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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
View book source
111
Neo4j python implementation
Yuxin Cui
Github Link:
https://github.com/yc4007/5702
110
Geospatial Data Visualization
112
Super ggformat
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111
Neo4j python implementation
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