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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.071705 | 0.8421 | 1.670833 | 1.507898 | 2020-04-03T00:00:00 | Benin | Female | 26-35 | Alibori | B | 29 | 1,990 | Yes | Urban area | null | 1 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 1-2 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 | Decreased | 3 | false | false | true | false | 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 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Female | 36+ | Greater Accra | C1 | 40 | 1,979 | Yes | Urban area | Getting out of bed | 5 | Contracting the disease | Yes | Not sure | Yes | true | true | true | false | true | 1-2 times | Yes | Stay home | 5 | Some are open | No | null | More often than usual | Same as usual | No | null | Decreased | 3 | false | false | true | false | false | false | false | false | false | false | true | true | false | false | false | true | true | false | false | false | false | null | Consuming more | Data | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Western Province | B | 36 | 1,983 | Yes | Urban area | null | 1 | Travel restrictions | No | No | Yes | false | false | false | false | true | 1-2 times | Yes | Go to hospital | 1 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 1 | 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 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Zambézia | E | 39 | 1,980 | Yes | Rural area | null | 5 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | Most are open | No | null | Less often than usual | Smaller packsize than usual | No | null | Decreased | 1 | false | false | false | false | true | true | false | false | false | false | true | true | false | true | false | false | false | false | false | true | false | Media outlets | Consuming more | null | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Oyo | D | 42 | 1,977 | Yes | Urban area | Electricity | 5 | Global infections | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 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 | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | null | Consuming more | Social media | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Female | 15-25 | Western | C1 | 21 | 1,998 | Yes | Urban area | Water | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Less often than usual | Same as usual | No | null | Increased | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | Phone ,TV | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-05T00:00:00 | Ghana | Male | 36+ | Upper East | B | 36 | 1,983 | Yes | Rural area | Installation of dstv decoder | 5 | Local infections | No | No | Yes | true | true | 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 | Decreased | 2 | true | false | false | false | false | false | true | false | false | false | false | true | true | true | false | false | false | false | false | true | true | Health organizations | Consuming more | Stay home | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 36+ | North West | A | 39 | 1,980 | Yes | Urban area | To pay same foot | 1 | Other | Yes | Yes - tested negative | Yes | false | false | false | false | true | 0 times | Yes | Go to hospital | 1 | Most are closed | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | true | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | null | Consuming more | Be positove | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 15-25 | Gauteng | A | 23 | 1,996 | Yes | Urban area | Network coverage due to bad weather | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | false | More than 5 times | Yes | Stay home | 4 | All are closed | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 4 | true | false | false | true | false | false | false | false | false | true | true | true | true | true | false | true | false | false | true | false | true | null | Consuming more | I am positive but definitely not happy | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Kigali | C1 | 37 | 1,982 | Yes | Urban area | null | 1 | Local infections | Yes | No | Yes | true | false | false | false | false | 0 times | Yes | Go to doctor | 1 | All are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | 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 |
0.772201 | 1.755676 | 2.211732 | 2.998521 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Eastern | C1 | 47 | 1,972 | Yes | Rural area | Tobbaco market postponed becouse of covid 19 | 5 | Economic impact | No | Yes - tested positive | Yes | false | false | false | false | true | More than 5 times | No | Go to hospital | 5 | All are open | Yes | Other | Less often than usual | Bigger packsize than usual | No | null | Decreased | 3 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | Being a farmer i have food at home | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 26-35 | Gaza | B | 26 | 1,993 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 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 |
0.913242 | 1.007519 | 1.099011 | 1.01121 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Zanzan | C1 | 18 | 2,001 | Yes | Rural area | null | 5 | Other | Yes | No | No | false | false | false | false | false | 1-2 times | No | 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 | 2 | false | false | true | false | false | false | true | false | false | true | true | true | true | false | false | false | false | false | false | true | true | Media outlets | No change | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Kigali | C1 | 22 | 1,997 | Yes | Rural 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 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 | true | false | false | true | false | false | false | false | true | false | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
0.913242 | 0.619048 | 1.005917 | 0.568685 | 2020-04-05T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Bas-Sassandra | C1 | 26 | 1,993 | Yes | Rural area | null | 5 | Travel restrictions | No | No | No | false | false | false | false | false | 1-2 times | No | Stay home | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 2 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | true | false | false | false | true | true | Media outlets | Consuming more | null | HDX | 2026-04-18 |
