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the "10 analysis questions" #40

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5 of 7 tasks
dnelson86 opened this issue May 23, 2023 · 1 comment
Open
5 of 7 tasks

the "10 analysis questions" #40

dnelson86 opened this issue May 23, 2023 · 1 comment
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documentation Improvements or additions to documentation enhancement New feature or request

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@dnelson86
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dnelson86 commented May 23, 2023

If we asked users "what are the ten most important tasks you want to achieve with the data", we should aim to support the most commonly requested ones.

  • "Quick inspection":
    • Show some of the meta data, the data dictionary structure, etc
  • Plot a histogram of a field / calculate a reduction statistic.

Then there is a set which are specific for cosmological/galaxy simulations:

  • Calculate a radial profile of some quantity centered on an object of interest.
  • Calculate per halo reductions (i.e. summary statistics) from particle-level information.
  • Make an image: projections and slices.
  • Make a phase space diagram, e.g. 2D histogram (weighted by mass, or otherwise) of two particle-level quantities.
  • For N simulations, compare them all easily. For instance, overplot them all on the same stellar mass function.
@dnelson86 dnelson86 added documentation Improvements or additions to documentation enhancement New feature or request labels May 23, 2023
@dnelson86
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dnelson86 commented Aug 11, 2023

Moving the more difficult tasks to future issues.

This issue can be closed as soon as the last items can be easily computed with scida, with an example in a cookbook.

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