Datasets:
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
africa
humanitarian
hdx
electric-sheep-africa
agriculture-livestock
complex-emergency-conflict-security
License:
HDX repackage via ESA pipeline
Browse files- README.md +477 -5
- data/test-00000-of-00001.parquet +2 -2
- data/train-00000-of-00001.parquet +2 -2
README.md
CHANGED
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@@ -29,13 +29,485 @@ tags:
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| 29 |
- irq
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| 30 |
- lbn
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| 31 |
- mli
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| 32 |
-
pretty_name:
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| 33 |
dataset_info:
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| 34 |
splits:
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
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| 38 |
-
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| 39 |
---
|
| 40 |
|
| 41 |
# Conflict-Related Incidents Affecting Water Systems
|
|
|
|
| 29 |
- irq
|
| 30 |
- lbn
|
| 31 |
- mli
|
| 32 |
+
pretty_name: Conflict-Related Incidents Affecting Water Systems
|
| 33 |
dataset_info:
|
| 34 |
+
features:
|
| 35 |
+
- name: objectid
|
| 36 |
+
dtype: int64
|
| 37 |
+
- name: adm0_name
|
| 38 |
+
dtype: string
|
| 39 |
+
- name: adm0_iso3
|
| 40 |
+
dtype: string
|
| 41 |
+
- name: adm0_m49
|
| 42 |
+
dtype: int64
|
| 43 |
+
- name: adm1_name
|
| 44 |
+
dtype: string
|
| 45 |
+
- name: adm1_pcode
|
| 46 |
+
dtype: string
|
| 47 |
+
- name: adm2_pcode
|
| 48 |
+
dtype: string
|
| 49 |
+
- name: adm2_name
|
| 50 |
+
dtype: string
|
| 51 |
+
- name: adm_name
|
| 52 |
+
dtype: string
|
| 53 |
+
- name: adm_pcode
|
| 54 |
+
dtype: string
|
| 55 |
+
- name: adm_level
|
| 56 |
+
dtype: int64
|
| 57 |
+
- name: round
|
| 58 |
+
dtype: int64
|
| 59 |
+
- name: coll_start_date
|
| 60 |
+
dtype: timestamp[ns]
|
| 61 |
+
- name: coll_end_date
|
| 62 |
+
dtype: timestamp[ns]
|
| 63 |
+
- name: coll_mid_date
|
| 64 |
+
dtype: timestamp[ns]
|
| 65 |
+
- name: surveys
|
| 66 |
+
dtype: int64
|
| 67 |
+
- name: tot_crop_producers
|
| 68 |
+
dtype: float64
|
| 69 |
+
- name: tot_ls_producers
|
| 70 |
+
dtype: float64
|
| 71 |
+
- name: tot_fish_producers
|
| 72 |
+
dtype: float64
|
| 73 |
+
- name: hh_agricactivity_1
|
| 74 |
+
dtype: float64
|
| 75 |
+
- name: hh_agricactivity_2
|
| 76 |
+
dtype: float64
|
| 77 |
+
- name: hh_agricactivity_3
|
| 78 |
+
dtype: float64
|
| 79 |
+
- name: hh_agricactivity_4
|
| 80 |
+
dtype: float64
|
| 81 |
+
- name: hh_gender_1
|
| 82 |
+
dtype: float64
|
| 83 |
+
- name: hh_gender_2
|
| 84 |
+
dtype: float64
|
| 85 |
+
- name: hh_education_1
|
| 86 |
+
dtype: float64
|
| 87 |
+
- name: hh_education_2
|
| 88 |
+
dtype: float64
|
| 89 |
+
- name: hh_education_3
|
| 90 |
+
dtype: float64
|
| 91 |
+
- name: hh_education_4
|
| 92 |
+
dtype: float64
|
| 93 |
+
- name: hh_education_5
|
| 94 |
+
dtype: float64
|
| 95 |
+
- name: hh_education_888
|
| 96 |
+
dtype: float64
|
| 97 |
+
- name: hh_maritalstat_1
|
| 98 |
+
dtype: float64
|
| 99 |
+
- name: hh_maritalstat_2
|
| 100 |
+
dtype: float64
|
| 101 |
+
- name: hh_maritalstat_3
|
| 102 |
+
dtype: float64
|
| 103 |
+
- name: hh_maritalstat_4
|
| 104 |
+
dtype: float64
|
| 105 |
+
- name: hh_maritalstat_5
|
| 106 |
+
dtype: float64
|
| 107 |
+
- name: hh_residencetype_1
|
| 108 |
+
dtype: float64
|
| 109 |
+
- name: hh_residencetype_2
|
| 110 |
+
dtype: float64
|
| 111 |
+
- name: hh_residencetype_3
|
| 112 |
+
dtype: float64
|
| 113 |
+
- name: hh_residencetype_4
|
| 114 |
+
dtype: float64
|
| 115 |
+
- name: resp_isfishproducer_1
|
| 116 |
+
dtype: float64
|
| 117 |
+
- name: resp_iscropproducer_1
|
| 118 |
+
dtype: float64
|
| 119 |
+
- name: resp_islsproducer_1
|
| 120 |
+
dtype: float64
|
| 121 |
+
- name: income_main_1
|
| 122 |
+
dtype: float64
|
| 123 |
+
- name: income_main_2
|
| 124 |
+
dtype: float64
|
| 125 |
+
- name: income_main_3
|
| 126 |
+
dtype: float64
|
| 127 |
+
- name: income_main_4
|
| 128 |
+
dtype: float64
|
| 129 |
+
- name: income_main_6
|
| 130 |
+
dtype: float64
|
| 131 |
+
- name: income_main_7
|
| 132 |
+
dtype: float64
|
| 133 |
+
- name: income_main_8
|
| 134 |
+
dtype: float64
|
| 135 |
