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Community Contributions for EDAV Fall 2022 Mon/Wed
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Table of contents
1
Welcome!
2
Community Contribution
3
GitHub submission instructions
4
Sample project
Cheatsheets
5
Geographic visualization by ggmap
6
googleVis
7
Text data visualization by tidytext
8
Cheatsheet of GGally (including ggcoef_model and ggpairs)
9
Cheatsheet for data science
10
Cheatsheet for Plotly
11
DataExplorer Cheatsheet, EDA made easier
12
Data Visualization with GGPlot2 (R) and MatPlotLib (Python) Cheat Sheet
13
Cheatsheet for ‘patchwork’
Tutorials
14
Map Plots with Highcharts
15
Introduction of machine learning in R
16
Quantmod & Tidyquant Tutorials and Comparison
17
Learning echarts4r with shiny
18
Picturing Inflation: An Exercise in Web Scraping, Plotly and Timeseries
19
Introcuction to Dygraph for Financial Analysis
20
Two Interesting R packages
21
Tutorial for wordcloud2 package
22
Effcient R
23
Color vision deficiency
24
Tutorials for ggfortify and autoplotly
25
Becoming a better business analyst
26
Cheatsheet of ggstatsplot in R
27
Best Parallel Coordinates R Package
28
Hypothesis Testing Guide in R
29
Python tutorial: gather data through API and web scraping
30
An Interactive Dashboard: COVID-19 Visualization with Shiny and Plotly
31
Interactive plots for different types of graphs in R
32
Introduction to Plotly in R
33
Machine Learning Interview mindmap and commonly asked questions
34
Data Visualization with Seaborn
35
Tutorial of making different types of charts interactive
36
Cheatsheet of ggplot2 (ggplot2 & alluvial & heatmap)
37
Chord diagrams using circlize
38
Video guide to reigniting your creavite spark for visualizations
39
Tutorial on Machine Learning in R
40
Data importance & visualization
41
Time Series Visualization - R tutorial
42
Introduction
43
Section 3.Time series visualization with ggplot and ggplot2
44
AutoCorrelation plot
45
Section 4. Time series visualization with TSstudio: ts_plot
46
Section 5. Time series visualization with Plotly
47
Bubble chart — GPAs of Course at Columbia University
48
History of Charts
49
Python: geospatial data visualization project guide
50
Cheetsheet of RNA-seq workflow in bioconductor
51
Playful R Packages for Kids
52
ggvis cheat sheet
53
RStudio Editor Theme Customization Tutorial
54
Gradient Descent Algorithm in R
55
Visualization in Python vs R
56
Wordclouds: a video tutorial on how to make wordclouds from raw text
57
EDAV Survey and Analysis
58
Visualizing graphs and networks
59
Is the data visualization misleading or not - Survey
Appendices
60
Github initial setup
61
Tutorial for pull request mergers
View book source
41
Time Series Visualization - R tutorial
Shuyu He, Zhongyuan Ye
40
Data importance & visualization
42
Introduction
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41
Time Series Visualization - R tutorial
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