{
  "num__CNT_CHILDREN": {
    "dtype": "float64",
    "mean": -0.006334679018647209,
    "std": 0.9883605130712781,
    "min": -0.5806078167400417,
    "max": 6.345020954622651,
    "median": -0.5806078167400417,
    "missing_rate": 0.0
  },
  "num__AMT_INCOME_TOTAL": {
    "dtype": "float64",
    "mean": -0.0057430701100439,
    "std": 0.4033301166150542,
    "min": -0.4487873347337548,
    "max": 27.87978886963873,
    "median": -0.0794077051882761,
    "missing_rate": 0.0
  },
  "num__AMT_CREDIT": {
    "dtype": "float64",
    "mean": -0.0012822205905183772,
    "std": 0.998285855772353,
    "min": -1.3794491452558748,
    "max": 5.228116825171611,
    "median": -0.214128041164031,
    "missing_rate": 0.0
  },
  "num__AMT_ANNUITY": {
    "dtype": "float64",
    "mean": -0.006056919050706873,
    "std": 0.9894040489932486,
    "min": -1.680130368102661,
    "max": 13.037016820206091,
    "median": -0.15020349544468628,
    "missing_rate": 0.0
  },
  "num__AMT_GOODS_PRICE": {
    "dtype": "float64",
    "mean": 0.00015312848140998768,
    "std": 0.9997788350161453,
    "min": -1.3379147187090812,
    "max": 4.952777861969953,
    "median": -0.2385703842214829,
    "missing_rate": 0.0
  },
  "num__REGION_POPULATION_RELATIVE": {
    "dtype": "float64",
    "mean": -0.0037117334798123466,
    "std": 1.003907756542718,
    "min": -1.441741298372986,
    "max": 3.728357895279896,
    "median": -0.1478078520028533,
    "missing_rate": 0.0
  },
  "num__DAYS_BIRTH": {
    "dtype": "float64",
    "mean": -0.014117308189402383,
    "std": 0.9949273142118271,
    "min": -2.095477158217574,
    "max": 1.9136679028163712,
    "median": 0.04097062529212036,
    "missing_rate": 0.0
  },
  "num__DAYS_EMPLOYED": {
    "dtype": "float64",
    "mean": -0.021595805460672888,
    "std": 1.0334542507519013,
    "min": -6.944519215762778,
    "max": 1.0418975740892955,
    "median": 0.2837700794024632,
    "missing_rate": 0.0
  },
  "num__DAYS_REGISTRATION": {
    "dtype": "float64",
    "mean": -0.020951128689508897,
    "std": 1.0143092541153247,
    "min": -4.617790120203509,
    "max": 1.4135314883371568,
    "median": 0.1173749574227161,
    "missing_rate": 0.0
  },
  "num__DAYS_ID_PUBLISH": {
    "dtype": "float64",
    "mean": 0.0028629321911572076,
    "std": 1.0057639053312,
    "min": -2.1422180109554483,
    "max": 1.9804982893873537,
    "median": -0.16727400745843451,
    "missing_rate": 0.0
  },
  "num__OWN_CAR_AGE": {
    "dtype": "float64",
    "mean": 0.014630035366141146,
    "std": 1.0137176221902728,
    "min": -2.2410157270828863,
    "max": 12.997742551102936,
    "median": -0.09806534421300496,
    "missing_rate": 0.0
  },
  "num__FLAG_EMP_PHONE": {
    "dtype": "float64",
    "mean": -0.00317838353070763,
    "std": 1.0026878639243013,
    "min": -2.1338059210609326,
    "max": 0.46864618292126475,
    "median": 0.46864618292126475,
    "missing_rate": 0.0
  },
  "num__FLAG_WORK_PHONE": {
    "dtype": "float64",
    "mean": 0.013562076384423975,
    "std": 1.0100862882382264,
    "min": -0.4998069093845234,
    "max": 2.0007726608490244,
    "median": -0.4998069093845234,
    "missing_rate": 0.0
  },
  "num__FLAG_PHONE": {
    "dtype": "float64",
    "mean": 0.003137312228044108,
    "std": 1.0015692112112966,
    "min": -0.6257586580226636,
    "max": 1.598060190105723,
    "median": -0.6257586580226636,
    "missing_rate": 0.0
  },
  "num__FLAG_EMAIL": {
    "dtype": "float64",
    "mean": -0.0017479672800681798,
    "std": 0.9966707836188403,
    "min": -0.24379658926322315,
    "max": 4.101780107023222,
    "median": -0.24379658926322315,
    "missing_rate": 0.0
  },
  "num__CNT_FAM_MEMBERS": {
    "dtype": "float64",
    "mean": -0.011877591794580296,
    "std": 0.9891804458164617,
    "min": -1.2679289298324958,
    "max": 5.320904807033646,
    "median": -0.16978997368813883,
    "missing_rate": 0.0
  },
  "num__REGION_RATING_CLIENT": {
    "dtype": "float64",
    "mean": 0.01138298179389496,
