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Data Analysis for Researchers AY2022
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Table of contents
About
PART I. INTRODUCTION
1
About the Course
2
R and R Studio
3
tidyverse
4
R Markdown
5
dplyr
6
Assignment Two
7
WDI
8
ggplot2
9
Assignment Three
10
tidyr
11
Workflow
12
Assignment Four
13
Linear Model
14
Roudups
15
Assignment Five
16
Presentation and Paper
PART II EDA BASICS
17
Exploratory Data analysis
18
Importing
19
Transforming
20
Tidying
21
Visualizing
22
Modeling
23
Communicating
PART III OPEN PUBLIC DATA
24
World Bank
25
Our World in Data
26
OECD
27
UN Data
28
World Inequality Report
APPENDIX
A
HistData
B
Covid 19
C
World Map
D
Bookdown
E
Template
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22
Modeling
22.1
Posit Primers - Remaining Tutorials
Iterate –
r4ds: Program
Introduction to Iteration
Map
Map Shortcut
Multiple Vectors
List Columns
Write Functions –
r4ds: Program
Function Basics
How to Write a Function
Argument Matching
Environments and Scoping
Control Flow
Advanced Control Flow
Loops in R
Build Interactive Web Apps
21
Visualizing
23
Communicating
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22
Modeling
22.1
Posit Primers - Remaining Tutorials
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