constituency stringlengths 3 17 | county_name stringlengths 4 15 | number_of_beneficiaries float64 0 639 ⌀ | cent_x float64 34 41.5 | cent_y float64 -4.46 4.5 | objectid int64 0 283 | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-10 00:00:00 2026-04-10 00:00:00 |
|---|---|---|---|---|---|---|---|
Turkana South | Turkana | 301 | 35.699587 | 2.38062 | 268 | HDX | 2026-04-10 |
Buuri | Busia | 99 | 37.39783 | 0.087346 | 25 | HDX | 2026-04-10 |
Karen/Langata | Nairobi | 155 | 36.803965 | -1.352235 | 86 | HDX | 2026-04-10 |
Luanda | Vihiga | 176 | 34.599045 | 0.024842 | 144 | HDX | 2026-04-10 |
Lamu East | LAMU | 116 | 41.107164 | -1.8375 | 137 | HDX | 2026-04-10 |
Shinyalu | Embu | 114 | 34.857546 | 0.273375 | 242 | HDX | 2026-04-10 |
Budalangi | Nyamira | 173 | 33.995852 | 0.07901 | 19 | HDX | 2026-04-10 |
Mogotio | Baringo | 152 | 35.979213 | 0.171473 | 177 | HDX | 2026-04-10 |
Lari | Kiambu | 114 | 36.666791 | -0.944496 | 139 | HDX | 2026-04-10 |
Bomet East | Bomet | 197 | 35.419984 | -0.829451 | 15 | HDX | 2026-04-10 |
Baringo North | Baringo | 189 | 35.794724 | 0.753261 | 10 | HDX | 2026-04-10 |
Kigumo | Muranga | 142 | 36.925408 | -0.790889 | 101 | HDX | 2026-04-10 |
Emgwen South | Nandi | null | 35.093512 | 0.187827 | 37 | HDX | 2026-04-10 |
Bonchari | Kisii | 361 | 34.689781 | -0.664583 | 16 | HDX | 2026-04-10 |
Kipkelion East | Kericho | 203 | 35.518416 | -0.164613 | 113 | HDX | 2026-04-10 |
Teso South | Busia | 188 | 34.218382 | 0.541535 | 256 | HDX | 2026-04-10 |
Kabete | Kiambu | 137 | 36.697811 | -1.213134 | 67 | HDX | 2026-04-10 |
Kipkelion West | Kericho | 192 | 35.389517 | -0.159036 | 114 | HDX | 2026-04-10 |
Njoro | Nakuru | 127 | 35.966833 | -0.487237 | 211 | HDX | 2026-04-10 |
Masinga | Machakos | 137 | 37.60243 | -0.947983 | 164 | HDX | 2026-04-10 |
Kinangop | Nyandarua | 129 | 36.61053 | -0.702876 | 111 | HDX | 2026-04-10 |
Nambale | Busia | 224 | 34.313856 | 0.484856 | 200 | HDX | 2026-04-10 |
Saku | Samburu | 196 | 37.947594 | 2.336167 | 237 | HDX | 2026-04-10 |
Borabu | Siaya | 155 | 35.008417 | -0.749327 | 18 | HDX | 2026-04-10 |
Kitutu Masaba | Nyamira | 122 | 34.872039 | -0.675337 | 124 | HDX | 2026-04-10 |
Nyali | Mombasa | 184 | 39.714491 | -4.005982 | 216 | HDX | 2026-04-10 |
Kapseret | Uasin Gishu | 139 | 35.240849 | 0.423832 | 84 | HDX | 2026-04-10 |
Makueni | Makueni | 291 | 37.764553 | -1.927693 | 152 | HDX | 2026-04-10 |
Vihiga | Vihiga | 195 | 34.692198 | 0.03513 | 273 | HDX | 2026-04-10 |
Moyale | Marsabit | 282 | 38.823147 | 3.141381 | 182 | HDX | 2026-04-10 |
Gwassi | Homa Bay | 0 | 34.093226 | -0.642837 | 55 | HDX | 2026-04-10 |
