Programming Tools in Data Science

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# Programming Tools in Data Science
## Project
### Samuel Orso
### 6 December 2022

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The project comprises
1. A well formatted and complete **R-package** with a **shiny app**:
  + Functions are documented with examples and tested.
  + The app can be called from one of the package function.
  + Data sets are placed in `data/` and wrangling steps in `data-raw/`.
  + The package passes all the checks (both locally and on GitHub).
  + There is at least one vignette showcasing the package/app.
  + The package can seamlessly be installed from the GitHub repo.
2. A well documented and well organized **GitHub repository**.
3. A `pkgdown` **website** showcasing your work and your package.

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The project comprises
1. A well formatted and complete **R-package** with a **shiny app**.
2. A well documented and well organized **GitHub repository**:
  + The repo must be on the organization `ptds2022`.
  + Edit the `README.md` to make the package as clear as possible.
  + Comprehensive commit messages and clear issues (closed once done).
  + Up-to-date GitHub projects that demonstrate your current organization for the project: TODOs, tasks in progress of resolution, tasks that have been completed.
  + Clean repo: do not add unnecessary files to the repo.
  + Put your presentation in a dedicated folder.
3. A `pkgdown` **website** showcasing your work and your package.

---
The project comprises
1. A well formatted and complete **R-package** with a **shiny app**.
2. A well documented and well organized **GitHub repository**.
3. A `pkgdown` **website** showcasing your work and your package:
  + Motivate the package and how to use it (think of using vignettes).
  + Build automatically the website using GitHub action.

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# Deadline is the 20th of December!

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# Presentation
The 15 minutes presentations are scheduled as follows:

```r
set.seed(328409)
tibble::tibble(
  group = LETTERS[sample.int(6,6)],
  time_start = seq(
    from=as.POSIXct("2022-12-20 09:00:00","%Y-%m-%d %H:%M", tz="Lausanne/Switzerland"),
    to=as.POSIXct("2022-12-20 11:30:00", "%Y-%m-%d %H:%M", tz="Lausanne/Switzerland"),
    by="30 min"
  ),
  time_end = seq(
    from=as.POSIXct("2022-12-20 09:30:00","%Y-%m-%d %H:%M", tz="Lausanne/Switzerland"),
    to=as.POSIXct("2022-12-20 12:00:00", "%Y-%m-%d %H:%M", tz="Lausanne/Switzerland"),
    by="30 min"
  )
)
```
Please assist to all presentations.

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# Question ?

.pull-down[
<a href="https://ptds.samorso.ch/">
.white[<svg viewBox="0 0 384 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg">  <path d="M369.9 97.9L286 14C277 5 264.8-.1 252.1-.1H48C21.5 0 0 21.5 0 48v416c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48V131.9c0-12.7-5.1-25-14.1-34zM332.1 128H256V51.9l76.1 76.1zM48 464V48h160v104c0 13.3 10.7 24 24 24h104v288H48z"></path></svg> website]
</a>

<a href="https://github.com/ptds2021/">
.white[<svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg">  <path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"></path></svg> GitHub]
</a>
]