Game User Behavior Dataset
This dataset provides detailed records of player sessions and behaviors across multiple games, including session timing, in-game actions, purchases, retention metrics, and player demographics. It empowers game studios to analyze engagement, optimize retention strategies, and drive monetization through targeted campaigns and player segmentation.
Sample rows
preview · 8 of 90 rows · all 20 columns| player_idstring | platformstring | session_duration_minutesfloat | retention_day_1boolean | game_titlestring | session_idstring | regionstring | session_startdatetime | session_enddatetime | level_reachedinteger | actions_performedinteger | achievements_unlockedinteger | in_game_purchasesfloat | retention_day_7boolean | retention_day_30boolean | device_typestring | player_ageinteger | player_genderstring | player_signup_datedate | player_lifetime_valuefloat |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P0001 | PC | 43 | true | Legends of Valor | S10001 | USA | 2023-07-05T18:32:00Z | 2023-07-05T19:15:00Z | 8 | 123 | 2 | 0 | false | blank | desktop | 24 | Male | 2022-11-12 | 10 |
| P0002 | Mobile | 24 | true | Candy Quest | S10002 | Brazil | 2023-06-30T14:15:00Z | 2023-06-30T14:39:00Z | 19 | 85 | 1 | 1.99 | true | blank | smartphone | 31 | Female | 2021-09-17 | 25.99 |
| P0003 | Web | 28 | false | Mystic Realms | S10003 | UK | 2023-07-01T09:07:00Z | 2023-07-01T09:35:00Z | 5 | 41 | 0 | 0 | blank | blank | desktop | 19 | Male | 2023-03-05 | 0 |
| P0004 | Console | 84 | true | Space Blasters | S10004 | Canada | 2023-07-04T22:11:00Z | 2023-07-04T23:35:00Z | 23 | 176 | 3 | 4.99 | blank | blank | console | 29 | Non-binary | 2020-08-07 | 14.99 |
| P0005 | PC | 50 | false | Legends of Valor | S10005 | Germany | 2023-07-02T16:23:00Z | 2023-07-02T17:13:00Z | 11 | 99 | 2 | 0 | false | blank | desktop | 37 | Female | 2023-01-20 | 0 |
| P0006 | Mobile | 20 | false | Candy Quest | S10006 | India | 2023-06-29T11:50:00Z | 2023-06-29T12:10:00Z | 7 | 63 | 0 | 0 | blank | blank | smartphone | 22 | Male | 2022-12-10 | 0 |
| P0007 | Web | 36 | true | Mystic Realms | S10007 | France | 2023-07-03T20:37:00Z | 2023-07-03T21:13:00Z | 12 | 94 | 1 | 2.49 | blank | blank | desktop | 28 | Female | 2021-05-29 | 17.96 |
| P0008 | Console | 24 | false | Space Blasters | S10008 | USA | 2023-07-02T10:22:00Z | 2023-07-02T10:46:00Z | 6 | 38 | 0 | 0 | false | blank | console | 21 | Male | 2023-06-14 | 0 |
| P0009 | Mobile | 50 | true | Candy Quest | S10009 | Australia | 2023-07-01T03:55:00Z | 2023-07-01T04:45:00Z | 13 | 127 | 2 | 0 | false | blank | tablet | 30 | Female | 2022-04-05 | 0 |
| P0010 | Web | 42 | false | Legends of Valor | S10010 | Japan | 2023-07-05T07:05:00Z | 2023-07-05T07:47:00Z | 15 | 101 | 3 | 0 | blank | blank | desktop | 34 | Non-binary | 2021-11-25 | 3.99 |
| P0011 | PC | 68 | true | Space Blasters | S10011 | USA | 2023-07-03T23:02:00Z | 2023-07-04T00:10:00Z | 20 | 152 | 2 | 7.99 | true | blank | desktop | 26 | Male | 2022-02-17 | 27.98 |
| P0012 | Mobile | 13 | false | Candy Quest | S10012 | Mexico | 2023-06-28T17:41:00Z | 2023-06-28T17:54:00Z | 3 | 22 | 0 | 0 | blank | blank | smartphone | 17 | Female | 2023-06-12 | 0 |
| P0013 | PC | 40 | false | Mystic Realms | S10013 | UK | 2023-07-02T21:14:00Z | 2023-07-02T21:54:00Z | 10 | 76 | 1 | 0 | blank | blank | desktop | 40 | Prefer not to say | 2020-03-19 | 0 |
| P0014 | Console | 36 | true | Legends of Valor | S10014 | Spain | 2023-07-03T06:17:00Z | 2023-07-03T06:53:00Z | 7 | 65 | 0 | 0 | false | blank | console | 27 | Male | 2022-05-22 | 0 |
| P0015 | Web | 31 | true | Space Blasters | S10015 | Italy | 2023-07-02T13:56:00Z | 2023-07-02T14:27:00Z | 9 | 44 | 1 | 1.49 | blank | blank | desktop | 38 | Female | 2019-12-01 | 6.97 |
| P0016 | Mobile | 34 | true | Candy Quest | S10016 | South Korea | 2023-06-27T04:00:00Z | 2023-06-27T04:34:00Z | 15 | 112 | 2 | 2.99 | true | blank | smartphone | 25 | Non-binary | 2022-10-09 | 2.99 |
| P0017 | Web | 45 | false | Mystic Realms | S10017 | USA | 2023-07-01T15:11:00Z | 2023-07-01T15:56:00Z | 18 | 144 | 2 | 0 | false | blank | desktop | 36 | Female | 2021-03-15 | 0 |
