Datasets:
year int64 2.01k 2.02k | geo_code int64 1 96 | geo_name stringclasses 63
values | geo_short stringclasses 63
values | geo_system stringclasses 1
value | instrument_era stringclasses 2
values | total_method stringclasses 2
values | papi_total float64 31.7 48.8 ⌀ | papi_unweighted float64 37.2 48.8 ⌀ | papi_weighted float64 39.6 53.3 ⌀ | d1_participation float64 3.61 6.81 ⌀ | d1_1_civic_knowledge float64 0.49 1.59 ⌀ | d1_2_opportunities float64 0.85 2.28 ⌀ | d1_3_elections_quality float64 1.02 1.9 ⌀ | d1_4_voluntary_contributions float64 0.42 1.8 ⌀ | d2_transparency float64 4.2 7.24 ⌀ | d2_1_access_to_information float64 0.64 3.14 ⌀ | d2_2_poverty_list_transparency float64 1.2 2.47 ⌀ | d2_3_commune_budget_transparency float64 1.02 2.09 ⌀ | d2_4_land_use_plan_transparency float64 0.86 1.63 ⌀ | d3_vertical_accountability float64 3.81 7.51 ⌀ | d3_1_interaction_with_authorities float64 1.14 2.59 ⌀ | d3_2_complaint_resolution float64 0.38 2.69 ⌀ | d3_3_access_to_justice float64 1 2.74 ⌀ | d4_control_of_corruption float64 4.05 8.29 ⌀ | d4_1_corruption_in_government float64 0.7 2.2 ⌀ | d4_2_corruption_in_services float64 1.18 2.36 ⌀ | d4_3_equity_in_public_employment float64 0.46 1.75 ⌀ | d4_4_anti_corruption_willingness float64 0.98 2.17 ⌀ | d5_public_admin_procedures float64 5.9 7.95 ⌀ | d5_1_certification_services float64 1.14 2.72 ⌀ | d5_2_construction_permits float64 1.37 2.03 ⌀ | d5_3_land_use_certificates float64 1.08 2.6 ⌀ | d5_4_commune_admin_services float64 1.65 2.65 ⌀ | d6_public_service_delivery float64 5.68 8.46 | d6_1_public_health float64 1.43 2.22 | d6_2_primary_education float64 0.92 2.21 | d6_3_basic_infrastructure float64 1.2 2.46 | d6_4_law_and_order float64 1.22 2.12 | d7_environmental_governance float64 2.71 6.74 ⌀ | d7_1_environmental_protection float64 0.7 2.77 ⌀ | d7_2_air_quality float64 1.29 2.47 ⌀ | d7_3_water_quality float64 0.34 2.05 ⌀ | d8_e_governance float64 1.93 5 ⌀ | d8_1_egov_portals float64 0.33 0.77 ⌀ | d8_2_internet_access float64 1.18 3.47 ⌀ | d8_3_egov_responsiveness float64 0.33 2.31 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,011 | 1 | Ha Noi | HN | historical_63 | classic_6 | sum_of_6_dimensions | 36.40502 | null | null | 5.76248 | 1.26411 | 1.914581 | 1.714875 | 0.868914 | 5.993628 | 2.566878 | 1.889205 | 1.537545 | null | 5.728503 | 1.660269 | 2.085445 | 1.982788 | 4.999064 | 1.118291 | 1.585172 | 0.642822 | 1.652779 | 6.86417 | 1.583421 | 1.869782 | 1.623258 | 1.787709 | 7.057175 | 1.746413 | 1.645679 | 1.996759 | 1.668323 | null | null | null | null | null | null | null | null |
2,011 | 2 | Ha Giang | HG | historical_63 | classic_6 | sum_of_6_dimensions | 32.253305 | null | null | 4.876205 | 0.937742 | 1.755304 | 1.502331 | 0.680827 | 4.829181 | 1.688166 | 1.694797 | 1.446219 | null | 5.007073 | 1.933776 | 1.443151 | 1.630147 | 5.220708 | 1.338472 | 1.632161 | 0.824716 | 1.425359 | 6.448717 | 1.499651 | 1.710305 | 1.326345 | 1.912416 | 5.871421 | 1.627907 | 1.342051 | 1.312513 | 1.58895 | null | null | null | null | null | null | null | null |
2,011 | 4 | Cao Bang | CB | historical_63 | classic_6 | sum_of_6_dimensions | 32.523493 | null | null | 5.309291 | 1.085203 | 2.145658 | 1.47375 | 0.60468 | 5.516291 | 2.444922 | 1.712191 | 1.359177 | null | 4.798923 | 1.752172 | 1.544819 | 1.50193 | 4.05398 | 0.831273 | 1.425056 | 0.463008 | 1.334643 | 6.588932 | 1.50152 | 1.819966 | 1.528709 | 1.738738 | 6.256076 | 1.866179 | 1.557192 | 1.197825 | 1.634879 | null | null | null | null | null | null | null | null |
2,011 | 6 | Bac Kan | BK | historical_63 | classic_6 | sum_of_6_dimensions | 36.66328 | null | null | 5.601996 | 1.313012 | 1.9661 | 1.653428 | 0.669456 | 5.773088 | 2.213166 | 1.847122 | 1.7128 | null | 5.725249 | 1.905725 | 1.871862 | 1.947661 | 5.885087 | 1.541285 | 1.788792 | 0.807153 | 1.747857 | 7.197525 | 1.819549 | 1.816267 | 1.623094 | 1.938614 | 6.480335 | 1.953417 | 1.539845 | 1.474143 | 1.51293 | null | null | null | null | null | null | null | null |
2,011 | 8 | Tuyen Quang | TQ | historical_63 | classic_6 | sum_of_6_dimensions | 35.259382 | null | null | 5.228072 | 1.134707 | 1.73558 | 1.473989 | 0.883796 | 5.541674 | 2.384736 | 1.733005 | 1.423933 | null | 5.371785 | 1.852681 | 1.634758 | 1.884345 | 5.795823 | 1.45074 | 1.67484 | 0.95479 | 1.715453 | 6.725205 | 1.589116 | 1.864233 | 1.408184 | 1.863673 | 6.596823 | 1.895485 | 1.634307 | 1.46568 | 1.601351 | null | null | null | null | null | null | null | null |
2,011 | 10 | Lao Cai | LCA | historical_63 | classic_6 | sum_of_6_dimensions | 35.112917 | null | null | 5.545943 | 1.156216 | 2.04512 | 1.635505 | 0.709102 | 5.830779 | 2.243659 | 2.030288 | 1.556832 | null | 5.573418 | 1.863893 | 1.948498 | 1.761027 | 5.484072 | 1.270756 | 1.579288 | 0.966576 | 1.667452 | 6.450169 | 1.526646 | 1.631131 | 1.397199 | 1.895192 | 6.228536 | 1.964216 | 1.363128 | 1.226304 | 1.674888 | null | null | null | null | null | null | null | null |
2,011 | 11 | Dien Bien | DB | historical_63 | classic_6 | sum_of_6_dimensions | 34.147335 | null | null | 4.83451 | 1.072177 | 1.929369 | 1.339069 | 0.493895 | 5.728653 | 2.574818 | 1.704393 | 1.449443 | null | 5.462211 | 1.982322 | 1.767379 | 1.71251 | 5.069239 | 1.064244 | 1.684429 | 0.69863 | 1.621935 | 6.708876 | 1.603676 | 1.812025 | 1.532695 | 1.76048 | 6.343846 | 1.778447 | 1.739415 | 1.229232 | 1.596752 | null | null | null | null | null | null | null | null |
2,011 | 12 | Lai Chau | LC | historical_63 | classic_6 | sum_of_6_dimensions | 33.927367 | null | null | 5.166482 | 1.130781 | 1.810195 | 1.505103 | 0.720404 | 5.084737 | 1.963 | 1.701136 | 1.420602 | null | 5.198565 | 1.897817 | 1.699368 | 1.60138 | 5.306615 | 1.12144 | 1.676862 | 0.949366 | 1.558947 | 6.675288 | 1.614654 | 1.727552 | 1.45953 | 1.873553 | 6.49568 | 1.947526 | 1.533959 | 1.412175 | 1.60202 | null | null | null | null | null | null | null | null |
2,011 | 14 | Son La | SL | historical_63 | classic_6 | sum_of_6_dimensions | 39.217211 | null | null | 6.642126 | 1.455008 | 2.278709 | 1.853783 | 1.054626 | 6.536399 | 3.13873 | 2.063211 | 1.334458 | null | 5.843012 | 1.865604 | 2.023913 | 1.953496 | 6.682519 | 2.147152 | 1.902262 | 0.716402 | 1.916704 | 6.684669 | 1.562504 | 1.866294 | 1.461389 | 1.794482 | 6.828486 | 1.949221 | 1.675617 | 1.480877 | 1.722771 | null | null | null | null | null | null | null | null |
