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.

79 datasets · page 1 of 4

Showing all 24 on this page

Servers & performance

Game Server Moderation Action Logs

Moderator and player identifiers, action types, incident triggers, outcomes

This dataset provides detailed logs of real-time moderation actions across multiplayer game servers, including moderator and player identifiers, action types, incident triggers, outcomes, and appeal statuses. It enables comprehensive analysis of moderation efficiency, common causes of disruptive behavior, and effectiveness of interventions, supporting safer online environments and optimal resource allocation.

16 cols

  • moderator_username
  • action_type
  • action_reason
  • action_duration_minutes
  • +12
Open in factory
moderator_username
GameGuard
action_type
ban
action_duration_minutes
0

Energy & emissions

Cloud Gaming Energy Impact

Session-level metrics on energy consumption, carbon emissions

This dataset provides detailed, session-level metrics on energy consumption, carbon emissions, and sustainability factors for cloud gaming platforms. It enables operational managers and sustainability officers to benchmark efficiency, track renewable energy usage, and analyze the environmental impact of gaming infrastructure across regions and platforms.

19 cols

  • energy_consumed_kwh
  • renewable_energy_share_percent
  • platform_name
  • game_title
  • +15
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energy_consumed_kwh
2.9
renewable_energy_share_percent
92.5
platform_name
GeForce NOW

Energy & emissions

Online Game Server Energy Log

Location, performance metrics, and green certification status

This dataset provides detailed logs of energy consumption and operational downtime for online game servers, including location, performance metrics, and green certification status. It enables gaming companies to monitor infrastructure efficiency, identify cost-saving opportunities, and support sustainability compliance initiatives.

15 cols

  • server_name
  • energy_consumption_kwh
  • log_start_time
  • log_end_time
  • +11
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server_name
Orion-NA01
energy_consumption_kwh
528.4
downtime_minutes
0

Energy & emissions

Gaming Platform Emissions Tracking Log

Platform identifiers, geographic regions, reporting intervals

This dataset provides granular, time-stamped logs of energy consumption and carbon emissions from cloud gaming platforms, including platform identifiers, geographic regions, reporting intervals, and renewable energy usage. It is designed to support sustainability benchmarking, infrastructure optimization, and compliance with environmental standards for gaming operations. The dataset enables ESG professionals and operational managers to monitor, report, and reduce the environmental impact of cloud gaming services.

15 cols

  • platform_name
  • emissions_co2e_kg
  • emissions_factor_kgco2e_per_kwh
  • energy_consumed_kwh
  • +11
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platform_name
GeForce NOW
emissions_co2e_kg
15.28
emissions_factor_kgco2e_per_kwh
0.358

Energy & emissions

Green Procurement Metrics for Games

Supplier details, sustainability metrics, financial values

This dataset provides granular, studio-level tracking of green procurement activities for game development projects, including supplier details, sustainability metrics, financial values, and compliance status. It empowers studios to optimize sourcing strategies, report on ESG initiatives, and evaluate supplier sustainability performance for regulatory and industry standards.

18 cols

  • procurement_category
  • procurement_value_usd
  • is_supplier_certified_green
  • procurement_date
  • +14
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procurement_category
hardware
procurement_value_usd
15500.5
is_supplier_certified_green
true

Purchases & items

In-Game Item Supply Integrity

Event-level audit trail for in-game items, capturing their origin

This dataset provides a detailed, event-level audit trail for in-game items, capturing their origin, all ownership transfers, and any integrity or fraud flags. Designed for indie game studios and platform operators, it enables transparent tracking of virtual item supply chains, supports detection of duplication or fraud, and helps maintain a fair and secure in-game economy.

18 cols

  • item_type
  • item_name
  • item_status
  • generation_method
  • +14
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item_type
weapon
item_name
Iron Sword
item_status
active

Energy & emissions

Gaming Studio Carbon Footprint Logs

Activity-level logs of carbon emissions for gaming studios

This dataset provides detailed, activity-level logs of carbon emissions for gaming studios, capturing emissions across development, testing, and live operations. It enables ESG officers and sustainability teams to quantify emissions, track the impact of decarbonization initiatives, and identify high-impact activities for targeted improvements. The dataset supports compliance, reporting, and strategic planning for sustainable game development.

