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Hypothesize vs prisonbrief

Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Hypothesize

Free plan LinuxMacWindows

Hypothesize offers robust statistical procedures in a Python workflow with examples and notebook access. Review the documented estimator and sample-size limits when selecting functions.

Visit Hypothesize

prisonbrief

Free plan LinuxMacWindows

prisonbrief provides scripted access to World Prison Brief tables, trends, and map shapes across desktop operating systems. Analysts should account for extra cleaning required by some country-level data.

Visit prisonbrief

The facts

Hypothesizeprisonbrief
Free planYesYes
Open sourceNot publishedNot published
Runs onLinux, Mac, WindowsLinux, Mac, Windows
Lowest paid planNot publishedFree or on request
Plans publishedNone1
MakerHypothesizeNot published
Websitealcampopiano.github.iodanilofreire.github.io
On statistical analysis software#40 of 106#44 of 106

Hypothesize: what it does well

  • Free BSD 3-Clause library
  • Supports independent, dependent, and mixed designs
  • Multiple robust estimator choices
  • Pandas and CSV data input
  • Deepnote examples with sample data

What to know first

  • No regression models listed
  • Some tests only support trim_mean
  • l2drmci has an unequal-size limitation
  • Requires Python and listed dependencies

prisonbrief: what it does well

  • Free MIT-licensed open-source package
  • Runs on Linux, macOS, and Windows
  • Provides country, regional, and world tables
  • Includes prison population time series
  • Supplies geometric shapes for maps

What to know first

  • Country-level tables may need additional cleaning
  • Requires R and spatial-data packages
  • Linux may require libudunits2-dev
  • No paid plans are listed

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