id int64 1 2k | member_id int64 1 32 | location_id int64 1 3 | checkin_datetime stringdate 2023-01-12 18:26:00 2024-12-28 09:33:00 | duration_minutes int64 15 151 |
|---|---|---|---|---|
1 | 1 | 3 | 2023-10-12 06:50:00 | 79 |
2 | 1 | 3 | 2023-09-23 06:53:00 | 68 |
3 | 1 | 3 | 2023-09-19 13:37:00 | 56 |
4 | 1 | 3 | 2023-10-12 12:37:00 | 78 |
5 | 1 | 3 | 2023-09-23 13:04:00 | 57 |
6 | 1 | 3 | 2023-09-30 06:59:00 | 49 |
7 | 1 | 3 | 2023-10-09 06:47:00 | 51 |
8 | 1 | 3 | 2023-10-03 17:55:00 | 26 |
9 | 1 | 3 | 2023-10-12 13:15:00 | 78 |
10 | 1 | 3 | 2023-11-04 17:09:00 | 115 |
11 | 1 | 3 | 2023-11-09 07:47:00 | 92 |
12 | 1 | 3 | 2023-11-07 08:30:00 | 109 |
13 | 1 | 3 | 2023-10-30 18:07:00 | 36 |
14 | 1 | 3 | 2023-11-06 13:17:00 | 71 |
15 | 1 | 3 | 2023-10-18 08:25:00 | 79 |
16 | 1 | 3 | 2023-11-07 15:00:00 | 41 |
17 | 1 | 3 | 2023-11-05 10:41:00 | 69 |
18 | 1 | 3 | 2023-10-28 12:52:00 | 52 |
19 | 1 | 3 | 2023-10-29 11:42:00 | 67 |
20 | 1 | 3 | 2023-10-19 19:39:00 | 77 |
21 | 1 | 3 | 2023-11-11 14:51:00 | 43 |
22 | 1 | 3 | 2023-10-20 10:43:00 | 80 |
23 | 1 | 3 | 2023-11-02 05:38:00 | 64 |
24 | 1 | 3 | 2023-11-19 19:28:00 | 54 |
25 | 1 | 3 | 2023-11-18 12:48:00 | 79 |
26 | 1 | 3 | 2023-12-05 06:44:00 | 85 |
27 | 1 | 3 | 2023-11-29 18:15:00 | 105 |
28 | 1 | 3 | 2023-12-10 17:55:00 | 84 |
29 | 1 | 3 | 2023-11-19 08:07:00 | 52 |
30 | 1 | 3 | 2023-11-25 13:38:00 | 68 |
31 | 1 | 3 | 2023-11-16 12:18:00 | 104 |
32 | 1 | 3 | 2023-11-20 16:07:00 | 84 |
33 | 1 | 3 | 2023-12-01 10:44:00 | 104 |
34 | 1 | 3 | 2023-12-06 17:51:00 | 62 |
35 | 1 | 3 | 2023-12-05 06:07:00 | 54 |
36 | 1 | 3 | 2023-11-27 07:42:00 | 83 |
37 | 1 | 3 | 2024-01-01 06:31:00 | 45 |
38 | 1 | 3 | 2023-12-25 18:01:00 | 90 |
39 | 1 | 3 | 2023-12-14 05:05:00 | 88 |
40 | 1 | 3 | 2023-12-13 21:37:00 | 56 |
41 | 1 | 3 | 2023-12-31 17:02:00 | 74 |
42 | 1 | 3 | 2023-12-24 18:19:00 | 84 |
43 | 1 | 3 | 2024-01-24 07:57:00 | 60 |
44 | 1 | 3 | 2024-02-03 06:13:00 | 78 |
45 | 1 | 3 | 2024-02-04 20:49:00 | 84 |
46 | 1 | 3 | 2024-01-25 09:55:00 | 81 |
47 | 1 | 3 | 2024-02-08 11:09:00 | 47 |
48 | 1 | 3 | 2024-01-26 19:06:00 | 25 |
49 | 1 | 3 | 2024-01-13 06:44:00 | 54 |
50 | 1 | 3 | 2024-01-28 07:40:00 | 44 |
51 | 1 | 3 | 2024-01-19 13:35:00 | 51 |
52 | 1 | 3 | 2024-03-01 08:02:00 | 65 |
53 | 1 | 3 | 2024-02-28 11:10:00 | 61 |
54 | 1 | 3 | 2024-02-28 06:48:00 | 86 |
55 | 1 | 3 | 2024-02-17 07:37:00 | 56 |
56 | 1 | 3 | 2024-02-26 10:50:00 | 73 |
57 | 1 | 3 | 2024-02-13 09:34:00 | 47 |
58 | 1 | 3 | 2024-02-13 08:17:00 | 36 |
59 | 1 | 3 | 2024-04-01 14:06:00 | 39 |
60 | 1 | 3 | 2024-04-08 06:30:00 | 88 |
61 | 1 | 3 | 2024-04-04 07:56:00 | 82 |
62 | 1 | 3 | 2024-04-06 17:41:00 | 55 |
63 | 1 | 3 | 2024-03-29 21:23:00 | 75 |
64 | 1 | 3 | 2024-03-29 07:49:00 | 36 |
65 | 1 | 3 | 2024-04-23 13:45:00 | 38 |
66 | 1 | 3 | 2024-04-30 06:27:00 | 85 |
67 | 1 | 3 | 2024-05-09 07:06:00 | 33 |
68 | 1 | 3 | 2024-04-30 09:47:00 | 74 |
69 | 1 | 3 | 2024-05-08 08:12:00 | 61 |
