gender_weights float64 0.76 1.46 | age_group_weights float64 0.62 1.85 | adm1_weights float64 0.22 3.79 | total_weights float64 0.14 6.47 | survey_date timestamp[ns]date 2020-04-02 00:00:00 2020-04-08 00:00:00 | country stringclasses 10
values | gender stringclasses 2
values | age_group stringclasses 3
values | admin1 stringclasses 160
values | sec stringclasses 7
values | age int64 15 91 | birthyear int64 1.93k 2k | awareness stringclasses 1
value | urban_rural stringclasses 2
values | biggestchallenge stringlengths 3 158 ⌀ | levelconcern int64 1 5 | concerns stringclasses 6
values | riskawareness stringclasses 2
values | tested stringclasses 4
values | virusprevention stringclasses 2
values | preventativemeasures_avoiding_public_places bool 2
classes | preventativemeasures_avoiding_public_transport bool 2
classes | preventativemeasures_increasing_hygiene bool 2
classes | preventativemeasures_other bool 2
classes | preventativemeasures_working_from_home bool 2
classes | handwashing stringclasses 4
values | socialdistancing stringclasses 2
values | healthbehavior stringclasses 4
values | economicimpact int64 1 5 | marketoperability stringclasses 5
values | foodlocations stringclasses 2
values | foodlocations2 stringclasses 7
values | foodshopping stringclasses 3
values | foodamount stringclasses 3
values | foodworry stringclasses 2
values | brandpurchase stringclasses 2
values | nonessentialitems stringclasses 3
values | governmenttrust int64 1 5 | commercialtrust_banks bool 2
classes | commercialtrust_brands bool 2
classes | commercialtrust_other bool 2
classes | commercialtrust_retailers bool 2
classes | commercialtrust_telecommuncations bool 2
classes | initiativetaken_limited_store_traffic bool 2
classes | initiativetaken_none bool 2
classes | initiativetaken_sectioned_intercepts bool 2
classes | initiativetaken_staff_in_protective_gear bool 2
classes | groups_brands bool 2
classes | groups_governments bool 2
classes | groups_ngos bool 2
classes | groups_private_sector bool 2
classes | groups_retailers bool 2
classes | informationsources_friends_family bool 2
classes | informationsources_government_messages bool 2
classes | informationsources_newspapers bool 2
classes | informationsources_other bool 2
classes | informationsources_radio bool 2
classes | informationsources_social_media bool 2
classes | informationsources_tv bool 2
classes | socialmedia stringclasses 5
values | mediaconsumption stringclasses 3
values | staypositive stringlengths 2 157 ⌀ | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-18 00:00:00 2026-04-18 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.760784 | 0.826885 | 0.221914 | 0.139602 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Sud-Kivu | E | 26 | 1,993 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to doctor | 2 | Most are closed | Yes | Hypermarkets | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | false | true | false | false | false | true | false | false | false | false | true | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.104972 | 1.636364 | 1.005917 | 1.818836 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 36+ | Bas-Sassandra | B | 37 | 1,982 | Yes | Urban area | null | 5 | Economic impact | No | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | false | true | false | Other | No change | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Northern Province | C2 | 23 | 1,996 | Yes | Urban area | null | 1 | Global infections | Yes | Yes - tested positive | Yes | true | false | false | false | false | 1-2 times | Yes | Go to doctor | 1 | Some are open | Yes | Supermarkets | Same as usual [no change] | Same as usual | No | null | Decreased | 5 | false | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.539725 | 0.339531 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Kinshasa | C1 | 32 | 1,987 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.071705 | 0.8421 | 1.10275 | 0.995213 | 2020-04-03T00:00:00 | Benin | Female | 26-35 | Donga | C1 | 31 | 1,988 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | false | true | false | false | false | 1-2 times | No | Go to hospital | 1 | Most are closed | Yes | Wholesalers | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.104972 | 1.636364 | 0.965845 | 1.74638 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 36+ | Lagunes | C1 | 39 | 1,980 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.68671 | 1.057143 | 0.560579 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Copperbelt | B | 30 | 1,989 | Yes | Urban area | Covid19 | 5 | Contracting the disease | Yes | Not sure | Yes | false | true | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | true | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Tv. Internet and work | HDX | 2026-04-18 |
0.772201 | 1.755676 | 2.59881 | 3.523296 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Northern | B | 49 | 1,970 | Yes | Urban area | No challenge. | 3 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 1 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Gathering extensive information. | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 15-25 | Northern | C1 | 23 | 1,996 | Yes | Rural area | poor network | 5 | Global infections | No | No | Yes | true | false | false | false | false | More than 5 times | No | Stay home | 5 | Most are closed | Yes | Discounters | Less often than usual | Same as usual | No | null | Decreased | 1 | false | false | true | false | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | true | null | No change | Tv | HDX | 2026-04-18 |