0.760784 | 1.112868 | 3.756445 | 3.180405 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Bandundu | C1 | 49 | 1,970 | Yes | Urban area | null | 5 | Local infections | Yes | No | Yes | true | false | false | 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 | No | null | No change | 5 | false | false | true | 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 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Zambézia | A | 25 | 1,994 | Yes | Urban area | null | 4 | Local infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 4 | 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 | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 36+ | Limpopo | B | 36 | 1,983 | Yes | Rural area | Raising of corona virus statistics | 5 | Economic impact | Yes | No | Yes | true | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Some 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 | true | false | false | false | false | true | false | true | true | true | false | true | true | true | false | true | true | true | Friends/family | Consuming more | Got more time to rest, | HDX | 2026-04-18 |
0.921659 | 0.894454 | 0.979502 | 0.807483 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Narok | D | 27 | 1,992 | Yes | Urban area | Covid 19 outbreak that affect our nation | 1 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | No | null | Less often than usual | Bigger 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 | Consuming less | Self Quarantine | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Central | C1 | 24 | 1,995 | Yes | Urban area | Nothing | 3 | Local infections | No | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 3 | All are open | Yes | Supermarkets | Same as usual [no change] | Bigger packsize than usual | No | null | Increased | 4 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | Television and social media | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 36+ | Eastern Cape | A | 37 | 1,982 | Yes | Rural area | Having no transport to go to work | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | All are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | false | true | true | false | true | true | false | true | false | false | true | true | true | true | false | true | true | true | Friends/family | Consuming more | Prayer and hope is what helping me to stay positive | HDX | 2026-04-18 |
0.937967 | 0.886903 | 1.0025 | 0.833966 | 2020-04-02T00:00:00 | Benin | Male | 15-25 | Plateau | C2 | 23 | 1,996 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to doctor | 1 | Some are open | Yes | Other | Less often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 5 | false | false | false | false | true | true | 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 | 1.755676 | 0.379953 | 0.515115 | 2020-04-03T00:00:00 | Zambia | Male | 36+ | Lusaka | A | 37 | 1,982 | Yes | Urban area | Financial Problem | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Hypermarkets | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming more | Hope in the Lord Jesus Christ and trust in the people I work with. | HDX | 2026-04-18 |
1.104972 | 1.007519 | 1.549956 | 1.725535 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Montagnes | C1 | 24 | 1,995 | Yes | Rural area | null | 3 | Global infections | Yes | No | 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 | No change | 5 | false | false | false | false | true | true | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1.071705 | 0.8421 | 0.760517 | 0.686354 | 2020-04-03T00:00:00 | Benin | Female | 26-35 | Ouémé | C1 | 28 | 1,991 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 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 | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | true | true | false | true | true | true | Governments | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 36+ | Maputo City | B | 59 | 1,960 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | false | false | false | true | false | 1-2 times | No | Go to hospital | 5 | Some are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | true | false | false | false | false | false | true | false | true | true | false | false | true | true | true | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 15-25 | Inhambane | A | 19 | 2,000 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | No | false | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | true | false | true | true | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | Eastern Cape | B | 25 | 1,994 | Yes | Rural area | Corona virus | 5 | Global infections | Yes | Yes - tested positive | Yes | false | false | true | false | true | More than 5 times | Yes | Go to doctor | 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 | 3 | false | false | false | true | false | false | false | false | true | false | true | true | true | true | false | true | false | false | true | true | true | Governments | Consuming more | Stay at home, social distancing and hygiene | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.905484 | 0.860661 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Atlantique | C1 | 24 | 1,995 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Stay home | 5 | Most are closed | Yes | Discounters | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | true | false | false | false | true | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Media outlets | No change | null | 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 | C1 | 28 | 1,991 | Yes | Rural area | null | 5 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | true | false | false | false | false | true | false | false | false | false | false | false | true | 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 | Kigali | C1 | 27 | 1,992 | Yes | Urban area | null | 4 | Economic impact | No | No | Yes | true | true | true | false | true | More than 5 times | Yes | Stay home | 3 | Some are open | No | null | Less often than