    "std": 1.0072615576688169,
    "min": -2.065093923543804,
    "max": 1.8627920224274417,
    "median": -0.10115095055818125,
    "missing_rate": 0.0
  },
  "num__REGION_RATING_CLIENT_W_CITY": {
    "dtype": "float64",
    "mean": 0.01445744664822986,
    "std": 1.0101319250644825,
    "min": -2.049593694018902,
    "max": 1.928533203286932,
    "median": -0.06053024536598508,
    "missing_rate": 0.0
  },
  "num__HOUR_APPR_PROCESS_START": {
    "dtype": "float64",
    "mean": -0.003601155508228143,
    "std": 0.9977119960937487,
    "min": -3.3884077121497262,
    "max": 3.349537060700872,
    "median": -0.019435325724427046,
    "missing_rate": 0.0
  },
  "num__REG_REGION_NOT_LIVE_REGION": {
    "dtype": "float64",
    "mean": -0.0011013978728396487,
    "std": 0.9956654182835645,
    "min": -0.12396386215709133,
    "max": 8.066867090126355,
    "median": -0.12396386215709133,
    "missing_rate": 0.0
  },
  "num__REG_REGION_NOT_WORK_REGION": {
    "dtype": "float64",
    "mean": 0.006027067548414529,
    "std": 1.0123039734472163,
    "min": -0.23104846175954843,
    "max": 4.328096332624354,
    "median": -0.23104846175954843,
    "missing_rate": 0.0
  },
  "num__LIVE_REGION_NOT_WORK_REGION": {
    "dtype": "float64",
    "mean": -0.00010436519453669675,
    "std": 0.9998074338057737,
    "min": -0.20603199842160838,
    "max": 4.853615009614551,
    "median": -0.20603199842160838,
    "missing_rate": 0.0
  },
  "num__REG_CITY_NOT_LIVE_CITY": {
    "dtype": "float64",
    "mean": 0.016305399314039477,
    "std": 1.0252737175503306,
    "min": -0.29071530278611507,
    "max": 3.4397914055997236,
    "median": -0.29071530278611507,
    "missing_rate": 0.0
  },
  "num__REG_CITY_NOT_WORK_CITY": {
    "dtype": "float64",
    "mean": 0.009598734438453483,
    "std": 1.0061072621650773,
    "min": -0.5483153009390798,
    "max": 1.8237681828089356,
    "median": -0.5483153009390798,
    "missing_rate": 0.0
  },
  "num__LIVE_CITY_NOT_WORK_CITY": {
    "dtype": "float64",
    "mean": 0.0010964218475217095,
    "std": 1.0009618913057714,
    "min": -0.4686461829212649,
    "max": 2.1338059210609326,
    "median": -0.4686461829212649,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCE_1": {
    "dtype": "float64",
    "mean": 0.005977932153195617,
    "std": 1.0153891613643957,
    "min": -3.503882210567557,
    "max": 3.0861759285028874,
    "median": 0.011935829923192443,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCE_2": {
    "dtype": "float64",
    "mean": -0.017140081388564276,
    "std": 1.0090345477696985,
    "min": -2.6893028534864643,
    "max": 1.6034386921016022,
    "median": 0.25577483288078384,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCE_3": {
    "dtype": "float64",
    "mean": -0.0027947121289097444,
    "std": 0.9998056513795022,
    "min": -2.95266021965304,
    "max": 2.100719907095069,
    "median": 0.1111499364101899,
    "missing_rate": 0.0
  },
  "num__APARTMENTS_AVG": {
    "dtype": "float64",
    "mean": 0.013461000023095767,
    "std": 1.0125537086119503,
    "min": -1.3170901819480674,
    "max": 11.534920449807196,
    "median": -0.1912540506063064,
    "missing_rate": 0.0
  },
  "num__BASEMENTAREA_AVG": {
    "dtype": "float64",
    "mean": 0.000978919743597453,
    "std": 0.9556817969507481,
    "min": -1.5160428756606614,
    "max": 17.130154429053142,
    "median": -0.09333802131099805,
    "missing_rate": 0.0
  },
  "num__YEARS_BEGINEXPLUATATION_AVG": {
    "dtype": "float64",
    "mean": 0.015125993479489983,
    "std": 0.813854771810882,
    "min": -24.13713724903343,
    "max": 0.49818097942632095,
    "median": 0.044891124022662265,
    "missing_rate": 0.0
  },
  "num__ELEVATORS_AVG": {
    "dtype": "float64",
    "mean": 0.0084488139512684,
    "std": 1.024088399948172,
    "min": -0.3702801808878932,
    "max": 9.596356244449415,
    "median": -0.3702801808878932,
    "missing_rate": 0.0
  },
  "num__ENTRANCES_AVG": {
    "dtype": "float64",
    "mean": -0.004610721397087488,
