FactSet Geographic Revenue Exposure

The datasets described herein are proprietary to FactSet Research Systems, Inc. ("FactSet") and may not be copied or distributed. The datasets made available to Quantopian by FactSet are not exhaustive of FactSet's data, products, software, and/or services.

Copyright © 2019 FactSet Research Systems Inc. All rights reserved.

Overview

FactSet Geographic Revenue Exposure data (FactSet GeoRev) provides a highly structured and normalized display of companies’ revenues by geographic region. The Quantopian Community integration of the GeoRev dataset allows you to quickly understand a company’s revenue exposure in regions impacted by geopolitical, macroeconomic, and market risk. By looking at revenue-based geographic exposure, you can analyze the geographic footprint of a company based on sources of revenue versus country of domicile.

FactSet GeoRev data is available via the Pipeline API, which means it can be accessed in Research and the IDE.

Note

Global data is available in Pipeline in Research. The IDE only has access to US equity data at this time.

Properties

  • Coverage: All supported countries on Quantopian
  • Data Frequency: Annual
  • Update Frequency: Daily (updated overnight after each trading day)
  • Timespan: 2004 to present.
  • Point-In-Time Start: November 2018
  • Holdout: 2 years

Methodology

FactSet GeoRev captures data through a proprietary four-level geographic classification structure. First, GeoRev analysts capture country specific data points for any explicit disclosures. Next, an estimation algorithm based on GDP weighting and accounting logic is then applied to solve for any non-explicit disclosures. The result is a consistent, accurate, and flexible dataset that can take a company’s revenues and break them down into geographic categories.

Sourcing

A dedicated GeoRev analyst team sources information from company annual reports and regulatory filings.

Data Capture

GeoRev analysts, aided by advanced data collection and management software, capture the data within a proprietary four-tiered geographic classification structure consisting of countries, areas, regions, and super-regions. The software also features multiple built-in quality and error checking controls.

Note

Areas, regions, and super-region revenue exposures are available as part of the Quantopian Community GeoRev offering. Country-level exposures are not available at this time.

Estimation to Undeclared Regions and Countries

Once the GeoRev taxonomy has been populated with a company’s known regional and country-level exposures, the estimation algorithm uses this data, along with GDP values from IMF and World Bank, to allocate revenues to relevant countries and regions for which exposures were not explicitly reported.

Data Maintenance

FactSet maintains and updates GeoRev on an ongoing basis as companies release their annual financial filings throughout the calendar year. FactSet aims to update all companies’ GeoRev within 30 business days of the availability of annual filings. Geographic revenues for newly listed companies and IPOs are based on information from the prospectus. Nominal GDP data in US dollars is obtained annually from the IMF’s World Economic Outlook Database and the WorldBank who typically publish updated values each spring/summer. FactSet incorporates the GDP values in a timely manner based on the organization’s publication date. Estimated revenue and geographical exposure figures are updated where the underlying GDP values have been revised.

Point-In-Time

Starting in November 2018, GeoRev data is collected and surfaced in a point-in-time fashion on Quantopian. This corresponds to when Quantopian started downloading and storing GeoRev data on a nightly basis. Timestamps for historical data prior to November 2018 are approximated by adding 24 hours to the asof_date of each record.

Usage

Geographic revenue data is accessible via a pipeline DataSetFamily called GeoRev. The result of slicing GeoRev is a pipeline DataSet.

Import

from quantopian.pipeline.data.factset import GeoRev

Example

This example constructs and runs a pipeline that computes the geographic revenue exposure of equities trading in the US (domain=US_EQUITIES). More specifically, the pipeline computes the revenue exposure to two regions: North America and Asia / Pacific. The certainty rank is also retrieved for each revenue exposure estimate. GeoRev is a DataSetFamily, so it needs to be sliced before columns can be accessed. Run in the Research environment.

from quantopian.pipeline import Pipeline
from quantopian.pipeline.data.factset import GeoRev
from quantopian.pipeline.domain import US_EQUITIES
from quantopian.research import run_pipeline

# Revenue exposure to North America and Asia / Pacific.
GeoRevNA = GeoRev.slice('NORTH AMERICA')
GeoRevAP = GeoRev.slice('ASIA-PACIFIC')

# Most recent revenue exposure to North America and Asia / Pacific.
rev_exposure_NA = GeoRevNA.est_pct.latest
rev_exposure_AP = GeoRevAP.est_pct.latest

