Public CS2 data catalog

Professional CS2 utility dataset

Download the machine-readable catalog behind Daily CS Nades. It currently contains 7,310 professional grenade events with supporting maps, players, teams, matches, radar coordinates, callouts and verified public video references.

Published August 14, 2026Catalog updated September 5, 2026UTF-8 CSV and JSON

7,310

utility events

7,306

radar landings

83

players indexed

10

competitive maps

Coverage boundaries

Raw evidence and watchable lineups are kept distinct

The complete dataset preserves 7,310 utility events from the indexed demos, including events that do not yet have a public guide. This lets the catalog retain match evidence without presenting an unavailable video as a watchable lineup.

The public nade directory applies a stricter boundary: a throw must have a calibrated landing point and at least one verified public video. 1292 events currently meet both conditions. Scheduled and private uploads never enter the videos collection.

1,741

Finished clips

Events connected to a completed capture or editing artifact.

1,292

Publicly watchable

Radar-mapped events linked to at least one public guide.

130

Named landings

Events with a source-backed landing callout; labels are never guessed.

34

Public guides

Approved long-form YouTube videos represented in the catalog.

JSON structure

What the download contains

maps

Map IDs, display names, competitive status, radar images, layers and calibrated world-to-radar transforms.

players, teams and playerTeams

Stable player and team identities plus the roster a player represented in each match.

matches

Map, teams, final side scores, round count and the source match identifier.

utilityEvents

Grenade type, player, team, side, round, throw and landing radar coordinates, named callouts, clip state and linked guide IDs.

videos

Public long-form guide metadata, YouTube URL, thumbnail, player, map, utility totals, event IDs and exact event timestamps.

Provenance and validation

From match demo to public data

  1. 01

    Extract match evidence

    Professional Counter-Strike 2 demos supply the player, team-at-match, side, round and grenade event.

  2. 02

    Calibrate radar positions

    World coordinates are converted with the map’s Valve radar transform and rejected when they fall outside the calibrated image.

  3. 03

    Join public guides

    Approved long-form videos are connected to their source events and exact timestamps after YouTube reports them as public.

  4. 04

    Export the safe catalog

    The exporter removes private filesystem and production state, validates every public entity and writes deterministic JSON and event-level CSV files.

The export fails when a coordinate falls outside its calibrated radar, when a local filesystem path reaches a public field or when required entity relationships are invalid. Callouts remain null when the source audit cannot support a name.

Current scope

Seven matches across ten radar maps

The catalog currently includes 18 indexed matches, 17 team identities and 10 current or recent competitive map radars. Cache is the first map with a full set of public player guides; other map evidence becomes browsable when its approved guide publishes.

Review map coverage →

Worked analysis

See the Cache sample analyzed

The Cache utility report uses the same public catalog and explains its filter boundary, grenade mix, T/CT split, named landing groups and player-guide coverage without treating the sample as the full pro meta.

Read the Cache utility analysis →

Reference the dataset

Use the canonical page when citing these figures

Link to this landing page rather than the raw JSON so readers can see the current update date, collection method, field definitions and coverage limitations alongside the download.

Daily CS Nades (2026). Daily CS Nades Professional CS2 Utility Dataset. https://dailycsnades.com/data/cs2-pro-utility-dataset
Read the publisher, validation and update methodology →

Frequently asked questions

Using the CS2 utility dataset

How often is the CS2 pro utility dataset updated?

The automated catalog audit checks its source manifests and YouTube publishing state hourly. When verified public data changes, the JSON artifact and this page update during the next successful site deployment.

What makes a utility event browsable on Daily CS Nades?

An event needs both a calibrated radar landing position and at least one public video guide. 1292 of the current 7,310 events meet that stricter website browsing boundary.

Does the dataset expose scheduled or private videos?

No. The videos collection includes only approved long-form guides with a real YouTube ID after YouTube reports them as public. Scheduled and private uploads stay outside the public catalog.

Which download formats are available?

The complete relational catalog is available as UTF-8 JSON. An analysis-ready CSV provides one row per utility event with joined map, player, team, callout and public-video fields.

Download the current dataset

Use CSV for event-level analysis or JSON for the complete validated entity graph behind the searchable Daily CS Nades website.