usual | Same as usual | No | null | Decreased | 5 | false | false | true | false | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | false | Media outlets | 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 | 3 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | 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 | Increased | 2 | false | false | false | false | true | false | 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 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Male | 26-35 | Northern Province | C1 | 29 | 1,990 | Yes | Urban area | null | 5 | Economic impact | No | No | Yes | true | true | true | false | true | 3-5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | true | false | false | false | false | false | true | false | true | true | true | true | true | false | true | true | false | true | true | true | Media outlets | Consuming more | 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 | 23 | 1,996 | Yes | Rural area | null | 4 | Global infections | Yes | No | Yes | true | false | true | false | true | 3-5 times | Yes | Go to hospital | 4 | Some are open | Yes | Wholesalers | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | No change | 3 | false | false | false | false | true | false | false | false | true | false | true | true | false | false | false | false | false | false | false | true | true | Friends/family | No change | 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 | A | 34 | 1,985 | Yes | Urban area | null | 1 | Travel restrictions | No | Yes - tested positive | Yes | false | false | true | false | false | 0 times | Yes | Stay home | 5 | Most are closed | Yes | Hypermarkets | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1.092896 | 0.991756 | 1.018187 | 1.103599 | 2020-04-03T00:00:00 | Kenya | Female | 36+ | Makueni | C1 | 36 | 1,983 | Yes | Rural area | Not be able to work because of pandemic | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 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 | 1 | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Staying home | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1.2 | 1.086733 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Kwara | C1 | 37 | 1,982 | Yes | Urban area | Financial challenge | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | 3-5 times | No | Go to hospital | 5 | Most are closed | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 2 | true | false | false | false | true | true | false | true | true | true | true | true | true | true | true | true | true | false | true | true | true | Health organizations | Consuming more | Reading, watching Television, Browsing the internet, social media | HDX | 2026-04-18 |
1.071705 | 1.305404 | 0.905484 | 1.266779 | 2020-04-08T00:00:00 | Benin | Female | 36+ | Atlantique | C1 | 43 | 1,976 | Yes | Urban area | null | 3 | Contracting the disease | No | Not sure | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 1 | Most are closed | Yes | Other | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | false | true | false | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 26-35 | Sofala | C1 | 27 | 1,992 | Yes | Rural area | null | 4 | Economic impact | Yes | No | Yes | false | false | false | false | true | 3-5 times | Yes | Go to hospital | 5 | All are open | No | null | 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 | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | 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 | No | Yes | true | false | true | false | true | More than 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 | true | true | false | true | true | false | false | true | true | true | true | true | true | true | true | true | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1 | 1.003756 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Niger | C1 | 25 | 1,994 | Yes | Urban area | Employment | 5 | Contracting the disease | No | No | Yes | true | false | true | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are closed | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | true | true | true | Media outlets | Consuming more | I not positive | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 15-25 | Nampula | C1 | 19 | 2,000 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | true | false | 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 | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1.41844 | 0.956959 | 1.185061 | 1.608589 | 2020-04-02T00:00:00 | Zambia | Female | 15-25 | Southern | C1 | 21 | 1,998 | Yes | Urban area | Water | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | No | 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 | No change | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | washing hands | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1.090909 | 1.162724 | 2020-04-06T00:00:00 | Nigeria | Female | 15-25 | Anambra | C2 | 17 | 2,002 | Yes | Urban area | Coronavirus | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 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 | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Health organizations | Consuming more | THE GOVERNMENT ARE TRYING THEIR BEST TO PROVIDE VACCINE FOR THE VICTIMS OF CORONA VIRUS AND ALSO ENSURING ADEQUATE QUARANTINE | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.670833 | 2.045812 | 2020-04-06T00:00:00 | Benin | Male | 36+ | Alibori | C1 | 64 | 1,955 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Stay home | 5 | All are open | No | null | Same as usual [no change] | Same as usual | No | null | No change | 1 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | 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 | 15-25 | Volta | C1 | 21 | 1,998 | Yes | Rural area | The coronavirus | 4 | Economic impact | Yes | Not sure | Yes | true | false | false | 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 | true | false | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | null | Consuming more | The word of God | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.113889 | 1.363874 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Cuoffo | C1 | 39 | 1,980 | Yes | Urban area | null | 5 | Other | Yes | No | Yes | false | false | false | true | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Other | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 5 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | true | false | Other | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-05T00:00:00 | Ghana | Male | 36+ | Eastern | C1 | 45 | 1,974 | Yes | Rural area | Financial | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Other | Less 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 | false | true | false | false | false | false | false | false | true | false | false | null | Consuming more | Wash my hands every 20munite | HDX | 2026-04-18 |
