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Tech riderRev. 4 Oct 2026

Frictionless Framework

Ch 076.9of 27 Data Preparation Software
  1. 1Runs onLinux, Mac, self-hosted, Windows
  2. 2CostsFree plan
  3. 3Data profilingYes
  4. 4Deploymentself hosted
4 lines stated Written from the maker's own pages: framework.frictionlessdata.io
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The Frictionless Framework homepage

Overview

Frictionless Framework is ranked #7 of 27 in data preparation software on Specifiction. It runs on Linux, macOS, Self-hosted, Windows. There is a free plan.

Frictionless Framework plans and pricing

All plans
Frictionless Framework Free Open-source MIT software · install with pip framework.frictionlessdata.io · 4 Oct 2026

Compared on data preparation software

Data profiling
Yesframework.frictionlessdata.io
Deployment
self_hostedframework.frictionlessdata.io

Facts

Purpose
Frictionless is a Python data management framework for describing, extracting, validating, and transforming tabular data.framework.frictionlessdata.io · 4 Oct 2026
Metadata
It can infer, edit, and save metadata for data tables, including descriptions and field types.framework.frictionlessdata.io · 4 Oct 2026
Validation
It validates tables, resources, and datasets, and generates configurable validation reports.framework.frictionlessdata.io · 4 Oct 2026
Transformation
It can clean, reshape, and transfer data using pipeline and lower-level interfaces.framework.frictionlessdata.io · 4 Oct 2026
Formats
The framework supports formats including CSV, Excel, JSON, and SQL; CSV, Excel, and JSON are supported by default.framework.frictionlessdata.io · 4 Oct 2026
Interfaces
It can be used as a Python library or command-line interface.framework.frictionlessdata.io · 4 Oct 2026
Requirements
The framework requires Python 3.8 or later.framework.frictionlessdata.io · 4 Oct 2026
Storage
The AWS plugin supports reading files from S3 and writing files to S3.framework.frictionlessdata.io · 4 Oct 2026
CKAN
The CKAN portal feature can load and publish packages from a CKAN data management system.framework.frictionlessdata.io · 4 Oct 2026
License
The software is open source under the MIT License, which permits use, copying, modification, distribution, sublicensing, and sale subject to its terms.framework.frictionlessdata.io · 4 Oct 2026
Architecture
The framework advertises a fully pluggable architecture, custom checks and formats, and support for compressed files.framework.frictionlessdata.io · 4 Oct 2026
Support
The getting-started page directs users to Discord chat or GitHub issues for installation help.framework.frictionlessdata.io · 4 Oct 2026
Security
The MIT license states that the software is provided without warranty.framework.frictionlessdata.io · 4 Oct 2026

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