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diff --git a/README.md b/README.md
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+---
+license: cc-by-nc-sa-4.0
+task_categories:
+- text-classification
+tags:
+- click
+- advertising
+- commerce
+size_categories:
+- n>1T
+---
+
+# 📊 Criteo 1TB Click Logs Dataset
+
+This dataset contains **feature values and click feedback** for millions of display ads. Its primary purpose is to **benchmark algorithms for clickthrough rate (CTR) prediction**.
+
+It is similar, but larger than the dataset released for the Display Advertising Challenge hosted by Kaggle:  
+🔗 [Kaggle Criteo Display Advertising Challenge](https://www.kaggle.com/c/criteo-display-ad-challenge)
+
+
+## 📁 Full Description
+
+This dataset contains **24 files**, each corresponding to **one day of data**.
+
+### 🏗️ Dataset Construction
+
+- The training data spans **24 days** of Criteo traffic.
+- Each row represents a **display ad** served by Criteo.
+- The **first column** indicates whether the ad was **clicked (1)** or **not clicked (0)**.
+- Both **positive (clicked)** and **negative (non-clicked)** examples have been **subsampled**, though at **different rates** to keep business confidentiality.
+
+## 🧱 Features
+
+- **13 integer features**  
+  Mostly count-based; represent numerical properties of the ad, user, or context.
+  
+- **26 categorical features**  
+  Values are **hashed into 32-bit integers** for anonymization.  
+  The **semantic meaning** of these features is **undisclosed**.
+
+> ⚠️ Some features may contain **missing values**.
+
+
+## 🧾 Data Format
+
+- Rows are **chronologically ordered**
+- Columns are **tab-separated** and follow this schema:
+  > `<label> <int_feature_1> ... <int_feature_13> <cat_feature_1> ... <cat_feature_26>`
+- If a value is missing, the field is simply **left empty**.
+
+
+## 🔄 Differences from Kaggle Challenge Dataset
+
+- 📅 The data covers a **different time period**
+- 🔄 **Subsampling ratios** differ
+- 🔢 **Ordering of features** is different
+- 🧮 Some features have **different computation methods**
+- 🔐 **Hash function** for categorical features has changed
\ No newline at end of file
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