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2022: VZ100 - Data Visualization
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Course data
Introduction
Announcements
Jupyter Notebooks
Installing the necessary libraries
Supportvectors notebook style
Visualization imports
The importance of data visualization
Bar plots with matplotlib
Bar plots with plotly
Bar plots with altair
Bar plots with seaborn
Reconstructing the two roses with matplotlib
Scatterplot with matplotlib
Scatterplot with seaborn
Scatterplot with plotly
Scatterplot with altair
Wealth and Health of Nations
Kernel density estimators
Line plots with matplotlib
Line plots, area plots and tick plots with altair
Univariate statistics with matplotlib
Map visualization
Network visualization
Session Recordings
VZ-100 Data Visualization with Python (Day 1): Bar plots
VZ-100 Data Visualization with Python (Day 1): Scatter plots
VZ-100 Data Visualization with Python (Weekday session): Density Estimators
VZ-100 Data Visualization with Python (Day 2): Wealth & Health of Nations
VZ-100 Data Visualization with Python (Day 2): Line Plots & Univariate statistics
VZ-100 Data Visualization with Python (Day 2): Density Estimators
VZ-100 Data Visualization with Python (Day 2): Network and Map
VZ-100 Data Visualization with Python (Weekday session): Applications/dashboards with Streamlit
Edward Tufte and his writings
Edward Tufte's website
Visual and statistical thinking: displays of evidence for decisionmaking
Data Visualization Practitioners’ Perspectives on Chartjunk
The Grammar of Graphics
Hadley Wickham: A layered grammar of graphics
Visualization libraries we will use
Matplotlib
Seaborn
Pandas plot
Altair
Manim-GL
Plotly
Bokeh
Florence Nightingale and the two roses
The life of Florence Nightingale
Common plots
Social forum
Websites and Resources
Website: Information is beautiful
Pandas Visualization
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Course info
2022: VZ100 - Data Visualization
Skill Level
:
Beginner
