No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
sdv has 176K monthly downloads and 4K GitHub stars. Version 1.37.3 supports Python <3.15,>=3.9, first published in 2018.
It is actively maintained, last released in Jul 2026.
It is built on top of boto3, botocore and cloudpickle. It is used by 29 tracked packages, including sdgym, edge-research-pipeline and deepcoreml.
GitHub topics include synthetic-data, machine-learning and relational-datasets.
Package Insights
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
75
Adoption
52
Community
40
Provenance
100
How the maintenance status was determined
Last commit
4 days ago
Monthly downloads
176,099
•
Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
176,099
Stars
3,522
Stars per 1k downloads
20.00
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
•
Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
4,599
Month daily avg
5,870
Momentum
-21.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
<3.15,>=3.9
Cutting Edge
Minimum supported version is 3.12 or newer
•
Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BUSL-1.1
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
•
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
4 days ago
Total releases
228
Releases/year
28.4
•
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
28
Monthly downloads
176,099
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
•
Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
43
Issue Burden
43.4
per 1k stars
Discussions
0.9
per 1k stars
Fork Ratio
6.7%
contrib / forks
Stale Release
No
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
1.4K
Windows
41
macOS
12
Python Versions
3.12
39.9%
530
3.11
32.9%
436
3.10
9.7%
129
3.13
9.6%
127
3.14
7.9%
105
Top Countries
1.
US
958
US
2.
SG
144
SG
3.
IE
126
IE
4.
IN
77
IN
5.
DE
62
DE
6.
NL
40
NL
7.
GB
36
GB
8.
HK
19
HK
9.
CA
18
CA
10.
JP
18
JP
Dependencies
14
- boto3 <2.0.0,>=1.28
- botocore <2.0.0,>=1.31
- cloudpickle >=2.1.0
- copulas >=0.12.1
- ctgan >=0.11.1
- deepecho >=0.7.0
- graphviz >=0.13.2
- numpy >=1.22.2
- pandas <3,>=1.4.0
- platformdirs >=4.0
- pyyaml >=6.0.1
- rdt >=1.18.2
- sdmetrics >=0.28.0
- tqdm >=4.29
36 optional dependencies
- build[dev]
- bump-my-version[dev]
- coverage[dev]
- docutils[dev]
- gitpython[test]
- google-api-python-client[test]
- google-auth[test]
- google-auth-oauthlib[test]
- invoke[dev]
- jinja2[dev]
- jupyter[test]
- lxml-html-clean[dev]
- markupsafe[dev]
- nbsphinx[dev]
- pandas[excel]
- pip[dev]
- pomegranate[pomegranate]
- pyarrow[test]
- pydata-sphinx-theme[dev]
- pytest[test]
- pytest-cov[test]
- pytest-rerunfailures[test]
- pytest-runner[test]
- requests[test]
- ruff[dev]
- rundoc[readme]
- sdv[dev]
- sdv[test]
- slack-sdk[test]
- sphinx[dev]
- sphinx-reredirects[dev]
- sphinx-toolbox[dev]
- tomli[test]
- twine[dev]
- watchdog[dev]
- wheel[dev]
Used By
29
- sdgym
- edge-research-pipeline
- deepcoreml
- synthetic-aia-mia
- raise-synthetic-data-generator
- secureml
- gen-peru-poblacion
- metis-val
- synth-data-eval
- causal-forecast
- dpsdg
- synomicsbench
- syntherela
- datasynthesis131
- serval-ml-commons
- historical2realtime
- artsyn
- gentab
- datalchemy
- synthius
- clover-synth
- maldatagen
- bettercode
- tabular-augmentation
- sdqcpy
- sim4rec
- relionai
- verisynth-core
- synthetic-research
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
BUSL-1.1
First Release
June 28, 2018
Last Release
5 days ago
Last Commit
5 days ago
Latest Version
1.37.3
Total Releases
228
Contributors
28
Open PRs
0
Archived
No
Python Versions
3
3.9
3.10
3.11
3.12
3.13
3.14
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh