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Geographic area
stringlengths
6
22
INDICATOR
stringlengths
7
25
Indicator
stringlengths
18
110
SEX
stringclasses
3 values
Sex
stringclasses
3 values
TIME_PERIOD
int64
2.01k
2.02k
OBS_VALUE
float64
0
59.7
UNIT_MEASURE
stringclasses
2 values
Unit of measure
stringclasses
2 values
OBS_FOOTNOTE
stringclasses
2 values
DATA_SOURCE
stringclasses
5 values
AGE
stringclasses
1 value
Current age
stringclasses
1 value
ALB
Albania
PV_ADOLESCENT
Adolescent poverty
F
Female
2,017
32.097912
PCNT
%
Moderate
DHS 2017-2018
_T
Total
BIH
Bosnia and Herzegovina
PV_ADOLESCENT
Adolescent poverty
F
Female
2,011
13.15085
PCNT
%
Moderate
MICS 2011-2012
_T
Total
MDA
Republic of Moldova
PV_ADOLESCENT
Adolescent poverty
F
Female
2,012
59.697741
PCNT
%
Moderate
MICS 2012
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-HS
Average number of deprivations suffered per child. Homogeneous moderate standards
F
Female
2,017
0.365454
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-HS
Average number of deprivations suffered per child. Homogeneous moderate standards
M
Male
2,017
0.357279
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-HS
Average number of deprivations suffered per child. Homogeneous moderate standards
_T
Total
2,017
0.361314
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous moderate standards
F
Female
2,017
1.110623
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous moderate standards
M
Male
2,017
1.123786
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous moderate standards
_T
Total
2,017
1.117176
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-S-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous severe standards
F
Female
2,017
1.028765
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-S-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous severe standards
M
Male
2,017
1.045034
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-POV-S-HS
Average number of deprivations for children suffering at least one deprivation. Homogeneous severe standards
_T
Total
2,017
1.036377
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-S-HS
Average number of deprivations suffered per child. Homogeneous severe standards
F
Female
2,017
0.078751
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-S-HS
Average number of deprivations suffered per child. Homogeneous severe standards
M
Male
2,017
0.068569
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-AVG-S-HS
Average number of deprivations suffered per child. Homogeneous severe standards
_T
Total
2,017
0.073595
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous moderate standards
F
Female
2,017
29.392614
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous moderate standards
M
Male
2,017
27.98823
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous moderate standards
_T
Total
2,017
28.681454
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous moderate standards
F
Female
2,017
3.385348
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous moderate standards
M
Male
2,017
3.683675
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous moderate standards
_T
Total
2,017
3.536416
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous moderate standards
F
Female
2,017
0.12737
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous moderate standards
M
Male
2,017
0.109773
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous moderate standards
_T
Total
2,017
0.118459
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous moderate standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous moderate standards
M
Male
2,017
0.010749
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous moderate standards
_T
Total
2,017
0.005443
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous moderate standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous moderate standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous moderate standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L1-HS
Percentage children suffering at least one deprivation. Homogeneous moderate standards
F
Female
2,017
32.905331
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L1-HS
Percentage children suffering at least one deprivation. Homogeneous moderate standards
M
Male
2,017
31.792427
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L1-HS
Percentage children suffering at least one deprivation. Homogeneous moderate standards
_T
Total
2,017
32.341774
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L2-HS
Percentage children suffering at least two deprivation. Homogeneous moderate standards
F
Female
2,017
3.512717
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L2-HS
Percentage children suffering at least two deprivation. Homogeneous moderate standards
M
Male
2,017
3.804197
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L2-HS
Percentage children suffering at least two deprivation. Homogeneous moderate standards
_T
Total
2,017
3.660319
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L3-HS
Percentage children suffering at least three deprivation. Homogeneous moderate standards
F
Female
2,017
0.12737
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L3-HS
Percentage children suffering at least three deprivation. Homogeneous moderate standards
M
Male
2,017
0.120523
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L3-HS
Percentage children suffering at least three deprivation. Homogeneous moderate standards
_T
Total
2,017
0.123902
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L4-HS
Percentage children suffering at least four deprivation. Homogeneous moderate standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L4-HS
Percentage children suffering at least four deprivation. Homogeneous moderate standards
M
Male
2,017
0.010749
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L4-HS
Percentage children suffering at least four deprivation. Homogeneous moderate standards
_T
Total
2,017
0.005443
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L5-HS
Percentage children suffering at least five deprivation. Homogeneous moderate standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L5-HS
Percentage children suffering at least five deprivation. Homogeneous moderate standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-L5-HS
Percentage children suffering at least five deprivation. Homogeneous moderate standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous severe standards
F
Female
2,017
7.43472
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous severe standards
M
Male
2,017
6.28701
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E1-HS
Percentage Children suffering exactly one deprivation. Homogeneous severe standards
_T
Total
2,017
6.853535
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous severe standards
F
Female
2,017
0.220197
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous severe standards
M
Male
2,017
0.253284
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E2-HS
Percentage Children suffering exactly two deprivation. Homogeneous severe standards
_T
Total
2,017
0.236952
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous severe standards
M
Male
2,017
0.021101
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E3-HS
Percentage Children suffering exactly three deprivation. Homogeneous severe standards
_T
Total
2,017
0.010685
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous severe standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E4-HS
Percentage Children suffering exactly four deprivation. Homogeneous severe standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous severe standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-E5-HS
Percentage Children suffering exactly five deprivation. Homogeneous severe standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L1-HS
Percentage children suffering at least one deprivation. Homogeneous severe standards
F
Female
2,017
7.654916
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L1-HS
Percentage children suffering at least one deprivation. Homogeneous severe standards
M
Male
2,017
6.561395
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L1-HS
Percentage children suffering at least one deprivation. Homogeneous severe standards
_T
Total
2,017
7.101172
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L2-HS
Percentage children suffering at least two deprivation. Homogeneous severe standards
F
Female
2,017
0.220197
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L2-HS
Percentage children suffering at least two deprivation. Homogeneous severe standards
M
Male
2,017
0.274385
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L2-HS
Percentage children suffering at least two deprivation. Homogeneous severe standards
_T
Total
2,017
0.247637
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L3-HS
Percentage children suffering at least three deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L3-HS
Percentage children suffering at least three deprivation. Homogeneous severe standards
M
Male
2,017
0.021101
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L3-HS
Percentage children suffering at least three deprivation. Homogeneous severe standards
_T
Total
2,017
0.010685
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L4-HS
Percentage children suffering at least four deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L4-HS
Percentage children suffering at least four deprivation. Homogeneous severe standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L4-HS
Percentage children suffering at least four deprivation. Homogeneous severe standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L5-HS
Percentage children suffering at least five deprivation. Homogeneous severe standards
F
Female
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L5-HS
Percentage children suffering at least five deprivation. Homogeneous severe standards
M
Male
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_DPRV-S-L5-HS
Percentage children suffering at least five deprivation. Homogeneous severe standards
_T
Total
2,017
0
PCNT
%
null
DHS VII
_T
Total
ALB
Albania
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
16.744419
PCNT
%
null
null
_T
Total
BLR
Belarus
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
1.527151
PCNT
%
null
null
_T
Total
BIH
Bosnia and Herzegovina
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
10.687991
PCNT
%
null
null
_T
Total
BGR
Bulgaria
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
24.707798
PCNT
%
null
null
_T
Total
HRV
Croatia
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
20.79137
PCNT
%
null
null
_T
Total
XKX
Kosovo (UNSCR 1244)
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
20.894224
PCNT
%
null
null
_T
Total
MNE
Montenegro
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
21.648579
PCNT
%
null
null
_T
Total
MKD
North Macedonia
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
22.223639
PCNT
%
null
null
_T
Total
MDA
Republic of Moldova
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
4.577532
PCNT
%
null
null
_T
Total
ROU
Romania
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
25.362703
PCNT
%
null
null
_T
Total
RUS
Russian Federation
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
14.529766
PCNT
%
null
null
_T
Total
SRB
Serbia
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
15.771257
PCNT
%
null
null
_T
Total
UKR
Ukraine
PV_CHLD_INCM-PL
Children living in households with income below the national poverty line (as a % of all children)
_T
Total
2,020
0.832422
PCNT
%
null
null
_T
Total
ALB
Albania
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,012
0.777125
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
AUT
Austria
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.77025
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
BLR
Belarus
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,017
0.806375
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
BEL
Belgium
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.7935
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
BIH
Bosnia and Herzegovina
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,011
0.741625
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
BGR
Bulgaria
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,014
0.70075
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
HRV
Croatia
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.7695
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
CZE
Czechia
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.800625
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
DNK
Denmark
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.77875
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
EST
Estonia
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.745125
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
FIN
Finland
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.791375
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
FRA
France
PV_VMIR
Vast Majority Income Ratio
_T
Total
2,015
0.738625
RATIO
Ratio
Estimates are our own for country's whose data on income were available in US$ppp2011 (for comparability purposes)
Calculated from data in World Income Inequality Database (UN-WIDER)
_T
Total
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Poverty — Africa

