gender_weights float64 0.76 1.46 | age_group_weights float64 0.62 1.85 | adm1_weights float64 0.22 3.79 | total_weights float64 0.14 6.47 | survey_date timestamp[ns]date 2020-04-02 00:00:00 2020-04-08 00:00:00 | country stringclasses 10
values | gender stringclasses 2
values | age_group stringclasses 3
values | admin1 stringclasses 160
values | sec stringclasses 7
values | age int64 15 91 | birthyear int64 1.93k 2k | awareness stringclasses 1
value | urban_rural stringclasses 2
values | biggestchallenge stringlengths 3 158 ⌀ | levelconcern int64 1 5 | concerns stringclasses 6
values | riskawareness stringclasses 2
values | tested stringclasses 4
values | virusprevention stringclasses 2
values | preventativemeasures_avoiding_public_places bool 2
classes | preventativemeasures_avoiding_public_transport bool 2
classes | preventativemeasures_increasing_hygiene bool 2
classes | preventativemeasures_other bool 2
classes | preventativemeasures_working_from_home bool 2
classes | handwashing stringclasses 4
values | socialdistancing stringclasses 2
values | healthbehavior stringclasses 4
values | economicimpact int64 1 5 | marketoperability stringclasses 5
values | foodlocations stringclasses 2
values | foodlocations2 stringclasses 7
values | foodshopping stringclasses 3
values | foodamount stringclasses 3
values | foodworry stringclasses 2
values | brandpurchase stringclasses 2
values | nonessentialitems stringclasses 3
values | governmenttrust int64 1 5 | commercialtrust_banks bool 2
classes | commercialtrust_brands bool 2
classes | commercialtrust_other bool 2
classes | commercialtrust_retailers bool 2
classes | commercialtrust_telecommuncations bool 2
classes | initiativetaken_limited_store_traffic bool 2
classes | initiativetaken_none bool 2
classes | initiativetaken_sectioned_intercepts bool 2
classes | initiativetaken_staff_in_protective_gear bool 2
classes | groups_brands bool 2
classes | groups_governments bool 2
classes | groups_ngos bool 2
classes | groups_private_sector bool 2
classes | groups_retailers bool 2
classes | informationsources_friends_family bool 2
classes | informationsources_government_messages bool 2
classes | informationsources_newspapers bool 2
classes | informationsources_other bool 2
classes | informationsources_radio bool 2
classes | informationsources_social_media bool 2
classes | informationsources_tv bool 2
classes | socialmedia stringclasses 5
values | mediaconsumption stringclasses 3
values | staypositive stringlengths 2 157 ⌀ | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-18 00:00:00 2026-04-18 00:00:00 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.937967 | 0.8421 | 1.670833 | 1.319728 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Alibori | C1 | 26 | 1,993 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Other | Consuming more | null | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.379953 | 0.201481 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Lusaka | A | 34 | 1,985 | Yes | Urban area | Corona | 5 | Local infections | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | No | Stay home | 5 | Some are open | Yes | Supermarkets | Same as usual [no change] | Same as usual | No | null | No change | 3 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | WhatsApp groups | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Male | 15-25 | Greater Accra | C1 | 20 | 1,999 | Yes | Urban area | Being at home and not going to work | 5 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | Consuming less | My family | HDX | 2026-04-18 |
0.970297 | 1.034483 | 0.631579 | 0.633951 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Borno | C1 | 25 | 1,994 | Yes | Urban area | Getting a hand sanitizer and fuel refill | 5 | Economic impact | Yes | Yes - tested negative | Yes | true | true | true | false | true | More than 5 times | Yes | Stay home | 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 | 1 | false | false | true | false | false | false | false | false | true | true | true | true | true | true | true | false | false | false | false | true | false | Health organizations | Consuming more | The fact that we can't all die from this, some people will have to live on.. even if I'm not one of them | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.875624 | 0.647055 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Central | B | 19 | 2,000 | Yes | Urban area | To win the biggest | 5 | Travel restrictions | Yes | Not sure | Yes | false | false | true | false | false | 1-2 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Decreased | 2 | false | false | true | false | false | false | false | false | true | false | false | false | false | true | false | false | false | false | false | false | true | null | Consuming more | To stay positive and happy | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Female | 15-25 | Northern | D | 21 | 1,998 | Yes | Rural area | Access to education in our village | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are open | Yes | Hypermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 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 | Reading my story books in my father room | HDX | 2026-04-18 |
1.104972 | 1.007519 | 1.016844 | 1.132033 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Vallée du Bandama | C1 | 25 | 1,994 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | Increased | 5 | false | false | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Western Province | C1 | 20 | 1,999 | Yes | Rural area | null | 5 | Travel restrictions | No | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Some are open | No | null | Less often than usual | Smaller packsize than usual | No | null | Decreased | 5 | false | false | false | false | true | false | false | false | true | true | false | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Northern Province | E | 42 | 1,977 | Yes | Rural area | null | 2 | Economic impact | No | Yes - tested negative | Yes | false | false | false | false | true | 3-5 times | Yes | Stay home | 5 | Some are open | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | true | false | false | true | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
