10K Readability Data

Get data on financial report linguistic characteristics. This data is useful for research and for developing trading and investment strategies. The data is in an Excel spreadsheet. 

Coverage: full SEC universe; 1993-2024

You get the following fields for the filing: 

  • Identifiers: CIK, Ticker, Company Name

  • Source information: SEC filing type, SEC filing URL, SEC filing date 

  • Number of words in the filing

  • Number of sentences in the filing

  • Average words per sentence

  • Average sentence link

  • Fog index

  • Number of complex words

  • Percentage of words that are complex

  • Average syllables per word

  • Flesch Kincaid index

  • Flesch Kincaid grade

  • Smog index

  • Coleman Liau Index

  • Dale Chall score

 

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Sample