DataId int64 | SurveyId string | SurveyYear int64 | SurveyType string | DHS_CountryCode string | CountryName string | IndicatorId string | Indicator string | SDRID string | CharacteristicCategory string | CharacteristicLabel string | CharacteristicId int64 | IsTotal int64 | IsPreferred int64 | Value float64 | Precision int64 | CILow null | CIHigh null | DenominatorUnweighted float64 | DenominatorWeighted float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,541,361 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_ANY | Knowledge of any method of contraception (all women) | FPKMTAWANY | Total | Total | 1,000 | 1 | 1 | 80.1 | 1 | null | null | 14,379 | 14,379 |
1,541,362 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_MOD | Knowledge of any modern method of contraception (all women) | FPKMTAWMOD | Total | Total | 1,000 | 1 | 1 | 79.3 | 1 | null | null | 14,379 | 14,379 |
1,541,199 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_FST | Knowledge of female sterilization (all women) | FPKMTAWFST | Total | Total | 1,000 | 1 | 1 | 27.4 | 1 | null | null | 14,379 | 14,379 |
1,541,195 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_MST | Knowledge of male sterilization (all women) | FPKMTAWMST | Total | Total | 1,000 | 1 | 1 | 18 | 1 | null | null | 14,379 | 14,379 |
1,541,200 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_PIL | Knowledge of pill (all women) | FPKMTAWPIL | Total | Total | 1,000 | 1 | 1 | 61.4 | 1 | null | null | 14,379 | 14,379 |
1,541,196 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_IUD | Knowledge of IUD (all women) | FPKMTAWIUD | Total | Total | 1,000 | 1 | 1 | 38 | 1 | null | null | 14,379 | 14,379 |
1,541,213 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_INJ | Knowledge of injections (all women) | FPKMTAWINJ | Total | Total | 1,000 | 1 | 1 | 57.5 | 1 | null | null | 14,379 | 14,379 |
1,541,218 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_IMP | Knowledge of implants (all women) | FPKMTAWIMP | Total | Total | 1,000 | 1 | 1 | 50 | 1 | null | null | 14,379 | 14,379 |
1,541,219 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_MCN | Knowledge of condom (all women) | FPKMTAWMCN | Total | Total | 1,000 | 1 | 1 | 72.7 | 1 | null | null | 14,379 | 14,379 |
1,541,198 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_FCN | Knowledge of female condom (all women) | FPKMTAWFCN | Total | Total | 1,000 | 1 | 1 | 50.4 | 1 | null | null | 14,379 | 14,379 |
1,541,211 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_LAM | Knowledge of lactational amenorrhea method (all women) | FPKMTAWLAM | Total | Total | 1,000 | 1 | 1 | 34.2 | 1 | null | null | 14,379 | 14,379 |
1,541,201 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_EMC | Knowledge of emergency contraception (all women) | FPKMTAWEMC | Total | Total | 1,000 | 1 | 1 | 28.3 | 1 | null | null | 14,379 | 14,379 |
1,541,363 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_STD | Knowledge of standard days method (all women) | FPKMTAWSTD | Total | Total | 1,000 | 1 | 1 | 14.8 | 1 | null | null | 14,379 | 14,379 |
1,541,364 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_OMD | Knowledge of other modern methods (all women) | FPKMTAWOMD | Total | Total | 1,000 | 1 | 1 | 1.4 | 1 | null | null | 14,379 | 14,379 |
1,541,597 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_TRA | Knowledge of any traditional method (all women) | FPKMTAWTRA | Total | Total | 1,000 | 1 | 1 | 45.3 | 1 | null | null | 14,379 | 14,379 |
1,541,210 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_RHY | Knowledge of periodic abstinence (all women) | FPKMTAWRHY | Total | Total | 1,000 | 1 | 1 | 37.3 | 1 | null | null | 14,379 | 14,379 |
1,541,212 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_WTH | Knowledge of withdrawal (all women) | FPKMTAWWTH | Total | Total | 1,000 | 1 | 1 | 36.1 | 1 | null | null | 14,379 | 14,379 |
