Dr. Dénes Csala

 

The Designer, the Engineer and the Architect:

Finding the perfect blend of text and data 🌟 

31st July 2024

A KAPSARC candidacy submission

Contents

For this task, I have prepared this small website that presents my data storytelling philosophy. Throughout I have reimagined the presentation of some of the datasets found on KAPSARC data portal.

Contents

The submission has 3 parts,
centered around the pillars of
making our visual communication
 

beautiful, scalable and impactful 

1. in Mission, I present my aim, supported by the visualization science

2. in Visualize I present 3 distinct approaches to the redesign task

3. in Automate I explain the code used and show how to make the solution scalable

4. in Reach and Teach I explain how do I use the visualization to create broader impact

Mission

aid decision making by being a leading example for communicating (difficult) energy economics concepts
through data, in a way that is

 

beautiful, scalable and impactful 

Challenge

100+ models spread across domains

1339+ datasets, 1M+ data points

data  lesson in 10 minutes

followed by decision makers

1-2 person core team

beautiful / easy to read | scalable /replicable | impactful

attention poverty

"What information consumes is rather obvious: it consumes the attention of its recipients. Hence, a wealth of information creates a poverty of attention, and a need to allocate that attention efficiently among the overabundance of information sources that might consume it."

Herbert Simon (as quoted by Hal Varian)
Scientific American, 1995

based on the UW CSE442 course and PARC UIR
Portrait of Herbert Simon - Richard Rappaport CC BY 3.0


Mitchell Kapor, freely quoted

information overload

visualisation = understanding

"The ability to take data - to be able to understand it, to process it, to extract value from it, to visualize it, to communicate it - that's going to be a hugely important skill in the next decades, ...because now we really do have essentially free and ubiquitous data."

Hal Varian, Chief Economist, Google
The McKinsey Quarterly, 2009

based on UW CSE442
Hal Varian - Joi Ito CC BY 2.0

Viusalize

information overload

visualization → a language for data

use the entire visualization zoo → but

⭐ bar chart is best chart ⭐

beautiful / easy to read | scalable /replicable | impactful

needs a Designer

use the visual language correctly 🧑‍💻

every dataset is unique 📊

curate / distill what's important💻

chart suitability / design 🍰

data author ignorance 😅

beautiful / easy to read | scalable /replicable | impactful

dashboard with Grafana

interactive with D3.js

similar to current Flourish

Automate

embed needs → CMS → Wordpress

rapid prototyping → Vega-Lite 

custom charts in D3 → iframe

pipeline in python / Jupyter

beautiful / easy to read | scalable /replicable | impactful

needs a Engineer

conform to existing systems 🧑‍💻

every dataset is unique 📊

no way around manual charts 💻

but we automate what we can 🤖

designer stubbornnes 😅

beautiful / easy to read | scalable /replicable | impactful

everything is available on GitHub

using only open source tools:
Grafana/InfluxDB, D3.js, Vizzu, python/Jupyter

Docker containerized: scalable

Reach & Teach

KAPSARC Data Portal

courses in Editing and Dataviz

Data catalog

KAPSARC API

Explore → Create → Share

beautiful / easy to read | scalable /replicable | impactful

needs an Architect

audience from ministers to students 🎩

spoken / printed word too 📚

latest, but traceable data  🏗️

a hub - not a silo 🪢

data + story 🚀

beautiful / easy to read | scalable /replicable | impactful

this presentation is available on GitHub

using only open source tools:
natural, 2D navigation using reveal.js

interactive embeds: impactful

Dr. Dénes Csala

 

The Designer, the Engineer and the Architect:

Finding the perfect blend of text and data 🌟 

31st July 2024

A KAPSARC candidacy submission

Thank you!