### Data Cleaning (Tidy Data)
Clean or tidy data for any use.
### Data Shaping (Data Manipulation)
Shape or manipulate data for data analysis or visualization or presentation.
### Resources
| # | Resource |
| --- | ------------------------------------------------------------------------------------------------------- |
| 1 | [Programming with dplyr • dplyr (tidyverse.org)](https://dplyr.tidyverse.org/articles/programming.html) |
| 2 | [Data Visualization for Conservation (bookdown.org)](https://bookdown.org/gavinmasterson/dvfc/) |
| 3 | xxx |
| | |
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