Split (2)

train · 3.19k rows

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
1.104972	1.007519	1.01292	1.127664	2020-04-02T00:00:00	Ivory Coast (Cote D'Ivoire)	Female	15-25	Savanes	B	23	1,996	Yes	Urban area	null	1	Contracting the disease	Yes	No	Yes	false	false	true	false	false	1-2 times	Yes	Go to hospital	5	Most are closed	Yes	Supermarkets	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	1	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	1	1	1	2020-04-03T00:00:00	Mozambique	Female	15-25	Manica	C2	25	1,994	Yes	Rural area	null	1	Economic impact	Yes	No	Yes	false	false	false	true	false	More than 5 times	Yes	Go to hospital	5	Some are open	No	null	Less often than usual	Bigger packsize than usual	No	null	Decreased	1	false	false	true	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	null	Consuming less	null	HDX	2026-04-18
1.092896	1.090933	0.77413	0.922977	2020-04-02T00:00:00	Kenya	Female	15-25	Nairobi	C1	25	1,994	Yes	Urban area	The situation in the country right now.	5	Economic impact	Yes	No	Yes	true	false	true	true	true	3-5 times	Yes	Stay home	5	Most are open	Yes	Other	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	false	false	false	true	true	true	true	true	false	true	false	false	false	true	true	Media outlets	Consuming more	Watching movies.Prayer.Working from home.	HDX	2026-04-18
1.458647	1.047883	0.50585	0.773187	2020-04-07T00:00:00	Democratic Republic of the Congo	Female	15-25	Katanga	B	20	1,999	Yes	Urban area	null	5	Travel restrictions	Yes	Yes - tested positive	Yes	false	false	true	false	false	More than 5 times	Yes	Go to hospital	2	Most are open	Yes	Supermarkets	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	No change	5	false	false	false	true	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	null	Consuming more	null	HDX	2026-04-18
1.071705	0.8421	0.676688	0.610699	2020-04-02T00:00:00	Benin	Female	26-35	Littoral	C1	29	1,990	Yes	Urban area	null	5	Global infections	No	No	Yes	true	false	false	false	false	3-5 times	No	Go to hospital	5	Most are open	No	null	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Increased	5	false	false	false	false	true	false	false	false	true	true	true	true	true	true	false	true	true	false	true	false	true	null	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-02T00:00:00	Ghana	Male	26-35	Greater Accra	C1	31	1,988	Yes	Urban area	Food	4	Local infections	No	No	Yes	false	false	true	false	false	3-5 times	Yes	Go to hospital	3	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	3	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	true	false	Health organizations	Consuming more	Family	HDX	2026-04-18
0.970297	1.044776	1	1.013743	2020-04-02T00:00:00	Nigeria	Male	26-35	Zamfara	D	29	1,990	Yes	Urban area	Am at home due curfew and i dont have food or money to buy.	5	Economic impact	Yes	No	Yes	true	false	false	false	false	1-2 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	1	true	false	false	false	false	true	false	false	false	true	true	true	true	true	false	false	false	false	false	true	false	Governments	Consuming more	Regular sanitation	HDX	2026-04-18
0.970297	1.034483	1	1.003756	2020-04-02T00:00:00	Nigeria	Male	15-25	Kaduna	C1	21	1,998	Yes	Urban area	Corona virus	5	Economic impact	Yes	Yes - tested negative	Yes	true	true	true	false	true	More than 5 times	Yes	Stay home	5	All are closed	Yes	Online	More 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	true	true	false	true	true	true	Friends/family	Consuming more	Hope	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	South Africa	Male	36+	Free State	C	52	1,967	Yes	Urban area	To get food on my families table	5	Other	Yes	Not sure	Yes	false	false	true	false	false	More than 5 times	No	Go to hospital	5	Most are open	No	null	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	false	false	false	true	false	true	false	false	true	true	true	true	true	true	false	false	false	false	true	false	false	null	Consuming more	Hard to stay positive when you daily worries where your next meal will come from.	HDX	2026-04-18
1	1.853659	1	1.853659	2020-04-06T00:00:00	Rwanda	Male	36+	Eastern Province	B	54	1,965	Yes	Rural area	null	5	Contracting the disease	Yes	No	Yes	false	false	false	false	true	More than 5 times	Yes	Stay home	5	All are open	Yes	Supermarkets	Less often than usual	Same as usual	No	null	Decreased	5	false	false	false	false	true	false	false	true	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Mozambique	Female	26-35	Cabo Delgado	C1	30	1,989	Yes	Rural area	null	5	Global infections	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	true	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	0.514948	0.323944	2020-04-06T00:00:00	Democratic Republic of the Congo	Male	26-35	Nord-Kivu	C1	29	1,990	Yes	Urban area	null	5	Economic impact	Yes	No	Yes	true	false	false	false	false	3-5 times	Yes	Go to hospital	5	Most are open	No	null	Less often than usual	Same as usual	Yes	Purchase your usual brand	No change	5	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	true	false	false	null	No change	null	HDX	2026-04-18
1.071705	0.8421	0.905484	0.817183	2020-04-03T00:00:00	Benin	Female	26-35	Atlantique	B	35	1,984	Yes	Urban area	null	1	Economic impact	Yes	No	Yes	true	false	false	false	false	1-2 times	Yes	Go to doctor	5	All are open	Yes	Supermarkets	More often than usual	Same as usual	Yes	Purchase your usual brand	Increased	5	true	false	false	false	false	true	false	false	false	false	true	false	false	false	true	false	true	false	true	false	true	null	No change	null	HDX	2026-04-18