0.772201 | 1.755676 | 0.379953 | 0.515115 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Lusaka | B | 67 | 1,952 | Yes | Urban area | Coronavirus | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 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 | No change | 1 | false | false | true | false | false | false | true | false | false | false | false | true | false | false | false | false | false | false | false | false | true | null | No change | No hand shake, wearing,facemask, social distance | HDX | 2026-04-18 |
1.030303 | 0.933333 | 1 | 0.961616 | 2020-04-02T00:00:00 | Nigeria | Female | 36+ | Lagos | A | 39 | 1,980 | Yes | Urban area | Staying indoor from morning to night | 5 | Contracting the disease | No | No | 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 | No | null | Decreased | 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 | God has been my strength | 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 | B | 26 | 1,993 | Yes | Urban area | null | 3 | Contracting the disease | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 2 | All are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 2 | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | false | false | true | 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 | Kigali | B | 28 | 1,991 | Yes | Urban area | null | 4 | Contracting the disease | Yes | No | Yes | true | true | false | false | false | 3-5 times | Yes | Stay home | 4 | Most are open | Yes | Drugstores | 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 | true | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Mozambique | Female | 26-35 | Maputo | C1 | 26 | 1,993 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 5 | Most are closed | No | null | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | true | false | false | 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 | 2020-04-03T00:00:00 | Ghana | Male | 26-35 | Greater Accra | C1 | 27 | 1,992 | Yes | Urban area | The Covid 19 | 5 | Economic impact | Yes | No | Yes | true | true | true | false | true | More than 5 times | Yes | Go to hospital | 4 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | No change | 4 | false | false | true | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | Media outlets | No change | Hopefully that, the epidemic will stop | HDX | 2026-04-18 |
1.030303 | 0.933333 | 1 | 0.961616 | 2020-04-02T00:00:00 | Nigeria | Female | 36+ | Imo | D | 36 | 1,983 | Yes | Urban area | Food. | 5 | Economic impact | No | No | Yes | true | true | true | false | true | More than 5 times | Yes | Not sure | 5 | Most are closed | No | null | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | true | false | false | true | false | false | false | true | true | true | true | true | false | true | true | false | false | true | false | Media outlets | Consuming less | God,My children, hubby and my phone | HDX | 2026-04-18 |
0.760784 | 1.047883 | 1.628218 | 1.298037 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Kasai Oriental | C1 | 19 | 2,000 | Yes | Urban area | null | 5 | Other | No | Not sure | Yes | false | false | false | true | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Same as 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 | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 1.755676 | 2.468028 | 3.34599 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | North-Western | C1 | 39 | 1,980 | Yes | Rural area | Money | 1 | Global infections | Yes | No | Yes | false | false | true | false | false | 1-2 times | No | Go to hospital | 1 | Most are closed | Yes | Online | 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 | false | false | false | false | true | false | true | false | false | false | false | false | null | Consuming more | Sanitization.Social distance.Avoid travelling. | 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 | Contracting the disease | Yes | No | Yes | true | false | true | false | false | 1-2 times | Yes | Go to doctor | 4 | Some are open | Yes | Wholesalers | Less often than usual | Same as usual | Yes | Purchase your usual brand | No change | 2 | false | false | true | false | false | false | false | false | false | true | true | true | false | false | false | true | false | false | false | true | true | Other | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.956959 | 2.59881 | 1.920429 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Northern | D | 19 | 2,000 | Yes | Rural area | Financial support | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 2 | Some are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 5 | false | false | false | false | true | false | false | true | false | true | true | true | true | true | false | true | false | false | false | false | false | null | No change | Family | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1.111111 | 1.115284 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Adamawa | D | 20 | 1,999 | Yes | Urban area | Hot weather | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 1 | Some are open | No | null | More often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Health organizations | Consuming more | Care for my self | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.875624 | 0.647055 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Central | B | 20 | 1,999 | Yes | Urban area | Corona virus | 2 | Economic impact | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are