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Part 2: Beyond the Spreadsheet: Decoding the Hidden Patterns of Cinema

I. The Goal: Testing the Hype In my last post, I documented how I built a custom dataset by pulling live data directly from Wikipedia. It was a process of turning messy web tables into a structured CSV file. Today, I’m putting that data to work to answer a question many of us have: Are record-breaking box office numbers a consistent new trend or are we just seeing a few lucky hits? By looking at the last 30 years of cinema, I wanted to see if the "Billion Dollar Club" is actu

jagarapujeevani

Jan 135 min read

Part1: Beyond the CSV: Engineering Custom Datasets with Python

Introduction: Challenging the Traditional Analytics Workflow Usually, the roadmap for building a data portfolio follows a very specific, linear path. The formula is familiar to almost everyone entering the field: Find a pre-cleaned dataset on a portal like Kaggle. Download the static CSV file. Clean any minor remaining errors using Excel, SQL or Power BI. Visualize the results in a standard dashboard. It’s a safe and effective process for learning the basics. However, as

jagarapujeevani

Jan 135 min read

🌙 Beyond the Numbers: The Art of Listening to Your Body’s Data

Decoding the Silent Language: How Visuals Turn Bio-Data into Action Your body is constantly speaking to you, but it speaks in a language of numbers that most of us can’t instinctively understand. Every heartbeat and sleep cycle is a data point in the vast experiment of the "Quantified Self". As a Data Analyst, I believe our job is to act as translators. If we use the wrong visual "lens," the story of our health becomes noise. But with the right representation, we can finally

jagarapujeevani

Jan 125 min read