CC for EDAV 2019
1 Instructions
2 Sample project
I Working with data
3 Basic R
- 3.1 Data types
- 3.2 data structure
4 Data structure and cleaning 101
5 All About Dataframes
6 Dplyr Relational Databases
7 Web scraping using rvest
8 Working with data links
II Static Graphs
9 EDAV Flowchart
10 Tufte’s Principles of Data-Ink
11 Ridgeline plots
12 Gantt charts
- 12.1 Using geom_line
- 12.2 Using the package ‘plan’
13 Plotrix for complex visualizations
14 Stacked Bar Charts and Treemaps
- 14.1 1. Grouped and Stacked Bar Chart
- 14.2 2. Treemap
15 Fluctuation plots
16 Introduction to package ‘ggparty’
17 Multi-class hexbins
18 Visualization in Time Series Analysis
19 How to plot likert data
20 Chart: Stacked Bar Chart (For Likert Data)
21 Likert
22 Likert vs. Bar Chart
23 Radar plots to show multivariate continuous data
24 R vs tableau plots
- 24.1 We shall now show our plots using R studio
- 24.2 We shall now see how to do the same data visualization tasks using Tableau.
25 GeomMLBStadiums
26 ggmosaic
27 Comparative Study of vcd::mosaic and geom_mosaic
28 Latex Visualization
- 28.0.1 Summary
29 Cheat sheet of wordcloud2 package
30 Wordcloud
- 30.1 1. Introduction
- 30.2 2. Demo of wordcloud2 Package
31 Visualizing Movie Reviews in Word Cloud
32 Data art (talk)
III Interactive Graphs
33 Shiny
34 HTML, JavaScript, and D3
35 Technical Analysis for Stocks using Plotly
36 GoogleVis
37 Interactive graph links
IV Spatial Analysis
38 Stamen maps with ggmap
- 38.1 Mutilayerd plots with ggmaps
- 38.2 Getting Deeper
39 Mapping in R
40 Plotting Maps with R: An Example-Based Tutorial
41 Different Ways of Plotting U.S. Map in R
42 Using Stamen Maps for Plotting Spatial Data
43 World Heatmap in Plotly
44 Spatial data links
- 44.1 CartoDB (video)
- 44.2 Leaflet
V Modeling
45 Time Series Cheatsheet
46 Tutorial for Multivariable Linear Regression
47 Keras Package Tutorial
48 Time Series Modeling with ARIMA in R
49 Modeling links
- 49.1 Exploring Financial Models
- 49.2 Overview of the t-SNE algorithm
VI Communicating Results
50 Rmarkdown tutorial
51 Python in Rmarkdown
52 RStudio vs JupyterLab (talk)
53 bookdown (workshop)
VII Case studies
54 The first step to analyse a dataset
55 Tinder self-reflection
56 Ice Cream Survey
57 “Ask A Manager” salary survey dataset
58 Forecast of the 2020 senate election
VIII Chinese translations
59 Intro to stringr 包入门详解
60 Likert package
61 rvest package 1
62 rvest package 2
63 Translation of ‘parcoords’ Introduction
- 63.1 1. ‘parcoords’包使用说明 - 中文翻译
- 63.2 2. ‘parcoords’使用教程 - 中文翻译
64 Chinese Translation of R Packages for Interactie Plots 交互式数据可视化包: plotly & parcoords
65 Translation of Lattice Package
66 ggmosaic
67 Chinese translation links
IX French translation
68 edav.info
X Korean translations
69 Heatmaps
70 nullabor
XI EDAV specific
71 Hex Sticker
72 Midsemester Review
73 List of Community Contribution
Published with bookdown

Community contributions for EDAV Fall 2019

Chapter 2 Sample project

Nancy Pelosi and Donald Trump

This chapter gives a sample layout of your Rmd file.

Test Photo

Test Photo