The world’s first picture of sub-regional GDP
Gross domestic product in high definition
View GDP at national, regional and local level. At its lowest resolution, GlobalGDP.ai breaks GDP down to a 9sq km radius globally. As an example, this means we are able to display GDP for all 77 provinces within Thailand to understand which ones are changing more than others.
Billions of data points integrated to give a deep picture
By ingesting and integrating billions of different data points our algorithms and models can see the change like never before at a macro level. Where some countries suffer from a lack of publicly available macroeconomic data, GlobalGDP.ai provides up to date analysis and supporting data to bridge the gaps.
Instant macro economics on a global scale
Multiple data types aggregated into multiple complex data models
Billions of data points integrated with trillions of pixels constantly analysed to create the worlds first view of sub-national GDP. Using multiple sources of data we take these continuous data feeds and process the data through many different stages of data cleansing to ensure the accuracy of the data before it is introduced to one of the multiple data models.
Global view of macro GDP
Browse country by country
View each country, region and locality through an intuitive map interface. If you would like further access to the data, please contact us directly.
See the macro view
of global GDP
Multiple data sources to produce models
Multiple different data sources
To create our data models we bring in multiple sources of data. This data is sourced from leading agencies and providers. We aggregate all the data from these providers and the different data types through an ETL process where it can then be added to our models.
Visualised in an intuitive display
Once we have the output from the models we are then able to display it for you in an intuitive dashboard-style interface. Simply zoom into the area of the map you want to see, click the country, region, district or locality and see a graph display the GDP output for that area.
How do we do it?
When artificial intelligence and big data combine
1. Big Data
GlobalGDP.ai is a true big data product. It ingests terabytes of data and accesses petabyte size archives from multiple different sources globally using the Ovass Location intelligence AI platform (Maptaskr). Using the power of the Microsoft Azure cloud computing environments, Maptaskr then extracts, translates and loads the data from these different data sources to start the process of abstracting the valuable information contained within.2. Data sources
To get a true understanding of what's happening on the ground, GDPai needs many different data sources. These data sources include satellite data (road length, agricultural activity, heat generation, particulate count), official data, and data from a wide range of sources including telecommunications, payments and energy systems data. Each data source is regularly polled for new information with the results potentially being just hours old with each data source having the potential to have millions/billions of data points.3. Artificial intelligence
To show GDP at a sub-regional level we built multiple data models all creating their own output whilst also working symbiotically working with the other models to produce an output. These models utilise a convolutional neural network (CNN) to then produce aggregate the billions of data points into one easy to understand sub-regional GDP output.4. Data models
GlobalGDP.ai utilises multiple complex data models to produce its results. Each binary bit of source data goes through multiple processes to ensure when it combines the model is as accurate as possible.Who are we?
GlobalGDP.ai is a collaboration between two Australian companies, both leaders in their field.
AlphaBeta is a strategy advisory business serving clients across Australia and Asia with offices in Sydney, Canberra, Mebourne & Singapore. Our team of advisors are experts in both strategy and economics who partner with clients from the private, public, and not-for-profit sectors to identify the forces shaping their markets and develop practical plans to create prosperity and well-being./h5>
AlphaBeta website
Ovass is recognised as one of Australia's leading geospatial & locational intelligence companies. Their software platform utilises the latest in artificial intelligence to process billions of satellite images to abstract the valuable information in hidden with every pixel. They combine this with billions of data points to see and understand change at a global scale./h5>
Ovass website