# sifat192/adult_income_eda architecture

> Architecture diagram of the GitHub repository sifat192/adult_income_eda, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-30). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/sifat192/adult_income_eda
- Repository: https://github.com/sifat192/adult_income_eda

## Overview

This repository is a small exploratory-analysis product: a user explores the Adult Income dataset in a Python notebook to identify patterns associated with income levels. The README names Pandas and Matplotlib as the analysis tools. No source excerpts are available, so the graph captures only these documented relationships; notebook internals and specific transformations are unknown.

Main entry points: [`adult_income_eda.ipynb`](https://github.com/sifat192/adult_income_eda/blob/main/adult_income_eda.ipynb) (EDA Notebook), [`adult.csv`](https://github.com/sifat192/adult_income_eda/blob/main/adult.csv) (Adult Income Data)

## Diagram (Mermaid)

```mermaid
flowchart TD

node_analyst(("Analyst"))
node_income_data["Adult Income Data<br/>[adult.csv]"]
node_eda_notebook["EDA Notebook"]
node_income_patterns["Income Patterns"]
node_analysis_tools["Python, Pandas, Matplotlib"]

node_analyst -->|"explores with"| node_eda_notebook
node_income_data -->|"analyzed in"| node_eda_notebook
node_eda_notebook -->|"uses"| node_analysis_tools
node_eda_notebook -->|"identifies"| node_income_patterns

click node_income_data "https://github.com/sifat192/adult_income_eda/blob/main/adult.csv"
click node_eda_notebook "https://github.com/sifat192/adult_income_eda/blob/main/adult_income_eda.ipynb"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_analyst,node_income_patterns,node_analysis_tools toneIndigo
class node_income_data,node_eda_notebook toneTeal
```

## Components

### Other components

- **Analyst**
- [Adult Income Data](https://github.com/sifat192/adult_income_eda/blob/main/adult.csv): `adult.csv`
- [EDA Notebook](https://github.com/sifat192/adult_income_eda/blob/main/adult_income_eda.ipynb): `adult_income_eda.ipynb`
- **Income Patterns**
- **Python, Pandas, Matplotlib**

## Connections

- Analyst → EDA Notebook: explores with (evidence: `README.md`)
- Adult Income Data → EDA Notebook: analyzed in (evidence: `README.md`)
- EDA Notebook → Python, Pandas, Matplotlib: uses (evidence: `README.md`)
- EDA Notebook → Income Patterns: identifies (evidence: `README.md`)