Premium Telegram Dataset (1.9M Channels & Groups + GEO + AI) JUNE 2026

Product description

For sale: A comprehensive, structured dataset of Telegram channels and groups from June 2026. This is a thoroughly cleaned, filtered, and AI-enriched database.

Every single channel and group in the dataset is classified and has a strictly assigned category.

The perfect solution for developers (for launching TGStat/Telemetr alternatives), Data Scientists, large arbitrage teams (CPA/Media Buying), and professional marketers.

The database has undergone full validation in June 2026 and is completely cleaned of inactive and deleted links. Please note: due to the dynamic nature of the Telegram platform itself, a minimal fraction of resources may be blocked or deleted by administrators over time.

DATASET SCALE

* Total valid records (rows): 1,946,977

* Telegram Channels: 1,579,133

* Telegram Groups/Chats: 367,844

GEO-STATISTICS OF THE DATABASE (297,868 rows with guaranteed targeting DOWN TO THE CITY LEVEL)

The dataset includes a unique data segment where a specific CITY (not just a country) is 100% accurately identified and specified for each resource. Locations are verified with maximum precision. Top among confirmed cities and countries:

* 🇷🇺 Russia (with a deep breakdown by Russian cities): 135,448 channels | 21,235 groups (each channel/group is linked to a specific city; the rest of the Russian segment without explicit city markers is in the general global list)

* 🌍 Iran (with a breakdown by cities): 39,519 channels | 3,253 groups

* 🌍 Uzbekistan (with a breakdown by cities): 13,018 channels | 8,082 groups

* ...as well as dozens of other countries, where a specific city is guaranteed to be specified for each of the 297,868 channels and chats.

PREMIUM VALUE AND AI LABELING (15 STRUCTURED FIELDS)

You get a fully ready-to-use dataset. No need to spend budgets on neural network APIs for content analysis anymore. The export includes the following filled fields:

• name — Username
• link — Direct link (including private and invite links in joinchat and t.me/+abcd1234efg formats)
• title — Title
• type — Type (channel / group)
• category — Category in English (over 45 niches, assigned to every object)
• category_ru — Category in Russian (over 45 niches, assigned to every object)
• subs — Exact subscriber count
• language — Content language
• country — Country (only those that could be accurately determined)
• city — City (only those that could be accurately determined)
• ai_description — AI-generated brief description of the content essence
• tags — AI-generated thematic tags for granular filtering
• description — Original channel/group bio
• unsafe — Safety flag (true/false) for instant filtering out of scams, shock content, erotica, and adult content
• parsed_at — Exact timestamp of parsing/update

EXPORT FORMATS

The data comes in a convenient zip archive, prepared for both regular users and programmers.

• For Marketers & Analysts (CSV and XLSX formats):

* CSV: The database is split into files (delimeter ;, UTF-8). Easy to open in Excel, with filters and search by keywords, tags, or subscribers.

* XLSX (Excel): Fully optimized for Excel, split into logical tabs with ready-made formatting and frozen headers for out-of-the-box use.

• For Developers (SQLite and JSONL formats):

* SQLite (.db): Single file with 2M rows. SQL queries take under 1 second.

* JSON Lines (.jsonl): Line-by-line format for fast import into scripts, Elasticsearch, MongoDB, or PostgreSQL with zero RAM load.

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Link to the demo file (50-row sample):

https://vk.cc/cYS7Pi

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Link to full GEO and category statistics:

https://vk.cc/cYQpZn