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Datasets:
electricsheepasia
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asia-worldbank-private-sector

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Tags:
asia
world-bank
wdi
private-sector
tabular
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pandas
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indicator_id
stringclasses
107 values
indicator_name
stringclasses
107 values
country_iso2
stringclasses
48 values
country_iso3
stringclasses
48 values
country_name
stringclasses
48 values
year
int64
1.96k
2.03k
value
float64
-42.77
3,577B
unit
stringclasses
1 value
obs_status
stringclasses
1 value
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,020
9.043845
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,019
9.918134
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,018
11.638305
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,017
8.580682
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,016
9.052921
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,015
10.742679
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,014
13.866416
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,013
11.942404
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,012
18.250447
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,011
23.334223
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,010
20.265308
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,009
20.562137
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AF
AFG
Afghanistan
2,008
20.211726
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,024
39.479105
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,023
39.769746
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,022
36.652843
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,021
22.602958
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,020
17.02325
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,019
36.809172
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,018
35.27009
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,017
33.693061
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,016
31.044149
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,015
29.589642
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,014
28.889231
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,013
28.453256
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,012
27.3599
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,011
26.494308
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,010
24.698452
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,009
21.365457
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,008
17.028239
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,007
18.665737
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,006
19.982312
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,005
20.573962
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,004
23.725101
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,003
21.73343
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,002
20.876744
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,001
23.040664
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
2,000
18.083026
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,999
18.100215
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,998
16.920547
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,997
17.270447
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,996
13.966191
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,995
7.068752
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,994
4.81354
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AM
ARM
Armenia
1,993
5.504749
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,024
24.614662
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,023
20.579101
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,022
16.283493
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,021
17.901672
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,020
19.163302
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,019
21.430483
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,018
24.480099
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,017
31.214201
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,016
31.402266
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,015
24.713202
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,014
19.516114
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,013
16.789051
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,012
17.563625
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,011
13.467221
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,010
12.139833
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,009
13.03691
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,008
11.431132
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,007
14.646605
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,006
18.606034
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,005
25.671209
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,004
37.699206
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,003
34.006206
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,002
26.714714
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,001
16.726703
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
2,000
14.115897
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
1,999
16.194406
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
1,998
23.22023
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
1,997
26.947308
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
1,996
18.578518
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
AZ
AZE
Azerbaijan
1,995
19.732712
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,024
62.405226
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,023
59.735299
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,022
54.894357
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,021
58.312364
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,020
59.015432
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,019
50.387954
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,018
50.176911
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,017
51.4654
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,016
54.589094
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,015
48.287807
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,014
44.102897
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,013
45.979696
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,012
44.979964
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,011
16.962247
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,010
22.898984
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,009
24.291662
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,008
23.125381
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,007
24.766599
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,006
27.384898
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,005
28.625506
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,004
30.617739
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,003
20.370201
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,002
21.954672
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,001
20.011963
BG.GSR.NFSV.GD.ZS
Trade in services (% of GDP)
BH
BHR
Bahrain
2,000
19.176375
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Private Sector — Asia

Source: World Bank World Development Indicators Topic: Private Sector Coverage: 48 Asia countries · 1960–2025 · 149,885 rows Indicators: 123

About

The World Bank's World Development Indicators (WDI) is the most comprehensive source of global development data. This dataset contains the Private Sector topic filtered to all available Asia countries (ISO3-coded), repackaged in ML-ready Parquet by Electric Sheep Asia.

Schema

  • indicator_id — WDI indicator code (e.g., SP.POP.TOTL)
  • indicator_name — human-readable indicator name
  • country_iso2 / country_iso3 / country_name — geography
  • year — observation year
  • value — indicator value
  • unit — units (often empty in WB data)
  • obs_status — observation status flags

Usage 

from datasets import load_dataset
ds = load_dataset("electricsheepasia/asia-worldbank-private-sector")
df = ds["train"].to_pandas()

License

CC BY 4.0 — World Bank open data with attribution. Cite: World Bank, World Development Indicators.
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