0.921659 | 0.894454 | 1.062292 | 0.875734 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | West Pokot | B | 27 | 1,992 | Yes | Urban area | Finance | 5 | Global infections | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | Yes | Wholesalers | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | true | false | false | false | false | false | true | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | Government putting intervention to control spread of diseases | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.379953 | 0.201481 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Lusaka | C1 | 33 | 1,986 | Yes | Urban area | Surviving COVID 19 | 5 | Global infections | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Smaller packsize than usual | No | null | Decreased | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | There hope that the world is working together to stop COVID 19 | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 26-35 | Maputo | C1 | 26 | 1,993 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | false | false | false | true | false | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 1 | false | false | false | true | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.514948 | 0.787094 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Nord-Kivu | B | 20 | 1,999 | Yes | Urban area | null | 5 | Contracting the disease | No | Not sure | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Some are open | No | null | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 1 | false | false | false | true | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | true | false | Governments | Consuming less | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Western Province | B | 28 | 1,991 | Yes | Urban area | null | 5 | Travel restrictions | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | false | true | false | true | true | true | false | false | true | false | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.104972 | 1.007519 | 0.965845 | 1.075256 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Lagunes | C1 | 22 | 1,997 | Yes | Rural area | null | 5 | Other | No | No | Yes | false | false | true | false | false | More than 5 times | No | Not sure | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 1 | false | false | true | false | false | false | true | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Friends/family | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 36+ | Manica | C1 | 44 | 1,975 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | true | false | false | true | false | false | false | true | true | true | true | true | false | true | true | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 26-35 | KwaZulu-Natal | A | 35 | 1,984 | Yes | Urban area | None Iam at home | 5 | Other | No | No | Yes | false | true | false | false | false | More than 5 times | Yes | Go to doctor | 3 | Some are open | No | null | Less often than usual | Same as usual | No | null | Increased | 1 | true | false | true | false | true | true | false | true | false | true | true | true | true | true | true | false | false | false | true | true | true | Friends/family | Consuming more | I trust God in everything and beleive he alone will help heal the world | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.016844 | 1.519568 | 2020-04-05T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Vallée du Bandama | C1 | 36 | 1,983 | Yes | Urban area | null | 4 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 1 | Some are open | No | null | More often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 1 | false | false | true | false | false | false | false | false | false | false | false | true | false | false | false | false | false | true | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-07T00:00:00 | Ghana | Female | 36+ | Volta | C1 | 36 | 1,983 | Yes | Rural area | No chalenge | 5 | Economic impact | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | Some are open | Yes | Supermarkets | Less often than usual | Same as usual | No | null | No change | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | INFORMATIONS | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.945516 | 0.950686 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Bomet | D | 25 | 1,994 | Yes | Rural area | No food | 5 | Other | No | No | Yes | true | false | false | false | false | 1-2 times | No | Go to hospital | 3 | All are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | Stay at home | HDX | 2026-04-18 |
0.937967 | 0.886903 | 1.113889 | 0.926628 | 2020-04-03T00:00:00 | Benin | Male | 15-25 | Cuoffo | C1 | 24 | 1,995 | Yes | Urban area | null | 5 | Travel restrictions | No | No | Yes | false | false | true | false | false | 1-2 times | Yes | Go to doctor | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1 | 1.065831 | 2020-04-06T00:00:00 | Nigeria | Female | 15-25 | Delta | C2 | 21 | 1,998 | Yes | Urban area | Staying Indoor With Limited Foodstock | 4 | Global infections | Yes | No | Yes | true | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | true | false | false | true | false | true | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming less | My family | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 36+ | Gauteng | B | 38 | 1,981 | Yes | Urban area | Getting access to food and long kews at malls | 5 | Global infections | Yes | No | Yes | true | false | true | false | false | More than 5 times | Yes | Not sure | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | true | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | Friends/family | Consuming more | Binging on series,movies with family | HDX | 2026-04-18 |
1.030303 | 1.034483 | 2 | 2.131661 | 2020-04-06T00:00:00 | Nigeria | Female | 15-25 | Bayelsa | D | 16 | 2,003 | Yes | Urban area | My Jamb | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 5 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | My state hasn't record any infected case | HDX | 2026-04-18 |
