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 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 15-25 | Western | C1 | 25 | 1,994 | Yes | Urban area | Access to transport | 5 | Global infections | No | Not sure | Yes | false | false | true | false | false | 3-5 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 | Decreased | 5 | false | false | true | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | No change | Family | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Mono | B | 37 | 1,982 | Yes | Rural area | null | 5 | Travel restrictions | No | No | Yes | false | false | true | false | false | 3-5 times | No | Go to doctor | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | No | null | No change | 1 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Governments | Consuming more | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 1.628218 | 1.024282 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Kasai Oriental | C1 | 27 | 1,992 | Yes | Rural area | null | 5 | Global infections | Yes | Yes - tested positive | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | All are open | Yes | Supermarkets | Same as usual [no change] | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.458647 | 0.826885 | 0.50585 | 0.610122 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 26-35 | Katanga | C1 | 34 | 1,985 | Yes | Urban area | null | 1 | Local infections | Yes | No | Yes | false | false | false | false | true | 1-2 times | Yes | Go to hospital | 1 | All are open | Yes | Other | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | true | false | false | true | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.41844 | 0.956959 | 0.379953 | 0.515744 | 2020-04-02T00:00:00 | Zambia | Female | 15-25 | Lusaka | C1 | 23 | 1,996 | Yes | Urban area | Food | 4 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 3 | 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 | false | true | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Sanitising | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | Western Cape | A | 19 | 2,000 | Yes | Urban area | Lines in shops | 5 | Economic impact | Yes | No | Yes | true | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Same as usual | No | null | Decreased | 2 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | true | false | false | false | true | true | false | Media outlets | Consuming more | Tv | HDX | 2026-04-18 |
0.760784 | 1.112868 | 1.628218 | 1.378535 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Kasai Oriental | C2 | 67 | 1,952 | Yes | Urban area | null | 1 | Economic impact | No | No | Yes | true | false | false | false | false | 0 times | Yes | Go to doctor | 5 | All are open | No | null | Same as usual [no change] | Smaller packsize than usual | Yes | Purchase your usual brand | Increased | 5 | false | false | true | false | 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 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 15-25 | KwaZulu-Natal | A | 21 | 1,998 | Yes | Urban area | Having to stay home during this disease with a kid | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | 3-5 times | Yes | Go to doctor | 5 | Some 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 | false | true | false | false | true | true | true | false | true | true | false | true | true | true | Media outlets | Consuming more | People praying and sending out love and support | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Mono | C1 | 41 | 1,978 | Yes | Urban area | null | 4 | Contracting the disease | Yes | No | Yes | true | true | false | true | false | 1-2 times | No | Stay home | 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 | true | true | true | false | true | true | true | Governments | Consuming more | null | HDX | 2026-04-18 |
0.921659 | 0.894454 | 1.026464 | 0.846198 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Nyeri | B | 28 | 1,991 | Yes | Urban area | Electricity blackout | 4 | Local infections | Yes | Yes - tested negative | Yes | true | false | true | false | true | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | true | false | false | false | false | true | false | true | true | true | false | false | true | false | false | true | true | true | Media outlets | Consuming more | Social distance, being more hygienic, washing hands regularly, putting protective gears | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Tete | B | 23 | 1,996 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | 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 |
1.030303 | 0.933333 | 1 | 0.961616 | 2020-04-02T00:00:00 | Nigeria | Female | 36+ | Edo | B | 44 | 1,975 | Yes | Urban area | Keeping me and my family safe from Corona virus | 5 | Contracting the disease | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | 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 | Staying with my family and keeping them safe | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Western Province | E | 25 | 1,994 | Yes | Rural area | null | 1 | Economic impact | No | No | Yes | true | false | false | false | false | 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 | 5 | false | false | false | false | true | false | false | false | true | false | false | true | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.956959 | 1.057143 | 0.781191 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Copperbelt | B | 20 | 1,999 | Yes | Rural area | Transport | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 3 | Most are closed | Yes | Supermarkets | 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 more | I have food to use, i have a laptop to keep me company