Plotting State of the Union Addresses from 1989-2017¶
A basic example¶
Discovering clusters¶
A 2D Plot¶
Explore mode!¶
Plotting a Pandas Dataframe¶
Chemtrails¶
Create a rotating static plot¶
Animated trajectory plotted with multidimensional scaling¶
Animated plots¶
Precognition¶
Using describe to evaluate the integrity of your visualization¶
Generating a legend¶
Saving a plot¶
Visualizing the digits dataset¶
Visualizing the digits dataset using t-SNE¶
Visualizing the digits dataset using UMAP¶
Saving an animation¶
Analyze data and then plot¶
Discovering clusters using HDBSCAN¶
Aligning matrices to a common space¶
Defining a custom corpus for plotting text¶
Aligning two matrices with the procrustes function¶
Grouping data by category¶
Labeling your datapoints¶
Plotting text¶
Using the cluster function to label clusters¶
A DataGeometry object or “geo”¶
Interpolating missing data with probabalistic PCA¶
Normalizing your features¶
Using the missing_inds function to label interpolated values¶
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