Top 300 Data Science Projects for 2025 : From Beginner to Advanced

Data science project ideas are transforming how students engage with technology, and high school learners can dive into this exciting field through hands-on exploration. In 2025, AI and analytics are more accessible than ever, offering beginner-friendly tools like Python, TensorFlow, and free datasets from platforms such as Kaggle. This guide features 300 data science project ideas, ranging from beginner to advanced, covering real-world applications like predicting movie success, analyzing wildlife migration, detecting fraud, and forecasting trends. These data science project ideas help students build skills in coding, critical thinking, and problem-solving, preparing them for future careers in technology and innovation.

Best Data Science Projects

 
 

Why Choose Data Science Projects for Skill Development?

Data science project ideas are a powerful way for high school students to develop in-demand skills. By working on projects like social media sentiment analysis or urban traffic optimization, students learn to code in Python or R, visualize data with tools like Tableau, and apply machine learning concepts. These data science project ideas foster analytical thinking, teach data cleaning, and enhance problem-solving abilities. Plus, they are fun and relevant, connecting to real-world issues like sustainability or public health, making learning engaging and impactful for future opportunities.

Data Science Projects

 

Top 300 Data Science Project Ideas for 2025

1. Fake News Detection

A data science project to classify news articles as real or fake using NLP and machine learning techniques like TF-IDF and PassiveAggressiveClassifier.

Dataset: Kaggle Fake News Dataset

Explore the Kaggle Fake News Dataset

2. Customer Churn Prediction

This data science project predicts customer churn using classification models, analyzing usage patterns and demographics.

Dataset: Telco Customer Churn Dataset

Explore the Telco Customer Churn Dataset

3. Movie Recommendation System

Build a data science project creating a movie recommendation system using collaborative filtering or content-based methods.

Dataset: MovieLens Dataset

Explore the MovieLens Dataset

4. Credit Card Fraud Detection

A data science project to detect fraudulent transactions using machine learning models like logistic regression or neural networks.

Dataset: Kaggle Credit Card Fraud Dataset

Explore the Kaggle Credit Card Fraud Dataset

5. House Price Prediction

Predict housing prices using regression models in this data science project, analyzing features like location and size.

Dataset: Kaggle House Prices Dataset

Explore the Kaggle House Prices Dataset

6. Sentiment Analysis on Tweets

This data science project analyzes tweet sentiments using NLP to classify them as positive, negative, or neutral.

Dataset: Twitter Sentiment Analysis Dataset

Explore the Twitter Sentiment Analysis Dataset

7. Market Basket Analysis

A data science project to uncover purchase patterns using association rule mining with algorithms like Apriori.

Dataset: Instacart Market Basket Dataset

Explore the Instacart Market Basket Dataset

8. Speech Emotion Recognition

Analyze audio recordings to classify emotions like happiness or sadness in this data science project using Librosa.

Dataset: RAVDESS Audio Dataset

Explore the RAVDESS Audio Dataset

9. Traffic Sign Recognition

A data science project using CNNs to recognize traffic signs from images, enhancing road safety applications.

Dataset: German Traffic Sign Dataset

Explore the German Traffic Sign Dataset

10. Brain Tumor Detection

Use k-means clustering or CNNs to detect tumors in MRI scans for this impactful data science project.

Dataset: Brain MRI Images Dataset

Explore the Brain MRI Images Dataset

11. Stock Price Prediction

Predict stock prices using time series analysis and LSTM models in this data science project for finance.

Dataset: Yahoo Finance API

Explore Yahoo Finance API

12. Chatbot Development

Build a chatbot using NLP and Python for this data science project, simulating human-like conversations.

Tool: TensorFlow, NLTK

Explore TensorFlow for Chatbot Development

13. Diabetic Retinopathy Detection

A data science project to classify retina images for diabetic retinopathy using neural networks.

Dataset: Kaggle Diabetic Retinopathy Dataset

Explore the Diabetic Retinopathy Dataset

14. Uber Data Analysis

Visualize Uber trip patterns using R or Python in this data science project to understand customer behavior.

Dataset: Uber Pickups in NYC Dataset

Explore the Uber Pickups Dataset

15. Drowsiness Detection System

Detect driver drowsiness using facial expressions and OpenCV in this real-time data science project.

Dataset: Yawn Detection Dataset

Explore the Yawn Detection Dataset

16. Plant Disease Detection

Use image processing and deep learning to identify plant diseases in this agricultural data science project.

Dataset: PlantVillage Dataset

Explore the PlantVillage Dataset

17. Music Genre Classification

Classify songs into genres using audio features and machine learning in this data science project.

Dataset: GTZAN Genre Collection

Explore the GTZAN Genre Collection

18. Personal Finance Tracker

Create a tool to track expenses and forecast spending trends in this practical data science project.

Tool: Pandas, Matplotlib

Explore Pandas for Finance Tracking

19. Smart Traffic Management

Optimize traffic flow using real-time data analysis in this data science project for urban planning.

Dataset: Kaggle Traffic Data

Explore the Kaggle Traffic Data

20. Urban Sound Classification

Classify urban sounds to manage noise pollution in this data science project using audio features.

Dataset: UrbanSound8K Dataset

Explore the UrbanSound8K Dataset

21. Personalized Health Recommendation

Develop a system for tailored health advice based on user metrics in this data science project.

Dataset: Health and Fitness Dataset

Explore the Health and Fitness Dataset

22. Wildlife Species Tracking

Use image recognition to track wildlife species in this data science project for conservation.

Dataset: iNaturalist Dataset

Explore the iNaturalist Dataset

23. Personalized Learning Pathways

Build a platform suggesting tailored learning paths based on user skills in this data science project.

Tool: Scikit-learn, Pandas

Explore Scikit-learn for Learning Pathways

24. Gender and Age Detection

Predict gender and age from images using CNNs in this computer vision data science project.

Dataset: UTKFace Dataset

Explore the UTKFace Dataset

25. Wine Quality Prediction

Predict wine quality using chemical properties in this data science project with regression models.

Dataset: UCI Wine Quality Dataset

Explore the UCI Wine Quality Dataset

26. Loan Approval Prediction

A data science project to predict loan approval using customer data and classification models.

Dataset: Kaggle Loan Prediction Dataset

Explore the Kaggle Loan Prediction Dataset

27. Sales Forecasting

Forecast store sales using time series analysis in this data science project for retail analytics.

Dataset: Walmart Sales Dataset

Explore the Walmart Sales Dataset

28. Image Masking for Cars

Remove photo backgrounds from car images using neural networks in this data science project.

Dataset: Carvana Image Masking Dataset

Explore the Carvana Image Masking Dataset

29. Parkinson’s Disease Detection

Detect Parkinson’s disease using voice data and XGBoost in this health-focused data science project.

