All Functions Used So Far, Week 7

hist

{graphics}

Plot a simple histogram

aes

{GGPLOT2}

Construct aesthetic mapping of a ggplot graph

setwd

{base}

Set Working Directory

var

{stats}

Calculate variance

factor

{base}

Create a factor

geom_histogram

{GGPLOT2}

Generates a histogram

head

{utils}

Show first 5 rows of a data frame

labs

{GGPLOT2}

Customise labels in GGPLOT2

recode

{dplyr}

Recode a variable

min

{base}

Get minimum of a vector

levels

{base}

Get levels of a factor

range

{base}

Return range of values

scale_x_continuous

{GGPLOT2}

Customise continuous x axis

max

{base}

Get maximum of a vector

arrange

{dplyr}

Sort values of data frame according to a variable/combination of varaibles

ggplot

{GGPLOT2}

Create a ggplot graph

theme_classic

{GGPLOT2}

A minimalistic theme with no gridlines

c

{base}

Combine values/vectors into a vector

str

{utils}

Get the structure of an R object

summary

{base}

Obtain summary statistics or detailed regression output

select

{dplyr}

Select columns from a tibble/data frame

seq

{base}

Create a sequence

filter

{dplyr}

Filter out rows of a data frame according to logical vector

median

{stats}

Get median of a vector

mutate

{dplyr}

Modify/create a column in a data frame

cut

{base}

Convert Numeric to Factor

sum

{base}

Get sum of numeric values or a vector

mean

{base}

Get mean of a vector

desc

{dplyr}

Arrange in descending order

read_excel

{readxl}

Read an Excel file

summarise

{dplyr}

collapse the dataset to a summary statistic. Usually used with group_by()

group_by

{dplyr}

Group tibble/data.frame by a factor variable. All further tidyverse operations are performed group-wise

names

{base}

Retrieve names of a list/vector

boxplot

{graphics}

Plot a simple box plot

library

{base}

Load an R package

sd

{stats}

Get standard deviation of a vector

ifelse

{base}

Return a or b depending on the value of test

ungroup

{dplyr}

Resolve grouping created with “group_by”

slice

{dplyr}

Subset rows using their positions

The end!