## 1. The Gate (Login)

9:41

# Turn Stress into
Success

Stop venting into the void. Turn your daily struggles into professional personal branding content with one click.

## 2. The Vent (Input)

Teacher AI
Online
Rough day? I saw you struggling with that SQL query.
It was a nightmare. I know the logic is right but the JOINs keep duplicating rows. I felt so dumb.
Duplication usually means a one-to-many relationship you missed. That's a classic "gotcha," not a stupidity problem. Want me to draft a post about "Mastering the JOIN"?
Reply...

## 3. The Magic (Result)

Ghostwriter Draft

## SQL JOINs: Why 1+1 Sometimes Equals 4 (And How to Fix It)

Created just now

today I spent 2 hours staring at a dataset that doubled in size every time I ran a query. I thought I was bad at math. Turns out, I was just bad at JOINs.

I learned the hard way: if you JOIN a table with duplicates, you don't just "add" data—you multiply it. This is why understanding your primary keys matters more than writing complex logic.

Data isn't just numbers; it's relationships. And today, I finally understood this one. 💡
#DataAnalytics #SQL #LearningJourney #Tech

## 4. Reflection (History)

# History

MA

### SQL JOINs: Why 1+1...

Today

Today I spent 2 hours staring at a dataset that doubled in size every time I ran a query. I thought I was bad at math...

### Python Indentation...

Yesterday

Python whitespace drove me crazy today. Why does an invisible character break my entire script? Here is what I learned...