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PySpark

PySpark Pivot and Unpivot DataFrame

✅ What is Pivot and Unpivot? Pivot = Convert rows into columns Unpivot = Convert columns into rows 🌀 Sample DataFrame Let’s start with a small DataFrame t…

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Mar 19, 2026 2 min read
Pandas

Pandas Data Manipulation: The Complete Guide (Part 2 — Indexing, GroupBy, Merge & Reshape)

...ulation — loc/iloc, boolean filtering, GroupBy, merge/join, pivot tables, melt, string ops, and apply functions with real examples.

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Apr 15, 2026 24 min read
SQL

Pivoting and Unpivoting Data in SQL

Pivoting Data : Pivoting is the process of converting rows of data into columns, effectively changing the orientation of your data. It's useful when you ha…

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Mar 19, 2026 6 min read
Pandas

Advanced Pandas: Performance, Time Series, ML Pipelines & Interview Questions (Part 3)

Master advanced Pandas — MultiIndex, time series resampling, rolling windows, memory optimization, Pandas 2.x features, ML pipelines, and 30+ interview Q&A.

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Apr 15, 2026 27 min read
SQL

Use of Apply(Cross and Outer) operator in SQL server

APPLY operator joins two table expressions. Also, I'll show how it differs from regular JOINs. Operator: CROSS APPLY Similar: INNER JOIN When to Use: Use a C...

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Mar 19, 2026 3 min read
SQL

Added columns in a table by dynamic ways

IF OBJECT_ID('AddedDynamicColumn','P') IS NOT NULL BEGIN DROP PROC AddedDynamicColumn END GO CREATE PROCEDURE AddedDynamicColumn AS BEGIN SELECT ED.empid,ED....

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Apr 3, 2026 5 min read