Gaming datasets

Player behavior, game analytics, virtual economies

79 ready-made datasets
8 formats, Excel to Parquet
First download free

What the 79 cover1 square = 1 dataset

Energy & emissions28
Studios, assets & esports17
Players & sessions16
Servers & performance11
Purchases & items7

Grouped by dataset title and tags.

Showing all 24 on this page

Energy & emissions

Gaming Hardware Carbon Impact Logs

Device identification, emission sources, energy usage, certification status

This dataset provides detailed, stage-by-stage carbon emission logs for gaming hardware across the entire supply chain, including device identification, emission sources, energy usage, certification status, and compliance standards. It enables manufacturers, studios, and sustainability teams to benchmark environmental impact, track responsible sourcing, and ensure regulatory compliance throughout the hardware lifecycle.

25 cols

hardware_type
carbon_emission_kgco2e
manufacturer_name
model_name
+21

Open in factory

hardware_type: console
carbon_emission_kgco2e: 208.7
manufacturer_name: GameSphere Inc.

Studios, assets & esports

Esports Asset Delivery Tracker

Art, code, and audio—for esports titles

This dataset provides detailed, real-time tracking of gaming asset deliveries—including art, code, and audio—for esports titles. It enables studios to monitor workflow progress, identify bottlenecks, assess supplier reliability, and optimize asset management for competitive game releases. The comprehensive schema supports operational oversight and strategic planning for game development pipelines.

15 cols

asset_type
asset_name
delivery_status
delivery_priority
+11

Open in factory

asset_type: art
asset_name: Phoenix_Texture_v2
delivery_status: in_progress

Energy & emissions

Gaming Server Sustainability Metrics Log

Energy consumption, renewable energy usage, carbon emissions

This dataset provides detailed, time-stamped logs of energy consumption, renewable energy usage, carbon emissions, and offset activities for gaming servers across different data centers. Designed for sustainability leads and gaming companies, it supports real-time environmental impact monitoring, resource optimization, and compliance with ESG reporting standards.

16 cols

server_name
server_utilization_percentage
data_center_location
energy_consumed_kwh
+12

Open in factory

server_name: NA-Alpha-1
server_utilization_percentage: 76.3
data_center_location: New York, USA

Purchases & items

Virtual Item Supply Chain Events

Item creation, transfer, optimization, and risk events

This dataset provides granular event-level tracking of virtual item supply chains in gaming environments, including item creation, transfer, optimization, and risk events. It enables studios and analytics teams to analyze item flows, identify operational bottlenecks, and assess risk factors, supporting improved efficiency and player experience. The flat schema design facilitates integration with BI tools and scalable analytics.

20 cols

event_type
virtual_item_type
virtual_item_name
event_status
+16

Open in factory

event_type: creation
virtual_item_type: weapon
virtual_item_name: Phoenix Rifle

Servers & performance

Gaming Server Downtime Cost Log

Timestamps, affected games and servers, incident causes

This dataset provides detailed logs of gaming server downtime incidents, including timestamps, affected games and servers, incident causes, and comprehensive cost breakdowns. It enables small gaming studios to quantify both direct and indirect financial impacts, monitor compliance triggers, and optimize operational responses. The dataset is ideal for downtime analysis, resource allocation, and regulatory reporting.

21 cols

server_name
direct_cost_usd
indirect_cost_usd
total_cost_usd
+17

Open in factory

server_name: Alpha-1
direct_cost_usd: 980
indirect_cost_usd: 1450

Energy & emissions

Gaming Studio ESG Compliance Log

ESG (Environmental, Social, Governance) compliance activities, risks

This dataset provides a comprehensive log of ESG (Environmental, Social, Governance) compliance activities, risks, and initiatives for gaming studios. It enables transparent tracking of sustainability actions, regulatory conformance, and social responsibility progress, supporting benchmarking and reporting for both operational teams and external stakeholders.