2,011 | 15 | Yen Bai | YB | historical_63 | classic_6 | sum_of_6_dimensions | 35.744701 | null | null | 5.157237 | 1.163362 | 1.76574 | 1.428602 | 0.799534 | 6.049838 | 2.847545 | 1.58309 | 1.619202 | null | 5.696171 | 2.205921 | 1.761312 | 1.728938 | 5.769361 | 1.443037 | 1.706833 | 0.848433 | 1.771057 | 7.089154 | 1.765875 | 1.849602 | 1.566388 | 1.907289 | 5.98294 | 1.826724 | 1.39318 | 1.267583 | 1.495453 | null | null | null | null | null | null | null | null |
2,011 | 17 | Hoa Binh | HB | historical_63 | classic_6 | sum_of_6_dimensions | 37.232595 | null | null | 6.149224 | 1.278834 | 2.213502 | 1.605172 | 1.051716 | 5.987236 | 2.378661 | 1.91998 | 1.688595 | null | 6.053757 | 2.180379 | 2.037127 | 1.836251 | 5.717377 | 1.626067 | 1.774414 | 0.745711 | 1.571184 | 6.677558 | 1.644816 | 1.677904 | 1.558698 | 1.796141 | 6.647443 | 1.763243 | 1.634093 | 1.563725 | 1.686381 | null | null | null | null | null | null | null | null |
2,011 | 19 | Thai Nguyen | TNG | historical_63 | classic_6 | sum_of_6_dimensions | 35.526714 | null | null | 5.286486 | 1.185967 | 1.839579 | 1.511477 | 0.749463 | 5.955234 | 2.392725 | 1.974229 | 1.58828 | null | 5.535253 | 1.93931 | 1.900402 | 1.695541 | 5.492052 | 1.384347 | 1.712312 | 0.818099 | 1.577295 | 6.962739 | 1.861583 | 1.855418 | 1.390202 | 1.855536 | 6.29495 | 1.709864 | 1.433503 | 1.594471 | 1.557111 | null | null | null | null | null | null | null | null |
2,011 | 20 | Lang Son | LS | historical_63 | classic_6 | sum_of_6_dimensions | 38.383683 | null | null | 6.004803 | 1.355599 | 2.053136 | 1.774319 | 0.82175 | 6.380309 | 2.57583 | 2.165573 | 1.638906 | null | 5.864292 | 1.732241 | 2.130826 | 2.001225 | 6.363323 | 1.639141 | 1.987092 | 0.988743 | 1.748347 | 6.75143 | 1.789799 | 1.603916 | 1.625919 | 1.731796 | 7.019526 | 1.964107 | 1.665111 | 1.728882 | 1.661427 | null | null | null | null | null | null | null | null |
2,011 | 22 | Quang Ninh | QN | historical_63 | classic_6 | sum_of_6_dimensions | 34.908628 | null | null | 5.50693 | 1.206601 | 2.060618 | 1.458159 | 0.781552 | 5.563884 | 2.22621 | 1.820749 | 1.516925 | null | 5.981915 | 2.021885 | 1.999327 | 1.960703 | 4.581821 | 1.036586 | 1.404891 | 0.553767 | 1.586577 | 6.595512 | 1.542487 | 1.576541 | 1.812184 | 1.6643 | 6.678566 | 1.911922 | 1.615705 | 1.605819 | 1.545118 | null | null | null | null | null | null | null | null |
2,011 | 24 | Bac Giang | BG | historical_63 | classic_6 | sum_of_6_dimensions | 34.903347 | null | null | 5.627799 | 1.119716 | 1.783275 | 1.683685 | 1.041122 | 5.488588 | 2.145835 | 1.849319 | 1.493433 | null | 5.444681 | 1.67367 | 1.866268 | 1.904743 | 4.976701 | 1.123605 | 1.606852 | 0.533933 | 1.71231 | 6.843168 | 1.497521 | 1.850174 | 1.516025 | 1.979447 | 6.52241 | 1.761473 | 1.656613 | 1.450779 | 1.653546 | null | null | null | null | null | null | null | null |
2,011 | 25 | Phu Tho | PT | historical_63 | classic_6 | sum_of_6_dimensions | 35.720704 | null | null | 5.671049 | 1.19956 | 1.893927 | 1.717226 | 0.860336 | 5.024613 | 2.287191 | 1.451507 | 1.285915 | null | 5.86601 | 1.92909 | 2.045003 | 1.891918 | 5.677862 | 1.355716 | 1.789468 | 0.877461 | 1.655218 | 6.902812 | 1.628848 | 1.918087 | 1.556781 | 1.799096 | 6.578358 | 1.837313 | 1.643893 | 1.524915 | 1.572237 | null | null | null | null | null | null | null | null |
2,011 | 26 | Vinh Phuc | VP | historical_63 | classic_6 | sum_of_6_dimensions | 35.784259 | null | null | 5.45946 | 1.174406 | 2.005409 | 1.439916 | 0.839729 | 5.376756 | 2.174773 | 1.720148 | 1.481834 | null | 5.662301 | 1.660405 | 1.885831 | 2.116065 | 5.627712 | 1.501827 | 1.691183 | 0.660341 | 1.77436 | 6.728115 | 1.599931 | 1.753652 | 1.535557 | 1.838974 | 6.929915 | 1.632794 | 1.906807 | 1.784158 | 1.606156 | null | null | null | null | null | null | null | null |
2,011 | 27 | Bac Ninh | BN | historical_63 | classic_6 | sum_of_6_dimensions | 35.144345 | null | null | 5.945492 | 1.257221 | 2.09271 | 1.63501 | 0.960552 | 5.300251 | 2.195421 | 1.698996 | 1.405834 | null | 5.536696 | 1.5617 | 2.072768 | 1.902229 | 4.756677 | 1.102233 | 1.495684 | 0.519007 | 1.639753 | 6.873471 | 1.569583 | 1.877422 | 1.588114 | 1.838352 | 6.731758 | 1.705368 | 1.599736 | 1.916204 | 1.51045 | null | null | null | null | null | null | null | null |
2,011 | 30 | Hai Duong | HD | historical_63 | classic_6 | sum_of_6_dimensions | 36.899708 | null | null | 5.680454 | 1.248137 | 2.039742 | 1.458032 | 0.934544 | 5.892763 | 2.418834 | 1.715071 | 1.758857 | null | 6.270883 | 1.923713 | 2.355387 | 1.991783 | 5.508252 | 1.284879 | 1.632258 | 0.728332 | 1.862783 | 6.533383 | 1.6927 | 1.608283 | 1.538153 | 1.694246 | 7.013973 | 1.79077 | 1.731229 | 1.970555 | 1.521419 | null | null | null | null | null | null | null | null |
2,011 | 31 | Hai Phong | HP | historical_63 | classic_6 | sum_of_6_dimensions | 34.197007 | null | null | 5.178622 | 1.200067 | 1.806136 | 1.471469 | 0.70095 | 5.307114 | 2.24493 | 1.813251 | 1.248933 | null | 4.773243 | 1.833465 | 1.53481 | 1.404968 | 4.595267 | 0.95974 | 1.299524 | 0.722422 | 1.613581 | 7.010265 | 1.582784 | 1.891877 | 1.657522 | 1.878082 | 7.332496 | 1.602297 | 1.590012 | 2.463895 | 1.676292 | null | null | null | null | null | null | null | null |
2,011 | 33 | Hung Yen | HY | historical_63 | classic_6 | sum_of_6_dimensions | 33.498155 | null | null | 5.107419 | 1.110931 | 1.788916 | 1.535405 | 0.672168 | 5.031453 | 2.072737 | 1.541832 | 1.416884 | null | 5.145127 | 1.381748 | 1.938794 | 1.824585 | 4.942143 | 1.146326 | 1.460338 | 0.766538 | 1.56894 | 6.81072 | 1.667432 | 1.886836 | 1.333895 | 1.922558 | 6.461293 | 1.624987 | 1.506494 | 1.777475 | 1.552336 | null | null | null | null | null | null | null | null |
2,011 | 34 | Thai Binh | TB | historical_63 | classic_6 | sum_of_6_dimensions | 36.149746 | null | null | 5.334291 | 1.08398 | 1.849156 | 1.474351 | 0.926803 | 5.845027 | 1.996194 | 1.94576 | 1.903074 | null | 6.422015 | 1.87314 | 2.214227 | 2.334648 | 5.106078 | 1.285195 | 1.530757 | 0.675328 | 1.614797 | 6.811929 | 1.700614 | 1.62396 | 1.660699 | 1.826657 | 6.630406 | 1.872604 | 1.630213 | 1.553579 | 1.57401 | null | null | null | null | null | null | null | null |
2,011 | 35 | Ha Nam | HNA | historical_63 | classic_6 | sum_of_6_dimensions | 35.67228 | null | null | 5.352929 | 1.160259 | 1.926099 | 1.513176 | 0.753395 | 5.570489 | 2.286245 | 1.897212 | 1.387031 | null | 6.249077 | 2.033296 | 2.170094 | 2.045687 | 5.580551 | 1.42735 | 1.641311 | 0.767852 | 1.744038 | 6.702801 | 1.502029 | 1.760347 | 1.639879 | 1.800545 | 6.216433 | 1.61088 | 1.604445 | 1.423261 | 1.577848 | null | null | null | null | null | null | null | null |
