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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.772201 | 1.755676 | 2.468028 | 3.34599 | 2020-04-03T00:00:00 | Zambia | Male | 36+ | North-Western | C1 | 40 | 1,979 | Yes | Rural area | Fear of coronavirus | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | 1-2 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 | false | false | true | false | false | false | false | false | false | false | false | true | null | Consuming more | Increase in hygiene and send my talk time please | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.50585 | 0.318221 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Katanga | C1 | 34 | 1,985 | Yes | Urban area | null | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 26-35 | Gauteng | B | 31 | 1,988 | Yes | Urban area | easter weekend indoors | 3 | Travel restrictions | Yes | No | Yes | false | false | false | false | true | More than 5 times | No | Stay home | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | true | false | false | false | false | true | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming more | health | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Western Province | C2 | 25 | 1,994 | Yes | Rural area | null | 5 | Local infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | true | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.104972 | 0.619048 | 1.011544 | 0.691927 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Sassandra-Marahoué | B | 34 | 1,985 | Yes | Rural area | null | 5 | Contracting the disease | No | No | No | false | false | false | false | false | More than 5 times | No | Stay home | 5 | Most are closed | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Increased | 5 | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.913242 | 0.619048 | 0.72855 | 0.411879 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Abidjan | C1 | 27 | 1,992 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | true | true | true | false | false | 1-2 times | No | Go to hospital | 4 | Most are open | No | null | Same as usual [no change] | Same as usual | No | null | No change | 3 | false | false | true | false | false | false | false | true | true | false | true | false | true | true | false | false | false | false | false | true | true | Health organizations | No change | null | HDX | 2026-04-18 |
0.921659 | 0.894454 | 1.060289 | 0.874082 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Trans Nzoia | B | 26 | 1,993 | Yes | Urban area | Internet connection | 3 | Economic impact | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 3 | Most are open | No | null | More often than usual | Same as usual | Yes | Purchase your usual brand | No change | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | Being hopeful cure will be got | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Cabo Delgado | B | 19 | 2,000 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested negative | No | false | false | false | false | false | More than 5 times | Yes | 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 | Decreased | 1 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming more | null | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Zou | B | 40 | 1,979 | Yes | Urban area | null | 4 | Local infections | Yes | Yes - tested negative | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 3 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Increased | 3 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Governments | Consuming more | null | HDX | 2026-04-18 |
1.104972 | 1.007519 | 1.011544 | 1.126132 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Sassandra-Marahoué | B | 21 | 1,998 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are open | No | null | More 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 | false | false | true | null | No change | null | HDX | 2026-04-18 |
1.104972 | 1.007519 | 0.72855 | 0.811081 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Abidjan | B | 24 | 1,995 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | 3-5 times | No | Not sure | 5 | Some are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Increased | 5 | 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 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Female | 26-35 | Ashanti | C1 | 30 | 1,989 | Yes | Urban area | School | 5 | Economic impact | Yes | Not sure | Yes | true | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | No | null | More often than usual | Bigger packsize than usual | No | null | Decreased | 4 | true | false | true | false | true | true | false | true | false | true | true | false | true | false | false | true | false | false | true | false | true | null | Consuming more | Stay from public places | HDX | 2026-04-18 |
0.937967 | 0.8421 | 0.760517 | 0.600704 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Ouémé | C1 | 29 | 1,990 | Yes | Rural area | null | 4 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Increased | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 36+ | Ashanti | B | 52 | 1,967 | Yes | Urban area | Going to market to buy provisions | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Most are open | No | null | More often than usual | Bigger packsize than usual | No | null | Decreased | 4 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Watch a lot of TV programs | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Lagos | C2 | 29 | 1,990 | Yes | Urban area | Our challange is no movement and no provision of food. | 1 | Global infections | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 1 | Some are open | Yes | Other | Less often than usual | Smaller packsize than 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 | false | false | false | true | false | Friends/family | Consuming more | Washing my hand and sanitaiza | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 26-35 | Nampula | C1 | 34 | 1,985 | 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 | All are open | 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 | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 1.090933 | 0.77413 | 0.922977 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Nairobi | B | 24 | 1,995 | Yes | Urban area | Maintaining social distance even with relatives | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | true | true | true | false | false | false | false | true | true | true | false | false | true | true | false | true | false | true | null | Consuming more | Knowing that I am responsible of protecting myself | HDX | 2026-04-18 |