closed | Yes | Online | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | true | false | false | false | false | true | false | true | false | false | false | false | false | false | false | false | true | false | Governments | Consuming more | Staying home with family | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.379953 | 0.280772 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Lusaka | B | 19 | 2,000 | Yes | Urban area | Water outage | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 3 | All are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 2 | false | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | null | Consuming more | Memes | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Male | 36+ | Inhambane | C1 | 37 | 1,982 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Not sure | Yes | false | true | false | false | false | 3-5 times | Yes | Stay home | 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 | 5 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | true | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Male | 26-35 | Kigali | C1 | 31 | 1,988 | Yes | Urban area | null | 4 | Contracting the disease | Yes | No | Yes | false | false | false | false | true | 1-2 times | Yes | Go to doctor | 4 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 4 | false | false | false | false | true | false | false | false | true | false | false | false | false | true | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Female | 15-25 | Northern | C1 | 23 | 1,996 | Yes | Rural area | Good and portable drinking water and public toilet | 3 | Local infections | Yes | No | Yes | true | false | false | false | false | 1-2 times | No | Go to hospital | 2 | All are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | Family | 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 | C1 | 22 | 1,997 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Not sure | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 5 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 0.894454 | 0.945516 | 0.924284 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Bomet | C1 | 31 | 1,988 | Yes | Urban area | Corrupt government and unemployment | 5 | Economic impact | Yes | No | Yes | true | true | true | false | false | 3-5 times | No | Go to hospital | 5 | Most are closed | Yes | Wholesalers | 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 | true | false | false | false | false | true | false | false | false | false | true | null | Consuming more | God | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Eastern Province | C1 | 25 | 1,994 | Yes | Urban area | null | 5 | Economic impact | Yes | No | Yes | false | false | false | false | true | 3-5 times | Yes | Stay home | 5 | Most are closed | Yes | Hypermarkets | Less often than usual | Smaller packsize than usual | No | null | Decreased | 5 | false | true | false | false | false | true | false | false | false | true | true | true | true | true | true | true | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
1.41844 | 0.68671 | 0.379953 | 0.370096 | 2020-04-03T00:00:00 | Zambia | Female | 26-35 | Lusaka | B | 35 | 1,984 | Yes | Urban area | Finaces | 2 | Economic impact | Yes | No | Yes | false | false | true | false | false | 3-5 times | No | Go to doctor | 3 | Most are open | No | null | 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 | true | true | true | true | true | true | false | false | false | false | false | false | null | Consuming more | Bible | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1 | 1.065831 | 2020-04-02T00:00:00 | Nigeria | Female | 15-25 | Taraba | B | 24 | 1,995 | Yes | Urban area | Sitting at home is so boring and frustrating | 5 | Economic impact | Yes | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Online | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | false | false | false | false | false | true | true | true | Health organizations | Consuming less | Because I know my God will fight this coronavirus,and I love doing makeup, watching my kids hands, cleaning my house | 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 | C1 | 41 | 1,978 | Yes | Urban area | null | 1 | Global infections | No | No | Yes | false | false | true | false | false | 1-2 times | Yes | Stay home | 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 | true | false | false | false | false | true | false | false | false | false | true | false | false | false | 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 | Kigali | C2 | 25 | 1,994 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | false | false | true | More than 5 times | No | Go to doctor | 5 | Some are open | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 36+ | Free State | B | 49 | 1,970 | Yes | Rural area | keeping my family safe and money | 5 | Contracting the disease | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 4 | Most are open | Yes | Supermarkets | 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 | false | false | false | false | false | false | true | null | Consuming more | tv,movies,news and my family being together and safe | HDX | 2026-04-18 |
1.458647 | 0.826885 | 0.50585 | 0.610122 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Female | 26-35 | Katanga | C1 | 27 | 1,992 | Yes | Urban area | null | 1 | Global infections | No | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 1 | All are open | Yes | Supermarkets | More often than usual | Same as usual | No | null | No change | 5 | false | false | false | true | 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 |
1.071705 | 0.886903 | 1.0025 | 0.952875 | 2020-04-03T00:00:00 | Benin | Female | 15-25 | Plateau | C1 | 25 | 1,994 | Yes | Rural area | null | 2 | Global infections | No | No | Yes | false | true | false | false | false | More than 5 times | No | Go to doctor | 5 | Most are closed | Yes | Hypermarkets | Less often than usual | Same as usual | No | null | No change | 5 | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Other | 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 | B | 19 | 2,000 | Yes | Urban area | Water heater | 4 | Local infections | Yes | No | Yes | false | false | true | false | false | 0 times | Yes | Stay home | 4 | Some are open | No | null | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Staying home, having enough food | HDX | 2026-04-18 |