Dataset: UCI Parkinson’s Dataset

Explore the UCI Parkinson’s Dataset

30. Color Detection with OpenCV

Identify colors in images using OpenCV for this beginner-friendly data science project.

Tool: OpenCV

Explore OpenCV for Color Detection

31. Lane Line Detection

Detect road lane lines using image processing in this data science project for autonomous vehicles.

Dataset: TuSimple Lane Dataset

Explore the TuSimple Lane Dataset

32. MNIST Digit Classification

Classify handwritten digits using CNNs in this classic data science project for deep learning.

Dataset: MNIST Dataset

Explore the MNIST Dataset

33. Breast Cancer Detection

Classify breast cancer as benign or malignant using medical imaging in this data science project.

Dataset: Breast Cancer Wisconsin Dataset

Explore the Breast Cancer Wisconsin Dataset

34. Iris Flower Classification

Classify iris species using petal and sepal measurements in this beginner data science project.

Dataset: UCI Iris Dataset

Explore the UCI Iris Dataset

35. Customer Segmentation

Segment customers using clustering techniques like K-means in this data science project for marketing.

Dataset: Mall Customer Segmentation Dataset

Explore the Mall Customer Dataset

36. Weather Forecasting

Predict weather patterns using time series data in this environmental data science project.

Dataset: NOAA Weather Dataset

Explore the NOAA Weather Dataset

37. Stock Market Portfolio Optimization

Optimize investment portfolios using data analysis in this financial data science project.

Dataset: Alpha Vantage API

Explore the Alpha Vantage API

38. Election Ad Spending Analysis

Analyze election ad spending patterns in this data science project for political insights.

Dataset: FEC Campaign Finance Data

Explore the FEC Campaign Finance Data

39. Electric Vehicles Market Analysis

Analyze electric vehicle market trends in this data science project for automotive insights.

Dataset: Kaggle Electric Vehicle Dataset

Explore the Electric Vehicle Dataset

40. Fashion Recommendation System

Create a fashion recommendation system using image features in this data science project.

Dataset: DeepFashion Dataset

Explore the DeepFashion Dataset

41. Netflix Movie Analysis

Perform exploratory data analysis on Netflix movie data in this data science project.

Dataset: Netflix Movies and TV Shows Dataset

Explore the Netflix Dataset

42. World Population Analysis

Analyze global population trends and density in this data science project for demography.

Dataset: World Bank Population Data

Explore the World Bank Population Data

43. COVID-19 Data Analysis

Analyze COVID-19 trends and impacts in this data science project for public health insights.

Dataset: WHO COVID-19 Dashboard

Explore the WHO COVID-19 Data

44. Yelp Review Sentiment Analysis

Analyze Yelp reviews for sentiment using NLP in this data science project for business insights.

Dataset: Yelp Open Dataset

Explore the Yelp Open Dataset

45. Crime Data Analysis

Explore crime patterns using public data in this data science project for urban safety.

Dataset: FBI Crime Data Explorer

Explore the FBI Crime Data

46. Handwashing Impact Analysis

Analyze the impact of handwashing on health outcomes in this historical data science project.

Dataset: Semmelweis Handwashing Data

Explore the Handwashing Dataset

47. Video Game Sales Analysis

Analyze video game sales trends in this data science project for gaming industry insights.

Dataset: Kaggle Video Game Sales Dataset

Explore the Video Game Sales Dataset

48. Baby Name Trends Analysis

Explore trends in baby names over time in this data science project for social insights.

Dataset: US Baby Names Dataset

Explore the US Baby Names Dataset

49. E-commerce Purchase Prediction

Predict customer purchases using behavior data in this data science project for retail.

Dataset: E-commerce Customer Dataset

Explore the E-commerce Customer Dataset

50. Carbon Emissions Analysis

Analyze product carbon emissions using SQL in this environmental data science project.

Dataset: Carbon Emissions Dataset

Explore the Carbon Emissions Dataset

51. Real Estate Price Scraping

Scrape and analyze real estate prices in this data science project for market insights.

Tool: Beautiful Soup, Scrapy

Explore Scrapy for Web Scraping

52. Healthcare Cost Prediction

Predict hospital charges using patient data in this data science project for healthcare.

Dataset: Medical Cost Personal Dataset

Explore the Medical Cost Dataset

53. Manufacturing Defect Detection

Detect defects in metallic objects using computer vision in this data science project.

Dataset: NEU Surface Defect Database

Explore the NEU Surface Defect Database

54. Social Media Trend Analysis

Analyze trending topics on social media platforms in this data science project using NLP.

Dataset: Twitter API

Explore the Twitter API

55. Traffic Congestion Prediction

Predict traffic congestion using real-time data in this urban-focused data science project.

Dataset: TomTom Traffic Data

Explore TomTom Traffic Data

56. Energy Consumption Forecasting

Forecast energy usage using time series models in this data science project for sustainability.

Dataset: UCI Household Power Dataset

Explore the UCI Household Power Dataset

57. Air Quality Analysis

Analyze air quality data to identify pollution patterns in this environmental data science project.

Dataset: Air Quality Dataset

Explore the Air Quality Dataset

58. Product Recommendation Engine

Build a recommendation system for e-commerce products in this data science project.

Dataset: Amazon Product Reviews

Explore the Amazon Product Reviews Dataset

59. Heart Disease Prediction

Predict heart disease using patient data and classification models in this data science project.

Dataset: UCI Heart Disease Dataset

Explore the UCI Heart Disease Dataset

60. Forest Fire Prediction

Predict forest fire hotspots using climatological data in this data science project.

Dataset: Kaggle Forest Fires Dataset

Explore the Forest Fires Dataset

61. Image Caption Generation

Generate captions for images using deep learning in this data science project for NLP.

Dataset: Flickr8k Dataset

Explore the Flickr8k Dataset

62. Spam Email Detection

Classify emails as spam or not using NLP techniques in this data science project.

Dataset: Enron Email Dataset

Explore the Enron Email Dataset

63. Customer Lifetime Value Prediction

Predict customer lifetime value using regression models in this data science project for business.

Dataset: Online Retail Dataset

Explore the Online Retail Dataset

64. Anomaly Detection in Network Traffic

Detect anomalies in network traffic using unsupervised learning in this data science project.

Dataset: NSL-KDD Dataset

Explore the NSL-KDD Dataset

65. Language Translation Model

Build a model to translate text between languages using NLP in this data science project.

Dataset: WMT Translation Dataset

Explore the WMT Translation Dataset

66. Face Recognition System

Develop a face recognition system using deep learning in this data science project for security.

Dataset: LFW Dataset

Explore the LFW Dataset

67. Credit Risk Modeling

Assess credit risk using customer data and classification in this financial data science project.

