{
 "schemaVersion": 1,
 "generated": "2026-10-30",
 "dataLicense": "CC BY-SA 4.0",
 "license": "CC BY-SA 4.0",
 "notice": "Data from Open Source Everything (https://opensourceeverything.org), licensed CC BY-SA 4.0: use it freely, credit the site, link to the page, and share changes under the same license. Listings were drafted with AI assistance and are managed by the r/TrueOpenSource moderators; check a project's own page before relying on a fact.",
 "id": "data-analysis",
 "name": "Statistics and data analysis",
 "page": "https://opensourceeverything.org/g/data-analysis/",
 "category": "dev-data",
 "categoryName": "Databases, data & science",
 "job": "Analysing data and running statistics",
 "closedApps": [
  "SPSS",
  "Stata",
  "SAS",
  "JMP",
  "Minitab"
 ],
 "coverage": null,
 "alternatives": [
  {
   "id": "jasp",
   "name": "JASP",
   "page": "https://opensourceeverything.org/p/jasp/",
   "summary": "JASP is a free statistics program for analysing data without needing to write code. It is made for students, researchers and anyone who wants to run statistical tests through a familiar point-and-click interface.",
   "kind": "app",
   "setup": "easy",
   "setupWhy": "Install it like a normal app, or use it in your browser.",
   "platforms": [
    "windows",
    "mac"
   ],
   "license": "AGPL-3.0",
   "licenseClass": "open",
   "licenseNeedsCheck": false,
   "stars": 1015,
   "forks": null,
   "status": "active",
   "verified": false,
   "latestRelease": null,
   "code": "https://github.com/jasp-stats/jasp-desktop",
   "website": "https://jasp-stats.org",
   "download": null,
   "release": null,
   "family": null,
   "familyChildren": [],
   "howToHelp": null,
   "project": "jasp",
   "rank": 1,
   "fit": "full",
   "note": null,
   "why": "Does the whole job · Easy setup",
   "score": 68
  },
  {
   "id": "jamovi",
   "name": "jamovi",
   "page": "https://opensourceeverything.org/p/jamovi/",
   "summary": "jamovi is a free statistics program with a spreadsheet-style data editor and a range of statistical tests. It is for people who analyse data, especially those used to SPSS.",
   "kind": "app",
   "setup": "easy",
   "setupWhy": "It has desktop installers for Windows, Mac and Linux.",
   "platforms": [
    "windows",
    "mac",
    "linux"
   ],
   "license": "AGPL-3.0-or-later",
   "licenseClass": "open",
   "licenseNeedsCheck": true,
   "stars": 799,
   "forks": null,
   "status": "active",
   "verified": false,
   "latestRelease": null,
   "code": "https://github.com/jamovi/jamovi",
   "website": "https://www.jamovi.org",
   "download": null,
   "release": null,
   "family": null,
   "familyChildren": [],
   "howToHelp": null,
   "project": "jamovi",
   "rank": 2,
   "fit": "full",
   "note": null,
   "why": "Does the whole job · Easy setup",
   "score": 64.7
  },
  {
   "id": "pspp",
   "name": "PSPP",
   "page": "https://opensourceeverything.org/p/pspp/",
   "summary": "PSPP is a free program for statistical analysis of sampled data, meant as a replacement for the paid program SPSS. It is for people who need to run statistics on their data and produce reports.",
   "kind": "app",
   "setup": "easy",
   "setupWhy": "Install it like a normal app, or use it in your browser.",
   "platforms": [
    "linux"
   ],
   "license": "GPL-3.0",
   "licenseClass": "open",
   "licenseNeedsCheck": false,
   "stars": 4,
   "forks": null,
   "status": "active",
   "verified": false,
   "latestRelease": null,
   "code": "https://github.com/lemenkov/pspp",
   "website": "https://www.gnu.org/software/pspp",
   "download": null,
   "release": null,
   "family": null,
   "familyChildren": [],
   "howToHelp": null,
   "project": "pspp",
   "rank": 3,
   "fit": "full",
   "note": null,
   "why": "Does the whole job · Easy setup",
   "score": 59
  }
 ],
 "source": "https://opensourceeverything.org/g/data-analysis/",
 "group": "Statistics and data analysis",
 "replaces": [
  "SPSS",
  "Stata",
  "SAS",
  "JMP",
  "Minitab"
 ]
}