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