2,011 | 36 | Nam Dinh | ND | historical_63 | classic_6 | sum_of_6_dimensions | 38.384055 | null | null | 5.379339 | 1.201967 | 1.901551 | 1.547008 | 0.728813 | 6.65163 | 2.652982 | 2.25561 | 1.743038 | null | 6.295915 | 2.037496 | 2.220913 | 2.037506 | 5.912676 | 1.382032 | 1.628443 | 1.020144 | 1.882057 | 7.374056 | 1.909247 | 1.827344 | 1.68044 | 1.957025 | 6.770439 | 1.49491 | 1.712442 | 1.884642 | 1.678445 | null | null | null | null | null | null | null | null |
2,011 | 37 | Ninh Binh | NB | historical_63 | classic_6 | sum_of_6_dimensions | 33.599986 | null | null | 4.882277 | 0.967803 | 1.494569 | 1.558276 | 0.86163 | 5.231442 | 2.225426 | 1.56312 | 1.442897 | null | 5.078667 | 1.623312 | 1.629696 | 1.825659 | 4.931393 | 1.048167 | 1.502831 | 0.602426 | 1.777969 | 7.017153 | 1.790365 | 1.768103 | 1.550767 | 1.907918 | 6.459054 | 1.598306 | 1.626386 | 1.689263 | 1.545099 | null | null | null | null | null | null | null | null |
2,011 | 38 | Thanh Hoa | TH | historical_63 | classic_6 | sum_of_6_dimensions | 37.228593 | null | null | 5.543016 | 1.225473 | 1.803354 | 1.631065 | 0.883125 | 5.964661 | 2.635071 | 1.779795 | 1.549795 | null | 5.943183 | 2.036047 | 2.100137 | 1.806999 | 5.735574 | 1.336618 | 1.785536 | 0.928729 | 1.684691 | 7.260157 | 1.848236 | 1.825822 | 1.647932 | 1.938167 | 6.782002 | 1.822714 | 1.824911 | 1.527471 | 1.606906 | null | null | null | null | null | null | null | null |
2,011 | 40 | Nghe An | NAN | historical_63 | classic_6 | sum_of_6_dimensions | 36.283377 | null | null | 5.40526 | 1.199325 | 1.927152 | 1.569641 | 0.709142 | 5.93751 | 2.426854 | 1.847646 | 1.66301 | null | 6.318358 | 2.225247 | 2.107531 | 1.98558 | 5.372231 | 1.211005 | 1.658282 | 0.793284 | 1.709659 | 6.836513 | 1.79462 | 1.681017 | 1.491632 | 1.869244 | 6.413505 | 1.832831 | 1.659538 | 1.381928 | 1.539208 | null | null | null | null | null | null | null | null |
2,011 | 42 | Ha Tinh | HT | historical_63 | classic_6 | sum_of_6_dimensions | 38.749168 | null | null | 5.629052 | 1.143853 | 2.067013 | 1.584533 | 0.833653 | 6.684592 | 2.740739 | 2.130146 | 1.813707 | null | 6.511307 | 2.216776 | 2.223412 | 2.071119 | 5.918511 | 1.550958 | 1.625067 | 0.7741 | 1.968387 | 7.151428 | 1.880874 | 1.769476 | 1.492613 | 2.008465 | 6.854278 | 2.05709 | 1.467056 | 1.682432 | 1.647701 | null | null | null | null | null | null | null | null |
2,011 | 44 | Quang Binh | QB | historical_63 | classic_6 | sum_of_6_dimensions | 40.351921 | null | null | 6.293084 | 1.492693 | 2.085098 | 1.657284 | 1.058009 | 6.350776 | 2.400568 | 2.148382 | 1.801826 | null | 6.570911 | 2.031462 | 2.354032 | 2.185417 | 6.451807 | 1.802433 | 1.884704 | 0.98722 | 1.777449 | 7.465513 | 1.909684 | 1.842756 | 1.725845 | 1.987229 | 7.21983 | 1.900747 | 1.710275 | 2.071185 | 1.537622 | null | null | null | null | null | null | null | null |
2,011 | 45 | Quang Tri | QT | historical_63 | classic_6 | sum_of_6_dimensions | 39.11002 | null | null | 5.883188 | 1.329225 | 2.155398 | 1.701187 | 0.697379 | 6.09556 | 2.143367 | 2.173276 | 1.778917 | null | 6.984396 | 2.346846 | 2.236401 | 2.401149 | 5.794321 | 1.515205 | 1.757952 | 0.752273 | 1.768891 | 7.311706 | 1.918899 | 1.871518 | 1.554831 | 1.966458 | 7.040849 | 1.916895 | 1.664385 | 1.879989 | 1.57958 | null | null | null | null | null | null | null | null |
2,011 | 46 | Thua Thien Hue | TTH | historical_63 | classic_6 | sum_of_6_dimensions | 35.283298 | null | null | 5.276932 | 1.164056 | 1.938235 | 1.456187 | 0.718454 | 5.354371 | 2.287637 | 1.620077 | 1.446656 | null | 5.330616 | 1.942854 | 1.639482 | 1.748281 | 5.706082 | 1.388417 | 1.857406 | 0.74574 | 1.71452 | 6.644399 | 1.639512 | 1.693197 | 1.477675 | 1.834014 | 6.970898 | 1.811087 | 1.652263 | 1.790975 | 1.716573 | null | null | null | null | null | null | null | null |
2,011 | 48 | Da Nang | DNA | historical_63 | classic_6 | sum_of_6_dimensions | 37.37076 | null | null | 5.278487 | 1.15187 | 1.808665 | 1.454136 | 0.863815 | 5.456141 | 2.119093 | 1.752099 | 1.584949 | null | 5.790415 | 2.153575 | 1.736791 | 1.900048 | 6.083569 | 1.46272 | 1.883751 | 1.022878 | 1.71422 | 7.332107 | 1.882197 | 1.867341 | 1.642887 | 1.939682 | 7.430041 | 1.924405 | 1.698668 | 2.271634 | 1.535334 | null | null | null | null | null | null | null | null |
2,011 | 49 | Quang Nam | QNA | historical_63 | classic_6 | sum_of_6_dimensions | 36.032773 | null | null | 5.329458 | 1.041314 | 1.896631 | 1.662096 | 0.729417 | 5.71666 | 2.207768 | 1.820638 | 1.688254 | null | 5.409335 | 1.839117 | 1.793886 | 1.776332 | 6.291757 | 1.553515 | 1.852507 | 1.211298 | 1.674437 | 6.447381 | 1.598343 | 1.648747 | 1.410586 | 1.789705 | 6.838182 | 2.101797 | 1.663322 | 1.411495 | 1.661569 | null | null | null | null | null | null | null | null |
2,011 | 51 | Quang Ngai | QNG | historical_63 | classic_6 | sum_of_6_dimensions | 34.001488 | null | null | 5.048677 | 1.054932 | 1.893188 | 1.3434 | 0.757157 | 5.305767 | 1.682621 | 2.071519 | 1.551626 | null | 5.578123 | 2.073755 | 1.727345 | 1.777024 | 5.353436 | 1.267076 | 1.659106 | 0.731452 | 1.695802 | 6.409153 | 1.509032 | 1.550641 | 1.523483 | 1.825997 | 6.306332 | 1.742429 | 1.44261 | 1.505322 | 1.61597 | null | null | null | null | null | null | null | null |
2,011 | 52 | Binh Dinh | BDI | historical_63 | classic_6 | sum_of_6_dimensions | 38.431522 | null | null | 5.884237 | 1.273893 | 2.220003 | 1.651635 | 0.738707 | 5.681886 | 2.324452 | 1.584242 | 1.773192 | null | 6.004536 | 1.814422 | 2.272174 | 1.917939 | 6.945232 | 1.750072 | 2.019128 | 1.196722 | 1.979309 | 6.902247 | 1.687673 | 1.816987 | 1.438016 | 1.959572 | 7.013384 | 1.949929 | 1.698044 | 1.675656 | 1.689755 | null | null | null | null | null | null | null | null |
2,011 | 54 | Phu Yen | PY | historical_63 | classic_6 | sum_of_6_dimensions | 32.930252 | null | null | 4.76267 | 1.041196 | 1.714552 | 1.382869 | 0.624054 | 5.019029 | 1.938665 | 1.551974 | 1.52839 | null | 5.211934 | 1.890625 | 1.696886 | 1.624422 | 5.09361 | 1.091746 | 1.620994 | 0.632875 | 1.747994 | 6.578695 | 1.521978 | 1.626737 | 1.63551 | 1.794469 | 6.264314 | 1.595418 | 1.633089 | 1.476064 | 1.559743 | null | null | null | null | null | null | null | null |
2,011 | 56 | Khanh Hoa | KH | historical_63 | classic_6 | sum_of_6_dimensions | 34.52543 | null | null | 5.353788 | 1.028085 | 1.940445 | 1.538349 | 0.846909 | 5.533273 | 2.291712 | 1.789282 | 1.452279 | null | 5.277689 | 2.009572 | 1.667803 | 1.600314 | 5.263045 | 1.265796 | 1.587704 | 0.737894 | 1.671651 | 6.433857 | 1.542023 | 1.807669 | 1.278537 | 1.805628 | 6.663778 | 1.728944 | 1.552033 | 1.824296 | 1.558504 | null | null | null | null | null | null | null | null |