0.921659 | 0.894454 | 1.049165 | 0.864912 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Kitui | D | 26 | 1,993 | Yes | Rural area | No power | 3 | Contracting the disease | No | No | Yes | true | false | false | false | false | 1-2 times | No | Go to hospital | 1 | Most are closed | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 2 | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | false | null | No change | Staying home and using my little farm products for food | HDX | 2026-04-18 |
0.772201 | 1.755676 | 0.875624 | 1.187113 | 2020-04-03T00:00:00 | Zambia | Male | 36+ | Central | B | 37 | 1,982 | Yes | Urban area | Social distancing | 5 | Contracting the disease | No | Yes - tested negative | Yes | true | false | false | false | false | More than 5 times | Yes | Not sure | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | No | null | No change | 4 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | true | false | false | false | false | true | null | Consuming more | Staying home and increased hygiene | HDX | 2026-04-18 |
1.092896 | 0.894454 | 1.012019 | 0.989294 | 2020-04-02T00:00:00 | Kenya | Female | 26-35 | Kakamega | C1 | 33 | 1,986 | Yes | Urban area | The biggest challenge today is to stay at home by 7 | 5 | Contracting the disease | Yes | No | Yes | false | false | false | false | true | More than 5 times | No | 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 | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Media outlets | Consuming more | Stay at home | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.221914 | 0.339193 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Sud-Kivu | A | 25 | 1,994 | Yes | Urban area | null | 1 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | 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 | false | false | false | false | true | false | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Eastern Province | C1 | 26 | 1,993 | Yes | Rural area | null | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | 3-5 times | Yes | Not sure | 5 | All are open | No | null | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 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 |
0.913242 | 0.619048 | 1.549956 | 0.876252 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Montagnes | B | 34 | 1,985 | Yes | Urban area | null | 1 | Contracting the disease | Yes | Yes - tested negative | Yes | true | false | false | false | false | 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 | 1 | true | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Ghana | Female | 15-25 | Ashanti | C1 | 23 | 1,996 | Yes | Urban area | Lockdown initiated by the president | 5 | Contracting the disease | No | No | 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 | No | null | Decreased | 5 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Governments | Consuming more | The government's initiative | HDX | 2026-04-18 |
0.772201 | 0.956959 | 2.211732 | 1.634392 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Eastern | D | 25 | 1,994 | Yes | Rural area | Job | 5 | Economic impact | Yes | Not sure | Yes | false | false | false | false | true | More than 5 times | Yes | Go to doctor | 2 | Some are open | No | null | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | true | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming less | Sanitizer | HDX | 2026-04-18 |
1.41844 | 0.956959 | 0.379953 | 0.515744 | 2020-04-03T00:00:00 | Zambia | Female | 15-25 | Lusaka | C1 | 25 | 1,994 | Yes | Urban area | Long distance walk to get to the market | 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 | No | null | Decreased | 5 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | true | true | false | true | true | false | Health organizations | Consuming more | Quarantine | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Female | 15-25 | Zambézia | C1 | 25 | 1,994 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | true | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | No change | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | true | true | false | true | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.092896 | 0.991756 | 1.034665 | 1.121459 | 2020-04-02T00:00:00 | Kenya | Female | 36+ | Machakos | C1 | 38 | 1,981 | Yes | Rural area | Electricity | 5 | Contracting the disease | No | No | Yes | true | false | true | false | true | 1-2 times | No | 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 | 4 | false | false | false | false | true | true | false | false | true | true | true | false | false | true | true | false | false | false | true | true | true | Health organizations | Consuming more | Stay home | HDX | 2026-04-18 |
0.913242 | 0.619048 | 0.72855 | 0.411879 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Abidjan | C1 | 32 | 1,987 | Yes | Urban area | null | 5 | Contracting the disease | Yes | No | Yes | true | true | true | true | false | 3-5 times | No | Stay home | 5 | Some are open | Yes | Other | Less often than usual | Smaller packsize than usual | No | null | Increased | 1 | false | false | true | false | true | true | false | false | false | false | true | true | false | true | true | true | true | true | true | true | true | Governments | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Male | 26-35 | KwaZulu-Natal | B | 33 | 1,986 | Yes | Urban area | To get bread | 5 | Local 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 | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Family bondingMusicPositive mentality | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Female | 15-25 | Northern Province | E | 21 | 1,998 | Yes | Rural area | null | 5 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Stay home | 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 | Increased | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Delta | C2 | 26 | 1,993 | Yes | Urban area | Getting to and from work with the current lockdown | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | No | Stay home | 5 | Most are closed | Yes | Wholesalers | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | true | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Governments | Consuming more | Hope | HDX | 2026-04-18 |