and i have a phone 2 communicate with outsiders | 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 | 39 | 1,980 | Yes | Urban area | null | 1 | Economic impact | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 3 | Most 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 | true | false | false | false | true | false | false | false | false | false | true | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.092896 | 1.090933 | 1.017545 | 1.213195 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Bungoma | B | 25 | 1,994 | Yes | Urban area | Employment | 2 | Economic impact | No | No | Yes | true | false | false | false | true | 3-5 times | Yes | Go to hospital | 1 | Some are open | Yes | Wholesalers | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | true | true | false | false | true | true | Governments | Consuming less | Sanitize | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Western Province | C2 | 26 | 1,993 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to doctor | 5 | All are closed | Yes | Wholesalers | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | false | true | 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 | 2020-04-03T00:00:00 | South Africa | Female | 15-25 | Gauteng | B | 23 | 1,996 | Yes | Rural area | Water all over the floor inside the house | 5 | Contracting the disease | Yes | Not sure | Yes | true | true | true | false | true | 3-5 times | Yes | Go to doctor | 5 | All are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | true | true | false | true | false | true | false | false | true | true | true | true | true | true | false | true | false | false | true | true | true | Health organizations | Consuming less | My family | 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 | Rural area | null | 5 | Local infections | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | All 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 | true | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
0.760784 | 1.047883 | 0.514948 | 0.410523 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Nord-Kivu | D | 20 | 1,999 | Yes | Rural area | null | 1 | Local infections | No | No | No | false | false | false | false | false | More than 5 times | No | Go to hospital | 5 | Most are closed | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | 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 | No change | null | 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 | 20 | 1,999 | Yes | Urban area | null | 5 | Other | No | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Stay home | 1 | Most are open | No | null | Same as usual [no change] | Same as usual | No | null | Increased | 1 | false | false | false | false | true | true | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.921659 | 0.991756 | 1.06959 | 0.97767 | 2020-04-03T00:00:00 | Kenya | Male | 36+ | Embu | C1 | 40 | 1,979 | Yes | Rural area | money for food shopping | 5 | Economic impact | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Same as usual | 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 | true | false | false | null | Consuming more | my faith in God and not concentrating on negative news | HDX | 2026-04-18 |
0.913242 | 1.007519 | 1.01292 | 0.931996 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Savanes | C1 | 24 | 1,995 | Yes | Urban area | null | 5 | Global infections | Yes | Not sure | Yes | true | true | false | true | true | 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 | 3 | true | false | true | false | true | false | false | false | true | false | true | false | false | false | false | false | true | true | true | true | true | Media outlets | Consuming more | null | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-06T00:00:00 | Nigeria | Male | 36+ | Enugu | C2 | 40 | 1,979 | Yes | Urban area | Power outage, high cost of living due to Corona pandemic | 5 | Global infections | Yes | No | Yes | true | false | true | true | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 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 | Family, media, | HDX | 2026-04-18 |
0.921659 | 0.991756 | 1.012019 | 0.925046 | 2020-04-03T00:00:00 | Kenya | Male | 36+ | Kakamega | C1 | 37 | 1,982 | Yes | Rural area | Financial | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | 1-2 times | No | Go to hospital | 2 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | true | true | false | false | true | true | true | Health organizations | Consuming more | am following measures given to avoid contracting the virus. | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Brong Ahafo | C1 | 24 | 1,995 | Yes | Urban area | The ignorance of Ghanaians | 5 | Local infections | Yes | No | Yes | true | true | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | 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 | true | false | true | false | false | false | false | true | true | true | true | true | false | true | true | false | true | false | true | null | No change | Hope in God | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-05T00:00:00 | Ghana | Female | 15-25 | Volta | C1 | 23 | 1,996 | Yes | Rural area | Work | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | true | false | Media outlets | Consuming more | Internet and tv | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.514948 | 0.323944 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Nord-Kivu | B | 30 | 1,989 | Yes | Urban area | null | 1 | Global infections | No | Not sure | Yes | false | false | true | false | false | 3-5 times | No | Go to hospital | 1 | Most are open | No | null | Less often than usual | Smaller packsize than 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 less | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Male | 26-35 | Kigali | C1 | 33 | 1,986 | Yes | Urban area | null | 5 | Local infections | No | No | Yes | true | true | true | false | true | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | No | null | Decreased | 5 | true | true | false | true | true | true | false | true | true | true | true | true | true | true | false | true | false | false | true | true | false | Health organizations | No change | null | HDX | 2026-04-18 |
