": 2097, + "ratio": 0.010485 + }, + { + "value": "\"57753\"", + "count": 2006, + "ratio": 0.01003 + }, + { + "value": "\"133934\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"108854\"", + "count": 1656, + "ratio": 0.00828 + }, + { + "value": "\"100141\"", + "count": 1353, + "ratio": 0.006765 + }, + { + "value": "\"35421\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"18724\"", + "count": 1119, + "ratio": 0.005595 + }, + { + "value": "\"76640\"", + "count": 1068, + "ratio": 0.00534 + }, + { + "value": "\"61063\"", + "count": 1068, + "ratio": 0.00534 + }, + { + "value": "\"84232\"", + "count": 1067, + "ratio": 0.005335 + }, + { + "value": "\"33760\"", + "count": 1047, + "ratio": 0.005235 + }, + { + "value": "\"124198\"", + "count": 959, + "ratio": 0.004795 + }, + { + "value": "\"86132\"", + "count": 944, + "ratio": 0.00472 + } + ] + }, + "V18": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 175, + "unique_ratio": 0.000875, + "sample_values": [ + "\"43\"", + "\"103\"", + "\"65\"", + "\"88\"", + "\"258\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"43\"", + "count": 134355, + "ratio": 0.671775 + }, + { + "value": "\"103\"", + "count": 31358, + "ratio": 0.15679 + }, + { + "value": "\"88\"", + "count": 12546, + "ratio": 0.06273 + }, + { + "value": "\"65\"", + "count": 6568, + "ratio": 0.03284 + }, + { + "value": "\"57\"", + "count": 3815, + "ratio": 0.019075 + }, + { + "value": "\"15\"", + "count": 2520, + "ratio": 0.0126 + }, + { + "value": "\"258\"", + "count": 1637, + "ratio": 0.008185 + }, + { + "value": "\"187\"", + "count": 1201, + "ratio": 0.006005 + }, + { + "value": "\"188\"", + "count": 965, + "ratio": 0.004825 + }, + { + "value": "\"259\"", + "count": 707, + "ratio": 0.003535 + }, + { + "value": "\"56\"", + "count": 546, + "ratio": 0.00273 + }, + { + "value": "\"116\"", + "count": 466, + "ratio": 0.00233 + }, + { + "value": "\"52\"", + "count": 383, + "ratio": 0.001915 + }, + { + "value": "\"151\"", + "count": 331, + "ratio": 0.001655 + }, + { + "value": "\"195\"", + "count": 220, + "ratio": 0.0011 + }, + { + "value": "\"256\"", + "count": 220, + "ratio": 0.0011 + }, + { + "value": "\"123\"", + "count": 201, + "ratio": 0.001005 + }, + { + "value": "\"181\"", + "count": 167, + "ratio": 0.000835 + }, + { + "value": "\"202\"", + "count": 159, + "ratio": 0.000795 + }, + { + "value": "\"106\"", + "count": 120, + "ratio": 0.0006 + } + ] + }, + "V19": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 13, + "unique_ratio": 6.5e-05, + "sample_values": [ + "\"5\"", + "\"14\"", + "\"6\"", + "\"NaN\"", + "\"3\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"6\"", + "count": 77782, + "ratio": 0.38891 + }, + { + "value": "\"14\"", + "count": 43644, + "ratio": 0.21822 + }, + { + "value": "\"16\"", + "count": 38962, + "ratio": 0.19481 + }, + { + "value": "\"NaN\"", + "count": 23624, + "ratio": 0.11812 + }, + { + "value": "\"5\"", + "count": 6060, + "ratio": 0.0303 + }, + { + "value": "\"1\"", + "count": 5942, + "ratio": 0.02971 + }, + { + "value": "\"3\"", + "count": 3933, + "ratio": 0.019665 + }, + { + "value": "\"11\"", + "count": 23, + "ratio": 0.000115 + }, + { + "value": "\"9\"", + "count": 14, + "ratio": 7e-05 + }, + { + "value": "\"13\"", + "count": 7, + "ratio": 3.5e-05 + }, + { + "value": "\"10\"", + "count": 6, + "ratio": 3e-05 + }, + { + "value": "\"15\"", + "count": 2, + "ratio": 1e-05 + }, + { + "value": "\"4\"", + "count": 1, + "ratio": 5e-06 + } + ] + }, + "V20": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 9109, + "unique_ratio": 0.045545, + "sample_values": [ + "\"6570\"", + "\"6972\"", + "\"5789\"", + "\"2922\"", + "\"7482\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1274\"", + "count": 4908, + "ratio": 0.02454 + }, + { + "value": "\"3154\"", + "count": 2408, + "ratio": 0.01204 + }, + { + "value": "\"9590\"", + "count": 2355, + "ratio": 0.011775 + }, + { + "value": "\"5033\"", + "count": 2244, + "ratio": 0.01122 + }, + { + "value": "\"2886\"", + "count": 1649, + "ratio": 0.008245 + }, + { + "value": "\"4215\"", + "count": 1509, + "ratio": 0.007545 + }, + { + "value": "\"5710\"", + "count": 1393, + "ratio": 0.006965 + }, + { + "value": "\"9154\"", + "count": 1235, + "ratio": 0.006175 + }, + { + "value": "\"11117\"", + "count": 1209, + "ratio": 0.006045 + }, + { + "value": "\"6354\"", + "count": 1201, + "ratio": 0.006005 + }, + { + "value": "\"7572\"", + "count": 1078, + "ratio": 0.00539 + }, + { + "value": "\"2542\"", + "count": 1059, + "ratio": 0.005295 + }, + { + "value": "\"5790\"", + "count": 1005, + "ratio": 0.005025 + }, + { + "value": "\"3347\"", + "count": 924, + "ratio": 0.00462 + }, + { + "value": "\"8982\"", + "count": 889, + "ratio": 0.004445 + }, + { + "value": "\"5995\"", + "count": 856, + "ratio": 0.00428 + }, + { + "value": "\"6799\"", + "count": 823, + "ratio": 0.004115 + }, + { + "value": "\"6290\"", + "count": 798, + "ratio": 0.00399 + }, + { + "value": "\"4967\"", + "count": 729, + "ratio": 0.003645 + }, + { + "value": "\"3120\"", + "count": 709, + "ratio": 0.003545 + } + ] + }, + "V21": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 338, + "unique_ratio": 0.00169, + "sample_values": [ + "\"69\"", + "\"21\"", + "\"34\"", + "\"200\"", + "\"322\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"21\"", + "count": 119274, + "ratio": 0.59637 + }, + { + "value": "\"200\"", + "count": 32985, + "ratio": 0.164925 + }, + { + "value": "\"69\"", + "count": 14860, + "ratio": 0.0743 + }, + { + "value": "\"111\"", + "count": 8153, + "ratio": 0.040765 + }, + { + "value": "\"8\"", + "count": 5104, + "ratio": 0.02552 + }, + { + "value": "\"176\"", + "count": 3616, + "ratio": 0.01808 + }, + { + "value": "\"438\"", + "count": 2485, + "ratio": 0.012425 + }, + { + "value": "\"217\"", + "count": 1946, + "ratio": 0.00973 + }, + { + "value": "\"239\"", + "count": 1423, + "ratio": 0.007115 + }, + { + "value": "\"322\"", + "count": 1190, + "ratio": 0.00595 + }, + { + "value": "\"79\"", + "count": 918, + "ratio": 0.00459 + }, + { + "value": "\"365\"", + "count": 761, + "ratio": 0.003805 + }, + { + "value": "\"228\"", + "count": 671, + "ratio": 0.003355 + }, + { + "value": "\"539\"", + "count": 556, + "ratio": 0.00278 + }, + { + "value": "\"363\"", + "count": 476, + "ratio": 0.00238 + }, + { + "value": "\"107\"", + "count": 435, + "ratio": 0.002175 + }, + { + "value": "\"352\"", + "count": 393, + "ratio": 0.001965 + }, + { + "value": "\"34\"", + "count": 302, + "ratio": 0.00151 + }, + { + "value": "\"152\"", + "count": 268, + "ratio": 0.00134 + }, + { + "value": "\"73\"", + "count": 250, + "ratio": 0.00125 + } + ] + }, + "V22": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3, + "unique_ratio": 1.5e-05, + "sample_values": [ + "\"3\"", + "\"1\"", + "\"2\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"3\"", + "count": 183101, + "ratio": 0.915505 + }, + { + "value": "\"1\"", + "count": 16876, + "ratio": 0.08438 + }, + { + "value": "\"2\"", + "count": 23, + "ratio": 0.000115 + } + ] + }, + "V23": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 16330, + "unique_ratio": 0.08165, + "sample_values": [ + "\"14052\"", + "\"25198\"", + "\"13744\"", + "\"8436\"", + "\"5979\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"7291\"", + "count": 42157, + "ratio": 0.210785 + }, + { + "value": "\"29724\"", + "count": 2911, + "ratio": 0.014555 + }, + { + "value": "\"31167\"", + "count": 1356, + "ratio": 0.00678 + }, + { + "value": "\"31020\"", + "count": 1050, + "ratio": 0.00525 + }, + { + "value": "\"8555\"", + "count": 1042, + "ratio": 0.00521 + }, + { + "value": "\"491\"", + "count": 1030, + "ratio": 0.00515 + }, + { + "value": "\"18295\"", + "count": 901, + "ratio": 0.004505 + }, + { + "value": "\"5980\"", + "count": 899, + "ratio": 0.004495 + }, + { + "value": "\"11370\"", + "count": 869, + "ratio": 0.004345 + }, + { + "value": "\"9125\"", + "count": 811, + "ratio": 0.004055 + }, + { + "value": "\"14052\"", + "count": 806, + "ratio": 0.00403 + }, + { + "value": "\"10097\"", + "count": 732, + "ratio": 0.00366 + }, + { + "value": "\"6130\"", + "count": 732, + "ratio": 0.00366 + }, + { + "value": "\"172\"", + "count": 720, + "ratio": 0.0036 + }, + { + "value": "\"5131\"", + "count": 673, + "ratio": 0.003365 + }, + { + "value": "\"30608\"", + "count": 655, + "ratio": 0.003275 + }, + { + "value": "\"12928\"", + "count": 636, + "ratio": 0.00318 + }, + { + "value": "\"26106\"", + "count": 608, + "ratio": 0.00304 + }, + { + "value": "\"28733\"", + "count": 592, + "ratio": 0.00296 + }, + { + "value": "\"7\"", + "count": 591, + "ratio": 0.002955 + } + ] + }, + "V24": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 4233, + "unique_ratio": 0.021165, + "sample_values": [ + "\"551\"", + "\"443\"", + "\"3580\"", + "\"2505\"", + "\"3440\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"2297\"", + "count": 7422, + "ratio": 0.03711 + }, + { + "value": "\"4412\"", + "count": 4013, + "ratio": 0.020065 + }, + { + "value": "\"1485\"", + "count": 3096, + "ratio": 0.01548 + }, + { + "value": "\"2505\"", + "count": 2764, + "ratio": 0.01382 + }, + { + "value": "\"3236\"", + "count": 2106, + "ratio": 0.01053 + }, + { + "value": "\"2731\"", + "count": 2085, + "ratio": 0.010425 + }, + { + "value": "\"3534\"", + "count": 2009, + "ratio": 