Dataset: LendingClub Dataset

Explore the LendingClub Dataset

68. Social Network Analysis

Analyze social network connections using graph theory in this data science project.

Dataset: Facebook Social Network Dataset

Explore the Facebook Social Network Dataset

69. Sports Performance Analytics

Analyze athlete performance data to improve outcomes in this sports-focused data science project.

Dataset: Kaggle Sports Dataset

Explore the NBA Players Stats Dataset

70. Climate Change Impact Analysis

Analyze climate change effects using environmental data in this data science project.

Dataset: NASA Climate Dataset

Explore the NASA Climate Dataset

71. Retail Inventory Optimization

Optimize inventory levels using demand forecasting in this data science project for retail.

Dataset: Retail Sales Dataset

Explore the Retail Sales Dataset

72. Traffic Accident Analysis

Analyze traffic accident patterns to improve safety in this data science project.

Dataset: US Accidents Dataset

Explore the US Accidents Dataset

73. Mental Health Analysis

Analyze student mental health data using surveys in this data science project for wellness.

Dataset: Student Mental Health Dataset

Explore the Student Mental Health Dataset

74. News Category Classification

Classify news articles into categories using NLP in this data science project.

Dataset: HuffPost News Dataset

Explore the HuffPost News Dataset

75. Building Energy Efficiency

Predict building energy efficiency using structural data in this data science project.

Dataset: ASHRAE Energy Prediction Dataset

Explore the ASHRAE Energy Dataset

76. Food Delivery Optimization

Optimize food delivery routes using data analysis in this logistics data science project.

Dataset: Zomato Delivery Dataset

Explore the Zomato Delivery Dataset

77. Movie Box Office Prediction

Predict movie box office earnings using metadata in this data science project for entertainment.

Dataset: TMDB 5000 Movie Dataset

Explore the TMDB 5000 Movie Dataset

78. Fraudulent Job Posting Detection

Detect fake job postings using text analysis in this data science project for recruitment.

Dataset: Kaggle Job Postings Dataset

Explore the Job Postings Dataset

79. Water Quality Analysis

Analyze water quality data to ensure safety in this environmental data science project.

Dataset: Water Quality Dataset

Explore the Water Quality Dataset

80. Customer Feedback Analysis

Analyze customer feedback for sentiment and insights in this NLP data science project.

Dataset: Amazon Customer Reviews

Explore the Amazon Customer Reviews Dataset

81. Bike Sharing Demand Prediction

Predict bike-sharing demand using weather and time data in this data science project.

Dataset: Bike Sharing Dataset

Explore the Bike Sharing Dataset

82. Flight Delay Prediction

Predict flight delays using historical data in this data science project for aviation.

Dataset: Airline Delay Dataset

Explore the Airline Delay Dataset

83. Taxi Trip Duration Prediction

Predict taxi trip durations using trip data in this data science project for urban mobility.

Dataset: NYC Taxi Trip Dataset

Explore the NYC Taxi Trip Dataset

84. Solar Power Forecasting

Forecast solar power generation using weather data in this renewable energy data science project.

Dataset: Solar Power Generation Data

Explore the Solar Power Generation Data

85. Employee Attrition Prediction

Predict employee turnover using HR data in this data science project for workforce management.

Dataset: IBM HR Analytics Dataset

Explore the IBM HR Analytics Dataset

86. News Article Summarization

Summarize news articles using NLP techniques in this data science project for text processing.

Dataset: CNN/Daily Mail Dataset

Explore the CNN/Daily Mail Dataset

87. Music Recommendation System

Build a music recommendation system using Spotify API in this data science project.

Dataset: Spotify Million Playlist Dataset

Explore the Spotify Million Playlist Dataset

88. Traffic Signals Optimization

Optimize traffic signal timings using simulation data in this data science project for urban planning.

Dataset: Simulated Traffic Data

Explore Simulated Traffic Data

89. Food Nutrition Analysis

Analyze nutritional content of foods in this data science project for dietary planning.

Dataset: USDA Food Composition Database

Explore the USDA Food Composition Database

90. Retail Price Optimization

Optimize product pricing using demand elasticity in this data science project for retail.

Dataset: Retail Price Optimization Dataset

Explore the Retail Price Optimization Dataset

91. Wildfire Risk Assessment

Assess wildfire risk using environmental data in this data science project for disaster management.

Dataset: Wildfire Dataset

Explore the Wildfire Dataset

92. Public Transport Usage Analysis

Analyze public transport usage patterns in this data science project for urban mobility.

Dataset: Transport for London Dataset

Explore the Transport for London Dataset

93. Movie Review Sentiment Analysis

Analyze movie review sentiments using NLP in this data science project for entertainment.

Dataset: IMDB Reviews Dataset

Explore the IMDB Reviews Dataset

94. Healthcare Fraud Detection

Detect fraudulent healthcare claims using anomaly detection in this data science project.

Dataset: Medicare Claims Dataset

Explore the Medicare Claims Dataset

95. Soil Quality Analysis

Analyze soil quality for agricultural productivity in this data science project for farming.

Dataset: Soil Quality Dataset

Explore the Soil Quality Dataset

96. News Topic Modeling

Identify topics in news articles using LDA in this data science project for text analysis.

Dataset: NewsAPI Dataset

Explore the NewsAPI Dataset

97. Customer Satisfaction Prediction

Predict customer satisfaction using survey data in this data science project for business.

Dataset: Customer Satisfaction Dataset

Explore the Customer Satisfaction Dataset

98. Traffic Flow Analysis

Analyze traffic flow patterns using sensor data in this data science project for urban planning.

Dataset: METR-LA Dataset

Explore the METR-LA Dataset

99. Renewable Energy Adoption Analysis

Analyze renewable energy adoption trends in this data science project for sustainability.

Dataset: IRENA Renewable Energy Data

Explore the IRENA Renewable Energy Data

100. E-commerce Fraud Detection

Detect fraudulent e-commerce transactions using machine learning in this data science project.

Dataset: E-commerce Transaction Dataset

Explore the E-commerce Transaction Dataset

Data Science Projects

 

101. Social Media Engagement Prediction

Predict social media post engagement using regression models in this data science project for digital marketing.

Dataset: Instagram Interactions Dataset

Explore the Instagram Interactions Dataset

102. Energy Efficiency Analysis for Homes

Analyze household energy patterns in this data science project to recommend efficiency improvements using clustering.

Dataset: UCI Household Energy Dataset

Explore the UCI Household Energy Dataset

103. Text Summarization Tool

Build a data science project to summarize articles using NLP and extractive summarization techniques.

Tool: NLTK, SpaCy

Explore NLTK for Text Summarization

104. Traffic Noise Level Prediction

Predict urban traffic noise levels in this data science project using time series and environmental data.

