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README.md

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@@ -50,10 +50,10 @@ After scraping the data, I needed to clean it up so that it was usable for our m
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## EDA
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I looked at the distributions of the data and the value counts for the various categorical variables. Below are a few highlights from the pivot tables.
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![alt text](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/word_cloud.png "skill word cloud")
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![alt text](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/job_by_title.png "job by title")
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![alt text](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/ds_by_comp_size.png "datascientists by company size")
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![alt text](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/corr.png "Correlations")
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![word cloud](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/word_cloud.png "skill word cloud")
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![job by title](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/job_by_title.png "job by title")
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![DS by company size](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/ds_by_comp_size.png "datascientists by company size")
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![Correlations](https://raw.githubusercontent.com/Shaon2221/Data-Science-Job-Analysis/master/Images/corr.png "Correlations")
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## Model Building
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