0.970297	1.044776	1.066667	1.081326	2020-04-02T00:00:00	Nigeria	Male	26-35	Katsina	D	31	1,988	Yes	Urban area	I don't have job	4	Economic impact	Yes	Yes - tested positive	Yes	true	true	true	false	false	More than 5 times	No	Go to hospital	3	Most are open	No	null	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Increased	3	true	false	false	false	true	false	true	false	false	true	true	true	true	true	false	true	true	false	true	true	true	Media outlets	Consuming more	Hun	HDX	2026-04-18
1	0.790419	1	0.790419	2020-04-06T00:00:00	Rwanda	Female	15-25	Kigali	B	25	1,994	Yes	Urban area	null	5	Local infections	No	No	Yes	false	false	true	false	false	3-5 times	No	Go to doctor	5	Some are open	Yes	Supermarkets	Less 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	true	false	false	true	false	false	false	false	false	false	true	false	false	null	Consuming more	null	HDX	2026-04-18
0.970297	1.034483	1	1.003756	2020-04-02T00:00:00	Nigeria	Male	15-25	Zamfara	B	24	1,995	Yes	Urban area	Bad light	5	Global infections	Yes	No	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	5	All are open	No	null	More 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	true	false	false	false	false	false	false	false	false	true	false	Health organizations	No change	news	HDX	2026-04-18
1	0.768212	1	0.768212	2020-04-06T00:00:00	Rwanda	Female	26-35	Kigali	C1	28	1,991	Yes	Urban area	null	5	Contracting the disease	Yes	No	Yes	false	false	false	false	true	More than 5 times	Yes	Go to doctor	5	Most are closed	Yes	Supermarkets	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	false	false	true	false	false	false	false	true	true	true	true	false	false	false	false	false	false	true	false	false	null	Consuming more	null	HDX	2026-04-18
1	0.790419	1	0.790419	2020-04-06T00:00:00	Rwanda	Female	15-25	Kigali	C1	25	1,994	Yes	Urban area	null	5	Economic impact	No	Yes - tested negative	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	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	5	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	true	false	false	false	false	null	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	Mozambique	Male	36+	Zambézia	C1	36	1,983	Yes	Rural area	null	5	Global infections	No	No	Yes	false	false	true	false	false	3-5 times	No	Go to hospital	5	All are closed	No	null	Less often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	4	true	false	false	false	false	false	true	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming less	null	HDX	2026-04-18
0.772201	0.956959	0.379953	0.280772	2020-04-03T00:00:00	Zambia	Male	15-25	Lusaka	C1	21	1,998	Yes	Urban area	Load shading	5	Global infections	Yes	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	No	null	Decreased	5	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	Media outlets	Consuming more	Government measures	HDX	2026-04-18
1.104972	0.619048	1.549956	1.060217	2020-04-03T00:00:00	Ivory Coast (Cote D'Ivoire)	Female	26-35	Montagnes	D	27	1,992	Yes	Rural area	null	2	Other	No	Not sure	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	1	Most are closed	No	null	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	null	Consuming less	null	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	South Africa	Female	36+	Mpumalanga	A	39	1,980	Yes	Rural area	Covid-19	5	Economic impact	Yes	No	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	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	Believing in our government,	HDX	2026-04-18
1	0.768212	1	0.768212	2020-04-06T00:00:00	Rwanda	Male	26-35	Kigali	C1	31	1,988	Yes	Urban area	null	5	Contracting the disease	No	No	Yes	true	true	true	true	true	More than 5 times	Yes	Stay home	5	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	true	true	true	true	true	true	false	false	true	true	true	true	true	false	false	false	false	false	true	false	false	null	Consuming more	null	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	C1	44	1,975	Yes	Urban area	null	1	Global infections	No	Not sure	Yes	false	false	false	true	false	3-5 times	No	Go to hospital	2	Most are open	No	null	More often than usual	Smaller 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	false	false	false	false	true	false	Governments	Consuming more	null	HDX	2026-04-18
0.970297	0.933333	1	0.905611	2020-04-02T00:00:00	Nigeria	Male	36+	Kano	C1	36	1,983	Yes	Urban area	Getting a taxi to go shopping	5	Economic impact	No	Yes - tested positive	Yes	true	false	true	false	false	3-5 times	No	Go to hospital	4	Some are open	No	null	Less often than usual	Bigger packsize than usual	No	null	Decreased	3	true	false	false	true	true	false	false	false	false	false	true	true	false	false	true	true	true	false	true	true	true	Health organizations	Consuming more	Constant power and water supply	HDX	2026-04-18
0.760784	0.826885	3.756445	2.36311	2020-04-07T00:00:00	Democratic Republic of the Congo	Male	26-35	Bandundu	C1	28	1,991	Yes	Rural area	null	1	Global infections	No	Yes - tested negative	Yes	true	false	false	false	false	0 times	Yes	Go to doctor	1	Some are open	Yes	Other	Less often than usual	Same as usual	Yes	Purchase your usual brand	Decreased	3	false	false	false	false	true	false	false	true	false	true	true	true	true	true	false	true	false	false	false	false	false	null	No change	null	HDX	2026-04-18