Kipipiri | Nyandarua | 97 | 36.522925 | -0.43013 | 112 | HDX | 2026-04-10 |
Nyeri Town | Nyeri | 191 | 36.966657 | -0.418785 | 221 | HDX | 2026-04-10 |
Emuhaya | Vihiga | 203 | 34.616385 | 0.090137 | 38 | HDX | 2026-04-10 |
Roysambu | Nairobi | 75 | 36.883722 | -1.202957 | 231 | HDX | 2026-04-10 |
Kibera | Nairobi | 0 | 36.787533 | -1.310095 | 97 | HDX | 2026-04-10 |
Homa Bay Town | Homa Bay | 123 | 34.466144 | -0.546727 | 57 | HDX | 2026-04-10 |
Westlands | Nairobi | 129 | 36.787407 | -1.241887 | 281 | HDX | 2026-04-10 |
Lurambi | Kakamega | 110 | 34.703735 | 0.283005 | 147 | HDX | 2026-04-10 |
Naivasha | Nakuru | 148 | 36.416303 | -0.869166 | 197 | HDX | 2026-04-10 |
Lunga Lunga | Kwale | 393 | 39.023154 | -4.400808 | 146 | HDX | 2026-04-10 |
Dagoretti | Garissa | 0 | 36.71401 | -1.283148 | 31 | HDX | 2026-04-10 |
Tinderet | Nandi | 243 | 35.298051 | 0.076639 | 262 | HDX | 2026-04-10 |
Kamukunji | Nairobi | 153 | 36.859549 | -1.275077 | 78 | HDX | 2026-04-10 |
Rangwe | Homa Bay | 145 | 34.567444 | -0.544347 | 227 | HDX | 2026-04-10 |
Turkana North | Turkana | 106 | 35.502673 | 4.499888 | 267 | HDX | 2026-04-10 |
Soy | Uasin Gishu | 253 | 35.240075 | 0.79136 | 250 | HDX | 2026-04-10 |
Kisumu West | Kisumu | 314 | 34.657588 | -0.088509 | 119 | HDX | 2026-04-10 |
Matayos | Busia | 209 | 34.167965 | 0.40504 | 165 | HDX | 2026-04-10 |
Kisauni | Mombasa | 160 | 39.671303 | -3.972083 | 116 | HDX | 2026-04-10 |
Webuye | Bungoma | 255 | 34.78223 | 0.657098 | 279 | HDX | 2026-04-10 |
Kisumu Central | Kisumu | 173 | 34.73592 | -0.122936 | 117 | HDX | 2026-04-10 |
Mavoko | Machakos | 174 | 37.058695 | -1.435855 | 172 | HDX | 2026-04-10 |
Kabuchai | Bungoma | 105 | 34.6028 | 0.692427 | 69 | HDX | 2026-04-10 |
Konoin | Baringo | 114 | 35.371524 | -0.542434 | 125 | HDX | 2026-04-10 |
Aldai | Nandi | 209 | 34.959004 | 0.048639 | 2 | HDX | 2026-04-10 |
Kilgoris | Narok | 67 | 34.811568 | -1.112439 | 104 | HDX | 2026-04-10 |
Kajiado West | Kajiado | 146 | 37.189298 | -1.947388 | 76 | HDX | 2026-04-10 |
Kirinyaga Central | KIRINYAGA | 192 | 37.265795 | -0.433523 | 115 | HDX | 2026-04-10 |
Kitui Central | Kitui | 173 | 38.024632 | -1.329637 | 120 | HDX | 2026-04-10 |
Mandera East | Mandera | 563 | 41.536053 | 3.739272 | 155 | HDX | 2026-04-10 |
Manyatta | Embu | 132 | 37.454553 | -0.415018 | 159 | HDX | 2026-04-10 |
Kiambu | Kiambu | 86 | 36.844784 | -1.1569 | 96 | HDX | 2026-04-10 |
Kuresoi South | Nakuru | 111 | 35.63628 | -0.516334 | 127 | HDX | 2026-04-10 |
Mwingi Central | Kitui | 0 | 38.437046 | -0.860646 | 194 | HDX | 2026-04-10 |
Nyakach | Kisumu | 285 | 34.906088 | -0.321552 | 215 | HDX | 2026-04-10 |
