IEEE Xplore 2026
Latest IEEE 2026 Data Science Project Topics with Source Code for MTech & BE
75+ final year Data Science project ideas sourced from IEEE Xplore 2026 — including Exploratory Data Analysis, Tableau & Power BI Dashboards, PySpark Big Data, Airflow ETL Pipelines, Kafka Real-Time Streaming, dbt Data Transformation, Snowflake Data Warehousing, SQL Analytics, Customer Segmentation, Time Series Forecasting, Supply Chain Analytics, Healthcare Data Analytics and more — ready to implement with complete source code, real datasets and documentation.
| # | IEEE 2026 Data Science Project Topic | Tool / Framework | Category |
|---|---|---|---|
| 01 | Exploratory Data Analysis (EDA) on IPL Cricket Dataset using Python Pandas | Python / Pandas / Seaborn | EDA / Data Visualization |
| 02 | Tableau Sales Analytics Dashboard for E-Commerce Retail Data | Tableau | Tableau / Business Analytics |
| 03 | Power BI HR Analytics Dashboard with Employee Attrition Insights | Power BI | Power BI / HR Analytics |
| 04 | Customer Segmentation using K-Means Clustering on Retail Dataset | Python / Scikit-learn | ML / Customer Analytics |
| 05 | Time Series Forecasting of Stock Prices using ARIMA and Prophet | Python / Prophet | Time Series / Forecasting |
| 06 | Real-Time Sales Data Streaming Pipeline using Apache Kafka and Python | Python / Kafka | Real-Time Streaming / Data Engineering |
| 07 | ETL Data Pipeline using Apache Airflow and PostgreSQL | Python / Airflow | Data Pipeline / Data Engineering |
| 08 | Big Data Analytics on Twitter Data using PySpark and Hadoop | PySpark / Hadoop | Big Data / PySpark |
| 09 | Snowflake Data Warehouse Design for Retail Analytics with dbt | Snowflake / dbt | Data Warehousing / dbt |
| 10 | Customer Churn Prediction using Logistic Regression and XGBoost | Python / XGBoost | Predictive Analytics / ML |
| 11 | Supply Chain Analytics and Demand Forecasting using Machine Learning | Python / Scikit-learn | Supply Chain / Forecasting |
| 12 | Healthcare Patient Readmission Prediction using Classification Models | Python / Scikit-learn | Healthcare Analytics / ML |
| 13 | Web Scraping and Data Pipeline for News Analytics using BeautifulSoup | Python / BeautifulSoup | Data Pipeline / Web Scraping |
| 14 | Power BI Financial KPI Dashboard for Corporate Revenue Analysis | Power BI / DAX | Power BI / Financial Analytics |
| 15 | AWS S3 and Glue Data Lake Pipeline for E-Commerce Analytics | AWS S3 / Glue / Athena | Cloud Analytics / Data Engineering |
| 16 | A/B Testing Framework for Product Feature Experimentation using Python | Python / Scipy | Statistical Analytics / A/B Testing |
| 17 | Geospatial Data Analytics and Visualization using GeoPandas and Folium | Python / GeoPandas / Folium | Geospatial Analytics |
| 18 | Retail Basket Analysis using Apriori Association Rule Mining | Python / mlxtend | Market Basket / EDA |
| 19 | Databricks MLflow End-to-End Machine Learning Pipeline with Tracking | Databricks / MLflow | MLOps / ML Pipeline |
| 20 | Feature Engineering and AutoML for Tabular Data Prediction using H2O | Python / H2O AutoML | AutoML / Feature Engineering |
| 21 | SQL Analytics for Business Intelligence using Google BigQuery | Google BigQuery / SQL | SQL Analytics / BI |
| 22 | Credit Risk Scoring Model using Machine Learning on Financial Dataset | Python / Scikit-learn | Financial Analytics / ML |
| 23 | Tableau Public Health Dashboard for COVID-19 Regional Trend Analysis | Tableau | Tableau / Public Health Analytics |
| 24 | Energy Consumption Forecasting using LSTM and Time Series Data | Python / Keras / LSTM | Time Series / Energy Analytics |
