Add Investigating Netflix Movies Analysis Project To Basic Machine learning and Data Science

[Salma-Mamdoh]

Is your feature request related to a problem? Please describe.

The project aims to investigate whether the duration of Netflix movies has been decreasing over time. This involves analyzing a dataset of Netflix movies to identify trends in movie durations and examining how these trends vary across different genres.

Describe the solution you'd like.

This project investigates trends in Netflix movie durations using pandas, seaborn, and matplotlib. The dataset, sourced from netflix_data.csv, undergoes cleaning to remove missing values and filter movies. Exploratory data analysis includes basic statistics and visualizations like histograms and scatter plots to identify trends over time. Genre-specific analysis enhances insights by color-coding movie durations across different genres. Regression analysis further validates trends, showing a potential decline in average movie durations over recent years. Overall, this structured approach provides actionable insights into Netflix content trends, aiding in strategic decision-making for future content production.

Describe alternatives you've considered.

the project focuses on analyzing Netflix movie data to investigate trends in movie durations over time. It employs Python's pandas for data manipulation and seaborn/matplotlib for visualization. The dataset is cleaned to remove missing values and filter movies specifically. Exploratory data analysis includes basic statistics and scatter plots to visualize trends in movie durations across different genres. Regression analysis further validates these trends, indicating a potential decline in average movie durations. The findings aim to provide actionable insights for content strategy at Netflix based on viewer preferences and industry trends.

Add any other context or screenshots about the feature request here.

No response

[github-actions[bot]]

@Salma-Mamdoh

It's great having you contribute to this project

Thanks for opening this Issue 🙌 , Welcome to Project Guidance 💖 We will review everything and get back to you.
Make sure to give a star to this repo before making a fork! Thank you :)

[Salma-Mamdoh]

@Kushal997-das plz assign me to this issue and give appropriate labels

[Vedant988]

@Kushal997-das plz assign me to this issue. I will try my best

[Kushal997-das]

@Salma-Mamdoh Please focus on one issue at a time. Connect with me on LinkedIn once your first PR is merged, and I'll reopen the issue then.

[Vedant988]

I didn't found the dataset of Netflix Basic ML And DS folder, Can you help me with that?

On Fri, 28 Jun 2024, 12:29 Kushal Das, @.***> wrote:

@Salma-Mamdoh https://github.com/Salma-Mamdoh Please focus on one issue at a time. Connect with me on LinkedIn once your first PR is merged, and I'll reopen the issue then.

— Reply to this email directly, view it on GitHub https://github.com/Kushal997-das/Project-Guidance/issues/1231#issuecomment-2196268954, or unsubscribe https://github.com/notifications/unsubscribe-auth/BDSEUWWBN3MHBDPDERA7T6LZJUCVXAVCNFSM6AAAAABJW7U4LOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCOJWGI3DQOJVGQ . You are receiving this because you commented.Message ID: @.***>

[Kushal997-das]

I didn't found the dataset of Netflix Basic ML And DS folder, Can you help me with that? … On Fri, 28 Jun 2024, 12:29 Kushal Das, @.> wrote: @Salma-Mamdoh https://github.com/Salma-Mamdoh Please focus on one issue at a time. Connect with me on LinkedIn once your first PR is merged, and I'll reopen the issue then. — Reply to this email directly, view it on GitHub <#1231 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/BDSEUWWBN3MHBDPDERA7T6LZJUCVXAVCNFSM6AAAAABJW7U4LOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCOJWGI3DQOJVGQ . You are receiving this because you commented.Message ID: @.>

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