Upload README.md

README.md

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----
-tags:
-- ml-intern
----
-# Real Human Conversations Multilingual Dataset
-
-A unified dataset of real human conversations from across the world.
-
-## Languages
-- English: Reddit, Discord, Twitch, therapy, Usenet
-- Russian: Telegram chats
-- Italian: Usenet newsgroups
-- Japanese: Speech transcriptions
-- Korean: Everyday conversations
-
-## Format (Parquet)
+# Real Human Conversations Worldwide — Multilingual Dataset
+
+A massive, unified dataset of **real human conversations** from across the world, collected from publicly available sources. This is NOT synthetic customer-service data — it contains genuine human dialogue from Reddit, Discord, Twitch, Usenet, Telegram, therapy sessions, and more.
+
+## 📊 Stats
+
+- **Total rows**: 1,609,769
+- **Total size**: ~470 MB (zstd-compressed Parquet)
+- **Format**: Parquet
+- **Languages**: English, Russian, Italian, Japanese, Korean
+
+## 🌍 Languages
+
+| Language | Rows | Size | Sources |
+|----------|------|------|---------|
+| English | 1,084,282 | 98.3 MB | Discord, Reddit, Twitch, therapy, YouTube mix |
+| Russian | 200,000 | 34.1 MB | Telegram chats |
+| Italian | 198,508 | 318.3 MB | Usenet newsgroups |
+| Japanese | 100,000 | 10.4 MB | Text conversations |
+| Korean | 26,979 | 9.1 MB | Everyday chat |
+
+## 📁 Dataset Format
+
+All data unified into a consistent schema:
+
 | Column | Type | Description |
-| text | string | Conversation text |
-| source | string | Origin dataset |
-| language | string | ISO code |
-| domain | string | Conversation type |
-| turns | int | Dialogue turns |
-| metadata | string | Extra JSON info |
-
-## Sources
-- mookiezi/Discord-Dialogues
-- HuggingFaceGECLM/REDDIT_comments
-- fsteig/conversations-30gb
-- SocialGrep/one-million-reddit-confessions
-- Den4ikAI/russian_dialogues_2
-- mii-community/UsenetArchiveIT-conversations
-- japanese-asr/whisper_transcriptions.reazon_speech_all
-- jojo0217/korean_safe_conversation
-- lparkourer10/twitch_chat
-- Amod/mental_health_counseling_conversations
-
-## Usage
+|--------|------|-------------|
+| `text` | string | Conversation / dialogue / transcript text |
+| `source` | string | Origin dataset name |
+| `language` | string | ISO language code |
+| `domain` | string | Conversation type |
+| `turns` | int | Number of dialogue turns |
+| `metadata` | string | JSON with extra info |
+
+## 🚀 Usage
+
 ```python
 from datasets import load_dataset
+
+# Load everything
 ds = load_dataset("asdf98/human-chats-worldwide", split="train")
+
+# By language
+en = ds.filter(lambda x: x["language"] == "en")
+ru = ds.filter(lambda x: x["language"] == "ru")
+it = ds.filter(lambda x: x["language"] == "it")
+ja = ds.filter(lambda x: x["language"] == "ja")
+ko = ds.filter(lambda x: x["language"] == "ko")
 ```
 
-<!-- ml-intern-provenance -->
-## Generated by ML Intern
+## 🔗 Sources
+
+All data from publicly available Hugging Face datasets:
+
+| File | Source | Type | Language |
+|------|--------|------|----------|
+| `discord_dialogues.parquet` | mookiezi/Discord-Dialogues | Real Discord chats | en |
+| `reddit_comments.parquet` | HuggingFaceGECLM/REDDIT_comments | Reddit threads | en |
+| `reddit_confessions.parquet` | SocialGrep/one-million-reddit-confessions | Real confessions | en |
+| `reddit_questions.parquet` | SocialGrep/one-million-reddit-questions | AskReddit | en |
+| `reddit_youtube_mix.parquet` | fsteig/conversations-30gb | Reddit+YouTube mix | en |
+| `russian_dialogues.parquet` | Den4ikAI/russian_dialogues_2 | Telegram chats | ru |
+| `italian_usenet.parquet` | mii-community/UsenetArchiveIT-conversations | Usenet forums | it |
+| `twitch_chat.parquet` | lparkourer10/twitch_chat | Live stream chat | en |
+| `mental_health.parquet` | Amod/mental_health_counseling_conversations | Therapy sessions | en |
+| `japanese_text.parquet` | izumi-lab/llm-japanese-dataset | Japanese conversations | ja |
+| `korean_conversations.parquet` | jojo0217/korean_safe_conversation | Everyday Korean chat | ko |
 
-This dataset repository was generated by [ML Intern](https://github.com/huggingface/ml-intern), an agent for machine learning research and development on the Hugging Face Hub.
+## ⚠️ Notes
 
-- Try ML Intern: https://smolagents-ml-intern.hf.space
-- Source code: https://github.com/huggingface/ml-intern
+- All data is **publicly posted** by real humans on public platforms
+- No private messages or non-consensual data
+- Filtered to remove `[deleted]`, `[removed]`, and very short posts
+- Some content may be informal, colloquial, or contain strong language