1	1	1	1	2020-04-04T00:00:00	South Africa	Male	36+	North West	B	42	1,977	Yes	Urban area	Corona	2	Local infections	Yes	Yes - tested positive	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	4	All are closed	Yes	Supermarkets	Less often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	Decreased	3	false	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	null	Consuming more	Tv	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	Mozambique	Male	26-35	Nampula	E	32	1,987	Yes	Rural area	null	5	Contracting the disease	Yes	Yes - tested positive	Yes	false	false	true	false	false	3-5 times	Yes	Go to hospital	4	All are closed	No	null	Less often than usual	Bigger packsize than usual	No	null	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
1.071705	0.8421	0.676688	0.610699	2020-04-02T00:00:00	Benin	Female	26-35	Littoral	A	26	1,993	Yes	Urban area	null	5	Local infections	Yes	No	Yes	false	false	true	false	false	More than 5 times	No	Go to hospital	5	All are open	No	null	Same as usual [no change]	Same as usual	No	null	Increased	3	false	false	true	false	false	false	false	false	false	true	true	true	true	true	false	true	false	false	false	false	false	null	Consuming more	null	HDX	2026-04-18
0.970297	0.933333	1	0.905611	2020-04-02T00:00:00	Nigeria	Male	36+	Niger	C2	37	1,982	Yes	Urban area	Unstable power	5	Contracting the disease	Yes	Not sure	Yes	false	false	true	false	false	3-5 times	Yes	Go to hospital	5	Most are closed	Yes	Drugstores	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	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	Staying home with my family, data on my phone to browse, having time to read my scripture.	HDX	2026-04-18
0.772201	0.68671	0.379953	0.201481	2020-04-03T00:00:00	Zambia	Male	26-35	Lusaka	C1	34	1,985	Yes	Urban area	Jobless	5	Global infections	Yes	No	Yes	false	false	true	false	false	0 times	No	Go to hospital	5	All are open	No	null	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	1	false	false	false	true	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	true	false	Health organizations	Consuming more	Hello?	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	South Africa	Female	26-35	KwaZulu-Natal	A	34	1,985	Yes	Urban area	Going to the supermarket	5	Contracting the disease	Yes	No	Yes	true	true	true	false	true	More than 5 times	Yes	Go to doctor	5	Some are open	Yes	Supermarkets	More often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	Increased	5	false	false	false	true	true	true	false	true	true	false	false	true	false	false	false	false	false	false	false	false	true	null	Consuming more	Watching TV	HDX	2026-04-18
0.913242	1.007519	1.180115	1.085833	2020-04-02T00:00:00	Ivory Coast (Cote D'Ivoire)	Male	15-25	Goh-Djiboua	C1	21	1,998	Yes	Urban area	null	5	Other	No	No	Yes	true	false	false	false	false	3-5 times	Yes	Go to hospital	5	Most are closed	Yes	Supermarkets	More often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Increased	5	false	false	true	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
1.41844	0.68671	0.379953	0.370096	2020-04-02T00:00:00	Zambia	Female	26-35	Lusaka	B	33	1,986	Yes	Urban area	Covid 19 with lockdown no food	5	Contracting the disease	Yes	No	Yes	false	false	true	false	false	3-5 times	Yes	Stay home	5	Most are closed	Yes	Supermarkets	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	true	false	false	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	Social media	HDX	2026-04-18
1.092896	0.991756	1.034665	1.121459	2020-04-02T00:00:00	Kenya	Female	36+	Machakos	B	45	1,974	Yes	Urban area	It's about corona,	5	Economic impact	Yes	No	Yes	false	false	true	false	false	3-5 times	Yes	Go to doctor	3	All are open	Yes	Supermarkets	More often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Increased	5	false	false	false	true	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	true	null	Consuming more	To stay at home	HDX	2026-04-18
1	1	1	1	2020-04-05T00:00:00	Ghana	Male	15-25	Upper West	B	24	1,995	Yes	Rural area	Going to make a living	5	Global infections	Yes	No	Yes	true	true	true	false	false	3-5 times	Yes	Stay home	5	Most are closed	Yes	Wholesalers	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	true	true	false	true	true	true	false	true	true	true	true	true	true	true	false	true	false	false	true	true	true	Governments	Consuming more	Chat with friends/family and social media	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	5	Economic impact	No	Not sure	Yes	false	false	true	false	false	More than 5 times	Yes	Go to doctor	1	All are open	No	null	Less often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	No change	5	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
0.772201	0.68671	1.057143	0.560579	2020-04-02T00:00:00	Zambia	Male	26-35	Copperbelt	B	30	1,989	Yes	Urban area	Lack of a stable job	5	Economic impact	Yes	Yes - tested positive	Yes	false	false	true	false	false	1-2 times	Yes	Go to hospital	5	All are open	No	null	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	No change	5	true	false	false	false	false	false	false	false	false	false	true	true	true	false	false	false	false	false	false	false	true	null	Consuming less	Having a strong belief that the cure will be found	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Mozambique	Female	15-25	Cabo Delgado	C1	23	1,996	Yes	Urban area	null	2	Global infections	Yes	Not sure	Yes	false	false	true	false	false	More than 5 times	No	Go to hospital	1	All are open	Yes	Hypermarkets	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	false	true	false	false	false	false	true	false	true	true	true	true	true	false	false	false	false	false	true	false	Governments	Consuming more	null	HDX	2026-04-18
