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sample/DICTIONARY.md ADDED
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+ # Data Dictionary — AF-MACRO
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+
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+ _Generated 2026-07-23._
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+
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+ | Field | Type | Definition |
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+ |---|---|---|
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+ | `country_iso3` | string | ISO-3 country code. |
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+ | `country_name` | string | Country name. |
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+ | `indicator_code` | string | World Bank indicator code (e.g. FP.CPI.TOTL.ZG). |
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+ | `indicator_name` | string | Human-readable indicator name. |
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+ | `year` | integer | Observation year. |
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+ | `value` | number | Indicator value for the country-year. |
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+ | `source_ref` | string | World Bank series reference (S013:worldbank/<code>). |
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+ | `license_class` | string | License Register code (S013, CC BY 4.0). |
sample/LICENSE.txt ADDED
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+ DATA LICENSE
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+
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+ This dataset is licensed to the recipient for commercial use, subject to the terms of the sources it is derived from (each licensed for such use) and the delivery agreement.
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+
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+ Sources and their license basis:
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+ - S013 World Bank Open Data: CC BY 4.0 (open data, incl. commercial use) (conditions: Attribution to World Bank; indicator values only (public statistics, no natural persons))
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+
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+ Attribution is provided per each source's conditions. This product contains NO natural-person data (directors, shareholders, contacts). Every record carries its source class and observation time for full provenance.
sample/MANIFEST.json ADDED
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+ {
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+ "sku": "AF-MACRO",
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+ "tier": "sample",
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+ "generated_at": "2026-07-23",
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+ "row_counts": {
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+ "gold_macro": 100
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+ },
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+ "files": [
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+ "DICTIONARY.md",
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+ "LICENSE.txt",
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+ "PROVENANCE.md",
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+ "README.md",
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+ "data/gold_macro.csv",
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+ "data/gold_macro.parquet",
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+ "metrics.json"
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+ ]
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+ }
sample/PROVENANCE.md ADDED
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+ # Provenance Annex — AF-MACRO
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+
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+ _Generated 2026-07-23. The sources below are the `license_class` values present in this SKU's gold export; each is licensed for the stated use._
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+
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+ | Source | License / basis | Conditions honored | Access |
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+ |---|---|---|---|
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+ | S013 — World Bank Open Data | CC BY 4.0 (open data, incl. commercial use) | Attribution to World Bank; indicator values only (public statistics, no natural persons) | REST API (no key) |
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+
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+ ## Attribution
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+
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+ This product contains data derived from the sources above under their stated licenses; attribution is provided per each source's conditions. No natural-person data is included (hard rule #1). Every gold record carries `license_class`, `observed_at`, and a source reference, so any source can be surgically removed if its terms change.
sample/README.md ADDED
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+ # AF-MACRO — sample package
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+
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+ License-clean African & emerging-markets company data — point-in-time, provenance-documented. See PROVENANCE.md and LICENSE.txt.
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+
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+ ## Quickstart
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+
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+ ```python
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+ import duckdb, pandas as pd
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+ df = duckdb.sql("select * from 'data/gold_fundamentals.parquet'").df() # or read_csv
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+ df = pd.read_parquet('data/gold_fundamentals.parquet')
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+ ```
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+
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+ Excel: open any `data/*.csv` directly. Fields are documented in DICTIONARY.md; coverage and freshness in metrics.json.
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+
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+ > This is a truncated free SAMPLE. Full history is in the paid tiers.