0.760784 | 1.112868 | 0.921893 | 0.780523 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Kasai Occidental | B | 37 | 1,982 | Yes | Urban area | null | 1 | Global infections | No | Not sure | No | false | false | false | false | false | More than 5 times | Yes | Go to doctor | 1 | All are closed | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | false | true | false | false | false | true | false | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1.2 | 1.204507 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Kwara | C1 | 23 | 1,996 | Yes | Urban area | Not being able to go out | 5 | Economic impact | Yes | No | Yes | true | true | true | false | true | More than 5 times | Yes | Stay home | 5 | Most are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | true | false | true | true | true | false | true | true | true | true | true | true | true | true | true | true | false | true | true | true | Health organizations | Consuming more | Hope that there would be an effective treatment and a vaccine | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Female | 15-25 | Central | C1 | 22 | 1,997 | Yes | Rural area | Money for data because my school is doing online lectures. | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 4 | false | false | true | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | Consuming more | Social distancing | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-04T00:00:00 | Mozambique | Female | 15-25 | Maputo | B | 20 | 1,999 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested negative | No | false | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are open | 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 | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 36+ | Gaza | A | 46 | 1,973 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | More than 5 times | No | Stay home | 5 | Some are open | No | null | Less often than usual | Same as usual | No | null | Decreased | 5 | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 26-35 | KwaZulu-Natal | B | 29 | 1,990 | Yes | Rural area | Not allow to go anywhere | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | More than 5 times | No | 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 | 2 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Watching televisioMy phoneFood | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 36+ | Gauteng | A | 39 | 1,980 | Yes | Urban area | Staying locked in the house | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | More than 5 times | No | Go to doctor | 5 | Most are open | Yes | Supermarkets | More often than usual | Same as 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 | true | true | false | false | true | true | true | Friends/family | Consuming more | Being with family | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Kano | D | 39 | 1,980 | Yes | Rural area | Corona virus | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 1 | Most are closed | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | false | false | false | false | true | true | false | false | true | true | true | false | true | true | true | Health organizations | Consuming more | Govt suport against corona speriding | HDX | 2026-04-18 |
0.970297 | 1.034483 | 0.631579 | 0.633951 | 2020-04-03T00:00:00 | Nigeria | Male | 15-25 | Borno | C2 | 25 | 1,994 | Yes | Urban area | Coronavirus | 5 | Travel restrictions | Yes | No | Yes | false | true | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Hypermarkets | More often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Increased | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | Staying at home | HDX | 2026-04-18 |
1.104972 | 1.007519 | 0.72855 | 0.811081 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Abidjan | B | 20 | 1,999 | Yes | Urban area | null | 5 | Economic impact | No | Yes - tested positive | Yes | true | false | false | false | false | 0 times | Yes | Go to doctor | 3 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 3 | false | false | true | false | false | false | false | 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 | Female | 26-35 | Niassa | C1 | 29 | 1,990 | Yes | Urban area | null | 1 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 2 | Most are closed | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 1 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1 | 1.065831 | 2020-04-02T00:00:00 | Nigeria | Female | 15-25 | Imo | C2 | 22 | 1,997 | Yes | Rural area | Hunger | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Stay home | 5 | Most are closed | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | false | true | false | false | false | false | false | false | true | false | false | false | true | false | false | false | false | false | null | Consuming more | PLAYING MUSIC | HDX | 2026-04-18 |
1.030303 | 0.933333 | 1 | 0.961616 | 2020-04-02T00:00:00 | Nigeria | Female | 36+ | Kano | B | 37 | 1,982 | Yes | Urban area | Covid 19 | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Stay home | 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 | 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 | By increasing Hygiene and Stay away from crowed | HDX | 2026-04-18 |
0.772201 | 0.68671 | 3.788102 | 2.008746 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Luapula | C1 | 35 | 1,984 | Yes | Rural area | Credits | 4 | Contracting the disease | Yes | No | No | false | false | false | false | false | 0 times | No | Go to hospital | 3 | All are open | No | null | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 2 | true | false | false | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | Good health | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 15-25 | Volta | B | 22 | 1,997 | Yes | Urban area | Prize hike in food stuffs | 5 | Global infections | 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] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | false | false | false | false | false | false | true | false | Media outlets | Consuming more | Staying always with the family and also with my phone | HDX | 2026-04-18 |