+
- name: income_main_9
|
| 136 |
+
dtype: float64
|
| 137 |
+
- name: income_main_10
|
| 138 |
+
dtype: float64
|
| 139 |
+
- name: income_main_11
|
| 140 |
+
dtype: float64
|
| 141 |
+
- name: income_main_12
|
| 142 |
+
dtype: float64
|
| 143 |
+
- name: income_main_13
|
| 144 |
+
dtype: float64
|
| 145 |
+
- name: income_main_14
|
| 146 |
+
dtype: float64
|
| 147 |
+
- name: income_main_15
|
| 148 |
+
dtype: float64
|
| 149 |
+
- name: income_main_16
|
| 150 |
+
dtype: float64
|
| 151 |
+
- name: income_main_17
|
| 152 |
+
dtype: float64
|
| 153 |
+
- name: income_main_18
|
| 154 |
+
dtype: float64
|
| 155 |
+
- name: income_main_19
|
| 156 |
+
dtype: float64
|
| 157 |
+
- name: income_main_gender_1
|
| 158 |
+
dtype: float64
|
| 159 |
+
- name: income_main_gender_2
|
| 160 |
+
dtype: float64
|
| 161 |
+
- name: income_main_gender_3
|
| 162 |
+
dtype: float64
|
| 163 |
+
- name: income_main_control_1
|
| 164 |
+
dtype: float64
|
| 165 |
+
- name: income_main_control_2
|
| 166 |
+
dtype: float64
|
| 167 |
+
- name: income_main_control_3
|
| 168 |
+
dtype: float64
|
| 169 |
+
- name: income_main_comp_1
|
| 170 |
+
dtype: float64
|
| 171 |
+
- name: income_main_comp_2
|
| 172 |
+
dtype: float64
|
| 173 |
+
- name: income_main_comp_3
|
| 174 |
+
dtype: float64
|
| 175 |
+
- name: income_main_comp_4
|
| 176 |
+
dtype: float64
|
| 177 |
+
- name: income_main_comp_5
|
| 178 |
+
dtype: float64
|
| 179 |
+
- name: income_main_comp_888
|
| 180 |
+
dtype: float64
|
| 181 |
+
- name: income_sec_1
|
| 182 |
+
dtype: float64
|
| 183 |
+
- name: income_sec_2
|
| 184 |
+
dtype: float64
|
| 185 |
+
- name: income_sec_3
|
| 186 |
+
dtype: float64
|
| 187 |
+
- name: income_sec_4
|
| 188 |
+
dtype: float64
|
| 189 |
+
- name: income_sec_6
|
| 190 |
+
dtype: float64
|
| 191 |
+
- name: income_sec_7
|
| 192 |
+
dtype: float64
|
| 193 |
+
- name: income_sec_8
|
| 194 |
+
dtype: float64
|
| 195 |
+
- name: income_sec_9
|
| 196 |
+
dtype: float64
|
| 197 |
+
- name: income_sec_10
|
| 198 |
+
dtype: float64
|
| 199 |
+
- name: income_sec_11
|
| 200 |
+
dtype: float64
|
| 201 |
+
- name: income_sec_12
|
| 202 |
+
dtype: float64
|
| 203 |
+
- name: income_sec_13
|
| 204 |
+
dtype: float64
|
| 205 |
+
- name: income_sec_14
|
| 206 |
+
dtype: float64
|
| 207 |
+
- name: income_sec_15
|
| 208 |
+
dtype: float64
|
| 209 |
+
- name: income_sec_16
|
| 210 |
+
dtype: float64
|
| 211 |
+
- name: income_sec_17
|
| 212 |
+
dtype: float64
|
| 213 |
+
- name: income_sec_18
|
| 214 |
+
dtype: float64
|
| 215 |
+
- name: income_sec_19
|
| 216 |
+
dtype: float64
|
| 217 |
+
- name: income_sec_gender_1
|
| 218 |
+
dtype: float64
|
| 219 |
+
- name: income_sec_gender_2
|
| 220 |
+
dtype: float64
|
| 221 |
+
- name: income_sec_gender_3
|
| 222 |
+
dtype: float64
|
| 223 |
+
- name: income_sec_control_1
|
| 224 |
+
dtype: float64
|
| 225 |
+
- name: income_sec_control_2
|
| 226 |
+
dtype: float64
|
| 227 |
+
- name: income_sec_comp_1
|
| 228 |
+
dtype: float64
|
| 229 |
+
- name: income_sec_comp_2
|
| 230 |
+
dtype: float64
|
| 231 |
+
- name: income_sec_comp_3
|
| 232 |
+
dtype: float64
|
| 233 |
+
- name: income_sec_comp_4
|
| 234 |
+
dtype: float64
|
| 235 |
+
- name: income_sec_comp_5
|
| 236 |
+
dtype: float64
|
| 237 |
+
- name: income_sec_comp_888
|
| 238 |
+
dtype: float64
|
| 239 |
+
- name: income_third_1
|
| 240 |
+
dtype: float64
|
| 241 |
+
- name: income_third_2
|
| 242 |
+
dtype: float64
|
| 243 |
+
- name: income_third_3
|
| 244 |
+
dtype: float64
|
| 245 |
+
- name: income_third_4
|
| 246 |
+
dtype: float64
|
| 247 |
+
- name: income_third_9
|
| 248 |
+
dtype: float64
|
| 249 |
+
- name: income_third_11
|
| 250 |
+
dtype: float64
|
| 251 |
+
- name: income_third_12
|
| 252 |
+
dtype: float64
|
| 253 |
+
- name: income_third_13
|
| 254 |
+
dtype: float64
|
| 255 |
+
- name: income_third_16
|
| 256 |
+
dtype: float64
|
| 257 |
+
- name: income_third_19
|
| 258 |
+
dtype: float64
|
| 259 |
+
- name: income_third_gender_1
|
| 260 |
+
dtype: float64
|
| 261 |
+
- name: income_third_comp_2
|
| 262 |
+
dtype: float64
|
| 263 |
+
- name: income_third_comp_3
|
| 264 |
+
dtype: float64
|
| 265 |
+
- name: income_third_comp_4
|
| 266 |
+
dtype: float64
|
| 267 |
+
- name: income_third_comp_5
|
| 268 |
+
dtype: float64
|
| 269 |
+