1.030303	1.034483	1	1.065831	2020-04-02T00:00:00	Nigeria	Female	15-25	Niger	D	24	1,995	Yes	Urban area	Inadequate asaestriction of movement due to the corona pandemic	5	Contracting the disease	Yes	No	Yes	true	true	true	false	true	More than 5 times	Yes	Stay home	5	Most are closed	No	null	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	true	false	false	false	false	false	false	false	false	true	true	true	true	true	true	false	false	false	true	true	true	Media outlets	Consuming more	Government restrictions on movement, hopes and faith that this phase will be over soon	HDX	2026-04-18
0.913242	1.007519	1.01076	0.930009	2020-04-03T00:00:00	Ivory Coast (Cote D'Ivoire)	Male	15-25	Comoé	C1	20	1,999	Yes	Urban area	null	1	Global infections	No	No	Yes	true	false	true	true	false	1-2 times	No	Go to hospital	1	All are open	No	null	Less often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	No change	1	false	false	true	true	true	false	false	true	true	false	true	false	false	false	false	true	false	true	true	true	true	Other	No change	null	HDX	2026-04-18
1.092896	1.090933	0.963409	1.14865	2020-04-03T00:00:00	Kenya	Female	15-25	Busia	E	24	1,995	Yes	Rural area	Lack of food	5	Global infections	No	No	Yes	false	false	true	false	false	3-5 times	No	Go to hospital	3	Most are open	No	null	More often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Increased	5	false	false	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	null	Consuming more	I follow instruction	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Ghana	Female	36+	Central	C1	39	1,980	Yes	Rural area	food supply	4	Economic impact	Yes	Not sure	Yes	true	true	true	false	false	3-5 times	Yes	Go to hospital	3	Most are closed	Yes	Wholesalers	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	true	true	false	false	true	false	false	false	true	true	true	true	true	true	true	false	false	false	false	true	true	Health organizations	Consuming more	Lockdown	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	South Africa	Male	15-25	North West	B	24	1,995	Yes	Rural area	Money	5	Local infections	Yes	No	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	5	Most are closed	Yes	Supermarkets	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	No change	5	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	true	null	Consuming more	Home fitness	HDX	2026-04-18
1.41844	0.68671	0.379953	0.370096	2020-04-02T00:00:00	Zambia	Female	26-35	Lusaka	B	35	1,984	Yes	Urban area	High cost of living	5	Economic impact	Yes	No	Yes	false	false	true	false	false	More than 5 times	Yes	Not sure	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	true	false	false	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	Being home with my kids	HDX	2026-04-18
1	0.768212	1	0.768212	2020-04-06T00:00:00	Rwanda	Female	26-35	Kigali	B	30	1,989	Yes	Urban area	null	5	Economic impact	No	No	Yes	false	false	false	false	true	More than 5 times	Yes	Go to doctor	5	Some are open	Yes	Supermarkets	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	true	false	false	false	true	false	false	false	false	false	false	true	true	false	true	false	false	false	true	true	Health organizations	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-02T00:00:00	Ghana	Male	26-35	Western	B	33	1,986	Yes	Urban area	Financial Independence	5	Local infections	No	No	Yes	true	false	true	false	false	More than 5 times	No	Go to hospital	5	Most are open	No	null	Same as usual [no change]	Bigger packsize than usual	No	null	Decreased	5	true	false	false	true	false	true	false	false	true	true	true	true	true	true	true	true	true	false	true	true	true	Governments	Consuming more	Government assurances and health care professionals availability.	HDX	2026-04-18
0.921659	0.894454	0.974351	0.803237	2020-04-02T00:00:00	Kenya	Male	26-35	Kericho	C1	29	1,990	Yes	Rural area	water access	3	Contracting the disease	Yes	No	Yes	true	true	false	false	false	3-5 times	No	Go to doctor	2	All are open	No	null	Same as usual [no change]	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	2	false	false	true	false	false	false	false	false	false	true	true	true	true	false	true	false	false	false	false	true	false	Media outlets	Consuming more	Stay home	HDX	2026-04-18
1	1	1	1	2020-04-05T00:00:00	Ghana	Male	15-25	Western	C1	25	1,994	Yes	Rural area	Am hurt	4	Global infections	Yes	No	Yes	true	false	false	false	false	3-5 times	No	Go to hospital	4	Most are closed	Yes	Online	More often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	false	false	false	true	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	true	false	Health organizations	Consuming more	staying safe at home	HDX	2026-04-18
0.772201	0.956959	0.379953	0.280772	2020-04-03T00:00:00	Zambia	Male	15-25	Lusaka	B	20	1,999	Yes	Urban area	My biggest challenge today is moving about due to Corona virus outbreak	5	Economic impact	Yes	No	Yes	false	false	true	false	false	More than 5 times	Yes	Go to doctor	5	Most are open	No	null	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	1	true	false	false	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	true	false	Governments	Consuming less	I know cure will be found soon	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	Ghana	Male	26-35	Greater Accra	C1	32	1,987	Yes	Urban area	data consumption	4	Economic impact	No	No	Yes	true	true	true	true	true	3-5 times	Yes	Stay home	4	Most are closed	No	null	More often than usual	Bigger packsize than usual	No	null	No change	4	false	false	true	false	false	true	false	false	true	true	true	true	true	true	false	true	false	false	false	true	true	Governments	Consuming more	Government is continuously reviewing initiatives to help keep everyone safe and it is seem to be working. Those recovered far outweigh the dead	HDX	2026-04-18