| 25 | NLP Text Analytics Pipeline for Customer Reviews using spaCy and BERT | Python / spaCy / BERT | NLP / Text Analytics |
| 26 | Real-Time Anomaly Detection in IoT Sensor Data using Isolation Forest | Python / Kafka / Scikit-learn | IoT Analytics / Anomaly Detection |
| 27 | dbt Data Transformation Pipeline for Marketing Analytics on Redshift | dbt / AWS Redshift | dbt / Data Warehousing |
| 28 | PySpark Machine Learning Pipeline for Large-Scale Fraud Detection | PySpark / MLlib | Big Data / Fraud Detection |
| 29 | Tableau Operations Dashboard for Logistics and Delivery Performance | Tableau | Tableau / Logistics Analytics |
| 30 | House Price Prediction using Regression and Feature Engineering on Kaggle Dataset | Python / Scikit-learn | Predictive Analytics / Regression |
| 31 | Power BI Supply Chain KPI Dashboard with DAX Measures | Power BI / DAX | Power BI / Supply Chain |
| 32 | Kafka and Spark Structured Streaming Pipeline for Real-Time Click Analytics | Kafka / PySpark Streaming | Real-Time Streaming / Big Data |
| 33 | Data Quality and Validation Framework using Great Expectations and Airflow | Python / Great Expectations / Airflow | Data Quality / Data Engineering |
| 34 | Customer Lifetime Value (CLTV) Prediction using Machine Learning | Python / Lifetimes / XGBoost | Customer Analytics / ML |
| 35 | Sentiment Analysis Data Pipeline on Twitter using Kafka and Power BI | Python / Kafka / Power BI | NLP / Real-Time Analytics |
| 36 | Retail Inventory Optimization using Linear Programming and Data Science | Python / PuLP / Pandas | Supply Chain / Optimization |
| 37 | Healthcare Drug Interaction Analysis using Network Graph Analytics | Python / NetworkX / Neo4j | Healthcare Analytics / Graph |
| 38 | Airflow Orchestrated Multi-Source ETL Pipeline for Data Lakehouse | Apache Airflow / Delta Lake | Data Pipeline / Data Lakehouse |
| 39 | Tableau Sports Analytics Dashboard for Premier League Performance Metrics | Tableau / Python | Tableau / Sports Analytics |
| 40 | R Programming Statistical Analysis on Clinical Trial Healthcare Dataset | R / ggplot2 / tidyverse | Statistical Analysis / Healthcare |
| 41 | Product Recommendation Engine using Collaborative Filtering on E-Commerce Data | Python / Scikit-learn / Surprise | Recommendation System / ML |
| 42 | Power BI Marketing Campaign Effectiveness Dashboard with Funnel Analysis | Power BI / DAX | Power BI / Marketing Analytics |
| 43 | Twitter Hashtag Trend Analysis and Visualization using Python and Plotly | Python / Plotly / Tweepy | Social Media Analytics / NLP |
| 44 | AWS Redshift Data Warehouse with Tableau BI Reporting Layer | AWS Redshift / Tableau | Cloud DWH / Tableau |
| 45 | Flight Delay Prediction using Machine Learning on Aviation Dataset | Python / XGBoost | Predictive Analytics / Transport |
| 46 | PySpark Big Data Pipeline for Smart City Traffic Analytics | PySpark / HDFS | Big Data / Smart City |
| 47 | EDA and Visualization of World Happiness Index Dataset using Seaborn | Python / Pandas / Seaborn | EDA / Data Visualization |
| 48 | Data Lakehouse Architecture using Apache Iceberg and Spark on AWS | Apache Iceberg / PySpark / AWS | Data Lakehouse / Big Data |
| 49 | Power BI Healthcare Outcomes Dashboard for Hospital Performance Analysis | Power BI / DAX | Power BI / Healthcare Analytics |
| 50 | Fraud Detection in Financial Transactions using Isolation Forest & Autoencoder | Python / Keras | Fraud Detection / Anomaly Detection |
| 51 | Google Analytics 4 Data Pipeline to BigQuery with Looker Studio Dashboard | Google BigQuery / Looker Studio | Cloud Analytics / Marketing |
