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https://github.com/msjahid/data-science-projects

A collection of data science projects featuring techniques and methodologies for data preprocessing and exploratory analysis.
https://github.com/msjahid/data-science-projects

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A collection of data science projects featuring techniques and methodologies for data preprocessing and exploratory analysis.

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README 

        
# Data Science Projects 📊



Welcome to my Data Science Projects Showcase!  

Explore a diverse range of projects, from exploratory analysis to predictive modeling.



## 1. Exploratory Analysis of Netflix movie



🎬 Embark on a journey through the captivating world of Netflix movies with this project on Exploratory Analysis. By dissecting a rich dataset encompassing features like show type, country, release year, and more, uncover hidden trends and insights, offering a comprehensive exploration of Netflix's cinematic landscape.



[View Repository](https://github.com/msjahid/Data_Science_Projects/tree/main/netflix_exploratory_analysis)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/exploratory-analysis-of-netflix-movie)



## 2. Exploratory Analysis of Music Sales and Streaming



🎵 Dive into the dynamic world of music sales with this project on Exploratory Analysis. By analyzing a diverse dataset that includes attributes such as artist, title, year, sales, streams, downloads, and radio plays, uncover hidden trends and insights. This project offers a comprehensive exploration of the music industry's landscape, revealing patterns that drive the success of popular tracks and artists.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/music_sales_analysis)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/exploratory-analysis-of-music-sales-and-streaming)



## 3. AI Engagement and Awareness Survey Analysis



🎓 Dive into the fascinating world of Artificial Intelligence (AI) in education with this exploratory analysis project. By examining a diverse dataset that captures students' AI knowledge, usage frequency, career interests, and awareness of ChatGPT, this project uncovers hidden trends and insights into how AI is integrated into the academic lives of college students.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/ai_using_school)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/ai-engagement-and-awareness-survey-analysis)



## 4. Delaware Electric Vehicle Charging Station Analyze



📊 This dataset provides comprehensive information on electric vehicle (EV) charging stations and associated rebates in Delaware. By analyzing attributes such as award number, location details, charging station brand, cost, and rebate amounts, this project aims to uncover trends and insights into the deployment and incentivization of EV infrastructure in the state.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/ev_analysis)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/delaware-electric-vehicle-charging-station-analyze)



## 5. Smartphone Insights: Exploratory Data Analysis



📱 This project delves into the dynamic world of smartphones through exploratory data analysis (EDA). By examining a dataset with various attributes such as brand, model, price, specifications, and features, we aim to uncover trends and insights that drive the smartphone market.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/smartphone_eda)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/smartphone-insights-exploratory-data-analysis)



## 6. Global Deep Dive: AI, ML, & Data Science Salaries



💼 Explore the landscape of AI, ML, and Data Science salaries globally with this comprehensive analysis. This project investigates salaries across various roles, experience levels, and locations to reveal trends and insights in the data science and machine learning job markets.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/ai_salaries)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/global-deep-dive-ai-ml-data-science-salaries)



## 7. City Perspectives: Bangladeshi Urban Data



🌆 This project offers an in-depth look at urban data for cities across Bangladesh. By analyzing various attributes such as population trends, geographical area, and administrative divisions, the project aims to provide valuable insights into urban development and demographic changes over time.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/bdpopulation_analysis)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/city-perspectives-bangladeshi-urban-data)



## 8. Statewise Quality of Life Index 2024 Analysis



🌟 Dive into the quality of life across various states with this detailed analysis. This project evaluates the quality of life indices for different states in 2024, focusing on overall scores and specific factors such as affordability, economy, education, and safety.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/statewise_life)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/statewise-quality-of-life-index-2024-analysis)



## 9. Exploring Road Accident Trends in Bangladesh



🚗📉 Dive into the trends and patterns of road accidents in Bangladesh with this comprehensive analysis. This project examines road accident data spanning from 1980 to 2024, offering insights into the dynamics of road safety and the factors contributing to accidents.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/bdroad_accident)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/exploring-road-accident-trends-in-bangladesh)



## 10. Walmart Sales Exploration



🛒 Explore the dynamics of Walmart sales with this comprehensive analysis. This project investigates weekly sales across different stores, examining various factors such as holidays, temperature, fuel prices, CPI, and unemployment rates to reveal trends and insights in Walmart's sales performance.



[View Repository](https://github.com/msjahid/Data-Science-Projects/tree/main/walmart_sales)



[Click for Kaggle](https://www.kaggle.com/code/msjahid/walmart-sales-exploration)



Feel free to explore these projects to gain insights into different data science applications.