    "std": 0.9748713017310914,
    "min": -2.05293216185041,
    "max": 12.245852132766963,
    "median": -0.08112980762267473,
    "missing_rate": 0.0
  },
  "num__FLOORSMAX_AVG": {
    "dtype": "float64",
    "mean": 0.01897542521512406,
    "std": 1.0272207864080118,
    "min": -1.840795199940171,
    "max": 7.502233634772594,
    "median": -0.2833122931935532,
    "missing_rate": 0.0
  },
  "num__LANDAREA_AVG": {
    "dtype": "float64",
    "mean": 0.0004940502999002859,
    "std": 0.9629232212781293,
    "min": -1.0640707180570843,
    "max": 18.11168266770272,
    "median": -0.14171698020203774,
    "missing_rate": 0.0
  },
  "num__LIVINGAREA_AVG": {
    "dtype": "float64",
    "mean": 0.011328772357394663,
    "std": 1.0286922357363768,
    "min": -1.1385854214402904,
    "max": 11.371332896814948,
    "median": -0.20659650673027527,
    "missing_rate": 0.0
  },
  "num__NONLIVINGAREA_AVG": {
    "dtype": "float64",
    "mean": 3.6526218171290735e-05,
    "std": 1.0243015481405147,
    "min": -0.3021621428767522,
    "max": 20.231014445592514,
    "median": -0.22824270715826286,
    "missing_rate": 0.0
  },
  "num__OBS_30_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "mean": 0.004394514687675704,
    "std": 0.9428946542840964,
    "min": -0.5703283667690225,
    "max": 10.653944968508616,
    "median": -0.5703283667690225,
    "missing_rate": 0.0
  },
  "num__DEF_30_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "mean": -0.00536042674842848,
    "std": 0.960360700816433,
    "min": -0.3172678125967649,
    "max": 13.059746591191788,
    "median": -0.3172678125967649,
    "missing_rate": 0.0
  },
  "num__OBS_60_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "mean": 0.0037924055637833624,
    "std": 0.9437872574996178,
    "min": -0.5686588904348266,
    "max": 10.758999263601272,
    "median": -0.5686588904348266,
    "missing_rate": 0.0
  },
  "num__DEF_60_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "mean": -0.012922658702598684,
    "std": 0.9428402803747964,
    "min": -0.27323949289144994,
    "max": 10.757134837144621,
    "median": -0.27323949289144994,
    "missing_rate": 0.0
  },
  "num__DAYS_LAST_PHONE_CHANGE": {
    "dtype": "float64",
    "mean": -0.0018463376236450269,
    "std": 1.0145734190716231,
    "min": -3.8454046212753257,
    "max": 1.4414438882179104,
    "median": 0.20275724402306644,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_HOUR": {
    "dtype": "float64",
    "mean": -0.008005256324350743,
    "std": 0.957355211717547,
    "min": -0.07282051865784549,
    "max": 25.344929416045975,
    "median": -0.07282051865784549,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_WEEK": {
    "dtype": "float64",
    "mean": -0.008465042747018744,
    "std": 0.9532321644663666,
    "min": -0.15490558816171043,
    "max": 20.765172328222818,
    "median": -0.15490558816171043,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_MON": {
    "dtype": "float64",
    "mean": -0.0028219784008069846,
    "std": 1.0621178191055174,
    "min": -0.2672757761176227,
    "max": 30.953767242483273,
    "median": -0.2672757761176227,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_QRT": {
    "dtype": "float64",
    "mean": 0.005243619473597492,
    "std": 1.0154360111494853,
    "min": -0.3952621419294195,
    "max": 10.043636938948522,
    "median": -0.3952621419294195,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_YEAR": {
    "dtype": "float64",
    "mean": 0.002966708388380672,
    "std": 0.9914195089353253,
    "min": -1.0068012978068284,
    "max": 5.781935367744468,
    "median": -0.44107324234422035,
    "missing_rate": 0.0
  },
  "num__AGE_YEARS": {
    "dtype": "float64",
    "mean": 0.014117307823326382,
    "std": 0.9949273143274071,
    "min": -1.9136679119095126,
    "max": 2.0954769682216563,
    "median": -0.0409706047876076,
    "missing_rate": 0.0
  },
  "num__EMPLOYED_YEARS": {
    "dtype": "float64",
