Welcome to Temporal Mapper’s documentation!

Temporal Mapper is a library for performing temporal topic modeling which is built using the Density-Based Mapper algorithm.

Usage:

• Installation
• Quickstart
• Understanding Density-Based Mapper
  • Mapper
  • DBMapper
• Parameter Selection for Temporal Mapper
  • Number of Time Slices: n_slices
  • Choice of Open Cover: slice_method
  • Choice of Clustering Algorithm: clusterer
  • Number of Nearest-Neighbours: n_neighbors
  • Temporal Kernel: kernel

Visualizations:

• Temporal Plots
  • Static Temporal Plots
  • Interactive Temporal Plot
• Centroid Datamap
• Interactive Growth Map

Examples:

• Temporal Topic Modelling with Temporal Mapper and Toponymy

Module Reference:

• TemporalMapper API
  • Classes
  • Plotting Functions
  • Temporal Kernels

Indices and tables

• Index

• Module Index

• Search Page