0.772201	0.68671	2.211732	1.172832	2020-04-03T00:00:00	Zambia	Male	26-35	Eastern	C1	28	1,991	Yes	Urban area	access to safe drink water and power shortage for us to graind our maize to make mealie meal	5	Contracting the disease	Yes	No	No	false	false	false	false	false	1-2 times	No	Go to hospital	5	All are open	Yes	Hypermarkets	Less often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	Decreased	1	false	false	false	false	true	false	false	false	false	true	true	true	true	true	false	true	false	false	false	false	false	null	Consuming less	teaching my friends and family how to avoid covid 19 pevention measures and watching everythng news on tv and praying for my country and the world at large	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Mozambique	Female	15-25	Zambézia	C1	23	1,996	Yes	Urban area	null	5	Local infections	Yes	No	Yes	true	false	false	false	false	More than 5 times	Yes	Go to hospital	5	Some are open	No	null	Less often than usual	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	true	true	false	false	true	true	Friends/family	Consuming more	null	HDX	2026-04-18
1.071705	0.886903	1.0025	0.952875	2020-04-03T00:00:00	Benin	Female	15-25	Zou	D	23	1,996	Yes	Rural area	null	1	Global infections	Yes	Yes - tested positive	No	false	false	false	false	false	0 times	Yes	Go to hospital	2	Some are open	No	null	Same as usual [no change]	Bigger packsize than usual	No	null	Decreased	3	false	false	true	false	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	true	false	Media outlets	Consuming more	null	HDX	2026-04-18
1.092896	0.991756	0.974351	1.056086	2020-04-03T00:00:00	Kenya	Female	36+	Kericho	C1	42	1,977	Yes	Rural area	Getting food	5	Economic impact	Yes	No	Yes	true	false	false	false	false	More than 5 times	No	Go to hospital	5	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	false	true	true	true	true	true	false	false	false	false	true	false	false	null	No change	Weather which has favoured me because i am a tea farmer	HDX	2026-04-18
1.41844	0.68671	0.379953	0.370096	2020-04-02T00:00:00	Zambia	Female	26-35	Lusaka	C1	26	1,993	Yes	Urban area	Economy	5	Travel restrictions	Yes	No	Yes	false	false	false	false	true	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	true	false	false	false	false	false	false	false	false	true	true	true	true	true	true	true	false	false	true	true	true	Media outlets	No change	God	HDX	2026-04-18
1.458647	0.826885	0.221914	0.267658	2020-04-07T00:00:00	Democratic Republic of the Congo	Female	26-35	Sud-Kivu	B	32	1,987	Yes	Urban area	null	1	Global infections	No	No	Yes	false	false	true	false	false	More than 5 times	Yes	Stay home	5	Most are closed	Yes	Hypermarkets	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Increased	5	false	false	false	true	false	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	null	Consuming less	null	HDX	2026-04-18
1	0.790419	1	0.790419	2020-04-06T00:00:00	Rwanda	Female	15-25	Southern Province	D	22	1,997	Yes	Rural area	null	5	Economic impact	Yes	Not sure	Yes	true	false	false	false	false	More than 5 times	Yes	Stay home	3	Some 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	true	true	true	true	true	true	false	false	false	false	false	true	false	Friends/family	Consuming more	null	HDX	2026-04-18
1.104972	0.619048	0.72855	0.498351	2020-04-02T00:00:00	Ivory Coast (Cote D'Ivoire)	Female	26-35	Abidjan	B	28	1,991	Yes	Urban area	null	4	Contracting the disease	Yes	No	Yes	false	false	true	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	Switch to an alterative brand because it is cheaper	Increased	3	true	false	false	false	false	true	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Mozambique	Female	15-25	Manica	B	23	1,996	Yes	Urban area	null	5	Global infections	Yes	Not sure	Yes	true	false	false	false	false	More than 5 times	No	Go to hospital	1	Most are open	Yes	Supermarkets	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	true	false	false	true	true	true	true	true	false	false	false	false	false	true	false	Media outlets	Consuming more	null	HDX	2026-04-18
0.760784	1.047883	1.628218	1.298037	2020-04-06T00:00:00	Democratic Republic of the Congo	Male	15-25	Kasai Oriental	D	16	2,003	Yes	Urban area	null	5	Other	Yes	Not sure	Yes	false	false	false	true	false	More than 5 times	No	Go to hospital	2	All are closed	Yes	Hypermarkets	Less often than usual	Bigger packsize than usual	No	null	Decreased	3	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	null	Consuming less	null	HDX	2026-04-18
0.937967	1.305404	1.0025	1.227487	2020-04-05T00:00:00	Benin	Male	36+	Plateau	C1	47	1,972	Yes	Urban area	null	2	Travel restrictions	Yes	Yes - tested negative	Yes	true	false	false	false	false	More than 5 times	Yes	Go to doctor	1	Some are open	Yes	Other	Same as usual [no change]	Smaller packsize than usual	Yes	Purchase your usual brand	Decreased	1	false	false	false	true	false	false	false	true	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	South Africa	Female	36+	Western Cape	A	38	1,981	Yes	Urban area	Staying healthy	5	Contracting the disease	Yes	Not sure	Yes	true	true	true	true	true	More than 5 times	Yes	Not sure	5	All are open	Yes	Supermarkets	Less often than usual	Same as usual	No	null	Decreased	3	true	false	false	true	true	true	false	false	true	true	true	true	true	true	false	true	true	false	true	true	true	Media outlets	Consuming more	My pets	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Ghana	Female	15-25	Central	C1	23	1,996	Yes	Urban area	Foodstuffs	5	Economic impact	No	No	No	false	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	Purchase your usual brand	Decreased	5	false	false	true	false	false	false	false	false	true	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	Media	HDX	2026-04-18