    "mean": 0.021595805481773846,
    "std": 1.0334542508934936,
    "min": -1.041897576055509,
    "max": 6.944519498373247,
    "median": -0.28377007221460304,
    "missing_rate": 0.0
  },
  "num__REGISTRATION_YEARS": {
    "dtype": "float64",
    "mean": 0.020951128626993557,
    "std": 1.0143092541557301,
    "min": -1.4135314881022125,
    "max": 4.61778997321576,
    "median": -0.11737495633054176,
    "missing_rate": 0.0
  },
  "num__ID_PUBLISH_YEARS": {
    "dtype": "float64",
    "mean": -0.0028629325450410916,
    "std": 1.0057639052608842,
    "min": -1.9804982893720084,
    "max": 2.1422178618008543,
    "median": 0.16727399659530567,
    "missing_rate": 0.0
  },
  "num__LAST_PHONE_CHANGE_YEARS": {
    "dtype": "float64",
    "mean": 0.001846336382873215,
    "std": 1.0145734179852146,
    "min": -1.4414438789988293,
    "max": 3.845404421741201,
    "median": -0.2027572946556557,
    "missing_rate": 0.0
  },
  "num__DAYS_EMPLOYED__isna": {
    "dtype": "float64",
    "mean": 0.0030199494972989326,
    "std": 1.0025572946439156,
    "min": -0.4685842515623288,
    "max": 2.13408793971597,
    "median": -0.4685842515623288,
    "missing_rate": 0.0
  },
  "num__OWN_CAR_AGE__isna": {
    "dtype": "float64",
    "mean": -0.008334928151509557,
    "std": 1.0030807423894355,
    "min": -1.4339923669857377,
    "max": 0.6973537816676159,
    "median": 0.6973537816676159,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCE_1__isna": {
    "dtype": "float64",
    "mean": -0.012716749165340106,
    "std": 1.0015964181169743,
    "min": -1.1362160195515385,
    "max": 0.8801143293109855,
    "median": 0.8801143293109855,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCE_3__isna": {
    "dtype": "float64",
    "mean": -0.011509466219660201,
    "std": 0.9912719599475365,
    "min": -0.49858704231038314,
    "max": 2.005667847616213,
    "median": -0.49858704231038314,
    "missing_rate": 0.0
  },
  "num__DAYS_LAST_PHONE_CHANGE__isna": {
    "dtype": "float64",
    "mean": 0.008182721113651793,
    "std": 1.0093598473752388,
    "min": -0.3746942344925959,
    "max": 2.6688427735061935,
    "median": -0.3746942344925959,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_HOUR__isna": {
    "dtype": "float64",
    "mean": -0.008033682567895868,
    "std": 0.9914319349380828,
    "min": -0.39615641961507997,
    "max": 2.524255446804665,
    "median": -0.39615641961507997,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_WEEK__isna": {
    "dtype": "float64",
    "mean": -0.008033682567895868,
    "std": 0.9914319349380828,
    "min": -0.39615641961507997,
    "max": 2.524255446804665,
    "median": -0.39615641961507997,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_MON__isna": {
    "dtype": "float64",
    "mean": -0.008033682567895868,
    "std": 0.9914319349380828,
    "min": -0.39615641961507997,
    "max": 2.524255446804665,
    "median": -0.39615641961507997,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_QRT__isna": {
    "dtype": "float64",
    "mean": -0.008033682567895868,
    "std": 0.9914319349380828,
    "min": -0.39615641961507997,
    "max": 2.524255446804665,
    "median": -0.39615641961507997,
    "missing_rate": 0.0
  },
  "num__AMT_REQ_CREDIT_BUREAU_YEAR__isna": {
    "dtype": "float64",
    "mean": -0.008033682567895868,
    "std": 0.9914319349380828,
    "min": -0.39615641961507997,
    "max": 2.524255446804665,
    "median": -0.39615641961507997,
    "missing_rate": 0.0
  },
  "num__CREDIT_INCOME_RATIO": {
    "dtype": "float64",
    "mean": 0.006014627611286161,
    "std": 0.9997834325974603,
    "min": -1.4177951234512454,
    "max": 10.192943704710318,
    "median": -0.2565230101783079,
    "missing_rate": 0.0
  },
  "num__ANNUITY_INCOME_RATIO": {
    "dtype": "float64",
    "mean": 0.004457473109852837,
    "std": 0.9977961047693639,
    "min": -1.7892688982023204,
    "max": 7.63331530827432,
    "median": -0.18926023063790376,
    "missing_rate": 0.0
  },
  "num__ANNUITY_CREDIT_RATIO": {
