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ideatools's Introduction

Hi there 👋

My name is David Carayon and I am a statistician and data scientist specializing in creating data pipelines for research projects, from collection to analysis and reporting. I transform raw data into useful insights and interactive solutions, developing applications and packages, and producing comprehensive reports and presentations. I focus on ensuring data quality and reproducibility, while also automating workflows to improve efficiency and collaboration.

🌐 dcarayon.fr 🌐

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ideatools's Issues

Mise à jour des noms d'indicateurs

Les noms d'indicateurs ont évolué lors de la rédaction de l'ouvrage IDEA4. Une fois l'ouvrage publié et les noms stabilisés, il conviendra de les mettre à jour pour les sorties IDEATools.

Les modifications à entreprendre concernent :

IDEATools:::decision_rules_total$categorisation$indic_name
IDEATools:::reference_list$indic_dim$indic_name
IDEATools:::reference_list$indic_prop$indic_name

Ensuite, il faudra vérifier :

  • Format des sorties indicateurs dimensions, lisibilité
  • Positionnement des feuilles des arbres éclairés

Compléter la documentation

  • Revoir le titre de description
  • Exemples : faire des version "figures" avec petit dpi et seulement 1 type de plot

Réduire les dépendances packages R

Il serait souhaitable, maintenant que le package est stable, d'essayer de réduire les dépendances afin de faciliter son installation et sa pérennité.

  • data.table remplacement dplyr et tidyr
    • Special symbol .SD pour nest/apply
  • Garder tibble car readxl l'importe de toutes façons
  • Retrait janitor
  • Retrait scales
  • Remplacement readr:: parse_number() par stringi
  • Remplacement glue par paste()
  • Retrait ggrepel
  • à conserver car légers : jsonlite, stringi, rlang
  • Passer shiny et rmarkdown en suggest

Release IDEATools 3.4.2

Prepare for release:

  • git pull
  • Check current CRAN check results
  • Polish NEWS
  • devtools::build_readme()
  • urlchecker::url_check()
  • devtools::check(remote = TRUE, manual = TRUE)
  • devtools::check_win_devel()
  • rhub::check_for_cran()
  • revdepcheck::revdep_check(num_workers = 4)
  • Update cran-comments.md
  • git push

Submit to CRAN:

  • usethis::use_version('patch')
  • devtools::submit_cran()
  • Approve email

Wait for CRAN...

  • Accepted 🎉
  • git push
  • usethis::use_github_release()
  • usethis::use_dev_version()
  • git push

Need some speed up

A full diagnosis currently needs ~30s to be computed for each format. This could maybe be accelerated by removing some of the for loops and replacing them by vectorised solutions such as purrr::map().

Some improvements could also be made on the import modules that sometimes needs to read 3 times the same excel files.

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