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README.md
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1 |
+
---
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2 |
+
dataset_info:
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3 |
+
features:
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4 |
+
- name: SK_ID_CURR
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5 |
+
dtype: int64
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6 |
+
- name: TARGET
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7 |
+
dtype: int64
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8 |
+
- name: NAME_CONTRACT_TYPE
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9 |
+
dtype: string
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10 |
+
- name: CODE_GENDER
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11 |
+
dtype: string
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12 |
+
- name: FLAG_OWN_CAR
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13 |
+
dtype: string
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14 |
+
- name: FLAG_OWN_REALTY
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15 |
+
dtype: string
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16 |
+
- name: CNT_CHILDREN
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17 |
+
dtype: int64
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18 |
+
- name: AMT_INCOME_TOTAL
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19 |
+
dtype: float64
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20 |
+
- name: AMT_CREDIT
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21 |
+
dtype: float64
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22 |
+
- name: AMT_ANNUITY
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23 |
+
dtype: float64
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24 |
+
- name: AMT_GOODS_PRICE
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25 |
+
dtype: float64
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26 |
+
- name: NAME_TYPE_SUITE
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27 |
+
dtype: string
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28 |
+
- name: NAME_INCOME_TYPE
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29 |
+
dtype: string
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30 |
+
- name: NAME_EDUCATION_TYPE
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31 |
+
dtype: string
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32 |
+
- name: NAME_FAMILY_STATUS
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33 |
+
dtype: string
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34 |
+
- name: NAME_HOUSING_TYPE
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35 |
+
dtype: string
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36 |
+
- name: REGION_POPULATION_RELATIVE
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37 |
+
dtype: float64
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38 |
+
- name: DAYS_BIRTH
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39 |
+
dtype: int64
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40 |
+
- name: DAYS_EMPLOYED
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41 |
+
dtype: int64
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42 |
+
- name: DAYS_REGISTRATION
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43 |
+
dtype: float64
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44 |
+
- name: DAYS_ID_PUBLISH
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45 |
+
dtype: int64
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46 |
+
- name: OWN_CAR_AGE
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47 |
+
dtype: float64
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48 |
+
- name: FLAG_MOBIL
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49 |
+
dtype: int64
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50 |
+
- name: FLAG_EMP_PHONE
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51 |
+
dtype: int64
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52 |
+
- name: FLAG_WORK_PHONE
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53 |
+
dtype: int64
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54 |
+
- name: FLAG_CONT_MOBILE
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55 |
+
dtype: int64
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56 |
+
- name: FLAG_PHONE
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57 |
+
dtype: int64
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58 |
+
- name: FLAG_EMAIL