- name: hh_wealth_light_1
|
| 270 |
+
dtype: float64
|
| 271 |
+
- name: hh_wealth_light_2
|
| 272 |
+
dtype: float64
|
| 273 |
+
- name: hh_wealth_light_3
|
| 274 |
+
dtype: float64
|
| 275 |
+
- name: hh_wealth_light_4
|
| 276 |
+
dtype: float64
|
| 277 |
+
- name: hh_wealth_light_5
|
| 278 |
+
dtype: float64
|
| 279 |
+
- name: hh_wealth_light_666
|
| 280 |
+
dtype: float64
|
| 281 |
+
- name: hh_wealth_toilet_1
|
| 282 |
+
dtype: float64
|
| 283 |
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- name: hh_wealth_toilet_2
|
| 284 |
+
dtype: float64
|
| 285 |
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- name: hh_wealth_toilet_3
|
| 286 |
+
dtype: float64
|
| 287 |
+
- name: hh_wealth_toilet_4
|
| 288 |
+
dtype: float64
|
| 289 |
+
- name: hh_wealth_toilet_777
|
| 290 |
+
dtype: float64
|
| 291 |
+
- name: hh_wealth_water_1
|
| 292 |
+
dtype: float64
|
| 293 |
+
- name: hh_wealth_water_2
|
| 294 |
+
dtype: float64
|
| 295 |
+
- name: hh_wealth_water_3
|
| 296 |
+
dtype: float64
|
| 297 |
+
- name: hh_wealth_water_4
|
| 298 |
+
dtype: float64
|
| 299 |
+
- name: hh_wealth_water_5
|
| 300 |
+
dtype: float64
|
| 301 |
+
- name: hh_wealth_water_6
|
| 302 |
+
dtype: float64
|
| 303 |
+
- name: hh_wealth_water_7
|
| 304 |
+
dtype: float64
|
| 305 |
+
- name: hh_wealth_water_8
|
| 306 |
+
dtype: float64
|
| 307 |
+
- name: hh_wealth_water_9
|
| 308 |
+
dtype: float64
|
| 309 |
+
- name: hh_wealth_water_10
|
| 310 |
+
dtype: float64
|
| 311 |
+
- name: shock_animaldisease_1
|
| 312 |
+
dtype: float64
|
| 313 |
+
- name: shock_coldtemporhail_1
|
| 314 |
+
dtype: float64
|
| 315 |
+
- name: shock_drought_1
|
| 316 |
+
dtype: float64
|
| 317 |
+
- name: shock_firemanmade_1
|
| 318 |
+
dtype: float64
|
| 319 |
+
- name: shock_firenatural_1
|
| 320 |
+
dtype: float64
|
| 321 |
+
- name: shock_flood_1
|
| 322 |
+
dtype: float64
|
| 323 |
+
- name: shock_higherfoodprices_1
|
| 324 |
+
dtype: float64
|
| 325 |
+
- name: shock_higherfuelprices_1
|
| 326 |
+
dtype: float64
|
| 327 |
+
- name: shock_hurricane_1
|
| 328 |
+
dtype: float64
|
| 329 |
+
- name: shock_landslides_1
|
| 330 |
+
dtype: float64
|
| 331 |
+
- name: shock_lostemplorwork_1
|
| 332 |
+
dtype: float64
|
| 333 |
+
- name: shock_mvtrestrict_1
|
| 334 |
+
dtype: float64
|
| 335 |
+
- name: shock_napasture_1
|
| 336 |
+
dtype: float64
|
| 337 |
+
- name: shock_noshock_1
|
| 338 |
+
dtype: float64
|
| 339 |
+
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|
| 340 |
+
dtype: float64
|
| 341 |
+
- name: shock_othereconomicshock_1
|
| 342 |
+
dtype: float64
|
| 343 |
+
- name: shock_otherintrahhshock_1
|
| 344 |
+
dtype: float64
|
| 345 |
+
- name: shock_othermanmadehazard_1
|
| 346 |
+
dtype: float64
|
| 347 |
+
- name: shock_othernathazard_1
|
| 348 |
+
dtype: float64
|
| 349 |
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- name: shock_pestoutbreak_1
|
| 350 |
+
dtype: float64
|
| 351 |
+
- name: shock_plantdisease_1
|
| 352 |
+
dtype: float64
|
| 353 |
+
- name: shock_sicknessordeathofhh_1
|
| 354 |
+
dtype: float64
|
| 355 |
+
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|
| 356 |
+
dtype: float64
|
| 357 |
+
- name: shock_violenceinsecconf_1
|
| 358 |
+
dtype: float64
|
| 359 |
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- name: need_0
|
| 360 |
+
dtype: float64
|
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|
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dtype: float64
|
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- name: need_cash_1
|
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dtype: float64
|
| 365 |
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- name: need_cold_storage_1
|
| 366 |
+
dtype: float64
|
| 367 |
+
- name: need_crop_infrastructure_1
|
| 368 |
+
dtype: float64
|
| 369 |
+
- name: need_crop_inputs_1
|
| 370 |
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dtype: float64
|
| 371 |
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- name: need_crop_knowledge_1
|
| 372 |
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dtype: float64
|
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- name: need_env_infra_rehab_1
|
| 374 |
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dtype: float64
|
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- name: need_fish_infrastructure_1