1.104972 | 0.619048 | 0.72855 | 0.498351 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Abidjan | C1 | 26 | 1,993 | Yes | Rural area | null | 5 | Local infections | Yes | Not sure | Yes | true | true | true | false | true | 3-5 times | Yes | Go to hospital | 4 | Some are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | false | false | true | true | false | false | false | false | true | false | true | true | true | true | false | true | false | false | false | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 1.003788 | 1.009277 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Kisumu | B | 24 | 1,995 | Yes | Urban area | Corona virus outbreak | 5 | Global infections | Yes | Yes - tested negative | Yes | true | true | true | false | true | More than 5 times | No | Go to hospital | 5 | Some are open | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | false | false | false | false | false | false | true | true | true | false | true | true | true | false | true | true | true | Media outlets | Consuming more | People who are recovering | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Niassa | C1 | 40 | 1,979 | Yes | Urban area | null | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | No | Go to doctor | 5 | Some are open | Yes | Supermarkets | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 5 | true | false | false | false | false | false | true | false | false | false | true | true | true | true | false | true | false | false | true | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.50585 | 0.773187 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Katanga | C1 | 22 | 1,997 | Yes | Rural area | null | 1 | Contracting the disease | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 1 | All are closed | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-04T00:00:00 | Mozambique | Female | 15-25 | Maputo | C1 | 20 | 1,999 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.044776 | 0.8 | 0.861149 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Benue | D | 34 | 1,985 | Yes | Rural area | Coronavirus | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Drugstores | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | true | false | true | false | true | true | Other | Consuming more | Games, News from the television | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Kigali | C1 | 39 | 1,980 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Stay home | 5 | Some are open | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Western Province | B | 23 | 1,996 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | true | false | true | false | true | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | true | false | false | false | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Western Province | C1 | 23 | 1,996 | Yes | Urban area | null | 5 | Local infections | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Not sure | 5 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | true | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.974351 | 0.97968 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Kericho | C1 | 24 | 1,995 | Yes | Urban area | Water shortage | 5 | Economic impact | Yes | No | Yes | true | true | true | false | false | 3-5 times | Yes | Go to doctor | 5 | Some are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 4 | false | false | false | true | false | false | false | false | true | false | true | true | true | false | true | true | true | false | true | true | true | Media outlets | Consuming more | Information and precautions | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.549956 | 2.316247 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Montagnes | B | 44 | 1,975 | Yes | Urban area | null | 1 | Contracting the disease | No | Not sure | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Discounters | Less often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 5 | false | false | false | false | true | false | false | true | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | No change | null | HDX | 2026-04-18 |
1.41844 | 1.755676 | 1.451956 | 3.615836 | 2020-04-02T00:00:00 | Zambia | Female | 36+ | Western | E | 38 | 1,981 | Yes | Rural area | corona virus outbreak and not having a job and money | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 3-5 times | No | Go to hospital | 5 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | true | false | false | false | false | true | false | false | false | true | false | false | false | true | false | false | false | false | false | false | null | Consuming less | washing hands with soap and avoiding travelling to place | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Female | 26-35 | Eastern | C1 | 33 | 1,986 | Yes | Rural area | Traveling | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Stay home | 5 | All are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | true | false | true | false | false | false | false | false | false | false | false | true | true | Friends/family | Consuming more | My family n watching TV | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Manica | B | 25 | 1,994 | Yes | Rural area | null | 5 | Other | Yes | Yes - tested positive | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | true | false | false | true | false | false | false | false | true | false | false | true | false | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1.092896 | 0.991756 | 1.06959 | 1.159313 | 2020-04-03T00:00:00 | Kenya | Female | 36+ | Embu | B | 44 | 1,975 | Yes | Rural area | My biggest challenge is businesses are so down due to corona outbreak. | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | Most are closed | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming less | Positivity,expectations and prayers | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 26-35 | KwaZulu-Natal | A | 32 | 1,987 | Yes | Urban area | Start up capital | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | Gyming with my family indoor | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Greater Accra | C1 | 24 | 1,995 | Yes | Urban area | Not able to go out of my area | 5 | Global infections | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | The fact that people are recovering | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.221914 | 0.139602 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Sud-Kivu | D | 29 | 1,990 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.905484 | 0.860661 | 2020-04-03T00:00:00 | Benin | Female | 15-25 | Atlantique | C1 | 21 | 1,998 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 3 | All are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 2 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Rivers | B | 56 | 1,963 | Yes | Urban area | Lockdown because of COVID 19 | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | false | true | false | true | 3-5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Drugstores | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | true | true | false | true | true | true | false | false | true | true | true | true | true | true | false | true | false | false | true | false | true | null | Consuming less | Knowing that it will not last forever and that scientists are battling to come up with a vaccine. | HDX | 2026-04-18 |
0.772201 | 0.68671 | 3.788102 | 2.008746 | 2020-04-03T00:00:00 | Zambia | Male | 26-35 | Luapula | B | 32 | 1,987 | Yes | Urban area | Mobile Data | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | false | false | false | false | true | 3-5 times | Yes | Go to doctor | 1 | Most are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Increased | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | Watchng Movies Wt My Family And Ensuring That We Have Delicious Meals At Home | HDX | 2026-04-18 |
0.772201 | 1.755676 | 1.185061 | 1.606628 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Southern | A | 51 | 1,968 | Yes | Urban area | Unemployment | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Because of strictly measures which have been taken to Prevent COVID-19 | HDX | 2026-04-18 |
1.071705 | 0.8421 | 0.905484 | 0.817183 | 2020-04-03T00:00:00 | Benin | Female | 26-35 | Atlantique | A | 34 | 1,985 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | true | false | false | true | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Friends/family | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 1.090933 | 0.963409 | 1.14865 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Busia | C1 | 25 | 1,994 | Yes | Rural area | Finance | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | true | true | Media outlets | Consuming less | Those recovering from covid-19.The efforts of the government of kenya . | HDX | 2026-04-18 |
0.913242 | 1.007519 | 1.01076 | 0.930009 | 2020-04-05T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Comoé | C1 | 23 | 1,996 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | true | true | false | false | false | 3-5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Wholesalers | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | true | false | false | true | false | true | true | false | true | true | false | false | false | true | true | true | true | true | true | Governments | Consuming less | null | HDX | 2026-04-18 |
0.937967 | 0.886903 | 1.415294 | 1.177363 | 2020-04-02T00:00:00 | Benin | Male | 15-25 | Borgou | B | 23 | 1,996 | Yes | Urban area | null | 3 | Global infections | Yes | No | Yes | false | false | true | false | false | 0 times | Yes | Go to doctor | 3 | Some are open | Yes | Wholesalers | Less often than usual | Bigger packsize than usual | No | null | Decreased | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.913242 | 1.636364 | 0.72855 | 1.088743 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Abidjan | C1 | 37 | 1,982 | Yes | Urban area | null | 5 | Economic impact | No | Not sure | Yes | true | false | false | false | true | 1-2 times | Yes | Go to hospital | 5 | Some are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | true | false | true | false | true | true | false | false | true | true | true | true | true | true | false | true | true | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Female | 26-35 | KwaZulu-Natal | A | 33 | 1,986 | Yes | Rural area | Corona virus | 5 | Contracting the disease | No | No | Yes | false | false | false | false | true | 3-5 times | Yes | Go to doctor | 5 | Some are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Purchase your usual brand | No change | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | Staying protected with my family taking safety measures | HDX | 2026-04-18 |
0.913242 | 0.619048 | 1.01292 | 0.572644 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Savanes | C1 | 29 | 1,990 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | 3-5 times | Yes | Go to hospital | 5 | Most are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Increased | 3 | false | false | false | false | true | true | false | false | true | false | false | false | true | true | false | true | false | false | true | true | true | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 36+ | Maputo City | C1 | 49 | 1,970 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Not sure | Yes | false | true | false | false | false | More than 5 times | No | Go to doctor | 5 | All are open | No | null | Same as usual [no change] | Bigger packsize than usual | No | null | Decreased | 1 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 26-35 | Free State | A | 31 | 1,988 | Yes | Rural area | To go shopping | 4 | Contracting the disease | Yes | No | Yes | true | true | true | false | false | More than 5 times | No | Go to doctor | 3 | Some are open | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 4 | true | false | false | true | true | true | false | true | true | true | true | true | true | true | false | false | false | false | true | true | true | Governments | Consuming more | Washing hands regularly | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 15-25 | Mpumalanga | B | 23 | 1,996 | Yes | Rural area | Lack of water | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Stay home | 5 | Some are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 3 | false | true | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | null | Consuming more | Watching TV | HDX | 2026-04-18 |
