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Added fraud subset

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Added subset of data for filings during periods of fraud

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  1. README.md +1 -0
README.md CHANGED
@@ -42,6 +42,7 @@ The data is sourced from the Electronic Data Gathering and Retrieval (EDGAR) sys
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  - `clean`: 159B tokens of cleaned text
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  - `default`: 111B tokens of cleaned and deduplicated text (referred to as "final" in the paper)
 
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  - `sample`: 1.1B tokens randomly sampled from `default` stratified by year
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  ## How can I use this?
 
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  - `clean`: 159B tokens of cleaned text
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  - `default`: 111B tokens of cleaned and deduplicated text (referred to as "final" in the paper)
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+ - `fraud`: 0.3B tokens of text filed during periods of fraud based on SEC [Accounting and Auditing Enforcement Releases](https://www.sec.gov/enforcement-litigation/accounting-auditing-enforcement-releases) and [Litigation Releases](https://www.sec.gov/enforcement-litigation/litigation-releases) (NOT deduplicated)
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  - `sample`: 1.1B tokens randomly sampled from `default` stratified by year
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  ## How can I use this?