|
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+
dtype: float64
|
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|
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dtype: float64
|
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|
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dtype: float64
|
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|
| 382 |
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dtype: float64
|
| 383 |
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- name: need_ls_feed_1
|
| 384 |
+
dtype: float64
|
| 385 |
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|
| 386 |
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dtype: float64
|
| 387 |
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- name: need_ls_knowledge_1
|
| 388 |
+
dtype: float64
|
| 389 |
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|
| 390 |
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dtype: float64
|
| 391 |
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- name: need_marketing_supp_1
|
| 392 |
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dtype: float64
|
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|
| 394 |
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dtype: float64
|
| 395 |
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- name: need_received_cash_1
|
| 396 |
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dtype: float64
|
| 397 |
+
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|
| 398 |
+
dtype: float64
|
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|
| 400 |
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dtype: float64
|
| 401 |
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|
| 402 |
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dtype: float64
|
| 403 |
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|
| 404 |
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dtype: float64
|
| 405 |
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|
| 406 |
+
dtype: float64
|
| 407 |
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- name: need_received_vouchers_fair_1
|
| 408 |
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dtype: float64
|
| 409 |
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|
| 410 |
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dtype: float64
|
| 411 |
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- name: assistance_quality_1
|
| 412 |
+
dtype: float64
|
| 413 |
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|
| 414 |
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dtype: float64
|
| 415 |
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|
| 416 |
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dtype: float64
|
| 417 |
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- name: assistance_quality_4
|
| 418 |
+
dtype: float64
|
| 419 |
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|
| 420 |
+
dtype: float64
|
| 421 |
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|
| 422 |
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dtype: float64
|
| 423 |
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|
| 424 |
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dtype: float64
|
| 425 |
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|
| 426 |
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dtype: float64
|
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|
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dtype: float64
|
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|
| 430 |
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dtype: float64
|
| 431 |
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|
| 432 |
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dtype: float64
|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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dtype: float64
|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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dtype: float64
|
| 441 |
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|
| 442 |
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|
| 443 |
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|
| 444 |