2,011 | 58 | Ninh Thuan | NT | historical_63 | classic_6 | sum_of_6_dimensions | 34.343526 | null | null | 5.06227 | 1.007585 | 1.904975 | 1.446779 | 0.702931 | 4.641479 | 1.642776 | 1.518414 | 1.48029 | null | 5.522005 | 2.253194 | 1.533161 | 1.73565 | 5.131741 | 1.051244 | 1.709218 | 0.650589 | 1.720691 | 7.062998 | 1.704036 | 1.853964 | 1.536127 | 1.968871 | 6.923033 | 1.910865 | 1.5556 | 1.891233 | 1.565335 | null | null | null | null | null | null | null | null |
2,011 | 60 | Binh Thuan | BTH | historical_63 | classic_6 | sum_of_6_dimensions | 33.597536 | null | null | 4.320866 | 0.957171 | 1.674447 | 1.26443 | 0.424817 | 4.881819 | 1.713879 | 1.623659 | 1.544281 | null | 5.43684 | 1.895938 | 1.771995 | 1.768906 | 5.817658 | 1.374367 | 1.855147 | 1.003147 | 1.584996 | 6.65764 | 1.558517 | 1.712428 | 1.531883 | 1.854811 | 6.482713 | 1.653316 | 1.71868 | 1.887484 | 1.223232 | null | null | null | null | null | null | null | null |
2,011 | 62 | Kon Tum | KT | historical_63 | classic_6 | sum_of_6_dimensions | 35.27674 | null | null | 5.259974 | 1.14102 | 1.930581 | 1.358428 | 0.829944 | 5.163684 | 2.006649 | 1.882398 | 1.274637 | null | 5.63341 | 2.246154 | 1.808088 | 1.579168 | 5.333369 | 1.202823 | 1.706858 | 0.761427 | 1.662261 | 7.148442 | 1.773854 | 1.847913 | 1.640845 | 1.88583 | 6.737861 | 1.852007 | 1.680024 | 1.674572 | 1.531258 | null | null | null | null | null | null | null | null |
2,011 | 64 | Gia Lai | GL | historical_63 | classic_6 | sum_of_6_dimensions | 35.964635 | null | null | 5.474282 | 1.276153 | 1.865576 | 1.753239 | 0.579314 | 6.002263 | 2.534854 | 1.84204 | 1.625369 | null | 5.435134 | 1.865179 | 1.805821 | 1.764134 | 5.65083 | 1.29373 | 1.715039 | 0.790438 | 1.851623 | 7.084662 | 2.069058 | 1.682231 | 1.57171 | 1.761663 | 6.317464 | 1.623713 | 1.651915 | 1.445896 | 1.595941 | null | null | null | null | null | null | null | null |
2,011 | 66 | Dak Lak | DLK | historical_63 | classic_6 | sum_of_6_dimensions | 35.041975 | null | null | 5.098397 | 1.09526 | 1.889932 | 1.524278 | 0.588928 | 5.801748 | 2.430263 | 1.902539 | 1.468946 | null | 5.532555 | 1.976871 | 1.767324 | 1.78836 | 5.028733 | 1.166014 | 1.504646 | 0.688783 | 1.669289 | 7.00809 | 1.676823 | 1.839702 | 1.505704 | 1.985861 | 6.572452 | 1.774989 | 1.65178 | 1.583009 | 1.562673 | null | null | null | null | null | null | null | null |
2,011 | 67 | Dak Nong | DNO | historical_63 | classic_6 | sum_of_6_dimensions | 35.802334 | null | null | 5.725976 | 1.194472 | 1.917892 | 1.709512 | 0.9041 | 5.892358 | 2.436305 | 2.01491 | 1.441143 | null | 5.553295 | 1.993769 | 1.800236 | 1.75929 | 5.75058 | 1.539413 | 1.647649 | 0.787617 | 1.775901 | 7.1993 | 1.96981 | 1.721244 | 1.618382 | 1.889864 | 5.680825 | 1.535444 | 0.936792 | 1.609884 | 1.598707 | null | null | null | null | null | null | null | null |
2,011 | 68 | Lam Dong | LD | historical_63 | classic_6 | sum_of_6_dimensions | 34.217164 | null | null | 5.251161 | 1.092079 | 1.960733 | 1.387981 | 0.810368 | 4.603978 | 1.57821 | 1.60392 | 1.421848 | null | 5.531252 | 2.110162 | 1.695506 | 1.725585 | 5.025381 | 1.17199 | 1.581788 | 0.53848 | 1.733123 | 7.174689 | 1.76481 | 1.711889 | 1.752226 | 1.945764 | 6.630703 | 1.46875 | 1.645809 | 1.976076 | 1.540068 | null | null | null | null | null | null | null | null |
2,011 | 70 | Binh Phuoc | BP | historical_63 | classic_6 | sum_of_6_dimensions | 35.864012 | null | null | 5.433785 | 1.119501 | 1.828548 | 1.473577 | 1.012159 | 6.020853 | 2.39256 | 2.11008 | 1.518213 | null | 5.847684 | 2.062173 | 1.984067 | 1.801444 | 5.512823 | 1.365229 | 1.62907 | 0.875513 | 1.64301 | 7.129824 | 1.874924 | 1.727643 | 1.556572 | 1.970686 | 5.919043 | 1.492307 | 1.264849 | 1.544779 | 1.617107 | null | null | null | null | null | null | null | null |
2,011 | 72 | Tay Ninh | TN | historical_63 | classic_6 | sum_of_6_dimensions | 32.542236 | null | null | 4.403107 | 0.817669 | 1.561858 | 1.219549 | 0.804031 | 4.626924 | 1.69545 | 1.350398 | 1.581076 | null | 5.189391 | 2.003385 | 1.705557 | 1.480449 | 5.24101 | 1.330984 | 1.61134 | 1.053099 | 1.245587 | 6.715736 | 1.609283 | 1.759511 | 1.499915 | 1.847027 | 6.366068 | 1.679758 | 1.652788 | 1.397421 | 1.636101 | null | null | null | null | null | null | null | null |
2,011 | 74 | Binh Duong | BD | historical_63 | classic_6 | sum_of_6_dimensions | 37.129289 | null | null | 5.083646 | 1.065071 | 1.745766 | 1.240267 | 1.032542 | 5.475698 | 2.090189 | 1.857452 | 1.528056 | null | 5.385574 | 2.072939 | 1.694716 | 1.617919 | 7.183592 | 1.823155 | 2.087957 | 1.425409 | 1.847071 | 7.146326 | 1.817847 | 1.777597 | 1.73523 | 1.815652 | 6.854453 | 1.729505 | 1.62787 | 1.806595 | 1.690482 | null | null | null | null | null | null | null | null |
2,011 | 75 | Dong Nai | DN | historical_63 | classic_6 | sum_of_6_dimensions | 35.660174 | null | null | 5.457825 | 1.166712 | 1.813504 | 1.431862 | 1.045746 | 5.387383 | 2.143747 | 1.674462 | 1.569175 | null | 5.144117 | 1.827014 | 1.652421 | 1.664681 | 5.865746 | 1.407616 | 1.754398 | 1.0032 | 1.700531 | 7.144776 | 1.847195 | 1.80192 | 1.589253 | 1.906408 | 6.660327 | 1.619817 | 1.720916 | 1.778363 | 1.541232 | null | null | null | null | null | null | null | null |
2,011 | 77 | Ba Ria - Vung Tau | VT | historical_63 | classic_6 | sum_of_6_dimensions | 39.95439 | null | null | 5.96322 | 1.387805 | 2.131415 | 1.483022 | 0.960978 | 6.849039 | 2.786321 | 2.297411 | 1.765307 | null | 5.53126 | 1.911893 | 1.932437 | 1.68693 | 6.890491 | 1.836011 | 2.118121 | 1.266284 | 1.670074 | 7.427681 | 1.916925 | 1.86088 | 1.654956 | 1.99492 | 7.292699 | 1.771637 | 1.69522 | 2.233707 | 1.592134 | null | null | null | null | null | null | null | null |
2,011 | 79 | Ho Chi Minh City | HCM | historical_63 | classic_6 | sum_of_6_dimensions | 36.76574 | null | null | 5.143024 | 1.100973 | 1.897464 | 1.347482 | 0.797105 | 6.005712 | 2.363126 | 2.10259 | 1.539997 | null | 5.240344 | 1.778108 | 1.750954 | 1.711281 | 6.147952 | 1.489532 | 1.825625 | 1.05625 | 1.776546 | 7.080636 | 1.87522 | 1.771966 | 1.66542 | 1.768029 | 7.148072 | 1.754726 | 1.678336 | 2.12218 | 1.59283 | null | null | null | null | null | null | null | null |