0.772201 | 0.956959 | 1.057143 | 0.781191 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Copperbelt | B | 25 | 1,994 | Yes | Rural area | Food | 5 | Contracting the disease | Yes | No | Yes | true | false | false | false | false | 3-5 times | Yes | Stay home | 5 | Some are open | Yes | Supermarkets | Less 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 | false | true | true | true | true | true | false | false | false | false | false | true | false | Health organizations | No change | Family | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | South Africa | Female | 36+ | Eastern Cape | A | 39 | 1,980 | Yes | Urban area | Going out to buy essentials, you get stopped by law enforcement | 5 | Contracting the disease | No | Yes - tested negative | Yes | true | false | true | false | true | More than 5 times | Yes | Stay home | 5 | Some are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | No | null | Decreased | 2 | false | false | false | true | false | true | false | false | true | true | true | true | true | true | false | true | true | false | true | true | true | Governments | No change | That my family is healthy, happy and being well cared for. That we don't have to leave the house all the time | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.011544 | 1.511647 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Sassandra-Marahoué | C1 | 40 | 1,979 | Yes | Rural area | null | 5 | Local infections | Yes | No | No | false | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-04T00:00:00 | Mozambique | Female | 15-25 | Manica | C1 | 22 | 1,997 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | 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 | 0.68671 | 0.379953 | 0.201481 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Lusaka | C1 | 26 | 1,993 | Yes | Urban area | My challenge is that am not working because of Corona virus | 4 | Other | No | No | Yes | false | false | true | false | false | 0 times | No | Go to hospital | 2 | Some are open | Yes | Hypermarkets | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Decreased | 2 | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Nothing | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Northern Province | C2 | 25 | 1,994 | Yes | Rural area | null | 5 | Contracting the disease | Yes | No | Yes | false | false | true | 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 | 5 | false | true | false | 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 |
0.921659 | 1.090933 | 0.946203 | 0.951378 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Tharaka-Nithi | C1 | 22 | 1,997 | Yes | Urban area | Lack of finance | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | All are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | 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 | You tube watching | HDX | 2026-04-18 |
0.913242 | 1.636364 | 1.011544 | 1.511647 | 2020-04-03T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 36+ | Sassandra-Marahoué | C1 | 36 | 1,983 | Yes | Rural area | null | 5 | Global infections | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | No | Go to doctor | 3 | Most are closed | Yes | Wholesalers | Same as usual [no change] | Bigger packsize than usual | No | null | Decreased | 4 | 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 |
0.913242 | 0.619048 | 0.72855 | 0.411879 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Male | 26-35 | Abidjan | C1 | 27 | 1,992 | Yes | Urban area | null | 2 | Contracting the disease | Yes | Not sure | Yes | false | false | true | true | false | More than 5 times | No | Not sure | 3 | 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 | 1 | false | false | true | false | false | false | false | false | true | false | true | false | false | false | false | true | false | false | false | true | false | Media outlets | No change | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.760517 | 0.72287 | 2020-04-03T00:00:00 | Benin | Female | 15-25 | Ouémé | C1 | 23 | 1,996 | Yes | Urban area | null | 3 | Global infections | No | No | Yes | false | false | true | false | false | 1-2 times | Yes | Go to doctor | 3 | Most are closed | Yes | Discounters | 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 | 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 | 2020-04-02T00:00:00 | South Africa | Female | 15-25 | Limpopo | A | 22 | 1,997 | Yes | Urban area | Having to stay indoors all the day | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | false | false | true | 0 times | Yes | Go to doctor | 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 | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Lockdown | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1 | 1.003756 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Zamfara | C2 | 25 | 1,994 | Yes | Urban area | What to eat for even now | 5 | Global infections | Yes | No | Yes | false | true | false | false | false | More than 5 times | No | Stay home | 5 | All are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Governments | Consuming less | Having Enough food | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Mozambique | Male | 26-35 | Gaza | C1 | 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 doctor | 5 | Some are open | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | No | null | Decreased | 5 | false | false | false | false | true | false | false | false | true | false | false | false | false | true | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1.030303 | 1.044776 | 0.8 | 0.861149 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Benue | B | 26 | 1,993 | Yes | Urban area | The lockdown of town cause of corona virus | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 5 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Friends/family | Consuming more | Having a good time wit my family | HDX | 2026-04-18 |
