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" ... Her husband found a way to create his own geocoder for the app, and as they talked to other developers in this space, they realized other people had the same problem. So they decided to release their geocoder as a product, and let other people pay for however many addresses they needed above 2,500. ... "
" ... Yet, the power of BigQuery really shines when it comes to more complex analyses that require merging multiple dimensions together. In 2015, creating thematic maps using GDELT still required a final step to merge the location data with the topical structure of each article. For each article, the geocoder would output a list of all of the locations in a news article and their word offsets in the document, while a separate thematic coder would identify all of the themes in the document and their word offsets. Mapping a particular topic required taking the list of themes in an article and merging it with the list of locations to find the location mentioned most closely in the text to each narrative mention. While a primitive approach, textual proximity is a useful indicator of semantic relatedness at scale that is able to overcome the grammatical complexities of working across 65 languages across the world’s presses. ... "