    "dtype": "float64",
    "mean": -0.0009007143441571515,
    "std": 1.005431578426348,
    "min": -1.264122321494462,
    "max": 3.136171302723498,
    "median": -0.16694916155098197,
    "missing_rate": 0.0
  },
  "num__CREDIT_GOODS_RATIO": {
    "dtype": "float64",
    "mean": -0.006102693182790987,
    "std": 0.985765777947826,
    "min": -7.667658844603172,
    "max": 4.239341072367194,
    "median": -0.028253365307679783,
    "missing_rate": 0.0
  },
  "num__OVER_INDEBTED_40": {
    "dtype": "float64",
    "mean": 0.0063369408384118435,
    "std": 1.0188880316540525,
    "min": -0.16208547493868133,
    "max": 6.169584291117454,
    "median": -0.16208547493868133,
    "missing_rate": 0.0
  },
  "num__LOG_INCOME": {
    "dtype": "float64",
    "mean": -0.015415780308722383,
    "std": 0.9949442840069497,
    "min": -3.491675136800545,
    "max": 8.399608001397329,
    "median": -0.0650943849837782,
    "missing_rate": 0.0
  },
  "num__LOG_CREDIT": {
    "dtype": "float64",
    "mean": -0.0026476223579910475,
    "std": 1.002781338078702,
    "min": -3.2967995406129273,
    "max": 2.4321251439365628,
    "median": 0.10824871215222083,
    "missing_rate": 0.0
  },
  "num__LOG_ANNUITY": {
    "dtype": "float64",
    "mean": -0.005689482659053292,
    "std": 1.0011615438314312,
    "min": -3.970707536219034,
    "max": 4.066626901433425,
    "median": 0.10265606306500194,
    "missing_rate": 0.0
  },
  "num__LOG_GOODS": {
    "dtype": "float64",
    "mean": -0.0014659769105767986,
    "std": 1.0029373918484012,
    "min": -3.1432823715176834,
    "max": 2.4002601443176634,
    "median": 0.07939866639006535,
    "missing_rate": 0.0
  },
  "num__SOCIAL_DEFAULT_RATIO_30": {
    "dtype": "float64",
    "mean": -0.004891984621012314,
    "std": 0.9825019482834628,
    "min": -0.3268437512775998,
    "max": 5.683184934106298,
    "median": -0.3268437512775998,
    "missing_rate": 0.0
  },
  "num__SOCIAL_DEFAULT_RATIO_60": {
    "dtype": "float64",
    "mean": -0.00911331161986018,
    "std": 0.9802778817147003,
    "min": -0.2775435319785961,
    "max": 6.6460280863182675,
    "median": -0.2775435319785961,
    "missing_rate": 0.0
  },
  "num__DOC_COUNT": {
    "dtype": "float64",
    "mean": -0.000988046115080919,
    "std": 0.9991447787278803,
    "min": -2.710845215113227,
    "max": 6.0362728255521905,
    "median": 0.20486079844191193,
    "missing_rate": 0.0
  },
  "num__CONTACT_COUNT": {
    "dtype": "float64",
    "mean": 0.006036871243881577,
    "std": 1.0024917691840316,
    "min": -1.5724592057235074,
    "max": 3.061657717483506,
    "median": -0.413929974921754,
    "missing_rate": 0.0
  },
  "num__ADDRESS_MISMATCH_COUNT": {
    "dtype": "float64",
    "mean": 0.00922225325497727,
    "std": 1.00265581684795,
    "min": -0.5490597218978135,
    "max": 4.981222349947563,
    "median": -0.5490597218978135,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCES_MEAN": {
    "dtype": "float64",
    "mean": -0.00902089744756917,
    "std": 1.0164851851757881,
    "min": -3.907794231284942,
    "max": 2.9301926120586117,
    "median": 0.08303564921953889,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCES_MIN": {
    "dtype": "float64",
    "mean": -0.005674321403902299,
    "std": 1.0065595819878617,
    "min": -2.396455637804942,
    "max": 2.6001819891543985,
    "median": 0.18932964054953855,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCES_MAX": {
    "dtype": "float64",
    "mean": -0.009150012240702844,
    "std": 1.0152767842940196,
    "min": -4.78121500901755,
    "max": 2.658775763097545,
    "median": 0.06074734557766652,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCES_STD": {
    "dtype": "float64",
    "mean": 3.736278467260092e-05,
    "std": 1.0024380289340777,
    "min": -1.8627142604086446,
    "max": 4.228986290656587,
    "median": -0.1399088637934044,
    "missing_rate": 0.0
  },
  "num__EXT_SOURCES_RANGE": {
    "dtype": "float64",
    "mean": -0.0008835008635060681,