Dataset: Urban Noise Dataset

Explore the Urban Noise Dataset

105. Online Course Popularity Analysis

Analyze trends in online course enrollments in this data science project to identify popular subjects.

Dataset: Coursera Course Dataset

Explore the Coursera Course Dataset

106. Airline Customer Satisfaction Prediction

Predict airline passenger satisfaction in this data science project using survey data and classification.

Dataset: Airline Passenger Satisfaction Dataset

Explore the Airline Passenger Satisfaction Dataset

107. Retail Store Location Analysis

Analyze optimal retail store locations in this data science project using demographic and geographic data.

Dataset: US Census Demographic Data

Explore the US Census Demographic Data

108. Emotion Detection in Text Messages

Classify emotions in text messages using NLP in this data science project for communication analysis.

Dataset: EmoContext Dataset

Explore the EmoContext Dataset

109. Solar Flare Prediction

Predict solar flare occurrences in this data science project using time series and machine learning.

Dataset: NASA Solar Flare Dataset

Explore the NASA Solar Flare Dataset

110. Fitness Tracker Data Analysis

Analyze fitness tracker data to identify activity patterns in this data science project using Pandas.

Dataset: Fitbit Dataset

Explore the Fitbit Dataset

111. Smart Home Device Usage Analysis

Explore smart home device usage trends in this data science project to optimize energy consumption.

Dataset: Smart Home Dataset

Explore the Smart Home Dataset

112. Online Shopping Cart Abandonment Prediction

Predict cart abandonment in this data science project using customer behavior and classification models.

Dataset: E-commerce Behavior Dataset

Explore the E-commerce Behavior Dataset

113. Wildlife Migration Pattern Analysis

Analyze animal migration patterns in this data science project using GPS tracking and visualization.

Dataset: Movebank Animal Tracking Dataset

Explore the Movebank Dataset

114. Book Recommendation System

Build a book recommendation system in this data science project using collaborative filtering techniques.

Dataset: Goodreads Books Dataset

Explore the Goodreads Books Dataset

115. Urban Heat Island Analysis

Analyze urban heat island effects in this data science project using temperature and geographic data.

Dataset: NOAA Temperature Dataset

Explore the NOAA Temperature Dataset

116. Credit Score Prediction

Predict credit scores in this data science project using financial data and regression models.

Dataset: Kaggle Credit Score Dataset

Explore the Kaggle Credit Score Dataset

117. Food Waste Analysis

Analyze food waste patterns in this data science project to suggest reduction strategies using Python.

Dataset: FAO Food Waste Dataset

Explore the FAO Food Waste Dataset

118. Gesture Recognition System

Build a gesture recognition system in this data science project using computer vision and deep learning.

Dataset: Hand Gesture Dataset

Explore the Hand Gesture Dataset

119. Job Market Trend Analysis

Analyze job market trends in this data science project using scraped job posting data.

Tool: Beautiful Soup, Pandas

Explore Beautiful Soup for Scraping

120. Public Health Campaign Impact Analysis

Evaluate health campaign impacts in this data science project using survey data and statistical analysis.

Dataset: WHO Health Campaign Data

Explore the WHO Health Campaign Data

121. Traffic Violation Analysis

Analyze traffic violation patterns in this data science project to improve road safety using clustering.

Dataset: NYC Traffic Violations Dataset

Explore the NYC Traffic Violations Dataset

122. Mental Health Tweet Analysis

Analyze mental health discussions on Twitter in this data science project using NLP and sentiment analysis.

Dataset: Twitter API Mental Health Dataset

Explore the Twitter API

123. Smart City Waste Management

Optimize waste collection routes in this data science project using geographic data and clustering.

Dataset: OpenStreetMap Waste Data

Explore OpenStreetMap Waste Data

124. E-learning Engagement Analysis

Analyze student engagement in e-learning platforms in this data science project using behavior data.

Dataset: EdX Course Engagement Dataset

Explore the EdX Course Engagement Dataset

125. Wildfire Smoke Impact Analysis

Assess wildfire smoke health impacts in this data science project using air quality and health data.

Dataset: EPA Air Quality Dataset

Explore the EPA Air Quality Dataset

126. Music Mood Classification

Classify music tracks by mood in this data science project using audio features and machine learning.

Dataset: Million Song Dataset

Explore the Million Song Dataset

127. Online Ad Click Prediction

Predict ad click-through rates in this data science project using user behavior and classification models.

Dataset: Kaggle Ad Click Dataset

Explore the Kaggle Ad Click Dataset

128. Urban Flood Risk Prediction

Predict flood risk in urban areas in this data science project using rainfall and geographic data.

Dataset: USGS Flood Data

Explore the USGS Flood Data

129. Recipe Recommendation System

Build a recipe recommendation system in this data science project using ingredient preferences and NLP.

Dataset: Food.com Recipes Dataset

Explore the Food.com Recipes Dataset

130. Airline Route Optimization

Optimize airline routes in this data science project using flight data and graph algorithms.

Dataset: OpenFlights Dataset

Explore the OpenFlights Dataset

131. Social Distancing Compliance Analysis

Analyze social distancing compliance in this data science project using mobility data and visualization.

Dataset: Google Mobility Reports

Explore Google Mobility Reports

132. Plant Growth Prediction

Predict plant growth rates in this data science project using environmental data and regression models.

Dataset: Plant Growth Dataset

Explore the Plant Growth Dataset

133. Retail Customer Loyalty Analysis

Analyze customer loyalty programs in this data science project using transaction data and clustering.

Dataset: Retail Loyalty Dataset

Explore the Retail Loyalty Dataset

134. Animal Shelter Adoption Prediction

Predict pet adoption likelihood in this data science project using shelter data and classification.

Dataset: PetFinder Adoption Dataset

Explore the PetFinder Adoption Dataset

135. Smart Grid Load Forecasting

Forecast electricity load in this data science project using time series and smart grid data.

Dataset: UCI Smart Grid Dataset

Explore the UCI Smart Grid Dataset

136. News Headline Sentiment Analysis

Analyze sentiments in news headlines in this data science project using NLP and classification.

Dataset: NewsAPI Headlines Dataset

Explore the NewsAPI Headlines Dataset

137. Urban Green Space Analysis

Evaluate urban green space accessibility in this data science project using geographic data.

Dataset: OpenStreetMap Green Space Data

Explore OpenStreetMap Green Space Data

138. Voice Assistant Interaction Analysis

Analyze voice assistant usage patterns in this data science project to improve user experience.

Dataset: Voice Assistant Dataset

Explore the Voice Assistant Dataset

139. Student Performance Prediction

Predict student academic performance in this data science project using study habits and grades.

