Data modeling Memes

Posts tagged with Data modeling

Machine Learning Orders A Drink

Machine Learning Orders A Drink
The joke brilliantly skewers how recommendation algorithms work in real life. Instead of having original preferences, ML models basically look at what's popular and say "I'll have what they're having!" It's the digital equivalent of copying the smart kid's homework, but with billions of data points. Collaborative filtering in a nutshell—why make your own decisions when you can just aggregate everyone else's? Next time Netflix suggests that documentary everyone's watching, remember it's just an algorithm at a bar asking what's trending.

Normalization? Never Heard Of Her.

Normalization? Never Heard Of Her.
Behold, the perfect metaphor for every "I'll fix it later" database design. That Polish town is what happens when junior devs store everything in one massive table—address, name, payment info, order history, favorite color, and probably their grandmother's maiden name too. Database normalization exists for a reason, folks. Without it, you're just cramming 6,000 entities onto a single street called "users_table_v2_FINAL_ACTUALLY_FINAL.sql" and wondering why your queries take longer than a Windows update.

When Your Front End And Back End Works But The Database Is Messed Up

When Your Front End And Back End Works But The Database Is Messed Up
That thousand-yard stare when your frontend is pixel-perfect, your backend logic is flawless, but someone decided to store player names as "FIRSTNAME SECONDNAME" in the database. Eight years of development experience and I'm still getting called at 2 AM because production data looks like a placeholder that escaped into the wild. Classic "works on my machine" until the real data hits and suddenly you're explaining to management why the soccer player's actual name isn't showing up during the European Qualifiers broadcast.

One Table Databases

One Table Databases
Just like that Polish town where 6,000 people share a single street address, single-table databases cram everything into one horrific data structure. No relationships, no normalization—just a massive Excel spreadsheet masquerading as a database. The database equivalent of putting your entire life in one drawer and then wondering why you can't find your tax documents. Bonus points if you've added a JSON column to store "flexible" data, you monster.

When Worlds Collide: JSON In SQL Database

When Worlds Collide: JSON In SQL Database
Ah yes, the elegant solution of cramming a jumbo jet into a cargo plane—just like trying to shove your beautiful, flexible JSON data into the rigid, tabular prison of SQL. Database architects be like: "It technically fits if we disassemble the wings, normalize the engines into separate tables, and pretend those nested objects don't exist!" Meanwhile, NoSQL developers are watching this disaster unfold while sipping tea.

Worlds Best Programmer Strikes Again

Worlds Best Programmer Strikes Again
Ah yes, the classic "I just discovered databases 101 and now I'm a cybersecurity expert" moment. Nothing says "world's best programmer" like not understanding that primary keys exist. Next up: shocking revelation that arrays start at 0, not 1! The real fraud here is claiming to understand database architecture after what was clearly a five-minute Google search. If only Stack Overflow had a "close as billionaire misconception" option.

The Two Types You Actually Need

The Two Types You Actually Need
Who needs 50 different data types when you can just slap everything into a JSONB column and call it a day? This is basically PostgreSQL developers discovering MongoDB's entire business model. The tweet shows the ultimate database hack: create a table with just an ID and a JSONB field that's essentially a shapeless blob of whatever garbage you want to throw in there. Schema? We don't know her. Data integrity? Never met her. It's the database equivalent of shoving everything under your bed when your mom tells you to clean your room. And the best part? This is exactly what MongoDB has been selling as a "feature" all along. Turns out you can have NoSQL chaos in your SQL database too!

Damn My Professor Isn'T Very Gender Inclusive

Damn My Professor Isn'T Very Gender Inclusive
Ah yes, the classic binary gender implementation! When your professor thinks human identity is just a boolean value. 🤦‍♂️ In the real world: "What's your gender?" "Well, it's complicated..." In this database: "What's your gender?" "true." "Wait, what does that even mean?!" Somewhere a non-binary person is trying to hack the system with a NULL value and causing a database crash. Whoops!