0.913242 | 0.619048 | 1.011544 | 0.571866 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Sassandra-Marahoué | B | 29 | 1,990 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | true | true | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 4 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | false | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Female | 26-35 | Eastern Cape | B | 34 | 1,985 | Yes | Urban area | Keeping my family entertained | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | 3-5 times | Yes | Go to doctor | 5 | All are open | No | null | Less often than usual | Same as usual | No | null | No change | 1 | false | false | false | false | true | false | false | true | false | false | true | false | false | true | false | true | false | false | false | true | false | Media outlets | Consuming more | God | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Male | 26-35 | Northern Province | C1 | 31 | 1,988 | Yes | Rural area | null | 5 | Travel restrictions | No | Yes - tested negative | Yes | false | false | true | false | false | 1-2 times | Yes | Go to doctor | 5 | All are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | true | false | false | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 26-35 | KwaZulu-Natal | B | 35 | 1,984 | Yes | Urban area | being far from my family | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | Some are open | No | null | Same as usual [no change] | Same as usual | No | null | No change | 4 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | praying, positive messages from government and from the minister of health | HDX | 2026-04-18 |
0.921659 | 0.894454 | 0.984658 | 0.811734 | 2020-04-03T00:00:00 | Kenya | Male | 26-35 | Turkana | C1 | 28 | 1,991 | Yes | Rural area | Corona | 5 | Global infections | No | No | Yes | false | false | false | true | false | More than 5 times | No | Go to doctor | 1 | All are closed | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Health organizations | Consuming more | Pratice personal hygiene | HDX | 2026-04-18 |
0.760784 | 1.112868 | 2.670809 | 2.261248 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Equateur | C1 | 48 | 1,971 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 1 | Some are open | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 5 | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 36+ | KwaZulu-Natal | A | 55 | 1,964 | Yes | Urban area | Price increases | 5 | Economic impact | Yes | No | Yes | true | true | true | true | true | More than 5 times | Yes | Stay home | 5 | Some are open | Yes | Supermarkets | Less often than usual | Same as usual | No | null | Decreased | 2 | true | true | false | true | false | true | false | true | true | true | true | true | true | true | false | true | true | true | true | false | false | null | No change | Enjoying the garden more. Phoning family and friends | HDX | 2026-04-18 |
0.760784 | 1.047883 | 0.514948 | 0.410523 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Nord-Kivu | C1 | 24 | 1,995 | Yes | Urban area | null | 1 | Other | No | No | Yes | false | false | true | false | false | 0 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 | 1 | false | false | true | false | false | false | false | false | true | false | false | false | false | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Northern | C1 | 25 | 1,994 | Yes | Rural area | Money | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | 3-5 times | No | Go to hospital | 5 | Some are open | No | null | More often than usual | Same as usual | Yes | Purchase your usual brand | No change | 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 | Internet | HDX | 2026-04-18 |
0.913242 | 0.619048 | 1.110304 | 0.6277 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Lacs | B | 33 | 1,986 | Yes | Urban area | null | 5 | Local infections | No | 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 | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Oyo | C2 | 30 | 1,989 | Yes | Urban area | Money | 5 | Economic impact | No | Yes - tested positive | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | true | true | true | false | true | true | true | Other | Consuming more | Watching movies,surfing the net,working on an assignment, reading and chatting with friends | HDX | 2026-04-18 |
1.41844 | 0.956959 | 1.057143 | 1.434954 | 2020-04-02T00:00:00 | Zambia | Female | 15-25 | Copperbelt | C1 | 20 | 1,999 | Yes | Urban area | Money | 5 | Other | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 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 | 2 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | No change | God and friends | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Kogi | D | 43 | 1,976 | Yes | Urban area | Money for household use | 5 | Global infections | Yes | No | Yes | false | false | false | false | true | 3-5 times | No | Go to hospital | 5 | Most are closed | Yes | Other | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | true | false | false | true | true | true | true | true | true | true | true | true | true | true | true | Friends/family | No change | Religious belief and attitude to life and living | HDX | 2026-04-18 |
0.921659 | 0.991756 | 1.003788 | 0.917523 | 2020-04-02T00:00:00 | Kenya | Male | 36+ | Kisumu | C1 | 39 | 1,980 | Yes | Rural area | accessing basic requirements for mostly we are chased by police in market. | 5 | Global infections | Yes | Not sure | Yes | true | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are closed | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 2 | false | true | false | false | false | false | false | false | true | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming less | I myself am not happy since my kids are quaranted and level economy has gone plus my business. | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Eastern Province | C1 | 23 | 1,996 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | false | false | true | More than 5 times | Yes | Stay home | 5 | Most are closed | No | null | Less often than usual | Same as usual | No | null | Decreased | 5 | true | false | false | false | false | false | false | false | true | false | false | true | true | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Northern | B | 24 | 1,995 | Yes | Urban area | Source of communication | 4 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 3 | All are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 4 | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | true | false | false | false | true | false | Health organizations | Consuming more | Tv and video games | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1 | 1.003756 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Sokoto | B | 25 | 1,994 | Yes | Urban area | Hardship | 1 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | More often than usual | Smaller packsize than usual | No | null | Increased | 5 | 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 | Stay home and be safe | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 15-25 | Eastern Cape | B | 22 | 1,997 | Yes | Rural area | Having good network and data to connect and do my school work | 5 | Local infections | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 3 | Some are open | No | null | More 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 | Family and friends | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Male | 26-35 | Upper West | C1 | 27 | 1,992 | Yes | Urban area | Money | 5 | Contracting the disease | No | No | Yes | false | false | true | false | false | 1-2 times | No | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | No | null | No change | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | true | true | Media outlets | Consuming more | Personal hygiene and prayer | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.670833 | 1.319728 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Alibori | C2 | 29 | 1,990 | Yes | Rural area | null | 5 | Travel restrictions | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | Yes | Online | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | true | false | false | true | false | false | true | false | false | false | false | true | false | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 36+ | Northern Cape | A | 61 | 1,958 | Yes | Rural area | Staying positive when looking at how people carry on as if everything is normal. | 5 | Economic impact | No | No | Yes | true | true | true | false | true | More than 5 times | Yes | Go to doctor | 5 | All are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 1 | true | false | false | true | true | true | false | true | true | true | true | true | true | true | false | false | false | false | false | true | true | Media outlets | Consuming more | Reading, listening to music, discussions with my family. | HDX | 2026-04-18 |
0.937967 | 1.305404 | 0.855074 | 1.046974 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Collines | B | 40 | 1,979 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 3 | false | false | true | false | false | false | false | true | false | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming more | null | 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 | 3 | Economic impact | Yes | No | Yes | false | false | false | false | true | 1-2 times | Yes | Not sure | 5 | Most are closed | Yes | Other | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | true | false | false | false | false | false | true | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Western Province | C1 | 39 | 1,980 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | true | false | true | false | true | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Discounters | 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 | true | false | true | true | false | false | true | false | false | false | false | true | false | true | true | true | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 15-25 | Niassa | B | 22 | 1,997 | Yes | Urban area | null | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Stay home | 5 | Most are open | Yes | Other | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | false | false | true | false | false | false | true | false | false | false | true | 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 | Female | 15-25 | Volta | B | 15 | 2,004 | Yes | Urban area | Lack of a smart phone | 5 | Other | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | Yes | Stay home | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | true | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | TV and my books | HDX | 2026-04-18 |
0.760784 | 1.112868 | 0.50585 | 0.428279 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Katanga | B | 39 | 1,980 | Yes | Urban area | null | 1 | Economic impact | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 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 |
1.104972 | 1.007519 | 1.01292 | 1.127664 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Savanes | C1 | 24 | 1,995 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 5 | All are closed | No | null | Same as usual [no change] | 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 | false | false | false | true | false | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Western Province | C1 | 26 | 1,993 | Yes | Rural area | null | 1 | Local infections | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Stay home | 1 | All are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | true | false | false | false | 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 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Southern Province | B | 22 | 1,997 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested positive | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Hypermarkets | 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 | true | false | false | false | false | true | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.458647 | 1.112868 | 0.921893 | 1.496492 | 2020-04-08T00:00:00 | Democratic Republic of the Congo | Female | 36+ | Kasai Occidental | D | 37 | 1,982 | Yes | Rural area | null | 1 | Travel restrictions | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 1 | Most are closed | Yes | Other | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 2 | false | false | false | true | false | false | true | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 1.0025 | 0.952875 | 2020-04-02T00:00:00 | Benin | Female | 15-25 | Zou | C2 | 25 | 1,994 | Yes | Rural area | null | 1 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 1 | Most are open | No | null | Same as usual [no change] | Same as usual | No | null | No change | 5 | false | false | true | false | false | false | false | false | false | false | false | true | false | false | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.195288 | 0.944113 | 2020-04-08T00:00:00 | Benin | Male | 26-35 | Atakora | C1 | 33 | 1,986 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | true | 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 | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Media outlets | No change | null | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.10275 | 1.350236 | 2020-04-03T00:00:00 | Benin | Male | 36+ | Donga | C1 | 40 | 1,979 | Yes | Urban area | null | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 3 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.50585 | 0.318221 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Katanga | C1 | 26 | 1,993 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | All are open | Yes | Hypermarkets | Same as usual [no change] | 