22 cols

  • studio_name
  • project_name
  • activity_type
  • emission_scope
  • +18
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studio_name
PixelForge Studios
project_name
Sky Realms
activity_type
development

Energy & emissions

Indie Game Studio Energy Benchmarking

Energy consumption records for indie game studios, segmented by device type

This dataset provides detailed energy consumption records for indie game studios, segmented by device type, production phase, and project scale. It enables startups and developers to benchmark operational efficiency, track sustainability progress, and support ESG compliance initiatives. The data is ideal for comparative analysis, optimization, and reporting in the gaming industry.

15 cols

  • studio_name
  • energy_consumption_kwh
  • project_name
  • project_scale
  • +11
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studio_name
PixelGate Studios
energy_consumption_kwh
275.4
project_name
EcoRacer

Energy & emissions

Gaming Studio ESG Supply Chain

Detailed ESG scores, certifications, carbon emissions

This dataset provides a comprehensive view of sustainability and ethical sourcing across gaming studio supply chains, including detailed ESG scores, certifications, carbon emissions, and audit outcomes for each supplier. It enables studios to monitor supplier impact, ensure compliance, and drive green initiatives, supporting transparency and informed decision-making for ESG reporting.

25 cols

  • supplier_name
  • supplier_type
  • esg_score_environment
  • esg_score_social
  • +21
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supplier_name
GreenByte Technologies
supplier_type
hardware
esg_score_environment
88.5

Studios, assets & esports

Gaming Studio Art Asset Compliance

The art asset supply chain for indie gaming studios

This dataset provides a comprehensive view of the art asset supply chain for indie gaming studios, tracking each asset from creation through integration while monitoring ESG, copyright, licensing, and anti-fraud compliance. It enables studios to assess sourcing risks, vendor sustainability, and regulatory adherence for every asset used in their games, supporting responsible game development and risk mitigation.

21 cols

  • asset_name
  • asset_type
  • esg_compliance_status
  • game_title
  • +17
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asset_name
Warrior_Character_Model
asset_type
character
esg_compliance_status
compliant

Studios, assets & esports

Gaming Studio Remote Productivity Metrics

Metrics on remote productivity and digital collaboration within distributed gaming

This dataset provides detailed, structured metrics on remote productivity and digital collaboration within distributed gaming studios. It includes project, team, and member-level KPIs such as task completion, asynchronous workflow adoption, meeting participation, and collaboration tool usage, enabling deep analysis of remote work effectiveness and team dynamics in game development environments.

25 cols

  • studio_name
  • productivity_score
  • team_name
  • project_name
  • +21
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studio_name
PixelForge Interactive
productivity_score
9.3
team_name
Core Mechanics

Energy & emissions

Gaming Server Energy Usage Logs

Power usage, performance statistics, sustainability indicators

This dataset provides detailed, time-stamped logs of energy consumption and operational metrics across gaming servers, including power usage, performance statistics, sustainability indicators, and server status. It enables operations teams to monitor real-time efficiency, track historical trends, and support sustainability initiatives by analyzing renewable energy usage and carbon emissions. The dataset is ideal for optimizing server infrastructure, reducing costs, and improving uptime in gaming environments.

16 cols

  • server_name
  • energy_consumed_kwh
  • memory_usage_gb
  • server_status
  • +12
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server_name
Orion-Gamma
energy_consumed_kwh
7.12
memory_usage_gb
64.2

Energy & emissions

Gaming Platform Carbon Footprint Tracking

Session-level tracking of energy consumption

This dataset provides detailed, session-level tracking of energy consumption and carbon emissions for cloud-based gaming platforms. It enables sustainability officers and platform managers to analyze environmental impact, optimize infrastructure, and support ESG reporting and carbon offset initiatives. The dataset's granularity allows for in-depth operational insights and benchmarking across platforms, regions, and games.