sample/data/gold_macro.csv ADDED
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1
+ country_iso3,country_name,indicator_code,indicator_name,year,value,observed_at,source_ref,license_class
2
+ CIV,Cote d'Ivoire,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2020,712915894.481616,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
3
+ CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2010,10.213762113664,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
4
+ CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2015,11.1757327985719,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
5
+ CIV,Cote d'Ivoire,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2023,13.0371915910548,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
6
+ CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2010,1120.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
7
+ CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2015,1880.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
8
+ CIV,Cote d'Ivoire,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2023,2510.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
9
+ CIV,Cote d'Ivoire,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2020,2.588,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
10
+ CIV,Cote d'Ivoire,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2012,56.57,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
11
+ EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2010,6385600000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
12
+ EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2015,6925200000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
13
+ EGY,"Egypt, Arab Rep.",BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2023,9840600000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
14
+ EGY,"Egypt, Arab Rep.",NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2017,2880.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
15
+ EGY,"Egypt, Arab Rep.",NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2022,4040.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
16
+ EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,69.078,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
17
+ EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,70.135,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
18
+ EGY,"Egypt, Arab Rep.",SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,71.633,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
19
+ EGY,"Egypt, Arab Rep.",SP.POP.TOTL,"Population, total",2021,110957008.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
20
+ ETH,Ethiopia,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2013,1343876023.73137,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
21
+ ETH,Ethiopia,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2019,2548743427.35753,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
22
+ ETH,Ethiopia,NY.GDP.MKTP.CD,GDP (current US$),2021,109070960370.972,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
23
+ ETH,Ethiopia,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2016,9.43348265981905,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
24
+ ETH,Ethiopia,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2017,670.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
25
+ ETH,Ethiopia,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2022,960.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
26
+ ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2010,2.295,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
27
+ ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2015,2.442,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
28
+ ETH,Ethiopia,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2023,3.375,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
29
+ ETH,Ethiopia,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2020,65.969,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
30
+ GHA,Ghana,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2017,3254990000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
31
+ GHA,Ghana,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2022,1428411737.133,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
32
+ GHA,Ghana,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2020,9.88728956269944,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
33
+ GHA,Ghana,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2017,11.5770312754335,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
34
+ GHA,Ghana,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2022,12.2975358059171,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
35
+ GHA,Ghana,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2020,0.513941670628171,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
36
+ GHA,Ghana,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2012,1490.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
37
+ GHA,Ghana,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2024,14.1819416666667,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
38
+ GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2010,5.384,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
39
+ GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2015,6.806,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
40
+ GHA,Ghana,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2023,2.829,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
41
+ GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,61.297,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
42
+ GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,63.175,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
43
+ GHA,Ghana,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,65.498,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
44
+ KEN,Kenya,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2016,469533310.683932,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
45
+ KEN,Kenya,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2011,14.0224913014704,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
46
+ KEN,Kenya,FR.INR.RINR,Real interest rate (%),2020,6.71463440906742,2026-07-22 11:14:52.470017+02,S013:worldbank/FR.INR.RINR,S013
47
+ KEN,Kenya,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2011,21.5494770708279,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
48
+ KEN,Kenya,NY.GDP.MKTP.CD,GDP (current US$),2013,61671440407.8387,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
49
+ KEN,Kenya,NY.GDP.MKTP.CD,GDP (current US$),2019,100378436207.371,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
50
+ KEN,Kenya,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2011,5.1211061197056,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
51
+ KEN,Kenya,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2013,86.1228788982654,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
52