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dtype: float64
|
| 445 |
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|
| 446 |
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dtype: float64
|
| 447 |
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|
| 448 |
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dtype: float64
|
| 449 |
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|
| 450 |
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dtype: float64
|
| 451 |
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|
| 452 |
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dtype: float64
|
| 453 |
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|
| 454 |
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dtype: float64
|
| 455 |
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|
| 456 |
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dtype: float64
|
| 457 |
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|
| 458 |
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dtype: float64
|
| 459 |
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|
| 460 |
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dtype: float64
|
| 461 |
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|
| 462 |
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dtype: float64
|
| 463 |
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|
| 464 |
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dtype: float64
|
| 465 |
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|
| 466 |
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dtype: float64
|
| 467 |
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|
| 468 |
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dtype: float64
|
| 469 |
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|
| 470 |
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dtype: float64
|
| 471 |
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|
| 472 |
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dtype: float64
|
| 473 |
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|
| 474 |
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dtype: float64
|
| 475 |
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|
| 476 |
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dtype: float64
|
| 477 |
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|
| 478 |
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dtype: float64
|
| 479 |
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|
| 480 |
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dtype: float64
|
| 481 |
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- name: income_third_amount_median
|
| 482 |
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dtype: float64
|
| 483 |
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|
| 484 |
+
dtype: float64
|
| 485 |
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- name: income_third_amount_stddev
|
| 486 |
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dtype: float64
|
| 487 |
+
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|
| 488 |
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dtype: float64
|
| 489 |
+
- name: income_third_amount_ci_high
|
| 490 |
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dtype: float64
|
| 491 |
+
- name: esa_source
|
| 492 |
+
dtype: string
|
| 493 |
+
- name: esa_processed
|
| 494 |
+
dtype: string
|
| 495 |
splits:
|
| 496 |
+
- name: train
|
| 497 |
+
num_bytes: 3777934
|
| 498 |
+
num_examples: 2008
|
| 499 |
+
- name: test
|
| 500 |
+
num_bytes: 947100
|
| 501 |
+
num_examples: 503
|
| 502 |
+
download_size: 2816818
|
| 503 |
+
dataset_size: 4725034
|
| 504 |
+
configs:
|
| 505 |
+
- config_name: default
|
| 506 |
+
data_files:
|
| 507 |
+
- split: train
|
| 508 |
+
path: data/train-*
|
| 509 |
+
- split: test
|
| 510 |
+
path: data/test-*
|
| 511 |
---
|
| 512 |
|
| 513 |
# Conflict-Related Incidents Affecting Water Systems
|
data/test-00000-of-00001.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:40043d95a7de83b491f9cc92d6bcf28b86bdfdbaec2de99281388f1ceeedc890
|
| 3 |
+
size 631096
|
data/train-00000-of-00001.parquet
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b2510be814d54475ad74f0fce37f6f77d4f1349012a75e405e755719669f8ef
|
| 3 |
+
size 2185722
|