| 52 | Climate Data Analysis and Visualization of Global Temperature Trends | Python / Matplotlib / Pandas | EDA / Environmental Analytics |
| 53 | Tableau Executive KPI Dashboard for Manufacturing OEE Analysis | Tableau | Tableau / Manufacturing Analytics |
| 54 | Movie Box Office Revenue Prediction using Regression and EDA | Python / Scikit-learn | Predictive Analytics / Entertainment |
| 55 | Real-Time Financial Market Dashboard using Kafka, Python and Grafana | Kafka / Grafana / Python | Real-Time Streaming / FinTech |
| 56 | dbt and Snowflake Data Mart for Multi-Channel Retail Analytics | Snowflake / dbt / SQL | Data Warehousing / Retail Analytics |
| 57 | Network Intrusion Detection using Machine Learning on KDD Dataset | Python / Scikit-learn | Cybersecurity Analytics / ML |
| 58 | Power BI Inventory Analytics Dashboard with ABC-XYZ Segmentation | Power BI / Python | Power BI / Inventory Analytics |
| 59 | MLOps Pipeline with Feature Store using Feast and Kubeflow | Feast / Kubeflow / MLflow | MLOps / Data Engineering |
| 60 | Social Network Analysis of LinkedIn Connections using Graph Data Science | Python / NetworkX / Neo4j | Graph Analytics / Social Network |
| 61 | EDA on Global COVID-19 Dataset with Interactive Plotly Dashboards | Python / Plotly / Dash | EDA / Public Health Analytics |
| 62 | Employee Performance Analytics using Power BI and Python Scikit-learn | Python / Power BI | HR Analytics / ML |
| 63 | Databricks End-to-End Delta Lake Pipeline for Telco Data Analytics | Databricks / Delta Lake | Data Lakehouse / Telco Analytics |
| 64 | Price Elasticity of Demand Analysis using Regression on Retail Data | Python / Statsmodels | Statistical Analytics / Retail |
| 65 | Tableau Real Estate Market Analytics Dashboard with Geo Maps | Tableau | Tableau / Real Estate Analytics |
| 66 | PySpark Streaming Pipeline for E-Commerce Order Processing Analytics | PySpark Streaming / Kafka | Big Data / Real-Time Streaming |
| 67 | Agricultural Crop Yield Prediction using Machine Learning and Weather Data | Python / Scikit-learn | Agriculture Analytics / ML |
| 68 | R Shiny Interactive Dashboard for Exploratory Clinical Data Analysis | R / Shiny / ggplot2 | R Programming / Healthcare EDA |
| 69 | Airflow DAG Pipeline for Automated Reporting with Email Notifications | Apache Airflow / Python | Data Pipeline / Data Engineering |
| 70 | Power BI Education Analytics Dashboard for Student Performance Tracking | Power BI / DAX | Power BI / Education Analytics |
| 71 | Cohort Analysis and Retention Analytics for SaaS Product using Python | Python / Pandas / Plotly | Product Analytics / Retention |
| 72 | Real-Time Uber / Cab Trip Data Analytics Pipeline using Kafka and BigQuery | Kafka / BigQuery / Looker | Real-Time Analytics / Transport |
| 73 | Tableau Urban Mobility and Public Transport Analytics Dashboard | Tableau / Python | Tableau / Smart City Analytics |
| 74 | E-Commerce Funnel Analytics and Conversion Optimization using SQL and Python | Python / SQL / Pandas | Product Analytics / SQL |
| 75 | End-to-End Data Science Project: Netflix Recommendation with MLflow & Streamlit | Python / MLflow / Streamlit | End-to-End DS / MLOps |
| 76 | Snowflake + Power BI Integrated Reporting for Banking Data Mart | Snowflake / Power BI | Data Warehousing / Banking Analytics |
| 77 | Wikipedia Page View Analytics using PySpark on Hadoop Cluster | PySpark / HDFS | Big Data / Web Analytics |
| 78 | Predictive Maintenance for Manufacturing using Sensor Data & ML | Python / Scikit-learn / Kafka | IoT Analytics / Predictive Maintenance |