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 | false | true | false | false | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.913242 | 0.619048 | 0.72855 | 0.411879 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Abidjan | B | 28 | 1,991 | Yes | Urban area | null | 4 | Economic impact | Yes | No | Yes | true | true | 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 | Switch to an alterative brand because it is cheaper | Increased | 3 | false | true | false | true | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Northern | C1 | 20 | 1,999 | Yes | Urban area | Lack of money | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | 3-5 times | Yes | Stay home | 5 | Most are closed | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | true | false | false | true | false | false | false | true | true | true | true | true | true | false | true | true | false | true | true | true | Governments | Consuming more | Television and Internet | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Male | 26-35 | Western | B | 34 | 1,985 | Yes | Rural area | Covid19 | 5 | Contracting the disease | No | No | Yes | true | true | true | false | false | More than 5 times | No | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 4 | false | false | false | false | true | true | false | false | false | false | true | true | true | false | false | true | false | false | false | true | true | Media outlets | Consuming more | My area is a rural areaPrevent my family from going outWashing of hands frequently | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 36+ | Free State | A | 38 | 1,981 | Yes | Rural area | To stay at home not going to work | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | true | 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 | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | true | false | true | false | false | false | false | true | true | true | true | false | false | false | false | true | true | true | Media outlets | Consuming more | Whats helping me is that where I am at this moment the is no one who has been infected | HDX | 2026-04-18 |
0.772201 | 0.956959 | 1.451956 | 1.072944 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Western | C1 | 20 | 1,999 | Yes | Rural area | The out break of coronavirus | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 4 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | true | false | false | false | null | No change | By applying preventive measures since we know how the virus is spread | HDX | 2026-04-18 |
1.071705 | 0.8421 | 1.415294 | 1.277278 | 2020-04-02T00:00:00 | Benin | Female | 26-35 | Borgou | B | 34 | 1,985 | Yes | Urban area | null | 1 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | 1-2 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 | Increased | 5 | true | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Male | 26-35 | Eastern Province | B | 29 | 1,990 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | Most are open | 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 | false | false | false | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 26-35 | Tete | C1 | 33 | 1,986 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 1-2 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 | Decreased | 5 | true | false | false | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Female | 36+ | Kigali | C1 | 39 | 1,980 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 5 | All are closed | Yes | Hypermarkets | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | true | false | true | true | true | true | true | true | true | false | true | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 26-35 | Gauteng | B | 26 | 1,993 | Yes | Urban area | Cleaning,cooking and laundry | 5 | Global infections | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | Most are open | Yes | Hypermarkets | Less 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 | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming less | Reading Bible | HDX | 2026-04-18 |
1.071705 | 0.886903 | 1.0025 | 0.952875 | 2020-04-02T00:00:00 | Benin | Female | 15-25 | Zou | C1 | 25 | 1,994 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | true | false | false | false | false | false | 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 | 1.029298 | 1.034927 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Uasin Gishu | C1 | 23 | 1,996 | Yes | Urban area | lack of money & electric | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | Yes | 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 | 2 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | true | null | No change | i am healthy & i have hope that God will help us overcome this covid-19 | HDX | 2026-04-18 |
1.458647 | 1.112868 | 0.221914 | 0.360229 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 36+ | Sud-Kivu | C2 | 39 | 1,980 | Yes | Urban area | null | 1 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 1 | All are open | No | null | More 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 | true | false | true | false | false | false | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Western Province | C1 | 23 | 1,996 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | true | true | true | false | true | More than 5 times | Yes | Go to doctor | 5 | Most are closed | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | true | false | true | true | true | false | true | true | true | true | true | true | true | true | true | true | false | true | true | true | Governments | Consuming more | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.822229 | 0.826725 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Baringo | B | 21 | 1,998 | Yes | Urban area | Money | 3 | Economic impact | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 3 | Most are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 4 | true | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | true | false | Governments | Consuming less | Cleaning home | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Kaduna | D | 30 | 1,989 | Yes | Urban area | Taxes | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are closed | Yes | Online | Same as usual [no change] | 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 | true | false | false | true | true | false | true | false | false | false | false | false | null | Consuming more | sanitizer and staying away from social gathering | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Inhambane | C1 | 24 | 1,995 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1.104972 | 0.619048 | 1.016844 | 0.695553 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Vallée du Bandama | C1 | 35 | 1,984 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 3 | All are open | No | null | More often than usual | Bigger packsize than usual | No | null | No change | 3 | 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 |
