| 12/1 |
1 |
Introduksjon |
| |
|
Seksjon “Introduction” og “Whole game” i R for Data Science (2e) RfDC |
| |
|
Tutorials for R for Data Science (2e) |
| |
|
Installer: install.packages(“r4ds.tutorials”) |
| |
|
Kjør: library(r4ds.tutorials) |
| |
|
Introduction to R datacamp |
| |
|
Introduction to the Tidyverse datacamp |
| |
|
Her finner du en liten digital bok om Tidyverse, The Tidyverse Cookbook |
| |
|
R kode fra forelesning (+ “litt til”) |
| 19/1 |
2 |
Importere data i R |
| |
|
Seksjon “Import” i RfDC |
| |
|
Introduction to Importing Data in R datacamp |
| |
|
Intermediate Importing Data in R datacamp |
| |
|
Alle online bøker om R samlet på ett sted i Big Book of R |
| |
|
R kode fra forelesning |
| 26/1 |
3 |
Data Wrangling intro |
| |
|
Seksjon “Transform” i RfDC |
| |
|
Cleaning Data in R datacamp |
| |
|
Data Manipulation with dplyr datacamp |
| |
|
Mer om global temperatuR |
| |
|
code from class: Mer om global temperatuR |
| 31/1 |
Deadline |
Levere obligatorisk Mappeoppgave 1 |
| |
|
Solution til Mappeoppgave 1 |
| 2/2 |
4 |
Joining and wrangling data |
| |
|
Seksjon “Communicate” i RfDC |
| |
|
Joining Data with dplyr datacamp |
| |
|
Communicating with data in the tidyverse datacamp |
| |
|
Tyrkisk rente |
| |
|
superstore |
| 9/2 |
5 |
Data Visualization |
| |
|
Seksjon “Visualize” i RfDC |
| |
|
Introduction to Data Visualization with ggplot2 datacamp |
| |
|
Intermediate Data Visualization with ggplot2 datacamp |
| |
|
R codes on data visualization |
| 16/2 |
6 |
More on Data Wrangling |
| |
|
Reshaping Data with tidyr datacamp |
| |
|
Programming with dplyr datacamp |
| |
|
Questions on Data wrangling + Solutions |
| 23/2 |
7 |
Dates, Time and Strings |
| |
|
Working with Dates and Times in R datacamp |
| |
|
String Manipulation with stringr in R datacamp |
| |
|
Working with dates |
| |
|
Dates and time |
| |
|
Working with time series |
| |
|
String |
| 1/3 |
8 |
Categorical Data and Communicating with Data |
| |
|
Categorical Data in the Tidyverse datacamp |
| |
|
Exploratory data analysis in r datacamp |
| |
|
R codes on factors |
| |
|
Data Wrangling Practice.R |
| 1/3 |
Deadline |
Levere obligatorisk Mappeoppgave 2 |
| 8/3 |
9 |
Functions and functional programming |
| |
|
Seksjon “Program” i RfDC |
| |
|
Introduction to Writing Functions in R datacamp |
| |
|
Foundations of Functional Programming with purrr datacamp |
| |
|
Hadley Wickham, the creator of purrr, talks about v.1 |
| |
|
purrr cheat sheet |
| |
|
R kode |
| |
|
Fra Canvas / Filer, last ned “many_csv_files.zip” lokalt |
| |
|
R kode lese csv’s |
| 15/3 |
10 |
More on purrr and introducing shiny |
| |
|
Intermediate Functional Programming with purrr datacamp |
| |
|
Advanced R) |
| |
|
Building Dashboards with shinydashboard datacamp |
| |
|
R kode purrr |
| |
|
R kode funksjoner |
| |
|
Shiny - easy web apps for data science |
| |
|
R kode Shiny demo’s |
| |
|
R kode Shiny quarto html |
| 22/3 |
11 |
R Markdown/Quarto |
| |
|
Building web applications with shiny in R datacamp |
| |
|
Reporting with R Markdown datacamp |
| |
|
R Markdown from RStudio 15 lessons with videos |
| |
|
Quarto |
| |
|
Quarto, kap 28 i r4ds |
| |
|
Reproduserbar rapport i Quarto på github. Her ligger den ferdigkompilerte pdf fila, samt quartofila |
| 5/4 |
Deadline |
Levere obligatorisk Mappeoppgave 3 |
| |
|
Some resource on webscraping |
| 5/4 |
12 |
8 - Git, IDE’er og et lite spill |
| 12/4 |
13 |
9 - webskraping med python |
| 19/4 |
14 |
10 - statsmodels |
| 26/4 |
15 |
11 - interaktive websider |
| 30/4 |
16 |
12 - animasjon og klasse |
| 31/5 |
Deadline |
Presentasjon Prosjektoppgave |
| 7/6 |
Deadline |
Innlevering Prosjektoppgave |