Dataset: Student Performance Dataset

Explore the Student Performance Dataset

140. Energy Price Forecasting

Forecast energy prices in this data science project using market and consumption data.

Dataset: EIA Energy Price Data

Explore the EIA Energy Price Data

141. Public Bike Usage Analysis

Analyze public bike-sharing usage patterns in this data science project for urban mobility.

Dataset: Citi Bike NYC Dataset

Explore the Citi Bike NYC Dataset

142. Disease Outbreak Prediction

Predict disease outbreaks in this data science project using health and environmental data.

Dataset: CDC Outbreak Data

Explore the CDC Outbreak Data

143. Movie Genre Classification

Classify movies by genre using metadata in this data science project for entertainment analytics.

Dataset: TMDB Movie Metadata

Explore the TMDB Movie Metadata

144. Urban Parking Availability Analysis

Analyze parking availability in cities in this data science project using sensor data.

Dataset: SF Park Dataset

Explore the SF Park Dataset

145. Online Review Fraud Detection

Detect fraudulent online reviews in this data science project using NLP and anomaly detection.

Dataset: Yelp Review Fraud Dataset

Explore the Yelp Review Fraud Dataset

146. Agriculture Yield Prediction

Predict crop yields in this data science project using weather and soil data.

Dataset: USDA Crop Yield Data

Explore the USDA Crop Yield Data

147. Social Media Influencer Impact Analysis

Analyze influencer marketing impact in this data science project using engagement data.

Dataset: Influencer Marketing Dataset

Explore the Influencer Marketing Dataset

148. Public Health Trends Analysis

Analyze public health trends in this data science project using disease and demographic data.

Dataset: WHO Health Statistics

Explore WHO Health Statistics

149. Autonomous Vehicle Behavior Analysis

Analyze autonomous vehicle sensor data in this data science project to improve navigation algorithms.

Dataset: Waymo Open Dataset

Explore the Waymo Open Dataset

150. Podcast Popularity Analysis

Analyze podcast listener trends in this data science project to identify popular genres using Spotify data.

Dataset: Spotify Podcast Dataset

Explore the Spotify Podcast Dataset

151. Urban Noise Pollution Mapping

Map urban noise pollution levels in this data science project using sensor data and visualization tools.

Dataset: UrbanSound8K Dataset

Explore the UrbanSound8K Dataset

152. Social Media Customer Churn Analysis

Predict churn in social media platforms in this data science project using user activity data.

Dataset: Social Media Churn Dataset

Explore the Social Media Churn Dataset

153. Household Water Usage Forecasting

Forecast household water usage in this data science project using time series and consumption data.

Dataset: Water Consumption Dataset

Explore the Water Consumption Dataset

154. Crop Disease Detection

Detect crop diseases using image processing in this data science project for agricultural health.

Dataset: PlantVillage Dataset

Explore the PlantVillage Dataset

155. E-commerce Price Prediction

Predict optimal product prices in this data science project using market and sales data.

Dataset: Amazon Product Pricing Dataset

Explore the Amazon Product Pricing Dataset

156. Traffic Camera Data Analysis

Analyze traffic camera data to monitor flow in this data science project for urban planning.

Dataset: Traffic Camera Dataset

Explore the Traffic Camera Dataset

157. Mental Health Chatbot Development

Build a chatbot for mental health support in this data science project using NLP and Python.

Tool: TensorFlow, NLTK

Explore TensorFlow for Chatbot Development

158. Public Transit Efficiency Analysis

Analyze public transit efficiency in this data science project using ridership and schedule data.

Dataset: Transit Authority Dataset

Explore the Transit Authority Dataset

159. Video Streaming Behavior Analysis

Analyze user behavior on video streaming platforms in this data science project for engagement insights.

Dataset: Netflix Viewing Activity Dataset

Explore the Netflix Viewing Activity Dataset

160. Soil Moisture Prediction

Predict soil moisture levels in this data science project using weather data and regression models.

Dataset: Soil Moisture Dataset

Explore the Soil Moisture Dataset

161. Event Attendance Prediction

Predict event attendance in this data science project using historical and demographic data.

Dataset: Eventbrite Attendance Dataset

Explore the Eventbrite Attendance Dataset

162. Food Allergy Detection

Identify potential food allergies in this data science project using dietary and health data.

Dataset: Food Allergy Dataset

Explore the Food Allergy Dataset

163. Urban Air Mobility Analysis

Analyze urban air mobility trends in this data science project for future transportation insights.

Dataset: Urban Air Mobility Dataset

Explore the Urban Air Mobility Dataset

164. Customer Retention Strategy Analysis

Analyze retention strategies in this data science project using customer engagement and churn data.

Dataset: Customer Retention Dataset

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165. Wildlife Poaching Risk Assessment

Assess poaching risks in this data science project using geographic and species data.

Dataset: WWF Poaching Data

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166. Personalized Ad Recommendation

Build a personalized ad recommendation system in this data science project using user behavior data.

Dataset: Ad Interaction Dataset

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167. Urban Tree Coverage Analysis

Analyze urban tree coverage in this data science project using satellite and geographic data.

Dataset: NASA Satellite Imagery

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168. Voice Emotion Detection

Detect emotions in voice recordings in this data science project using audio features and ML.

Dataset: RAVDESS Audio Dataset

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169. Public Safety Incident Analysis

Analyze public safety incidents in this data science project using crime and emergency data.

Dataset: Open Crime Data

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170. Online Learning Retention Analysis

Analyze student retention in online courses in this data science project using engagement data.

Dataset: MOOC Retention Dataset

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171. Traffic Light Detection

Detect traffic lights using computer vision in this data science project for autonomous driving.

Dataset: LISA Traffic Light Dataset

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172. Healthcare Access Analysis

Analyze healthcare access disparities in this data science project using demographic and facility data.

Dataset: CDC Healthcare Access Data

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173. Movie Trailer Sentiment Analysis

Analyze sentiments in movie trailer comments in this data science project using NLP techniques.

Dataset: YouTube Comments Dataset

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174. Smart Agriculture Monitoring

Monitor crop health using IoT data in this data science project for precision agriculture.

Dataset: IoT Agriculture Dataset

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175. Retail Customer Segmentation

Segment retail customers in this data science project using purchase history and clustering techniques.

Dataset: Retail Customer Dataset

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176. Air Pollution Forecasting

Forecast air pollution levels in this data science project using weather and pollution data.

Dataset: EPA Air Quality Dataset

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177. Social Media Toxicity Detection

Detect toxic comments on social media in this data science project using NLP and classification.

Dataset: Toxic Comment Classification Dataset

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178. Energy Efficiency Retrofit Analysis

Analyze energy retrofit impacts in this data science project using building and consumption data.