0.913242 | 1.007519 | 1.01292 | 0.931996 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Savanes | B | 21 | 1,998 | Yes | Urban area | null | 5 | Global infections | No | Yes - tested negative | Yes | false | false | false | true | false | 3-5 times | No | Go to doctor | 5 | Most are open | Yes | Supermarkets | More often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | true | false | false | false | false | false | true | false | true | true | true | false | false | false | true | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.979502 | 0.984858 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Narok | E | 24 | 1,995 | Yes | Rural area | Materials to prevent myself and my family from Covid-19 | 5 | Local infections | Yes | No | No | false | false | false | false | false | 1-2 times | No | Go to hospital | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | No change | My family | HDX | 2026-04-18 |
1.458647 | 1.112868 | 0.50585 | 0.821136 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 36+ | Katanga | B | 39 | 1,980 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Wholesalers | More often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 26-35 | Central | B | 34 | 1,985 | Yes | Urban area | Lockdown | 5 | Local infections | Yes | No | Yes | false | false | false | true | false | 3-5 times | No | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 4 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | true | true | false | true | true | true | true | Governments | Consuming more | Relaxing | 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 | 4 | Contracting the disease | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Stay home | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | 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 |
0.760784 | 1.112868 | 3.756445 | 3.180405 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Bandundu | D | 43 | 1,976 | Yes | Urban area | null | 3 | Global infections | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 3 | Some are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 36+ | Central | C1 | 41 | 1,978 | Yes | Rural area | Going out | 5 | Local infections | No | No | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 4 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Education of the disease | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 26-35 | KwaZulu-Natal | A | 31 | 1,988 | Yes | Rural area | Health | 5 | Local infections | Yes | Yes - tested positive | Yes | true | true | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | No change | 4 | true | true | false | true | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Health more emphasized | HDX | 2026-04-18 |
1.030303 | 1.034483 | 0.631579 | 0.673156 | 2020-04-03T00:00:00 | Nigeria | Female | 15-25 | Borno | D | 25 | 1,994 | Yes | Urban area | Covid 19 | 1 | Travel restrictions | No | No | Yes | true | false | false | false | false | 1-2 times | No | 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 | Decreased | 5 | false | false | true | false | false | false | true | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Health organizations | Consuming less | Watching | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Kigali | B | 51 | 1,968 | Yes | Urban area | null | 5 | Economic impact | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are closed | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Zambézia | B | 37 | 1,982 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | 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 | true | false | false | false | false | false | true | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.921659 | 0.991756 | 1.06959 | 0.97767 | 2020-04-03T00:00:00 | Kenya | Male | 36+ | Embu | C1 | 39 | 1,980 | Yes | Urban area | Source of income | 4 | Economic impact | Yes | No | Yes | false | false | true | false | false | 3-5 times | No | Go to hospital | 4 | Most are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Increased | 1 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | null | Consuming more | Government commitment and public participation | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-05T00:00:00 | Benin | Male | 36+ | Zou | C1 | 51 | 1,968 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | false | false | true | 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 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
