Discover allisonhorst/esm206-f2021-labs Open Source project

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Compiled repo of ESM 206 labs (Fall 2021)

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R & stats illustrations by @allison_horst

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palmerpenguins

A great intro dataset for data exploration & visualization (alternative to iris).

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allison-tidy-tuesdays

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esm-244-2019

ESM 244 Course Materials Winter 2019

dplyr-learnr

A colorful introduction to some common functions in dplyr, part of the tidyverse.

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explore-na

Exploring NAs in a small rodent dataset

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esm-206-2018

Bren School ESM 206 (Intro Data Analysis & Stats) materials

EDS_221_programming-essentials

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gt-awesome-tables

Tiny gt examples

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EDS_212_essential-math

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esm244-w2020-lab8

Text mining, sentiment analysis, and visualization

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bren-phd-workshop-r-materials

Materials from days 4 - 7 of the Bren Incoming PhD Quant Workshop (intro to R/RStudio)

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esm-206-labs-2019

Compiled lab materials for ESM 206 (Fall 2019)

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qmss-r-teaching-tools

A teaching tools that can help you incorporate R into your teaching (especially with beginning coders).

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missingdataexercises

What the Package Does (One Line, Title Case)

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bren-alumni-r-workshop-2019

R/RStudio refresher workshop for Bren School alumni (August 2019)

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meds-distill-template

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allisonhorst.github.io

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shiny-basics-sb-r-ladies

SB R-Ladies session (2019-10-30): Basics of building Shiny apps in R

penguins_paper_distill

Paper accepted to the R Journal

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data-vis

Data visualization with ggplot2

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allisonhorst

flexdashboard_example

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rladies-bangalore-rmarkdown

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lotka-volterra-example

meet-github-esm-206

ESM 206 lab - meet GitHub & work between RStudio & GitHub

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eds-ggplot2-gganimate

eco-data-sci workshop (January 2019) - basic animated graphics with ggplot2 + gganimate

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quarto-donuts

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eds221-day1-session2-delete

bren-206-244-github-test

Test repo for 206/244 students to ensure successful connection between github/RStudio

esm244-w2020-lab5

Lab week 5: exploring time series data, intro to forecasting

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esm244-w2020-lab1

Lab 1 materials: ESM 244 (Winter 2020)

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esm-244-lab-1

Wrangling review, a map with sf, and an introduction to Shiny apps

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bren-phd-workshop-2020

Bren School Intro to Data Science with R/RStudio Workshop (Fall 2020)

esm-244-lab-6

Intro to spatial data in R; sf, tmap, geom_sf, leaflet

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customer-dashboard

Demo Observable Framework dashboard

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eds221-day8-comp

Day 8 Computational Sessions - Data Viz with ggplot2

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taylor-swift-concerts

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esm244-w2020-lab7

Lab Week 7 materials: point pattern analysis, G and L functions, spatial density, k-means clustering intro

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sf-wind-framework

An example of R & Python data loaders

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learnr-intro

Brief intro to creating a learnr tutorial

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penguins-regression-compare

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branch-practice

esm244-w2021-parameterized-reports

marCasadoPCA

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logicals

esm244_discussion_7

quarto_demo

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glaciers

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esm-244-week-4-materials

Take-home materials to complete for ESM 244 Week 4

esm244-w2020-lab6

Visualizing spatial data continued, ordinary kriging example

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esm-244-shiny-examples

Some shiny examples presented in 244

birdattacks

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esm244-w2020-lab9

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ucsb-qmss-rmarkdown

February 2021 UCSB QMSS Workshop - Level up in RMarkdown

esm244-w2020-lab2

allison.rbind.io

ten-examples-each

Ten self-contained examples of frequently used tidyverse functions (for my reference)

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r-data-loaders

Starting a collection of R data loaders in Framework projects

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r-ladies-tunis-2021

Materials for R-Ladies Tunis Workshop (February 2021)

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esm244-w2020-lab10

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data-loader-examples

A collection of easy to explore and reuse data loader examples in Observable Framework projects.

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rvest-example

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esm-244-lab-2

ESM 244 Lab Week: Ordinal/multinomial logistic regression, gganimate

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medsRmd

An R Markdown template for MEDS documents

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EDS_411AB_meds-capstone

Course website - MEDS Capstone Course (Winter)

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eds212-sir-ode

Basic SIR model in R example

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esm244-w2020-lab3

binary logistic regression, (re)-introduction to spatial data with `sf`

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allisonhorst/esm206-f2021-labs

allisonhorst

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