0.970297	0.933333	1	0.905611	2020-04-02T00:00:00	Nigeria	Male	36+	Kano	B	60	1,959	Yes	Urban area	Social insecurity	5	Global infections	No	No	Yes	true	true	true	false	true	3-5 times	Yes	Stay home	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	1	false	true	false	false	false	false	false	false	false	false	true	true	true	true	true	true	true	false	true	true	true	Media outlets	Consuming more	publicity, massive enlightenment and continuous campaigns etc.	HDX	2026-04-18
1	1.853659	1	1.853659	2020-04-06T00:00:00	Rwanda	Male	36+	Eastern Province	C2	49	1,970	Yes	Rural area	null	5	Contracting the disease	No	No	Yes	true	false	false	false	false	1-2 times	Yes	Go to doctor	5	Most are open	No	null	Less often than usual	Same as usual	No	null	Decreased	5	false	false	false	false	true	true	false	false	false	true	true	true	true	true	false	false	false	false	true	false	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	E	19	2,000	Yes	Rural area	null	5	Economic impact	Yes	Yes - tested positive	Yes	false	false	false	false	true	More than 5 times	No	Go to hospital	5	Most are open	No	null	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	1	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	null	Consuming less	null	HDX	2026-04-18
1.071705	0.886903	1.0025	0.952875	2020-04-02T00:00:00	Benin	Female	15-25	Plateau	B	22	1,997	Yes	Rural area	null	1	Economic impact	Yes	Yes - tested positive	Yes	true	false	false	false	false	More than 5 times	No	Go to doctor	5	Most are open	No	null	Less often than usual	Bigger packsize than usual	No	null	Increased	5	false	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	true	false	Health organizations	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-02T00:00:00	South Africa	Male	36+	Limpopo	A	36	1,983	Yes	Rural area	Covid	4	Economic impact	Yes	Yes - tested negative	Yes	false	false	false	false	true	3-5 times	Yes	Stay home	3	Some are open	Yes	Supermarkets	More often than usual	Same as usual	Yes	Purchase your usual brand	No change	4	true	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	null	Consuming less	Soccer	HDX	2026-04-18
1.030303	0.933333	1	0.961616	2020-04-02T00:00:00	Nigeria	Female	36+	Niger	C1	44	1,975	Yes	Urban area	Not able to go about my business as usual	5	Local infections	No	No	Yes	true	false	false	false	true	3-5 times	Yes	Go to hospital	5	Most are closed	No	null	Less often than usual	Same as usual	Yes	Purchase your usual brand	Decreased	1	false	false	false	false	true	false	false	false	false	true	true	true	true	false	false	false	false	false	false	false	true	null	Consuming more	Better relationship with GOD. Spouse around, children around, but no money	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Ghana	Female	15-25	Ashanti	B	16	2,003	Yes	Rural area	To fight over the covid 19	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	Same as usual [no change]	Same as usual	No	null	No change	5	false	true	false	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	By staying home	HDX	2026-04-18
0.921659	0.894454	1.005492	0.828909	2020-04-02T00:00:00	Kenya	Male	26-35	Marsabit	E	32	1,987	Yes	Rural area	No electricity, murram road & no television	1	Global infections	Yes	No	Yes	false	false	true	false	false	More than 5 times	Yes	Go to hospital	1	Some are open	Yes	Wholesalers	Less often than usual	Smaller packsize than usual	No	null	Decreased	5	false	false	false	false	true	false	false	false	false	false	true	true	false	false	false	false	false	false	true	false	false	null	Consuming less	Sesitatisation by the entire community	HDX	2026-04-18
1.092896	0.894454	1.771136	1.731365	2020-04-03T00:00:00	Kenya	Female	26-35	Mandera	C2	32	1,987	Yes	Rural area	Lack of economy	3	Global infections	Yes	No	Yes	true	false	false	false	false	3-5 times	No	Go to hospital	3	All are closed	Yes	Drugstores	Less often than usual	Same as usual	No	null	Increased	2	false	false	false	false	true	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	Friends/family	Consuming more	Tv entertainment i. e Movies	HDX	2026-04-18
1	1.853659	1	1.853659	2020-04-06T00:00:00	Rwanda	Male	36+	Northern Province	C1	42	1,977	Yes	Urban area	null	5	Contracting the disease	No	No	Yes	false	false	false	false	true	1-2 times	Yes	Stay home	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	true	true	true	true	true	true	false	false	false	false	false	true	false	Governments	Consuming more	null	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	Mozambique	Male	15-25	Nampula	C1	20	1,999	Yes	Urban area	null	4	Local infections	Yes	No	Yes	true	false	false	false	false	3-5 times	Yes	Go to hospital	4	Most are open	No	null	Less often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	false	false	true	false	false	false	true	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming less	null	HDX	2026-04-18
0.760784	1.112868	0.514948	0.435982	2020-04-06T00:00:00	Democratic Republic of the Congo	Male	36+	Nord-Kivu	C2	39	1,980	Yes	Urban area	null	5	Economic impact	Yes	Not sure	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	Increased	1	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	true	false	false	false	false	false	null	Consuming more	null	HDX	2026-04-18
0.921659	0.991756	0.989246	0.90423	2020-04-03T00:00:00	Kenya	Male	36+	Kiambu	C1	36	1,983	Yes	Urban area	Staying indoor, but I have to,since corona virus is real.	5	Local infections	Yes	No	Yes	false	false	true	false	false	More than 5 times	Yes	Go to hospital	5	Some are open	No	null	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	No change	4	false	false	false	false	true	false	false	false	false	true	true	true	true	true	false	false	false	false	true	false	false	null	Consuming more	Atleast the government is creating awareness to the citizens.	HDX	2026-04-18