Source: UNICEF Data Warehouse Theme: PV (poverty) Publisher: United Nations Children's Fund (UNICEF) Coverage: 40 European countries · 2011–2020 · 128 rows Indicators: 27

About

The UNICEF Data Warehouse consolidates child-focused indicators across UNICEF collaborators (WHO, World Bank, JMP, UIS, MICS-derived aggregates, etc.). This dataset contains the poverty theme filtered to all 54 African countries (ISO3-coded), repackaged in ML-ready Parquet by Electric Sheep Europe.

Schema

Column Type
REF_AREA string
Geographic area string
INDICATOR string
Indicator string
SEX string
Sex string
TIME_PERIOD int64
OBS_VALUE float64
UNIT_MEASURE string
Unit of measure string
OBS_FOOTNOTE string
DATA_SOURCE string
AGE string
Current age string

Key columns

  • REF_AREA — ISO3 country code
  • INDICATOR — UNICEF indicator code (see data.unicef.org for definitions)
  • TIME_PERIOD — year of observation
  • OBS_VALUE — indicator value
  • SEX, AGE, RESIDENCE, WEALTH_QUINTILE — disaggregation dimensions where available
  • DATA_SOURCE — survey / administrative source

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/europe-unicef-poverty")
df = ds["train"].to_pandas()

License

CC BY 4.0 — UNICEF open data with attribution. Always cite UNICEF + the DATA_SOURCE/CUSTODIAN/SOURCE_LINK columns embedded in each row for the original survey provider.

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