1,541,220 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_OTR | Knowledge of other traditional methods (all women) | FPKMTAWOTR | Total | Total | 1,000 | 1 | 1 | 1.5 | 1 | null | null | 14,379 | 14,379 |
1,541,360 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_MNM | Mean number of methods known | FPKMTAWMNM | Total | Total | 1,000 | 1 | 1 | 5.3 | 1 | null | null | 14,379 | 14,379 |
4,745,574 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_NUM | Number of women | FPKMTAWNUM | Total | Total | 1,000 | 1 | 1 | 14,379 | 0 | null | null | 14,379 | null |
1,541,265 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_W_UNW | Number of women (unweighted) | FPKMTAWUNW | Total | Total | 1,000 | 1 | 1 | 14,379 | 0 | null | null | null | 14,379 |
1,541,202 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_ANY | Knowledge of any method of contraception (all men) | FPKMTAMANY | Total | Total | 1,000 | 1 | 1 | 94.8 | 1 | null | null | 5,377 | 5,422 |
1,541,206 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_MOD | Knowledge of any modern method of contraception (all men) | FPKMTAMMOD | Total | Total | 1,000 | 1 | 1 | 94.7 | 1 | null | null | 5,377 | 5,422 |
1,541,203 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_FST | Knowledge of female sterilization (all men) | FPKMTAMFST | Total | Total | 1,000 | 1 | 1 | 35 | 1 | null | null | 5,377 | 5,422 |
1,541,384 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_MST | Knowledge of male sterilization (all men) | FPKMTAMMST | Total | Total | 1,000 | 1 | 1 | 28.6 | 1 | null | null | 5,377 | 5,422 |
1,541,385 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_PIL | Knowledge of pill (all men) | FPKMTAMPIL | Total | Total | 1,000 | 1 | 1 | 62.9 | 1 | null | null | 5,377 | 5,422 |
1,541,386 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_IUD | Knowledge of IUD (all men) | FPKMTAMIUD | Total | Total | 1,000 | 1 | 1 | 30.2 | 1 | null | null | 5,377 | 5,422 |
1,541,387 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_INJ | Knowledge of injections (all men) | FPKMTAMINJ | Total | Total | 1,000 | 1 | 1 | 53.3 | 1 | null | null | 5,377 | 5,422 |
1,541,207 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_IMP | Knowledge of implants (all men) | FPKMTAMIMP | Total | Total | 1,000 | 1 | 1 | 44.2 | 1 | null | null | 5,377 | 5,422 |
1,541,204 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_MCN | Knowledge of condom (all men) | FPKMTAMMCN | Total | Total | 1,000 | 1 | 1 | 93.5 | 1 | null | null | 5,377 | 5,422 |
1,541,208 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_FCN | Knowledge of female condom (all men) | FPKMTAMFCN | Total | Total | 1,000 | 1 | 1 | 68.8 | 1 | null | null | 5,377 | 5,422 |
1,541,564 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_LAM | Knowledge of lactational amenorrhea method (all men) | FPKMTAMLAM | Total | Total | 1,000 | 1 | 1 | 32.6 | 1 | null | null | 5,377 | 5,422 |
1,541,565 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_EMC | Knowledge of emergency contraception (all men) | FPKMTAMEMC | Total | Total | 1,000 | 1 | 1 | 30 | 1 | null | null | 5,377 | 5,422 |
1,541,205 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_STD | Knowledge of standard days method (all men) | FPKMTAMSTD | Total | Total | 1,000 | 1 | 1 | 16.8 | 1 | null | null | 5,377 | 5,422 |
1,541,209 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_OMD | Knowledge of other modern methods (all men) | FPKMTAMOMD | Total | Total | 1,000 | 1 | 1 | 2.1 | 1 | null | null | 5,377 | 5,422 |
1,541,566 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_TRA | Knowledge of any traditional method (all men) | FPKMTAMTRA | Total | Total | 1,000 | 1 | 1 | 60.1 | 1 | null | null | 5,377 | 5,422 |
1,541,388 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_RHY | Knowledge of periodic abstinence (all men) | FPKMTAMRHY | Total | Total | 1,000 | 1 | 1 | 45.8 | 1 | null | null | 5,377 | 5,422 |
1,541,400 | AO2015DHS | 2,015 | DHS | AO | Angola | FP_KMTA_M_WTH | Knowledge of withdrawal (all men) | FPKMTAMWTH | Total | Total | 1,000 | 1 | 1 | 52.1 | 1 | null | null | 5,377 | 5,422 |