2,011 | 80 | Long An | LA | historical_63 | classic_6 | sum_of_6_dimensions | 39.837775 | null | null | 5.769613 | 1.363052 | 2.023687 | 1.311521 | 1.071353 | 6.149002 | 2.356336 | 1.942362 | 1.850304 | null | 6.257419 | 2.166481 | 1.963702 | 2.127236 | 7.360318 | 1.919238 | 2.048708 | 1.426269 | 1.966103 | 7.185021 | 1.851104 | 1.614536 | 1.724489 | 1.994893 | 7.116402 | 1.881669 | 2.064651 | 1.559018 | 1.611064 | null | null | null | null | null | null | null | null |
2,011 | 82 | Tien Giang | TG | historical_63 | classic_6 | sum_of_6_dimensions | 37.669609 | null | null | 5.734218 | 1.239897 | 2.20189 | 1.370432 | 0.921999 | 5.888436 | 2.340391 | 1.844124 | 1.703921 | null | 5.78971 | 1.956596 | 1.860356 | 1.972758 | 6.873276 | 1.945137 | 2.103244 | 1.478413 | 1.346482 | 6.924706 | 1.689053 | 1.650825 | 1.652765 | 1.932064 | 6.459263 | 1.831757 | 1.674849 | 1.261625 | 1.691031 | null | null | null | null | null | null | null | null |
2,011 | 83 | Ben Tre | BT | historical_63 | classic_6 | sum_of_6_dimensions | 37.125974 | null | null | 5.787479 | 1.352068 | 2.10804 | 1.47646 | 0.85091 | 5.931097 | 2.322259 | 1.821999 | 1.786838 | null | 5.121816 | 1.474959 | 1.709157 | 1.937699 | 6.52783 | 1.582084 | 1.972142 | 1.134388 | 1.839215 | 6.802374 | 1.617074 | 1.651548 | 1.665578 | 1.868174 | 6.955378 | 1.944048 | 1.649952 | 1.684163 | 1.677215 | null | null | null | null | null | null | null | null |
2,011 | 84 | Tra Vinh | TV | historical_63 | classic_6 | sum_of_6_dimensions | 31.927267 | null | null | 4.687884 | 0.847349 | 1.922188 | 1.228435 | 0.689912 | 4.435356 | 1.649931 | 1.35888 | 1.426545 | null | 5.110535 | 1.849697 | 1.640482 | 1.620355 | 4.924287 | 1.339569 | 1.610036 | 0.999282 | 0.975401 | 6.359602 | 1.411406 | 1.707618 | 1.493774 | 1.746805 | 6.409603 | 1.805328 | 1.645014 | 1.311062 | 1.6482 | null | null | null | null | null | null | null | null |
2,011 | 86 | Vinh Long | VL | historical_63 | classic_6 | sum_of_6_dimensions | 35.804577 | null | null | 5.242749 | 0.929189 | 1.825806 | 1.53814 | 0.949614 | 5.080515 | 2.094966 | 1.341124 | 1.644425 | null | 5.395402 | 1.982476 | 1.627506 | 1.78542 | 5.997477 | 1.530559 | 1.841205 | 0.940687 | 1.685027 | 7.075324 | 1.845792 | 1.775788 | 1.486078 | 1.967666 | 7.01311 | 1.918089 | 1.689451 | 1.753472 | 1.652098 | null | null | null | null | null | null | null | null |
2,011 | 87 | Dong Thap | DT | historical_63 | classic_6 | sum_of_6_dimensions | 37.221591 | null | null | 5.182785 | 0.874216 | 1.80039 | 1.345135 | 1.163044 | 5.476338 | 2.087648 | 1.838437 | 1.550253 | null | 5.941434 | 1.929068 | 2.200966 | 1.811399 | 6.760653 | 1.728041 | 2.04059 | 1.471231 | 1.520791 | 7.194096 | 1.701292 | 1.795936 | 1.915427 | 1.781441 | 6.666285 | 1.649468 | 1.741338 | 1.629269 | 1.64621 | null | null | null | null | null | null | null | null |
2,011 | 89 | An Giang | AG | historical_63 | classic_6 | sum_of_6_dimensions | 33.376942 | null | null | 4.869586 | 0.993498 | 1.802847 | 1.232308 | 0.840933 | 4.958939 | 1.873526 | 1.594972 | 1.490441 | null | 4.735237 | 1.814792 | 1.412714 | 1.507732 | 5.540307 | 1.184035 | 1.77438 | 0.906518 | 1.675374 | 6.467561 | 1.55632 | 1.764913 | 1.495508 | 1.650821 | 6.805312 | 1.732087 | 1.67341 | 1.797593 | 1.602222 | null | null | null | null | null | null | null | null |
2,011 | 91 | Kien Giang | KG | historical_63 | classic_6 | sum_of_6_dimensions | 34.748483 | null | null | 5.09196 | 1.053262 | 1.899963 | 1.263792 | 0.874943 | 4.767159 | 1.637765 | 1.786493 | 1.342901 | null | 5.290498 | 1.842943 | 1.654449 | 1.793106 | 5.737898 | 1.367535 | 1.596329 | 1.13556 | 1.638474 | 6.866744 | 1.56618 | 1.862933 | 1.638857 | 1.798774 | 6.994224 | 1.727113 | 1.692685 | 1.955261 | 1.619164 | null | null | null | null | null | null | null | null |
2,011 | 92 | Can Tho | CT | historical_63 | classic_6 | sum_of_6_dimensions | 35.609532 | null | null | 5.716923 | 1.268982 | 1.808011 | 1.620718 | 1.019212 | 5.490738 | 1.960652 | 1.804607 | 1.72548 | null | 5.547006 | 2.128985 | 1.612361 | 1.80566 | 5.951178 | 1.442254 | 1.892582 | 1.07791 | 1.538432 | 6.353442 | 1.476052 | 1.64985 | 1.475877 | 1.751663 | 6.550245 | 1.798383 | 1.404664 | 1.748512 | 1.598685 | null | null | null | null | null | null | null | null |
2,011 | 93 | Hau Giang | HGI | historical_63 | classic_6 | sum_of_6_dimensions | 34.29886 | null | null | 4.969893 | 1.029694 | 1.748022 | 1.525313 | 0.666865 | 4.789634 | 1.877535 | 1.435414 | 1.476686 | null | 5.271314 | 1.854458 | 1.943508 | 1.473347 | 5.765605 | 1.532455 | 1.85081 | 1.104249 | 1.278091 | 6.786561 | 1.690855 | 1.759294 | 1.576172 | 1.76024 | 6.715853 | 1.740993 | 1.642484 | 1.619754 | 1.712622 | null | null | null | null | null | null | null | null |
2,011 | 94 | Soc Trang | ST | historical_63 | classic_6 | sum_of_6_dimensions | 35.129238 | null | null | 4.899919 | 0.824166 | 1.790606 | 1.510649 | 0.774499 | 4.922166 | 2.009997 | 1.432871 | 1.479298 | null | 5.152213 | 1.76098 | 1.728151 | 1.663082 | 6.944393 | 1.922185 | 2.251206 | 1.305248 | 1.465753 | 6.575285 | 1.37815 | 1.808648 | 1.510209 | 1.87828 | 6.635262 | 1.743388 | 1.64372 | 1.660067 | 1.588087 | null | null | null | null | null | null | null | null |
2,011 | 95 | Bac Lieu | BL | historical_63 | classic_6 | sum_of_6_dimensions | 34.280385 | null | null | 4.637381 | 0.914891 | 1.702556 | 1.340459 | 0.679476 | 4.674524 | 1.956814 | 1.402096 | 1.315614 | null | 5.063324 | 1.676138 | 1.66443 | 1.722756 | 6.301612 | 1.527133 | 1.949369 | 1.15242 | 1.67269 | 6.858888 | 1.454472 | 1.885903 | 1.676616 | 1.841896 | 6.744656 | 1.613356 | 1.737585 | 1.765749 | 1.627965 | null | null | null | null | null | null | null | null |
2,011 | 96 | Ca Mau | CM | historical_63 | classic_6 | sum_of_6_dimensions | 35.477787 | null | null | 4.812378 | 1.049867 | 1.661893 | 1.454409 | 0.646209 | 5.456194 | 2.099819 | 1.465394 | 1.890981 | null | 5.180061 | 1.826627 | 1.836437 | 1.516998 | 6.861135 | 1.586057 | 1.884188 | 1.326866 | 2.064025 | 6.847742 | 1.56009 | 1.72493 | 1.559025 | 2.003697 | 6.320277 | 1.752527 | 1.526726 | 1.403378 | 1.637646 | null | null | null | null | null | null | null | null |
2,012 | 1 | Ha Noi | HN | historical_63 | classic_6 | sum_of_6_dimensions | 36.893185 | null | null | 5.506642 | 1.187747 | 1.818143 | 1.662915 | 0.837837 | 6.262991 | 2.682247 | 1.966404 | 1.614339 | null | 6.057058 | 1.876521 | 2.069296 | 2.111242 | 5.178477 | 1.209253 | 1.4994 | 0.705013 | 1.764811 | 6.86754 | 1.726166 | 1.783883 | 1.552957 | 1.804534 | 7.020477 | 1.676689 | 1.640168 | 2.055675 | 1.647945 | null | null | null | null | null | null | null | null |
