Wells Fargo 8-K reports database 2015 - 2019
We create a dataset which focuses on 8-K reports for the years 2015 - 2019 for Wells Fargo. An 8-K is a report of unscheduled material events or corporate changes at a company that could be of importance to the shareholders or the Securities and Exchange Commission (SEC). Also known as a Form 8K, the report notifies the public of events, including acquisitions, bankruptcy, the resignation of directors, or changes in the fiscal year. We have compiled this dataset, thanks to SEC's EDGAR tool. The texts were pre-processed by applying a classical pipeline : - removal of non-alphanumeric characters; - lemmatisation; - removal of rare words and stopwords: we obtain a dictionary of 4377 distinct roots for the whole corpus. This company published 672 reports for the years 2015 and 2019. The file is a list of two items. The first item is composed of all information about the 8K and extracted texts. The second item is the document-term matrix with the pre-processed texts with 672 texts and 4377 words. An example of 8-K can be found here https://www.sec.gov/files/form8-k.pdf.
Steps to reproduce
To reproduce the dataset, you must go on the EDGAR tools and search for the Wells Fargo 8-K reports with the CIK number 0000072971. Then you need to download all 8-K reports from 2015 to 2019 and preprocess the text.