Project Sentiment Tracker Using AWS Comprehend + Serverless in 1 hour

This page summarizes the projects mentioned and recommended in the original post on

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  • Zappa

    Serverless Python (by zappa)

    The API endpoints are simple. Apart from a small Oauth workflow, everything can be achieved without any added complexity. A perfect recipe for a serverless solution using AWS Lambda. I used Zappa and Flask as my deployment framework.

  • shields

    Concise, consistent, and legible badges in SVG and raster format is the gold standard in presenting data points for a Github project. Apart from the vast array of services it supports (I was really surprised how much comes out of the box!), it also allows to integrate your own endpoint. The tracker integrates with shields to give the repo owner a badge that shows the current sentitment of the project.

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  • PyGitHub

    Typed interactions with the GitHub API v3

    PyGithub is the defacto wrapper for Github v3 API. It has a 1:1 mapping to all APIs that Github exposes.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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