2,012 | 2 | Ha Giang | HG | historical_63 | classic_6 | sum_of_6_dimensions | 35.409455 | null | null | 5.279693 | 1.021124 | 1.994788 | 1.49726 | 0.76652 | 5.664689 | 2.346021 | 1.787134 | 1.531534 | null | 5.465209 | 1.253114 | 2.083983 | 2.128112 | 5.516757 | 1.274836 | 1.822512 | 0.828542 | 1.590867 | 6.674441 | 1.545255 | 1.780389 | 1.526374 | 1.822424 | 6.808666 | 2.062771 | 1.784477 | 1.379484 | 1.581934 | null | null | null | null | null | null | null | null |
2,012 | 4 | Cao Bang | CB | historical_63 | classic_6 | sum_of_6_dimensions | 35.341628 | null | null | 5.540246 | 1.0793 | 1.934277 | 1.725274 | 0.801395 | 6.279766 | 2.226231 | 2.380345 | 1.67319 | null | 5.523517 | 2.12875 | 1.644344 | 1.750423 | 4.745146 | 1.282347 | 1.403488 | 0.801772 | 1.25754 | 6.864997 | 1.627121 | 1.742256 | 1.547403 | 1.948218 | 6.387956 | 1.947916 | 1.566431 | 1.281377 | 1.592231 | null | null | null | null | null | null | null | null |
2,012 | 6 | Bac Kan | BK | historical_63 | classic_6 | sum_of_6_dimensions | 38.040432 | null | null | 5.607619 | 1.103446 | 1.902829 | 1.745397 | 0.855947 | 5.774017 | 2.172025 | 1.803178 | 1.798813 | null | 6.238062 | 2.310497 | 1.985231 | 1.942334 | 6.537386 | 1.66209 | 2.014534 | 0.997067 | 1.863696 | 7.113933 | 1.810032 | 1.800681 | 1.534025 | 1.969194 | 6.769415 | 2.0365 | 1.683506 | 1.519479 | 1.52993 | null | null | null | null | null | null | null | null |
2,012 | 8 | Tuyen Quang | TQ | historical_63 | classic_6 | sum_of_6_dimensions | 36.18382 | null | null | 5.039843 | 1.012754 | 1.696557 | 1.450964 | 0.879567 | 5.676058 | 2.167849 | 1.962761 | 1.545448 | null | 5.591772 | 1.790789 | 1.917094 | 1.883888 | 6.09765 | 1.611057 | 1.786084 | 0.951394 | 1.749114 | 6.987677 | 1.686329 | 1.804213 | 1.490161 | 2.006974 | 6.79082 | 1.890183 | 1.822155 | 1.523193 | 1.555288 | null | null | null | null | null | null | null | null |
2,012 | 10 | Lao Cai | LCA | historical_63 | classic_6 | sum_of_6_dimensions | 37.470164 | null | null | 5.959269 | 1.267483 | 2.007265 | 1.61422 | 1.070301 | 5.912377 | 2.420967 | 1.937232 | 1.554179 | null | 5.987919 | 2.052878 | 1.989443 | 1.945598 | 5.622889 | 1.422167 | 1.602887 | 0.784392 | 1.813442 | 7.468852 | 1.875141 | 1.923456 | 1.667348 | 2.002907 | 6.518858 | 2.146648 | 1.440349 | 1.333309 | 1.598552 | null | null | null | null | null | null | null | null |
2,012 | 11 | Dien Bien | DB | historical_63 | classic_6 | sum_of_6_dimensions | 33.806614 | null | null | 4.589823 | 0.904628 | 1.827201 | 1.351839 | 0.506156 | 5.854285 | 2.713675 | 1.848991 | 1.291619 | null | 5.205552 | 1.973279 | 1.772405 | 1.459868 | 4.238368 | 0.905188 | 1.263393 | 0.484932 | 1.584855 | 7.155191 | 1.708924 | 1.964161 | 1.611565 | 1.87054 | 6.763395 | 1.89924 | 1.805234 | 1.411307 | 1.647614 | null | null | null | null | null | null | null | null |
2,012 | 12 | Lai Chau | LC | historical_63 | classic_6 | sum_of_6_dimensions | 33.069137 | null | null | 4.562452 | 0.877661 | 1.789105 | 1.35542 | 0.540266 | 5.313558 | 2.357222 | 1.671808 | 1.284528 | null | 5.292583 | 1.849073 | 1.707931 | 1.735578 | 4.67022 | 1.031698 | 1.622528 | 0.531051 | 1.484943 | 6.362981 | 1.554733 | 1.535438 | 1.446841 | 1.82597 | 6.867343 | 1.963419 | 1.910651 | 1.349549 | 1.643724 | null | null | null | null | null | null | null | null |
2,012 | 14 | Son La | SL | historical_63 | classic_6 | sum_of_6_dimensions | 37.197971 | null | null | 5.272914 | 1.139031 | 1.864772 | 1.536027 | 0.733085 | 5.901819 | 2.5577 | 1.806618 | 1.537501 | null | 6.152543 | 2.205375 | 2.026346 | 1.920822 | 6.370084 | 1.693968 | 1.945966 | 1.052058 | 1.678092 | 7.067453 | 1.748879 | 1.785379 | 1.557624 | 1.975571 | 6.433158 | 1.786011 | 1.578835 | 1.471603 | 1.596709 | null | null | null | null | null | null | null | null |
2,012 | 15 | Yen Bai | YB | historical_63 | classic_6 | sum_of_6_dimensions | 35.588064 | null | null | 5.504867 | 1.129671 | 1.828741 | 1.620125 | 0.92633 | 5.702175 | 2.421564 | 1.785697 | 1.494913 | null | 5.438413 | 1.840271 | 1.805895 | 1.792247 | 5.070926 | 1.180249 | 1.63272 | 0.568723 | 1.689235 | 7.554765 | 1.997288 | 1.947353 | 1.610493 | 1.999631 | 6.316918 | 1.90189 | 1.605936 | 1.279226 | 1.529866 | null | null | null | null | null | null | null | null |
2,012 | 17 | Hoa Binh | HB | historical_63 | classic_6 | sum_of_6_dimensions | 36.564877 | null | null | 5.550831 | 1.094698 | 1.87894 | 1.72587 | 0.851324 | 5.82835 | 2.659134 | 1.653496 | 1.51572 | null | 5.552064 | 1.935398 | 1.667841 | 1.948824 | 5.851812 | 1.450768 | 1.77827 | 0.934918 | 1.687856 | 6.931631 | 1.629788 | 1.862777 | 1.498251 | 1.940815 | 6.850189 | 1.760872 | 1.887853 | 1.545578 | 1.655886 | null | null | null | null | null | null | null | null |
2,012 | 19 | Thai Nguyen | TNG | historical_63 | classic_6 | sum_of_6_dimensions | 36.486413 | null | null | 5.557717 | 1.167979 | 1.781628 | 1.735487 | 0.872623 | 6.042024 | 2.603202 | 1.797168 | 1.641654 | null | 5.793701 | 1.885839 | 2.111716 | 1.796145 | 5.418146 | 1.494029 | 1.689236 | 0.682944 | 1.551937 | 7.020188 | 1.675895 | 1.763066 | 1.617542 | 1.963685 | 6.654637 | 1.717204 | 1.701887 | 1.744574 | 1.490971 | null | null | null | null | null | null | null | null |
2,012 | 20 | Lang Son | LS | historical_63 | classic_6 | sum_of_6_dimensions | 37.766308 | null | null | 5.064154 | 1.024974 | 1.75842 | 1.712914 | 0.567846 | 6.069649 | 2.210345 | 2.261532 | 1.597772 | null | 6.30327 | 2.170417 | 2.100049 | 2.032804 | 6.30878 | 1.659864 | 1.913721 | 0.98369 | 1.751505 | 7.017749 | 1.838118 | 1.617953 | 1.678906 | 1.882772 | 7.002706 | 1.917831 | 1.679991 | 1.801799 | 1.603084 | null | null | null | null | null | null | null | null |
2,012 | 22 | Quang Ninh | QN | historical_63 | classic_6 | sum_of_6_dimensions | 35.509269 | null | null | 5.408504 | 1.093057 | 2.004892 | 1.584646 | 0.72591 | 5.89886 | 2.298782 | 2.031873 | 1.568204 | null | 5.979188 | 1.974894 | 2.189547 | 1.814748 | 5.430783 | 1.266223 | 1.686702 | 0.788729 | 1.689128 | 6.282346 | 1.665578 | 1.709615 | 1.181283 | 1.725869 | 6.509588 | 1.89154 | 1.31787 | 1.704097 | 1.596082 | null | null | null | null | null | null | null | null |
2,012 | 24 | Bac Giang | BG | historical_63 | classic_6 | sum_of_6_dimensions | 36.211517 | null | null | 5.736254 | 1.192169 | 1.989089 | 1.684542 | 0.870454 | 5.477664 | 2.361781 | 1.665678 | 1.450205 | null | 5.379006 | 1.491655 | 1.974051 | 1.9133 | 6.254153 | 1.593863 | 1.860031 | 0.943591 | 1.856669 | 6.783223 | 1.568053 | 1.697597 | 1.649616 | 1.867956 | 6.581217 | 1.759106 | 1.650812 | 1.655115 | 1.516185 | null | null | null | null | null | null | null | null |
