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https://github.com/bgarcevic/danish-democracy-data


https://github.com/bgarcevic/danish-democracy-data

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# Danish Democracy Data

This repo is a personal hobby project using open source alternatives to create a data warehouse for the data of the Danish parliament.
The API used is the open API from [Folketinget API](https://oda.ft.dk/Home/WebApi) as the primary source of data.

## Development

* Python >= 3.11 https://www.python.org/downloads/

### Running this project

Following commands create and activate a virtual environment and run the project.

* Bash:
```bash
git clone https://github.com/bgarcevic/danish-democracy-data.git
cd danish-democracy-data
python -m venv .dbtenv
source .dbtenv/bin/activate
python -m pip install --upgrade pip
python -m pip install -r requirements.txt
python extract-load/danish_parliament_data_retriever.py
dbt deps
dbt seed
dbt build
dbt docs generate
dbt docs serve
```
* PowerShell:
```powershell
git clone https://github.com/bgarcevic/danish-democracy-data.git
cd danish-democracy-data
python -m venv .dbtenv
.dbtenv\Scripts\Activate.ps1
python -m pip install --upgrade pip
python -m pip install -r requirements.txt
python extract-load\danish_parliament_data_retriever.py
dbt deps
dbt seed
dbt build
dbt docs generate
dbt docs serve
```
* Windows CMD:
```
git clone https://github.com/bgarcevic/danish-democracy-data.git
cd danish-democracy-data
python -m venv .dbtenv
.dbtenv\Scripts\activate.bat
python -m pip install --upgrade pip
python -m pip install -r requirements.txt
python extract-load\danish_parliament_data_retriever.py
dbt deps
dbt seed
dbt build
dbt docs generate
dbt docs serve
```

### Development Tools

* Code formatting: `black`
* Add-in: `dbt Power User`
* SQL linting/formatting: `sqlfluff`

## File Locations

The data directory will look like this:
```
data
├── danish_democracy_data.duckdb
├── curated
└── raw
├── afstemning
│ ├── afstemning_yyyymmdd.json
│ └── last_run_afstemning.json
├── afstemningstype
│ ├── afstemningstype_yyyymmdd.json
│ └── last_run_afstemningstype.json
├── aktør
│ ├── aktør_yyyymmdd.json
│ └── last_run_aktør.json
├── aktørtype
│ ├── aktørtype_yyyymmdd.json
│ └── last_run_aktørtype.json
├── møde
│ ├── møde_yyyymmdd.json
│ └── last_run_møde.json
├── mødestatus
│ ├── mødestatus_yyyymmdd.json
│ └── last_run_mødestatus.json
├── mødetype
│ ├── mødetype_yyyymmdd.json
│ └── last_run_mødetype.json
├── periode
│ ├── periode_yyyymmdd.json
│ └── last_run_periode.json
├── sag
│ ├── sag_yyyymmdd.json
│ └── last_run_sag.json
├── sagstrin
│ ├── sagstrin_yyyymmdd.json
│ └── last_run_sagstrin.json
├── sagstrinaktør
│ ├── sagstrinaktør_yyyymmdd.json
│ └── last_run_sagstrinaktør.json
├── sagstrinsstatus
│ ├── sagstrinsstatus_yyyymmdd.json
│ └── last_run_sagstrinsstatus.json
├── sagstrinstype
│ ├── sagstrinstype_yyyymmdd.json
│ └── last_run_sagstrinstype.json
├── stemme
│ ├── stemme_yyyymmdd.json
│ └── last_run_stemme.json
└── stemmetype
├── stemmetype_yyyymmdd.json
└── last_run_stemmetype.json
```

### DuckDB location

DuckDB file will be in project-root under `data/danish_democracy_data.duckdb`

## Staging:

Run

* PowerShell:
```powershell
python extract-load\danish_parliament_data_retriever.py
```

## dbt

Install dbt_utils:
```
dbt deps
```

Run models:
```
dbt run
```

Run tests:
```
dbt test
```

### sqlfluff

Run SQL linter on dbt models:
```
sqlfluff lint
```

## Browsing the data
Some options:
- [duckcli](https://pypi.org/project/duckcli/)
- [DuckDB CLI](https://duckdb.org/docs/installation/?environment=cli)
- [How to set up DBeaver SQL IDE for DuckDB](https://duckdb.org/docs/guides/sql_editors/dbeaver)

---
For more information on dbt:
- Read the [introduction to dbt](https://docs.getdbt.com/docs/introduction)
- Read the [dbt viewpoint](https://docs.getdbt.com/docs/about/viewpoint)
- Join the [dbt Community](http://community.getdbt.com/)