17 cols

  • carbon_emissions_kgco2e
  • carbon_intensity_gco2e_per_kwh
  • platform_name
  • game_title
  • +13
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carbon_emissions_kgco2e
0.02
carbon_intensity_gco2e_per_kwh
30
platform_name
Xbox Cloud

Servers & performance

Gaming Cloud Resource Optimization Logs

Resource allocation, server usage

This dataset contains detailed logs of resource allocation, server usage, and optimization events in multiplayer cloud gaming environments. It includes granular metrics on CPU, memory, GPU, bandwidth, and storage usage, as well as sustainability indicators like energy consumption and carbon emissions. Ideal for research and development in dynamic cloud resource management, operational efficiency, and sustainable gaming infrastructure.

18 cols

  • resource_cpu_cores
  • resource_memory_gb
  • resource_gpu_count
  • resource_bandwidth_mbps
  • +14
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resource_cpu_cores
16
resource_memory_gb
64
resource_gpu_count
2

Purchases & items

In-Game Item Provenance Tracker

Event-level record of digital item provenance, ownership history

This dataset provides a detailed, event-level record of digital item provenance, ownership history, and trade paths within an online game's economy. It enables robust fraud detection, rarity analytics, and ESG compliance reporting, empowering gaming platforms to ensure fair play, transparency, and sustainability in virtual economies.

20 cols

  • item_type
  • item_name
  • provenance_score
  • rarity
  • +16
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item_type
weapon
item_name
Iron Sword
provenance_score
0.97

Energy & emissions

Gaming Data Center Energy Metrics

Power usage, renewable energy share, cooling efficiency

This dataset provides detailed energy and sustainability metrics for gaming data centers, including power usage, renewable energy share, cooling efficiency, and carbon emissions. It enables gaming organizations to monitor environmental impact, optimize operations, and support ESG reporting requirements. The data is structured for easy analysis across locations, organizations, and time periods.

18 cols

  • data_center_name
  • renewable_energy_share_percent
  • renewable_energy_type
  • organization_name
  • +14
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data_center_name
NorthPoint Gaming Center
renewable_energy_share_percent
74.5
renewable_energy_type
hydro

Studios, assets & esports

Gaming Content Moderation Productivity

Moderator productivity, shift coverage, content types

This dataset provides granular, actionable metrics on remote gaming content moderation, including moderator productivity, shift coverage, content types, and moderation outcomes. It enables operations managers to optimize staffing, identify workflow bottlenecks, and improve moderation quality across distributed teams. The dataset is ideal for performance analytics, workforce planning, and gaming platform compliance monitoring.

21 cols

  • moderator_name
  • moderator_location
  • content_type
  • moderation_action
  • +17
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moderator_name
Alice Chen
moderator_location
Toronto, Canada
content_type
chat

Studios, assets & esports

Game Asset Supply Chain Tracker

Operational flows, delivery efficiency, and supplier reliability

This dataset provides detailed tracking of digital game asset distribution across suppliers and gaming studios, including operational flows, delivery efficiency, and supplier reliability. It enables gaming organizations to optimize supply chain management, improve remote collaboration, and ensure transparency in asset movements for game development and esports operations.

18 cols

  • asset_name
  • asset_type
  • supplier_name
  • supplier_reliability_score
  • +14
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asset_name
Sky Fortress Map
asset_type
map
supplier_name
Digital Legends

Studios, assets & esports

Remote Gaming Team Productivity Logs

Daily productivity logs for remote gaming development teams

This dataset provides granular, daily productivity logs for remote gaming development teams, capturing task completion, collaboration frequency, blocker resolution metrics, and AI-assisted workflow usage at the individual team member level. It enables studios to analyze productivity trends, optimize remote workflows, and assess the impact of AI tools on team performance and blocker resolution speed.

