top of page

Python Data Analysis Guided Project - Netflix Movies, Seaborn, Pandas, WordCloud Level 5, 33min

Updated: Aug 21, 2023



Use your Python data analysis skills to better understand the Movies and TV shows in the Netflix dataset. We will use Pandas and Seaborn to perform our data analysis and better understand when new titles are released.


Use WordCloud in Python to better understand the most common words in Movie and TV Show titles.



Use plotting functions like the pie plot in Pandas. The countplot and histplot in Seaborn to complete your Python Data Analysis.


Special Thanks to John David for donating his time help to create this guided project.














Follow Data Science Teacher Brandyn



dataGroups:












free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, countplot, analyze, statical analysis, distribution
Thanks to John David in creating this Guided Project


free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, matplotlib, analyze, statical analysis, distribution
Use plt.style.use to change the look of your Pandas Plot

Here we changed the style with plt.style.use to the bmh style palette. Here you can find the reference for all of the available style palettes.



free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, heatmap, analyze, statical analysis, distribution
Seaborn Heatmap to highlight Null Values

Use Seaborn's heatmap with Pandas' isnull function to easily highlight where our null values occur.


Using Seaborn's countplot we find that the rating features is quite dirty and will need to been cleaned for before we can start our analysis.



free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, kdeplot, analyze, statical analysis, distribution
Using Pandas to Make a pie plot


free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, facetgrid, analyze, statical analysis, distribution
FacetGrid


free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, explode, semi structured data, analyze, statical analysis, distribution
Pandas explode function to get structure data



free, Instruct, instructional, instructional education,free python learn, seaborn, python, data analysis, analysis, kdeplot, analyze, statical analysis, distribution
Python Data Analysis Summary






1,279 views1 comment

1 comentário

Avaliado com 0 de 5 estrelas.
Ainda sem avaliações

Adicione uma avaliação
Brandyn Ewanek
Brandyn Ewanek
25 de ago. de 2023
Avaliado com 5 de 5 estrelas.

awesome free data analysis guided project in python

Curtir
bottom of page