A forecasting package for World Bank indicators. Here are a couple figures generated with the corresponding command.
If you are not sure, run generate.sh for a randomly generated command: bash generate.sh
https://datahelpdesk.worldbank.org/knowledgebase/topics/125589-developer-information
python main.py usa chn rus gdp internet
python main.py can mex usa export import
python main.py help
| command | description | syntax | units |
|---|---|---|---|
| countries | country codes | countries | |
| electricity | electricity access | electricity <country_code> | % |
| export | goods and services exported | export <country_code> | $ |
| gdp | gross domestic product | gdp <country_code> | $ |
| help | programmed commands | help | |
| import | goods and services imported | import <country_code> | $ |
| internet | broadband subscriptions | internet <country_code> | |
| land | land for agriculture | land | % |
| population | population size | population | |
| unemployment | unemployed seeking employment | unemployment <country_code> | % |
python main.py countries
| code | country |
|---|---|
| abw | Aruba |
| afe | Africa Eastern and Southern |
| afg | Afghanistan |
| afr | Africa |
| afw | Africa Western and Central |
| ago | Angola |
| alb | Albania |
| and | Andorra |
| arb | Arab World |
| are | United Arab Emirates |
| arg | Argentina |
| arm | Armenia |
| asm | American Samoa |
| atg | Antigua and Barbuda |
| aus | Australia |
| aut | Austria |
| aze | Azerbaijan |
| bdi | Burundi |
| bea | East Asia & Pacific (IBRD-only countries) |
| bec | Europe & Central Asia (IBRD-only countries) |
| bel | Belgium |
| ben | Benin |
| bfa | Burkina Faso |
| bgd | Bangladesh |
| bgr | Bulgaria |
| bhi | IBRD countries classified as high income |
| bhr | Bahrain |
| bhs | Bahamas, The |
| bih | Bosnia and Herzegovina |
| bla | Latin America & the Caribbean (IBRD-only countries) |
| blr | Belarus |
| blz | Belize |
| bmn | Middle East & North Africa (IBRD-only countries) |
| bmu | Bermuda |
| bol | Bolivia |
| bra | Brazil |
| brb | Barbados |
| brn | Brunei Darussalam |
| bss | Sub-Saharan Africa (IBRD-only countries) |
| btn | Bhutan |
| bwa | Botswana |
| caa | Sub-Saharan Africa (IFC classification) |
| caf | Central African Republic |
| can | Canada |
| cea | East Asia and the Pacific (IFC classification) |
| ceb | Central Europe and the Baltics |
| ceu | Europe and Central Asia (IFC classification) |
| che | Switzerland |
| chi | Channel Islands |
| chl | Chile |
| chn | China |
| civ | Cote d'Ivoire |
| cla | Latin America and the Caribbean (IFC classification) |
| cme | Middle East and North Africa (IFC classification) |
| cmr | Cameroon |
| cod | Congo, Dem. Rep. |
| cog | Congo, Rep. |
| col | Colombia |
| com | Comoros |
| cpv | Cabo Verde |
| cri | Costa Rica |
| csa | South Asia (IFC classification) |
| css | Caribbean small states |
| cub | Cuba |
| cuw | Curacao |
| cym | Cayman Islands |
| cyp | Cyprus |
| cze | Czechia |
| dea | East Asia & Pacific (IDA-eligible countries) |
| dec | Europe & Central Asia (IDA-eligible countries) |
| deu | Germany |
| dfs | IDA countries classified as Fragile Situations |
| dji | Djibouti |
| dla | Latin America & the Caribbean (IDA-eligible countries) |
| dma | Dominica |
| dmn | Middle East & North Africa (IDA-eligible countries) |
| dnf | IDA countries not classified as Fragile Situations |
| dnk | Denmark |
| dns | IDA countries in Sub-Saharan Africa not classified as fragile situations |
| dom | Dominican Republic |
| dsa | South Asia (IDA-eligible countries) |
| dsf | IDA countries in Sub-Saharan Africa classified as fragile situations |
| dss | Sub-Saharan Africa (IDA-eligible countries) |
| dza | Algeria |
| eap | East Asia & Pacific (excluding high income) |
| ear | Early-demographic dividend |
| eas | East Asia & Pacific |
| eca | Europe & Central Asia (excluding high income) |
| ecs | Europe & Central Asia |
| ecu | Ecuador |
| egy | Egypt, Arab Rep. |
| emu | Euro area |
| eri | Eritrea |
| esp | Spain |
| est | Estonia |
| eth | Ethiopia |
| euu | European Union |
| fcs | Fragile and conflict affected situations |
| fin | Finland |
| fji | Fiji |
| fra | France |
| fro | Faroe Islands |
| fsm | Micronesia, Fed. Sts. |
| fxs | IDA countries classified as fragile situations, excluding Sub-Saharan Africa |
| gab | Gabon |
| gbr | United Kingdom |
| geo | Georgia |
| gha | Ghana |
| gib | Gibraltar |
| gin | Guinea |
| gmb | Gambia, The |
| gnb | Guinea-Bissau |
| gnq | Equatorial Guinea |
| grc | Greece |
| grd | Grenada |
| grl | Greenland |
