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REF_AREA
stringclasses
48 values
Geographic area
stringclasses
48 values
INDICATOR
stringclasses
8 values
Indicator
stringclasses
8 values
SEX
stringclasses
1 value
Sex
stringclasses
1 value
TIME_PERIOD
int64
2.02k
2.02k
OBS_VALUE
float64
-380.58
8.2k
UNIT_MULTIPLIER
float64
6
6
Unit multiplier
stringclasses
1 value
UNIT_MEASURE
stringclasses
2 values
Unit of measure
stringclasses
2 values
DATA_SOURCE
stringclasses
1 value
AGE
stringclasses
1 value
Current age
stringclasses
1 value
AFG
Afghanistan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
8.202472
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ARM
Armenia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.702664
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
AZE
Azerbaijan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
10.788628
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BHR
Bahrain
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.296
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BGD
Bangladesh
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
12.012
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BTN
Bhutan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
17.799999
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BRN
Brunei Darussalam
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
11.44195
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KHM
Cambodia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
15.736
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CHN
China
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
10.504903
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CYP
Cyprus
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
12.73621
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
GEO
Georgia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
12.174598
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IND
India
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
14.647
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IDN
Indonesia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
13.932614
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IRN
Iran (Islamic Republic of)
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
21.865891
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ISR
Israel
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
18.427507
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
JPN
Japan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
7.427923
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
JOR
Jordan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.58022
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KAZ
Kazakhstan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
24.087132
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KGZ
Kyrgyzstan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
20.981249
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LAO
Lao People's Democratic Republic
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.075
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LBN
Lebanon
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.898
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MYS
Malaysia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
20.15
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MDV
Maldives
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
10.85
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MNG
Mongolia
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.987043
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MMR
Myanmar
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.820048
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
NPL
Nepal
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
12.822029
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
OMN
Oman
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
14.14005
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
PAK
Pakistan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
7.817
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
PHL
Philippines
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
15.696
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
QAT
Qatar
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
9.31911
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KOR
Republic of Korea
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
14.31
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
SGP
Singapore
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
13.06482
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LKA
Sri Lanka
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
8.678
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TJK
Tajikistan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
20.40313
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
THA
Thailand
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
11.876247
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TLS
Timor-Leste
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
7.471
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TKM
Turkmenistan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
28.597469
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TUR
Türkiye
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
8.778811
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ARE
United Arab Emirates
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
14.75561
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
UZB
Uzbekistan
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
21.432508
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
VNM
Viet Nam
ECON_GVT_EDU_EXP_PTEXP
government expenditure on education (% government budget)
_T
Total
2,024
15.449
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
AFG
Afghanistan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.34319
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ARM
Armenia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.49327
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
AZE
Azerbaijan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.904
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BHR
Bahrain
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.987
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BGD
Bangladesh
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.051
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BTN
Bhutan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
8.142
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BRN
Brunei Darussalam
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.42541
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KHM
Cambodia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.671
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CHN
China
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.298388
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CYP
Cyprus
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
5.483182
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
GEO
Georgia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.81285
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IND
India
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.635
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IDN
Indonesia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.420126
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IRN
Iran (Islamic Republic of)
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.66998
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ISR
Israel
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
6.46
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
JPN
Japan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.46
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
JOR
Jordan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.24027
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KAZ
Kazakhstan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.205
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KGZ
Kyrgyzstan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
7.959
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LAO
Lao People's Democratic Republic
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.394
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LBN
Lebanon
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.67
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MYS
Malaysia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.506
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MDV
Maldives
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.581
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MNG
Mongolia
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.258
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
MMR
Myanmar
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.13987
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
NPL
Nepal
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.649
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
OMN
Oman
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
4.19908
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
PAK
Pakistan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.687
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
PHL
Philippines
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.58
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
QAT
Qatar
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.23367
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KOR
Republic of Korea
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
5.4
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
SGP
Singapore
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.389
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
LKA
Sri Lanka
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
1.2
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
PSE
State of Palestine
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
5.43442
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TJK
Tajikistan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
5.447
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
THA
Thailand
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.613
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TLS
Timor-Leste
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.974
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TKM
Turkmenistan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.77978
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
TUR
Türkiye
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.61521
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ARE
United Arab Emirates
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
3.8955
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
UZB
Uzbekistan
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
5.284
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
VNM
Viet Nam
ECON_GVT_EDU_EXP_PTGDP
government expenditure on education (% GDP)
_T
Total
2,024
2.898
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
AFG
Afghanistan
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
21.845492
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ARM
Armenia
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
14.072736
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
AZE
Azerbaijan
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
14.012951
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BHR
Bahrain
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
15.80896
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BGD
Bangladesh
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
5.66517
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BTN
Bhutan
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
21.01733
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
BRN
Brunei Darussalam
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
22.818047
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
KHM
Cambodia
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
8.129346
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CHN
China
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
16.050124
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
CYP
Cyprus
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
19.149716
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
GEO
Georgia
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
12.689812
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IND
India
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
10.499145
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IDN
Indonesia
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
7.445394
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IRN
Iran (Islamic Republic of)
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
13.210883
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
IRQ
Iraq
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
17.717309
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
ISR
Israel
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
22.409893
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
JPN
Japan
ECON_GVT_EXP_PTGDP
government expenditure (% GDP)
_T
Total
2,024
21.59702
null
null
PCNT
%
World Bank World Developent Indicators
_T
Total
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Economy — Africa

Source: UNICEF Data Warehouse Theme: ECON (economy) Publisher: United Nations Children's Fund (UNICEF) Coverage: 48 Asian countries · 2024–2024 · 405 rows Indicators: 12

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 economy theme filtered to all 54 African countries (ISO3-coded), repackaged in ML-ready Parquet by Electric Sheep Asia.

Schema

Column Type
REF_AREA string
Geographic area string
INDICATOR string
Indicator string
SEX string
Sex string
TIME_PERIOD int64
OBS_VALUE float64
UNIT_MULTIPLIER float64
Unit multiplier string
UNIT_MEASURE string
Unit of measure 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/asia-unicef-economy")
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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