0.772201 | 0.956959 | 0.379953 | 0.280772 | 2020-04-02T00:00:00 | Zambia | Male | 15-25 | Lusaka | B | 25 | 1,994 | Yes | Urban area | Zesco | 5 | Travel restrictions | 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 | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | false | false | false | false | true | true | true | false | false | false | false | false | false | true | false | Health organizations | Consuming more | Prayers | HDX | 2026-04-18 |
0.970297 | 1.034483 | 1 | 1.003756 | 2020-04-02T00:00:00 | Nigeria | Male | 15-25 | Cross River | D | 22 | 1,997 | Yes | Urban area | Light | 5 | Other | No | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Supermarkets | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | No change | 2 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | true | true | true | true | true | true | true | Media outlets | Consuming more | My phone | HDX | 2026-04-18 |
1.41844 | 0.68671 | 1.185061 | 1.154316 | 2020-04-02T00:00:00 | Zambia | Female | 26-35 | Southern | B | 34 | 1,985 | Yes | Rural area | Convid19 | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | 3-5 times | No | Go to hospital | 5 | Some are open | Yes | Other | Less often than usual | Smaller packsize than usual | Yes | Purchase your usual brand | No change | 5 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | Keeping myself clean | HDX | 2026-04-18 |
0.772201 | 0.956959 | 1.451956 | 1.072944 | 2020-04-03T00:00:00 | Zambia | Male | 15-25 | Western | C1 | 23 | 1,996 | Yes | Urban area | Coronavirus | 1 | Other | Yes | No | Yes | false | false | false | true | false | 3-5 times | No | Go to hospital | 1 | Some are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | No change | 1 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | No change | Stay health | HDX | 2026-04-18 |
1.104972 | 1.636364 | 0.72855 | 1.317319 | 2020-04-05T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 36+ | Abidjan | B | 36 | 1,983 | Yes | Urban area | null | 5 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | No | null | No change | 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 |
1 | 1 | 1 | 1 | 2020-04-02T00:00:00 | Mozambique | Male | 36+ | Manica | C1 | 38 | 1,981 | Yes | Rural 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 | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | true | false | false | false | false | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.113889 | 1.363874 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Cuoffo | C1 | 60 | 1,959 | Yes | Urban area | null | 5 | Travel restrictions | No | No | Yes | false | true | false | false | false | More than 5 times | Yes | Stay home | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Increased | 5 | true | false | false | 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 |
1.104972 | 0.619048 | 1.005917 | 0.688078 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Bas-Sassandra | C1 | 28 | 1,991 | Yes | Urban area | null | 5 | Contracting the disease | No | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 4 | All are open | Yes | Supermarkets | Less often than usual | Same as usual | No | null | Increased | 5 | false | false | true | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Other | No change | null | HDX | 2026-04-18 |
1.41844 | 0.956959 | 0.379953 | 0.515744 | 2020-04-02T00:00:00 | Zambia | Female | 15-25 | Lusaka | C1 | 25 | 1,994 | Yes | Urban area | Unable to move freely cause of the coronavirus | 5 | Local infections | Yes | Not sure | Yes | false | false | true | false | false | More than 5 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 | 3 | 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 | Faith in God cause has never failed and nevr wil he. also my family is the reason that which z keeping me going. | HDX | 2026-04-18 |
1.030303 | 0.933333 | 1.111111 | 1.068462 | 2020-04-02T00:00:00 | Nigeria | Female | 36+ | Ondo | C1 | 36 | 1,983 | Yes | Urban area | Corona Virus pandemic | 5 | Global infections | Yes | Yes - tested positive | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | All are closed | Yes | Online | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | false | true | false | true | true | true | false | true | true | true | Media outlets | Consuming more | I believe God will heal the world soon | HDX | 2026-04-18 |
1 | 0.790419 | 1 | 0.790419 | 2020-04-06T00:00:00 | Rwanda | Male | 15-25 | Western Province | C1 | 20 | 1,999 | Yes | Rural area | null | 5 | Other | Yes | Not sure | Yes | false | false | false | false | true | 3-5 times | Yes | Go to doctor | 1 | Most 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 | 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 | 2020-04-03T00:00:00 | South Africa | Male | 36+ | KwaZulu-Natal | A | 58 | 1,961 | Yes | Urban area | Shopping in the lockdown. Long queues | 5 | Contracting the disease | Yes | Yes - tested negative | Yes | true | true | true | false | false | More than 5 times | Yes | Go to doctor | 5 | Most are open | Yes | Supermarkets | More often than usual | Bigger packsize than usual | No | null | Decreased | 3 | false | false | true | false | false | true | false | false | false | true | true | true | true | true | false | false | false | false | true | true | true | Health organizations | Consuming more | The lockdown won't last forever and following the sensible instructions. | HDX | 2026-04-18 |
