Global Weather Data -  Historical | Real-Time | Forecast | Climatology product image in hero

Global Weather Data - Historical | Real-Time | Forecast | Climatology

Ambee
No reviews yetBadge iconVerified Data Provider
time
cloudCover
dewPoint
humidity
pressure
precipIntensity
surfacePressure
temperature
visibility
windGust
windSpeed
windBearing
ozone
uvIndex
apparentTemperature
icon
summary
updatedAt
lat
lng
country_code
timezone
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Avail. Formats
.csv, .geojson, and .json
File
Coverage
250
Countries
History
30
years

Data Dictionary

[Sample] Real Time Weather Data
Attribute Type Example Mapping
time
Integer 1751274000
cloudCover
Integer 1
dewPoint
Float 70.68
humidity
Integer 80
pressure
Integer 1015
precipIntensity
Integer 0
surfacePressure
Integer 1010
temperature
Integer 77
visibility
Integer 10
windGust
Float 2.59
windSpeed
Float 3.35
windBearing
Integer 176
ozone
Float 309.59
uvIndex
Integer 0
apparentTemperature
Integer 77
icon
String cloudy
summary
String Cloudy skies. Temperatures will feel warm. Higher humidit...
updatedAt
DateTime 2025-06-30T09:00:00+00:00
lat
Float 38.89
lng
Float -77.03
country_code
String US
timezone
String America/New_York

Description

Global Weather Data - Leveraging the best global weather models including ECMWF, GFS and HRRR and augmenting with satellite, radar and observation stations, Ambee’s proprietary weather data is available for any lat / lon or geographically bounded area such as ZIP or Postal Code, DMA, or MSA.
Ambee’s global weather dataset provides a continuum of data that flows seamlessly from the year 1995 to present and into the forecast with forward forecast views ranging from one hour all the way out to 46 days. All data is available in both hourly and daily format and daily data includes min. and max. values, and daily averages. The Ambee global weather dataset was developed using direct observations, sensors, satellite imagery, reanalysis model outputs, and more, to deliver a global dataset that is harmonized and calibrated for use across any analytics or modeling workload. Parameters include core atmospheric variables such as temperature, feels like temperature, humidity, dew point, wind speed and direction, precipitation, both rain and snow, cloud cover, visibility, solar radiation, UV index, and pressure. Additional derived fields are available upon request. Gaps in data are intelligently filled using companion datasets and climatological data. cross-station substitution, and meteorological context modeling. All values are passed through Ambee’s multi-stage quality pipeline to ensure long-term temporal integrity and cross-region comparability. This dataset is ideal for machine learning training, demand forecasting, infrastructure planning, ESG reporting, and climate-related risk modeling. Clients across pharmaceuticals, retail, agriculture, and finance use Ambee’s global weather data to optimize operations, mitigate weather risk, and create predictive and prescriptive models to improve overall business performance.

Country Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (52)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Kosovo
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
Other (9)
Antarctica
Bouvet Island
British Indian Ocean Territory
Christmas Island
Cocos (Keeling) Islands
French Southern Territories
Heard Island and McDonald Islands
South Georgia and the South Sandwich Islands
United States Minor Outlying Islands
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

History

30 years of historical data

Pricing

Ambee has not published pricing information for this product yet. You can request detailed pricing information below.

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
SFTP
Email
UI Export
REST API
Compressed File
Snowflake Share
Google BigQuery
Google Cloud Storage
Azure Blob Storage
Databricks Delta Share
Frequency
hourly
daily
weekly
monthly
quarterly
yearly
real-time
on-demand
Format
.csv
.geojson
.json
.parquet
.tiff
.txt
.xls
.xml

Use Cases

Demand Forecasting
Retail Intelligence
Marketing Strategy
Operational Intelligence
Manufacturing

Categories

Related Searches

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Frequently asked questions

What is Global Weather Data - Historical Real-Time Forecast Climatology?

Global Weather Data - Leveraging the best global weather models including ECMWF, GFS and HRRR and augmenting with satellite, radar and observation stations, Ambee’s proprietary weather data is available for any lat / lon or geographically bounded area such as ZIP or Postal Code, DMA, or MSA.

What is Global Weather Data - Historical Real-Time Forecast Climatology used for?

This product has 5 key use cases. Ambee recommends using the data for Demand Forecasting, Retail Intelligence, Marketing Strategy, Operational Intelligence, and Manufacturing. Global businesses and organizations buy Historical Weather Data from Ambee to fuel their analytics and enrichment.

Who can use Global Weather Data - Historical Real-Time Forecast Climatology?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Historical Weather Data. Get in touch with Ambee to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Global Weather Data - Historical Real-Time Forecast Climatology go?

This product has 30 years of historical coverage. It can be delivered on a hourly, daily, weekly, monthly, quarterly, yearly, real-time, and on-demand basis.

Which countries does Global Weather Data - Historical Real-Time Forecast Climatology cover?

This product includes data covering 250 countries like USA, China, Japan, Germany, and India. Ambee is headquartered in India.

How much does Global Weather Data - Historical Real-Time Forecast Climatology cost?

Pricing information for Global Weather Data - Historical Real-Time Forecast Climatology is available by getting in contact with Ambee. Connect with Ambee to get a quote and arrange custom pricing models based on your data requirements.

How can I get Global Weather Data - Historical Real-Time Forecast Climatology?

Businesses can buy Historical Weather Data from Ambee and get the data via S3 Bucket, SFTP, Email, UI Export, REST API, Compressed File, Snowflake Share, Google BigQuery, Google Cloud Storage, Azure Blob Storage, and Databricks Delta Share. Depending on your data requirements and subscription budget, Ambee can deliver this product in .csv, .geojson, .json, .parquet, .tiff, .txt, .xls, and .xml format.

What is the data quality of Global Weather Data - Historical Real-Time Forecast Climatology?

You can compare and assess the data quality of Ambee using Datarade’s data marketplace.

What are similar products to Global Weather Data - Historical Real-Time Forecast Climatology?

This product has 3 related products. These alternatives include CustomWeather Historical Weather Forecasts Historical Weather Data Forecasts Archived Back To 2012 85,000 Global Weather Data Locations, Weather Source: OnPoint Weather Historical ECMWF Short/Mid Range Forecast - Back to 2017, and WeatherDataAI Multi-Point Historical Weather Data Global Coverage. You can compare the best Historical Weather Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Pricing available upon request

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