0.937967 | 0.886903 | 1.670833 | 1.389943 | 2020-04-03T00:00:00 | Benin | Male | 15-25 | Alibori | A | 24 | 1,995 | Yes | Urban area | null | 1 | Travel restrictions | No | No | Yes | true | false | false | false | false | 3-5 times | No | Go to doctor | 5 | All are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | No | null | Increased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.113889 | 0.879818 | 2020-04-08T00:00:00 | Benin | Male | 26-35 | Cuoffo | C2 | 26 | 1,993 | Yes | Rural area | null | 5 | Economic impact | No | No | No | false | false | false | false | false | 3-5 times | Yes | Go to doctor | 2 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | No | null | Decreased | 1 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 26-35 | Maputo City | A | 30 | 1,989 | Yes | Urban area | null | 2 | Local infections | Yes | No | Yes | false | true | true | false | false | 1-2 times | Yes | Go to hospital | 4 | Some are open | No | null | 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 | true | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Southern Province | C1 | 21 | 1,998 | Yes | Urban area | null | 3 | Global infections | No | No | Yes | false | false | false | false | true | 3-5 times | Yes | Stay home | 4 | Most are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 1.755676 | 1.185061 | 1.606628 | 2020-04-03T00:00:00 | Zambia | Male | 36+ | Southern | B | 45 | 1,974 | Yes | Urban area | Being quarantined no money | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | All are open | Yes | Other | Less often than usual | Smaller 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 | false | false | false | false | false | true | false | Media outlets | Consuming more | Keeping my self and the family clean | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Western Province | C1 | 28 | 1,991 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | true | true | true | true | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | true | true | true | true | false | false | true | true | false | false | false | true | true | true | true | true | true | true | true | false | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Mozambique | Female | 15-25 | Zambézia | C1 | 21 | 1,998 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | false | true | false | More than 5 times | No | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | true | true | true | Other | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 36+ | Mpumalanga | A | 41 | 1,978 | Yes | Urban area | I needed a few essentials but the shops are standing long ques, so i went to a garage and got some of the things i needed and paid garage prices | 5 | Contracting the disease | Yes | No | Yes | true | true | true | false | true | More than 5 times | Yes | Not sure | 5 | Most are open | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | true | false | true | false | false | false | false | false | false | true | true | false | false | false | false | false | false | false | true | true | Governments | No change | My kids are at home with me | HDX | 2026-04-18 |
1.104972 | 0.619048 | 0.72855 | 0.498351 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Abidjan | B | 29 | 1,990 | Yes | Urban area | null | 4 | 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 | Increased | 1 | false | false | false | true | 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 |
0.921659 | 0.991756 | 1.003661 | 0.917407 | 2020-04-02T00:00:00 | Kenya | Male | 36+ | Meru | C1 | 42 | 1,977 | Yes | Rural area | Money | 5 | Contracting the disease | Yes | No | Yes | true | true | true | 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 | 1 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | Media outlets | Consuming more | Government concerned, ministry of health measure and briefings,social network, general public concerned about the government advise | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 36+ | Central | A | 38 | 1,981 | Yes | Urban area | Money | 5 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | Yes | Supermarkets | Same as usual [no change] | Bigger packsize than usual | No | null | Decreased | 4 | false | false | true | false | false | true | false | false | false | true | false | false | false | false | true | false | false | false | false | false | false | null | Consuming more | Watching TV | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Sofala | C1 | 40 | 1,979 | Yes | Urban area | null | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | false | false | 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 | 1 | false | false | false | false | true | false | true | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 36+ | North West | A | 44 | 1,975 | Yes | Urban area | not working | 5 | Global infections | Yes | No | Yes | true | true | false | false | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | true | true | false | false | false | true | true | true | true | true | true | true | false | false | true | true | true | Health organizations | Consuming more | Bye staying home | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Female | 26-35 | Ashanti | C1 | 28 | 1,991 | Yes | Urban area | getting foodstuffs to buy | 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 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | my husband company | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.539725 | 0.824966 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Kinshasa | C1 | 20 | 1,999 | Yes | Urban area | null | 1 | Travel restrictions | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | Stay home | 3 | Most are open | Yes | Discounters | 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 | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.772201 | 1.755676 | 0.875624 | 1.187113 | 2020-04-02T00:00:00 | Zambia | Male | 36+ | Central | B | 37 | 1,982 | Yes | Rural area | Clean water | 5 | Economic impact | Yes | Not sure | Yes | false | false | true | 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 | 1 | 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 TV and stay home with family | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.875624 | 0.647055 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Central | C1 | 21 | 1,998 | Yes | Urban area | Poor economy | 5 | Economic impact | Yes | Yes - tested negative | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 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 | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | Only staying home spending much of the time on social media and studies although the economy is much better am failing to buy enough data | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1.066667 | 1.070673 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Katsina | D | 22 | 1,997 | Yes | Rural area | Lack of infrastructures | 5 | Economic impact | Yes | Yes - tested negative | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | false | true | true | false | false | true | true | false | Health organizations | Consuming more | Not affected with virus | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 26-35 | Maputo | B | 26 | 1,993 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | 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 | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.110304 | 1.659235 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Lacs | C1 | 38 | 1,981 | Yes | Urban area | null | 1 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 1 | Most are open | Yes | Supermarkets | 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 | false | true | false | false | false | true | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 1.0025 | 0.952875 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Zou | C1 | 21 | 1,998 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | true | false | true | false | false | 3-5 times | Yes | Stay home | 5 | Some are open | No | null | More 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 | true | true | true | true | true | true | false | true | true | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Northern Province | C2 | 28 | 1,991 | Yes | Rural area | null | 4 | Local infections | No | No | Yes | true | true | true | false | true | 3-5 times | Yes | Stay home | 4 | 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 | true | false | true | false | true | true | false | true | true | true | true | true | true | true | true | true | true | false | true | true | false | Governments | Consuming more | null | HDX | 2026-04-18 |
0.921659 | 0.894454 | 1.012019 | 0.834289 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Kakamega | A | 29 | 1,990 | Yes | Urban area | Staying in house | 5 | Contracting the disease | Yes | No | Yes | false | false | false | false | true | More than 5 times | Yes | 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 | 3 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Staying at home watching tv | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 36+ | Nampula | C1 | 42 | 1,977 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 0 times | Yes | Go to hospital | 5 | Most are open | No | null | Less often than usual | Bigger packsize than 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 | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-05T00:00:00 | Ghana | Female | 15-25 | Brong Ahafo | C1 | 22 | 1,997 | Yes | Urban area | Transportation | 5 | Contracting the disease | No | Not sure | Yes | false | false | false | false | true | More than 5 times | No | Go to hospital | 5 | All are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | true | false | false | true | false | false | true | true | true | true | true | true | false | true | true | false | true | true | true | Friends/family | Consuming more | Most of the cases are foreign cases | HDX | 2026-04-18 |
0.913242 | 1.636364 | 0.72855 | 1.088743 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Abidjan | B | 37 | 1,982 | Yes | Urban area | null | 5 | Global infections | No | Not sure | Yes | false | false | true | false | false | 1-2 times | Yes | Go to hospital | 4 | All are open | Yes | Supermarkets | Less often than usual | Smaller 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 | true | false | false | false | false | true | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 26-35 | Tete | B | 28 | 1,991 | Yes | Rural area | null | 5 | Travel restrictions | Yes | No | Yes | false | false | false | false | true | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | false | false | true | false | false | true | false | false | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.379953 | 0.201481 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Lusaka | B | 27 | 1,992 | Yes | Urban area | Corona death | 5 | Economic impact | Yes | No | Yes | false | true | true | false | true | More than 5 times | Yes | Go to hospital | 5 | 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 | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Prayers and watching tv | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 36+ | KwaZulu-Natal | B | 36 | 1,983 | Yes | Rural area | Stay at home | 5 | Travel restrictions | Yes | No | Yes | true | false | true | false | true | 1-2 times | Yes | Go to hospital | 5 | Most are closed | Yes | Online | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | true | false | true | false | false | false | true | true | true | true | false | false | false | true | false | true | true | true | Friends/family | Consuming more | To stay at home and use protective gears | HDX | 2026-04-18 |
1.458647 | 1.112868 | 0.221914 | 0.360229 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Female | 36+ | Sud-Kivu | C1 | 36 | 1,983 | Yes | Urban area | null | 3 | Other | Yes | Not sure | Yes | false | false | true | false | false | 3-5 times | No | Go to hospital | 4 | All are open | Yes | Other | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 3 | false | false | true | false | false | false | true | false | false | false | false | true | false | false | false | false | false | false | false | true | false | Health organizations | No change | null | HDX | 2026-04-18 |
