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Word cloud generator open source
Word cloud generator open source





My initial implementation performed collision detection using sprite masks. Retrieving the pixel data separately for each word is expensive, so we draw as many words as possible and then retrieve their pixels in a batch operation. Instead, we draw each word to a hidden canvas element, and retrieve the pixel data. There isn’t a way to retrieve precise glyph shapes via the DOM, except perhaps for SVG fonts.

word cloud generator open source

The hard part is making it perform efficiently! According to Jonathan Feinberg, Wordle uses a combination of hierarchical bounding boxes and quadtrees to achieve reasonable speeds. If the word intersects with any previously placed words, move it one step along an increasing spiral. For each word, starting with the most “important”:Īttempt to place the word at some starting point: usually near the middle, or somewhere on a central horizontal line. The layout algorithm itself is incredibly simple. It is recommended to always use a time step even without animations as it prevents the browser’s event loop from blocking while placing the words. This makes it possible to animate words as they are placed without stuttering.

word cloud generator open source

Note that this is the only the layout algorithm and any code for converting text into words and rendering the final output requires additional development.Īs word placement can be quite slow for more than a few hundred words, the layout algorithm can be run asynchronously, with a configurable time step size. The layout algorithm for positioning words without overlap is available on GitHub under an open source license as d3-cloud.







Word cloud generator open source