https://github.com/allanotieno254/powerbi-dax-filter-context

This repository contains a Power BI project that explores **DAX Filter Context**, a crucial concept in DAX calculations. The project focuses on **Bank Loan Analysis**, demonstrating how different filter contexts affect DAX formulas.
https://github.com/allanotieno254/powerbi-dax-filter-context

business-intelligence data data-analysis dax dax-functions powerbi powerbi-visuals visualization

Last synced: 6 months ago
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This repository contains a Power BI project that explores **DAX Filter Context**, a crucial concept in DAX calculations. The project focuses on **Bank Loan Analysis**, demonstrating how different filter contexts affect DAX formulas.

• Host: GitHub
• URL: https://github.com/allanotieno254/powerbi-dax-filter-context
• Owner: AllanOtieno254
• Created: 2025-02-04T20:30:49.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2025-02-04T20:45:14.000Z (8 months ago)
• Last Synced: 2025-02-04T21:30:31.391Z (8 months ago)
• Topics: business-intelligence, data, data-analysis, dax, dax-functions, powerbi, powerbi-visuals, visualization
• Homepage:
• Size: 0 Bytes
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 📊 DAX Filter Context in Power BI

![YTD Sales](https://github.com/user-attachments/assets/5f4de99e-1284-454f-8252-5a3b8f75f0c7)

## 🔍 Overview

This repository contains a Power BI project that explores **DAX Filter Context**, a crucial concept in DAX calculations. The project focuses on **Bank Loan Analysis**, demonstrating how different filter contexts affect DAX formulas.

### 🏆 Key Objectives:

- Understand how **row, column, and visual-level filters** interact.

- Analyze **DAX functions like CALCULATE, FILTER, ALL, and REMOVEFILTERS**.

- Demonstrate real-world **Bank Loan Analysis** using Power BI.

---

### 🛠️ DAX Functions Used

1️⃣ CALCULATE

Modifies filter context for an expression.

### DAX

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Total Sales = CALCULATE(SUM(Sales[Amount]), Sales[Region] = "East")

### 2️⃣ FILTER

Creates a table based on conditions.

DAX

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FilteredData = FILTER(Sales, Sales[Amount] > 1000)

### 3️⃣ ALL

Ignores existing filters.

DAX

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Total Sales (All Regions) = CALCULATE(SUM(Sales[Amount]), ALL(Sales[Region]))

### 4️⃣ REMOVEFILTERS

Removes all filters from a table or column.

DAX

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Total Sales Without Filters = CALCULATE(SUM(Sales[Amount]), REMOVEFILTERS(Sales))

![duplicate sales by country](https://github.com/user-attachments/assets/f3fcd202-5e67-4380-b748-d4638389ff01)

![Sales by country](https://github.com/user-attachments/assets/5c69cff8-db77-418a-8061-0889478992b8)

## 🚀 Getting Started

### 📥 Clone the repository:

```sh

git clone https://github.com/your-username/DAX-Filter-Context.git