17 cols

  • team_name
  • member_name
  • role
  • tasks_completed
  • +13
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team_name
Crimson Alpha
member_name
Sierra Bennett
role
developer

Energy & emissions

Charitable Gaming Event ESG Metrics

Environmental impact (carbon footprint, energy, waste)

This dataset provides comprehensive ESG metrics for nonprofit-run gaming tournaments, including environmental impact (carbon footprint, energy, waste), social initiatives (community engagement, diversity), and governance (compliance, incident reporting). It enables nonprofit managers and ESG analysts to measure, compare, and improve event sustainability and transparency, supporting regulatory compliance and stakeholder reporting.

30 cols

  • event_name
  • event_start_time
  • event_end_time
  • esg_report_submitted
  • +26
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event_name
Charity Gamers United
esg_report_submitted
true
organizer_name
Play For Good Foundation

Servers & performance

Gaming Anti-Cheat Event Monitor

Event-level logs of anti-cheat detections

This dataset provides detailed, event-level logs of anti-cheat detections and responses across online gaming platforms. It enables operational teams to analyze cheating patterns, evaluate response effectiveness, and support compliance reporting, ensuring fair play and platform security. The schema supports granular analysis by player, game, method, and outcome, making it valuable for both operational monitoring and strategic improvement.

20 cols

  • event_type
  • event_severity
  • player_username
  • game_title
  • +16
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event_type
speed-hack
event_severity
high
player_username
PhoenixRider

Studios, assets & esports

Gaming Supply Chain Disruption Tracker

Supply chain disruption events affecting gaming hardware

This dataset provides a detailed log of supply chain disruption events affecting gaming hardware and software platforms, capturing incident details, impact metrics, risk sources, and response performance. It enables operations managers to monitor vulnerabilities, benchmark incident response, and optimize contingency planning for improved supply chain resilience.

22 cols

  • supply_chain_stage
  • supplier_name
  • event_title
  • event_type
  • +18
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supply_chain_stage
manufacturing
supplier_name
Techtronix Semiconductors
event_title
PlayStation GPU Shortage

Energy & emissions

Gaming Server Sustainability Metrics

Energy consumption, carbon emissions, renewable energy usage

This dataset provides detailed sustainability metrics for online gaming servers, including energy consumption, carbon emissions, renewable energy usage, and operational efficiency indicators. It enables ESG reporting and infrastructure optimization for gaming platforms, helping organizations monitor and reduce their environmental impact in a rapidly growing sector.

14 cols

  • server_name
  • server_utilization_percentage
  • platform
  • energy_consumption_kwh
  • +10
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server_name
Titanium Fortress
server_utilization_percentage
76.4
platform
AWS

Studios, assets & esports

Async Game Dev Collaboration Metrics

Tool usage, participant activity, workflow impact, and bottleneck detection

This dataset provides granular metrics on asynchronous communication sessions within distributed game development teams, including tool usage, participant activity, workflow impact, and bottleneck detection. It empowers operations managers to pinpoint collaboration inefficiencies, optimize remote workflows, and benchmark tool effectiveness for continuous improvement.

16 cols

  • remote_collaboration_rating
  • tool_name
  • tool_type
  • session_start_datetime
  • +12
Open in factory
remote_collaboration_rating
4
tool_name
Slack
tool_type
chat

What’s inside. Column by column.

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

Most common columnsDatasets, of 79
  1. region23
  2. player_id19
  3. game_id18
  4. game_title17
  5. server_id17
  6. platform15
  7. log_id14
  8. studio_id14
  9. energy_consumed_kwh12
Standard codes in the sample rowsDatasets, of 79
  1. ISO 3166 countries27
  2. ISO 4217 currencies3

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Guild players: 2× sessions
  • Real device models
  • 2% missing lengths
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Sessions per player
010209No guild19In a guild1
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.
guilddevicesession_minlevel
yesiPhone 134231
noGalaxy A541812
yesPS5—44
noNintendo Switch259

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