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One-hour introductory lessons on ideas and tools in coding and data wrangling for research.

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**Link**: https://github.com/BillMills/python-mapping **Author**: @nsoontie **Video**: none **Description**: The lesson outlines some simple techniques for mapping in Python using the Matplotlib Basemap Toolkit.

intermediate
Mapping & GIS
Python

**Link**: http://remi-daigle.github.io/GIS_mapping_in_R/ **Author**: @remi-daigle **Video**: none **Description**: Introducing mapping in R using `maptools`, `rgdal` and more.

R
intermediate
Mapping & GIS

**Link**: https://github.com/tinyheero/R-Heatmaps **Author**: @tinyheero **Video**: none **Description**: Generating heat maps in R

R
intermediate

**Link**: https://github.com/mwpennell/r-phylo **Author**: @mwpennell **Video**: none **Description**: phylogenetic comparative methods in R.

R
intermediate
Genomics

**Link**: https://github.com/SESYNC-ci/CSI-2015/blob/master/Lessons/R/geospatial.md **Author**: @pmarchand1 **Video**: none **Description**: A presentation on key R packages for geospatial analysis.

R
intermediate
Mapping & GIS

**Link:** http://remi-daigle.github.io/tidyr_reshape2_lesson/ **Author**: @remi-daigle **Video**: none **Description**: An introduction to tidyr and reshape2.

R
intermediate

**Link**: https://github.com/cloucks/ggplot2_tutorial **Author**: @cloucks **Video**: none **Description**: An introduction to ggplot2.

R
beginner

**Link**: https://github.com/lmguzman/ggplotVslattice **Author**: @lmguzman **Video**: none **Description**: A comparison of the abilities of the ggplot and lattice plotting packages.

R
intermediate

**Link**: https://github.com/kazi11/TestPackage **Author**: @kazi11 **Video**: none **Description**: This is a quick tutorial that explains R package development.

R
advanced

**Link**: https://github.com/rozdakin/R_loops_demo **Author**: @rozdakin **Video**: none **Description**: How to loop, not loop, and speed loops up.

R
advanced