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README.md

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 This project develops a unique dataset from the public archives of the wonderful CSPAN program [Booknotes](https://booknotes.c-span.org). The dataset includes transcripts of the conversations between the show's host, [Brian Lamb](https://en.wikipedia.org/wiki/Brian_Lamb), and his more than 800 guests.
 
+## Datasets
+
+There are (3) datasets available:
+
+1. Booknotes Programs: Program episode information, including title, paragraph description and guest information.
+2. Booknotes Transcripts: Full conversation transcripts between Brian Lamb and his guests.
+3. Booknotes Related Items: Related or recommended programs for each episode.
+
+The `transcripts` dataset is the key dataset here, with the other 2 providing additional context and information about each episode. Using the `sequence`, `speaker_role`, and `text` fields, we can create a chat-like dataset (representing very interesting conversations!) for evaluating language models.
+
 ## Source JSON Schema
 
+To understand how the 3 tables work together, we provide the source JSON schema for each program. This data is extracted by crawling each episode's page on the CSPAN website.
+
 ```json
 {
   "id": "51559-1",
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 }
 ```
 
-## Processed Tabular Schema
-
-### Programs
-
-
-### Transcripts
-
-
-### Related Items
-