1	1.853659	1	1.853659	2020-04-06T00:00:00	Rwanda	Male	36+	Northern Province	C1	47	1,972	Yes	Rural area	null	5	Contracting the disease	Yes	No	Yes	false	false	true	false	false	More than 5 times	Yes	Stay home	5	Most are open	No	null	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	false	false	false	true	true	false	false	false	false	true	false	false	false	false	false	false	false	true	false	false	null	Consuming less	null	HDX	2026-04-18
1	1.853659	1	1.853659	2020-04-06T00:00:00	Rwanda	Male	36+	Northern Province	C1	46	1,973	Yes	Rural area	null	5	Economic impact	No	No	Yes	true	false	false	false	false	More than 5 times	Yes	Stay home	5	Most are closed	Yes	Drugstores	Less often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	true	false	false	false	false	false	false	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	2020-04-03T00:00:00	Mozambique	Female	26-35	Niassa	B	28	1,991	Yes	Urban area	null	5	Contracting the disease	Yes	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	Yes	Purchase your usual brand	Decreased	5	false	false	false	false	true	true	false	false	false	false	true	true	false	false	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
0.772201	0.68671	2.211732	1.172832	2020-04-02T00:00:00	Zambia	Male	26-35	Eastern	B	35	1,984	Yes	Urban area	Finances	3	Local infections	Yes	No	Yes	true	false	false	false	false	0 times	Yes	Go to hospital	5	All are open	No	null	Same as usual [no change]	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	2	false	false	false	true	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	Consuming more	Family and friends	HDX	2026-04-18
0.760784	1.047883	1.628218	1.298037	2020-04-07T00:00:00	Democratic Republic of the Congo	Male	15-25	Kasai Oriental	D	20	1,999	Yes	Rural area	null	1	Global infections	No	Not sure	Yes	false	false	true	false	false	More than 5 times	No	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	true	false	false	true	false	false	false	true	false	false	false	false	false	false	false	true	false	false	null	Consuming less	null	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	Mozambique	Male	26-35	Tete	B	33	1,986	Yes	Rural area	null	5	Contracting the disease	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	Switch to an alterative brand because it is cheaper	Decreased	5	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	null	Consuming more	null	HDX	2026-04-18
0.970297	0.933333	1	0.905611	2020-04-02T00:00:00	Nigeria	Male	36+	Enugu	E	43	1,976	Yes	Rural area	not being allowed to move freely to get my food and family needs	3	Contracting the disease	Yes	No	Yes	true	false	true	false	true	More than 5 times	No	Go to hospital	5	Most are closed	No	null	Same as usual [no change]	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	true	true	true	true	true	true	false	true	false	false	true	true	Media outlets	Consuming more	Access to information, no one close by has the virus, every family home and safe, food and family needs available for now.	HDX	2026-04-18
1	1	1	1	2020-04-02T00:00:00	South Africa	Female	26-35	Gauteng	B	35	1,984	Yes	Urban area	Is the Covid 19	5	Global infections	Yes	Not sure	Yes	true	false	false	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	true	false	false	false	false	false	true	false	false	true	true	true	true	true	false	false	false	false	false	false	true	null	No change	Nothing makes me happy at this moment until a hear gud gud new that the corona is finished or curerable	HDX	2026-04-18
0.772201	0.956959	0.379953	0.280772	2020-04-02T00:00:00	Zambia	Male	15-25	Lusaka	C1	23	1,996	Yes	Urban area	Starting a business	5	Contracting the disease	Yes	No	Yes	false	false	false	false	true	More than 5 times	Yes	Go to hospital	5	Some are open	Yes	Supermarkets	Less often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	No change	3	false	true	false	false	false	false	false	false	true	true	true	true	true	true	true	true	false	false	true	true	false	Health organizations	Consuming more	Family, gaming, online school, social media, personal time.	HDX	2026-04-18
1	0.790419	1	0.790419	2020-04-06T00:00:00	Rwanda	Female	15-25	Kigali	C1	23	1,996	Yes	Urban area	null	4	Global infections	No	Yes - tested negative	Yes	false	false	true	false	false	More than 5 times	Yes	Stay home	5	All are open	Yes	Hypermarkets	Less often than usual	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	true	false	false	false	true	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	null	Consuming more	null	HDX	2026-04-18
1.41844	0.68671	1.185061	1.154316	2020-04-03T00:00:00	Zambia	Female	26-35	Southern	B	27	1,992	Yes	Urban area	Coronavirus	5	Economic impact	No	No	Yes	false	false	true	false	false	More than 5 times	No	Go to hospital	1	Some are open	Yes	Online	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	Avoiding moving around	HDX	2026-04-18
0.772201	0.68671	0.379953	0.201481	2020-04-02T00:00:00	Zambia	Male	26-35	Lusaka	C1	34	1,985	Yes	Urban area	Taking care of my family	5	Local infections	Yes	No	Yes	false	false	true	false	false	More than 5 times	No	Go to doctor	5	Some are open	No	null	Less often than usual	Bigger packsize than usual	No	null	Decreased	3	true	false	false	false	false	false	false	false	false	true	true	true	true	true	false	false	false	false	false	true	false	Governments	Consuming more	Governments efforts of trying to contain the spread	HDX	2026-04-18