# Confidence score of most recent revenue exposure.
certainty_rank_NA = GeoRevNA.certainty_rank.latest
certainty_rank_AP = GeoRevAP.certainty_rank.latest

# Add all factors to a pipeline and run it.
pipe = Pipeline(
        columns={
                'rev_exposure_NA': rev_exposure_NA,
                'certainty_rank_NA': certainty_rank_NA,
                'rev_exposure_AP': rev_exposure_AP,
                'certainty_rank_AP': certainty_rank_AP,
        },
        domain=US_EQUITIES,
        screen=(rev_exposure_NA.notnull() & rev_exposure_AP.notnull()),
)

# Run the pipeline for one day and print the first few rows of the result.
df = run_pipeline(pipe, '2017-01-01', '2017-01-01')
print(df.head())

Pipeline Datasets & Columns

Dataset

GeoRev - A pipeline DataSetFamily that provides access to geographic revenue exposure information. In order to use GeoRev data in a pipeline, it must first be sliced to generate a regular pipeline DataSet.

Slices

GeoRev can be sliced along one dimension: region. The result of slicing GeoRev is a pipeline DataSet. Note that slicing GeoRev is required in order to use it in a pipeline.

  • region - Slicing along this dimension creates a dataset of revenue exposure to the specified region. Note that the region argument accepts any of the supported area, region, or super-region codes listed in Table 1 - GeoRev Regions. Slicing by countries is not supported at this time.

Fields

Each slice of GeoRev creates a DataSet with 4 fields (accessible as BoundColumn attributes):