1.104972 | 1.007519 | 1.099011 | 1.223508 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 15-25 | Zanzan | C1 | 24 | 1,995 | Yes | Urban area | null | 1 | Global infections | No | No | Yes | true | false | false | false | false | More than 5 times | No | Not sure | 5 | All are open | Yes | Hypermarkets | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 1 | false | false | false | false | true | false | true | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming more | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.676688 | 0.64319 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Littoral | B | 19 | 2,000 | Yes | Rural area | null | 5 | Economic impact | Yes | Yes - tested negative | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | All are open | Yes | Hypermarkets | Less often than usual | Same as usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Southern Province | C1 | 63 | 1,956 | Yes | Rural area | null | 5 | Contracting the disease | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 5 | Some are open | Yes | Wholesalers | 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 | true | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1.090909 | 1.162724 | 2020-04-06T00:00:00 | Nigeria | Female | 15-25 | Jigawa | C1 | 23 | 1,996 | Yes | Urban area | poverty | 5 | Global infections | Yes | No | Yes | false | false | true | false | false | 3-5 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 | true | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | true | false | false | null | Consuming more | I am happy becouse i am negative of corona virus | HDX | 2026-04-18 |
1.104972 | 0.619048 | 1.022539 | 0.699448 | 2020-04-02T00:00:00 | Ivory Coast (Cote D'Ivoire) | Female | 26-35 | Denguele | C1 | 29 | 1,990 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 5 | All are open | Yes | Discounters | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | No change | 5 | false | false | false | false | true | true | false | true | true | true | true | true | true | true | false | true | true | false | true | true | true | Friends/family | No change | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.905484 | 0.860661 | 2020-04-08T00:00:00 | Benin | Female | 15-25 | Atlantique | C1 | 21 | 1,998 | Yes | Rural area | null | 5 | Travel restrictions | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Same as usual [no change] | Same as usual | Yes | Purchase your usual brand | Increased | 5 | false | false | true | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 26-35 | Tete | C1 | 35 | 1,984 | Yes | Urban area | null | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | 3-5 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 | true | false | false | false | false | false | false | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | Consuming less | null | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Southern Province | C2 | 32 | 1,987 | Yes | Rural area | null | 5 | Economic impact | Yes | Yes - tested positive | Yes | false | false | false | false | true | 0 times | No | Go to doctor | 5 | Some are open | Yes | Discounters | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | false | true | false | false | false | false | false | true | false | false | true | false | false | false | false | false | false | false | true | false | false | null | No change | null | HDX | 2026-04-18 |
0.760784 | 1.112868 | 0.921893 | 0.780523 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 36+ | Kasai Occidental | C1 | 49 | 1,970 | Yes | Urban area | null | 5 | Contracting the disease | No | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 1 | Some are open | No | null | More 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 | true | false | true | false | false | false | false | false | true | false | true | true | true | Other | Consuming more | null | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.0025 | 0.791837 | 2020-04-08T00:00:00 | Benin | Male | 26-35 | Mono | C1 | 26 | 1,993 | Yes | Urban area | null | 5 | Economic impact | No | No | Yes | false | false | true | false | false | More than 5 times | No | Stay home | 5 | Most are open | No | null | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | true | false | false | false | false | false | false | true | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | null | HDX | 2026-04-18 |
1.030303 | 1.034483 | 0.631579 | 0.673156 | 2020-04-06T00:00:00 | Nigeria | Female | 15-25 | Borno | E | 21 | 1,998 | Yes | Urban area | Coronavirus | 5 | Travel restrictions | No | No | No | false | false | false | false | false | 1-2 times | No | Go to hospital | 5 | All are open | No | null | Same as usual [no change] | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 5 | true | false | false | false | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Sleeping | HDX | 2026-04-18 |
0.921659 | 0.894454 | 0.958293 | 0.789999 | 2020-04-02T00:00:00 | Kenya | Male | 26-35 | Elgeyo-Marakwet | D | 29 | 1,990 | Yes | Rural area | Being jobless with Diploma | 5 | Economic impact | Yes | Not sure | Yes | false | false | true | false | false | More than 5 times | No | 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 | 1 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | false | false | false | false | false | true | false | Media outlets | Consuming more | Being part of health multidisciplinary | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Male | 26-35 | KwaZulu-Natal | A | 26 | 1,993 | Yes | Urban area | Not able to travel freely | 4 | Travel restrictions | Yes | Not sure | Yes | true | false | true | false | true | More than 5 times | Yes | Stay home | 3 | Some are open | Yes | Online | 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 | true | true | true | true | true | true | true | true | false | true | true | true | Media outlets | Consuming less | FamilyGamingBooks | 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 | C2 | 45 | 1,974 | Yes | Rural area | null | 1 | Contracting the disease | Yes | Yes - tested negative | Yes | false | false | true | false | false | 3-5 times | Yes | Go to hospital | 1 | All are open | Yes | Online | Same as usual [no change] | Bigger packsize than usual | Yes | Purchase your usual brand | Increased | 5 | false | false | true | false | false | false | true | false | false | false | true | false | false | false | false | false | false | false | false | false | true | null | No change | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 1.628218 | 1.024282 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Kasai Oriental | C1 | 34 | 1,985 | Yes | Rural area | null | 5 | Local infections | Yes | No | Yes | false | false | false | true | 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 | 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 | null | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-03T00:00:00 | Nigeria | Male | 26-35 | Delta | B | 31 | 1,988 | Yes | Urban area | Light | 4 | Economic impact | No | No | Yes | true | false | false | false | false | 3-5 times | No | Go to doctor | 5 | Most are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 3 | false | false | false | false | true | true | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming less | On social media | HDX | 2026-04-18 |
1 | 0.768212 | 1 | 0.768212 | 2020-04-06T00:00:00 | Rwanda | Female | 26-35 | Northern Province | C2 | 29 | 1,990 | Yes | Rural area | null | 5 | Contracting the disease | Yes | Not sure | Yes | false | false | false | false | true | More than 5 times | Yes | Not sure | 5 | Most are closed | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 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 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Niger | B | 26 | 1,993 | Yes | Urban area | To avoid the spread ot | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | true | true | false | true | 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 | 3 | true | false | false | false | true | true | false | false | true | true | true | true | true | true | true | false | false | false | true | true | true | Friends/family | Consuming more | Friend and family | HDX | 2026-04-18 |
1.092896 | 1.090933 | 1.026464 | 1.22383 | 2020-04-02T00:00:00 | Kenya | Female | 15-25 | Nyeri | B | 24 | 1,995 | Yes | Urban area | lack of electricity | 4 | Economic impact | No | No | Yes | true | false | true | false | false | 1-2 times | Yes | Go to hospital | 4 | Some are open | Yes | Wholesalers | Same as usual [no change] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 2 | false | false | false | false | true | true | false | false | false | true | true | true | true | false | false | false | false | false | true | true | true | Media outlets | No change | That soon there will be a cure | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Ghana | Male | 36+ | Ashanti | C1 | 40 | 1,979 | Yes | Urban area | Financial Problem | 5 | Global infections | Yes | No | 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 | Purchase your usual brand | Decreased | 5 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | At Home Always | HDX | 2026-04-18 |
1.030303 | 1.034483 | 1 | 1.065831 | 2020-04-02T00:00:00 | Nigeria | Female | 15-25 | Yobe | E | 25 | 1,994 | Yes | Rural area | COVID-19 Pandemic | 5 | Economic impact | Yes | No | Yes | false | false | false | true | false | 0 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 | Decreased | 1 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | false | true | false | false | true | false | Media outlets | No change | Being faithful to God | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.905484 | 0.860661 | 2020-04-03T00:00:00 | Benin | Female | 15-25 | Atlantique | C1 | 25 | 1,994 | Yes | Rural area | null | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | 3-5 times | No | Go to doctor | 5 | Most are closed | No | null | Same as usual [no change] | Same as 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 | false | false | false | false | true | false | Media outlets | Consuming more | null | HDX | 2026-04-18 |
1.41844 | 0.68671 | 1.057143 | 1.029717 | 2020-04-02T00:00:00 | Zambia | Female | 26-35 | Copperbelt | B | 28 | 1,991 | Yes | Urban area | Staying at home all day | 5 | Contracting the disease | Yes | No | Yes | true | false | true | 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 | true | false | false | false | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Prayers andMy faith in God that He will soon do something about it and it shall soon come to pass.. | HDX | 2026-04-18 |
0.921659 | 1.090933 | 0.977084 | 0.982427 | 2020-04-02T00:00:00 | Kenya | Male | 15-25 | Nakuru | C1 | 23 | 1,996 | Yes | Rural area | How to curb the corona challenge | 4 | Economic impact | Yes | No | Yes | true | true | true | false | false | More than 5 times | Yes | Go to hospital | 4 | Some are open | Yes | Wholesalers | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 2 | false | false | true | false | false | true | false | false | false | false | false | true | false | false | false | false | false | false | false | true | true | Media outlets | Consuming more | Staying around with my family | HDX | 2026-04-18 |
0.760784 | 1.047883 | 0.221914 | 0.176913 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 15-25 | Sud-Kivu | C1 | 22 | 1,997 | Yes | Rural area | null | 1 | Global infections | Yes | Not sure | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 1 | Most are closed | Yes | Hypermarkets | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | false | true | false | true | false | false | false | false | true | false | false | false | false | false | false | false | false | true | false | Friends/family | No change | null | HDX | 2026-04-18 |
