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EDAV Fall 2021 Tues/Thurs Community Contributions
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Table of contents
1
Welcome!
2
Community Contribution
3
GitHub submission instructions
4
Sample project
Cheatsheets
5
Statistics in R vs Python
6
Data Visualization with Seaborn
7
How to Make Your Own R package
8
RChess package cheatsheet
9
Hypothesis testing cheatsheet
10
Interactive web visualizations for R cheatsheet"
11
ggforce
12
GGanimate cheatsheet
13
Statistical Tests and Parameter Estimations in R Cheatsheet
14
ggalluvial-cheat-sheet
15
Introduction to plotly
16
draw graphs using python and R
17
Data Visualization Packages in R
18
Esquisse Cheat sheet
19
review sheet for r code and data transformation
20
Scrape Twitter data using R
21
R note and Mathematics in Rmd cheatsheet
22
Textbook Notes
23
ggplot2 cheatsheet
24
RStudio Cheatsheet
25
D3 Visualization in R Cheatsheet
26
Colors
27
R data sets
28
“Introduction to Plotly”
29
Tidyverse Cheatsheet
30
Learning SQL with Its R dplyr Translation
31
Animate Time Series : the goyav package
32
String Manipulation in R
33
ggalluvial Cheatsheet
34
A cheatsheet from pandas to base r and tidyverse
35
Base R, ggplot2, & Python Graphing Performances
36
Cheat Sheet to Score 100 Points
37
Base R String Operations Cheatsheet
38
Data manipulation in R
39
ggplot_matplotlib_cheatsheet
40
Introduction to Log-transformation
R Tutorials
41
How to Integrate R with PostgreSQL
42
Tutorial on Cluster Analysis
43
Tutorial on Cluster Analysis
44
Apply function in r
45
Introduction to interactive graphs in R
46
Plot and Analyze Stock Data with R
47
Data Visulization Ordering
48
Tutorial on lattice package in R
49
Network Visualization in R
50
Dplyr tutorial in R
51
Downloading files
52
Video introduction to maps with ggmap
53
Comparison among base R, tidyverse, and datatable
54
Raincloud plot 101: density plot or boxplot？Why not do both!
55
An Introduction to Dygraph in R
56
Streamlit Tutorial
57
Hive plots with the ggraph and hiver packages
58
Introduction to XAI (Explainable AI) in R
59
Tutorial for gg_cleveland
60
Neural network tools in R
61
Readable Plots
62
Introduction to exploratory spatial data analysis and visualization using QGIS
63
Base R Tutorial
64
Introduction to models and prediction evaluation
65
Introduction to Interactive Time Series Visualizations with dygraphs in R
66
Gganimate Tutorial
67
Get NBA dataset in R
68
Mtemplates
69
Introduction to Time Series Analysis in R
70
Storytelling with Data
71
Tutorial on R torch package
72
EDAV Tutorials: Correlogram, Calendar Heatmap and Slopegram
73
Recursive codes and self-organized map with R
74
Tutorial of three ggplot2 based packages
75
A Step by Step Tutorial for Natural Language Processing in R
76
Tutorial for ggvis and its Comparison with ggplot2
77
Feature selection in r
78
Debugging in Rstudio
79
R tutorial cheatsheet
80
Brief Introduction of ggpubr
81
R based data organization and visualization
82
R packages for map Visualization
83
Common git command lines tutorial when working on studio
84
Tutorial of radar chart
85
Interactive Radar
86
R shiny tutorial
87
Tutorial on R Markdown
88
Dlookr package
89
Urca: Unit Root Test and Cointegration Test
90
Comparing Excel Chart Making with R’s
91
Joining and reshaping in R
92
Running Sql Queries on Dataframes
93
TidyVerse
94
How to animate your plots
95
Dataframe operations tutorial
96
A brief instruction for the half semester of EDAV5702
97
ANOVA tutorial
98
Predictive Analytics using Data Visualization in R
99
Color selection for ggplot graphs
100
Useful resources for R beginners
101
Tutorial on Using MongoDB with R
102
rdoc - An Alfred Worflow to Search R Documentation
103
Data Frame Reshape
104
Using PostgreSQL Databse in R with MacOS Environment
105
Spark Tutorial In R
106
3D Visualization with rgl and scatterplot3d
107
Base r vs. ggplot2 visualization
108
Improved density estimation
109
Plotting theme for Columbia
110
Geospatial Data Visualization
111
Neo4j python implementation
112
Super ggformat
113
Data_Composition_Plot
114
ggplot2_treemapify
115
Tutorial for scatter plot with marginal distribution
Python Tutorials
116
3D data and potential relationship visualization
117
Using python in r
118
Plotting graph with R v.s. Python
119
ggplot2 in python
120
pygal tutorial
121
Integrate R with Python
122
Python Visualization Tutorial
123
Python Altair Visualization Method Tutorial
124
R to python easy plot
125
R Dplyr vs Python Pandas
126
An introduction to pyecharts package in Python
127
Visualization in R v.s. Python
128
Understand data with plots
129
R and Python visualization
130
Data Visualization in Python vs R
131
Python Visualization Tutorial
Project & Workshops
132
Introduction to analytics consulting at Accenture
133
Map of the R world
134
Alluvial diagrams and their implementation using GGalluvial in R
135
Building a Dashboard in R for Data Analysis and Visualization using shiny package
136
RGL Package
Appendices
137
Github initial setup
138
Tutorial for pull request mergers
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