20 cols

studio_name
esg_category
compliance_status
activity_type
+16

Open in factory

studio_name: Pixel Forge Games
esg_category: Environmental
compliance_status: in_progress

Studios, assets & esports

Gaming Asset Supply Chain Tracker

End-to-end visibility into the flow, custody

This dataset provides end-to-end visibility into the flow, custody, and operational status of digital gaming assets across multiple vendors, hosting providers, and endpoints. It enables gaming and esports managers to identify bottlenecks, assess operational risks, and trace asset provenance for improved supply chain transparency and incident response.

16 cols

asset_name
asset_type
provenance_chain
platform_vendor_name
+12

Open in factory

asset_name: Shadow Reaper Skin
asset_type: skin
provenance_chain: PV-101|HP-201|END-01-EU

Energy & emissions

Gaming Studio ESG Impact Metrics

Annual record of environmental, social

This dataset provides a comprehensive annual record of environmental, social, and governance (ESG) impact metrics for small-to-mid gaming studios. It enables studios to transparently report sustainability efforts, diversity, governance practices, and community engagement, supporting compliance with industry standards and facilitating benchmarking for investors and stakeholders.

25 cols

studio_name
esg_report_url
esg_certifications
reporting_year
+21

Open in factory

studio_name: PixelForge Interactive
esg_certifications: ISO 14001,B Corp
reporting_year: 2022

Energy & emissions

Cloud Gaming Supply Chain Emissions

Carbon emissions across cloud gaming supply chains

This dataset provides detailed, granular tracking of carbon emissions across cloud gaming supply chains, covering hardware sourcing, distribution logistics, operational energy use, and ESG compliance. It enables sustainability managers and analysts to pinpoint emission hotspots, monitor compliance, and optimize supply chain processes for environmental impact reduction.

23 cols

hardware_supplier_name
distribution_emissions_kgco2e
operation_emissions_kgco2e
total_emissions_kgco2e
+19

Open in factory

hardware_supplier_name: Nvidia
distribution_emissions_kgco2e: 25120.8
operation_emissions_kgco2e: 103200.2

Energy & emissions

Game Server Sustainability Metrics

Resource consumption, energy efficiency, carbon emissions

This dataset provides detailed sustainability metrics for multiplayer gaming servers, including resource consumption, energy efficiency, carbon emissions, and ESG compliance status. It enables gaming studios and sustainability teams to monitor, analyze, and optimize server operations for environmental and social responsibility, supporting both operational excellence and regulatory reporting. The dataset is ideal for benchmarking, trend analysis, and driving sustainability initiatives within the gaming industry.

19 cols

server_name
operator_team
reporting_period_start
reporting_period_end
+15

Open in factory

server_name: AtlasUS-East1
operator_team: Ops Alpha
reporting_period_start: 2024-04-01

Studios, assets & esports

Gaming Developer Remote Productivity Metrics

Work patterns, tool usage, and project outcomes across distributed teams

This dataset provides detailed daily productivity and collaboration metrics for remote gaming developers, including work patterns, tool usage, and project outcomes across distributed teams. It enables gaming studios to optimize team structures, improve workflow efficiency, and assess the impact of remote work on project delivery and quality.

21 cols

developer_name
productivity_score
studio_name
project_name
+17

Open in factory

developer_name: Ava Thompson
productivity_score: 83.2
studio_name: Gamify Works

Servers & performance

Gaming Server Resource Allocation Log

Resource types, amounts, server status, and downtime expectations

This dataset provides detailed logs of resource allocation events across gaming servers, including resource types, amounts, server status, and downtime expectations. It enables gaming operations teams to analyze resource usage patterns, identify operational bottlenecks, and optimize server maintenance schedules for large multiplayer environments. The dataset is ideal for forecasting resource needs and minimizing downtime in high-availability gaming infrastructures.

15 cols

server_name
server_location
resource_type
resource_amount
+11

Open in factory

server_name: NA East Titan
server_location: us-east-1
resource_type: CPU

Energy & emissions

Gaming Platform Carbon Footprint Metrics

Energy consumption, renewable sourcing, and emissions breakdowns by scope

This dataset provides detailed carbon footprint metrics for gaming platforms, including energy consumption, renewable sourcing, and emissions breakdowns by scope. It enables sustainability teams and studio leads to monitor environmental impact, benchmark progress, and support ESG reporting initiatives. The comprehensive structure supports actionable insights for reducing emissions and improving operational efficiency.

19 cols

platform_name
carbon_intensity_gco2e_per_kwh
platform_type
platform_owner
+15

Open in factory

platform_name: CloudX Gaming
carbon_intensity_gco2e_per_kwh: 241.677
platform_type: cloud

Studios, assets & esports

Esports Team Remote Training KPIs

Remote esports team training sessions, capturing attendance

This dataset provides granular tracking of remote esports team training sessions, capturing attendance, skill assessments, network latency, and communication effectiveness for players across multiple regions. Designed for esports managers and coaches, it enables data-driven optimization of remote training strategies and team development, supporting both operational oversight and performance analytics.

15 cols

team_name
player_name
player_role
attendance_status
+11

Open in factory

team_name: Quantum Titans
player_name: Jinx
player_role: carry

Servers & performance

Gaming Cloud Asset Supply Tracker

Real-time tracking of digital asset movement, usage

This dataset provides granular, real-time tracking of digital asset movement, usage, and performance within gaming cloud infrastructure. It enables studios to monitor asset delivery across remote teams, identify latency and bandwidth bottlenecks, and optimize resource allocation for improved game development workflows and user experience.

20 cols

asset_name
asset_type
asset_size_mb
game_title
+16

Open in factory

asset_name: Forest Texture Map
asset_type: texture
asset_size_mb: 45.6

Studios, assets & esports

Gaming Asset Delivery Pipeline Tracking

Real-time tracking of gaming asset delivery pipelines

This dataset offers comprehensive, real-time tracking of gaming asset delivery pipelines, capturing operational metrics from initial creation through live updates. It empowers studios to monitor bottlenecks, ensure compliance with update schedules, and benchmark efficiency at each stage, supporting data-driven process optimization and team performance analysis.

16 cols

asset_name
asset_type
pipeline_stage
delivery_duration_hours
+12

Open in factory

asset_name: Hero_Main_Model
asset_type: model
pipeline_stage: qa

Purchases & items

Gaming Item Inventory Tracker

In-game item inventories and transaction movements across regions

This dataset provides a comprehensive record of in-game item inventories and transaction movements across regions and player segments, enabling gaming platforms to monitor distribution, detect anomalies, and prevent fraud. It supports operational decision-making by tracking item attributes, inventory levels, and detailed transaction histories for each player.

14 cols

item_name
item_type
inventory_level
rarity
+10

Open in factory

item_name: Blade of Dawn
item_type: weapon
inventory_level: 26

Energy & emissions

Gaming Server Carbon Footprint Dataset

Renewable energy usage and benchmarking references

This dataset provides detailed, workload-level tracking of carbon emissions and energy consumption for gaming servers, including renewable energy usage and benchmarking references. It enables indie and SMB game studios to evaluate sustainability initiatives, compare server clusters, and analyze geographic and hardware impacts on carbon footprint. Ideal for environmental reporting, operational optimization, and industry benchmarking.

20 cols

carbon_emissions_kg
server_type
server_power_rating_kw
studio_name
+16

Open in factory

carbon_emissions_kg: 8.1
server_type: cloud
server_power_rating_kw: 12

Energy & emissions

Gaming Studio Energy Consumption

Phase-specific energy consumption

This dataset provides detailed, phase-specific energy consumption and carbon emissions data for gaming studios across development, QA, and launch cycles. It enables sustainability benchmarking, operational efficiency analysis, and supports ESG reporting by including renewable energy usage and certification status. Ideal for identifying energy-saving opportunities and comparing carbon intensity across projects and releases.

15 cols

studio_name
energy_consumed_kwh
renewable_energy_pct
project_name
+11

Open in factory

studio_name: PixelForge Studios
energy_consumed_kwh: 1200.5
renewable_energy_pct: 42.5

Energy & emissions

Gaming Server Carbon Tracking

Server location, platform, energy sources, and ESG compliance indicators

This dataset provides detailed, timestamped records of energy consumption and carbon emissions for gaming servers, including server location, platform, energy sources, and ESG compliance indicators. It enables operators and environmental teams to benchmark sustainability performance, optimize energy efficiency, and support regulatory reporting for digital services. The dataset is ideal for tracking progress toward ESG goals and identifying opportunities for greener operations.

16 cols

server_name
carbon_emissions_kgco2e
server_utilization_percent
platform
+12

Open in factory

server_name: US-East-Prod-Gaming
carbon_emissions_kgco2e: 45.8
server_utilization_percent: 78.2

Energy & emissions

Game Server Energy Management Logs

Energy consumption, operational metrics

This dataset provides granular logs of energy consumption, operational metrics, and sustainability indicators for distributed game servers. It supports anomaly detection, resource optimization, and ESG reporting, empowering gaming companies to enhance efficiency and meet environmental goals. The schema enables robust analysis of usage patterns, carbon emissions, and renewable energy adoption across server infrastructures.

17 cols

server_name
energy_consumed_kwh
renewable_energy_percent
location_data_center
+13

Open in factory

server_name: AlphaNode-01
energy_consumed_kwh: 45.8
renewable_energy_percent: 60.2

Energy & emissions

Gaming Merchandise Carbon Footprint Logs

Stage-level carbon footprint logs for physical gaming merchandise

This dataset provides detailed, stage-level carbon footprint logs for physical gaming merchandise, enabling companies to benchmark emissions across supply chain stages, identify sustainability gaps, and support ESG reporting. Each entry captures key attributes such as merchandise type, supply chain stage, emission source, certifications, and renewable energy usage, making it ideal for sustainability analytics and compliance initiatives.

27 cols

merchandise_name
merchandise_type
carbon_emissions_kgco2e
company_name
+23

Open in factory

merchandise_name: Galactic Quest T-shirt
merchandise_type: t-shirt
carbon_emissions_kgco2e: 120.45

Energy & emissions

E-Sports Event Carbon Footprint

Energy consumption, travel, waste, and offset data

This dataset provides detailed carbon footprint and sustainability metrics for e-sports events, including energy consumption, travel, waste, and offset data. It enables organizers and sponsors to benchmark environmental impact, report on ESG initiatives, and identify opportunities for more sustainable event management. The comprehensive structure supports analysis, reporting, and strategic decision-making for gaming startups and event professionals.

25 cols

event_name
carbon_emissions_total_kg
carbon_emissions_energy_kg
carbon_emissions_travel_kg
+21

Open in factory

event_name: Global Gaming Arena 2024
carbon_emissions_total_kg: 35122.3
carbon_emissions_energy_kg: 11700

Studios, assets & esports

Gaming Asset Pipeline Tracker

Digital gaming assets as they move through multi-stage development pipelines, capturing

This dataset provides granular tracking of digital gaming assets as they move through multi-stage development pipelines, capturing status, resource allocation, bottlenecks, and team assignments. It enables studios to identify workflow inefficiencies, optimize resource allocation, and improve supply chain resilience for game production. Ideal for operational analytics, project management, and strategic planning in game development.

19 cols

asset_name
asset_type
pipeline_stage
stage_start_datetime
+15

Open in factory

asset_name: Main Hero Model
asset_type: character
pipeline_stage: modeling

What’s inside. Column by column.

Columns and codes found in the sample rows of all 79 gaming datasets.

Most common columnsDatasets, of 79

region23
player_id19
game_id18
game_title17
server_id17
platform15
log_id14
studio_id14
energy_consumed_kwh12

Standard codes in the sample rowsDatasets, of 79

ISO 3166 countries27
ISO 4217 currencies3

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

Your sentence

Guild players: 2× sessions
Real device models
2% missing lengths

Preview 20 rows freeNo signup. No card.

Sessions per player

Sample rows for: Player sessions where players who join a guild play twice as many sessions, with real device models and 2% of session lengths missing.
guild	device	session_min	level
yes	iPhone 13	42	31
no	Galaxy A54	18	12
yes	PS5	—	44
no	Nintendo Switch	25	9

A pattern you asked for Everything else

Next door to gaming.

All 19 categories →

Collections

Try a search

What should your data show?

No signup. No card.