0.970297	0.933333	1	0.905611	2020-04-02T00:00:00	Nigeria	Male	36+	Oyo	C1	46	1,973	Yes	Urban area	No electricity light	5	Local infections	Yes	No	Yes	false	false	true	false	false	More than 5 times	No	Go to hospital	5	All are closed	No	null	Less often than usual	Same as usual	Yes	Purchase your usual brand	Decreased	5	true	false	false	false	false	false	false	false	false	false	true	true	true	false	true	true	true	false	true	true	true	Media outlets	Consuming more	Healthy	HDX	2026-04-18
1.092896	1.090933	0.77413	0.922977	2020-04-02T00:00:00	Kenya	Female	15-25	Nairobi	D	20	1,999	Yes	Rural area	Diseases	1	Economic impact	No	Yes - tested negative	Yes	false	false	true	false	false	1-2 times	Yes	Go to hospital	5	All are closed	Yes	Supermarkets	Less often than usual	Smaller packsize than 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	Consuming more	Sanitiser.None Has Been Infected In My County,	HDX	2026-04-18
1.030303	1.044776	1.090909	1.174294	2020-04-03T00:00:00	Nigeria	Female	26-35	Akwa Ibom	E	26	1,993	Yes	Urban area	My biggest challenge today is no electricity	5	Economic impact	Yes	No	Yes	false	false	false	false	true	More than 5 times	Yes	Stay home	5	Most are closed	Yes	Other	Same as usual [no change]	Smaller packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	2	false	false	false	false	true	false	false	false	false	true	true	true	true	true	false	false	false	false	true	true	false	Friends/family	Consuming more	My family	HDX	2026-04-18
1	0.790419	1	0.790419	2020-04-06T00:00:00	Rwanda	Male	15-25	Northern Province	B	20	1,999	Yes	Rural area	null	5	Global infections	Yes	Yes - tested negative	Yes	false	false	false	false	true	More than 5 times	Yes	Go to doctor	1	Most are open	No	null	Less often than usual	Same as usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	5	false	false	false	true	false	false	false	true	false	true	true	true	true	false	false	false	true	false	true	true	true	Media outlets	No change	null	HDX	2026-04-18
1.104972	1.007519	1.549956	1.725535	2020-04-02T00:00:00	Ivory Coast (Cote D'Ivoire)	Female	15-25	Montagnes	C1	21	1,998	Yes	Rural area	null	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	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	false	false	true	false	false	false	false	false	true	true	true	true	true	true	false	false	false	true	false	false	false	null	Consuming more	null	HDX	2026-04-18
1.092896	1.090933	1.003788	1.196793	2020-04-02T00:00:00	Kenya	Female	15-25	Kisumu	B	25	1,994	Yes	Urban area	The curfew	5	Economic impact	No	No	Yes	true	true	true	false	true	More than 5 times	Yes	Go to hospital	5	Most are closed	Yes	Discounters	Less often than usual	Bigger packsize than usual	No	null	Decreased	3	true	false	false	false	false	true	false	true	true	true	true	true	true	true	false	false	false	false	true	true	true	Media outlets	Consuming more	Having my family with meNo more corona cases in kenya	HDX	2026-04-18
1	1	1	1	2020-04-05T00:00:00	South Africa	Male	15-25	Limpopo	B	24	1,995	Yes	Rural area	Seeing my girlfriend due to the national lockdown and social distancing	5	Local infections	Yes	No	Yes	false	false	true	false	false	3-5 times	Yes	Go to hospital	4	All are open	No	null	Same as usual [no change]	Same as usual	No	null	Decreased	5	false	false	false	false	true	false	true	false	false	false	true	true	true	false	false	false	false	false	true	false	false	null	Consuming more	Knowing that the government is doing everything in its power to fight this outbreak	HDX	2026-04-18
1	1	1	1	2020-04-03T00:00:00	South Africa	Male	15-25	Limpopo	A	25	1,994	Yes	Rural area	Coronavirus	5	Contracting the disease	Yes	Yes - tested negative	Yes	true	true	false	false	true	More than 5 times	Yes	Go to doctor	5	Some are open	Yes	Online	Less often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	Decreased	5	true	true	false	true	false	false	false	false	false	false	true	true	false	false	true	true	true	false	true	false	true	null	Consuming more	Stay at home	HDX	2026-04-18
0.760784	1.047883	0.50585	0.40327	2020-04-07T00:00:00	Democratic Republic of the Congo	Male	15-25	Katanga	B	21	1,998	Yes	Urban area	null	1	Travel restrictions	No	No	Yes	true	false	false	false	false	More than 5 times	Yes	Go to hospital	1	Most are closed	Yes	Discounters	Same as usual [no change]	Smaller packsize than usual	Yes	Purchase your usual brand	Increased	1	true	false	false	false	false	true	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	null	Consuming less	null	HDX	2026-04-18
1	1	1	1	2020-04-06T00:00:00	South Africa	Male	15-25	Limpopo	A	23	1,996	Yes	Urban area	Coronavirus	5	Global infections	Yes	Yes - tested positive	Yes	false	false	true	false	false	3-5 times	Yes	Go to hospital	5	Most are closed	Yes	Supermarkets	More often than usual	Bigger packsize than usual	Yes	Purchase your usual brand	Decreased	5	false	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	Media outlets	Consuming more	Stay safe and in doors	HDX	2026-04-18
0.970297	1.044776	1	1.013743	2020-04-02T00:00:00	Nigeria	Male	26-35	Plateau	C2	33	1,986	Yes	Urban area	Lock down of business	5	Economic impact	Yes	No	Yes	true	false	true	false	true	3-5 times	Yes	Go to doctor	5	Most are closed	Yes	Supermarkets	More often than usual	Bigger packsize than usual	Yes	Switch to an alterative brand because it is cheaper	Decreased	3	true	false	false	false	false	false	false	false	true	true	true	true	true	true	false	false	false	false	true	false	false	null	Consuming more	Board games, and family	HDX	2026-04-18

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