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59 |
+
dtype: int64
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60 |
+
- name: OCCUPATION_TYPE
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61 |
+
dtype: string
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62 |
+
- name: CNT_FAM_MEMBERS
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63 |
+
dtype: float64
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64 |
+
- name: REGION_RATING_CLIENT
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65 |
+
dtype: int64
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66 |
+
- name: REGION_RATING_CLIENT_W_CITY
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67 |
+
dtype: int64
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68 |
+
- name: WEEKDAY_APPR_PROCESS_START
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69 |
+
dtype: string
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70 |
+
- name: HOUR_APPR_PROCESS_START
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71 |
+
dtype: int64
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72 |
+
- name: REG_REGION_NOT_LIVE_REGION
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73 |
+
dtype: int64
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74 |
+
- name: REG_REGION_NOT_WORK_REGION
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75 |
+
dtype: int64
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76 |
+
- name: LIVE_REGION_NOT_WORK_REGION
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77 |
+
dtype: int64
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78 |
+
- name: REG_CITY_NOT_LIVE_CITY
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79 |
+
dtype: int64
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80 |
+
- name: REG_CITY_NOT_WORK_CITY
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81 |
+
dtype: int64
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82 |
+
- name: LIVE_CITY_NOT_WORK_CITY
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83 |
+
dtype: int64
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84 |
+
- name: ORGANIZATION_TYPE
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85 |
+
dtype: string
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86 |
+
- name: EXT_SOURCE_1
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87 |
+
dtype: float64
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88 |
+
- name: EXT_SOURCE_2
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89 |
+
dtype: float64
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90 |
+
- name: EXT_SOURCE_3
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91 |
+
dtype: float64
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92 |
+
- name: APARTMENTS_AVG
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93 |
+
dtype: float64
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94 |
+
- name: BASEMENTAREA_AVG
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95 |
+
dtype: float64
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96 |
+
- name: YEARS_BEGINEXPLUATATION_AVG
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97 |
+
dtype: float64
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98 |
+
- name: YEARS_BUILD_AVG
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99 |
+
dtype: float64
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100 |
+
- name: COMMONAREA_AVG
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101 |
+
dtype: float64
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102 |
+
- name: ELEVATORS_AVG
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103 |
+
dtype: float64
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104 |
+
- name: ENTRANCES_AVG
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105 |
+
dtype: float64
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106 |
+
- name: FLOORSMAX_AVG
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107 |
+
dtype: float64
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108 |
+
- name: FLOORSMIN_AVG
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109 |
+
dtype: float64
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110 |
+
- name: LANDAREA_AVG
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111 |
+
dtype: float64
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112 |
+
- name: LIVINGAPARTMENTS_AVG
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113 |
+
dtype: float64
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114 |
+
- name: LIVINGAREA_AVG
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115 |
