API¶

Our package consists of several different functions/classes to perform various operations on our dataset, including loading the data, plotting the data and analysis the data.

Card Deck¶

bufflib.DeckDP.CardDP()

A card deck for Question 1

Loading Data¶

`bufflib.load_data.Buffalo`(start_pos, ...)	This is a simple class representing a Buffalo
`bufflib.load_data.load_data`(data_set_id)	Loads a specific Buffalo dataset from all of the datasets we collect every year

Clustering Functions¶

`bufflib.cluster.kmeans_cluster`(data[, ...])	Perform KMeans clustering on data and plot the clustered points.
`bufflib.cluster.elbow_method_plot`(data[, ...])	Perform the elbow method and plot the results.

Plotting Functions¶

`bufflib.plotting.plot_xy`(x_values, y_values)	Plot X and Y values.
`bufflib.plotting.kde_plot`(x_data, y_data[, ...])	Create a Kernel Density Estimation (KDE) plot.
`bufflib.plotting.quiver_plot`(x, y, u, v[, ...])	Create a quiver plot to visualize vector fields.