+ KEN,Kenya,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2019,101.99129838935,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
53
+ KEN,Kenya,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2020,5.613,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
54
+ KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2010,60.915,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
55
+ KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2015,62.279,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
56
+ KEN,Kenya,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2023,63.646,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
57
+ KEN,Kenya,SP.POP.TOTL,"Population, total",2012,43888303.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
58
+ MAR,Morocco,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2020,30.7941069539783,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
59
+ MAR,Morocco,NY.GDP.MKTP.CD,GDP (current US$),2020,121353645057.144,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
60
+ MAR,Morocco,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2014,3330.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
61
+ MAR,Morocco,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2018,3380.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
62
+ MAR,Morocco,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,73.385,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
63
+ MAR,Morocco,SP.POP.TOTL,"Population, total",2012,33355241.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
64
+ NGA,Nigeria,NY.GDP.MKTP.CD,GDP (current US$),2024,252261880140.271,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
65
+ NGA,Nigeria,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2014,6.30971865521856,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
66
+ NGA,Nigeria,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2018,1.92275734199798,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
67
+ NGA,Nigeria,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2012,3.761,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
68
+ NGA,Nigeria,SP.POP.TOTL,"Population, total",2014,185896915.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
69
+ NGA,Nigeria,SP.POP.TOTL,"Population, total",2018,204938755.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
70
+ RWA,Rwanda,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2021,14.2399233769806,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
71
+ RWA,Rwanda,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2011,12.7825549476213,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
72
+ RWA,Rwanda,NY.GDP.MKTP.CD,GDP (current US$),2016,8596812240.52305,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
73
+ RWA,Rwanda,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,66.85,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
74
+ RWA,Rwanda,SP.POP.TOTL,"Population, total",2011,10573733.0,2026-07-22 11:14:52.452271+02,S013:worldbank/SP.POP.TOTL,S013
75
+ SEN,Senegal,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2024,2016428880.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
76
+ SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2010,1.22868119673344,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
77
+ SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2015,0.135211933635165,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
78
+ SEN,Senegal,FP.CPI.TOTL.ZG,"Inflation, consumer prices (annual %)",2023,5.93947798773215,2026-07-22 11:14:52.44472+02,S013:worldbank/FP.CPI.TOTL.ZG,S013
79
+ SEN,Senegal,FR.INR.RINR,Real interest rate (%),2016,4.29827404488885,2026-07-22 11:14:52.470017+02,S013:worldbank/FR.INR.RINR,S013
80
+ SEN,Senegal,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2018,16.3782524667298,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
81
+ SEN,Senegal,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2020,20.7005528555706,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
82
+ SEN,Senegal,NY.GDP.MKTP.CD,GDP (current US$),2014,19797253440.2679,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
83
+ SEN,Senegal,NY.GDP.MKTP.CD,GDP (current US$),2018,23116701556.1381,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
84
+ SEN,Senegal,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2011,1.33409107961258,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
85
+ SEN,Senegal,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2024,1630.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
86
+ SEN,Senegal,SP.DYN.LE00.IN,"Life expectancy at birth, total (years)",2021,66.868,2026-07-22 11:14:52.525339+02,S013:worldbank/SP.DYN.LE00.IN,S013
87
+ TZA,Tanzania,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2017,937700000.0,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
88
+ TZA,Tanzania,BX.KLT.DINV.CD.WD,"Foreign direct investment, net inflows (BoP, current US$)",2022,1437575169.471,2026-07-22 11:14:52.498318+02,S013:worldbank/BX.KLT.DINV.CD.WD,S013
89
+ TZA,Tanzania,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2017,11.8367190192838,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
90
+ TZA,Tanzania,GC.TAX.TOTL.GD.ZS,Tax revenue (% of GDP),2022,11.7926807934669,2026-07-22 11:14:52.517015+02,S013:worldbank/GC.TAX.TOTL.GD.ZS,S013
91
+ TZA,Tanzania,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2013,19.0127876013666,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
92
+ TZA,Tanzania,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2019,16.0367461484986,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
93
+ TZA,Tanzania,NY.GDP.MKTP.CD,GDP (current US$),2024,79235713444.9777,2026-07-22 11:14:49.262769+02,S013:worldbank/NY.GDP.MKTP.CD,S013
94
+ TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2010,720.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
95
+ TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2015,970.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
96
+ TZA,Tanzania,NY.GNP.PCAP.CD,"GNI per capita, Atlas method (current US$)",2023,1220.0,2026-07-22 11:14:52.461+02,S013:worldbank/NY.GNP.PCAP.CD,S013
97
+ TZA,Tanzania,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2013,1597.55583333333,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
98
+ TZA,Tanzania,PA.NUS.FCRF,"Official exchange rate (LCU per US$, period average)",2019,2288.20666666667,2026-07-22 11:14:52.509125+02,S013:worldbank/PA.NUS.FCRF,S013
99
+ TZA,Tanzania,SL.UEM.TOTL.ZS,"Unemployment, total (% of total labor force) (modeled ILO estimate)",2016,1.931,2026-07-22 11:14:52.478754+02,S013:worldbank/SL.UEM.TOTL.ZS,S013
100
+ UGA,Uganda,NE.EXP.GNFS.ZS,Exports of goods and services (% of GDP),2024,16.7575931152554,2026-07-22 11:14:52.48928+02,S013:worldbank/NE.EXP.GNFS.ZS,S013
101
+ UGA,Uganda,NY.GDP.MKTP.KD.ZG,GDP growth (annual %),2024,6.05558075875589,2026-07-22 11:14:52.435869+02,S013:worldbank/NY.GDP.MKTP.KD.ZG,S013
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