πŸ“Š
Telegram Spam Messages (Russian) dataset by aakras
⭐ 27.4
πŸ“Š
Dataset

Telegram Spam Messages (Russian)

by aakras aakras/telegram-spam-messages-russian
Free2AITools Nexus Index
27.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 39
P: Popularity 19
R: Recency 25
Q: Quality 30
Tech Context
Vital Performance —
Source β†’
Data Integrity 27.4 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID aakras/telegram-spam-messages-russian
License CC BY-SA 4.0
Provider kaggle
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_aakras_telegram_spam_messages_russian,
  author = {aakras},
  title = {Telegram Spam Messages (Russian) Dataset},
  howpublished = {\url{https://www.kaggle.com/datasets/aakras/telegram-spam-messages-russian}},
  note = {Accessed via Free2AITools.}
}
APA Style
aakras. Telegram Spam Messages (Russian) [Dataset]. Free2AITools. https://www.kaggle.com/datasets/aakras/telegram-spam-messages-russian

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 39
Popularity (P) 19
Recency (R) 25
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for Telegram Spam Messages (Russian): Authority (A:39), Popularity (P:19), Recency (R:25), Quality (Q:30). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
⬇️
Downloads
31

πŸ‘οΈ Data Preview

πŸ“Š

Row-level preview not available for this dataset.

Schema structure is shown in the Field Logic panel when available.

πŸ”— Explore Full Dataset β†—

🧬 Field Logic

🧬

Schema not yet indexed for this dataset.

Dataset Specification

This dataset contains raw spam messages collected from Telegram groups.

Social Proof

HuggingFace Hub
31Downloads
Hub Discussions
πŸ“Š Data Source: Kaggle β†—
πŸ”„ Updated daily

Source summary: Based on Kaggle metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--aakras--telegram-spam-messages-russian
slug
aakras--telegram-spam-messages-russian
source
kaggle
author
aakras
license
CC BY-SA 4.0
tags
[object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object Object], [object

πŸ“Š Engagement & Metrics

downloads
31
stars
0
forks
0

Data indexed from public sources. Updated daily.