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Draft for JOSS publication #190

Merged
merged 43 commits into from
Aug 7, 2022
Merged

Draft for JOSS publication #190

merged 43 commits into from
Aug 7, 2022

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IndrajeetPatil
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@IndrajeetPatil IndrajeetPatil commented Jul 4, 2022

Closes #59

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@IndrajeetPatil IndrajeetPatil marked this pull request as ready for review July 4, 2022 19:12
@IndrajeetPatil IndrajeetPatil changed the title WIP: Draft for JOSS publication Draft for JOSS publication Jul 4, 2022
`data_join()` | to join two data frames |
... | ... |

Table: The table below lists a few key functions offered by *datawizard* for data wrangling. To see the full list, see the package website: <https://easystats.github.io/datawizard/>
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I am deliberately not being comprehensive because we might add more functions in the future and ... cover all of those.

`ranktransform()` | to convert numeric values to integer ranks |
... | ... |

Table: The table below lists a few key functions offered by *datawizard* for data transformations. To see the full list, see the package website: <https://easystats.github.io/datawizard/>
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I am deliberately not being comprehensive because we might add more functions in the future and ... cover all of those.

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## Data properties

The workhorse function to get a comprehensive summary of data properties is `describe_distribution()`, which combines a set of indices (e.g., measures of centrality, dispersion, range, skewness, kurtosis, etc.) computed by other functions in `{datawizard}`.
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Not sure if a table is necessary here. We don't have many functions.

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bwiernik commented Jul 4, 2022

I would characterize the offerings of datawizard a little differently:

  • data manipulation and summarization

Basically, we offer

  1. Lightweight alternatives to tidyverse mutate/pivot/rename offerings
  2. Stats-y functions for data manipulation (centering, scaling, etc)
  3. Lightweight summary table (table 1) functions

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Waiting for your reviews/approvals now: @bwiernik, @DominiqueMakowski, and @strengejacke

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@IndrajeetPatil IndrajeetPatil merged commit ce95b3a into main Aug 7, 2022
@IndrajeetPatil IndrajeetPatil deleted the 59_joss_paper branch August 7, 2022 09:22
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Writing a JOSS paper Consistent naming schema for data wrangling and transformation functions
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