Visualizations
Video overview
- Visualization tools to …
- Explore individual features
- Histograms
- Plots
- Statistics
- Explore feature relations
- Pairs
- Scatter plot, scatter matrix
- Corrplot
- Groups
- Corrplot + clustering
- Plot (index vs feature statistics)
Art tools
- snippet.python
plt.hist(x)
- snippet.python
df.describe() x.mean() x.var()
Tools for ...
Exploring feature relations
- snippet.python
plt.scatter(x1, x2)
Exploring ...
Conclusion
- Exploring individual features
- Histogram
- Plot(index vs value)
- Statistics
- Explore feature relation
- Pairs
- Scatter plot, scatter matrix
- Corrplot
- Groups
- Corrplot + clustering
- Plot (index vs feature statistics)