0.913242 | 0.619048 | 1.01076 | 0.571423 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Comoé | C1 | 30 | 1,989 | Yes | Rural area | null | 1 | Economic impact | No | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | All are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-05T00:00:00 | Ghana | Male | 36+ | Upper West | C1 | 40 | 1,979 | Yes | Urban area | Finances | 5 | Economic impact | Yes | Not sure | Yes | true | true | true | true | true | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Other | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | true | false | false | true | false | false | true | true | true | true | true | true | false | true | false | false | true | true | true | Health organizations | Consuming more | Reading and watching movies | HDX | 2026-04-18 |
0.970297 | 1.044776 | 0.631579 | 0.640259 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Borno | E | 26 | 1,993 | Yes | Rural area | Hunger | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | true | true | false | true | true | true | Media outlets | Consuming less | Social media | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Zambézia | D | 38 | 1,981 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | No | false | false | false | false | false | 0 times | Yes | Go to doctor | 5 | Some are open | No | null | Less often than usual | Same as usual | No | null | Decreased | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | true | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1.104972 | 0.619048 | 0.72855 | 0.498351 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Abidjan | B | 27 | 1,992 | Yes | Urban area | null | 5 | Global infections | No | Yes - tested negative | Yes | true | true | true | false | true | More than 5 times | Yes | Go to doctor | 3 | Some are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 3 | false | false | true | true | true | true | false | false | true | true | true | true | true | true | true | true | true | false | true | true | false | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Female | 36+ | KwaZulu-Natal | B | 43 | 1,976 | Yes | Rural area | Its corona virus | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Cause myself j my family we stay in doors and we won't catch the virus | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1.090909 | 1.095006 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Jigawa | A | 22 | 1,997 | Yes | Urban area | Lack of modern techniques to control climate change | 5 | Travel restrictions | Yes | Yes - tested positive | Yes | false | false | true | false | false | 0 times | No | Go to doctor | 5 | Most are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 4 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | Consuming more | By chatting at home and being watching films | HDX | 2026-04-18 |
0.772201 | 1.755676 | 1.057143 | 1.433205 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Copperbelt | C1 | 43 | 1,976 | Yes | Urban area | Fighting the covid-19 pandemic | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Most are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | Being in safe places always, washing and sanitizing hands frequently, believing in what the government is doing to protect its citizens | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.875624 | 0.464324 | 2020-04-03T00:00:00 | Zambia | Male | 26-35 | Central | C1 | 29 | 1,990 | Yes | Rural area | Money | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Online | Same as usual [no change] | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | Consuming more | prayers and family | HDX | 2026-04-18 |
1.092896 | 0.894454 | 1.017545 | 0.994696 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Bungoma | B | 32 | 1,987 | Yes | Rural area | Lack of sanitizer | 5 | Local infections | Yes | No | Yes | true | true | true | false | true | 3-5 times | Yes | Not sure | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | true | false | false | true | true | false | false | false | true | true | true | true | false | true | false | false | false | true | true | true | Friends/family | Consuming more | Nothing so far | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 26-35 | Tete | C1 | 35 | 1,984 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Most are closed | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.977084 | 0.982427 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Nakuru | B | 23 | 1,996 | Yes | Urban area | Hiking of fare | 5 | Economic impact | No | Yes - tested negative | Yes | false | false | true | false | true | More than 5 times | No | Go to hospital | 4 | Some are open | Yes | Wholesalers | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | true | false | true | false | false | false | true | false | true | false | true | false | false | true | false | true | false | true | null | Consuming more | Am still working at home and everything that has a beginning has an end | HDX | 2026-04-18 |
