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What is bank-loan-analysis-powerbi-sql-2-richardekpadi-?

scribus01/bank-loan-analysis-powerbi-sql-2-richardekpadi- — explained in plain English

Analysis updated 2026-05-18

0Audience · dataComplexity · 2/5Setup · easy

In one sentence

A Power BI and SQL dashboard project that analyzes 15,000 bank loan records to show trends in funding, repayment, and portfolio risk.

Mindmap

mindmap
  root((bank loan dashboard))
    What it does
      Analyzes loan data
      Tracks funding and repayment
      Assesses portfolio risk
    Tech stack
      PostgreSQL
      Power BI
      DAX
      Excel
    Use cases
      Portfolio risk reporting
      Regional loan performance
      Customer demographics
    Audience
      Data analysts
      Aspiring analysts
    Setup
      Clone repository
      Open pbix in Power BI
      Review SQL folder

Code map

Detail Auto

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filefunction / class

What do people build with it?

USE CASE 1

Explore a sample Power BI dashboard analyzing bank loan applications, funding, and repayment.

USE CASE 2

Study the included SQL queries to see how loan KPIs like good versus bad loan percentage are calculated.

USE CASE 3

Use the dashboard structure as a template for building a similar loan or lending analytics report.

USE CASE 4

Filter loan data by state, region, or loan purpose using the dashboard's interactive slicers.

What is it built with?

PostgreSQLSQLPower BIDAXExcel

How does it compare?

scribus01/bank-loan-analysis-powerbi-sql-2-richardekpadi-00kaku/gallery-slider-block04amanrajj/netwatch
Stars00
LanguageJavaScriptRust
Last pushed2021-05-19
MaintenanceDormant
Setup difficultyeasyeasymoderate
Complexity2/52/53/5
Audiencedatageneralops devops

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 30min

Requires Power BI Desktop installed to open the .pbix file.

No license is stated in the README, so reuse terms are unclear.

So what is it?

This project is a data analysis dashboard built around bank loan information rather than a piece of software someone installs and runs. It looks at 15,000 loan records to understand patterns in loan applications, how much money was funded and repaid, who the borrowers are, and how risky the overall loan portfolio is. The goal is to turn raw loan data into a set of visual reports that help someone make decisions about lending. The data itself lives in PostgreSQL, a type of database used to store and query information with SQL. From there, the numbers are pulled into Power BI, a tool from Microsoft for building interactive dashboards and charts, with DAX used for the underlying calculations and Excel used to prepare the data beforehand. The dashboard is split into three pages: an executive overview with headline numbers like total applications and funded amounts, a customer analysis page looking at things like employment length, income, and credit score, and a risk and repayment page comparing good loans against bad ones and looking at interest rates and repayment across different states. Alongside the dashboard, a set of SQL queries in the repository calculate the same kinds of figures directly from the database, covering totals, regional performance, loan purposes, and loan grades. To use the project, someone would clone the repository, open the included Power BI file, and explore the three report pages, using filters called slicers to narrow down what they are looking at. The SQL folder holds the underlying queries for anyone who wants to see how the numbers were calculated. The README does not mention a license, so the terms under which this project can be reused are not stated. It was built by a self-described aspiring data analyst as a portfolio piece to demonstrate skills in SQL, Power BI, and Excel.

Copy-paste prompts

Prompt 1
Walk me through opening the .pbix file in Power BI Desktop and exploring the three dashboard pages.
Prompt 2
Explain the SQL queries in this project that calculate good versus bad loan percentages.
Prompt 3
Help me adapt this bank loan dashboard structure to a different lending dataset.
Prompt 4
What DAX measures would I need to recreate the Executive Overview KPIs shown in this project?

Frequently asked questions

What is bank-loan-analysis-powerbi-sql-2-richardekpadi-?

A Power BI and SQL dashboard project that analyzes 15,000 bank loan records to show trends in funding, repayment, and portfolio risk.

What license does bank-loan-analysis-powerbi-sql-2-richardekpadi- use?

No license is stated in the README, so reuse terms are unclear.

How hard is bank-loan-analysis-powerbi-sql-2-richardekpadi- to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is bank-loan-analysis-powerbi-sql-2-richardekpadi- for?

Mainly data.

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