0.772201 | 0.956959 | 0.379953 | 0.280772 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Lusaka | C1 | 20 | 1,999 | Yes | Urban area | My beggest challenge is that no long movement because of corona virus | 5 | Travel restrictions | No | No | Yes | false | false | false | false | true | More than 5 times | No | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | No | null | Increased | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | there is no group gathering, public transport avoidance | HDX | 2026-04-18 |
0.772201 | 0.68671 | 2.59881 | 1.378091 | 2020-04-03T00:00:00 | Zambia | Male | 26-35 | Northern | C1 | 27 | 1,992 | Yes | Rural area | Finding a job | 5 | Local infections | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | Yes | Hypermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | true | false | false | true | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | Nothing is making me happy | HDX | 2026-04-18 |
1.41844 | 1.755676 | 2.59881 | 6.471869 | 2020-04-02T00:00:00 | Zambia | Female | 36+ | Northern | C1 | 37 | 1,982 | Yes | Rural area | Covid 19 | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | All are open | 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 | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming less | Reading the Bible and praying | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-03T00:00:00 | Nigeria | Female | 26-35 | Bauchi | D | 29 | 1,990 | Yes | Urban area | ATM quee | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | 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 | Decreased | 5 | true | false | false | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming less | Faith | HDX | 2026-04-18 |
1.092896 | 0.894454 | 0.969584 | 0.947812 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Siaya | C1 | 27 | 1,992 | Yes | Rural area | Capital for investment | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | 3-5 times | No | Go to doctor | 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 | 1 | true | false | false | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | Being with my kids | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Northern Province | C1 | 24 | 1,995 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | false | false | true | false | false | 3-5 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 | 5 | false | true | false | false | false | false | false | false | true | true | false | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | 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 | 20 | 1,999 | Yes | Urban area | null | 5 | Other | No | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | All are closed | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1.092896 | 1.090933 | 0.77413 | 0.922977 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Nairobi | B | 22 | 1,997 | Yes | Urban area | Corona Virus pandemic | 5 | Economic impact | Yes | No | Yes | true | true | true | false | true | More than 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 | 4 | false | false | false | true | false | true | false | false | false | true | true | true | true | true | false | false | true | false | true | true | true | Media outlets | Consuming more | Hope plus watching movies | HDX | 2026-04-18 |
1.071705 | 0.886903 | 1.0025 | 0.952875 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Mono | C1 | 23 | 1,996 | Yes | Urban area | null | 2 | Economic impact | Yes | Yes - tested negative | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 2 | Most are closed | Yes | Discounters | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | true | 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+ | Gombe | B | 36 | 1,983 | Yes | Urban area | Lact of money | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | false | false | false | false | 1-2 times | Yes | Go to doctor | 5 | All are open | Yes | Hypermarkets | 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 | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming more | My family | HDX | 2026-04-18 |
1.104972 | 0.619048 | 1.099011 | 0.751757 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Zanzan | B | 26 | 1,993 | Yes | Rural area | null | 5 | Economic impact | No | Not sure | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Most are closed | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 3 | false | false | false | false | true | true | false | false | false | true | false | false | false | false | false | false | false | true | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 26-35 | Gauteng | A | 30 | 1,989 | Yes | Rural area | job qualifications | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | 0 times | Yes | Stay home | 5 | Some are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 4 | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Media outlets | Consuming less | Staying at home | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | Gauteng | B | 20 | 1,999 | Yes | Urban area | Getting supplies and medicine. | 5 | Contracting the disease | Yes | No | Yes | true | false | true | false | true | 3-5 times | Yes | Not sure | 5 | Most are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | false | true | false | false | false | false | false | true | true | false | true | false | false | true | false | false | true | true | true | Health organizations | Consuming more | My family and watching series. | HDX | 2026-04-18 |
0.921659 | 0.991756 | 1.049165 | 0.959 | 2020-04-03T00:00:00 | Kenya | Male | 36+ | Kitui | C2 | 41 | 1,978 | Yes | Rural area | my biggest challenge is job. | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | 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 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | true | false | false | null | Consuming more | the positiue information from the media | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Yobe | C2 | 33 | 1,986 | Yes | Urban area | Water | 5 | Economic impact | Yes | No | Yes | true | false | true | false | true | 1-2 times | Yes | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 2 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | Internet | HDX | 2026-04-18 |
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