DataHub
The DataHub enables clients to access historical and forecast data from the Telecoms Data, SMB Technology Forecaster and other selected Analysys Mason research programmes.
The easy-to-use interface and intuitive filtering allows you to analyse data for thousands of metrics at the click of a mouse.
Log in to access DataHub, or contact us to discuss adding DataHub to your subscription.
Latest update information
20 March 2025: We have refreshed the Telco portal with new IoT forecasts and application-to-person (A2P) forecasts for all regions, and new business forecasts for developed Asia–Pacific and North America. We have also updated the Telco actuals to include Financial KPIs data for all regions up to 4Q 2024.
News and main features
- The 'Telco' portal has around 2200 metrics in the 'Actuals' and 'Forecast' tabs, providing data on the commercial activity of telecommunications operators. Financial values are available in USD, EUR or local currency.
- The 'SMB Technology Forecaster' portal contains forecasts of business spending on ICT, with around 120 000 metrics available in total.
- You can view on-screen charts to analyse trends and make comparisons between markets and operators, export your data to Excel and save and reload your saved searches.
- Report landing pages on the Analysys Mason website include direct links to the DataHub and the data for each report.
- The DataHub application was updated in September 2023 and is now hosted on the cloud. This transition delivered enhanced responsiveness and greater capacity, paving the way further expansion with additional datasets in the future.

Download our DataHub information pack to find out more, or view the full list of metrics available and get an overview of coverage by geography.
About DataHub
The data that you can see in the DataHub is determined by your subscription.
DataHub is constantly expanding in scope. It includes the entire suite of data associated with the Telecoms Data research practice, as well as datasets from other 'Telco' topic research programmes and the SMB Technology Forecaster.
The 'Telco' portal is split into two main sets of data: the 'Actuals' tab provides operator and country data and is updated quarterly while the 'Forecasts' tab provides a number of forecast datasets, which are updated fully each year, with frequent partial updates in between.
TELCO ACTUALS
The 'Telco actuals' tab provides country and operator data from the Telecoms Data research programmes, including Financial KPIs, and European Quarterly Metrics. Key market data is provided for 83 countries and over 600 operators. Data is updated quarterly, and provided for years, quarters and some half-years. We also include fixed–mobile convergence (FMC) metrics for 18 countries.
TELCO FORECASTS
The telco core forecasts provide country data from the following data modules: European Core Forecasts, Asia–Pacific Metrics and Forecasts, Middle East and Africa Metrics and Forecasts, Americas Metrics and Forecasts and Global Telecoms Forecasts. These forecasts use around 200 standardised metrics to give a comprehensive overview of key market developments in 82 countries, and provide aggregated results for 8 regions and the whole world (over 90 geographies in all). We provide an additional 170 metrics for Europe.
The 'Telco forecasts' tab also includes an expanding set of granular topic datasets (see below for details).
- IoT forecasts (800+ metrics, 90+ geographies). Granular IoT forecasts, split by IoT sector, revenue stream and technology. Click here for information about the assumptions, definitions and methodology used in our IoT forecasts.
- Business forecasts (around 700 metrics, 60+ geographies). Granular forecasts for businesses, split by enterprise size categories.
- Pay-TV forecasts (around 70 metrics, 60+ geographies). Forecasts of pay-TV households, services and spend, split by pay-TV service delivery platform.
- Communications services forecasts (40+ metrics, 70+ geographies). Forecasts of voice and messaging services by technology (traditional/IP), and operator/OTT player.
- Data network traffic forecasts (around 70 metrics, 50+ geographies). Forecasts of fixed and wireless network data traffic by technology and device.
- Fixed–mobile convergence (FMC) forecasts (around 20 metrics, 18 geographies). Forecasts for the adoption of, and revenue from, FMC services.
SMB TECHNOLOGY FORECASTER
The SMB Technology Forecaster dataset carries around 120 000 metrics, which provide forecasts of business demand for over 130 ICT categories up to 2028. Demand is expressed in terms of spending, shipments and installed base. All metrics are segmented by 13 size categories and 19 industry verticals, and spend is also categorised by 5 routes to market. Data is available for 65 geographies, including 52 individually-modelled countries, 8 regional/worldwide totals and 5 'rest of region' results. Subscription to this data is available in 6 modules (subsets of the data with the focus on particular clusters of technologies).
