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YData SDK

ydata.ai

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Spec score 7.9 #3 of 12 in Data De-Identification Tools

Spec sheet

Purpose
YData SDK is a Python toolkit for data profiling, data improvement, and synthetic data generation.Read 30 Sep 2026 · docs.sdk.ydata.ai
Intended users
YData describes the SDK as a Python toolkit for data science, data engineering, analytics, and AI development teams.Read 30 Sep 2026 · pypi.org
Deployment
YData says its platform can be deployed on customer cloud or on-premises infrastructure so data does not transfer between the customer and YData.Read 30 Sep 2026 · ydata.ai
Integrations
Documented connectors include local files, Amazon S3, Azure Blob Storage, Google Cloud Storage, BigQuery, Microsoft SQL Server, MySQL, Snowflake, and Databricks.Read 30 Sep 2026 · docs.sdk.ydata.ai
Security
YData states that it is a SOC 2 Type 2 certified company.Read 30 Sep 2026 · ydata.ai
Support
The SDK documentation directs users to contact YData for support and other inquiries.Read 30 Sep 2026 · docs.sdk.ydata.ai
Headquarters
Seattle, USARead 28 Sep 2026 · ydata.ai
LLM providers
The SDK documentation names Workbench, OpenAI, Anthropic, and Gemini as supported LLM backends.Read 30 Sep 2026 · docs.sdk.ydata.ai
Notable requirement
The SDK installation guide says some features require native libraries to be installed before the SDK.Read 30 Sep 2026 · docs.sdk.ydata.ai
Privacy features
The SDK documentation describes built-in PII detection and anonymization alongside synthetic data generation.Read 30 Sep 2026 · docs.sdk.ydata.ai
Profiling
It generates automated data profiles and comparison reports to help evaluate data quality and detect issues or drift.Read 30 Sep 2026 · ydata.ai
Supported platforms
The SDK supports Python 3.10 and above and can be installed on Windows, Linux, or macOS.Read 30 Sep 2026 · docs.sdk.ydata.ai
Synthetic data
The SDK generates tabular, time-series, relational, text, Q&A, and document data.Read 30 Sep 2026 · docs.sdk.ydata.ai
Synthetic data checks
YData says it evaluates generated data quality, utility, and privacy using divergence and correlation measures, TSTR, and privacy tests such as inference attacks.Read 30 Sep 2026 · ydata.ai

Plans and prices

Free plan Free Free monthly credit Free monthly credit · all features available · 20+ connectors Read 30 Sep 2026 · ydata.ai
Pay-as-you-go $1, paid once $1.00/ credit 1 credit per 1 million data points or 10,000 tokens · minimum transaction of 0.1 credits Read 30 Sep 2026 · ydata.ai
Enterprise Priced on request Contact us All features available · predictable pricing Read 30 Sep 2026 · ydata.ai

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