    "std": 1.0014103733196476,
    "min": -1.855345929781412,
    "max": 4.089154426547313,
    "median": -0.14980440345931423,
    "missing_rate": 0.0
  },
  "num__EXT_INT__EXT_SOURCE_1_x_EXT_SOURCE_2": {
    "dtype": "float64",
    "mean": -0.0062657925538298145,
    "std": 1.0132856923638829,
    "min": -2.0258098407599268,
    "max": 3.5613113900048177,
    "median": 0.08597754086472767,
    "missing_rate": 0.0
  },
  "num__EXT_INT__EXT_SOURCE_1_x_EXT_SOURCE_3": {
    "dtype": "float64",
    "mean": 0.0034297295493408756,
    "std": 1.0155322164203404,
    "min": -2.1891366579888123,
    "max": 4.076565053436609,
    "median": 0.06665685478457826,
    "missing_rate": 0.0
  },
  "num__EXT_INT__EXT_SOURCE_2_x_EXT_SOURCE_3": {
    "dtype": "float64",
    "mean": -0.010309387406184874,
    "std": 1.0045600191157733,
    "min": -1.9015032399370337,
    "max": 3.0425555855402564,
    "median": 0.014924628360927387,
    "missing_rate": 0.0
  },
  "num__EXT_POW2__EXT_SOURCE_1": {
    "dtype": "float64",
    "mean": 0.010108929501970168,
    "std": 1.0162736568436233,
    "min": -1.9162461049866395,
    "max": 4.203191012048612,
    "median": -0.12449907041094586,
    "missing_rate": 0.0
  },
  "num__EXT_POW2__EXT_SOURCE_2": {
    "dtype": "float64",
    "mean": -0.015691457027519024,
    "std": 1.0059655781204817,
    "min": -1.7493891098746872,
    "max": 2.1662249033829335,
    "median": 0.09376027880620741,
    "missing_rate": 0.0
  },
  "num__EXT_POW2__EXT_SOURCE_3": {
    "dtype": "float64",
    "mean": -0.0030745697318008683,
    "std": 1.002400397972899,
    "min": -1.7606902686865527,
    "max": 2.8629432109750015,
    "median": -0.05978619896585848,
    "missing_rate": 0.0
  },
  "cat__NAME_CONTRACT_TYPE_cash loans": {
    "dtype": "float64",
    "mean": 0.9051,
    "std": 0.2930914196253889,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_CONTRACT_TYPE_revolving loans": {
    "dtype": "float64",
    "mean": 0.0949,
    "std": 0.2930914196253889,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__CODE_GENDER_-1": {
    "dtype": "float64",
    "mean": 0.0,
    "std": 0.0,
    "min": 0.0,
    "max": 0.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__CODE_GENDER_0": {
    "dtype": "float64",
    "mean": 0.3379,
    "std": 0.473017932637294,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__CODE_GENDER_1": {
    "dtype": "float64",
    "mean": 0.6621,
    "std": 0.473017932637294,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__FLAG_OWN_CAR_0": {
    "dtype": "float64",
    "mean": 0.6557,
    "std": 0.47516322249180953,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__FLAG_OWN_CAR_1": {
    "dtype": "float64",
    "mean": 0.3443,
    "std": 0.47516322249180953,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__FLAG_OWN_REALTY_0": {
    "dtype": "float64",
    "mean": 0.3111,
    "std": 0.4629667631940572,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__FLAG_OWN_REALTY_1": {
    "dtype": "float64",
    "mean": 0.6889,
    "std": 0.4629667631940572,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_children": {
    "dtype": "float64",
    "mean": 0.0112,
    "std": 0.1052409975568299,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_family": {
    "dtype": "float64",
    "mean": 0.1351,
    "std": 0.341847445460101,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_group of people": {
    "dtype": "float64",
    "mean": 0.0006,
    "std": 0.024488772325231,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_other_a": {
    "dtype": "float64",
    "mean": 0.0032,
    "std": 0.05648078441293809,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_other_b": {
    "dtype": "float64",
    "mean": 0.0058,
    "std": 0.07594034957563314,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_spouse, partner": {
    "dtype": "float64",
    "mean": 0.036,
    "std": 0.18629941155858407,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_unaccompanied": {
    "dtype": "float64",
    "mean": 0.8033,
    "std": 0.3975234741386339,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_TYPE_SUITE_unknown": {
    "dtype": "float64",
    "mean": 0.0048,
    "std": 0.06911901144963212,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_businessman": {
    "dtype": "float64",
    "mean": 0.0,
    "std": 0.0,
    "min": 0.0,
    "max": 0.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_commercial associate": {
    "dtype": "float64",
    "mean": 0.2298,
    "std": 0.4207251608426772,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_maternity leave": {
    "dtype": "float64",
    "mean": 0.0,
    "std": 0.0,
    "min": 0.0,
    "max": 0.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_pensioner": {
    "dtype": "float64",
    "mean": 0.1812,
    "std": 0.3852030609169844,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_state servant": {
    "dtype": "float64",
    "mean": 0.0683,
    "std": 0.25227261870328843,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_student": {
    "dtype": "float64",
    "mean": 0.0001,
    "std": 0.01,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_unemployed": {
    "dtype": "float64",
    "mean": 0.0001,
    "std": 0.01,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_INCOME_TYPE_working": {
    "dtype": "float64",
    "mean": 0.5205,
    "std": 0.49960455409358223,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_EDUCATION_TYPE_academic degree": {
    "dtype": "float64",
    "mean": 0.0006,
    "std": 0.024488772325231,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_EDUCATION_TYPE_higher education": {
    "dtype": "float64",
    "mean": 0.2391,
    "std": 0.42655525426197,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_EDUCATION_TYPE_incomplete higher": {
    "dtype": "float64",
    "mean": 0.0341,
    "std": 0.1814951350543723,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_EDUCATION_TYPE_lower secondary": {
    "dtype": "float64",
    "mean": 0.0133,
    "std": 0.11456187167746615,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_EDUCATION_TYPE_secondary / secondary special": {
    "dtype": "float64",
    "mean": 0.7129,
    "std": 0.45243127589274884,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_civil marriage": {
    "dtype": "float64",
    "mean": 0.0912,
    "std": 0.2879077093182961,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_married": {
    "dtype": "float64",
    "mean": 0.638,
    "std": 0.4806028484203886,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_separated": {
    "dtype": "float64",
    "mean": 0.0683,
    "std": 0.2522726187032884,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_single / not married": {
    "dtype": "float64",
    "mean": 0.1462,
    "std": 0.35332427570771363,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_unknown": {
    "dtype": "float64",
    "mean": 0.0,
    "std": 0.0,
    "min": 0.0,
    "max": 0.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_FAMILY_STATUS_widow": {
    "dtype": "float64",
    "mean": 0.0563,
    "std": 0.2305116560227622,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_co-op apartment": {
    "dtype": "float64",
    "mean": 0.003,
    "std": 0.05469277036238877,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_house / apartment": {
    "dtype": "float64",
    "mean": 0.8905,
    "std": 0.3122811264713175,
    "min": 0.0,
    "max": 1.0,
    "median": 1.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_municipal apartment": {
    "dtype": "float64",
    "mean": 0.037,
    "std": 0.18877119339651807,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_office apartment": {
    "dtype": "float64",
    "mean": 0.0083,
    "std": 0.0907300016164407,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_rented apartment": {
    "dtype": "float64",
    "mean": 0.0149,
    "std": 0.1211588129101411,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__NAME_HOUSING_TYPE_with parents": {