1.458647 | 0.826885 | 0.514948 | 0.621096 | 2020-04-06T00:00:00 | Democratic Republic of the Congo | Female | 26-35 | Nord-Kivu | C1 | 26 | 1,993 | Yes | Urban area | null | 2 | Global infections | No | No | Yes | false | false | true | false | false | More than 5 times | No | Go to doctor | 5 | Most are open | No | null | More often than usual | Bigger packsize than 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 | false | false | false | true | false | false | null | 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 | C1 | 16 | 2,003 | Yes | Urban area | null | 1 | Other | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | Go to doctor | 5 | Most are closed | Yes | Discounters | Less often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | No change | 1 | false | false | false | true | false | 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 | Male | 36+ | Free State | A | 36 | 1,983 | Yes | Rural area | Corona | 5 | Economic impact | Yes | No | Yes | true | false | false | false | false | 1-2 times | Yes | Stay home | 5 | Most are open | Yes | Other | More often than usual | Bigger packsize than usual | Yes | Purchase your usual brand | Decreased | 1 | false | false | true | false | false | false | true | false | false | true | true | true | true | true | false | false | false | false | false | true | false | Other | Consuming more | Count down | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | South Africa | Female | 26-35 | Gauteng | B | 32 | 1,987 | Yes | Urban area | Staying at home | 5 | Global infections | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 4 | Most 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 | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | Playing games with my kids.making special meals | HDX | 2026-04-18 |
0.772201 | 0.68671 | 2.211732 | 1.172832 | 2020-04-03T00:00:00 | Zambia | Male | 26-35 | Eastern | B | 27 | 1,992 | Yes | Rural area | The economy of the country | 3 | Economic impact | Yes | No | Yes | true | false | false | false | false | More than 5 times | No | Go to hospital | 4 | Some are open | Yes | Wholesalers | Less often than usual | Smaller 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 | true | true | true | true | false | false | false | false | false | false | true | null | Consuming more | By staying indoors | HDX | 2026-04-18 |
0.772201 | 0.68671 | 0.875624 | 0.464324 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Central | C2 | 27 | 1,992 | Yes | Rural area | Coronavirus | 5 | Economic impact | Yes | Yes - tested positive | Yes | false | false | true | false | false | More than 5 times | No | Go to hospital | 5 | All are closed | Yes | Other | More 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 | true | false | false | true | false | false | false | true | false | false | false | false | false | false | null | Consuming more | Hygeny | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 36+ | Ashanti | C1 | 44 | 1,975 | Yes | Urban area | In fact l find it difficult to feed myself because of Lock down | 5 | Travel restrictions | Yes | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 2 | All are closed | Yes | Other | Less often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 3 | false | false | false | false | true | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | Next | HDX | 2026-04-18 |
1.030303 | 1.044776 | 1 | 1.076436 | 2020-04-02T00:00:00 | Nigeria | Female | 26-35 | Kogi | C1 | 28 | 1,991 | Yes | Urban area | Watersupply | 3 | Economic impact | No | No | Yes | true | false | false | false | false | More than 5 times | Yes | Go to doctor | 4 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 4 | true | true | false | true | true | true | false | true | true | true | true | true | true | true | true | true | false | false | true | true | true | Friends/family | Consuming more | Time with FamilyTime with FriendsCash in my account | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Lagos | C1 | 30 | 1,989 | Yes | Urban area | Buying foodstuffs from outside | 5 | Contracting the disease | Yes | No | Yes | true | true | true | true | true | More than 5 times | Yes | Stay home | 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 | true | false | false | false | false | true | false | true | true | true | true | true | true | true | true | false | true | false | true | true | true | Health organizations | Consuming more | The things helping me to stay positive are the social media, family and the believe for a soon corona virus free society | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Zou | C1 | 68 | 1,951 | Yes | Urban area | null | 4 | Contracting the disease | No | No | Yes | true | true | true | false | false | More than 5 times | Yes | Go to hospital | 3 | Some are open | No | null | Less often than usual | Same as usual | No | null | Increased | 4 | true | false | false | false | false | false | false | false | true | true | true | true | true | true | true | true | false | false | false | true | false | Health organizations | Consuming less | null | HDX | 2026-04-18 |
0.937967 | 0.8421 | 0.855074 | 0.67539 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Collines | C1 | 26 | 1,993 | Yes | Urban area | null | 3 | Travel restrictions | No | No | Yes | false | true | false | false | false | 0 times | No | Go to hospital | 5 | Most are open | No | null | More often than usual | Same as usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 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 | null | HDX | 2026-04-18 |
1.071705 | 0.886903 | 0.676688 | 0.64319 | 2020-04-02T00:00:00 | Benin | Female | 15-25 | Littoral | A | 18 | 2,001 | Yes | Urban area | null | 4 | Local infections | No | No | Yes | false | false | false | false | true | 3-5 times | Yes | Not sure | 5 | Some are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 2 | false | false | true | false | false | false | false | true | false | false | true | false | false | false | false | false | true | false | false | false | false | null | No change | null | HDX | 2026-04-18 |
1 | 1.853659 | 1 | 1.853659 | 2020-04-06T00:00:00 | Rwanda | Male | 36+ | Southern Province | C1 | 47 | 1,972 | 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 | Wholesalers | 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 | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
