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⭐ 40+ IEEE 2025-2026 Data Analytics Projects · BE · BTech · MTech · CSE · IT · Bangalore

Data Analytics Projects 2026

— Final Year Projects for BE, BTech & MTech

40+ IEEE 2025-2026 data analytics final year projects for BE, BTech and MTech CSE and IT students in Bangalore — business intelligence projects, real-time stream analytics, customer behaviour analytics, supply chain analytics, HR analytics, healthcare analytics, retail analytics, social media analytics, sports analytics, marketing analytics and cloud data analytics projects. Python, Apache Spark, Kafka, Power BI, Tableau, SQL, Snowflake, Databricks — source code, report, PPT and viva support.

Business Intelligence Real-Time Stream Analytics Customer Analytics Supply Chain Analytics HR Analytics Healthcare Analytics Retail Analytics Social Media Analytics Sports Analytics Marketing Analytics Cloud Data Analytics Advanced / MTech Research
📊 Browse 40+ Data Analytics Topics 💬 Talk to an Analytics Expert
40+
Project Topics
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Analytics Domains
9,500+
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Data Analytics Projects for Students

Data analytics final year projects for 2026 are among the most sought-after IEEE project categories for BE, BTech and MTech CSE and IT students. We offer 40+ IEEE 2025-2026 data analytics project ideas across 12 real-world analytics domains — converting raw data into strategic insight using industry-standard big data and BI tools. Every data analytics project with source code includes Python/PySpark scripts, SQL queries, Power BI or Tableau dashboards, IEEE 2026 base paper, university-format project report and PPT.

Python Data Analysis Projects

  • Business intelligence projects with Power BI / Tableau dashboards
  • Real-time stream analytics projects using Apache Kafka and Spark Streaming
  • Customer behaviour analytics and churn analysis projects
  • Supply chain risk and demand analytics projects
  • HR and workforce analytics projects with attrition prediction
  • Healthcare patient analytics and hospital management analytics
  • Retail sales analytics and market basket analysis projects
  • Social media analytics and sentiment-based trend detection
  • Sports performance analytics using player tracking data
  • Marketing attribution analytics and campaign ROI analytics
  • Cloud data analytics projects using Snowflake, Databricks, AWS
  • Advanced / MTech data analytics research projects

2026 Data Analytics projects using Python

Tools & Platforms Used in Data Analytics Projects

Industry-standard data analytics tools used across all 12 project domains — from data ingestion and ETL to BI dashboards and cloud analytics pipelines.

Python / PySpark Pandas / NumPy SQL / PostgreSQL Apache Spark Apache Kafka Hadoop HDFS Microsoft Power BI Tableau Snowflake Databricks / Delta Lake Matplotlib / Seaborn / Plotly scikit-learn / XGBoost NLTK / SpaCy Apache Airflow Streamlit / Flask Apache Flink / AWS Glue

Python Based Data Analysis Projects

Core Analytics Techniques Covered
Descriptive Analytics
KPI dashboards, trend analysis, summary statistics
Diagnostic Analytics
Root cause analysis, drill-down, correlation discovery
Predictive Analytics
ML models for forecasting and classification
Prescriptive Analytics
Optimisation, recommendation and decision automation
Real-Time Stream Analytics
Kafka, Spark Streaming, Flink micro-batch processing
Healthcare Data Analytics
Patient flow, readmission risk, clinical outcome prediction
Data Warehousing & ETL
Snowflake, Databricks, dbt, Airflow pipelines
Text & Sentiment Analytics
NLTK, SpaCy, VADER, BERT for opinion mining
BI Dashboards & Reports
Power BI .pbix, Tableau .twbx interactive reports

Data Analytics Projects for Beginners

2026 IEEE Data Analytics Project Topics

Browse all data analytics project ideas by domain — each topic includes IEEE 2026 base paper, Python/PySpark/SQL source code, Power BI or Tableau dashboard, architecture diagram, project report and viva support.