Dataset: Building Energy Dataset

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179. Traffic Accident Severity Prediction

Predict traffic accident severity in this data science project using crash and environmental data.

Dataset: US Accidents Dataset

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180. Personalized Education Plan Generator

Generate personalized education plans in this data science project using student performance data.

Dataset: Student Performance Dataset

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181. Renewable Energy Viability Analysis

Assess renewable energy viability in this data science project using geographic and climate data.

Dataset: IRENA Renewable Energy Data

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182. Voice Command Classification

Classify voice commands in this data science project using audio features and machine learning.

Dataset: Speech Commands Dataset

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183. Urban Mobility Patterns Analysis

Analyze urban mobility patterns in this data science project using GPS and transit data.

Dataset: Google Mobility Reports

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184. Food Safety Incident Analysis

Analyze food safety incidents in this data science project using contamination and recall data.

Dataset: FDA Food Recall Data

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185. Customer Journey Mapping

Map customer journeys in this data science project using e-commerce behavior and analytics.

Dataset: E-commerce Behavior Dataset

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186. Wildfire Recovery Analysis

Analyze ecosystem recovery post-wildfire in this data science project using satellite and ecological data.

Dataset: NASA Wildfire Recovery Data

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187. Movie Poster Genre Classification

Classify movie genres from posters in this data science project using computer vision techniques.

Dataset: Movie Poster Dataset

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188. Public Transport Safety Analysis

Analyze safety incidents in public transport in this data science project using accident data.

Dataset: Transit Safety Dataset

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189. Healthcare Cost Forecasting

Forecast healthcare costs in this data science project using patient and treatment data.

Dataset: Medical Cost Dataset

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190. Social Media Fake News Detection

Detect fake news on social media in this data science project using NLP and classification.

Dataset: Twitter Fake News Dataset

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191. Energy Storage System Analysis

Analyze energy storage efficiency in this data science project using battery and usage data.

Dataset: Energy Storage Dataset

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192. Traffic Sign Damage Detection

Detect damaged traffic signs in this data science project using computer vision and image processing.

Dataset: Traffic Sign Dataset

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193. Student Dropout Prediction

Predict student dropout risk in this data science project using academic and demographic data.

Dataset: Student Dropout Dataset

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194. Urban Water Management Analysis

Analyze urban water usage patterns in this data science project for sustainable resource management.

Dataset: Water Management Dataset

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195. Product Defect Classification

Classify product defects in this data science project using manufacturing and image data.

Dataset: Manufacturing Defect Dataset

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196. Social Media Ad Impact Analysis

Analyze social media ad performance in this data science project using engagement and conversion data.

Dataset: Social Media Ad Dataset

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197. Renewable Energy Cost Analysis

Analyze renewable energy cost trends in this data science project using production and market data.

Dataset: IRENA Cost Data

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198. Voice Authentication System

Develop a voice authentication system in this data science project using audio features and ML.

Dataset: VoxCeleb Dataset

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199. Public Health Intervention Impact

Evaluate public health intervention impacts in this data science project using health outcome data.

Dataset: WHO Intervention Data

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200. Traffic Flow Optimization

Optimize traffic flow in this data science project using sensor and simulation data.

Dataset: METR-LA Dataset

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Data Science Projects

 

201. E-commerce Return Prediction

Predict product returns in e-commerce in this data science project using purchase and customer data.

Dataset: E-commerce Returns Dataset

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202. Wildlife Habitat Suitability Analysis

Analyze wildlife habitat suitability in this data science project using environmental and geographic data.

Dataset: IUCN Habitat Data

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203. Movie Audience Segmentation

Segment movie audiences in this data science project using viewing and demographic data.

Dataset: MovieLens Dataset

Explore the MovieLens Dataset

204. Urban Energy Demand Forecasting

Forecast urban energy demand in this data science project using consumption and weather data.

Dataset: UCI Energy Demand Dataset

Explore the UCI Energy Demand Dataset

205. Social Media Trend Forecasting

Forecast social media trends in this data science project using hashtag and engagement data.

Dataset: Twitter Trends Dataset

Explore the Twitter Trends Dataset

206. Crop Water Requirement Prediction

Predict crop water needs in this data science project using soil and climate data.

Dataset: FAO Irrigation Data

Explore the FAO Irrigation Data

207. Public Transport Demand Prediction

Predict public transport demand in this data science project using ridership and event data.

Dataset: Transit Demand Dataset

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208. Healthcare Resource Allocation

Optimize healthcare resource allocation in this data science project using patient and facility data.

Dataset: Healthcare Resource Dataset

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209. Movie Script Sentiment Analysis

Analyze sentiments in movie scripts in this data science project using NLP and text analysis.

Dataset: Movie Script Dataset

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210. Urban Flood Mitigation Analysis

Analyze flood mitigation strategies in this data science project using rainfall and infrastructure data.

Dataset: USGS Flood Mitigation Data

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211. Customer Preference Analysis

Analyze customer preferences in this data science project using survey and purchase data.

Dataset: Customer Preference Dataset

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212. Wildfire Prevention Strategy Analysis

Analyze wildfire prevention strategies in this data science project using environmental and historical data.

Dataset: Wildfire Prevention Dataset

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213. Music Playlist Recommendation

Build a playlist recommendation system in this data science project using user listening data.

Dataset: Spotify Playlist Dataset

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214. Traffic Congestion Mitigation Analysis

Analyze traffic congestion solutions in this data science project using flow and infrastructure data.

Dataset: TomTom Traffic Data

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215. Healthcare Wait Time Prediction

Predict hospital wait times in this data science project using patient and scheduling data.

Dataset: Hospital Wait Time Dataset

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216. Social Media User Segmentation

Segment social media users in this data science project using activity and demographic data.

Dataset: Social Media User Dataset

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217. Renewable Energy Adoption Trends

Analyze renewable energy adoption trends in this data science project using market and policy data.

Dataset: IRENA Adoption Data

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218. Voice Sentiment Analysis

Analyze sentiments in voice recordings in this data science project using audio and NLP techniques.

Dataset: RAVDESS Audio Dataset

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219. Public Safety Resource Optimization

Optimize public safety resource allocation in this data science project using incident and demographic data.

Dataset: Public Safety Dataset

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220. Online Course Effectiveness Analysis

Analyze online course effectiveness in this data science project using completion and feedback data.

Dataset: Coursera Effectiveness Dataset

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221. Traffic Sign Recognition System

Recognize traffic signs in this data science project using computer vision and deep learning.

Dataset: German Traffic Sign Dataset

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222. Healthcare Disparity Analysis

Analyze healthcare disparities in this data science project using access and outcome data.

Dataset: CDC Health Disparity Data

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223. Movie Review Classification

Classify movie reviews as positive or negative in this data science project using NLP techniques.