2,012 | 25 | Phu Tho | PT | historical_63 | classic_6 | sum_of_6_dimensions | 38.159163 | null | null | 5.915255 | 1.239561 | 1.898056 | 1.801411 | 0.976227 | 6.113678 | 2.655907 | 1.91839 | 1.539382 | null | 5.883438 | 2.056516 | 1.935927 | 1.890995 | 6.431537 | 1.645828 | 1.916951 | 1.067922 | 1.800837 | 7.226393 | 2.02994 | 1.673403 | 1.467053 | 2.055998 | 6.588862 | 1.824443 | 1.658854 | 1.514625 | 1.59094 | null | null | null | null | null | null | null | null |
2,012 | 26 | Vinh Phuc | VP | historical_63 | classic_6 | sum_of_6_dimensions | 37.003444 | null | null | 5.457811 | 1.193259 | 1.787297 | 1.576755 | 0.9005 | 5.717434 | 2.226733 | 1.971527 | 1.519174 | null | 5.867685 | 1.75253 | 1.902218 | 2.212936 | 6.135661 | 1.627412 | 1.819323 | 1.130581 | 1.558345 | 7.030745 | 1.66691 | 1.89088 | 1.573217 | 1.899737 | 6.794108 | 1.805231 | 1.611686 | 1.894392 | 1.482798 | null | null | null | null | null | null | null | null |
2,012 | 27 | Bac Ninh | BN | historical_63 | classic_6 | sum_of_6_dimensions | 35.314102 | null | null | 5.723071 | 1.175068 | 1.742567 | 1.783322 | 1.022115 | 5.11617 | 2.149009 | 1.524941 | 1.44222 | null | 5.3582 | 1.595717 | 1.777637 | 1.984846 | 5.622058 | 1.414046 | 1.638866 | 0.866883 | 1.702264 | 6.577559 | 1.535763 | 1.749876 | 1.568464 | 1.723455 | 6.917044 | 1.650394 | 1.772678 | 1.963383 | 1.530589 | null | null | null | null | null | null | null | null |
2,012 | 30 | Hai Duong | HD | historical_63 | classic_6 | sum_of_6_dimensions | 37.730462 | null | null | 5.433835 | 1.228265 | 1.954231 | 1.504117 | 0.747223 | 5.591466 | 2.343393 | 1.718807 | 1.529266 | null | 6.776677 | 2.134592 | 2.396819 | 2.245267 | 5.794068 | 1.360299 | 1.70005 | 0.841525 | 1.892194 | 6.990969 | 1.697469 | 1.704094 | 1.64876 | 1.940646 | 7.143447 | 1.780153 | 1.617 | 2.147164 | 1.59913 | null | null | null | null | null | null | null | null |
2,012 | 31 | Hai Phong | HP | historical_63 | classic_6 | sum_of_6_dimensions | 36.467606 | null | null | 5.364292 | 1.276875 | 1.835815 | 1.589792 | 0.66181 | 6.136301 | 2.781133 | 1.888875 | 1.466293 | null | 5.379041 | 2.035694 | 1.913783 | 1.429564 | 4.832838 | 1.047773 | 1.482899 | 0.624821 | 1.677345 | 7.316046 | 1.694967 | 1.900838 | 1.793025 | 1.927216 | 7.439088 | 1.688208 | 1.649328 | 2.457927 | 1.643625 | null | null | null | null | null | null | null | null |
2,012 | 33 | Hung Yen | HY | historical_63 | classic_6 | sum_of_6_dimensions | 36.58478 | null | null | 5.598649 | 1.108822 | 1.801459 | 1.586918 | 1.101449 | 5.786267 | 2.602686 | 1.67719 | 1.506391 | null | 5.868378 | 1.791785 | 2.060132 | 2.01646 | 5.794444 | 1.461752 | 1.657227 | 0.902643 | 1.772822 | 6.721897 | 1.710106 | 1.79752 | 1.453074 | 1.761197 | 6.815145 | 1.755989 | 1.596847 | 1.85048 | 1.611829 | null | null | null | null | null | null | null | null |
2,012 | 34 | Thai Binh | TB | historical_63 | classic_6 | sum_of_6_dimensions | 39.972632 | null | null | 6.120409 | 1.441644 | 2.005833 | 1.589426 | 1.083506 | 6.771593 | 2.604575 | 2.222238 | 1.94478 | null | 6.96244 | 2.005983 | 2.66941 | 2.287047 | 6.138117 | 1.610839 | 1.686161 | 0.908444 | 1.932673 | 7.098068 | 1.961671 | 1.738137 | 1.461968 | 1.936292 | 6.882005 | 1.874163 | 1.849984 | 1.553456 | 1.604402 | null | null | null | null | null | null | null | null |
2,012 | 35 | Ha Nam | HNA | historical_63 | classic_6 | sum_of_6_dimensions | 39.316308 | null | null | 5.988501 | 1.250951 | 2.08253 | 1.643114 | 1.011905 | 6.724512 | 2.711476 | 2.102877 | 1.910159 | null | 6.382612 | 1.871355 | 2.53083 | 1.980427 | 6.490642 | 1.730663 | 1.878118 | 0.950917 | 1.930944 | 7.121209 | 1.65372 | 1.832597 | 1.72234 | 1.912553 | 6.608832 | 1.826301 | 1.657396 | 1.476357 | 1.648777 | null | null | null | null | null | null | null | null |
2,012 | 36 | Nam Dinh | ND | historical_63 | classic_6 | sum_of_6_dimensions | 39.395281 | null | null | 5.399093 | 1.196913 | 1.863555 | 1.492545 | 0.84608 | 6.676195 | 2.620269 | 2.196222 | 1.859705 | null | 6.564913 | 1.913247 | 2.48577 | 2.165896 | 6.2127 | 1.554709 | 1.66002 | 1.042742 | 1.95523 | 7.21166 | 1.848755 | 1.709018 | 1.755432 | 1.898455 | 7.33072 | 1.84215 | 1.674698 | 2.049843 | 1.764029 | null | null | null | null | null | null | null | null |
2,012 | 37 | Ninh Binh | NB | historical_63 | classic_6 | sum_of_6_dimensions | 35.979982 | null | null | 4.916965 | 1.009445 | 1.459829 | 1.554753 | 0.892939 | 5.631872 | 2.409333 | 1.558112 | 1.664427 | null | 5.460443 | 1.826669 | 1.720816 | 1.912958 | 6.082438 | 1.645911 | 1.855569 | 0.926296 | 1.654662 | 7.109926 | 1.652292 | 1.735916 | 1.759058 | 1.962659 | 6.778338 | 1.61445 | 1.622583 | 1.948683 | 1.592622 | null | null | null | null | null | null | null | null |
2,012 | 38 | Thanh Hoa | TH | historical_63 | classic_6 | sum_of_6_dimensions | 37.290611 | null | null | 5.389802 | 1.130282 | 1.909883 | 1.624865 | 0.724771 | 6.092532 | 2.484316 | 1.929165 | 1.67905 | null | 5.629329 | 1.948061 | 1.940401 | 1.740867 | 5.905036 | 1.402318 | 1.786485 | 1.026131 | 1.690102 | 7.248003 | 1.696309 | 1.87923 | 1.692193 | 1.98027 | 7.025909 | 1.966283 | 1.684932 | 1.770584 | 1.604111 | null | null | null | null | null | null | null | null |
2,012 | 40 | Nghe An | NAN | historical_63 | classic_6 | sum_of_6_dimensions | 37.133107 | null | null | 5.487162 | 1.156623 | 1.900315 | 1.6769 | 0.753324 | 6.131847 | 2.373717 | 2.094867 | 1.663264 | null | 6.150769 | 2.012468 | 2.038596 | 2.099705 | 5.785789 | 1.500465 | 1.687225 | 0.84222 | 1.755879 | 7.024158 | 1.846 | 1.795213 | 1.457718 | 1.925228 | 6.553382 | 1.791965 | 1.578622 | 1.593994 | 1.5888 | null | null | null | null | null | null | null | null |
2,012 | 42 | Ha Tinh | HT | historical_63 | classic_6 | sum_of_6_dimensions | 37.692367 | null | null | 5.965005 | 1.377694 | 2.050627 | 1.558763 | 0.977922 | 6.182355 | 2.385289 | 2.186408 | 1.610657 | null | 5.999191 | 1.582486 | 2.205079 | 2.211625 | 5.870663 | 1.536125 | 1.760588 | 0.731795 | 1.842155 | 7.129248 | 1.887239 | 1.890671 | 1.394926 | 1.956411 | 6.545905 | 1.784983 | 1.548088 | 1.62732 | 1.585514 | null | null | null | null | null | null | null | null |