11,823,696 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_ANY | Knowledge of any method of contraception (all women) | FPKMTAWANY | Total | Total | 1,000 | 1 | 1 | 85.8 | 1 | null | null | 14,717 | 14,717 |
11,823,697 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_MOD | Knowledge of any modern method of contraception (all women) | FPKMTAWMOD | Total | Total | 1,000 | 1 | 1 | 85.5 | 1 | null | null | 14,717 | 14,717 |
11,823,701 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_FST | Knowledge of female sterilization (all women) | FPKMTAWFST | Total | Total | 1,000 | 1 | 1 | 23.1 | 1 | null | null | 14,717 | 14,717 |
11,823,691 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_MST | Knowledge of male sterilization (all women) | FPKMTAWMST | Total | Total | 1,000 | 1 | 1 | 18 | 1 | null | null | 14,717 | 14,717 |
11,823,702 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_PIL | Knowledge of pill (all women) | FPKMTAWPIL | Total | Total | 1,000 | 1 | 1 | 71.1 | 1 | null | null | 14,717 | 14,717 |
11,823,692 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_IUD | Knowledge of IUD (all women) | FPKMTAWIUD | Total | Total | 1,000 | 1 | 1 | 46.2 | 1 | null | null | 14,717 | 14,717 |
11,823,703 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_INJ | Knowledge of injections (all women) | FPKMTAWINJ | Total | Total | 1,000 | 1 | 1 | 68.9 | 1 | null | null | 14,717 | 14,717 |
11,823,704 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_IMP | Knowledge of implants (all women) | FPKMTAWIMP | Total | Total | 1,000 | 1 | 1 | 72.9 | 1 | null | null | 14,717 | 14,717 |
11,823,705 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_MCN | Knowledge of condom (all women) | FPKMTAWMCN | Total | Total | 1,000 | 1 | 1 | 82.4 | 1 | null | null | 14,717 | 14,717 |
11,823,693 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_FCN | Knowledge of female condom (all women) | FPKMTAWFCN | Total | Total | 1,000 | 1 | 1 | 54.7 | 1 | null | null | 14,717 | 14,717 |
11,823,708 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_LAM | Knowledge of lactational amenorrhea method (all women) | FPKMTAWLAM | Total | Total | 1,000 | 1 | 1 | 33.3 | 1 | null | null | 14,717 | 14,717 |
11,823,694 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_EMC | Knowledge of emergency contraception (all women) | FPKMTAWEMC | Total | Total | 1,000 | 1 | 1 | 39.6 | 1 | null | null | 14,717 | 14,717 |
11,823,698 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_STD | Knowledge of standard days method (all women) | FPKMTAWSTD | Total | Total | 1,000 | 1 | 1 | 21.3 | 1 | null | null | 14,717 | 14,717 |
11,823,699 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_OMD | Knowledge of other modern methods (all women) | FPKMTAWOMD | Total | Total | 1,000 | 1 | 1 | 3.8 | 1 | null | null | 14,717 | 14,717 |
11,823,700 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_TRA | Knowledge of any traditional method (all women) | FPKMTAWTRA | Total | Total | 1,000 | 1 | 1 | 47.5 | 1 | null | null | 14,717 | 14,717 |
11,823,695 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_RHY | Knowledge of periodic abstinence (all women) | FPKMTAWRHY | Total | Total | 1,000 | 1 | 1 | 34.6 | 1 | null | null | 14,717 | 14,717 |
11,823,709 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_WTH | Knowledge of withdrawal (all women) | FPKMTAWWTH | Total | Total | 1,000 | 1 | 1 | 39.3 | 1 | null | null | 14,717 | 14,717 |
11,823,706 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_OTR | Knowledge of other traditional methods (all women) | FPKMTAWOTR | Total | Total | 1,000 | 1 | 1 | 3.6 | 1 | null | null | 14,717 | 14,717 |
11,823,707 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_MNM | Mean number of methods known | FPKMTAWMNM | Total | Total | 1,000 | 1 | 1 | 6.1 | 1 | null | null | 14,717 | 14,717 |