+
dtype: float64
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116 |
+
- name: NONLIVINGAPARTMENTS_AVG
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117 |
+
dtype: float64
|
118 |
+
- name: NONLIVINGAREA_AVG
|
119 |
+
dtype: float64
|
120 |
+
- name: APARTMENTS_MODE
|
121 |
+
dtype: float64
|
122 |
+
- name: BASEMENTAREA_MODE
|
123 |
+
dtype: float64
|
124 |
+
- name: YEARS_BEGINEXPLUATATION_MODE
|
125 |
+
dtype: float64
|
126 |
+
- name: YEARS_BUILD_MODE
|
127 |
+
dtype: float64
|
128 |
+
- name: COMMONAREA_MODE
|
129 |
+
dtype: float64
|
130 |
+
- name: ELEVATORS_MODE
|
131 |
+
dtype: float64
|
132 |
+
- name: ENTRANCES_MODE
|
133 |
+
dtype: float64
|
134 |
+
- name: FLOORSMAX_MODE
|
135 |
+
dtype: float64
|
136 |
+
- name: FLOORSMIN_MODE
|
137 |
+
dtype: float64
|
138 |
+
- name: LANDAREA_MODE
|
139 |
+
dtype: float64
|
140 |
+
- name: LIVINGAPARTMENTS_MODE
|
141 |
+
dtype: float64
|
142 |
+
- name: LIVINGAREA_MODE
|
143 |
+
dtype: float64
|
144 |
+
- name: NONLIVINGAPARTMENTS_MODE
|
145 |
+
dtype: float64
|
146 |
+
- name: NONLIVINGAREA_MODE
|
147 |
+
dtype: float64
|
148 |
+
- name: APARTMENTS_MEDI
|
149 |
+
dtype: float64
|
150 |
+
- name: BASEMENTAREA_MEDI
|
151 |
+
dtype: float64
|
152 |
+
- name: YEARS_BEGINEXPLUATATION_MEDI
|
153 |
+
dtype: float64
|
154 |
+
- name: YEARS_BUILD_MEDI
|
155 |
+
dtype: float64
|
156 |
+
- name: COMMONAREA_MEDI
|
157 |
+
dtype: float64
|
158 |
+
- name: ELEVATORS_MEDI
|
159 |
+
dtype: float64
|
160 |
+
- name: ENTRANCES_MEDI
|
161 |
+
dtype: float64
|
162 |
+
- name: FLOORSMAX_MEDI
|
163 |
+
dtype: float64
|
164 |
+
- name: FLOORSMIN_MEDI
|
165 |
+
dtype: float64
|
166 |
+
- name: LANDAREA_MEDI
|
167 |
+
dtype: float64
|
168 |
+
- name: LIVINGAPARTMENTS_MEDI
|
169 |
+
dtype: float64
|
170 |
+
- name: LIVINGAREA_MEDI
|
171 |
+
dtype: float64
|
172 |
+
- name: NONLIVINGAPARTMENTS_MEDI
|
173 |
+
dtype: float64
|
174 |
+
- name: NONLIVINGAREA_MEDI
|
175 |
+
dtype: float64
|
176 |
+
- name: FONDKAPREMONT_MODE
|
177 |
+
dtype: string
|
178 |
+
- name: HOUSETYPE_MODE
|
179 |
+
dtype: string
|
180 |
+
- name: TOTALAREA_MODE
|
181 |
+
dtype: float64
|
182 |
+
- name: WALLSMATERIAL_MODE
|
183 |
+
dtype: string
|
184 |
+
- name: EMERGENCYSTATE_MODE
|
185 |
+
dtype: string
|
186 |
+
- name: OBS_30_CNT_SOCIAL_CIRCLE
|
187 |
+
dtype: float64
|
188 |
+
- name: DEF_30_CNT_SOCIAL_CIRCLE
|
189 |
+
dtype: float64
|
190 |
+
- name: OBS_60_CNT_SOCIAL_CIRCLE
|
191 |
+
dtype: float64
|
192 |
+
- name: DEF_60_CNT_SOCIAL_CIRCLE
|
193 |
+
dtype: float64
|
194 |
+
- name: DAYS_LAST_PHONE_CHANGE
|
195 |
+
dtype: float64
|
196 |
+
- name: FLAG_DOCUMENT_2
|
197 |
+
dtype: int64
|
198 |
+
- name: FLAG_DOCUMENT_3
|
199 |
+
dtype: int64
|
200 |
+
- name: FLAG_DOCUMENT_4
|
201 |
+
dtype: int64
|
202 |
+
- name: FLAG_DOCUMENT_5
|
203 |
+
dtype: int64
|
204 |
+
- name: FLAG_DOCUMENT_6
|
205 |
+
dtype: int64
|
206 |
+
- name: FLAG_DOCUMENT_7
|
207 |
+
dtype: int64
|
208 |
+
- name: FLAG_DOCUMENT_8
|
209 |
+
dtype: int64
|
210 |
+
- name: FLAG_DOCUMENT_9
|
211 |
+
dtype: int64
|
212 |
+
- name: FLAG_DOCUMENT_10
|
213 |
+
dtype: int64
|
214 |
+
- name: FLAG_DOCUMENT_11
|
215 |
+
dtype: int64
|
216 |
+
- name: FLAG_DOCUMENT_12
|
217 |
+
dtype: int64
|
218 |
+
- name: FLAG_DOCUMENT_13
|
219 |
+
dtype: int64
|
220 |
+
- name: FLAG_DOCUMENT_14
|
221 |
+
dtype: int64
|
222 |
+
- name: FLAG_DOCUMENT_15
|
223 |
+
dtype: int64
|
224 |
+
- name: FLAG_DOCUMENT_16
|
225 |
+
dtype: int64
|
226 |
+
- name: FLAG_DOCUMENT_17
|
227 |
+
dtype: int64
|
228 |
+
- name: FLAG_DOCUMENT_18
|
229 |
+
dtype: int64
|
230 |
+
- name: FLAG_DOCUMENT_19
|
231 |
+
dtype: int64
|
232 |
+
- name: FLAG_DOCUMENT_20
|
233 |
+
dtype: int64
|
234 |
+
- name: FLAG_DOCUMENT_21
|
235 |
+
dtype: int64
|
236 |
+
- name: AMT_REQ_CREDIT_BUREAU_HOUR
|
237 |
+
dtype: float64
|
238 |
+
- name: AMT_REQ_CREDIT_BUREAU_DAY
|
239 |
+
dtype: float64
|
240 |
+
- name: AMT_REQ_CREDIT_BUREAU_WEEK
|
241 |
+
dtype: float64
|
242 |
+
- name: AMT_REQ_CREDIT_BUREAU_MON
|
243 |
+
dtype: float64
|
244 |
+
- name: AMT_REQ_CREDIT_BUREAU_QRT
|
245 |
+
dtype: float64
|
246 |
+
- name: AMT_REQ_CREDIT_BUREAU_YEAR
|
247 |
+
dtype: float64
|
248 |
+
splits:
|
249 |
+
- name: train
|
250 |
+
num_bytes: 323536216
|
251 |
+
num_examples: 307511
|
252 |
+
download_size: 56965234
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253 |
+
dataset_size: 323536216
|
254 |
+
---
|
255 |
+
# Dataset Card for "home-credit"
|
256 |
+
|
257 |
+
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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