| P0018 | Console | 43 | true | Space Blasters | S10018 | Argentina | 2023-07-04T17:30:00Z | 2023-07-04T18:13:00Z | 16 | 102 | 1 | 0 | true | blank | console | 23 | Male | 2022-07-10 | 0 |
| P0019 | PC | 71 | true | Legends of Valor | S10019 | USA | 2023-07-03T12:40:00Z | 2023-07-03T13:51:00Z | 22 | 188 | 4 | 14.99 | true | blank | desktop | 32 | Male | 2019-06-21 | 42.97 |
| P0020 | Mobile | 12 | false | Candy Quest | S10020 | India | 2023-06-30T10:19:00Z | 2023-06-30T10:31:00Z | 2 | 14 | 0 | 0 | blank | blank | tablet | 15 | Female | 2023-06-01 | 0 |
What the 90 rows show
from the 90-row samplePC platform stands out: mean session_
- 58%retention_
day_ 1 = true - 39.5median session_
duration_ minutes - 4device types
- 5player genders
- 8median level_
reached - 64median actions_
performed
Median 39.5, from 12 to 90.
- string 7
- integer 4
- float 3
- date 1
- datetime 2
- boolean 3
Columns
20 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 7 columns | |||
player_id | string | Unique identifier for each playerunique | P0001 |
session_id | string | Unique identifier for each gameplay sessionunique | S10001 |
game_title | string | Name of the game being played10 titles | Legends of Valor |
platform | string | Platform on which the game is played (e.g., PC, Console, Mobile)PC · Console · Mobile · Web · Other | PC |
region | string | Geographical region or country of the playeroptional | USA |
device_type | string | Type of device used during the session (e.g., smartphone, tablet, desktop)4 types · optional | desktop |
player_gender | string | Gender of the playerMale · Female · Non-binary · Prefer not to say · Other · optional | Male |
| Numbers 7 columns | |||
session_duration_minutes | float | Total duration of the session in minutes0 or more | 43 |
level_reached | integer | Highest level reached during the session1 or more · optional | 8 |
actions_performed | integer | Total number of in-game actions performed during the session0 or more · optional | 123 |
achievements_unlocked | integer | Number of achievements unlocked during the session0 or more · optional | 2 |
in_game_purchases | float | Total value of in-game purchases made during the session (in USD)0 or more · optional | 0 |
player_age | integer | Age of the player in years0 or more · optional | 24 |
player_lifetime_value | float | Total value of all in-game purchases made by the player to date (in USD)0 or more · optional | 10 |
| Dates and times 3 columns | |||
session_start | datetime | Timestamp when the gameplay session started | 2023-07-05T18:32:00Z |
session_end | datetime | Timestamp when the gameplay session ended | 2023-07-05T19:15:00Z |
player_signup_date | date | Date when the player registered or signed upoptional | 2022-11-12 |
| True or false 3 columns | |||
retention_day_1 | boolean | Whether the player returned to play one day after the session (1-day retention)optional | true |
retention_day_7 | boolean | Whether the player returned to play seven days after the session (7-day retention)optional | false |
retention_day_30 | boolean | Whether the player returned to play thirty days after the session (30-day retention)optional | false |
Use it for
A gaming dashboard
The retention_
day_ 1 rate, session_ duration_ minutes by platform and a breakdown of game_ title. Excel, Power BI or Tableau. Why do the 26 PC rows have a mean session_
duration_ minutes of 51.3? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Players90P000143PCP000224MobileP000328Web
A software demo
Believable players with session_
id, game_ title and platform to fill a screen in front of a buyer.
blueprint · game-user-behavior-dataset
Behind this dataset
Same schema. As many rows as you need.
These 90 rows came out of a blueprint — 20 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.
- Users with <5 sessions excluded
- Sessions must include duration and actions
- In-game purchases over $50 flagged
- Inactive users over 30 days labeled as lapsed
1 credit per row. New accounts start with 25 free credits.
- Exports
- CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
- Licence
- yours to use, including commercially
- API slug
- game-user-behavior-dataset