2,012 | 44 | Quang Binh | QB | historical_63 | classic_6 | sum_of_6_dimensions | 40.620485 | null | null | 5.70824 | 1.266848 | 1.920767 | 1.648002 | 0.872624 | 6.948932 | 2.78653 | 2.244119 | 1.918283 | null | 6.886974 | 2.38581 | 2.264007 | 2.237157 | 6.059259 | 1.626513 | 1.667244 | 0.773072 | 1.99243 | 7.444731 | 1.997141 | 1.879127 | 1.585607 | 1.982856 | 7.572349 | 1.982815 | 1.846238 | 2.184391 | 1.558905 | null | null | null | null | null | null | null | null |
2,012 | 45 | Quang Tri | QT | historical_63 | classic_6 | sum_of_6_dimensions | 39.345742 | null | null | 5.174848 | 1.077002 | 1.873452 | 1.605813 | 0.61858 | 6.877017 | 2.780159 | 2.174185 | 1.922672 | null | 6.417126 | 2.113739 | 1.999982 | 2.303406 | 6.691759 | 1.937432 | 1.940666 | 0.859571 | 1.954089 | 7.029386 | 1.742158 | 1.812725 | 1.610298 | 1.864205 | 7.155606 | 1.865558 | 1.70853 | 1.951108 | 1.630411 | null | null | null | null | null | null | null | null |
2,012 | 46 | Thua Thien Hue | TTH | historical_63 | classic_6 | sum_of_6_dimensions | 36.840981 | null | null | 5.148741 | 1.029061 | 1.760795 | 1.59012 | 0.768766 | 5.658504 | 2.364355 | 1.715383 | 1.578766 | null | 5.53533 | 1.969991 | 1.674399 | 1.89094 | 6.115899 | 1.487259 | 1.990629 | 0.832932 | 1.805079 | 7.337197 | 1.914428 | 1.876196 | 1.638058 | 1.908514 | 7.04531 | 1.751369 | 1.583236 | 2.032628 | 1.678077 | null | null | null | null | null | null | null | null |
2,012 | 48 | Da Nang | DNA | historical_63 | classic_6 | sum_of_6_dimensions | 39.54892 | null | null | 5.466084 | 1.294113 | 1.83277 | 1.477844 | 0.861357 | 6.104527 | 2.761203 | 1.786147 | 1.557178 | null | 6.035883 | 1.91341 | 2.021278 | 2.101196 | 6.822308 | 1.731163 | 2.081282 | 0.990496 | 2.019367 | 7.470115 | 2.053627 | 1.796535 | 1.623085 | 1.996869 | 7.650003 | 1.885362 | 1.710224 | 2.405786 | 1.648631 | null | null | null | null | null | null | null | null |
2,012 | 49 | Quang Nam | QNA | historical_63 | classic_6 | sum_of_6_dimensions | 37.509512 | null | null | 5.531788 | 1.11044 | 2.049737 | 1.636173 | 0.735439 | 5.821253 | 2.450642 | 1.745685 | 1.624927 | null | 5.686777 | 1.934216 | 1.817651 | 1.93491 | 6.50798 | 1.598931 | 1.922221 | 1.214055 | 1.772774 | 7.006399 | 1.707696 | 1.866724 | 1.474026 | 1.957953 | 6.955315 | 2.05586 | 1.698351 | 1.533935 | 1.667168 | null | null | null | null | null | null | null | null |
2,012 | 51 | Quang Ngai | QNG | historical_63 | classic_6 | sum_of_6_dimensions | 36.223388 | null | null | 5.204063 | 1.155525 | 1.74387 | 1.490934 | 0.813733 | 5.990557 | 2.162576 | 2.078127 | 1.749853 | null | 5.747117 | 2.022959 | 1.907988 | 1.81617 | 5.839599 | 1.345888 | 1.586171 | 1.051629 | 1.855911 | 6.855974 | 1.636603 | 1.783854 | 1.678396 | 1.757122 | 6.586078 | 1.76938 | 1.558803 | 1.589956 | 1.66794 | null | null | null | null | null | null | null | null |
2,012 | 52 | Binh Dinh | BDI | historical_63 | classic_6 | sum_of_6_dimensions | 39.812369 | null | null | 6.18833 | 1.340286 | 2.019303 | 1.691286 | 1.137455 | 6.116506 | 2.49963 | 1.888463 | 1.728413 | null | 6.300311 | 1.975182 | 2.295761 | 2.029368 | 6.985969 | 1.771937 | 1.942981 | 1.254932 | 2.016119 | 7.111078 | 1.818312 | 1.901001 | 1.44106 | 1.950705 | 7.110175 | 2.027544 | 1.706309 | 1.704112 | 1.67221 | null | null | null | null | null | null | null | null |
2,012 | 54 | Phu Yen | PY | historical_63 | classic_6 | sum_of_6_dimensions | 35.801324 | null | null | 4.536886 | 0.994439 | 1.612437 | 1.435027 | 0.494984 | 6.0729 | 2.591307 | 1.70152 | 1.780073 | null | 5.589923 | 1.721714 | 1.971847 | 1.896362 | 6.285729 | 1.555692 | 1.865636 | 1.029706 | 1.834696 | 6.634672 | 1.499892 | 1.815844 | 1.462814 | 1.856122 | 6.681214 | 1.781255 | 1.689012 | 1.572936 | 1.638011 | null | null | null | null | null | null | null | null |
2,012 | 56 | Khanh Hoa | KH | historical_63 | classic_6 | sum_of_6_dimensions | 31.83131 | null | null | 4.634271 | 0.935572 | 1.726234 | 1.277219 | 0.695246 | 4.980999 | 1.915856 | 1.621724 | 1.443419 | null | 4.670515 | 1.732434 | 1.485997 | 1.452083 | 4.491018 | 0.954452 | 1.365407 | 0.558645 | 1.612515 | 6.426911 | 1.604868 | 1.740141 | 1.309458 | 1.772444 | 6.627596 | 1.832768 | 1.544469 | 1.674697 | 1.575663 | null | null | null | null | null | null | null | null |
End of preview. Expand in Data Studio
Vietnam PAPI provincial governance scores (2011-2024)
Provincial Vietnam Provincial Governance and Public Administration Performance Index (PAPI) panel, 2011-2024. Dimension and subdimension scores plus official totals, geo-normalized to the historical 63-province system via ar_core.vn_geo. Instrument breaks at 2018 (six to eight dimensions, totals switch from sum-of-6 to official unweighted 10-80). Partial / suppressed cells kept as missing.
Figures
Hero
Comparison
Color key
Files
provinces_long (29716 rows)
data/provinces_long.csvdata/provinces_long.dtadata/provinces_long.xlsx
provinces_wide (873 rows)
data/provinces_wide.csvdata/provinces_wide.dtadata/provinces_wide.xlsx
codebook (40 rows)
data/codebook.csvdata/codebook.dtadata/codebook.xlsx
coverage (873 rows)
data/coverage.csvdata/coverage.dtadata/coverage.xlsx
year_meta (14 rows)
data/year_meta.csvdata/year_meta.dtadata/year_meta.xlsx
geo_map_2024 (33 rows)
data/geo_map_2024.csvdata/geo_map_2024.dtadata/geo_map_2024.xlsx
Load
Stata:
use "data/provinces_wide.dta", clear
R:
df <- read.csv("data/provinces_wide.csv")
SPSS: open the .xlsx or .csv file.
Source
Upstream: CECODES, Viet Nam Fatherland Front (VFF-CRT), Real-Time Analytics (RTA) and UNDP, Vietnam Provincial Governance and Public Administration Performance Index (PAPI), https://papi.org.vn. Annual provincial indicator workbooks cleaned and merged for research use. Review PAPI/UNDP terms before commercial redistribution. Cite the official PAPI reports for the survey years you use.
Method: stage annual PAPI provincial Excel workbooks from papi.org.vn, normalize province names with ar_core.vn_geo, align classic-6 vs papi-8 instrument eras, treat zeros in selected years as missing where documented, and assemble long/wide panels. Cleaning and panel assembly are automated in this repository (Python).
Raw originals
Unmodified upstream source files are under raw/ for verification (see raw/README.md). Clean tables remain under data/.
Citation
@misc{papi_vn_provinces_panel,
title = {Vietnam PAPI provincial governance scores (2011--2024)},
author = {{CECODES and VFF-CRT and RTA and UNDP}},
howpublished = {\url{https://papi.org.vn}},
note = {Cleaned multi-year province panel, instrument change in 2018},
year = {2024}
}
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