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Data Science & Analytics Task 2

📈 Social Media Campaign Performance Tracker

Track & Visualize Ad Performance Like a Pro

👋 Whether you’re a marketing enthusiast, data lover, or beginner in analytics — this internship task will give you real-world exposure to how businesses evaluate their ad campaign success using performance data.

🔍 About the Task

In this task, you’ll work with simulated or exported CSV data from Instagram or Facebook Ads Manager. Your goal is to analyze campaign performance metrics and build an interactive dashboard that helps businesses answer questions like:

  • How well did the ad campaign perform?
  • Which posts or ads had the highest engagement?
  • What was the Click-Through Rate (CTR) and Return on Investment (ROI)?
  • What can we improve for the next campaign?

✅ What You’ll Learn

  • Marketing Analytics Fundamentals
    Understand how digital ads are measured and optimized.
  • Key Metrics Demystified
    Learn what Impressions, Reach, CTR, CPC, and ROI mean and how to use them.
  • Data Visualization & Storytelling
    Create dashboards that marketing teams use to make smart decisions.
  • Hands-on with Tools
    Explore both Power BI and Google Looker Studio (formerly Data Studio) to compare reporting styles.

🧰 Tools You’ll Use

ToolPurpose
Power BITo build professional dashboards
Excel or Google SheetsFor quick data cleaning and analysis
Google Looker Studio (Optional)Alternative dashboarding tool with easy drag & drop
Canva (Optional)For creatives to design mock ads to track

📁 Sample Datasets to Practice

You can use any of the datasets below for practice. These are safe, public, and beginner-friendly:

  1. 🔗 Facebook Ads Performance Dataset – Kaggle
  2. 🔗 Social Media Ads – Kaggle (Click Prediction)
  3. 🔗 Marketing Campaign Data – Kaggle

🎯 Deliverable

You’ll submit a polished Power BI dashboard (or Google Looker Studio report) that includes:

  • Overview of campaign KPIs
  • Insights into top-performing posts
  • ROI summary
  • Interactive filters (by age, region, device, etc.)
  • Actionable recommendations

🎥 Best YouTube Tutorials to Follow

  1. ▶️ Create a Facebook Ads Dashboard in Power BI – 20 min Tutorial
    (Easy to follow for beginners, no coding needed)
  2. ▶️ Digital Marketing Dashboard in Looker Studio (Free & Fast)
  3. ▶️ Social Media Analytics with Excel for Beginners

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