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A lightweight health data analytics tool for monthly time-series visualization and distribution analysis.

Project description

๐Ÿ“˜ rr2graph โ€” Visualize Blood Pressure, Pulse, and Weight Data

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rr2graph is a lightweight commandโ€‘line tool for processing and visualizing blood pressure, pulse, and weight data stored in Excel files.
It generates monthly plots (boxโ€‘swarm, scatter, histogram, violin) and exports them automatically as PNG, PDF, and SVG.

๐Ÿ“ค Example Output

Example visualization using scatter and boxโ€‘swarm plots:

Example Box Swarm Plot

Format: A4 Landscape (11.69 ร— 8.27 inch)

The CLI prints all generated files:

Heart rows read: 81
Weight rows read: 49
โ†’ Excel file: rr_data.xlsx
โ†’ Months: 3
โ†’ Output folder: plots/
Generating histogram plotsโ€ฆ
Generated histogram plots stored at:
โ€“ plots/png/(2026-02__2026-04 3 months) per month data and histogram.png
โ€“ plots/pdf/(2026-02__2026-04 3 months) per month data and histogram.pdf
โ€“ plots/svg/(2026-02__2026-04 3 months) per month data and histogram.svg
โ€ฆ

๐Ÿš€ Installation

  1. Ensure you are in the project root

    ~/your/project/directory/

  2. Install using Pipenv (editable mode)

    pipenv install -e .
    

    This installs:

    • the rr2graph package (editable mode)
    • all dependencies defined in pyproject.toml
  3. Optional: Development dependencies

    pipenv install -r requirements_dev.txt
    

๐Ÿงฐ CLI Usage

After installation, the command rr2graph becomes available.

Show help

rr2graph --help
usage: rr2graph [-h] [-e EXCEL] [-n NUM_OF_MONTHS] [-o OUTPUT] [-c CONFIG] [-v] [-g] [-i]

Reads Excel data and generates plots.

options:
  -h, --help            Show help and exit
  -e, --excel EXCEL     Path to Excel file (default: rr_data.xlsx)
  -n, --num_of_months NUM_OF_MONTHS
                        Number of months 1โ€“6 (default: 3)
  -o, --output OUTPUT   Output folder for generated plots (default: plots/)
  -c, --config CONFIG   Optional YAML configuration file
  -v, --version         Show program version and exit
  -g, --generate-test-data
                        Generate test_rr_data.xlsx and exit
  -i, --info            Show system and configuration information

๐Ÿงช Generate Test Data

rr2graph -g

Creates:

test_rr_data.xlsx

with realistic blood pressure, pulse, and weight data.

โ„น๏ธ System & Configuration Info

rr2graph --info

Example output:

rr2graph info
โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
Version:        1.1.0
Python:         3.11.15
Installed at:   /opt/homebrew/lib/python3.11/site-packages/rr2graph

Working dir:    /Users/your_user/rr2graph_test
System:         Darwin 25.3.0 (arm64)
Terminal:       utf-8

No config file found (config.yaml missing).
โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€
Everything looks good โœ“

๐Ÿ“ Configuration File (YAML)

Example config.yaml:

excel: "rr_data.xlsx"
num_of_months: 3
output: "plots/"
Field Description
excel Path to the Excel file containing RR data
num_of_months Number of months to analyze
output Output directory for PNG/PDF/SVG plots

Use it via:

rr2graph -c config.yaml

๐Ÿ“Š Output Structure

Running:

rr2graph -c config.yaml

produces:

plots/
โ”œโ”€โ”€ png/
โ”œโ”€โ”€ pdf/
โ””โ”€โ”€ svg/

๐Ÿ“ Project Structure

/your/project/directory/

.
โ”œโ”€โ”€ config.yaml
โ”œโ”€โ”€ example_box_swarm.png
โ”œโ”€โ”€ Pipfile
โ”œโ”€โ”€ plots/
โ”‚ย ย  โ”œโ”€โ”€ pdf/
โ”‚ย ย  โ”œโ”€โ”€ png/
โ”‚ย ย  โ”œโ”€โ”€ svg/
โ”‚ย ย  โ””โ”€โ”€ test/
โ”œโ”€โ”€ pyproject.toml
โ”œโ”€โ”€ README.md
โ”œโ”€โ”€ requirements.txt
โ”œโ”€โ”€ requirements_dev.txt
โ”œโ”€โ”€ rr_data.xlsx
โ”œโ”€โ”€ rr2graph/
โ”‚ย ย  โ”œโ”€โ”€ cli.py
โ”‚ย ย  โ”œโ”€โ”€ helpers.py
โ”‚ย ย  โ”œโ”€โ”€ io.py
โ”‚ย ย  โ”œโ”€โ”€ layout.py
โ”‚ย ย  โ”œโ”€โ”€ monthly.py
โ”‚ย ย  โ”œโ”€โ”€ orchestrator.py
โ”‚ย ย  โ”œโ”€โ”€ tools/
โ”‚ย ย  โ”‚ย ย  โ””โ”€โ”€ bump_version.py
โ”‚ย ย  โ””โ”€โ”€ plots/
โ”‚ย ย      โ”œโ”€โ”€ box_swarm.py
โ”‚ย ย      โ”œโ”€โ”€ hist.py
โ”‚ย ย      โ”œโ”€โ”€ scatter.py
โ”‚ย ย      โ””โ”€โ”€ violin.py
โ”œโ”€โ”€ test_config.yaml
โ”œโ”€โ”€ test_rr_data.xlsx
โ””โ”€โ”€ tests/
    โ””โ”€โ”€ test_rr2graph.py

๐Ÿงช Run Tests

pipenv run pytest

๐Ÿ›  Troubleshooting

โŒ UnicodeDecodeError in YAML

You likely passed an Excel file as --config.

Correct:

rr2graph -c config.yaml

Incorrect:

rr2graph -c test_rr_data.xlsx

โŒ CLI command not found

Reinstall:

pipenv install -e .

๐Ÿ‘จโ€๐Ÿ’ป Developer Notes

Version bumping is handled via:

make version-patch
make version-minor
make version-major

TestPyPI upload:

make publish-test

Build artifacts:

make build

Manpage installation:

make install-man
make man

๐Ÿ“„ License

MIT (or add your preferred license here)

  • Diese README.md 1:1 ins Repository kopieren
  • Optional: Badges ergรคnzen (PyPI, CI, Coverage)
  • Optional: Englische Manpage ergรคnzen
  • Optional: Developerโ€‘Section erweitern

Wenn du willst, kann ich dir:

  • eine PyPIโ€‘optimierte Version (mit Badges, Short Description, Keywords) erstellen
  • eine GitHubโ€‘optimierte Version (mit Sections fรผr Issues, Contributing, Changelog)
  • eine zweisprachige README (README.md + README.de.md) generieren

Sag einfach Bescheid, wie du weitermachen mรถchtest.

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