0.937967 | 1.305404 | 0.760517 | 0.931197 | 2020-04-02T00:00:00 | Benin | Male | 36+ | Ouémé | C1 | 37 | 1,982 | Yes | Urban area | null | 5 | Local infections | No | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 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 | 3 | false | false | true | 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 |
0.913242 | 1.636364 | 0.965845 | 1.443355 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Lagunes | A | 40 | 1,979 | Yes | Urban area | null | 5 | Local infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | All are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 1 | false | false | false | false | true | true | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.41844 | 0.68671 | 2.211732 | 2.154352 | 2020-04-02T00:00:00 | Zambia | Female | 26-35 | Eastern | C1 | 30 | 1,989 | Yes | Rural area | My biggest challenge is to make children understand stay at home. | 5 | Travel restrictions | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | Yes | Wholesalers | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | No change | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming less | Help | HDX | 2026-04-18 |
0.913242 | 0.619048 | 0.72855 | 0.411879 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Abidjan | C1 | 26 | 1,993 | Yes | Rural area | null | 5 | Economic impact | No | No | Yes | true | true | true | true | false | 3-5 times | Yes | Go to hospital | 5 | Most are open | Yes | Discounters | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | No change | 5 | false | false | false | false | true | true | false | false | false | false | true | true | false | false | true | true | true | false | false | true | true | Media outlets | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 36+ | Western Cape | A | 36 | 1,983 | Yes | Urban area | My biggest challenge today is to fight with covid19 apidemic | 4 | Global infections | Yes | No | Yes | true | true | true | false | false | 3-5 times | Yes | Go to hospital | 4 | 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 | false | false | false | true | false | true | false | true | true | true | true | true | true | true | false | true | true | false | true | true | true | Health organizations | Consuming more | I am not panicking staying home and wash my hands | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | South Africa | Male | 36+ | Eastern Cape | A | 58 | 1,961 | Yes | Urban area | People in our town nnt compling to the rules about this virus some are arrested in possesion of alchol | 5 | Contracting the disease | No | Not sure | Yes | false | true | false | false | false | 1-2 times | Yes | Not sure | 1 | Some are open | No | null | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 5 | false | false | true | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | I am staying in doors most of the as instructed by government washing our has regulary sanitising our hands even locking the gate for kids to be inside yard | 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 | B | 22 | 1,997 | Yes | Urban area | null | 1 | Economic impact | No | Yes - tested negative | Yes | true | false | false | false | false | More than 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 | 5 | false | false | false | false | true | 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 | 0.991756 | 1.03298 | 1.119633 | 2020-04-02T00:00:00 | Kenya | Female | 36+ | Nyamira | C1 | 38 | 1,981 | Yes | Rural area | Getting the daily bread,the economic crisis is high | 5 | Economic impact | No | No | Yes | true | false | true | false | true | More than 5 times | Yes | 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 | 1 | true | false | false | false | true | true | false | false | true | true | true | true | true | true | true | true | true | false | true | true | true | Media outlets | Consuming more | Hope in God that all will go on well | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Mozambique | Male | 36+ | Nampula | C1 | 49 | 1,970 | Yes | Urban area | null | 5 | Global infections | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | All 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 | true | true | true | true | true | true | true | true | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.913242 | 1.007519 | 1.549956 | 1.426127 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Montagnes | C1 | 19 | 2,000 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are open | Yes | Supermarkets | More often than usual | Smaller 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 | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 0.894454 | 1.029298 | 1.006185 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Uasin Gishu | C1 | 29 | 1,990 | Yes | Urban area | Corona virus | 5 | Local infections | Yes | No | Yes | true | true | false | false | false | More than 5 times | No | Go to doctor | 5 | Some are open | Yes | Supermarkets | Same as usual [no change] | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | true | true | true | false | false | false | true | true | true | true | true | false | true | false | false | true | true | false | Media outlets | Consuming more | that other people are recovering | HDX | 2026-04-18 |
0.760784 | 0.826885 | 2.670809 | 1.680156 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Equateur | C2 | 28 | 1,991 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 1 | Most are closed | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Southern Province | C1 | 39 | 1,980 | Yes | Urban area | null | 4 | Economic impact | No | No | No | false | false | false | false | false | 3-5 times | No | Go to doctor | 3 | Some are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | true | false | false | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
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