11,823,710 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_NUM | Number of women | FPKMTAWNUM | Total | Total | 1,000 | 1 | 1 | 14,717 | 0 | null | null | 14,717 | null |
4,278,674 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_W_UNW | Number of women (unweighted) | FPKMTAWUNW | Total | Total | 1,000 | 1 | 1 | 14,717 | 0 | null | null | null | 14,717 |
18,427,603 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_ANY | Knowledge of any method of contraception (all men) | FPKMTAMANY | Total | Total | 1,000 | 1 | 1 | 94.2 | 1 | null | null | 6,279 | 6,274 |
18,427,605 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_MOD | Knowledge of any modern method of contraception (all men) | FPKMTAMMOD | Total | Total | 1,000 | 1 | 1 | 94 | 1 | null | null | 6,279 | 6,274 |
18,427,604 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_FST | Knowledge of female sterilization (all men) | FPKMTAMFST | Total | Total | 1,000 | 1 | 1 | 31.3 | 1 | null | null | 6,279 | 6,274 |
18,427,596 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_MST | Knowledge of male sterilization (all men) | FPKMTAMMST | Total | Total | 1,000 | 1 | 1 | 27.9 | 1 | null | null | 6,279 | 6,274 |
18,427,597 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_PIL | Knowledge of pill (all men) | FPKMTAMPIL | Total | Total | 1,000 | 1 | 1 | 67 | 1 | null | null | 6,279 | 6,274 |
18,427,598 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_IUD | Knowledge of IUD (all men) | FPKMTAMIUD | Total | Total | 1,000 | 1 | 1 | 27.8 | 1 | null | null | 6,279 | 6,274 |
18,427,599 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_INJ | Knowledge of injections (all men) | FPKMTAMINJ | Total | Total | 1,000 | 1 | 1 | 46.9 | 1 | null | null | 6,279 | 6,274 |
18,427,606 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_IMP | Knowledge of implants (all men) | FPKMTAMIMP | Total | Total | 1,000 | 1 | 1 | 65.1 | 1 | null | null | 6,279 | 6,274 |
18,427,610 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_MCN | Knowledge of condom (all men) | FPKMTAMMCN | Total | Total | 1,000 | 1 | 1 | 93.2 | 1 | null | null | 6,279 | 6,274 |
18,427,607 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_FCN | Knowledge of female condom (all men) | FPKMTAMFCN | Total | Total | 1,000 | 1 | 1 | 71.4 | 1 | null | null | 6,279 | 6,274 |
18,427,613 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_LAM | Knowledge of lactational amenorrhea method (all men) | FPKMTAMLAM | Total | Total | 1,000 | 1 | 1 | 25.4 | 1 | null | null | 6,279 | 6,274 |
18,427,614 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_EMC | Knowledge of emergency contraception (all men) | FPKMTAMEMC | Total | Total | 1,000 | 1 | 1 | 34.6 | 1 | null | null | 6,279 | 6,274 |
18,427,611 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_STD | Knowledge of standard days method (all men) | FPKMTAMSTD | Total | Total | 1,000 | 1 | 1 | 20.6 | 1 | null | null | 6,279 | 6,274 |
18,427,608 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_OMD | Knowledge of other modern methods (all men) | FPKMTAMOMD | Total | Total | 1,000 | 1 | 1 | 2.1 | 1 | null | null | 6,279 | 6,274 |
18,427,612 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_TRA | Knowledge of any traditional method (all men) | FPKMTAMTRA | Total | Total | 1,000 | 1 | 1 | 57.9 | 1 | null | null | 6,279 | 6,274 |
18,427,600 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_RHY | Knowledge of periodic abstinence (all men) | FPKMTAMRHY | Total | Total | 1,000 | 1 | 1 | 41.7 | 1 | null | null | 6,279 | 6,274 |
18,427,601 | AO2023DHS | 2,023 | DHS | AO | Angola | FP_KMTA_M_WTH | Knowledge of withdrawal (all men) | FPKMTAMWTH | Total | Total | 1,000 | 1 | 1 | 52.1 | 1 | null | null | 6,279 | 6,274 |
14,394,344 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_ANY | Knowledge of any method of contraception (all women) | FPKMTAWANY | Total | Total | 1,000 | 1 | 1 | 79.1 | 1 | null | null | 6,354 | 6,354 |
