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comment analysis experiment\n\nEnter comments -\u003e Fix typos -\u003e Get sentiments, semantic similarity graph, and comment groups/classes.\n\nLive demo: https://comment-analysis.surge.sh (`yarn deploy` after running `yarn dev`)\n\nLocal demo: `yarn dev` (if you run into `Error: Expected content key ### to exist`, try running `rm -rf .parcel-cache` first)\n\n## references and things this projects builds on\n\n[learning-tfjs-umap](https://github.com/hchiam/learning-tfjs-umap)\n\n[tfjs](https://github.com/tensorflow/tfjs)\n\n[USE (Universal Sentence Encoder)](https://github.com/tensorflow/tfjs-models/blob/master/universal-sentence-encoder/README.md) (see my [text-similarity-test](https://github.com/hchiam/text-similarity-test))\n\n[KNN](https://github.com/tensorflow/tfjs-models/blob/master/knn-classifier/README.md)\n\n[umap-js](https://github.com/PAIR-code/umap-js#umap-js) ([UMAP vs t-SNE vs SNE](https://towardsdatascience.com/visualizing-your-embeddings-4c79332581a9))\n\n[nlp.js](https://github.com/axa-group/nlp.js) (note: `SpellCheck` currently seems incompatible with one of [parcel](https://github.com/hchiam/learning-parcel#learning-parceljs)'s transformers)\n\n[natural](https://github.com/NaturalNode/natural)\n\n[dictionaries](https://github.com/wooorm/dictionaries#example-use-with-nspell)\n\n[nspell](https://github.com/wooorm/nspell)\n\n[jQuery](https://github.com/hchiam/learning-jquery#learning-jquery)\n\n[chart.js](https://github.com/chartjs/Chart.js)\n\n(otherwise just look at [package.json](https://github.com/hchiam/comment-analysis/blob/main/package.json))\n\n## typo fix suggestions under input box to fix input box\n\n- https://github.com/axa-group/nlp.js/blob/master/docs/v4/similarity.md#spellcheck (seems to have compatibility issue with parcel)\n- https://github.com/axa-group/nlp.js/blob/master/docs/v4/similarity.md#spellcheck-trained-with-words-trained-from-a-text\n- https://naturalnode.github.io/natural/spellcheck.html (doesn't come with a dictionary)\n- https://github.com/wooorm/dictionaries#example-use-with-nspell (provides a dictionary like `dictionary-en` or `dictionary-en-ca` or [more languages](https://github.com/wooorm/dictionaries/tree/main/dictionaries), but you'll likely have to [manually copy and include some specific code](https://github.com/wooorm/dictionaries/issues/51#issuecomment-1627801903))\n\n## sentiments above chart\n\n- https://github.com/axa-group/nlp.js/blob/master/docs/v3/sentiment-analysis.md\n- https://naturalnode.github.io/natural/sentiment_analysis.html\n\n## knn under chart\n\n- KNN for automatic grouping, maybe with tweakable k input box: https://github.com/tensorflow/tfjs-models/blob/master/knn-classifier/README.md\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhchiam%2Fcomment-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhchiam%2Fcomment-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhchiam%2Fcomment-analysis/lists"}