Skip to main content

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

PyPI Version Downloads Python Versions CI Status Coverage License

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”€ examples/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.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

rr2graph-0.1.8.tar.gz (115.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

rr2graph-0.1.8-py3-none-any.whl (109.1 kB view details)

Uploaded Python 3

File details

Details for the file rr2graph-0.1.8.tar.gz.

File metadata

  • Download URL: rr2graph-0.1.8.tar.gz
  • Upload date:
  • Size: 115.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.4

File hashes

Hashes for rr2graph-0.1.8.tar.gz
Algorithm Hash digest
SHA256 c1f50de97e211821b47e276e5795a16783f7d1623881c85becdcdcf86fbf4cbc
MD5 832c42779903f4586b81e44ab4654d0b
BLAKE2b-256 b1d120fb4b92d627f60d0ef32cdc49d6309f4bf0a95ffbf7c48251af186519c1

See more details on using hashes here.

File details

Details for the file rr2graph-0.1.8-py3-none-any.whl.

File metadata

  • Download URL: rr2graph-0.1.8-py3-none-any.whl
  • Upload date:
  • Size: 109.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.4

File hashes

Hashes for rr2graph-0.1.8-py3-none-any.whl
Algorithm Hash digest
SHA256 1515a06e8e9f61551d5fb4fa2e6795d8fbdb38cc11280eb5e1dc478c107b7410
MD5 42de49aab1976dce5580bf7f3e03a228
BLAKE2b-256 64cd05cf82a99aa861a4ca87566aef9828d7327995698af19d5c056f7833bca1

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page