Turbo | Uasin Gishu | 272 | 35.112338 | 0.5991 | 264 | HDX | 2026-04-10 |
Kisumu East | Kisumu | 234 | 34.793475 | -0.106013 | 118 | HDX | 2026-04-10 |
Wajir North | Wajir | 273 | 39.603584 | 2.935008 | 276 | HDX | 2026-04-10 |
Kajiado North | Kajiado | 100 | 36.680896 | -1.379183 | 74 | HDX | 2026-04-10 |
Mosop | Nandi | 146 | 35.04077 | 0.470002 | 181 | HDX | 2026-04-10 |
Cherangany | Bomet | 146 | 35.199004 | 1.014418 | 29 | HDX | 2026-04-10 |
Saboti | Marsabit | 147 | 34.852586 | 0.953736 | 236 | HDX | 2026-04-10 |
North Imenti | Meru | 93 | 37.71601 | 0.057066 | 213 | HDX | 2026-04-10 |
Kilome | Makueni | 136 | 37.28403 | -1.845399 | 107 | HDX | 2026-04-10 |
Mbita | Homa Bay | 0 | 34.175829 | -0.457154 | 173 | HDX | 2026-04-10 |
Msambweni | Kwale | 324 | 39.408883 | -4.456672 | 183 | HDX | 2026-04-10 |
Nyatike | Migori | 232 | 34.139659 | -0.920614 | 220 | HDX | 2026-04-10 |
Sirisia | Bomet | 114 | 34.474445 | 0.7465 | 246 | HDX | 2026-04-10 |
Mwatate | Taita Taveta | 127 | 38.338072 | -3.719328 | 192 | HDX | 2026-04-10 |
Jomvu | Mombasa | 150 | 39.603048 | -3.99703 | 65 | HDX | 2026-04-10 |
Rongai | Nakuru | 118 | 35.994174 | -0.092611 | 229 | HDX | 2026-04-10 |
Karachuonyo | Homa Bay | 148 | 34.600812 | -0.362376 | 85 | HDX | 2026-04-10 |
Narok South | Narok | 115 | 35.579229 | -1.453473 | 204 | HDX | 2026-04-10 |
Bobasi | Kisii | 147 | 34.828835 | -0.86123 | 12 | HDX | 2026-04-10 |
Embakasi | Wajir | 0 | 36.877519 | -1.329016 | 35 | HDX | 2026-04-10 |
Chepalungu | Mombasa | 174 | 35.251935 | -0.89638 | 28 | HDX | 2026-04-10 |
Limuru | Kiambu | 143 | 36.625241 | -1.141772 | 142 | HDX | 2026-04-10 |
Ol Jorok | Nyandarua | 123 | 36.311347 | -0.142551 | 222 | HDX | 2026-04-10 |
Maara | Tharaka Nithi | 163 | 37.622604 | -0.235405 | 148 | HDX | 2026-04-10 |
Gichugu | KIRINYAGA | 160 | 37.347422 | -0.400906 | 51 | HDX | 2026-04-10 |
Kiambaa | Kiambu | 115 | 36.76304 | -1.162617 | 95 | HDX | 2026-04-10 |
Mt. Elgon | Bungoma | 127 | 34.596797 | 0.928371 | 184 | HDX | 2026-04-10 |
Mwingi South | Kitui | 0 | 38.243644 | -1.037084 | 196 | HDX | 2026-04-10 |
Fafi | Garissa | 110 | 40.407822 | -0.745992 | 41 | HDX | 2026-04-10 |
Samburu North | Samburu | 254 | 36.673556 | 1.197406 | 239 | HDX | 2026-04-10 |
Mwea | KIRINYAGA | 193 | 37.387697 | -0.646303 | 193 | HDX | 2026-04-10 |
Laisamis | Marsabit | 146 | 37.360335 | 2.300499 | 136 | HDX | 2026-04-10 |
Cental Imenti | Meru | 0 | 37.683169 | -0.040115 | 26 | HDX | 2026-04-10 |
Wajir South | Wajir | 232 | 40.3579 | 0.987952 | 277 | HDX | 2026-04-10 |
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