0.970297 | 0.933333 | 1 | 0.905611 | 2020-04-02T00:00:00 | Nigeria | Male | 36+ | Rivers | B | 37 | 1,982 | Yes | Urban area | The lockdown | 5 | Global infections | No | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | 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 | 3 | false | false | false | false | true | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | null | Consuming less | electricity and social media | HDX | 2026-04-18 |
1.071705 | 0.886903 | 1.415294 | 1.345235 | 2020-04-03T00:00:00 | Benin | Female | 15-25 | Borgou | C1 | 22 | 1,997 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | false | true | false | false | false | 0 times | Yes | Go to doctor | 5 | All are closed | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Increased | 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 |
1.104972 | 1.007519 | 1.01292 | 1.127664 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Savanes | C2 | 21 | 1,998 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Bigger 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 | false | true | false | Friends/family | Consuming less | 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 | C1 | 33 | 1,986 | Yes | Urban area | null | 5 | Economic impact | 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 | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.921659 | 1.090933 | 1.160044 | 1.166387 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Samburu | C1 | 21 | 1,998 | Yes | Urban area | Lack Of Money To Quarantine Myself During This Season Of Corona Virus | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | 0 times | No | Go to doctor | 5 | All are open | No | null | Same as usual [no change] | Same as usual | No | null | Decreased | 3 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | nothing is making me happy apart from my girlfriend | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Mozambique | Male | 15-25 | Sofala | C1 | 22 | 1,997 | Yes | Urban area | null | 5 | Global infections | 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 | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | true | false | false | false | true | true | true | true | 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 | B | 23 | 1,996 | Yes | Urban area | Power cut | 5 | Economic impact | Yes | No | Yes | false | false | false | false | true | 3-5 times | Yes | Go to hospital | 4 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Governments | Consuming more | Reading books Watching series Watching TV | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.514948 | 0.787094 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Nord-Kivu | C2 | 24 | 1,995 | Yes | Rural area | null | 3 | Economic impact | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | 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 | 4 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Northern | C1 | 20 | 1,999 | Yes | Rural area | Accessibility to good network | 5 | Local infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | 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 | 4 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | false | false | false | true | true | false | Media outlets | No change | The safety measures the government has taken and also the fact that the recovering rate of the coronavirus is high as compared to the death rate | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 26-35 | Sofala | C1 | 29 | 1,990 | Yes | Urban area | null | 5 | Global infections | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | 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 | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.379953 | 0.280772 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Lusaka | B | 23 | 1,996 | Yes | Urban area | Loadshedding | 5 | Economic impact | No | Not sure | Yes | false | true | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Some are open | Yes | Wholesalers | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | Watching movies and seeing people adhering to the recommended health precautions | 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 | 25 | 1,994 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 0 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 | No change | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | No change | 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 | 22 | 1,997 | Yes | Urban area | null | 5 | Global infections | No | Not sure | Yes | false | false | 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 | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 1.628218 | 1.024282 | 2020-04-08T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Kasai Oriental | C2 | 29 | 1,990 | Yes | Urban area | null | 5 | Other | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are closed | Yes | Other | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.875624 | 0.464324 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Central | C1 | 27 | 1,992 | Yes | Rural area | Getting a job | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 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 | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | radio and tv | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 36+ | Central | C1 | 63 | 1,956 | Yes | Urban area | Selling | 5 | Economic impact | Yes | Yes - tested negative | Yes | false | false | true | true | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | No | null | Same as usual [no change] | Bigger packsize than usual | No | null | No change | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | true | false | false | true | true | true | Governments | Consuming more | The government and God | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Rivers | C1 | 30 | 1,989 | Yes | Urban area | Food | 5 | Economic impact | No | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 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 | Increased | 1 | true | true | true | true | false | true | false | false | false | false | false | true | false | false | true | false | false | true | false | false | false | null | Consuming more | Social media | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.760517 | 0.72287 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Ouémé | B | 23 | 1,996 | Yes | Urban area | null | 5 | Economic impact | Yes | Yes - tested negative | Yes | false | true | false | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | true | false | true | false | false | false | false | false | false | false | false | true | false | Governments | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 26-35 | Nampula | C2 | 26 | 1,993 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | false | false | true | false | false | 1-2 times | Yes | Go to hospital | 5 | Some 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 | true | false | false | false | false | true | true | false | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1.142857 | 1.230213 | 2020-04-06T00:00:00 | Nigeria | Female | 26-35 | Abia | B | 31 | 1,988 | Yes | Rural area | The biggest challenge I have is that I don't have food to eat | 5 | Global infections | Yes | Not sure | Yes | true | false | false | 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 | Increased | 5 | true | false | false | false | false | false | true | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Stay positive | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 36+ | KwaZulu-Natal | B | 36 | 1,983 | Yes | Urban area | Staying indoors while there's no income | 5 | Other | Yes | No | Yes | true | false | true | false | false | More than 5 times | Yes | Go to doctor | 4 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | true | false | false | false | true | false | false | false | false | false | true | false | false | true | false | true | false | false | false | true | false | Friends/family | Consuming more | Hope,faith in God and following instructions and calling family and friends | HDX | 2026-04-18 |
0.913242 | 1.007519 | 1.180115 | 1.085833 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 15-25 | Goh-Djiboua | C1 | 24 | 1,995 | Yes | Rural area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 1-2 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | false | false | true | false | false | false | false | true | true | false | true | true | true | Media outlets | 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 | C1 | 34 | 1,985 | Yes | Urban area | Accommodation | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Stay home | 5 | All are closed | 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 | false | false | false | false | false | true | false | Media outlets | Consuming more | Hope | HDX | 2026-04-18 |
1.104972 | 0.619048 | 1.110304 | 0.759482 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Lacs | B | 33 | 1,986 | Yes | Urban area | null | 5 | Economic impact | No | No | Yes | false | false | true | false | false | 1-2 times | No | Go to hospital | 5 | Some are open | No | null | More often than usual | Bigger packsize than usual | No | null | 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 | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 2.042612 | 1.284969 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Maniema | C1 | 29 | 1,990 | Yes | Urban area | null | 3 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | false | false | true | true | false | false | 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 | South Africa | Female | 15-25 | Eastern Cape | B | 25 | 1,994 | Yes | Rural area | Corona virus | 5 | Global infections | Yes | No | Yes | false | true | false | false | false | More than 5 times | Yes | Stay home | 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 | true | false | false | false | false | false | false | false | false | true | false | false | false | false | false | true | false | false | null | Consuming more | Gorvement's response | HDX | 2026-04-18 |
1.092896 | 0.991756 | 0.77413 | 0.839069 | 2020-04-02T00:00:00 | Kenya | Female | 36+ | Nairobi | C1 | 40 | 1,979 | Yes | Urban area | Corona!! | 5 | Local infections | Yes | No | Yes | true | false | true | false | false | More than 5 times | No | Go to hospital | 5 | All are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | true | Media outlets | Consuming more | The fact that I can still be cured even after being infected with Covid-19,its not a death sentence | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.0025 | 0.791837 | 2020-04-02T00:00:00 | Benin | Male | 26-35 | Mono | C1 | 26 | 1,993 | Yes | Urban area | null | 3 | Local infections | No | No | Yes | true | true | true | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | Yes | Wholesalers | More often than usual | Bigger packsize than usual | No | null | Decreased | 3 | false | false | false | false | true | true | false | true | false | true | true | true | true | false | false | true | true | false | true | true | false | Governments | Consuming more | null | HDX | 2026-04-18 |
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