14,394,354 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_MOD | Knowledge of any modern method of contraception (all women) | FPKMTAWMOD | Total | Total | 1,000 | 1 | 1 | 62.4 | 1 | null | null | 6,354 | 6,354 |
14,394,356 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_FST | Knowledge of female sterilization (all women) | FPKMTAWFST | Total | Total | 1,000 | 1 | 1 | 32.5 | 1 | null | null | 6,354 | 6,354 |
14,394,335 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_MST | Knowledge of male sterilization (all women) | FPKMTAWMST | Total | Total | 1,000 | 1 | 1 | 12.2 | 1 | null | null | 6,354 | 6,354 |
14,394,357 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_PIL | Knowledge of pill (all women) | FPKMTAWPIL | Total | Total | 1,000 | 1 | 1 | 49 | 1 | null | null | 6,354 | 6,354 |
14,394,336 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_IUD | Knowledge of IUD (all women) | FPKMTAWIUD | Total | Total | 1,000 | 1 | 1 | 32.8 | 1 | null | null | 6,354 | 6,354 |
14,394,337 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_INJ | Knowledge of injections (all women) | FPKMTAWINJ | Total | Total | 1,000 | 1 | 1 | 39.3 | 1 | null | null | 6,354 | 6,354 |
14,394,338 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_IMP | Knowledge of implants (all women) | FPKMTAWIMP | Total | Total | 1,000 | 1 | 1 | 1.7 | 1 | null | null | 6,354 | 6,354 |
14,394,339 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_MCN | Knowledge of condom (all women) | FPKMTAWMCN | Total | Total | 1,000 | 1 | 1 | 49.3 | 1 | null | null | 6,354 | 6,354 |
14,394,358 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_DIA | Knowledge of diaphragm (all women) | FPKMTAWDIA | Total | Total | 1,000 | 1 | 1 | 16.6 | 1 | null | null | 6,354 | 6,354 |
14,394,355 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_TRA | Knowledge of any traditional method (all women) | FPKMTAWTRA | Total | Total | 1,000 | 1 | 1 | 69.8 | 1 | null | null | 6,354 | 6,354 |
14,394,359 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_RHY | Knowledge of periodic abstinence (all women) | FPKMTAWRHY | Total | Total | 1,000 | 1 | 1 | 30.3 | 1 | null | null | 6,354 | 6,354 |
14,394,409 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_WTH | Knowledge of withdrawal (all women) | FPKMTAWWTH | Total | Total | 1,000 | 1 | 1 | 14.4 | 1 | null | null | 6,354 | 6,354 |
14,394,340 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_OTR | Knowledge of other traditional methods (all women) | FPKMTAWOTR | Total | Total | 1,000 | 1 | 1 | 65.5 | 1 | null | null | 6,354 | 6,354 |
14,394,408 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_MNM | Mean number of methods known | FPKMTAWMNM | Total | Total | 1,000 | 1 | 1 | 3.7 | 1 | null | null | 6,354 | 6,354 |
14,700,581 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_NUM | Number of women | FPKMTAWNUM | Total | Total | 1,000 | 1 | 1 | 6,354 | 0 | null | null | 6,354 | null |
8,271,129 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_W_UNW | Number of women (unweighted) | FPKMTAWUNW | Total | Total | 1,000 | 1 | 1 | 6,354 | 0 | null | null | null | 6,354 |
6,012,450 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_ANY | Knowledge of any method of contraception (all men) | FPKMTAMANY | Total | Total | 1,000 | 1 | 1 | 93.9 | 1 | null | null | 1,362 | 1,254 |
6,012,492 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_MOD | Knowledge of any modern method of contraception (all men) | FPKMTAMMOD | Total | Total | 1,000 | 1 | 1 | 90.3 | 1 | null | null | 1,362 | 1,254 |
6,012,451 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_FST | Knowledge of female sterilization (all men) | FPKMTAMFST | Total | Total | 1,000 | 1 | 1 | 53.7 | 1 | null | null | 1,362 | 1,254 |
6,012,455 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_MST | Knowledge of male sterilization (all men) | FPKMTAMMST | Total | Total | 1,000 | 1 | 1 | 22.8 | 1 | null | null | 1,362 | 1,254 |