70 | 1 | 3 | 2024-04-15 15:11:00 | 82 |
71 | 1 | 3 | 2024-04-28 07:59:00 | 67 |
72 | 1 | 3 | 2024-05-08 18:55:00 | 79 |
73 | 1 | 3 | 2024-05-02 09:07:00 | 40 |
74 | 1 | 3 | 2024-05-08 07:15:00 | 53 |
75 | 1 | 3 | 2024-04-22 18:10:00 | 54 |
76 | 1 | 3 | 2024-04-16 12:59:00 | 85 |
77 | 1 | 3 | 2024-05-02 07:45:00 | 43 |
78 | 1 | 3 | 2024-06-14 16:10:00 | 32 |
79 | 1 | 3 | 2024-07-22 18:39:00 | 64 |
80 | 1 | 3 | 2024-07-26 08:07:00 | 77 |
81 | 1 | 3 | 2024-07-20 11:15:00 | 85 |
82 | 1 | 3 | 2024-07-28 07:27:00 | 58 |
83 | 1 | 3 | 2024-07-09 07:54:00 | 86 |
84 | 1 | 3 | 2024-07-29 11:33:00 | 65 |
85 | 1 | 3 | 2024-08-21 06:34:00 | 53 |
86 | 1 | 3 | 2024-08-31 09:43:00 | 26 |
87 | 1 | 3 | 2024-09-02 11:14:00 | 48 |
88 | 1 | 3 | 2024-08-31 06:32:00 | 61 |
89 | 1 | 3 | 2024-08-23 09:57:00 | 113 |
90 | 1 | 3 | 2024-08-19 09:01:00 | 82 |
91 | 1 | 3 | 2024-09-03 19:50:00 | 36 |
92 | 1 | 3 | 2024-08-22 10:22:00 | 51 |
93 | 1 | 3 | 2024-08-23 12:07:00 | 56 |
94 | 1 | 3 | 2024-08-25 17:03:00 | 77 |
95 | 1 | 3 | 2024-08-19 08:55:00 | 86 |
96 | 1 | 3 | 2024-08-22 06:23:00 | 51 |
97 | 1 | 3 | 2024-08-16 10:33:00 | 71 |
98 | 1 | 3 | 2024-09-26 06:55:00 | 86 |
99 | 1 | 3 | 2024-10-05 12:55:00 | 64 |
100 | 1 | 3 | 2024-09-21 05:41:00 | 71 |
Gym & Fitness Club Membership Dataset (Free Sample)
This is a free sample with 2,308 rows. The full dataset has 22,713 rows across 4 tables.
Membership records for a simulated fitness club chain with 3 locations and 2,500 members over 2 years. Includes member profiles, membership plans, check-in logs, class bookings, and churn events.
Features realistic patterns: New Year resolution signup surge (January 3x), summer dip, morning/evening check-in peaks, class popularity rankings, and two anomalies — a facility closure for renovation and a viral TikTok promotion driving a signup spike.
Ideal for: fitness SaaS development, member retention ML, churn prediction, class scheduling optimization, and gym management dashboards.
Sample tables
| Table | Sample Rows |
|---|---|
| checkins | 2,000 |
| locations | 3 |
| members | 300 |
| plans | 5 |
| Total | 2,308 |
Full dataset
The complete dataset includes all tables with full row counts:
| Table | Full Rows |
|---|---|
| checkins | 20,005 |
| locations | 3 |
| members | 2,700 |
| plans | 5 |
| Total | 22,713 |
Formats included: CSV, Parquet, SQLite
Get the full dataset on Gumroad
About
Generated by Mindweave Technologies -- realistic synthetic datasets for developers, QA teams, and data engineers.
Every dataset features:
- Enforced foreign key relationships across all tables
- Realistic statistical distributions (not uniform random)
- Temporal patterns (seasonal, time-of-day, day-of-week)
- Injected anomalies for ML training and anomaly detection
- Deterministic generation (same seed = same output)
Browse all datasets: https://mindweavetech.gumroad.com
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