API Reference

Hive Plots

Hive Plots

• High-Level Hive Plot API
  • NodeCollection
    • NodeCollection.check_unique_ids()
    • NodeCollection.copy()
    • NodeCollection.create_partition_variable()
    • NodeCollection.update_node_viz_kwargs()
  • Edges
    • Edges.add_edges()
    • Edges.copy()
    • Edges.data
    • Edges.export_edge_array()
    • Edges.tags
    • Edges.update_edge_viz_kwargs()
  • HivePlot
    • HivePlot.build_axes()
    • HivePlot.build_hive_plot()
    • HivePlot.compute_graph_metrics()
    • HivePlot.connect_adjacent_axes()
    • HivePlot.edge_kwarg_hierarchy
    • HivePlot.plot()
    • HivePlot.rename_edge_kwargs()
    • HivePlot.set_angle_between_repeat_axes()
    • HivePlot.set_axes_order()
    • HivePlot.set_partition()
    • HivePlot.set_repeat_axes()
    • HivePlot.set_rotation()
    • HivePlot.set_viz_backend()
    • HivePlot.to_json()
    • HivePlot.update_axis()
    • HivePlot.update_edge_plotting_keyword_arguments()
    • HivePlot.update_edges()
    • HivePlot.update_node_viz_kwargs()
    • HivePlot.update_partition_data()
    • HivePlot.update_sorting_variables()
  • supported_viz_backends()
  • SUPPORTED_VIZ_BACKENDS
• Hive Plot Matrix
  • Convenience Methods
    • HivePlotMatrix.from_partition()
    • HivePlotMatrix.from_variable_sweep()
    • HivePlotMatrix.from_tags()
  • Generic Constructor
    • HivePlotMatrix
  • Properties
    • HivePlotMatrix.shape
    • HivePlotMatrix.row_labels
    • HivePlotMatrix.col_labels
    • HivePlotMatrix.cell_labels
    • HivePlotMatrix.matrix_type
    • HivePlotMatrix.backend
  • Cell Access & Iteration
    • HivePlotMatrix.__getitem__()
    • HivePlotMatrix.__setitem__()
    • HivePlotMatrix.iter_populated_cells()
  • Bulk Modification
    • HivePlotMatrix.set_viz_backend()
    • HivePlotMatrix.update_all_edge_plotting_keyword_arguments()
    • HivePlotMatrix.compute_graph_metrics()
  • Plotting
    • HivePlotMatrix.plot()
  • Utilities
    • HivePlotMatrix.copy()
  • Constants
    • HPM_SUPPORTED_VIZ_BACKENDS
    • HPM_MATRIX_TYPES
• Low-Level Hive Plot API
  • Node
    • Node.add_data()
  • Axis
    • Axis.add_metadata()
    • Axis.set_node_placements()
    • Axis.set_node_vmin_and_vmax()
    • Axis.set_sorting_variable()
  • BaseHivePlot
    • BaseHivePlot.add_axes()
    • BaseHivePlot.add_edge_curves_between_axes()
    • BaseHivePlot.add_edge_ids()
    • BaseHivePlot.add_edge_kwargs()
    • BaseHivePlot.add_edges()
    • BaseHivePlot.add_nodes()
    • BaseHivePlot.connect_axes()
    • BaseHivePlot.construct_curves()
    • BaseHivePlot.copy()
    • BaseHivePlot.place_nodes_on_axis()
    • BaseHivePlot.reset_edges()
    • BaseHivePlot.to_json()
    • BaseHivePlot.to_networkx()
• Converters
  • NetworkX Conversion
    • Converting from NetworkX to a Hive Plot
    • Converting from a Hive Plot to NetworkX
  • JSON Serialization
  • Low-Level Converters Module Reference
    • networkx_to_nodes_edges()
    • nodes_edges_to_networkx()
• Graph Features
  • Node Metric Table
    • GRAPH_NODE_METRICS
  • Edge Metric Table
    • GRAPH_EDGE_METRICS
  • Node Metrics
    • articulation_points()
    • average_neighbor_degree()
    • betweenness_centrality()
    • closeness_centrality()
    • closeness_vitality()
    • clustering()
    • connected_components()
    • constraint()
    • core_number()
    • degree()
    • degree_centrality()
    • eccentricity()
    • effective_size()
    • eigenvector_centrality()
    • eigenvector_centrality_numpy()
    • greedy_modularity_communities()
    • harmonic_centrality()
    • hits_authorities()
    • hits_hubs()
    • in_degree()
    • in_degree_centrality()
    • isolates()
    • label_propagation_communities()
    • load_centrality()
    • louvain_communities()
    • onion_layers()
    • out_degree()
    • out_degree_centrality()
    • pagerank()
    • reciprocity()
    • square_clustering()
    • strongly_connected_components()
    • topological_generations()
    • triangles()
    • weakly_connected_components()
  • Edge Metrics
    • adamic_adar_index()
    • bridges()
    • common_neighbor_centrality()
    • edge_betweenness_centrality()
    • edge_load_centrality()
    • jaccard_coefficient()
    • preferential_attachment()
    • resource_allocation_index()
  • Graph Features Module Reference
    • compute_graph_metrics()
• Utility Functions
  • Node-Specific
    • dataframe_to_node_list()
    • node_collection_from_node_list()
    • subset_node_collection_by_unique_ids()
    • split_nodes_on_variable()
  • Other
    • bezier()
    • bezier_all()
    • bezier_xy_with_nans()
    • cartesian2polar()
    • polar2cartesian()

Polar Parallel Coordinates Plots

Polar Parallel Coordinates Plots

• P2CP Class
  • P2CP
• Quick P2CPs
  • p2cp_n_axes()
• Utility Functions
  • indices_for_unique_values()
  • split_df_on_variable()

Visualization

Visualization

• Matplotlib
  • axes_viz()
  • edge_viz()
  • hive_plot_viz()
  • label_axes()
  • node_viz()
  • p2cp_legend()
  • p2cp_viz()
• Bokeh
  • axes_viz()
  • edge_viz()
  • hive_plot_viz()
  • label_axes()
  • node_viz()
  • p2cp_legend()
  • p2cp_viz()
• Holoviews
  • axes_viz()
  • edge_viz()
  • hive_plot_viz()
  • label_axes()
  • node_viz()
  • p2cp_legend()
  • p2cp_viz()
• Plotly
  • axes_viz()
  • edge_viz()
  • hive_plot_viz()
  • label_axes()
  • node_viz()
  • p2cp_legend()
  • p2cp_viz()
• Datashader in Matplotlib
  • datashade_edges_mpl()
  • datashade_hive_plot_mpl()
  • datashade_nodes_mpl()
  • edge_viz()
  • hive_plot_viz()
  • node_viz()
• Hive Plot Matrix Visualization
  • hive_plot_matrix_viz()
  • Partition Layout Viz
  • Non-Partition Layout Viz

Example Datasets

Example Datasets

• International Trade Data
  • international_trade_data()
• Toy Hive Plots
  • example_base_hive_plot()
  • example_edge_data()
  • example_edges()
  • example_full_kwargs_hive_plot()
  • example_hive_plot()
  • example_hpm_nodes_and_edges()
  • example_minimal_hive_plot()
  • example_multi_tag_hive_plot()
  • example_node_collection()
  • example_node_data()
  • example_nodes_and_edges()
  • example_trade_nodes_and_edges()
• Toy P2CPs
  • example_p2cp()
  • four_gaussian_blobs_3d()
• Other Resources

Exceptions

Exceptions

• Node Exceptions
• Hive Plot Exceptions