6,012,456 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_PIL | Knowledge of pill (all men) | FPKMTAMPIL | Total | Total | 1,000 | 1 | 1 | 64.2 | 1 | null | null | 1,362 | 1,254 |
6,012,471 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_IUD | Knowledge of IUD (all men) | FPKMTAMIUD | Total | Total | 1,000 | 1 | 1 | 43.5 | 1 | null | null | 1,362 | 1,254 |
6,012,472 | BF1993DHS | 1,993 | DHS | BF | Burkina Faso | FP_KMTA_M_INJ | Knowledge of injections (all men) | FPKMTAMINJ | Total | Total | 1,000 | 1 | 1 | 57.8 | 1 | null | null | 1,362 | 1,254 |
End of preview. Expand in Data Studio
Family Planning — Africa (DHS Program) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden, service delivery, risk factors, outcomes, and public-health program performance.
Dataset context from the existing Hugging Face card: Family Planning — Africa Source: DHS Program — The Demographic and Health Surveys Indicator category: Family Planning Publisher: ICF / DHS Program (funded by USAID) Coverage: 44 African countries · 1986–2024 · 819,950 rows Surveys: 184 completed DHS/MIS/AIS surveys · Indicators: 546 About The DHS Program conducts nationally representative household surveys across Africa and the developing world, providing data on population, health, HIV, nutrition, and malaria. This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-dhs-family-planning.
Dataset Profile
| Field | Value |
|---|---|
| Hugging Face repo | electricsheepafrica/africa-dhs-family-planning |
| Sector | health |
| Topic tags | dhs, demographic-health-survey, family-planning, tabular |
| Modalities | tabular, text |
| Formats | parquet |
| Size category | 100K<n<1M |
| Countries | Africa-wide or source-defined African coverage |
| ISO3 coverage | not declared |
| Last modified on HF | 2026-05-06 09:37:35+00:00 |
| Inventory snapshot | 2026-07-16T16:00:34Z |
How To Read This Dataset
- Start from the repository files and the dataset viewer when available.
- Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
- Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
- Preserve missing values until you have a defensible imputation rule.
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-dhs-family-planning")
print(ds)
split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])
Convert To Pandas When Tabular
from datasets import Dataset
first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
df = first_split.to_pandas()
print(df.head())
Data Quality Notes
- This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
- Exact schema, row counts, and source files should be inspected in the repository data files.
- Metadata gaps from the inventory: country, upstream_publisher.
- Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.
Source And Provenance
- Source context: Electric Sheep Africa metadata inventory
- Publisher/source attribution: Public dataset metadata
- License: CC BY 4.0
- Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-dhs-family-planning
- Inventory retrieved at:
2026-07-16T16:00:34Z
Suggested Analyses
- Inspect schema and missingness before modeling.
- Profile variables by geography, time, and subgroup columns where present.
- Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
- Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.
Citation
@misc{electric_sheep_africa_africa_dhs_family_planning_2026,
title = {Family Planning — Africa (DHS Program) | Africa (Electric Sheep Africa metadata inventory)},
author = {Public dataset metadata},
year = {2026},
url = {https://huggingface.co/datasets/electricsheepafrica/africa-dhs-family-planning},
publisher = {Hugging Face Datasets, engineered by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-dhs-family-planning}}
}
License
Released under CC BY 4.0.
Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.
About Electric Sheep Africa
Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.
Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.
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