Business Intelligence Projects
Power BI · Tableau · KPI Dashboards · OLAP · Data Warehousing
#Project TitleTools
01Multi-Dimensional Sales KPI Dashboard with Drill-Through Analysis using Power BI and Azure SynapseBEPower BI, Azure Synapse, SQL
02Customer 360 Analytics Platform using Data Lakehouse Architecture and TableauMTechTableau, Snowflake, dbt, Python
03Automated Financial Reporting and Variance Analysis Dashboard using Power BI and DAXBEPower BI, DAX, SQL Server
04Product Performance and Inventory Turnover BI System for E-Commerce using Tableau and PostgreSQLBETableau, PostgreSQL, Python
Real-Time Stream Analytics Projects
Apache Kafka · Spark Streaming · Flink · Real-Time Dashboards
#Project TitleTools
05Real-Time E-Commerce Clickstream Analytics Pipeline using Apache Kafka and Spark StreamingMTechKafka, PySpark, Cassandra, Grafana
06IoT Sensor Stream Analytics for Smart Factory Condition Monitoring using Apache FlinkMTechApache Flink, Kafka, InfluxDB
07Real-Time Fraud Detection Stream Analytics System using Kafka and XGBoostBEKafka, PySpark, XGBoost, Python
08Stock Market Tick Data Stream Analytics and Anomaly Detection using Apache SparkMTechSpark Streaming, Kafka, Plotly
Customer Behaviour Analytics Projects
Churn Prediction · Segmentation · CLV · Recommendation
#Project TitleTools
09Telecom Customer Churn Prediction and Retention Analytics Dashboard using Python and Power BIBEPython, scikit-learn, Power BI
10Customer Lifetime Value Segmentation using RFM Analysis and K-Means ClusteringBEPython, Pandas, Tableau
11E-Commerce Product Recommendation Engine Analytics using Collaborative Filtering and PySparkMTechPySpark, MLlib, Streamlit
12Customer Journey Analytics and Funnel Drop-Off Identification using Google Analytics and PythonBEPython, GA4 API, Plotly
Supply Chain Analytics Projects
Demand Forecasting · Inventory · Supplier Risk · Logistics
#Project TitleTools
13Supply Chain Disruption Prediction and Risk Scoring using XGBoost and TableauMTechPython, XGBoost, Tableau
14Demand Forecasting Analytics for FMCG using LSTM and Prophet with Power BI ReportingBEPython, Prophet, LSTM, Power BI
15Inventory Optimisation Analytics using Probabilistic Forecasting and Monte Carlo SimulationMTechPython, SciPy, Streamlit
16Supplier Performance Analytics Dashboard using SQL, PySpark and Power BIBESQL, PySpark, Power BI
HR Analytics Projects
Attrition Prediction · Workforce Planning · Diversity Analytics
#Project TitleTools
17Employee Attrition Prediction and HR Analytics Dashboard using Random Forest and TableauBEPython, Random Forest, Tableau
18Workforce Productivity Analytics and Burnout Risk Detection using Survey Data and NLPMTechPython, BERT, Power BI
19Recruitment Funnel Analytics and Bias Detection using Python and FairlearnMTechPython, Fairlearn, Streamlit
20Salary Benchmarking and Compensation Analytics Tool using Web Scraping and Power BIBEPython, BeautifulSoup, Power BI
Healthcare Analytics Projects
Patient Flow · Readmission · Disease Prediction · Clinical Analytics
#Project TitleTools
21Hospital Readmission Risk Analytics for Diabetic Patients using MIMIC-III and XGBoostMTechPython, XGBoost, Pandas, Tableau
22Patient Flow Optimisation Analytics for Emergency Department Resource PlanningBEPython, SimPy, Power BI
23COVID-19 Epidemiological Trend Analytics and Forecasting using ARIMA and Power BIBEPython, ARIMA, Power BI
24Drug Adverse Effect Surveillance Analytics using FDA Open Data and NLP SentimentMTechPython, SpaCy, Streamlit
Retail Analytics Projects
Market Basket · Pricing Analytics · Store Performance · Seasonal Trends
#Project TitleTools
25Market Basket Analysis for Cross-Selling Strategy using Apriori and FP-Growth on PySparkMTechPySpark, MLlib, Tableau
26Retail Store Sales Forecasting and Seasonal Trend Analytics using Prophet and Power BIBEPython, Prophet, Power BI
27Dynamic Pricing Analytics System for E-Commerce using Competitive Price Scraping and MLMTechPython, scikit-learn, Streamlit
28Omnichannel Retail Performance Analytics Dashboard using SQL and Power BIBESQL, Power BI, DAX
Social Media Analytics Projects
Sentiment Analysis · Influencer Analytics · Trend Detection · NLP
#Project TitleTools
29Real-Time Twitter/X Sentiment Analytics for Brand Reputation Monitoring using VADER and KafkaBEPython, Kafka, VADER, Plotly
30YouTube Channel Performance Analytics and Virality Prediction using YouTube Data APIBEPython, YT Data API, Tableau
31Instagram Influencer Authenticity and Engagement Analytics using Graph Metrics and NLPMTechPython, NetworkX, SpaCy, Streamlit
32Reddit Topic Trend Analytics using BERTopic and Time-Series Spike DetectionMTechPython, BERTopic, NLTK, Plotly
Sports Analytics Projects
Player Tracking · Performance Analytics · Injury Prediction · Team Strategy
#Project TitleTools
33IPL Cricket Player Performance Analytics and Auction Value Prediction using Python and TableauBEPython, Pandas, Tableau
34Football Player Tracking and Passing Network Analytics using StatsBomb Open DataMTechPython, NetworkX, mplsoccer, Plotly
35NBA Shot Selection Analytics and Efficiency Rating Dashboard using Python and Power BIBEPython, Pandas, Power BI
36Athlete Injury Risk Prediction using Wearable Sensor Data Analytics and XGBoostMTechPython, XGBoost, Streamlit
Marketing Analytics Projects
Attribution · Campaign ROI · A/B Testing · CLV · Web Analytics
#Project TitleTools
37Multi-Touch Attribution Analytics for Digital Marketing Campaigns using Markov Chain ModelMTechPython, scikit-learn, Tableau
38Email Campaign A/B Test Analytics and Statistical Significance Reporting using PythonBEPython, SciPy, Streamlit
39Website Conversion Funnel Analytics and UX Optimisation using GA4 and Power BIBEGA4 API, Python, Power BI
40Marketing Mix Modelling (MMM) for Budget Optimisation using Ridge Regression and TableauMTechPython, Ridge Regression, Tableau
Cloud Data Analytics Projects
AWS · Azure · Snowflake · Databricks · Data Lakehouse
#Project TitleTools
41Serverless Data Analytics Pipeline on AWS using Lambda, Glue, Athena and QuickSightMTechAWS Lambda, Glue, Athena
42Multi-Cloud Data Lakehouse Analytics using Delta Lake on Databricks with Unity CatalogMTechDatabricks, Delta Lake, PySpark
43Cloud Cost Analytics and Rightsizing Recommendations using Azure Cost Management API and Power BIBEAzure API, Python, Power BI
44Snowflake-Based Data Warehouse Analytics Platform with dbt Transformation and Tableau ReportingMTechSnowflake, dbt, Tableau
Advanced / MTech Research Analytics
Federated Analytics · Explainable AI · Graph Analytics · LLM-Powered Analytics
#Project TitleTools
45Explainable Predictive Analytics using SHAP and LIME for Business Decision SupportMTechPython, SHAP, LIME, Streamlit
46Federated Analytics Framework for Privacy-Preserving Enterprise Data CollaborationPhDPySyft, TensorFlow Federated
47LLM-Powered Natural Language to SQL Analytics Interface using GPT-4 and LangchainMTechPython, LangChain, GPT-4, Streamlit
48Geospatial Urban Mobility Analytics for Smart City Planning using GeoPandas and FoliumMTechPython, GeoPandas, Folium, Tableau