  • est_pct (dtype float64) - Estimated percentage of revenue attributable to the associated region.
  • conf (dtype float64) - A statistical measure of the trustworthiness of the estimates based on inputs. The confidence factor is not fixed and is both region and stock specific. Values range from 0.5 to 1.0, with 1.0 signifying a reported value. The confidence factor is company-specific i.e. it is calculated independently for each company's annual filing/report.
  • certainty_rank (dtype float64) - Indicates the relative reliability of estimates. Ranks are based on multiple factors related to the reported information and the algorithmic estimation such as reliability of the data source. Ranks range from 1 to 80, with 1 indicating the lowest certainty in the estimate, and 80 indicating a reported exposure.
  • asof_date (dtype datetime64[ns]) - The date on which the record was first published.
Table 1: GeoRev Regions
Country Area Code Region Code Super-Region Code
Aaland Island NORTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Afghanistan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Africa and Middle East Unallocated Revenue AFRICA AND MIDDLE EAST UNALLOCATED AREA AFRICA AND MIDDLE EAST UNALLOCATED REGION AFRICA AND MIDDLE EAST
Albania SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Algeria WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
American Samoa PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Americas Unallocated Revenue AMERICAS UNALLOCATED REVENUE AREA AMERICAS UNALLOCATED REVENUE REGION AMERICAS
Andorra WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Angola SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Anguilla CARIBBEAN LATIN AMERICA AMERICAS
Antarctica SOUTH AMERICA LATIN AMERICA AMERICAS
Antigua and Barbuda CARIBBEAN LATIN AMERICA AMERICAS
Argentina SOUTH AMERICA LATIN AMERICA AMERICAS
Armenia SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Aruba CARIBBEAN LATIN AMERICA AMERICAS
Asia/Pacific Unallocated Revenue ASIA-PACIFIC UNALLOCATED AREA ASIA-PACIFIC UNALLOCATED REGION ASIA-PACIFIC
Australia AUSTRALIA AND NEW ZEALAND OCEANIA ASIA-PACIFIC
Austria WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Azerbaijan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Bahamas CARIBBEAN LATIN AMERICA AMERICAS
Bahrain CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Bangladesh INDIAN REGION ASIA ASIA-PACIFIC
Barbados CARIBBEAN LATIN AMERICA AMERICAS
Belarus EASTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Belgium WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Belize CENTRAL AMERICA LATIN AMERICA AMERICAS
Benin WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Bermuda CARIBBEAN LATIN AMERICA AMERICAS
Bhutan INDIAN REGION ASIA ASIA-PACIFIC
Bolivia SOUTH AMERICA LATIN AMERICA AMERICAS
Bonaire, Saint Eustatius and Saba CARIBBEAN LATIN AMERICA AMERICAS
Bosnia and Herzegovina SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Botswana SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Bouvet Island SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Brazil SOUTH AMERICA LATIN AMERICA AMERICAS
British Indian Ocean Territory INDIAN REGION ASIA ASIA-PACIFIC
British Virgin Islands CARIBBEAN LATIN AMERICA AMERICAS
Brunei Darussalam PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Bulgaria EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Burkina Faso WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Burundi EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Cabo Verde SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Cambodia INDIAN REGION ASIA ASIA-PACIFIC
Cameroon WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Canada UNITED STATES AND CANADA NORTH AMERICA AMERICAS
Cayman Islands CARIBBEAN LATIN AMERICA AMERICAS
Central African Republic EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Chad EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Chile SOUTH AMERICA LATIN AMERICA AMERICAS
Christmas Island PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Cocos (Keeling) Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Colombia SOUTH AMERICA LATIN AMERICA AMERICAS
Comoros SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Congo SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Cook Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Costa Rica CENTRAL AMERICA LATIN AMERICA AMERICAS
Cote d'Ivoire WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Country Unspecified AREA UNSPECIFIED REGION UNSPECIFIED NON-DISCLOSED REVENUE
Croatia EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Cuba CARIBBEAN LATIN AMERICA AMERICAS
Curacao CARIBBEAN LATIN AMERICA AMERICAS
Cyprus SOUTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Czech Republic EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
DPR of Korea (North Korea) FAR EAST ASIA ASIA-PACIFIC
DR of the Congo SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Denmark NORTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Djibouti EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Dominica CARIBBEAN LATIN AMERICA AMERICAS
Dominican Republic CARIBBEAN LATIN AMERICA AMERICAS
Ecuador SOUTH AMERICA LATIN AMERICA AMERICAS
Egypt WESTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
El Salvador CENTRAL AMERICA LATIN AMERICA AMERICAS
Equatorial Guinea WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Eritrea EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Estonia EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Ethiopia EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Europe Unallocated Revenue EUROPE UNALLOCATED AREA EUROPE UNALLOCATED REGION EUROPE
Falkland Islands (Malvinas) SOUTH AMERICA LATIN AMERICA AMERICAS
Faroe Islands NORTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Fiji PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Finland NORTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
France WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
French Guiana SOUTH AMERICA LATIN AMERICA AMERICAS
French Polynesia PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
French Southern Territories PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Gabon SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Gambia WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Georgia SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Germany WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Ghana WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Gibraltar WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Greece SOUTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Greenland OTHER NORTH AMERICA NORTH AMERICA AMERICAS
Grenada CARIBBEAN LATIN AMERICA AMERICAS
Guadeloupe CARIBBEAN LATIN AMERICA AMERICAS
Guam PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Guatemala CENTRAL AMERICA LATIN AMERICA AMERICAS
Guernsey WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Guinea WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Guinea-Bissau WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Guyana SOUTH AMERICA LATIN AMERICA AMERICAS
Haiti CARIBBEAN LATIN AMERICA AMERICAS
Heard Island and McDonald Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Holy See (Vatican City State) WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Honduras CENTRAL AMERICA LATIN AMERICA AMERICAS
Hong Kong FAR EAST ASIA ASIA-PACIFIC
Hungary WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Iceland NORTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
India INDIAN REGION ASIA ASIA-PACIFIC
Indonesia PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Iran CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Iraq CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Ireland WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Isle of Man WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Israel CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Italy WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Jamaica CARIBBEAN LATIN AMERICA AMERICAS
Japan FAR EAST ASIA ASIA-PACIFIC