| gtm | Guatemala |
| gum | Guam |
| guy | Guyana |
| hic | High income |
| hkg | Hong Kong SAR, China |
| hnd | Honduras |
| hpc | Heavily indebted poor countries (HIPC) |
| hrv | Croatia |
| hti | Haiti |
| hun | Hungary |
| ibb | IBRD, including blend |
| ibd | IBRD only |
| ibt | IDA & IBRD total |
| ida | IDA total |
| idb | IDA blend |
| idn | Indonesia |
| idx | IDA only |
| imn | Isle of Man |
| ind | India |
| inx | Not classified |
| irl | Ireland |
| irn | Iran, Islamic Rep. |
| irq | Iraq |
| isl | Iceland |
| isr | Israel |
| ita | Italy |
| jam | Jamaica |
| jor | Jordan |
| jpn | Japan |
| kaz | Kazakhstan |
| ken | Kenya |
| kgz | Kyrgyz Republic |
| khm | Cambodia |
| kir | Kiribati |
| kna | St. Kitts and Nevis |
| kor | Korea, Rep. |
| kwt | Kuwait |
| lac | Latin America & Caribbean (excluding high income) |
| lao | Lao PDR |
| lbn | Lebanon |
| lbr | Liberia |
| lby | Libya |
| lca | St. Lucia |
| lcn | Latin America & Caribbean |
| ldc | Least developed countries: UN classification |
| lic | Low income |
| lie | Liechtenstein |
| lka | Sri Lanka |
| lmc | Lower middle income |
| lmy | Low & middle income |
| lso | Lesotho |
| lte | Late-demographic dividend |
| ltu | Lithuania |
| lux | Luxembourg |
| lva | Latvia |
| mac | Macao SAR, China |
| maf | St. Martin (French part) |
| mar | Morocco |
| mco | Monaco |
| mda | Moldova |
| mde | Middle East (developing only) |
| mdg | Madagascar |
| mdv | Maldives |
| mea | Middle East & North Africa |
| mex | Mexico |
| mhl | Marshall Islands |
| mic | Middle income |
| mkd | North Macedonia |
| mli | Mali |
| mlt | Malta |
| mmr | Myanmar |
| mna | Middle East & North Africa (excluding high income) |
| mne | Montenegro |
| mng | Mongolia |
| mnp | Northern Mariana Islands |
| moz | Mozambique |
| mrt | Mauritania |
| mus | Mauritius |
| mwi | Malawi |
| mys | Malaysia |
| nac | North America |
| naf | North Africa |
| nam | Namibia |
| ncl | New Caledonia |
| ner | Niger |
| nga | Nigeria |
| nic | Nicaragua |
| nld | Netherlands |
| nor | Norway |
| npl | Nepal |
| nrs | Non-resource rich Sub-Saharan Africa countries |
| nru | Nauru |
| nxs | IDA countries not classified as fragile situations, excluding Sub-Saharan Africa |
| nzl | New Zealand |
| oed | OECD members |
| omn | Oman |
| oss | Other small states |
| pak | Pakistan |
| pan | Panama |
| per | Peru |
| phl | Philippines |
| plw | Palau |
| png | Papua New Guinea |
| pol | Poland |
| pre | Pre-demographic dividend |
| pri | Puerto Rico |
| prk | Korea, Dem. People's Rep. |
| prt | Portugal |
| pry | Paraguay |
| pse | West Bank and Gaza |
| pss | Pacific island small states |
| pst | Post-demographic dividend |
| pyf | French Polynesia |
| qat | Qatar |
| rou | Romania |
| rrs | Resource rich Sub-Saharan Africa countries |
| rus | Russian Federation |
| rwa | Rwanda |
| sas | South Asia |
| sau | Saudi Arabia |
| sdn | Sudan |
| sen | Senegal |
| sgp | Singapore |
| slb | Solomon Islands |
| sle | Sierra Leone |
| slv | El Salvador |
| smr | San Marino |
| som | Somalia |
| srb | Serbia |
| ssa | Sub-Saharan Africa (excluding high income) |
| ssd | South Sudan |
| ssf | Sub-Saharan Africa |
| sst | Small states |
| stp | Sao Tome and Principe |
| sur | Suriname |
| svk | Slovak Republic |
| svn | Slovenia |
| swe | Sweden |
| swz | Eswatini |
| sxm | Sint Maarten (Dutch part) |
| sxz | Sub-Saharan Africa excluding South Africa |
| syc | Seychelles |
| syr | Syrian Arab Republic |
| tca | Turks and Caicos Islands |
| tcd | Chad |
| tea | East Asia & Pacific (IDA & IBRD countries) |
| tec | Europe & Central Asia (IDA & IBRD countries) |
| tgo | Togo |
| tha | Thailand |
| tjk | Tajikistan |
| tkm | Turkmenistan |
| tla | Latin America & the Caribbean (IDA & IBRD countries) |
| tls | Timor-Leste |
| tmn | Middle East & North Africa (IDA & IBRD countries) |
| ton | Tonga |
| tsa | South Asia (IDA & IBRD) |
| tss | Sub-Saharan Africa (IDA & IBRD countries) |
| tto | Trinidad and Tobago |
| tun | Tunisia |
| tur | Turkiye |
| tuv | Tuvalu |
| twn | Taiwan, China |
| tza | Tanzania |
| uga | Uganda |
| ukr | Ukraine |
| umc | Upper middle income |
| ury | Uruguay |
| usa | United States |
| uzb | Uzbekistan |
| vct | St. Vincent and the Grenadines |
| ven | Venezuela, RB |
| vgb | British Virgin Islands |
| vir | Virgin Islands (U.S.) |
| vnm | Vietnam |
| vut | Vanuatu |
| wld | World |
| wsm | Samoa |
| xkx | Kosovo |
| xzn | Sub-Saharan Africa excluding South Africa and Nigeria |
| yem | Yemen, Rep. |
| zaf | South Africa |
| zmb | Zambia |
| zwe | Zimbabwe |