MOVIES data Analysis using 💡 - Python(Pandas) Complete Portfolio Project

Опубликовано: 17 Февраль 2024
на канале: Data From Zero to Hero

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In this full project from scratch, I delved into a dataset on movies dataset, leveraging the power of Python and Pandas to perform in-depth analysis. From data cleaning and preprocessing to insightful visualizations, I uncovered patterns, trends, and key insights within the data.
This project allow you to showcase your skills in data wrangling, exploratory data analysis, and visualization. Through meticulous data cleaning, preprocessing, and the creation of compelling visualizations, I unraveled intriguing patterns, trends, and invaluable insights within the cinematic data landscape. 🎥✨

Chapters:

3:51 - Drop unnecessary columns from the dataset
6:50 - Drop NULL values from certain columns in the dataset
8:40 - Fill in the Null VALUES with 0
10:14 - Creating additional columns in python
12:31 - Creating a histogram by using specific columns
19:50 - Plotting the avearge of return on investment (roi) over different release years
22:33 - Plot the total popularity over different release years
22:52 - Visualize the average vote average over different release years
28:20 - Create a scatter plot using the 'popularity' and 'vote_average' to check the dependency
32:50 - Split the values in genres column based on a delimiter (in this case, "|")
36:30 - Check the popularity of movies by genres
39:10 - Check the popularity of movies by months
48:10 - Print out the popular movies by revenue
51:50 - Print out the most popular titles by profit
56:20 - Visualize the popular production companies
1:03:43 - Create a treemap to visualize the popular keywords in movies.

#python #ai #bigdata #dataanalysis #datascience #project #pandas #datavisualization

Source:
https://github.com/Rruhid/data/blob/m...

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Data Analysis
Sales Data
Python
Pandas
Data Cleaning
Data Visualization
Data Exploration
Sales Trends
Data Analytics
Portfolio Project
Part 1 of 3
Real-World Data
Python Data Analysis
Data Insights
Sales Patterns
Data From Zero to Hero Sales analysis in pandas

Homicide Data Analysis: Review the insights and analysis generated from our sales data throughout the project.
Data Visualization: Summarize the power of data visualization in conveying actionable insights.

Project Completion: Celebrate the culmination of a data analysis portfolio project that strengthens your skills.

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Contact Me:
Linkedin:   / ruhid-shihkerimov
Gmail: [email protected]