Dataset: IMDB Reviews Dataset

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224. Smart Farming Yield Optimization

Optimize crop yields in this data science project using IoT and environmental data.

Dataset: Smart Farming Dataset

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225. Retail Customer Churn Prediction

Predict retail customer churn in this data science project using transaction and loyalty data.

Dataset: Retail Churn Dataset

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226. Air Quality Health Impact Analysis

Analyze air quality health impacts in this data science project using pollution and health data.

Dataset: EPA Health Impact Data

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227. Social Media Sentiment Tracking

Track social media sentiments in this data science project using real-time data and NLP.

Dataset: Twitter Sentiment Dataset

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228. Energy Efficiency Policy Analysis

Analyze energy efficiency policy impacts in this data science project using adoption and cost data.

Dataset: Energy Policy Dataset

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229. Traffic Crash Hotspot Analysis

Identify traffic crash hotspots in this data science project using accident and geographic data.

Dataset: US Accidents Dataset

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230. Student Engagement Analysis

Analyze student engagement in this data science project using classroom and behavioral data.

Dataset: Student Engagement Dataset

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231. Renewable Energy Production Forecasting

Forecast renewable energy production in this data science project using weather and generation data.

Dataset: IRENA Production Data

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232. Voice Gender Classification

Classify voice gender in this data science project using audio features and machine learning.

Dataset: VoxCeleb Dataset

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233. Urban Transport Efficiency Analysis

Analyze urban transport efficiency in this data science project using ridership and infrastructure data.

Dataset: Transit Efficiency Dataset

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234. Food Supply Chain Analysis

Analyze food supply chain efficiency in this data science project using logistics and demand data.

Dataset: FAO Supply Chain Data

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235. Customer Behavior Segmentation

Segment customer behavior in this data science project using purchase and browsing data.

Dataset: E-commerce Behavior Dataset

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236. Wildfire Impact Assessment

Assess wildfire impacts on ecosystems in this data science project using satellite and environmental data.

Dataset: NASA Wildfire Data

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237. Hybrid Movie Recommendation System

Build a hybrid movie recommendation system in this data science project using collaborative and content-based filtering.

Dataset: MovieLens Dataset

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238. Urban Parking Optimization

Optimize urban parking allocation in this data science project using sensor and demand data.

Dataset: SF Park Dataset

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239. Healthcare Fraud Detection

Detect fraudulent healthcare claims in this data science project using anomaly detection and ML.

Dataset: Medicare Claims Dataset

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240. Social Media Influence Analysis

Analyze social media influencer impact in this data science project using engagement and reach data.

Dataset: Influencer Impact Dataset

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241. Energy Consumption Pattern Analysis

Analyze energy consumption patterns in this data science project using household and weather data.

Dataset: UCI Household Energy Dataset

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242. Pedestrian Detection in Traffic

Detect pedestrians in traffic in this data science project using computer vision and image data.

Dataset: Cityscapes Dataset

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243. Student Mental Health Analysis

Analyze student mental health trends in this data science project using survey and demographic data.

Dataset: Student Mental Health Dataset

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244. Urban Heat Mitigation Analysis

Analyze urban heat mitigation strategies in this data science project using temperature and infrastructure data.

Dataset: NOAA Temperature Data

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245. Customer Lifetime Value Forecasting

Forecast customer lifetime value in this data science project using purchase and retention data.

Dataset: Online Retail Dataset

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246. Wildfire Risk Forecasting

Forecast wildfire risks in this data science project using climate and vegetation data.

Dataset: Wildfire Risk Dataset

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247. Movie Success Prediction

Predict movie success in this data science project using box office and metadata analysis.

Dataset: TMDB 5000 Movie Dataset

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248. Public Transport Reliability Analysis

Analyze public transport reliability in this data science project using schedule and delay data.

Dataset: Transit Reliability Dataset

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249. Healthcare Access Optimization

Optimize healthcare access in this data science project using geographic and patient data.

Dataset: Healthcare Access Dataset

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250. Social Media Fake Account Detection

Detect fake social media accounts in this data science project using profile and activity data.

Dataset: Social Media Fake Account Dataset

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251. Energy Grid Stability Analysis

Analyze energy grid stability in this data science project using load and supply data.

Dataset: UCI Grid Stability Dataset

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252. Traffic Lane Detection System

Detect traffic lanes in this data science project using computer vision and image processing.

Dataset: TuSimple Lane Dataset

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253. Student Performance Forecasting

Forecast student performance in this data science project using academic and behavioral data.

Dataset: Student Performance Dataset

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254. Urban Water Quality Analysis

Analyze urban water quality in this data science project using chemical and environmental data.

Dataset: Water Quality Dataset

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255. Product Demand Forecasting

Forecast product demand in this data science project using sales and market trend data.

Dataset: Retail Demand Dataset

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256. Social Media Engagement Trends

Analyze social media engagement trends in this data science project using platform and user data.

Dataset: Instagram Engagement Dataset

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257. Renewable Energy Efficiency Analysis

Analyze renewable energy system efficiency in this data science project using performance data.

Dataset: IRENA Efficiency Data

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258. Voice Accent Classification

Classify voice accents in this data science project using audio features and machine learning.

Dataset: VoxCeleb Dataset

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259. Urban Transport Safety Analysis

Analyze urban transport safety in this data science project using incident and infrastructure data.

Dataset: Transport Safety Dataset

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260. Food Nutrition Recommendation System

Build a nutrition recommendation system in this data science project using dietary and health data.

Dataset: USDA Nutrition Dataset

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261. Customer Retention Analysis

Analyze customer retention strategies in this data science project using loyalty and purchase data.

Dataset: Customer Retention Dataset

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262. Wildfire Evacuation Planning

Plan wildfire evacuation routes in this data science project using geographic and risk data.

Dataset: Wildfire Evacuation Dataset

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263. Movie Genre Recommendation System

Build a movie genre recommendation system in this data science project using user preferences.

Dataset: MovieLens Dataset

Explore the MovieLens Dataset

264. Urban Parking Demand Forecasting

Forecast urban parking demand in this data science project using sensor and event data.

Dataset: SF Park Dataset

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265. Healthcare Cost Optimization

Optimize healthcare costs in this data science project using treatment and patient data.

Dataset: Medical Cost Dataset

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266. Social Media Content Moderation

Detect inappropriate social media content in this data science project using NLP and classification.

Dataset: Social Media Moderation Dataset

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267. Energy Consumption Forecasting

Forecast energy consumption in this data science project using household and weather data.

Dataset: UCI Energy Consumption Dataset

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268. Traffic Object Detection

Detect objects in traffic in this data science project using computer vision and deep learning.

