Good day dear all!

If you are doing any kind of sentiment analysis you may find useful this collection of papers and facts:

https://sraf.nd.edu/loughranmcdonald-master-dictionary/

The way negative news sentiment affects financial statements and reports is addressed with peculiar attention to detail