Data Management
Making sense of data
Class ressources
Visualisation principles:
Slides:
html
Graphics grammar:
notebook
Exercise:
notebook
Comparison and correlation :
Slides:
html
Some examples
New York times
visualisations
Financial times
visualisations
https://www.dataviz-inspiration.com/
References
book chapter
on visualisation principles
book chapter
on common plots
Schwabish, Jonathan A. 2014.
“An Economist’s Guide to Visualizing Data.”
Journal of Economic Perspectives, 28 (1): 209-34.
Five Charts You’ve Never Used but Should
, from PolicyViz
https://bxl-malade.medor.coop/
Financial Times Visual Vocabulary of charts
Classification of chart types
and
Common issue in dataviz
Graphs from the Economist data team
For example, a
dashboard
on dog popularity by country!
Visualisation guidelines, applied to the Stata:
medium article
An
interactive article
by Le Pudding on European politics and local adaptation.
Learning objectives:
Choosing the appropriate summary statistics
by type of variable (qualitative vs. quantitative)
by number of variable (univariate vs. bi-variate)
Interprating these statistics
Implementing the computation of summary statistics
Knowing the most frequent types of plot
Identifying strenght & weaknesses of graphical representations
‹ Working with data
Data collection ›
Getting started
Working with data
Making sense of data
Data collection
Machine learning
Natural Language Processing
Miscellanous
Evaluation
Class project
Problem sets