    "dtype": "float64",
    "mean": 0.0463,
    "std": 0.21014453614740325,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_accountants": {
    "dtype": "float64",
    "mean": 0.0308,
    "std": 0.17278410064164887,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_cleaning staff": {
    "dtype": "float64",
    "mean": 0.0158,
    "std": 0.12470731811533417,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_cooking staff": {
    "dtype": "float64",
    "mean": 0.0208,
    "std": 0.14272139622247942,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_core staff": {
    "dtype": "float64",
    "mean": 0.0872,
    "std": 0.2821420217054546,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_drivers": {
    "dtype": "float64",
    "mean": 0.0636,
    "std": 0.24405121614040348,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_high skill tech staff": {
    "dtype": "float64",
    "mean": 0.0388,
    "std": 0.19312765164259338,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_hr staff": {
    "dtype": "float64",
    "mean": 0.002,
    "std": 0.044678849805719,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_it staff": {
    "dtype": "float64",
    "mean": 0.0021,
    "std": 0.04577990366916466,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_laborers": {
    "dtype": "float64",
    "mean": 0.1724,
    "std": 0.3777466204361398,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_low-skill laborers": {
    "dtype": "float64",
    "mean": 0.0065,
    "std": 0.0803641452364421,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_managers": {
    "dtype": "float64",
    "mean": 0.0694,
    "std": 0.2541458223341493,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_medicine staff": {
    "dtype": "float64",
    "mean": 0.0278,
    "std": 0.164407612312504,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_private service staff": {
    "dtype": "float64",
    "mean": 0.0089,
    "std": 0.09392375720347179,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_realty agents": {
    "dtype": "float64",
    "mean": 0.0022,
    "std": 0.04685487741904567,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_sales staff": {
    "dtype": "float64",
    "mean": 0.1074,
    "std": 0.3096366055277513,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_secretaries": {
    "dtype": "float64",
    "mean": 0.004,
    "std": 0.06312209153572135,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_security staff": {
    "dtype": "float64",
    "mean": 0.0219,
    "std": 0.1463643817778947,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_unknown": {
    "dtype": "float64",
    "mean": 0.3152,
    "std": 0.4646187114771697,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__OCCUPATION_TYPE_waiters/barmen staff": {
    "dtype": "float64",
    "mean": 0.0032,
    "std": 0.0564807844129381,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_friday": {
    "dtype": "float64",
    "mean": 0.1693,
    "std": 0.37503543186946453,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_monday": {
    "dtype": "float64",
    "mean": 0.1677,
    "std": 0.37361834680179545,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_saturday": {
    "dtype": "float64",
    "mean": 0.1099,
    "std": 0.31278071100583826,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_sunday": {
    "dtype": "float64",
    "mean": 0.0554,
    "std": 0.22877078836110334,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_thursday": {
    "dtype": "float64",
    "mean": 0.161,
    "std": 0.36754932900350273,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_tuesday": {
    "dtype": "float64",
    "mean": 0.1731,
    "std": 0.37835262001274295,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  },
  "cat__WEEKDAY_APPR_PROCESS_START_wednesday": {
    "dtype": "float64",
    "mean": 0.1636,
    "std": 0.36993070279781753,
    "min": 0.0,
    "max": 1.0,
    "median": 0.0,
    "missing_rate": 0.0
  }
}