1.092896 | 0.894454 | 0.977084 | 0.955143 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Nakuru | A | 34 | 1,985 | Yes | Urban area | Quarantine | 5 | Economic impact | Yes | No | Yes | true | true | true | false | false | 3-5 times | No | Go to doctor | 5 | Most are closed | Yes | Wholesalers | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | true | true | true | true | true | false | true | true | true | true | true | true | true | true | true | true | true | true | true | true | Friends/family | Consuming less | Music | HDX | 2026-04-18 |
1.092896 | 1.090933 | 0.77413 | 0.922977 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Nairobi | B | 23 | 1,996 | Yes | Urban area | Corona virus | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | false | More than 5 times | Yes | Go to hospital | 4 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | true | true | false | false | true | true | true | true | true | true | false | true | false | false | false | false | true | null | Consuming more | The measures the government is taking to stop the spreadThe hope in God that it shall be well | HDX | 2026-04-18 |
0.772201 | 0.956959 | 3.623693 | 2.67778 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Muchinga | C1 | 22 | 1,997 | Yes | Urban area | Having enough food and money | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 1-2 times | Yes | Go to hospital | 5 | All are open | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | null | Consuming more | Praying, being hygiene and mostly being assured by friends and family all will be well | HDX | 2026-04-18 |
0.760784 | 1.047883 | 1.628218 | 1.298037 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Kasai Oriental | C1 | 21 | 1,998 | Yes | Urban area | null | 5 | Other | No | Not sure | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 1 | Most are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1 | 1.003756 | 2020-04-06T00:00:00 | Nigeria | Male | 15-25 | Delta | C1 | 25 | 1,994 | Yes | Urban area | Not Having Electricity | 5 | Economic impact | No | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | Some are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Health organizations | No change | Reading, sleeping and spending time with family | HDX | 2026-04-18 |
0.937967 | 1.305404 | 0.855074 | 1.046974 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Collines | C1 | 38 | 1,981 | Yes | Urban area | null | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 3 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.379953 | 0.280772 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Lusaka | B | 25 | 1,994 | Yes | Urban area | Electricity | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Same as usual | No | null | Decreased | 3 | true | false | false | false | false | false | false | false | true | false | false | false | true | false | false | true | false | false | false | false | false | null | Consuming more | Playing games | HDX | 2026-04-18 |
1.458647 | 0.826885 | 0.221914 | 0.267658 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 26-35 | Sud-Kivu | E | 33 | 1,986 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | Yes | Wholesalers | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | No change | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 0.991756 | 1.018187 | 1.103599 | 2020-04-02T00:00:00 | Kenya | Female | 36+ | Makueni | D | 39 | 1,980 | Yes | Rural area | Lack of electricity, near haelth institution | 1 | Economic impact | No | No | No | false | false | false | false | false | More than 5 times | Yes | Go to hospital | 1 | Most are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | Staying at home | HDX | 2026-04-18 |
0.921659 | 0.894454 | 0.973186 | 0.802276 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Mombasa | C1 | 30 | 1,989 | Yes | Urban area | Job | 5 | Local infections | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | null | No change | My family | HDX | 2026-04-18 |
0.760784 | 1.047883 | 2.042612 | 1.628397 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Maniema | C1 | 19 | 2,000 | Yes | Urban area | null | 5 | Other | Yes | Not sure | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 5 | All are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Nampula | C1 | 24 | 1,995 | Yes | Urban area | null | 5 | Local infections | Yes | Yes - tested positive | No | false | false | false | false | false | 0 times | Yes | Go to hospital | 1 | All are closed | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Male | 26-35 | Eastern | C1 | 29 | 1,990 | Yes | Urban area | The COVID 19 pandemic and the subsequent lockdown | 5 | Other | Yes | No | Yes | false | false | false | true | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | false | false | true | false | false | false | null | No change | Faith | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-06T00:00:00 | Benin | Male | 36+ | Zou | C1 | 36 | 1,983 | Yes | Urban area | null | 4 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | true | false | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | Western Cape | B | 24 | 1,995 | Yes | Urban area | Not being able to walk freely | 5 | Global infections | Yes | No | Yes | false | false | true | false | true | More than 5 times | No | Go to hospital | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 4 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | true | true | false | false | false | true | false | Governments | Consuming more | My family | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-03T00:00:00 | Benin | Male | 36+ | Mono | C1 | 56 | 1,963 | Yes | Urban area | null | 5 | Travel restrictions | No | No | Yes | false | false | true | false | false | More than 5 times | No | Stay home | 5 | Some are open | Yes | Supermarkets | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | false | false | true | true | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.110304 | 1.659235 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Lacs | B | 41 | 1,978 