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Gilfoyle is a Python-based report generator for data scientists who use Pandas.

Gilfoyle

Gilfoyle is a report generation tool for Python which makes it quick and easy to create stylish looking reports or presentations using data.

Installation

You can install Gilfoyle by entering pip3 install gilfoyle in your terminal.

Usage

Gilfoyle can be used within a regular Python script or from inside a Jupyter notebook. See the example.py file for some working examples.

# Load packages
import pandas as pd
from gilfoyle import report

# Define output filename
pdf = report.Report(output='example.pdf')

# Set report title
pdf.set_title('Monthly ecommerce report')

# Create payload
payload = pdf.get_payload()

# Add a cover slide
payload = pdf.add_page(payload,
                       page_type='cover',
                       page_title='Monthly report',
                       page_subheading='Matt Clarke')

# Fetch your data
df = pd.read_csv('data.csv', 
                 skiprows=1,
                 names=['Period', 'Entrances', 'Sessions', 'Pageviews',
                        'Transactions', 'Conversion Rate', 'AOV']).head(13)

payload = pdf.add_page(payload,
                       page_type='report',
                       page_layout='simple',
                       page_title='Organic search',
                       page_dataframe=df
                       )

# Save to PDF
pdf.create_report(payload, verbose=True, output='pdf')

Dependencies

Gilfoyle is written in Python 3 and uses the Jinja 2 templating engine, the Bulma HTML and CSS framework, and the Weasyprint PDF generator package. Gilfoyle is compatible with Pandas and can automatically turn your dataframes into tables.