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miRRoR (R for basics) (Data Management (Basic) (Missing Values (Recoding,…
miRRoR (R for basics)
Data Management (Basic)
Creating Variables
Renaming Variables
Missing Values
Recoding
Excluding (na.rm)
Date Values
Sorting Data
Merging Datasets
Adding Rows
Adding Columns
Type conversions
Using SQL statement to manipulate DF
Visuals
Graphic Grammar
Chart Title
Colors
Axis Titles
Scale customisation
Legends
Basic
Pie Chart
Bar Chart
Scatter Plot
Line Plot
Area Plot
Advanced
Density Plot(Heat Map)
Histogram
Box and Whisker Plot
Pareto Chart
ML
Regression
Moving Average Graph
Kaggle links
Sample Code :star:
http://r-statistics.co/Top50-Ggplot2-Visualizations-MasterList-R-Code.html
Basic Stats
Descriptive Stats
Freq and Contingency Tables
Correlations
t-tests
Comparing two Groups
Data Manipulation
Datasets
mtcars
iris
Titanic
Cars
Data Structures
Vectors
Matrices
Arrays
Dataframes
Factors
Lists
Data input
Importing from .xls/.csv
Importing from URL (.txt/.csv)
Importing from JSON/XML
Importing from HTML tables (Web Scraping)
Importing from Big Data
Useful functions :star:
Packages
How to install packages
Popular packages
Ggplot2
IGraph
Weka
tidy
Art related
Data Management (Adv.)
Functions
Math
Operators
Stats
Probability
Text
Applying function to DF and Matrices
User written :pencil2:
Control flow
Repetition and looping
Conditional execution