Update README.md

README.md

@@ -117,28 +117,27 @@ Please refer to the data viewer for examples.
 
 ### Data Fields
 
-Please refer to the data viewer for examples.
-
-- `index_html_url`: filing index page
-- `index_text_url`: filing index text page
-- `cik`: Central Index Key from EDGAR
-- `name`: Company name
-- `type`: filing type
-- `date`: filing date
-- `seq`: seq number in in the filing
-- `desc`: description provided from the filing
-- `doc_type`: document type (e.g. EX-10)
-- `size`: document size
-- `filename`: document name
-- `file_url`: document page url
-- `file`: GCS file uri (private)
-- `__index_level_0__`: ignore
-- `file_content`: text content or base64 string of the binary content
-
+| Field | Description |
+|---|---|
+| `index_html_url` | filing index page |
+| `index_text_url` | filing index text page |
+| `cik` | Central Index Key from EDGAR |
+| `name` | Company name |
+| `type` | filing type |
+| `date` | filing date |
+| `seq` | seq number in in the filing |
+| `desc` | description provided from the filing |
+| `doc_type` | document type (e.g. EX-10) |
+| `size` | document size |
+| `filename` | document name |
+| `file_url` | document page url |
+| `file` | GCS file uri (private) |
+| `__index_level_0__` | please ignore |
+| `file_content` | text content (e.g. html) or base64 string of the binary content (e.g. pdf) |
 
 ### Data Splits
 
-The dataset does not have a split by design. Everything is under train by convention.
+The dataset does not have a split by design. Everything is under `train` by convention.
 
 ## Dataset Creation
 
@@ -162,18 +161,6 @@ The data is collected by year from all filings that are 10-K, 8-K, or 10-Q. Each
 
 The Securities and Exchange Commission (SEC) requires public companies, certain company insiders, and broker-dealers to file periodic financial statements and other disclosures. Finance professionals and investors rely on SEC filings to make informed decisions when evaluating whether to invest in a company. SEC filings can be accessed for free at EDGAR, the commission's online database. 
 
-### Annotations
-
-NA
-
-#### Annotation process
-
-NA
-
-#### Who are the annotators?
-
-NA
-
 ### Personal and Sensitive Information
 
 It might contain PII information (names, emails, job titles, companies) that are already public.