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Stay home | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 4 | false | false | false | false | true | false | false | true | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Northern | C1 | 24 | 1,995 | Yes | Rural area | Coronavirus | 5 | Global infections | Yes | No | Yes | true | true | true | false | true | More than 5 times | No | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | true | false | true | true | true | false | false | true | false | false | false | true | true | Friends/family | Consuming more | Social media | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.0025 | 0.791837 | 2020-04-02T00:00:00 | Benin | Male | 26-35 | Zou | C1 | 28 | 1,991 | Yes | Urban area | null | 5 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | All are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.41844 | 0.956959 | 0.379953 | 0.515744 | 2020-04-02T00:00:00 | Zambia | Female | 15-25 | Lusaka | A | 21 | 1,998 | Yes | Urban area | Finding a job | 5 | Economic impact | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 4 | All are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | No change | My faith in God and my home garden | HDX | 2026-04-18 |
0.937967 | 0.8421 | 0.760517 | 0.600704 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Ouémé | C2 | 29 | 1,990 | Yes | Rural area | null | 5 | Economic impact | Yes | Not sure | Yes | false | true | false | false | false | 3-5 times | No | Go to hospital | 5 | All are closed | Yes | Hypermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 0.933333 | 1 | 0.961616 | 2020-04-06T00:00:00 | Nigeria | Female | 36+ | Imo | C1 | 38 | 1,981 | Yes | Urban area | The pendamic disease outbreak : corona virus | 5 | Contracting the disease | No | Yes - tested negative | Yes | true | false | true | false | false | More than 5 times | Yes | Stay home | 5 | All are closed | Yes | Online | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | true | false | false | false | false | true | true | true | true | true | true | false | true | true | false | true | true | true | Health organizations | Consuming more | Internet, power supply, my family | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-04T00:00:00 | Mozambique | Female | 15-25 | Nampula | B | 21 | 1,998 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 1.090933 | 0.983014 | 1.172025 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Taita-Taveta | D | 21 | 1,998 | Yes | Rural area | Income | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | Stay home | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | false | null | No change | Prayers | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 26-35 | Gauteng | A | 29 | 1,990 | Yes | Rural area | Restricted to stay in the yard | 5 | Local infections | No | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Bigger packsize than usual | No | null | No change | 5 | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | false | Media outlets | Consuming more | That my family is safe and that the government is doing their best | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.514948 | 0.323944 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Nord-Kivu | C1 | 30 | 1,989 | Yes | Urban area | null | 1 | Contracting the disease | No | No | Yes | false | false | true | false | false | More than 5 times | No | Not sure | 5 | Some are open | Yes | Other | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | KwaZulu-Natal | B | 22 | 1,997 | Yes | Urban area | I work at a pharmacy so helping people with all the risks of getting infected is a challenge | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Some are open | Yes | Supermarkets | Less often than usual | Same as usual | No | null | Decreased | 4 | false | false | false | true | false | false | false | false | false | false | true | true | true | true | false | true | false | false | false | true | true | Media outlets | Consuming more | Knowing that I am doing everything I can to prevent the spread of corona virus and protecting everyone else | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.01292 | 1.513703 | 2020-04-05T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Savanes | C1 | 37 | 1,982 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | true | true | true | false | true | true | true | Other | Consuming more | null | HDX | 2026-04-18 |
0.760784 | 1.047883 | 1.134194 | 0.904195 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Bas-Congo | C1 | 25 | 1,994 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | No | null | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 3 | false | false | true | false | false | true | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.104972 | 1.007519 | 1.110304 | 1.23608 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Lacs | C1 | 16 | 2,003 | Yes | Rural area | null | 1 | Global infections | No | Not sure | Yes | false | true | false | false | false | More than 5 times | No | Go to hospital | 2 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Increased | 5 | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Female | 36+ | KwaZulu-Natal | B | 46 | 1,973 | Yes | Urban area | Is to get mask and gloves to protect my self | 5 | Contracting the disease | Yes | No | Yes | false | false | false | true | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | Spending time withmy family, exersixing | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 36+ | Zambézia | C1 | 41 | 1,978 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to doctor | 5 | Some are open | Yes | Supermarkets | More often than usual | Same as usual | No | null | No change | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | No change | null | HDX | 2026-04-18 |
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