Datavzrd: A low-code interactive reporting tool for tabular datasets

A tool to create visual and interactive HTML reports from collections of CSV/TSV tables. Reports include automatically generated vega-lite histograms per column. Plots can be fully customized by users via a config file. These also allow the user to add linkouts to other websites or link between multiple tables.

Introduction

Tabular datasets, prevalent across diverse scientific fields such as biology, physics, economics, and environmental science, stand as the primary outcomes of scientific investigations. Datavzrd aims to create a solution for reporting this data in a sharable format that is highly customizable and easy to use with simple configuration using the yaml syntax.

Example Report

Explore Datavzrd’s capabilities by checking out an example report online along with its corresponding config file.

• Installation Guide
• Usage
  • Command Line Arguments
• Getting started
  • Setup
    • Run the tutorial via Gitpod
    • Run the tutorial on your own machine
  • Basic usage
    • Step 1: Create a minimal report
    • Step 2: Add a report name and a description
    • Step 3: Add a second dataset
    • Step 4: Specifying a default view
    • Step 5: Link between movies and oscars
    • Step 6: Add Links to external resources
    • Step 7: Add a tick plot
    • Step 8: Adding derived columns and hiding columns
    • Step 9: Adding a custom plot to render cells of a column
    • Step 10: Add a plot view
• Configuration
  • name
  • default-view
  • max-in-memory-rows
  • aux-libraries
  • webview-controls
  • datasets
  • views
  • render-table
  • columns
  • add-columns
  • headers
  • render-plot
  • render-html
  • render-img
  • links
  • custom-plot
  • link-to-url
  • plot
  • ticks
  • heatmap
  • bars
  • color
  • spell
• Wrapper
• Spells
  • p-value
    • Example
    • Authors
  • boolean
    • Example
    • Authors
• Contribution Guide
  • Repository structure