0.010045 + }, + { + "value": "\"2486\"", + "count": 1778, + "ratio": 0.00889 + }, + { + "value": "\"3362\"", + "count": 1657, + "ratio": 0.008285 + }, + { + "value": "\"306\"", + "count": 1525, + "ratio": 0.007625 + }, + { + "value": "\"1711\"", + "count": 1513, + "ratio": 0.007565 + }, + { + "value": "\"1270\"", + "count": 1469, + "ratio": 0.007345 + }, + { + "value": "\"3257\"", + "count": 1447, + "ratio": 0.007235 + }, + { + "value": "\"3797\"", + "count": 1445, + "ratio": 0.007225 + }, + { + "value": "\"2300\"", + "count": 1428, + "ratio": 0.00714 + }, + { + "value": "\"4212\"", + "count": 1191, + "ratio": 0.005955 + }, + { + "value": "\"292\"", + "count": 1188, + "ratio": 0.00594 + }, + { + "value": "\"3741\"", + "count": 1148, + "ratio": 0.00574 + }, + { + "value": "\"2027\"", + "count": 1138, + "ratio": 0.00569 + }, + { + "value": "\"935\"", + "count": 996, + "ratio": 0.00498 + } + ] + }, + "V25": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 79809, + "unique_ratio": 0.399045, + "sample_values": [ + "\"232685\"", + "\"43230\"", + "\"169526\"", + "\"103198\"", + "\"129506\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"278863\"", + "count": 4547, + "ratio": 0.022735 + }, + { + "value": "\"132825\"", + "count": 4508, + "ratio": 0.02254 + }, + { + "value": "\"45050\"", + "count": 2045, + "ratio": 0.010225 + }, + { + "value": "\"179112\"", + "count": 1762, + "ratio": 0.00881 + }, + { + "value": "\"217046\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"66488\"", + "count": 1651, + "ratio": 0.008255 + }, + { + "value": "\"270188\"", + "count": 1569, + "ratio": 0.007845 + }, + { + "value": "\"198367\"", + "count": 1408, + "ratio": 0.00704 + }, + { + "value": "\"295588\"", + "count": 1353, + "ratio": 0.006765 + }, + { + "value": "\"280276\"", + "count": 1327, + "ratio": 0.006635 + }, + { + "value": "\"122405\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"313386\"", + "count": 1067, + "ratio": 0.005335 + }, + { + "value": "\"233554\"", + "count": 1060, + "ratio": 0.0053 + }, + { + "value": "\"41761\"", + "count": 1032, + "ratio": 0.00516 + }, + { + "value": "\"129506\"", + "count": 944, + "ratio": 0.00472 + }, + { + "value": "\"152016\"", + "count": 803, + "ratio": 0.004015 + }, + { + "value": "\"125979\"", + "count": 730, + "ratio": 0.00365 + }, + { + "value": "\"112375\"", + "count": 712, + "ratio": 0.00356 + }, + { + "value": "\"35794\"", + "count": 679, + "ratio": 0.003395 + } + ] + }, + "V26": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3016, + "unique_ratio": 0.01508, + "sample_values": [ + "\"1799\"", + "\"1721\"", + "\"2000\"", + "\"886\"", + "\"2200\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1138\"", + "count": 7422, + "ratio": 0.03711 + }, + { + "value": "\"662\"", + "count": 4511, + "ratio": 0.022555 + }, + { + "value": "\"1035\"", + "count": 3096, + "ratio": 0.01548 + }, + { + "value": "\"886\"", + "count": 3047, + "ratio": 0.015235 + }, + { + "value": "\"332\"", + "count": 2797, + "ratio": 0.013985 + }, + { + "value": "\"37\"", + "count": 2608, + "ratio": 0.01304 + }, + { + "value": "\"1469\"", + "count": 2437, + "ratio": 0.012185 + }, + { + "value": "\"1240\"", + "count": 2408, + "ratio": 0.01204 + }, + { + "value": "\"392\"", + "count": 2009, + "ratio": 0.010045 + }, + { + "value": "\"1416\"", + "count": 1745, + "ratio": 0.008725 + }, + { + "value": "\"1840\"", + "count": 1657, + "ratio": 0.008285 + }, + { + "value": "\"1670\"", + "count": 1618, + "ratio": 0.00809 + }, + { + "value": "\"2676\"", + "count": 1525, + "ratio": 0.007625 + }, + { + "value": "\"747\"", + "count": 1513, + "ratio": 0.007565 + }, + { + "value": "\"1705\"", + "count": 1494, + "ratio": 0.00747 + }, + { + "value": "\"1456\"", + "count": 1469, + "ratio": 0.007345 + }, + { + "value": "\"1546\"", + "count": 1455, + "ratio": 0.007275 + }, + { + "value": "\"2910\"", + "count": 1449, + "ratio": 0.007245 + }, + { + "value": "\"1495\"", + "count": 1209, + "ratio": 0.006045 + }, + { + "value": "\"1609\"", + "count": 1208, + "ratio": 0.00604 + } + ] + }, + "V27": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 26, + "unique_ratio": 0.00013, + "sample_values": [ + "\"3\"", + "\"5\"", + "\"18\"", + "\"1\"", + "\"26\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"3\"", + "count": 69673, + "ratio": 0.348365 + }, + { + "value": "\"18\"", + "count": 66798, + "ratio": 0.33399 + }, + { + "value": "\"5\"", + "count": 30869, + "ratio": 0.154345 + }, + { + "value": "\"10\"", + "count": 10411, + "ratio": 0.052055 + }, + { + "value": "\"20\"", + "count": 5938, + "ratio": 0.02969 + }, + { + "value": "\"1\"", + "count": 5621, + "ratio": 0.028105 + }, + { + "value": "\"26\"", + "count": 2021, + "ratio": 0.010105 + }, + { + "value": "\"13\"", + "count": 1995, + "ratio": 0.009975 + }, + { + "value": "\"8\"", + "count": 1948, + "ratio": 0.00974 + }, + { + "value": "\"21\"", + "count": 1485, + "ratio": 0.007425 + }, + { + "value": "\"17\"", + "count": 1080, + "ratio": 0.0054 + }, + { + "value": "\"25\"", + "count": 555, + "ratio": 0.002775 + }, + { + "value": "\"2\"", + "count": 328, + "ratio": 0.00164 + }, + { + "value": "\"22\"", + "count": 289, + "ratio": 0.001445 + }, + { + "value": "\"6\"", + "count": 253, + "ratio": 0.001265 + }, + { + "value": "\"12\"", + "count": 166, + "ratio": 0.00083 + }, + { + "value": "\"16\"", + "count": 121, + "ratio": 0.000605 + }, + { + "value": "\"14\"", + "count": 104, + "ratio": 0.00052 + }, + { + "value": "\"19\"", + "count": 81, + "ratio": 0.000405 + }, + { + "value": "\"7\"", + "count": 81, + "ratio": 0.000405 + } + ] + }, + "V28": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 6437, + "unique_ratio": 0.032185, + "sample_values": [ + "\"569\"", + "\"293\"", + "\"593\"", + "\"4120\"", + "\"4071\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1678\"", + "count": 3017, + "ratio": 0.015085 + }, + { + "value": "\"7779\"", + "count": 2273, + "ratio": 0.011365 + }, + { + "value": "\"569\"", + "count": 1773, + "ratio": 0.008865 + }, + { + "value": "\"593\"", + "count": 1737, + "ratio": 0.008685 + }, + { + "value": "\"2034\"", + "count": 1692, + "ratio": 0.00846 + }, + { + "value": "\"8315\"", + "count": 1582, + "ratio": 0.00791 + }, + { + "value": "\"5872\"", + "count": 1541, + "ratio": 0.007705 + }, + { + "value": "\"8969\"", + "count": 1499, + "ratio": 0.007495 + }, + { + "value": "\"6247\"", + "count": 1499, + "ratio": 0.007495 + }, + { + "value": "\"1830\"", + "count": 1435, + "ratio": 0.007175 + }, + { + "value": "\"2048\"", + "count": 1422, + "ratio": 0.00711 + }, + { + "value": "\"431\"", + "count": 1339, + "ratio": 0.006695 + }, + { + "value": "\"1973\"", + "count": 1333, + "ratio": 0.006665 + }, + { + "value": "\"9101\"", + "count": 1305, + "ratio": 0.006525 + }, + { + "value": "\"2275\"", + "count": 1301, + "ratio": 0.006505 + }, + { + "value": "\"2505\"", + "count": 1274, + "ratio": 0.00637 + }, + { + "value": "\"2664\"", + "count": 1267, + "ratio": 0.006335 + }, + { + "value": "\"8240\"", + "count": 1193, + "ratio": 0.005965 + }, + { + "value": "\"5110\"", + "count": 1151, + "ratio": 0.005755 + }, + { + "value": "\"3687\"", + "count": 1141, + "ratio": 0.005705 + } + ] + }, + "V29": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 64758, + "unique_ratio": 0.32379, + "sample_values": [ + "\"104939\"", + "\"40111\"", + "\"143256\"", + "\"67313\"", + "\"183143\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"126184\"", + "count": 4548, + "ratio": 0.02274 + }, + { + "value": "\"167684\"", + "count": 4508, + "ratio": 0.02254 + }, + { + "value": "\"233281\"", + "count": 2045, + "ratio": 0.010225 + }, + { + "value": "\"236903\"", + "count": 1969, + "ratio": 0.009845 + }, + { + "value": "\"51474\"", + "count": 1762, + "ratio": 0.00881 + }, + { + "value": "\"177696\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"173690\"", + "count": 1651, + "ratio": 0.008255 + }, + { + "value": "\"188875\"", + "count": 1569, + "ratio": 0.007845 + }, + { + "value": "\"47391\"", + "count": 1426, + "ratio": 0.00713 + }, + { + "value": "\"5094\"", + "count": 1353, + "ratio": 0.006765 + }, + { + "value": "\"17106\"", + "count": 1327, + "ratio": 0.006635 + }, + { + "value": "\"191639\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"189240\"", + "count": 1067, + "ratio": 0.005335 + }, + { + "value": "\"41099\"", + "count": 1060, + "ratio": 0.0053 + }, + { + "value": "\"84357\"", + "count": 1032, + "ratio": 0.00516 + }, + { + "value": "\"1594\"", + "count": 986, + "ratio": 0.00493 + }, + { + "value": "\"187464\"", + "count": 954, + "ratio": 0.00477 + }, + { + "value": "\"183143\"", + "count": 944, + "ratio": 0.00472 + }, + { + "value": "\"215980\"", + "count": 892, + "ratio": 0.00446 + } + ] + }, + "V30": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 10, + "unique_ratio": 5e-05, + "sample_values": [ + "\"5\"", + "\"10\"", + "\"9\"", + "\"3\"", + "\"1\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"10\"", + "count": 98551, + "ratio": 0.492755 + }, + { + "value": "\"1\"", + "count": 24865, + "ratio": 0.124325 + }, + { + "value": "\"9\"", + "count": 20802, + "ratio": 0.10401 + }, + { + "value": "\"5\"", + "count": 16687, + "ratio": 0.083435 + }, + { + "value": "\"7\"", + "count": 10008, + "ratio": 0.05004 + }, + { + "value": "\"4\"", + "count": 9368, + "ratio": 0.04684 + }, + { + "value": "\"6\"", + "count": 8641, + "ratio": 0.043205 + }, + { + "value": "\"2\"", + "count": 7141, + "ratio": 0.035705 + }, + { + "value": "\"3\"", + "count": 3933, + "ratio": 0.019665 + }, + { + "value": "\"8\"", + "count": 4, + "ratio": 2e-05 + } + ] + }, + "V31": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3048, + "unique_ratio": 0.01524, + "sample_values": [ + "\"2142\"", + "\"1336\"", + "\"3062\"", + "\"3955\"", + "\"2819\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"3707\"", + "count": 7006, + "ratio": 0.03503 + }, + { + "value": "\"631\"", + "count": 5751, + "ratio": 0.028755 + }, + { + "value": "\"2142\"", + "count": 5546, + "ratio": 0.02773 + }, + { + "value": "\"3062\"", + "count": 4869, + "ratio": 0.024345 + }, + { + "value": "\"1433\"", + "count": 4028, + "ratio": 0.02014 + }, + { + "value": "\"1419\"", + "count": 3887, + "ratio": 0.019435 + }, + { + "value": "\"1979\"", + "count": 3675, + "ratio": 0.018375 + }, + { + "value": "\"889\"", + "count": 3408, + "ratio": 0.01704 + }, + { + "value": "\"1368\"", + "count": 2954, + "ratio": 0.01477 + }, + { + "value": "\"1918\"", + "count": 2322, + "ratio": 0.01161 + }, + { + "value": "\"1759\"", + "count": 2108, + "ratio": 0.01054 + }, + { + "value": "\"3697\"", + "count": 2068, + "ratio": 0.01034 + }, + { + "value": "\"4081\"", + "count": 1849, + "ratio": 0.009245 + }, + { + "value": "\"7\"", + "count": 1781, + "ratio": 0.008905 + }, + { + "value": "\"3650\"", + "count": 1692, + "ratio": 0.00846 + }, + { + "value": "\"3595\"", + "count": 1644, + "ratio": 0.00822 + }, + { + "value": "\"2974\"", + "count": 1633, + "ratio": 0.008165 + }, + { + "value": "\"885\"", + "count": 1613, + "ratio": 0.008065 + }, + { + "value": "\"2780\"", + "count": 1556, + "ratio": 0.00778 + }, + { + "value": "\"309\"", + "count": 1475, + "ratio": 0.007375 + } + ] + }, + "V32": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 1454, + "unique_ratio": 0.00727, + "sample_values": [ + "\"810\"", + "\"224\"", + "\"378\"", + "\"NaN\"", + "\"57\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90421, + "ratio": 0.452105 + }, + { + "value": "\"224\"", + "count": 65883, + "ratio": 0.329415 + }, + { + "value": "\"602\"", + "count": 4026, + "ratio": 0.02013 + }, + { + "value": "\"646\"", + "count": 1583, + "ratio": 0.007915 + }, + { + "value": "\"810\"", + "count": 1517, + "ratio": 0.007585 + }, + { + "value": "\"1080\"", + "count": 1505, + "ratio": 0.007525 + }, + { + "value": "\"195\"", + "count": 1040, + "ratio": 0.0052 + }, + { + "value": "\"1495\"", + "count": 899, + "ratio": 0.004495 + }, + { + "value": "\"1702\"", + "count": 887, + "ratio": 0.004435 + }, + { + "value": "\"194\"", + "count": 576, + "ratio": 0.00288 + }, + { + "value": "\"489\"", + "count": 568, + "ratio": 0.00284 + }, + { + "value": "\"318\"", + "count": 509, + "ratio": 0.002545 + }, + { + "value": "\"338\"", + "count": 463, + "ratio": 0.002315 + }, + { + "value": "\"1629\"", + "count": 426, + "ratio": 0.00213 + }, + { + "value": "\"1167\"", + "count": 425, + "ratio": 0.002125 + }, + { + "value": "\"36\"", + "count": 410, + "ratio": 0.00205 + }, + { + "value": "\"50\"", + "count": 409, + "ratio": 0.002045 + }, + { + "value": "\"796\"", + "count": 404, + "ratio": 0.00202 + }, + { + "value": "\"255\"", + "count": 387, + "ratio": 0.001935 + }, + { + "value": "\"1092\"", + "count": 386, + "ratio": 0.00193 + } + ] + }, + "V33": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 4, + "unique_ratio": 2e-05, + "sample_values": [ + "\"3\"", + "\"1\"", + "\"NaN\"", + "\"4\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90421, + "ratio": 0.452105 + }, + { + "value": "\"4\"", + "count": 38843, + "ratio": 0.194215 + }, + { + "value": "\"3\"", + "count": 35894, + "ratio": 0.17947 + }, + { + "value": "\"1\"", + "count": 34842, + "ratio": 0.17421 + } + ] + }, + "V34": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 73335, + "unique_ratio": 0.366675, + "sample_values": [ + "\"144851\"", + "\"238670\"", + "\"267271\"", + "\"29433\"", + "\"251932\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"102\"", + "count": 4547, + "ratio": 0.022735 + }, + { + "value": "\"128357\"", + "count": 4508, + "ratio": 0.02254 + }, + { + "value": "\"88786\"", + "count": 2045, + "ratio": 0.010225 + }, + { + "value": "\"273713\"", + "count": 1969, + "ratio": 0.009845 + }, + { + "value": "\"257814\"", + "count": 1762, + "ratio": 0.00881 + }, + { + "value": "\"4665\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"44342\"", + "count": 1651, + "ratio": 0.008255 + }, + { + "value": "\"107330\"", + "count": 1569, + "ratio": 0.007845 + }, + { + "value": "\"251390\"", + "count": 1408, + "ratio": 0.00704 + }, + { + "value": "\"250128\"", + "count": 1353, + "ratio": 0.006765 + }, + { + "value": "\"130103\"", + "count": 1327, + "ratio": 0.006635 + }, + { + "value": "\"108907\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"172960\"", + "count": 1067, + "ratio": 0.005335 + }, + { + "value": "\"48981\"", + "count": 1060, + "ratio": 0.0053 + }, + { + "value": "\"218794\"", + "count": 1032, + "ratio": 0.00516 + }, + { + "value": "\"37970\"", + "count": 986, + "ratio": 0.00493 + }, + { + "value": "\"251932\"", + "count": 944, + "ratio": 0.00472 + }, + { + "value": "\"49027\"", + "count": 803, + "ratio": 0.004015 + }, + { + "value": "\"229813\"", + "count": 730, + "ratio": 0.00365 + } + ] + }, + "V35": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 11, + "unique_ratio": 5.5e-05, + "sample_values": [ + "\"NaN\"", + "\"11\"", + "\"9\"", + "\"7\"", + "\"5\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 150128, + "ratio": 0.75064 + }, + { + "value": "\"9\"", + "count": 29568, + "ratio": 0.14784 + }, + { + "value": "\"11\"", + "count": 16733, + "ratio": 0.083665 + }, + { + "value": "\"5\"", + "count": 1590, + "ratio": 0.00795 + }, + { + "value": "\"7\"", + "count": 1055, + "ratio": 0.005275 + }, + { + "value": "\"10\"", + "count": 799, + "ratio": 0.003995 + }, + { + "value": "\"12\"", + "count": 55, + "ratio": 0.000275 + }, + { + "value": "\"6\"", + "count": 51, + "ratio": 0.000255 + }, + { + "value": "\"4\"", + "count": 19, + "ratio": 9.5e-05 + }, + { + "value": "\"3\"", + "count": 1, + "ratio": 5e-06 + }, + { + "value": "\"2\"", + "count": 1, + "ratio": 5e-06 + } + ] + }, + "V36": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 14, + "unique_ratio": 7e-05, + "sample_values": [ + "\"2\"", + "\"4\"", + "\"11\"", + "\"8\"", + "\"3\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"2\"", + "count": 88850, + "ratio": 0.44425 + }, + { + "value": "\"3\"", + "count": 38347, + "ratio": 0.191735 + }, + { + "value": "\"4\"", + "count": 27405, + "ratio": 0.137025 + }, + { + "value": "\"10\"", + "count": 13816, + "ratio": 0.06908 + }, + { + "value": "\"13\"", + "count": 11092, + "ratio": 0.05546 + }, + { + "value": "\"11\"", + "count": 8963, + "ratio": 0.044815 + }, + { + "value": "\"5\"", + "count": 4912, + "ratio": 0.02456 + }, + { + "value": "\"14\"", + "count": 3215, + "ratio": 0.016075 + }, + { + "value": "\"8\"", + "count": 1424, + "ratio": 0.00712 + }, + { + "value": "\"12\"", + "count": 1080, + "ratio": 0.0054 + }, + { + "value": "\"7\"", + "count": 694, + "ratio": 0.00347 + }, + { + "value": "\"9\"", + "count": 178, + "ratio": 0.00089 + }, + { + "value": "\"6\"", + "count": 13, + "ratio": 6.5e-05 + }, + { + "value": "\"1\"", + "count": 11, + "ratio": 5.5e-05 + } + ] + }, + "V37": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 17836, + "unique_ratio": 0.08918, + "sample_values": [ + "\"12348\"", + "\"27051\"", + "\"11075\"", + "\"31256\"", + "\"16811\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"11075\"", + "count": 10046, + "ratio": 0.05023 + }, + { + "value": "\"31333\"", + "count": 9809, + "ratio": 0.049045 + }, + { + "value": "\"10245\"", + "count": 8504, + "ratio": 0.04252 + }, + { + "value": "\"4082\"", + "count": 7743, + "ratio": 0.038715 + }, + { + "value": "\"NaN\"", + "count": 7053, + "ratio": 0.035265 + }, + { + "value": "\"12092\"", + "count": 4796, + "ratio": 0.02398 + }, + { + "value": "\"38828\"", + "count": 4122, + "ratio": 0.02061 + }, + { + "value": "\"25245\"", + "count": 3743, + "ratio": 0.018715 + }, + { + "value": "\"30534\"", + "count": 3529, + "ratio": 0.017645 + }, + { + "value": "\"25035\"", + "count": 2782, + "ratio": 0.01391 + }, + { + "value": "\"31150\"", + "count": 2746, + "ratio": 0.01373 + }, + { + "value": "\"37908\"", + "count": 2695, + "ratio": 0.013475 + }, + { + "value": "\"38905\"", + "count": 2372, + "ratio": 0.01186 + }, + { + "value": "\"24909\"", + "count": 1788, + "ratio": 0.00894 + }, + { + "value": "\"18830\"", + "count": 1777, + "ratio": 0.008885 + }, + { + "value": "\"33716\"", + "count": 1741, + "ratio": 0.008705 + }, + { + "value": "\"8183\"", + "count": 1372, + "ratio": 0.00686 + }, + { + "value": "\"40083\"", + "count": 1340, + "ratio": 0.0067 + }, + { + "value": "\"11795\"", + "count": 1211, + "ratio": 0.006055 + }, + { + "value": "\"8905\"", + "count": 1087, + "ratio": 0.005435 + } + ] + }, + "V38": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 55, + "unique_ratio": 0.000275, + "sample_values": [ + "\"59\"", + "\"31\"", + "\"39\"", + "\"1\"", + "\"NaN\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90421, + "ratio": 0.452105 + }, + { + "value": "\"1\"", + "count": 26750, + "ratio": 0.13375 + }, + { + "value": "\"56\"", + "count": 19613, + "ratio": 0.098065 + }, + { + "value": "\"59\"", + "count": 15812, + "ratio": 0.07906 + }, + { + "value": "\"48\"", + "count": 8773, + "ratio": 0.043865 + }, + { + "value": "\"8\"", + "count": 6729, + "ratio": 0.033645 + }, + { + "value": "\"39\"", + "count": 6298, + "ratio": 0.03149 + }, + { + "value": "\"13\"", + "count": 6260, + "ratio": 0.0313 + }, + { + "value": "\"61\"", + "count": 6135, + "ratio": 0.030675 + }, + { + "value": "\"2\"", + "count": 3837, + "ratio": 0.019185 + }, + { + "value": "\"47\"", + "count": 1424, + "ratio": 0.00712 + }, + { + "value": "\"15\"", + "count": 1300, + "ratio": 0.0065 + }, + { + "value": "\"43\"", + "count": 1258, + "ratio": 0.00629 + }, + { + "value": "\"40\"", + "count": 858, + "ratio": 0.00429 + }, + { + "value": "\"31\"", + "count": 663, + "ratio": 0.003315 + }, + { + "value": "\"30\"", + "count": 529, + "ratio": 0.002645 + }, + { + "value": "\"46\"", + "count": 421, + "ratio": 0.002105 + }, + { + "value": "\"49\"", + "count": 381, + "ratio": 0.001905 + }, + { + "value": "\"4\"", + "count": 378, + "ratio": 0.00189 + }, + { + "value": "\"14\"", + "count": 329, + "ratio": 0.001645 + } + ] + }, + "V39": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 17118, + "unique_ratio": 0.08559, + "sample_values": [ + "\"33704\"", + "\"31463\"", + "\"11980\"", + "\"32357\"", + "\"NaN\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1\"", + "count": 72151, + "ratio": 0.360755 + }, + { + "value": "\"NaN\"", + "count": 18270, + "ratio": 0.09135 + }, + { + "value": "\"11981\"", + "count": 6318, + "ratio": 0.03159 + }, + { + "value": "\"33211\"", + "count": 3439, + "ratio": 0.017195 + }, + { + "value": "\"7766\"", + "count": 2698, + "ratio": 0.01349 + }, + { + "value": "\"32232\"", + "count": 2191, + "ratio": 0.010955 + }, + { + "value": "\"28199\"", + "count": 2130, + "ratio": 0.01065 + }, + { + "value": "\"11980\"", + "count": 1492, + "ratio": 0.00746 + }, + { + "value": "\"25129\"", + "count": 1422, + "ratio": 0.00711 + }, + { + "value": "\"17599\"", + "count": 1262, + "ratio": 0.00631 + }, + { + "value": "\"30498\"", + "count": 1157, + "ratio": 0.005785 + }, + { + "value": "\"18831\"", + "count": 987, + "ratio": 0.004935 + }, + { + "value": "\"7765\"", + "count": 844, + "ratio": 0.00422 + }, + { + "value": "\"30749\"", + "count": 819, + "ratio": 0.004095 + }, + { + "value": "\"33210\"", + "count": 809, + "ratio": 0.004045 + }, + { + "value": "\"25254\"", + "count": 679, + "ratio": 0.003395 + }, + { + "value": "\"32231\"", + "count": 650, + "ratio": 0.00325 + }, + { + "value": "\"2939\"", + "count": 635, + "ratio": 0.003175 + }, + { + "value": "\"14019\"", + "count": 609, + "ratio": 0.003045 + }, + { + "value": "\"31481\"", + "count": 598, + "ratio": 0.00299 + } + ] + }, + "V40": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7374, + "missing_ratio": 0.03687, + "unique_count": 886, + "unique_ratio": 0.0046, + "sample_values": [ + "196", + "2", + "4", + "16", + "5" + ], + "warnings": [], + "min": 0.0, + "max": 6605.0, + "mean": 19.398051, + "std": 71.561114, + "quantiles": { + "0.25": 1.0, + "0.5": 4.0, + "0.75": 14.0 + } + }, + "V41": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 4, + "unique_ratio": 2e-05, + "sample_values": [ + "\"4\"", + "\"NaN\"", + "\"3\"", + "\"1\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90566, + "ratio": 0.45283 + }, + { + "value": "\"4\"", + "count": 38875, + "ratio": 0.194375 + }, + { + "value": "\"3\"", + "count": 35935, + "ratio": 0.179675 + }, + { + "value": "\"1\"", + "count": 34624, + "ratio": 0.17312 + } + ] + }, + "V42": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 99, + "missing_ratio": 0.000495, + "unique_count": 117, + "unique_ratio": 0.000585, + "sample_values": [ + "39", + "0", + "2", + "5", + "8" + ], + "warnings": [], + "min": 0.0, + "max": 811.0, + "mean": 12.219884, + "std": 13.666049, + "quantiles": { + "0.25": 2.0, + "0.5": 7.0, + "0.75": 19.0 + } + }, + "V43": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 37509, + "missing_ratio": 0.187545, + "unique_count": 2169, + "unique_ratio": 0.013348, + "sample_values": [ + "7", + "141", + "290", + "329", + "28" + ], + "warnings": [], + "min": 0.0, + "max": 17327.0, + "mean": 96.918986, + "std": 276.995158, + "quantiles": { + "0.25": 6.0, + "0.5": 25.0, + "0.75": 83.0 + } + }, + "V44": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 64441, + "unique_ratio": 0.322205, + "sample_values": [ + "\"54507\"", + "\"206594\"", + "\"194372\"", + "\"41540\"", + "\"150404\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7095, + "ratio": 0.035475 + }, + { + "value": "\"167684\"", + "count": 4498, + "ratio": 0.02249 + }, + { + "value": "\"126184\"", + "count": 4433, + "ratio": 0.022165 + }, + { + "value": "\"233281\"", + "count": 2068, + "ratio": 0.01034 + }, + { + "value": "\"236903\"", + "count": 1933, + "ratio": 0.009665 + }, + { + "value": "\"51474\"", + "count": 1783, + "ratio": 0.008915 + }, + { + "value": "\"177696\"", + "count": 1769, + "ratio": 0.008845 + }, + { + "value": "\"173690\"", + "count": 1710, + "ratio": 0.00855 + }, + { + "value": "\"188875\"", + "count": 1588, + "ratio": 0.00794 + }, + { + "value": "\"47391\"", + "count": 1419, + "ratio": 0.007095 + }, + { + "value": "\"5094\"", + "count": 1364, + "ratio": 0.00682 + }, + { + "value": "\"17106\"", + "count": 1282, + "ratio": 0.00641 + }, + { + "value": "\"191639\"", + "count": 1224, + "ratio": 0.00612 + }, + { + "value": "\"189240\"", + "count": 1097, + "ratio": 0.005485 + }, + { + "value": "\"41099\"", + "count": 1064, + "ratio": 0.00532 + }, + { + "value": "\"84357\"", + "count": 1015, + "ratio": 0.005075 + }, + { + "value": "\"1594\"", + "count": 1010, + "ratio": 0.00505 + }, + { + "value": "\"187464\"", + "count": 975, + "ratio": 0.004875 + }, + { + "value": "\"183143\"", + "count": 935, + "ratio": 0.004675 + }, + { + "value": "\"86390\"", + "count": 899, + "ratio": 0.004495 + } + ] + }, + "V45": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 10, + "unique_ratio": 5e-05, + "sample_values": [ + "\"9\"", + "\"3\"", + "\"10\"", + "\"7\"", + "\"4\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"10\"", + "count": 98495, + "ratio": 0.492475 + }, + { + "value": "\"1\"", + "count": 24842, + "ratio": 0.12421 + }, + { + "value": "\"9\"", + "count": 20847, + "ratio": 0.104235 + }, + { + "value": "\"5\"", + "count": 16677, + "ratio": 0.083385 + }, + { + "value": "\"7\"", + "count": 9866, + "ratio": 0.04933 + }, + { + "value": "\"4\"", + "count": 9377, + "ratio": 0.046885 + }, + { + "value": "\"6\"", + "count": 8658, + "ratio": 0.04329 + }, + { + "value": "\"2\"", + "count": 7262, + "ratio": 0.03631 + }, + { + "value": "\"3\"", + "count": 3973, + "ratio": 0.019865 + }, + { + "value": "\"8\"", + "count": 3, + "ratio": 1.5e-05 + } + ] + }, + "V46": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 9154, + "unique_ratio": 0.04577, + "sample_values": [ + "\"4864\"", + "\"10393\"", + "\"5033\"", + "\"9179\"", + "\"3079\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1274\"", + "count": 4868, + "ratio": 0.02434 + }, + { + "value": "\"3154\"", + "count": 2394, + "ratio": 0.01197 + }, + { + "value": "\"9590\"", + "count": 2385, + "ratio": 0.011925 + }, + { + "value": "\"5033\"", + "count": 2276, + "ratio": 0.01138 + }, + { + "value": "\"2886\"", + "count": 1613, + "ratio": 0.008065 + }, + { + "value": "\"4215\"", + "count": 1505, + "ratio": 0.007525 + }, + { + "value": "\"5710\"", + "count": 1394, + "ratio": 0.00697 + }, + { + "value": "\"9154\"", + "count": 1220, + "ratio": 0.0061 + }, + { + "value": "\"6354\"", + "count": 1172, + "ratio": 0.00586 + }, + { + "value": "\"11117\"", + "count": 1130, + "ratio": 0.00565 + }, + { + "value": "\"2542\"", + "count": 1091, + "ratio": 0.005455 + }, + { + "value": "\"7572\"", + "count": 1076, + "ratio": 0.00538 + }, + { + "value": "\"5790\"", + "count": 1029, + "ratio": 0.005145 + }, + { + "value": "\"3347\"", + "count": 900, + "ratio": 0.0045 + }, + { + "value": "\"8982\"", + "count": 879, + "ratio": 0.004395 + }, + { + "value": "\"5995\"", + "count": 867, + "ratio": 0.004335 + }, + { + "value": "\"6799\"", + "count": 850, + "ratio": 0.00425 + }, + { + "value": "\"6290\"", + "count": 835, + "ratio": 0.004175 + }, + { + "value": "\"3120\"", + "count": 725, + "ratio": 0.003625 + }, + { + "value": "\"2836\"", + "count": 702, + "ratio": 0.00351 + } + ] + }, + "V47": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 13, + "unique_ratio": 6.5e-05, + "sample_values": [ + "\"6\"", + "\"14\"", + "\"16\"", + "\"NaN\"", + "\"3\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"6\"", + "count": 77861, + "ratio": 0.389305 + }, + { + "value": "\"14\"", + "count": 43911, + "ratio": 0.219555 + }, + { + "value": "\"16\"", + "count": 38922, + "ratio": 0.19461 + }, + { + "value": "\"NaN\"", + "count": 23500, + "ratio": 0.1175 + }, + { + "value": "\"5\"", + "count": 6122, + "ratio": 0.03061 + }, + { + "value": "\"1\"", + "count": 5870, + "ratio": 0.02935 + }, + { + "value": "\"3\"", + "count": 3760, + "ratio": 0.0188 + }, + { + "value": "\"11\"", + "count": 25, + "ratio": 0.000125 + }, + { + "value": "\"9\"", + "count": 15, + "ratio": 7.5e-05 + }, + { + "value": "\"10\"", + "count": 8, + "ratio": 4e-05 + }, + { + "value": "\"13\"", + "count": 4, + "ratio": 2e-05 + }, + { + "value": "\"4\"", + "count": 1, + "ratio": 5e-06 + }, + { + "value": "\"12\"", + "count": 1, + "ratio": 5e-06 + } + ] + }, + "V48": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 183, + "unique_ratio": 0.000915, + "sample_values": [ + "\"88\"", + "\"43\"", + "\"258\"", + "\"103\"", + "\"57\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"43\"", + "count": 134319, + "ratio": 0.671595 + }, + { + "value": "\"103\"", + "count": 31181, + "ratio": 0.155905 + }, + { + "value": "\"88\"", + "count": 12558, + "ratio": 0.06279 + }, + { + "value": "\"65\"", + "count": 6538, + "ratio": 0.03269 + }, + { + "value": "\"57\"", + "count": 3859, + "ratio": 0.019295 + }, + { + "value": "\"15\"", + "count": 2460, + "ratio": 0.0123 + }, + { + "value": "\"258\"", + "count": 1696, + "ratio": 0.00848 + }, + { + "value": "\"187\"", + "count": 1204, + "ratio": 0.00602 + }, + { + "value": "\"188\"", + "count": 1010, + "ratio": 0.00505 + }, + { + "value": "\"259\"", + "count": 773, + "ratio": 0.003865 + }, + { + "value": "\"56\"", + "count": 577, + "ratio": 0.002885 + }, + { + "value": "\"116\"", + "count": 462, + "ratio": 0.00231 + }, + { + "value": "\"52\"", + "count": 389, + "ratio": 0.001945 + }, + { + "value": "\"151\"", + "count": 340, + "ratio": 0.0017 + }, + { + "value": "\"195\"", + "count": 252, + "ratio": 0.00126 + }, + { + "value": "\"256\"", + "count": 205, + "ratio": 0.001025 + }, + { + "value": "\"123\"", + "count": 202, + "ratio": 0.00101 + }, + { + "value": "\"181\"", + "count": 166, + "ratio": 0.00083 + }, + { + "value": "\"202\"", + "count": 144, + "ratio": 0.00072 + }, + { + "value": "\"106\"", + "count": 118, + "ratio": 0.00059 + } + ] + }, + "V49": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 536, + "unique_ratio": 0.00268, + "sample_values": [ + "\"468\"", + "\"472\"", + "\"290\"", + "\"99\"", + "\"522\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"126\"", + "count": 24355, + "ratio": 0.121775 + }, + { + "value": "\"68\"", + "count": 8036, + "ratio": 0.04018 + }, + { + "value": "\"71\"", + "count": 8001, + "ratio": 0.040005 + }, + { + "value": "\"88\"", + "count": 7017, + "ratio": 0.035085 + }, + { + "value": "\"128\"", + "count": 6941, + "ratio": 0.034705 + }, + { + "value": "\"177\"", + "count": 6188, + "ratio": 0.03094 + }, + { + "value": "\"149\"", + "count": 5752, + "ratio": 0.02876 + }, + { + "value": "\"27\"", + "count": 5497, + "ratio": 0.027485 + }, + { + "value": "\"200\"", + "count": 4838, + "ratio": 0.02419 + }, + { + "value": "\"290\"", + "count": 4187, + "ratio": 0.020935 + }, + { + "value": "\"277\"", + "count": 3908, + "ratio": 0.01954 + }, + { + "value": "\"13\"", + "count": 3842, + "ratio": 0.01921 + }, + { + "value": "\"323\"", + "count": 3559, + "ratio": 0.017795 + }, + { + "value": "\"23\"", + "count": 3213, + "ratio": 0.016065 + }, + { + "value": "\"99\"", + "count": 3145, + "ratio": 0.015725 + }, + { + "value": "\"522\"", + "count": 2772, + "ratio": 0.01386 + }, + { + "value": "\"367\"", + "count": 2506, + "ratio": 0.01253 + }, + { + "value": "\"493\"", + "count": 2370, + "ratio": 0.01185 + }, + { + "value": "\"143\"", + "count": 2111, + "ratio": 0.010555 + }, + { + "value": "\"12\"", + "count": 2086, + "ratio": 0.01043 + } + ] + }, + "V50": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7493, + "missing_ratio": 0.037465, + "unique_count": 894, + "unique_ratio": 0.004644, + "sample_values": [ + "4", + "34", + "2", + "138", + "6" + ], + "warnings": [], + "min": 0.0, + "max": 6605.0, + "mean": 19.24702, + "std": 70.109289, + "quantiles": { + "0.25": 1.0, + "0.5": 4.0, + "0.75": 14.0 + } + }, + "V51": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7528, + "missing_ratio": 0.03764, + "unique_count": 114, + "unique_ratio": 0.000592, + "sample_values": [ + "3", + "1", + "21", + "2", + "8" + ], + "warnings": [], + "min": 0.0, + "max": 136.0, + "mean": 3.195322, + "std": 5.825802, + "quantiles": { + "0.25": 1.0, + "0.5": 1.0, + "0.75": 3.0 + } + }, + "V52": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 83136, + "missing_ratio": 0.41568, + "unique_count": 9, + "unique_ratio": 7.7e-05, + "sample_values": [ + "0", + "1", + "2", + "3", + "6" + ], + "warnings": [ + "numeric_low_cardinality_codelike" + ], + "min": 0.0, + "max": 7.0, + "mean": 0.677719, + "std": 0.713881, + "quantiles": { + "0.25": 0.0, + "0.5": 1.0, + "0.75": 1.0 + } + }, + "V53": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 150953, + "missing_ratio": 0.754765, + "unique_count": 109, + "unique_ratio": 0.002222, + "sample_values": [ + "1", + "8", + "0", + "2", + "3" + ], + "warnings": [], + "min": 0.0, + "max": 299.0, + "mean": 1.283932, + "std": 6.018349, + "quantiles": { + "0.25": 0.0, + "0.5": 0.0, + "0.75": 1.0 + } + }, + "V54": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 535, + "unique_ratio": 0.002675, + "sample_values": [ + "\"277\"", + "\"143\"", + "\"88\"", + "\"446\"", + "\"276\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"126\"", + "count": 24488, + "ratio": 0.12244 + }, + { + "value": "\"68\"", + "count": 8075, + "ratio": 0.040375 + }, + { + "value": "\"71\"", + "count": 7889, + "ratio": 0.039445 + }, + { + "value": "\"88\"", + "count": 7029, + "ratio": 0.035145 + }, + { + "value": "\"128\"", + "count": 6836, + "ratio": 0.03418 + }, + { + "value": "\"177\"", + "count": 6187, + "ratio": 0.030935 + }, + { + "value": "\"27\"", + "count": 5596, + "ratio": 0.02798 + }, + { + "value": "\"149\"", + "count": 5593, + "ratio": 0.027965 + }, + { + "value": "\"200\"", + "count": 5027, + "ratio": 0.025135 + }, + { + "value": "\"290\"", + "count": 4231, + "ratio": 0.021155 + }, + { + "value": "\"277\"", + "count": 3938, + "ratio": 0.01969 + }, + { + "value": "\"13\"", + "count": 3797, + "ratio": 0.018985 + }, + { + "value": "\"323\"", + "count": 3681, + "ratio": 0.018405 + }, + { + "value": "\"23\"", + "count": 3274, + "ratio": 0.01637 + }, + { + "value": "\"99\"", + "count": 3156, + "ratio": 0.01578 + }, + { + "value": "\"522\"", + "count": 2680, + "ratio": 0.0134 + }, + { + "value": "\"367\"", + "count": 2476, + "ratio": 0.01238 + }, + { + "value": "\"493\"", + "count": 2358, + "ratio": 0.01179 + }, + { + "value": "\"143\"", + "count": 2160, + "ratio": 0.0108 + }, + { + "value": "\"12\"", + "count": 2127, + "ratio": 0.010635 + } + ] + }, + "V55": { + "raw_dtype": "string", + "inferred_type": "text", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 87448, + "unique_ratio": 0.43724, + "sample_values": [ + "\"238295\"", + "\"140568\"", + "\"165113\"", + "\"281681\"", + "\"337953\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 7126, + "ratio": 0.03563 + }, + { + "value": "\"292636\"", + "count": 4486, + "ratio": 0.02243 + }, + { + "value": "\"249713\"", + "count": 2023, + "ratio": 0.010115 + }, + { + "value": "\"3968\"", + "count": 1780, + "ratio": 0.0089 + }, + { + "value": "\"204099\"", + "count": 1724, + "ratio": 0.00862 + }, + { + "value": "\"247058\"", + "count": 1660, + "ratio": 0.0083 + }, + { + "value": "\"239366\"", + "count": 1581, + "ratio": 0.007905 + }, + { + "value": "\"168639\"", + "count": 1387, + "ratio": 0.006935 + }, + { + "value": "\"176475\"", + "count": 1360, + "ratio": 0.0068 + }, + { + "value": "\"247077\"", + "count": 1341, + "ratio": 0.006705 + }, + { + "value": "\"156522\"", + "count": 1209, + "ratio": 0.006045 + }, + { + "value": "\"164159\"", + "count": 1106, + "ratio": 0.00553 + }, + { + "value": "\"96460\"", + "count": 1101, + "ratio": 0.005505 + }, + { + "value": "\"63088\"", + "count": 1054, + "ratio": 0.00527 + }, + { + "value": "\"112955\"", + "count": 908, + "ratio": 0.00454 + }, + { + "value": "\"311932\"", + "count": 783, + "ratio": 0.003915 + }, + { + "value": "\"218324\"", + "count": 757, + "ratio": 0.003785 + }, + { + "value": "\"281681\"", + "count": 738, + "ratio": 0.00369 + }, + { + "value": "\"14134\"", + "count": 726, + "ratio": 0.00363 + }, + { + "value": "\"94267\"", + "count": 683, + "ratio": 0.003415 + } + ] + }, + "V56": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 16233, + "unique_ratio": 0.081165, + "sample_values": [ + "\"15690\"", + "\"5039\"", + "\"1395\"", + "\"2972\"", + "\"28743\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"7291\"", + "count": 41786, + "ratio": 0.20893 + }, + { + "value": "\"29724\"", + "count": 2964, + "ratio": 0.01482 + }, + { + "value": "\"31167\"", + "count": 1361, + "ratio": 0.006805 + }, + { + "value": "\"31020\"", + "count": 1047, + "ratio": 0.005235 + }, + { + "value": "\"8555\"", + "count": 1024, + "ratio": 0.00512 + }, + { + "value": "\"491\"", + "count": 998, + "ratio": 0.00499 + }, + { + "value": "\"18295\"", + "count": 966, + "ratio": 0.00483 + }, + { + "value": "\"5980\"", + "count": 931, + "ratio": 0.004655 + }, + { + "value": "\"11370\"", + "count": 864, + "ratio": 0.00432 + }, + { + "value": "\"9125\"", + "count": 792, + "ratio": 0.00396 + }, + { + "value": "\"14052\"", + "count": 763, + "ratio": 0.003815 + }, + { + "value": "\"10097\"", + "count": 759, + "ratio": 0.003795 + }, + { + "value": "\"6130\"", + "count": 743, + "ratio": 0.003715 + }, + { + "value": "\"30608\"", + "count": 721, + "ratio": 0.003605 + }, + { + "value": "\"12928\"", + "count": 673, + "ratio": 0.003365 + }, + { + "value": "\"5131\"", + "count": 661, + "ratio": 0.003305 + }, + { + "value": "\"172\"", + "count": 656, + "ratio": 0.00328 + }, + { + "value": "\"26106\"", + "count": 631, + "ratio": 0.003155 + }, + { + "value": "\"28733\"", + "count": 607, + "ratio": 0.003035 + }, + { + "value": "\"1864\"", + "count": 557, + "ratio": 0.002785 + } + ] + }, + "V57": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 17014, + "unique_ratio": 0.08507, + "sample_values": [ + "\"30748\"", + "\"31481\"", + "\"34788\"", + "\"12700\"", + "\"12699\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1\"", + "count": 72455, + "ratio": 0.362275 + }, + { + "value": "\"NaN\"", + "count": 18377, + "ratio": 0.091885 + }, + { + "value": "\"11981\"", + "count": 6332, + "ratio": 0.03166 + }, + { + "value": "\"33211\"", + "count": 3534, + "ratio": 0.01767 + }, + { + "value": "\"7766\"", + "count": 2723, + "ratio": 0.013615 + }, + { + "value": "\"32232\"", + "count": 2272, + "ratio": 0.01136 + }, + { + "value": "\"28199\"", + "count": 2167, + "ratio": 0.010835 + }, + { + "value": "\"11980\"", + "count": 1502, + "ratio": 0.00751 + }, + { + "value": "\"25129\"", + "count": 1371, + "ratio": 0.006855 + }, + { + "value": "\"17599\"", + "count": 1274, + "ratio": 0.00637 + }, + { + "value": "\"30498\"", + "count": 1200, + "ratio": 0.006 + }, + { + "value": "\"18831\"", + "count": 977, + "ratio": 0.004885 + }, + { + "value": "\"7765\"", + "count": 838, + "ratio": 0.00419 + }, + { + "value": "\"30749\"", + "count": 778, + "ratio": 0.00389 + }, + { + "value": "\"33210\"", + "count": 766, + "ratio": 0.00383 + }, + { + "value": "\"25254\"", + "count": 699, + "ratio": 0.003495 + }, + { + "value": "\"32231\"", + "count": 671, + "ratio": 0.003355 + }, + { + "value": "\"2939\"", + "count": 639, + "ratio": 0.003195 + }, + { + "value": "\"31481\"", + "count": 569, + "ratio": 0.002845 + }, + { + "value": "\"14019\"", + "count": 564, + "ratio": 0.00282 + } + ] + }, + "V58": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 17714, + "unique_ratio": 0.08857, + "sample_values": [ + "\"37908\"", + "\"41980\"", + "\"28933\"", + "\"8492\"", + "\"38828\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"11075\"", + "count": 9979, + "ratio": 0.049895 + }, + { + "value": "\"31333\"", + "count": 9709, + "ratio": 0.048545 + }, + { + "value": "\"10245\"", + "count": 8618, + "ratio": 0.04309 + }, + { + "value": "\"4082\"", + "count": 7661, + "ratio": 0.038305 + }, + { + "value": "\"NaN\"", + "count": 7166, + "ratio": 0.03583 + }, + { + "value": "\"12092\"", + "count": 4975, + "ratio": 0.024875 + }, + { + "value": "\"38828\"", + "count": 4066, + "ratio": 0.02033 + }, + { + "value": "\"25245\"", + "count": 3735, + "ratio": 0.018675 + }, + { + "value": "\"30534\"", + "count": 3495, + "ratio": 0.017475 + }, + { + "value": "\"25035\"", + "count": 2766, + "ratio": 0.01383 + }, + { + "value": "\"37908\"", + "count": 2694, + "ratio": 0.01347 + }, + { + "value": "\"31150\"", + "count": 2666, + "ratio": 0.01333 + }, + { + "value": "\"38905\"", + "count": 2460, + "ratio": 0.0123 + }, + { + "value": "\"24909\"", + "count": 1792, + "ratio": 0.00896 + }, + { + "value": "\"18830\"", + "count": 1790, + "ratio": 0.00895 + }, + { + "value": "\"33716\"", + "count": 1757, + "ratio": 0.008785 + }, + { + "value": "\"8183\"", + "count": 1386, + "ratio": 0.00693 + }, + { + "value": "\"40083\"", + "count": 1344, + "ratio": 0.00672 + }, + { + "value": "\"11795\"", + "count": 1256, + "ratio": 0.00628 + }, + { + "value": "\"24585\"", + "count": 1103, + "ratio": 0.005515 + } + ] + }, + "V59": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7405, + "missing_ratio": 0.037025, + "unique_count": 898, + "unique_ratio": 0.004663, + "sample_values": [ + "4", + "7", + "1", + "1101", + "0" + ], + "warnings": [], + "min": 0.0, + "max": 3805.0, + "mean": 19.293061, + "std": 66.315537, + "quantiles": { + "0.25": 1.0, + "0.5": 4.0, + "0.75": 14.0 + } + }, + "V60": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 533, + "unique_ratio": 0.002665, + "sample_values": [ + "\"12\"", + "\"104\"", + "\"149\"", + "\"126\"", + "\"88\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"126\"", + "count": 24220, + "ratio": 0.1211 + }, + { + "value": "\"68\"", + "count": 8028, + "ratio": 0.04014 + }, + { + "value": "\"71\"", + "count": 7908, + "ratio": 0.03954 + }, + { + "value": "\"88\"", + "count": 7156, + "ratio": 0.03578 + }, + { + "value": "\"128\"", + "count": 6862, + "ratio": 0.03431 + }, + { + "value": "\"177\"", + "count": 6230, + "ratio": 0.03115 + }, + { + "value": "\"149\"", + "count": 5706, + "ratio": 0.02853 + }, + { + "value": "\"27\"", + "count": 5686, + "ratio": 0.02843 + }, + { + "value": "\"200\"", + "count": 4883, + "ratio": 0.024415 + }, + { + "value": "\"290\"", + "count": 4274, + "ratio": 0.02137 + }, + { + "value": "\"277\"", + "count": 3892, + "ratio": 0.01946 + }, + { + "value": "\"13\"", + "count": 3761, + "ratio": 0.018805 + }, + { + "value": "\"323\"", + "count": 3617, + "ratio": 0.018085 + }, + { + "value": "\"23\"", + "count": 3210, + "ratio": 0.01605 + }, + { + "value": "\"99\"", + "count": 3164, + "ratio": 0.01582 + }, + { + "value": "\"522\"", + "count": 2725, + "ratio": 0.013625 + }, + { + "value": "\"367\"", + "count": 2520, + "ratio": 0.0126 + }, + { + "value": "\"493\"", + "count": 2376, + "ratio": 0.01188 + }, + { + "value": "\"265\"", + "count": 2058, + "ratio": 0.01029 + }, + { + "value": "\"143\"", + "count": 2054, + "ratio": 0.01027 + } + ] + }, + "V61": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3020, + "unique_ratio": 0.0151, + "sample_values": [ + "\"1138\"", + "\"3074\"", + "\"2282\"", + "\"1546\"", + "\"37\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1138\"", + "count": 7235, + "ratio": 0.036175 + }, + { + "value": "\"662\"", + "count": 4391, + "ratio": 0.021955 + }, + { + "value": "\"886\"", + "count": 3115, + "ratio": 0.015575 + }, + { + "value": "\"1035\"", + "count": 3108, + "ratio": 0.01554 + }, + { + "value": "\"332\"", + "count": 2773, + "ratio": 0.013865 + }, + { + "value": "\"37\"", + "count": 2648, + "ratio": 0.01324 + }, + { + "value": "\"1240\"", + "count": 2416, + "ratio": 0.01208 + }, + { + "value": "\"1469\"", + "count": 2408, + "ratio": 0.01204 + }, + { + "value": "\"392\"", + "count": 1934, + "ratio": 0.00967 + }, + { + "value": "\"1416\"", + "count": 1695, + "ratio": 0.008475 + }, + { + "value": "\"1670\"", + "count": 1626, + "ratio": 0.00813 + }, + { + "value": "\"1840\"", + "count": 1587, + "ratio": 0.007935 + }, + { + "value": "\"747\"", + "count": 1562, + "ratio": 0.00781 + }, + { + "value": "\"2910\"", + "count": 1537, + "ratio": 0.007685 + }, + { + "value": "\"2676\"", + "count": 1519, + "ratio": 0.007595 + }, + { + "value": "\"1705\"", + "count": 1518, + "ratio": 0.00759 + }, + { + "value": "\"1456\"", + "count": 1478, + "ratio": 0.00739 + }, + { + "value": "\"1546\"", + "count": 1403, + "ratio": 0.007015 + }, + { + "value": "\"1609\"", + "count": 1294, + "ratio": 0.00647 + }, + { + "value": "\"2926\"", + "count": 1204, + "ratio": 0.00602 + } + ] + }, + "V62": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3000, + "unique_ratio": 0.015, + "sample_values": [ + "\"886\"", + "\"1276\"", + "\"1035\"", + "\"2805\"", + "\"2183\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1138\"", + "count": 7270, + "ratio": 0.03635 + }, + { + "value": "\"662\"", + "count": 4332, + "ratio": 0.02166 + }, + { + "value": "\"886\"", + "count": 3156, + "ratio": 0.01578 + }, + { + "value": "\"1035\"", + "count": 3101, + "ratio": 0.015505 + }, + { + "value": "\"332\"", + "count": 2738, + "ratio": 0.01369 + }, + { + "value": "\"37\"", + "count": 2605, + "ratio": 0.013025 + }, + { + "value": "\"1469\"", + "count": 2370, + "ratio": 0.01185 + }, + { + "value": "\"1240\"", + "count": 2306, + "ratio": 0.01153 + }, + { + "value": "\"392\"", + "count": 1944, + "ratio": 0.00972 + }, + { + "value": "\"1416\"", + "count": 1740, + "ratio": 0.0087 + }, + { + "value": "\"1840\"", + "count": 1632, + "ratio": 0.00816 + }, + { + "value": "\"1670\"", + "count": 1632, + "ratio": 0.00816 + }, + { + "value": "\"2676\"", + "count": 1534, + "ratio": 0.00767 + }, + { + "value": "\"1456\"", + "count": 1515, + "ratio": 0.007575 + }, + { + "value": "\"1705\"", + "count": 1513, + "ratio": 0.007565 + }, + { + "value": "\"747\"", + "count": 1486, + "ratio": 0.00743 + }, + { + "value": "\"2910\"", + "count": 1451, + "ratio": 0.007255 + }, + { + "value": "\"1546\"", + "count": 1433, + "ratio": 0.007165 + }, + { + "value": "\"1609\"", + "count": 1289, + "ratio": 0.006445 + }, + { + "value": "\"274\"", + "count": 1194, + "ratio": 0.00597 + } + ] + }, + "V63": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 14, + "unique_ratio": 7e-05, + "sample_values": [ + "\"4\"", + "\"2\"", + "\"3\"", + "\"10\"", + "\"13\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"2\"", + "count": 88516, + "ratio": 0.44258 + }, + { + "value": "\"3\"", + "count": 38897, + "ratio": 0.194485 + }, + { + "value": "\"4\"", + "count": 27372, + "ratio": 0.13686 + }, + { + "value": "\"10\"", + "count": 13657, + "ratio": 0.068285 + }, + { + "value": "\"13\"", + "count": 11129, + "ratio": 0.055645 + }, + { + "value": "\"11\"", + "count": 8954, + "ratio": 0.04477 + }, + { + "value": "\"5\"", + "count": 4937, + "ratio": 0.024685 + }, + { + "value": "\"14\"", + "count": 3190, + "ratio": 0.01595 + }, + { + "value": "\"8\"", + "count": 1431, + "ratio": 0.007155 + }, + { + "value": "\"12\"", + "count": 1016, + "ratio": 0.00508 + }, + { + "value": "\"7\"", + "count": 687, + "ratio": 0.003435 + }, + { + "value": "\"9\"", + "count": 181, + "ratio": 0.000905 + }, + { + "value": "\"6\"", + "count": 20, + "ratio": 0.0001 + }, + { + "value": "\"1\"", + "count": 13, + "ratio": 6.5e-05 + } + ] + }, + "V64": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 151156, + "missing_ratio": 0.75578, + "unique_count": 109, + "unique_ratio": 0.002232, + "sample_values": [ + "0", + "1", + "16", + "7", + "3" + ], + "warnings": [], + "min": 0.0, + "max": 237.0, + "mean": 1.224552, + "std": 5.627512, + "quantiles": { + "0.25": 0.0, + "0.5": 0.0, + "0.75": 1.0 + } + }, + "V65": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 26, + "unique_ratio": 0.00013, + "sample_values": [ + "\"18\"", + "\"1\"", + "\"3\"", + "\"10\"", + "\"26\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"3\"", + "count": 69875, + "ratio": 0.349375 + }, + { + "value": "\"18\"", + "count": 66515, + "ratio": 0.332575 + }, + { + "value": "\"5\"", + "count": 31187, + "ratio": 0.155935 + }, + { + "value": "\"10\"", + "count": 10469, + "ratio": 0.052345 + }, + { + "value": "\"20\"", + "count": 5850, + "ratio": 0.02925 + }, + { + "value": "\"1\"", + "count": 5643, + "ratio": 0.028215 + }, + { + "value": "\"13\"", + "count": 1979, + "ratio": 0.009895 + }, + { + "value": "\"26\"", + "count": 1928, + "ratio": 0.00964 + }, + { + "value": "\"8\"", + "count": 1880, + "ratio": 0.0094 + }, + { + "value": "\"21\"", + "count": 1431, + "ratio": 0.007155 + }, + { + "value": "\"17\"", + "count": 1037, + "ratio": 0.005185 + }, + { + "value": "\"25\"", + "count": 580, + "ratio": 0.0029 + }, + { + "value": "\"2\"", + "count": 312, + "ratio": 0.00156 + }, + { + "value": "\"22\"", + "count": 303, + "ratio": 0.001515 + }, + { + "value": "\"6\"", + "count": 265, + "ratio": 0.001325 + }, + { + "value": "\"12\"", + "count": 162, + "ratio": 0.00081 + }, + { + "value": "\"16\"", + "count": 126, + "ratio": 0.00063 + }, + { + "value": "\"14\"", + "count": 100, + "ratio": 0.0005 + }, + { + "value": "\"7\"", + "count": 81, + "ratio": 0.000405 + }, + { + "value": "\"19\"", + "count": 74, + "ratio": 0.00037 + } + ] + }, + "V66": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 9151, + "unique_ratio": 0.045755, + "sample_values": [ + "\"1702\"", + "\"1201\"", + "\"8097\"", + "\"2258\"", + "\"4215\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1274\"", + "count": 4850, + "ratio": 0.02425 + }, + { + "value": "\"9590\"", + "count": 2366, + "ratio": 0.01183 + }, + { + "value": "\"3154\"", + "count": 2291, + "ratio": 0.011455 + }, + { + "value": "\"5033\"", + "count": 2289, + "ratio": 0.011445 + }, + { + "value": "\"2886\"", + "count": 1647, + "ratio": 0.008235 + }, + { + "value": "\"4215\"", + "count": 1578, + "ratio": 0.00789 + }, + { + "value": "\"5710\"", + "count": 1380, + "ratio": 0.0069 + }, + { + "value": "\"9154\"", + "count": 1269, + "ratio": 0.006345 + }, + { + "value": "\"11117\"", + "count": 1226, + "ratio": 0.00613 + }, + { + "value": "\"6354\"", + "count": 1172, + "ratio": 0.00586 + }, + { + "value": "\"2542\"", + "count": 1076, + "ratio": 0.00538 + }, + { + "value": "\"7572\"", + "count": 1033, + "ratio": 0.005165 + }, + { + "value": "\"5790\"", + "count": 1019, + "ratio": 0.005095 + }, + { + "value": "\"3347\"", + "count": 956, + "ratio": 0.00478 + }, + { + "value": "\"8982\"", + "count": 878, + "ratio": 0.00439 + }, + { + "value": "\"6799\"", + "count": 873, + "ratio": 0.004365 + }, + { + "value": "\"5995\"", + "count": 812, + "ratio": 0.00406 + }, + { + "value": "\"6290\"", + "count": 806, + "ratio": 0.00403 + }, + { + "value": "\"3120\"", + "count": 762, + "ratio": 0.00381 + }, + { + "value": "\"2836\"", + "count": 694, + "ratio": 0.00347 + } + ] + }, + "V67": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 150884, + "missing_ratio": 0.75442, + "unique_count": 110, + "unique_ratio": 0.00224, + "sample_values": [ + "0", + "1", + "2", + "3", + "8" + ], + "warnings": [], + "min": 0.0, + "max": 299.0, + "mean": 1.222799, + "std": 5.73216, + "quantiles": { + "0.25": 0.0, + "0.5": 0.0, + "0.75": 1.0 + } + }, + "V68": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 26, + "unique_ratio": 0.00013, + "sample_values": [ + "\"18\"", + "\"10\"", + "\"5\"", + "\"8\"", + "\"3\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"3\"", + "count": 69949, + "ratio": 0.349745 + }, + { + "value": "\"18\"", + "count": 66487, + "ratio": 0.332435 + }, + { + "value": "\"5\"", + "count": 30881, + "ratio": 0.154405 + }, + { + "value": "\"10\"", + "count": 10534, + "ratio": 0.05267 + }, + { + "value": "\"20\"", + "count": 6003, + "ratio": 0.030015 + }, + { + "value": "\"1\"", + "count": 5583, + "ratio": 0.027915 + }, + { + "value": "\"26\"", + "count": 2022, + "ratio": 0.01011 + }, + { + "value": "\"13\"", + "count": 1981, + "ratio": 0.009905 + }, + { + "value": "\"8\"", + "count": 1957, + "ratio": 0.009785 + }, + { + "value": "\"21\"", + "count": 1464, + "ratio": 0.00732 + }, + { + "value": "\"17\"", + "count": 1017, + "ratio": 0.005085 + }, + { + "value": "\"25\"", + "count": 546, + "ratio": 0.00273 + }, + { + "value": "\"2\"", + "count": 339, + "ratio": 0.001695 + }, + { + "value": "\"22\"", + "count": 277, + "ratio": 0.001385 + }, + { + "value": "\"6\"", + "count": 250, + "ratio": 0.00125 + }, + { + "value": "\"12\"", + "count": 156, + "ratio": 0.00078 + }, + { + "value": "\"16\"", + "count": 104, + "ratio": 0.00052 + }, + { + "value": "\"14\"", + "count": 96, + "ratio": 0.00048 + }, + { + "value": "\"19\"", + "count": 87, + "ratio": 0.000435 + }, + { + "value": "\"24\"", + "count": 80, + "ratio": 0.0004 + } + ] + }, + "V69": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 150985, + "missing_ratio": 0.754925, + "unique_count": 109, + "unique_ratio": 0.002224, + "sample_values": [ + "1", + "0", + "8", + "2", + "3" + ], + "warnings": [], + "min": 0.0, + "max": 245.0, + "mean": 1.244762, + "std": 5.788158, + "quantiles": { + "0.25": 0.0, + "0.5": 0.0, + "0.75": 1.0 + } + }, + "V70": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 55, + "unique_ratio": 0.000275, + "sample_values": [ + "\"40\"", + "\"NaN\"", + "\"1\"", + "\"56\"", + "\"13\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90595, + "ratio": 0.452975 + }, + { + "value": "\"1\"", + "count": 27132, + "ratio": 0.13566 + }, + { + "value": "\"56\"", + "count": 19653, + "ratio": 0.098265 + }, + { + "value": "\"59\"", + "count": 15526, + "ratio": 0.07763 + }, + { + "value": "\"48\"", + "count": 8686, + "ratio": 0.04343 + }, + { + "value": "\"8\"", + "count": 6673, + "ratio": 0.033365 + }, + { + "value": "\"39\"", + "count": 6346, + "ratio": 0.03173 + }, + { + "value": "\"13\"", + "count": 6139, + "ratio": 0.030695 + }, + { + "value": "\"61\"", + "count": 6043, + "ratio": 0.030215 + }, + { + "value": "\"2\"", + "count": 3818, + "ratio": 0.01909 + }, + { + "value": "\"47\"", + "count": 1400, + "ratio": 0.007 + }, + { + "value": "\"15\"", + "count": 1311, + "ratio": 0.006555 + }, + { + "value": "\"43\"", + "count": 1283, + "ratio": 0.006415 + }, + { + "value": "\"40\"", + "count": 868, + "ratio": 0.00434 + }, + { + "value": "\"31\"", + "count": 701, + "ratio": 0.003505 + }, + { + "value": "\"30\"", + "count": 528, + "ratio": 0.00264 + }, + { + "value": "\"46\"", + "count": 430, + "ratio": 0.00215 + }, + { + "value": "\"4\"", + "count": 386, + "ratio": 0.00193 + }, + { + "value": "\"49\"", + "count": 372, + "ratio": 0.00186 + }, + { + "value": "\"14\"", + "count": 323, + "ratio": 0.001615 + } + ] + }, + "V71": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 54, + "unique_ratio": 0.00027, + "sample_values": [ + "\"56\"", + "\"NaN\"", + "\"1\"", + "\"48\"", + "\"61\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"NaN\"", + "count": 90604, + "ratio": 0.45302 + }, + { + "value": "\"1\"", + "count": 27039, + "ratio": 0.135195 + }, + { + "value": "\"56\"", + "count": 19676, + "ratio": 0.09838 + }, + { + "value": "\"59\"", + "count": 15667, + "ratio": 0.078335 + }, + { + "value": "\"48\"", + "count": 8588, + "ratio": 0.04294 + }, + { + "value": "\"8\"", + "count": 6682, + "ratio": 0.03341 + }, + { + "value": "\"39\"", + "count": 6345, + "ratio": 0.031725 + }, + { + "value": "\"13\"", + "count": 6205, + "ratio": 0.031025 + }, + { + "value": "\"61\"", + "count": 6002, + "ratio": 0.03001 + }, + { + "value": "\"2\"", + "count": 3802, + "ratio": 0.01901 + }, + { + "value": "\"47\"", + "count": 1479, + "ratio": 0.007395 + }, + { + "value": "\"15\"", + "count": 1343, + "ratio": 0.006715 + }, + { + "value": "\"43\"", + "count": 1222, + "ratio": 0.00611 + }, + { + "value": "\"40\"", + "count": 848, + "ratio": 0.00424 + }, + { + "value": "\"31\"", + "count": 657, + "ratio": 0.003285 + }, + { + "value": "\"30\"", + "count": 497, + "ratio": 0.002485 + }, + { + "value": "\"46\"", + "count": 444, + "ratio": 0.00222 + }, + { + "value": "\"4\"", + "count": 376, + "ratio": 0.00188 + }, + { + "value": "\"49\"", + "count": 361, + "ratio": 0.001805 + }, + { + "value": "\"14\"", + "count": 332, + "ratio": 0.00166 + } + ] + }, + "V72": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7376, + "missing_ratio": 0.03688, + "unique_count": 112, + "unique_ratio": 0.000581, + "sample_values": [ + "2", + "1", + "3", + "23", + "14" + ], + "warnings": [], + "min": 0.0, + "max": 136.0, + "mean": 3.18614, + "std": 5.797472, + "quantiles": { + "0.25": 1.0, + "0.5": 1.0, + "0.75": 3.0 + } + }, + "V73": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 180, + "unique_ratio": 0.0009, + "sample_values": [ + "\"43\"", + "\"103\"", + "\"57\"", + "\"65\"", + "\"88\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"43\"", + "count": 134169, + "ratio": 0.670845 + }, + { + "value": "\"103\"", + "count": 31344, + "ratio": 0.15672 + }, + { + "value": "\"88\"", + "count": 12635, + "ratio": 0.063175 + }, + { + "value": "\"65\"", + "count": 6600, + "ratio": 0.033 + }, + { + "value": "\"57\"", + "count": 3860, + "ratio": 0.0193 + }, + { + "value": "\"15\"", + "count": 2524, + "ratio": 0.01262 + }, + { + "value": "\"258\"", + "count": 1689, + "ratio": 0.008445 + }, + { + "value": "\"187\"", + "count": 1170, + "ratio": 0.00585 + }, + { + "value": "\"188\"", + "count": 954, + "ratio": 0.00477 + }, + { + "value": "\"259\"", + "count": 721, + "ratio": 0.003605 + }, + { + "value": "\"56\"", + "count": 556, + "ratio": 0.00278 + }, + { + "value": "\"116\"", + "count": 468, + "ratio": 0.00234 + }, + { + "value": "\"52\"", + "count": 374, + "ratio": 0.00187 + }, + { + "value": "\"151\"", + "count": 326, + "ratio": 0.00163 + }, + { + "value": "\"195\"", + "count": 244, + "ratio": 0.00122 + }, + { + "value": "\"256\"", + "count": 239, + "ratio": 0.001195 + }, + { + "value": "\"123\"", + "count": 195, + "ratio": 0.000975 + }, + { + "value": "\"181\"", + "count": 172, + "ratio": 0.00086 + }, + { + "value": "\"202\"", + "count": 153, + "ratio": 0.000765 + }, + { + "value": "\"180\"", + "count": 117, + "ratio": 0.000585 + } + ] + }, + "V74": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 178, + "unique_ratio": 0.00089, + "sample_values": [ + "\"43\"", + "\"103\"", + "\"88\"", + "\"15\"", + "\"65\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"43\"", + "count": 134295, + "ratio": 0.671475 + }, + { + "value": "\"103\"", + "count": 31370, + "ratio": 0.15685 + }, + { + "value": "\"88\"", + "count": 12509, + "ratio": 0.062545 + }, + { + "value": "\"65\"", + "count": 6569, + "ratio": 0.032845 + }, + { + "value": "\"57\"", + "count": 3866, + "ratio": 0.01933 + }, + { + "value": "\"15\"", + "count": 2542, + "ratio": 0.01271 + }, + { + "value": "\"258\"", + "count": 1672, + "ratio": 0.00836 + }, + { + "value": "\"187\"", + "count": 1199, + "ratio": 0.005995 + }, + { + "value": "\"188\"", + "count": 924, + "ratio": 0.00462 + }, + { + "value": "\"259\"", + "count": 735, + "ratio": 0.003675 + }, + { + "value": "\"56\"", + "count": 558, + "ratio": 0.00279 + }, + { + "value": "\"116\"", + "count": 469, + "ratio": 0.002345 + }, + { + "value": "\"52\"", + "count": 375, + "ratio": 0.001875 + }, + { + "value": "\"151\"", + "count": 322, + "ratio": 0.00161 + }, + { + "value": "\"195\"", + "count": 238, + "ratio": 0.00119 + }, + { + "value": "\"256\"", + "count": 207, + "ratio": 0.001035 + }, + { + "value": "\"123\"", + "count": 192, + "ratio": 0.00096 + }, + { + "value": "\"181\"", + "count": 171, + "ratio": 0.000855 + }, + { + "value": "\"202\"", + "count": 158, + "ratio": 0.00079 + }, + { + "value": "\"106\"", + "count": 119, + "ratio": 0.000595 + } + ] + }, + "V75": { + "raw_dtype": "string", + "inferred_type": "numerical", + "missing_count": 7413, + "missing_ratio": 0.037065, + "unique_count": 110, + "unique_ratio": 0.000571, + "sample_values": [ + "1", + "6", + "2", + "19", + "5" + ], + "warnings": [], + "min": 0.0, + "max": 119.0, + "mean": 3.191804, + "std": 5.779931, + "quantiles": { + "0.25": 1.0, + "0.5": 1.0, + "0.75": 3.0 + } + }, + "V76": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 186, + "unique_ratio": 0.00093, + "sample_values": [ + "\"103\"", + "\"188\"", + "\"57\"", + "\"43\"", + "\"88\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"43\"", + "count": 134089, + "ratio": 0.670445 + }, + { + "value": "\"103\"", + "count": 31261, + "ratio": 0.156305 + }, + { + "value": "\"88\"", + "count": 12615, + "ratio": 0.063075 + }, + { + "value": "\"65\"", + "count": 6540, + "ratio": 0.0327 + }, + { + "value": "\"57\"", + "count": 3867, + "ratio": 0.019335 + }, + { + "value": "\"15\"", + "count": 2526, + "ratio": 0.01263 + }, + { + "value": "\"258\"", + "count": 1752, + "ratio": 0.00876 + }, + { + "value": "\"187\"", + "count": 1204, + "ratio": 0.00602 + }, + { + "value": "\"188\"", + "count": 952, + "ratio": 0.00476 + }, + { + "value": "\"259\"", + "count": 759, + "ratio": 0.003795 + }, + { + "value": "\"56\"", + "count": 567, + "ratio": 0.002835 + }, + { + "value": "\"116\"", + "count": 471, + "ratio": 0.002355 + }, + { + "value": "\"52\"", + "count": 400, + "ratio": 0.002 + }, + { + "value": "\"151\"", + "count": 346, + "ratio": 0.00173 + }, + { + "value": "\"195\"", + "count": 252, + "ratio": 0.00126 + }, + { + "value": "\"256\"", + "count": 233, + "ratio": 0.001165 + }, + { + "value": "\"123\"", + "count": 201, + "ratio": 0.001005 + }, + { + "value": "\"181\"", + "count": 177, + "ratio": 0.000885 + }, + { + "value": "\"202\"", + "count": 141, + "ratio": 0.000705 + }, + { + "value": "\"180\"", + "count": 115, + "ratio": 0.000575 + } + ] + }, + "V77": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 6514, + "unique_ratio": 0.03257, + "sample_values": [ + "\"870\"", + "\"8016\"", + "\"4740\"", + "\"4741\"", + "\"5454\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1678\"", + "count": 2985, + "ratio": 0.014925 + }, + { + "value": "\"7779\"", + "count": 2239, + "ratio": 0.011195 + }, + { + "value": "\"569\"", + "count": 1791, + "ratio": 0.008955 + }, + { + "value": "\"593\"", + "count": 1751, + "ratio": 0.008755 + }, + { + "value": "\"2034\"", + "count": 1699, + "ratio": 0.008495 + }, + { + "value": "\"6247\"", + "count": 1566, + "ratio": 0.00783 + }, + { + "value": "\"8315\"", + "count": 1564, + "ratio": 0.00782 + }, + { + "value": "\"5872\"", + "count": 1509, + "ratio": 0.007545 + }, + { + "value": "\"2048\"", + "count": 1493, + "ratio": 0.007465 + }, + { + "value": "\"8969\"", + "count": 1491, + "ratio": 0.007455 + }, + { + "value": "\"1830\"", + "count": 1428, + "ratio": 0.00714 + }, + { + "value": "\"431\"", + "count": 1314, + "ratio": 0.00657 + }, + { + "value": "\"9101\"", + "count": 1307, + "ratio": 0.006535 + }, + { + "value": "\"2275\"", + "count": 1267, + "ratio": 0.006335 + }, + { + "value": "\"2505\"", + "count": 1256, + "ratio": 0.00628 + }, + { + "value": "\"1973\"", + "count": 1245, + "ratio": 0.006225 + }, + { + "value": "\"2664\"", + "count": 1224, + "ratio": 0.00612 + }, + { + "value": "\"8240\"", + "count": 1219, + "ratio": 0.006095 + }, + { + "value": "\"5110\"", + "count": 1176, + "ratio": 0.00588 + }, + { + "value": "\"3687\"", + "count": 1116, + "ratio": 0.00558 + } + ] + }, + "V78": { + "raw_dtype": "string", + "inferred_type": "categorical", + "missing_count": 0, + "missing_ratio": 0.0, + "unique_count": 3024, + "unique_ratio": 0.01512, + "sample_values": [ + "\"662\"", + "\"1887\"", + "\"1035\"", + "\"1512\"", + "\"1138\"" + ], + "warnings": [], + "top_values": [ + { + "value": "\"1138\"", + "count": 7225, + "ratio": 0.036125 + }, + { + "value": "\"662\"", + "count": 4417, + "ratio": 0.022085 + }, + { + "value": "\"886\"", + "count": 3157, + "ratio": 0.015785 + }, + { + "value": "\"1035\"", + "count": 3059, + "ratio": 0.015295 + }, + { + "value": "\"332\"", + "count": 2813, + "ratio": 0.014065 + }, + { + "value": "\"37\"", + "count": 2634, + "ratio": 0.01317 + }, + { + "value": "\"1469\"", + "count": 2448, + "ratio": 0.01224 + }, + { + "value": "\"1240\"", + "count": 2425, + "ratio": 0.012125 + }, + { + "value": "\"392\"", + "count": 1853, + "ratio": 0.009265 + }, + { + "value": "\"1416\"", + "count": 1745, + "ratio": 0.008725 + }, + { + "value": "\"1670\"", + "count": 1651, + "ratio": 0.008255 + }, + { + "value": "\"1840\"", + "count": 1599, + "ratio": 0.007995 + }, + { + "value": "\"1456\"", + "count": 1531, + "ratio": 0.007655 + }, + { + "value": "\"2676\"", + "count": 1531, + "ratio": 0.007655 + }, + { + "value": "\"1705\"", + "count": 1502, + "ratio": 0.00751 + }, + { + "value": "\"747\"", + "count": 1474, + "ratio": 0.00737 + }, + { + "value": "\"1546\"", + "count": 1466, + "ratio": 0.00733 + }, + { + "value": "\"2910\"", + "count": 1445, + "ratio": 0.007225 + }, + { + "value": "\"1609\"", + "count": 1259, + "ratio": 0.006295 + }, + { + "value": "\"2926\"", + "count": 1226, + "ratio": 0.00613 + } + ] + } + }, + "summary": { + "n_rows": 425240, + "n_cols": 79, + "type_counts": { + "categorical": 46, + "numerical": 26, + "text": 7 + }, + "profile_sample_rows": 200000 + }, + "candidates": { + "target_candidates": [ + "class" + ], + "id_like_candidates": [], + "constant_columns": [], + "high_cardinality_columns": [] + }, + "warnings": [] +}