Jersey WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Jordan CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Kazakhstan CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Kenya EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Kiribati PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Kosovo SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Kuwait CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Kyrgyzstan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Laos INDIAN REGION ASIA ASIA-PACIFIC
Latvia EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Lebanon CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Lesotho SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Liberia WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Libya WESTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Liechtenstein WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Lithuania EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Luxembourg WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Macau FAR EAST ASIA ASIA-PACIFIC
Macedonia SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Madagascar SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Mainland China FAR EAST ASIA ASIA-PACIFIC
Malawi SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Malaysia PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Maldives INDIAN REGION ASIA ASIA-PACIFIC
Mali WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Malta SOUTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Marshall Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Martinique CARIBBEAN LATIN AMERICA AMERICAS
Mauritania WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Mauritius SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Mayotte SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Mexico CENTRAL AMERICA LATIN AMERICA AMERICAS
Micronesia PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Moldova EASTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Monaco WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Mongolia FAR EAST ASIA ASIA-PACIFIC
Montenegro SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Montserrat CARIBBEAN LATIN AMERICA AMERICAS
Morocco WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Mozambique SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Myanmar INDIAN REGION ASIA ASIA-PACIFIC
Namibia SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Nauru PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Nepal INDIAN REGION ASIA ASIA-PACIFIC
Netherlands WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
New Caledonia PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
New Zealand AUSTRALIA AND NEW ZEALAND OCEANIA ASIA-PACIFIC
Nicaragua CENTRAL AMERICA LATIN AMERICA AMERICAS
Niger WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Nigeria WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Niue PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Non-Geographic Revenue Country NON-GEOGRAPHIC REVENUE AREA NON-GEOGRAPHIC REVENUE REGION NON-GEOGRAPHIC REVENUE
Non-Operating Country NON-OPERATING AREA NON-OPERATING REGION NO OPERATIONS
Norfolk Island PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Northern Mariana Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Norway NORTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Oman CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Pakistan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Palau PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Palestine CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Panama CENTRAL AMERICA LATIN AMERICA AMERICAS
Papua New Guinea PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Paraguay SOUTH AMERICA LATIN AMERICA AMERICAS
Peru SOUTH AMERICA LATIN AMERICA AMERICAS
Philippines PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Pitcairn PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Poland EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Portugal WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Puerto Rico CARIBBEAN LATIN AMERICA AMERICAS
Qatar CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Republic of Korea (South Korea) FAR EAST ASIA ASIA-PACIFIC
Reunion SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Romania EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Russian Federation EASTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Rwanda SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Sahrawi WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Saint Barthelemy CARIBBEAN LATIN AMERICA AMERICAS
Saint Helena Ascension and Tristan da Cunha SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Saint Kitts and Nevis CARIBBEAN LATIN AMERICA AMERICAS
Saint Lucia CARIBBEAN LATIN AMERICA AMERICAS
Saint Martin CARIBBEAN LATIN AMERICA AMERICAS
Saint Pierre and Miquelon CARIBBEAN LATIN AMERICA AMERICAS
Saint Vincent and the Grenadines CARIBBEAN LATIN AMERICA AMERICAS
Samoa PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
San Marino WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Sao Tome and Principe WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Saudi Arabia CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Senegal WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Serbia SOUTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Seychelles SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Sierra Leone WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Singapore FAR EAST ASIA ASIA-PACIFIC
Sint Maarten CARIBBEAN LATIN AMERICA AMERICAS
Slovakia EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Slovenia EASTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Solomon Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Somalia EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
South Africa SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
South Georgia and the South Sandwich Islands SOUTH AMERICA LATIN AMERICA AMERICAS
South Sudan EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Spain WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
Sri Lanka INDIAN REGION ASIA ASIA-PACIFIC
Sudan EASTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Suriname SOUTH AMERICA LATIN AMERICA AMERICAS
Svalbard and Jan Mayen Islands NORTHERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Swaziland SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Sweden NORTHERN EUROPEAN UNION EUROPEAN UNION EUROPE
Switzerland WESTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
Syria CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Taiwan FAR EAST ASIA ASIA-PACIFIC
Tajikistan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Tanzania SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Thailand INDIAN REGION ASIA ASIA-PACIFIC
Timor-Leste PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Togo WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Tokelau PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Tonga PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Trinidad and Tobago CARIBBEAN LATIN AMERICA AMERICAS
Tunisia WESTERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Turkey CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Turkmenistan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Turks and Caicos Islands CARIBBEAN LATIN AMERICA AMERICAS
Tuvalu PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
US Minor Outlying Islands PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
US Virgin Islands CARIBBEAN LATIN AMERICA AMERICAS
Uganda SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Ukraine EASTERN NON-EUROPEAN UNION NON-EUROPEAN UNION EUROPE
United Arab Emirates CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
United Kingdom WESTERN EUROPEAN UNION EUROPEAN UNION EUROPE
United States UNITED STATES AND CANADA NORTH AMERICA AMERICAS
Uruguay SOUTH AMERICA LATIN AMERICA AMERICAS
Uzbekistan EASTERN MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Vanuatu PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Venezuela SOUTH AMERICA LATIN AMERICA AMERICAS
Vietnam FAR EAST ASIA ASIA-PACIFIC
Wallis and Futuna PACIFIC ISLANDS OCEANIA ASIA-PACIFIC
Yemen CENTRAL MIDDLE EAST MIDDLE EAST AFRICA AND MIDDLE EAST
Zambia SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST
Zimbabwe SOUTHERN AFRICA AFRICA AFRICA AND MIDDLE EAST