- Business Applications
- Cyber Security
- Devices and Peripherals
- Infrastructure
- IT and Managed Services
- UC and Digital Services
Watch our video demonstration of DataHub
Latest update – 20 March 2025
We have refreshed the Telco portal with new IoT forecasts and application-to-person (A2P) forecasts for all regions, and new business forecasts for developed Asia–Pacific and North America. We have also updated the Telco actuals to include Financial KPIs data for all regions up to 4Q 2024.
Latest 'Telco' core forecast versions | Publication date | Based on historical data up to: | Status |
Worldwide | 10 March 2025 | 4Q 2023 | NEW |
Developed Asia–Pacific | 10 March 2025 | 1Q 2024 | Refreshed |
Sub-Saharan Africa | 5 March 2025 | 3Q 2024 | NEW |
Central and Eastern Europe | 4 March 2025 | 2Q 2024 | Refreshed |
Western Europe | 3 March 2025 | 2Q 2024 | Refreshed |
North America | 3 March 2025 | 4Q 2023 | Refreshed |
Latin America | 3 March 2025 | 2Q 2024 | Refreshed |
Emerging Asia–Pacific | 3 March 2025 | 1Q 2024 | Refreshed |
Middle East and North Africa | 3 March 2025 | 4Q 2023 | Refreshed |
Latest 'Telco' actuals data | Publication date | Historical data up to: | Status |
Sub-Saharan Africa | 10 March 2025 |
3Q 2024 (5 countries) 4Q 2024 (5 countries) |
NEW |
North America | 6 March 2025 | 4Q 2024 | NEW |
Latin America | 6 March 2025 |
3Q 2024 (4 countries) 4Q 2024 (2 countries) |
NEW |
Financial KPIs (all regions) | 6 March 2025 | 4Q 2024 | NEW |
Middle East and North Africa | 28 January 2025 | 3Q 2024 | |
Western Europe | 27 January 2025 | 3Q 2024 | |
Central and Eastern Europe | 27 January 2025 | 3Q 2024 | |
Emerging Asia–Pacific | 24 January 2025 | 3Q 2024 | |
Developed Asia–Pacific | 24 January 2025 | 3Q 2024 |
'Telco' core and topic forecasts have different update cycles. These publication dates reflect the latest changes to 'Telco' core forecasts.
Please select the 'Country coverage and versions' item on the 'About the DataHub' menu for full details of update versions.
'Refreshed' indicates a minor change to an existing dataset and 'NEW' indicates a full new version.
TELCO ACTUALS
We have updated the Telco actuals data for all geographies to include Financial KPIs data to 4Q 2024.
The Telco actuals data has been updated for Brazil, Cameroon, Canada, Colombia, Côte d’Ivoire, Nigeria, Rwanda, the USA and Zambia to include data to 4Q 2024.
TELCO FORECASTS
This update includes:
- new business forecasts based on the latest market developments for developed Asia–Pacific and North America, which run to 2029 (core forecasts for these regions have been updated accordingly)
- new core forecasts based on historical data to 3Q 2024 for Sub-Saharan Africa.
We have updated the worldwide core and business forecasts, as well as the person-to-person (P2P) communications forecasts, in light of the changes above.
A2P forecasts: updates and taxonomy changes
We have updated the A2P forecasts for all regions, based on historical data to 4Q 2024. We have taken the opportunity to make the following revisions to the taxonomy.
- We focus exclusively on channels in this forecast, so data for use cases and verticals will no longer be published.
- We have renamed the metric ‘messaging – A2P – operator – IP’ to ‘messaging – A2P – RBM’.
- We have retired the metric ‘messaging – A2P – fixed fees’.
- We focus exclusively on regional splits of revenue and traffic, so data for individual countries will no longer be published.
IoT forecasts: updates and taxonomy changes
We have updated the IoT forecasts for all regions, based on historical data to 2Q 2024. We have taken the opportunity to make the following revisions to the taxonomy.
- We focus exclusively on wireless IoT applications in this forecast, so data for non-wireless applications (and the sum of wireless and non-wireless applications) will no longer be published.
- We have reconfigured the split of results by cellular technology. We now provide results distinguishing between 2G/3G, 4G and 5G (we previously split between 2G, 3G/4G, 5G).
- We have renamed the tracking metric ‘tracking – high-value assets’ to ‘tracking – track and trace’.
- We have retired the finance vertical, and now count the number of connections and revenue for ATMs in the ‘miscellaneous’ cluster.
SMB TECHNOLOGY FORECASTER DATASET
Data for all geographies was updated in January 2025 and is based on 2024 historical data.
NEXT UPDATES
We will refresh the Telco actuals data in late March 2025 to include data for all geographies to 4Q 2024.
PREVIOUS UPDATES
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