EDA of Netflix 2020 Dataset in Julia

This is a loosely inspired port of great EDA of Netflix 2020 Dataset in R by ygterl to Julia. His original Medium post is avalaible here

The main goal of this repo is to explore Julia's data manipulation core utilities.

Libraries used

DataFrames: for data frame creation and manipulation
CategoricalArrays: for creating categorical (factors) columns in data frames
CSV: for CSV file importing
StatsBase: for doing basic statistics analysis
Queryverse: for dplyr-style data frame manipulation
Gadfly: for ggplot-style plotting
Cairo: for saving generated plots in PNG format

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
LICENSE		LICENSE
Manifest.toml		Manifest.toml
Project.toml		Project.toml
README.md		README.md
eda.jl		eda.jl
freqtable_genre_actor-long.csv		freqtable_genre_actor-long.csv
freqtable_genre_actor-wide.csv		freqtable_genre_actor-wide.csv
freqtable_genre_country-long.csv		freqtable_genre_country-long.csv
freqtable_genre_country-wide.csv		freqtable_genre_country-wide.csv
freqtable_genre_director-long.csv		freqtable_genre_director-long.csv
freqtable_genre_director-wide.csv		freqtable_genre_director-wide.csv
freqtable_genre_rating-long.csv		freqtable_genre_rating-long.csv
freqtable_genre_rating-wide.csv		freqtable_genre_rating-wide.csv
freqtable_type_actor-long.csv		freqtable_type_actor-long.csv
freqtable_type_actor-wide.csv		freqtable_type_actor-wide.csv
freqtable_type_country-long.csv		freqtable_type_country-long.csv
freqtable_type_country-wide.csv		freqtable_type_country-wide.csv
freqtable_type_director-long.csv		freqtable_type_director-long.csv
freqtable_type_director-wide.csv		freqtable_type_director-wide.csv
freqtable_type_genre-long.csv		freqtable_type_genre-long.csv
freqtable_type_genre-wide.csv		freqtable_type_genre-wide.csv
netflix_titles.csv		netflix_titles.csv
plot1a-types.png		plot1a-types.png
plot1b-countries.png		plot1b-countries.png
plot1c-release_year.png		plot1c-release_year.png
plot1d-directors.png		plot1d-directors.png
plot1e-actors.png		plot1e-actors.png
plot1f-genres.png		plot1f-genres.png
plot1g-rating.png		plot1g-rating.png
plot2a1-type-release_year.png		plot2a1-type-release_year.png
plot2a2-type-release_year.png		plot2a2-type-release_year.png
plot2b1-type-added_year.png		plot2b1-type-added_year.png
plot2b2-type-added_year.png		plot2b2-type-added_year.png
plot2c1-country-added_year.png		plot2c1-country-added_year.png
plot2c2-country-type.png		plot2c2-country-type.png
plot2c3-country-type-added_year.png		plot2c3-country-type-added_year.png
plot2d1-country-genre.png		plot2d1-country-genre.png
plot2d2-country-genre-added_year.png		plot2d2-country-genre-added_year.png
plot_style.jl		plot_style.jl

License

llrt/eda-netflix-2020-jl

Folders and files

Latest commit

History

Repository files navigation

EDA of Netflix 2020 Dataset in Julia

Libraries used

About

Topics

Resources

License

Stars

Watchers

Forks

Languages