Introduction – Where Did R come from - BFI School

Introduction – Where Did R come from - BFI School

R for Data Analysis Introduction - Where Did R come from

R for Data Analysis

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Introduction

Introduction - Where Did R come from

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Where Did R come from I

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Where Did R come from II

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Installing Base R and Rstudio

DOWNLOAD COURSE ATTENDANT FILE !

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Installing R Studio

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The Four Studio Windows

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Libraries and Packages

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The Basics

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Attributes in R

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Managing Workspace, Importing, and Saving

Introduction - Importing, Managing, and Saving Data

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Workplace Management Functions

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Creating Project Files in R

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Importing .csv and Libraries

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Vector Manipulation

Introduction - Vector Manipulation

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Vector Manipulation I

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Vector Manipulation II

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Vector Manipulation III

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Vector Manipulation IV

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Vector Functions

Introduction - Vector Functions

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Vector Functions I

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Vector Functions II

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Vector Functions III

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Vector Functions IV

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Indexing with Vectors []

Indexing with Vector I

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Indexing with Vector II

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Indexing with Vector III

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Indexing with Vector IV

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Indexing with Vector V

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Indexing with Vector VI

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Matrices and DataFrame

What are Matrices and DataFrame?

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Creating Matrices and DataFrame

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Working with DataFrame in R

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DataFrame Column Names

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Slicing with Subset()

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Slicing DataFrames

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Advanced DataFrame Manipulation and Dplyr

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Order(); Sorting Data

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Merge(); Combining Data

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Aggregate(); Group Data

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Filter() and Arrange()

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Rename() and Mutate()

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Group By() and Summarize()

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Plotting

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Scatter Plot - plot()

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Histogram - hist()

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Combining Histogram - hist()

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Bar Plot - barplot()

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Clustered Bar Plot - barplot()

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Low-level Plotting

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Grid() and Text()

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Saving the Plots

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Grammar of Graphics – GGPlot

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Grammar of Graphics (ggPlot2)

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Bar and Column with ggPlot2

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Bringing Dplyr to Charts

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Box Plot and Scatter Plot

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Facets and Themes

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Dates and Times

Introduction - Dates and Time

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Creating Dates and Time

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Creating Dates and Time II

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Creating Dates and Time III

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Working with Date and Dplyr

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Plotting Date with Dplyr

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Arithemetic Operation with Date or Time

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Control Structure

Introduction - Control Structure

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Writing For-Loops

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Control Structure - Solution

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Functions

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Introduction to Functions

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Calling a Function in R

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Putting in all Together

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Apply Family of Functions

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Lapply() - Exemplified

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CAPSTONE PROJECT

LinkedIn Job Postings Data Analysis

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