The modeldatatoo from tidymodels

update help instructions

it should be split into two prompts instead of one

Add Parkinson's data

The Parkinson's disease data set from Sakar et al (2019). The data are from the UCI ML repository and data manipulation code here

Release modeldatatoo 0.2.0

Prepare for release:

Submit to CRAN:

usethis::use_version('minor')
devtools::submit_cran()
Approve email

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Add the ischemic stroke example from FES

Described here and sources here

Upkeep for modeldatatoo

2023

Necessary:

Update copyright holder in DESCRIPTION: person(given = "Posit Software, PBC", role = c("cph", "fnd"))
Double check license file uses '[package] authors' as copyright holder. Run use_mit_license()
~~Update logo (https://github.com/rstudio/hex-stickers); run use_tidy_logo()~~
usethis::use_tidy_coc()
usethis::use_tidy_github_actions()

Optional:

Review 2022 checklist to see if you completed the pkgdown updates
Prefer pak::pak("org/pkg") over devtools::install_github("org/pkg") in README
Consider running use_tidy_dependencies() and/or replace compat files with use_standalone()
use_standalone("r-lib/rlang", "types-check") instead of home grown argument checkers
Add alt-text to pictures, plots, etc; see https://posit.co/blog/knitr-fig-alt/ for examples

Add leaf classification data

There are two different feature sets (one has many morphology features, and another is a few descriptive morphology terms).

Add the pharma manufacturing example from FES

Described here, would include several R data frames. Source data here

name for the chicago taxi data

Following up on #10.

Are we game for renaming the chicago_taxi data? Given that we will end up prefixing and suffixing the name of the data throughout analyses, it might be nice if the objects name were a bit shorter. I'd suggest taxi but am game for other ideas too. :)

delete building_complaints_old.R dataset

should be done by the next release

update docs on `data_taxi()` columns

In my review of #28 I failed to catch that we need to remove/alter the docs for columns that no longer exist in the main version🫢🤠

Add internal helper functions to more quickly add new data sets to this package

Avoid having weird paths in pins folders

Release modeldatatoo 0.3.0

Prepare for release:

Submit to CRAN:

usethis::use_version('minor')
devtools::submit_cran()
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Data functions should all have … that passes to pins_read() so we can get specific versions, etc.

Release modeldatatoo 0.1.0

First release:

usethis::use_news_md()
usethis::use_cran_comments()
Update (aspirational) install instructions in README
Proofread Title: and Description:
Check that all exported functions have @return and @examples
Check that Authors@R: includes a copyright holder (role 'cph')
Check licensing of included files
Review https://github.com/DavisVaughan/extrachecks

Prepare for release:

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usethis::use_version('minor')
devtools::submit_cran()
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variable names in the chicago taxi data

Following up on #10.

The variable names in the Chicago taxi data are:

dplyr::glimpse(
  pins::pin_read(modeldatatoo:::modeldatatoo_board, "chicago_taxi")
)
#> Rows: 10,000
#> Columns: 14
#> $ tip              <fct> yes, no, yes, no, yes, yes, yes, yes, yes, no, yes, y…
#> $ trip_id          <fct> 9fee331b5a4b19daa19a149cfdfbeea91eb4dff9, b1dbc452aeb…
#> $ trip_seconds     <dbl> 333, 2692, 1076, 1599, 346, 1790, 885, 720, 2190, 216…
#> $ trip_miles       <dbl> 1.24, 5.39, 3.01, 18.38, 1.76, 13.65, 3.71, 4.80, 18.…
#> $ fare             <dbl> 6.50, 25.50, 11.23, 45.25, 7.50, 34.25, 11.25, 14.75,…
#> $ tolls            <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
#> $ extras           <dbl> 0.0, 0.0, 0.0, 0.0, 1.0, 4.5, 0.0, 1.5, 4.0, 4.0, 5.0…
#> $ trip_total       <dbl> 8.00, 25.50, 14.10, 45.25, 11.00, 49.06, 12.62, 19.60…
#> $ payment_type     <fct> Credit Card, Prcard, Mobile, Prcard, Credit Card, Cre…
#> $ company          <fct> Sun Taxi, Flash Cab, City Service, Sun Taxi, Sun Taxi…
#> $ local_trip       <fct> no, no, no, no, no, no, no, no, no, yes, no, NA, no, …
#> $ trip_start_dow   <fct> Thu, Sat, Wed, Sat, Sun, Mon, Mon, Tue, Fri, Thu, Tue…
#> $ trip_start_month <fct> Feb, Mar, Feb, Apr, Jan, Feb, Mar, Mar, Jan, Apr, Apr…
#> $ trip_start_hour  <int> 13, 12, 17, 6, 15, 17, 21, 9, 19, 12, 20, 22, 10, 10,…

^{Created on 2023-06-30 with reprex v2.0.2}

The unit of observation in the data is a trip; would we be up for removing the trip_ prefix from those variables that have it? It might make sense in that case to rename total to total_cost.

I proposed in #14 that we document trip_start_dow, trip_start_month, and trip_start_hour in such a way that mentions these are the values at the start of the trip; would we be up for removing the start_ prefix from those variables that have it?

Altogether, these changes should make for more concise variable names.

Release modeldatatoo 0.2.1

Prepare for release:

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usethis::use_version('patch')
devtools::submit_cran()
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Accepted 🎉
usethis::use_github_release()
usethis::use_dev_version(push = TRUE)

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