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@@ -1,6 +1,6 @@
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# Tools for analyzing Medium article statistics
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-Here is a suite of tools for retrieving, analyzing, and visualizing
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+The Medium stats Python toolkit is a suite of tools for retrieving, analyzing, predicting, and visualizing
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your Medium article stats. You can also run on my Medium statistics
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which are located in `data/`
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@@ -11,7 +11,7 @@ which are located in `data/`
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* For complete usage refer to `Medium Stats Analysis`
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* Data retrieval code lives in `retrieval.py`
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* Visualization and analysis code is in `visuals.py`
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-* See also the Medium article ["Medium Analysis in Python"]()
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+* See also the Medium article ["Medium Analysis in Python"](https://medium.com/@williamkoehrsen/analyzing-medium-story-stats-with-python-24c6491a8ff0)
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* Contributions are welcome and appreciated
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* For help contact wjk68@case.edu or twitter.com/@koehrsen_will
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Will Koehrsen