Dataset: Cityscapes Dataset

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269. Student Attendance Prediction

Predict student attendance in this data science project using behavioral and academic data.

Dataset: Student Attendance Dataset

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270. Urban Air Quality Monitoring

Monitor urban air quality in this data science project using sensor and environmental data.

Dataset: EPA Air Quality Dataset

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271. Retail Product Recommendation

Build a retail product recommendation system in this data science project using purchase data.

Dataset: Retail Recommendation Dataset

Explore the Retail Recommendation Dataset

272. Social Media Trend Analysis

Analyze social media trends in this data science project using hashtag and engagement data.

Dataset: Twitter Trends Dataset

Explore the Twitter Trends Dataset

273. Renewable Energy Impact Analysis

Analyze renewable energy impacts in this data science project using environmental and economic data.

Dataset: IRENA Impact Data

Explore the IRENA Impact Data

274. Voice Emotion Recognition System

Recognize emotions in voice in this data science project using audio features and machine learning.

Dataset: RAVDESS Audio Dataset

Explore the RAVDESS Audio Dataset

275. Public Safety Incident Prediction

Predict public safety incidents in this data science project using crime and demographic data.

Dataset: Public Safety Dataset

Explore the Public Safety Dataset

276. Online Course Engagement Analysis

Analyze online course engagement in this data science project using completion and interaction data.

Dataset: Coursera Engagement Dataset

Explore the Coursera Engagement Dataset

277. Traffic Sign Classification

Classify traffic signs in this data science project using computer vision and deep learning.

Dataset: German Traffic Sign Dataset

Explore the German Traffic Sign Dataset

278. Healthcare Resource Efficiency Analysis

Analyze healthcare resource efficiency in this data science project using patient and facility data.

Dataset: Healthcare Efficiency Dataset

Explore the Healthcare Efficiency Dataset

279. Movie Sentiment Tracking

Track movie sentiments in this data science project using social media and review data.

Dataset: Twitter Movie Sentiment Dataset

Explore the Twitter Movie Sentiment Dataset

280. Smart Farming Efficiency Analysis

Analyze smart farming efficiency in this data science project using IoT and crop data.

Dataset: Smart Farming Dataset

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281. Customer Churn Analysis

Analyze customer churn in this data science project using subscription and behavior data.

Dataset: Customer Churn Dataset

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282. Air Quality Forecasting

Forecast air quality in this data science project using pollution and meteorological data.

Dataset: EPA Air Quality Dataset

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283. Social Media Influencer Impact

Analyze influencer impact in this data science project using engagement and campaign data.

Dataset: Influencer Impact Dataset

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284. Building Energy Efficiency Analysis

Analyze building energy efficiency in this data science project using structural and consumption data.

Dataset: ASHRAE Energy Dataset

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285. Traffic Accident Prediction

Predict traffic accidents in this data science project using road and environmental data.

Dataset: US Accidents Dataset

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286. Student Learning Pathways Analysis

Analyze student learning pathways in this data science project using academic and engagement data.

Dataset: Student Learning Dataset

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287. Renewable Energy Policy Impact

Analyze renewable energy policy impacts in this data science project using adoption and economic data.

Dataset: IRENA Policy Data

Explore the IRENA Policy Data

288. Voice Command Recognition System

Build a voice command recognition system in this data science project using audio and ML.

Dataset: Speech Commands Dataset

Explore the Speech Commands Dataset

289. Urban Transport Optimization

Optimize urban transport routes in this data science project using ridership and traffic data.

Dataset: Transit Optimization Dataset

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290. Food Safety Monitoring System

Monitor food safety in this data science project using contamination and supply chain data.

Dataset: FDA Food Safety Data

Explore the FDA Food Safety Data

291. E-commerce Customer Segmentation

Segment e-commerce customers in this data science project using purchase and browsing data.

Dataset: E-commerce Customer Dataset

Explore the E-commerce Customer Dataset

292. Wildfire Recovery Monitoring

Monitor wildfire recovery in this data science project using satellite and ecological data.

Dataset: NASA Wildfire Recovery Data

Explore the NASA Wildfire Recovery Data

293. Movie Audience Preference Analysis

Analyze movie audience preferences in this data science project using viewing and demographic data.

Dataset: MovieLens Dataset

Explore the MovieLens Dataset

294. Urban Energy Optimization

Optimize urban energy usage in this data science project using consumption and infrastructure data.

Dataset: UCI Energy Optimization Dataset

Explore the UCI Energy Optimization Dataset

295. Social Media Trend Prediction

Predict social media trends in this data science project using engagement and hashtag data.

Dataset: Twitter Trends Dataset

Explore the Twitter Trends Dataset

296. Crop Yield Optimization

Optimize crop yields in this data science project using weather and soil data.

Dataset: USDA Crop Yield Data

Explore the USDA Crop Yield Data

297. Public Transport Efficiency Optimization

Optimize public transport efficiency in this data science project using ridership and schedule data.

Dataset: Transit Efficiency Dataset

Explore the Transit Efficiency Dataset

298. Healthcare Resource Forecasting

Forecast healthcare resource needs in this data science project using patient and facility data.

Dataset: Healthcare Resource Dataset

Explore the Healthcare Resource Dataset

299. Movie Sentiment Analysis

Analyze movie sentiments in this data science project using social media and review data for audience insights.

Dataset: Twitter Movie Sentiment Dataset

Explore the Twitter Movie Sentiment Dataset

300. Wildlife Migration Patterns Analysis

Analyze wildlife migration patterns in this data science project using GPS tracking and environmental data.

Dataset: Movebank Animal Tracking Data

Explore the Movebank Animal Tracking Data

Data Science Projects

 

Conclusion : Launch Your Data Science Project Journey

Starting a data science project in 2025 is an exciting step for high school students to unlock their potential. With a variety of data science project ideas, from wildlife migration analysis to social media trend prediction, there is something to match every interest. Using free tools like Google Colab and accessing datasets from platforms like Kaggle or Data.gov, students can begin building real-world skills in Python, data visualization, and machine learning.

Download our College Admissions Report and learn how 400+ Inspirit AI Scholars got accepted to Ivy League Schools in the past 2 years!

These data science projects help students prepare for college, internships, and future careers by developing critical thinking, coding proficiency, and problem-solving abilities. Whether your goal is to explore AI, improve public health insights, or analyze trends in sustainability, starting a data science project today is a meaningful way to make a difference and grow your confidence as a future technologist.

 

About Inspirit AI

AI Scholars Live Online is a 10-session (25-hour) program that exposes high school students to fundamental AI concepts and guides them to build a socially impactful project. Taught by our team of graduate students from Stanford, MIT, and more, students receive a personalized learning experience in small groups with a student-teacher ratio of 5:1.

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