Data Analytics Projects for Students PDF

Frequently Asked Questions — Data Analytics Projects
Top IEEE 2026 data analytics project ideas include: real-time e-commerce clickstream analytics using Apache Kafka and Spark Streaming, customer churn analytics with Power BI, supply chain disruption analytics using predictive modelling, HR attrition analytics with Tableau, retail sales analytics using PySpark, social media sentiment analytics, healthcare patient flow analytics, sports performance analytics, marketing ROI analytics and IoT sensor stream analytics for smart factory monitoring.
Data analytics final year projects use Python with Pandas, NumPy and scikit-learn for data processing, Apache Spark and PySpark for big data analytics, Apache Kafka for real-time stream analytics, Power BI and Tableau for dashboards, SQL/PostgreSQL for structured data querying, Hadoop HDFS for distributed storage, Snowflake and Databricks for cloud pipelines, NLTK/SpaCy for text analytics, Matplotlib/Seaborn/Plotly for visualization, and Flask or Streamlit for deploying dashboards.
Yes. Every IEEE data analytics project includes complete Python/PySpark source code, SQL scripts, Power BI .pbix or Tableau .twbx dashboard file, dataset references, IEEE 2025-2026 base paper, university-format project report, PPT presentation, data flow and architecture diagram, and viva Q&A support for BE, BTech and MTech CSE and IT students in Bangalore.
Latest MTech 2026 data analytics research topics include: real-time IoT stream analytics using Apache Flink and Kafka, explainable predictive analytics using SHAP, federated analytics for privacy-preserving enterprise data, graph analytics for supply chain risk identification, LLM-powered natural language to SQL analytics interface, augmented analytics with automated insight generation, geospatial analytics for urban mobility, multi-cloud data lakehouse analytics using Delta Lake on Databricks, serverless analytics pipeline on AWS Lambda with Glue and Athena, and differential privacy for healthcare data analytics.

Data Analytics Projects in Python

Get Your IEEE 2026 Data Analytics Project Today

40+ data analytics project topics for BE, BTech and MTech CSE/IT students in Bangalore — complete source code, Power BI/Tableau dashboards, IEEE base paper, project report, PPT and viva support. Call or WhatsApp us now.

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