1.41844 | 0.956959 | 0.875624 | 1.188562 | 2020-04-03T00:00:00 | Zambia | Female | 15-25 | Central | C2 | 24 | 1,995 | Yes | Rural area | Lack of water and electricity | 5 | Local infections | Yes | Not sure | Yes | true | false | false | false | false | 3-5 times | Yes | Go to hospital | 5 | Most are open | No | null | Less often than usual | Bigger packsize than usual | No | null | Decreased | 1 | true | false | false | false | false | false | false | false | false | true | true | true | true | true | false | false | false | false | true | false | false | null | Consuming more | Knowing that my family is safe | HDX | 2026-04-18 |
1 | 1 | 1 | 1 | 2020-04-06T00:00:00 | Mozambique | Female | 15-25 | Zambézia | C1 | 24 | 1,995 | Yes | Urban area | null | 2 | Global infections | Yes | Not sure | Yes | true | false | false | false | false | 1-2 times | Yes | 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 | 2 | false | false | true | false | false | false | false | true | false | true | true | true | true | true | false | false | true | false | false | false | false | null | Consuming more | null | HDX | 2026-04-18 |
0.937967 | 1.305404 | 1.0025 | 1.227487 | 2020-04-07T00:00:00 | Benin | Male | 36+ | Mono | B | 39 | 1,980 | Yes | Urban area | null | 5 | Economic impact | Yes | Not sure | Yes | true | false | false | false | false | 3-5 times | Yes | Go to doctor | 5 | All are open | No | null | Same as usual [no change] | 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 | true | false | true | false | true | true | true | Health organizations | Consuming more | null | HDX | 2026-04-18 |
0.970297 | 1.044776 | 1 | 1.013743 | 2020-04-02T00:00:00 | Nigeria | Male | 26-35 | Gombe | B | 27 | 1,992 | Yes | Urban area | Corona virus | 5 | Contracting the disease | Yes | Yes - tested positive | Yes | true | false | false | false | false | More than 5 times | Yes | Go to hospital | 5 | Most are closed | Yes | Wholesalers | More often than usual | Bigger packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | true | false | false | true | false | false | false | false | false | false | true | false | false | false | false | false | true | false | true | false | true | null | Consuming more | Television | HDX | 2026-04-18 |
0.937967 | 0.8421 | 1.195288 | 0.944113 | 2020-04-03T00:00:00 | Benin | Male | 26-35 | Atakora | C2 | 34 | 1,985 | Yes | Urban area | null | 5 | Local infections | No | 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] | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Increased | 5 | false | false | false | false | true | false | false | false | true | true | true | true | true | true | false | 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 | Female | 26-35 | Southern Province | C1 | 32 | 1,987 | Yes | Urban area | null | 5 | Economic impact | No | No | Yes | false | false | false | false | true | More than 5 times | Yes | Not sure | 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 | 5 | false | true | false | false | false | false | false | false | true | false | false | true | false | false | false | false | false | false | false | true | false | Media outlets | Consuming less | null | HDX | 2026-04-18 |
0.760784 | 0.826885 | 0.50585 | 0.318221 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Male | 26-35 | Katanga | C1 | 35 | 1,984 | Yes | Urban area | null | 1 | Travel restrictions | Yes | No | Yes | false | false | true | false | false | More than 5 times | Yes | Go to hospital | 5 | Some are open | No | null | Less often than usual | Smaller packsize than usual | Yes | Switch to an alterative brand because it is cheaper | Decreased | 1 | false | false | true | false | false | false | true | false | false | false | false | false | true | false | true | false | false | false | false | false | false | null | Consuming more | 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 | B | 27 | 1,992 | Yes | Urban area | null | 5 | Contracting the disease | No | 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 | Bigger 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 |
1 | 1 | 1 | 1 | 2020-04-03T00:00:00 | Ghana | Male | 15-25 | Greater Accra | B | 21 | 1,998 | Yes | Rural area | Nothing | 4 | Economic impact | No | No | Yes | true | true | true | true | false | More than 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 | No change | 2 | true | true | true | true | true | false | false | false | true | true | true | true | true | true | true | true | true | true | true | true | true | Media outlets | No change | Anime | HDX | 2026-04-18 |
1.458647 | 1.047883 | 0.921893 | 1.409106 | 2020-04-07T00:00:00 | Democratic Republic of the Congo | Female | 15-25 | Kasai Occidental | C2 | 20 | 1,999 | Yes | Urban area | null | 1 | Other | No | Not sure | Yes | false | false | true | false | false | More than 5 times | Yes | Go to doctor | 1 | All are open | Yes | Supermarkets | 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 | false | true | false | false | false | false | false | false | false | true | false | false | null | Consuming less | null | HDX | 2026-04-18 |
0.921659 | 0.991756 | 0.976512 | 0.892592 | 2020-04-03T00:00:00 | Kenya | Male | 36+ | Murang'a | C1 | 41 | 1,978 | Yes | Rural area | Job | 5 | Local infections | Yes | No | Yes | false | false | false | true | false | More than 5 times | No | Stay home | 5 | Most 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 | false | true | false | false | false | false | false | false | false | true | false | Governments | Consuming more | #stay at hom | HDX | 2026-04-18 |
0.772201 | 0.68671 | 1.057143 | 0.560579 | 2020-04-02T00:00:00 | Zambia | Male | 26-35 | Copperbelt | C1 | 26 | 1,993 | Yes | Urban area | Money | 5 | Contracting the disease | Yes | No | Yes | false | false | true | false | false | 3-5 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 | false | false | false | true | true | true | true | true | false | true | false | false | false | false | false | null | Consuming more | Neatness | HDX | 2026-04-18 |
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