Dataset pages that answer the question

21 October 2026The OrionGIS team

Every open dataset on OrionGIS now opens with a plain summary and answers the questions people ask about data, and OrionAI fills in where publishers said little.

When someone searches for "Kenya health facilities shapefile" or asks an AI assistant where to find population data for a county, the answer they need is short: what the data is, where and when it covers, who publishes it, and whether they can use it. Today every dataset page on OrionGIS gives that answer at the top.

A summary you can quote. Under each dataset's title there is now one paragraph: the kind of data, its theme, the area and years it covers, the publisher, the licence and its size. It is built from the dataset's own details, so it always agrees with the rest of the page.

Five questions, answered. Further down, each page answers what the dataset contains, what area and years it covers, whether it can be used commercially, how to cite it and how to load it into a map.

OrionAI fills the gaps. About half of the open datasets we index come with a description of a line or less. For those, OrionAI now writes About this data: two or three paragraphs on what each row or feature represents, what the columns hold and who publishes it, written only from the data itself and clearly marked. The publisher's own words stay exactly as they were.

Country and theme pages that read like a guide. Pages such as Kenya GIS data now open with an introduction to what is there: how many datasets, from which publishers, on which themes and over which years, with the most used ones linked.

Browse the open GIS data

Release notes: OrionGIS web 1.10.0, OrionAI 2.4.0