Initial update to readme

README.md

@@ -1,3 +1,47 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+size_categories:
+- 100K<n<1M
+tags:
+- Game
+- Counter-Strike
+- CS2
+- Counter-Strike 2
+- Video Game
+- Cheat Detection
+- Gameplay
+- Context Window
+pretty_name: Counter Strike 2 Cheat Detection Context Windows - Length 256
+---
+
+# Counter Strike 2 Cheat Detection Context Windows - Length 256
+
+## Overview
+
+The **Counter Strike 2 Cheat Detection Context Windows - Length 256 (Context_window_256)** is a dataset 
+conprised of "context windows". This dataset was created using extracted data from the 
+[CS2CD dataset](https://huggingface.co/datasets/CS2CD/CS2CD.Counter-Strike_2_Cheat_Detection).
+
+## Dataset Structure
+
+<div style="border:1px solid #ccc; padding: 10px; border-radius: 5px; background-color: #fff3cd; color: #000;">
+  <p><strong style="color: #000">⚠️ Warning: </strong>Any warnings that apply to the <a style="color:#0000EE" 
+   href="https://huggingface.co/datasets/CS2CD/CS2CD.Counter-Strike_2_Cheat_Detection/commit/44e5129654508b22802a050a45bcdbb44b103d87">
+   CS2CD</a> dataset at commit <code style="background-color:#f5f5f5; color:#7a7a7a">44e5129654508b22802a050a45bcdbb44b103d87</code> 
+   also apply to this project.</p>
+</div>
+
+The context windows(CW) in this dataset are centered around kills. These CWs capture the data 
+of two parties: The attacker(the player performing the kill) and the victim(the player being killed). 
+Given that the attacker was a cheater, the CW would be marked as a "cheater kill". Kills not 
+performed by a cheater were marked as not-cheater kills regardless of whether the victim was a cheater or not.
+
+Counter-Strike 2 gameplay data is recorded in 64 ticks/second. With the CW length being 256 ticks, the CWs
+capture 4 seconds of gameplay.
+
+| Ticks before kill | Ticks after kill | Total Number of ticks |
+|-------------------|------------------|-----------------------|
+| number            | number           | Number                |
+
+
+