πŸ“Š
Counterquant Cs2 Demos dataset by KEDevO
⭐ 60.1
πŸ“Š
Dataset

Counterquant Cs2 Demos

by KEDevO kedevo/counterquant-cs2-demos
Free2AITools Nexus Index
60.1
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 62
P: Popularity 51
R: Recency 66
Q: Quality 50
Tech Context
Vital Performance —
Source β†’
Data Integrity 60.1 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID kedevo/counterquant-cs2-demos
License CC-BY-4.0
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_kedevo_counterquant_cs2_demos,
  author = {KEDevO},
  title = {Counterquant Cs2 Demos Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/KEDevO/CounterQuant-CS2-Demos}},
  note = {Accessed via Free2AITools.}
}
APA Style
KEDevO. (2026). Counterquant Cs2 Demos [Dataset]. Free2AITools. https://huggingface.co/datasets/KEDevO/CounterQuant-CS2-Demos

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) 62
Popularity (P) 51
Recency (R) 66
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Counterquant Cs2 Demos: Authority (A:62), Popularity (P:51), Recency (R:66), Quality (Q:50). 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
32,150

🎯 Task Categories

other

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

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Schema not yet indexed for this dataset.

Dataset Specification

CounterQuant CS2 Demos

The largest open collection of professional CS2 demo files (.dem)

Raw competitive Counter-Strike 2 demos collected from HLTV.org β€” focused on Tier 1 & Tier 2 matches.

Curated and maintained by Eimantas Kulbe (KEDevO) as part of the CounterQuant esports analytics project.

πŸ“Š Dataset Overview

  • Total Size: 3.74 TB+ (and continuously growing)
  • Time Period: January 2024 – Present
  • Focus: Tier 1 & Tier 2 professional matches
  • Update Frequency: New demos added within 24–48 hours after matches
  • Last Updated: May 20, 2026

🎯 Goal & Philosophy

To provide the global research, analytics, and esports community with unrestricted access to high-quality professional CS2 demo files.

Philosophy: Raw data only. No gatekeeping. Parse it, analyze it, and build whatever you want.

πŸ“ File Structure

bash 
data/
β”œβ”€β”€ 2024/
β”‚   β”œβ”€β”€ tier1/
β”‚   └── tier2/
β”œβ”€β”€ 2025/
β”‚   β”œβ”€β”€ tier1/
β”‚   └── tier2/
└── 2026/
    β”œβ”€β”€ tier1/
    └── tier2/

Example filepath: data/2025/tier1/2401337/vitality-vs-g2-inferno.dem

πŸš€ Quick Start

Download specific year + tier (Recommended)

python 
from huggingface_hub import snapshot_download

# Example: Download all 2025 Tier 1 demos
snapshot_download(
    repo_id="KEDevO/CounterQuant-CS2-Demos",
    repo_type="dataset",
    allow_patterns="data/2025/tier1/**",
    local_dir="./cs2_demos",
    resume_download=True
)

Parse a demo

python 
from demoparser2 import DemoParser

parser = DemoParser("data/2025/tier1/2401337/vitality-vs-g2-inferno.dem")

kills = parser.parse_event("player_death")
rounds = parser.parse_ticks(["total_rounds_played", "cash_spent_t", "cash_spent_ct"])

What You Can Build

  • Advanced win p

Social Proof

HuggingFace Hub
32.1KDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face 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--kedevo--counterquant-cs2-demos
slug
kedevo--counterquant-cs2-demos
source
huggingface
author
KEDevO
license
CC-BY-4.0
tags
task_categories:other, language:en, license:cc-by-4.0, size_categories:n>1t, region:us, cs2, counter-strike, esports, demos, sports-analytics, game-theory, esports-research

πŸ“Š Engagement & Metrics

downloads
32,150

Data indexed from public sources. Updated daily.