Malaysia economy

Malaysia Economic Outlook 2027 Analytics Suite

One Python codebase holds 10 data science and data engineering projects on the Ministry of Finance Malaysia Economic Outlook 2027 report, from state CPI and GDP nowcasting to SDG tracking. The modules share a SQLite database, Pydantic schemas and one Streamlit workbench, and the repo keeps private HYGR sales data out by shipping only normalized index series.

Stack: Python, SQLite, Pydantic, Streamlit
Code: github.com/ADM1SH/malaysia-economic-outlook-2027-suite

Overview

Install

Copy the environment template:
```
cp .env.example .env
```
Install the Python dependencies:
```
pip install -r requirements.txt
```
Run the automated verification suite:
```
pytest -v
```
Launch the interactive workbench:
```
streamlit run app.py
```

Docs

The full documentation covers how it works, configuration and results.

Read the docs View the code