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User Guide

  • Getting Started
  • Data Ingestion
  • Filtering & Completeness
  • Tessellation
  • Stop Detection
  • Visit Attribution
  • Mobility Metrics
  • Co-location & Contact Networks
  • Aggregation & Debiasing
  • Synthetic Data Generation

Examples

  • Loading Trajectory Data
  • Comparing runtimes of different stop detection algorithms on toy datasets
  • Lachesis Stop Detection
  • TADBSCAN Stop Detection
  • HDBSCAN Stop Detection
  • Grid-Based Stop Detection
  • Synthetic POI Generation
  • Downloading places of interest (POI) Data from OSM
  • Synthetic Trajectory Generation with Nomad
  • Random City Generation

API Reference

  • API Reference
    • agg
    • aggregation
    • city_gen
    • constants
    • contact_estimation
    • displacement
    • filters
    • filters_spark
    • generation
    • home_attribution
    • io
    • map_utils
    • metrics
    • stop_detection
    • traj_gen
    • visit_attribution
NOMAD
  • API Reference
  • View page source

API Reference

  • agg
  • aggregation
  • city_gen
    • City
    • RandomCityGenerator
    • RasterCity
    • Street
    • assign_block_types()
    • assign_door_to_building()
    • find_connected_components()
    • find_intersecting_blocks()
    • generate_canvas_blocks()
    • load()
    • save()
    • verify_street_connectivity()
  • constants
  • contact_estimation
    • overlapping_visits()
    • precision_recall_f1_from_minutes()
  • displacement
    • normalize_od()
    • normalized_moved()
    • normalized_remained()
  • filters
    • completeness()
    • coverage_matrix()
    • downsample()
    • is_within()
    • q_filter()
    • to_projection()
    • to_tessellation()
    • to_timestamp()
    • to_yyyymmdd()
    • to_zoned_datetime()
    • within()
  • filters_spark
  • generation
  • home_attribution
    • compute_candidate_homes()
    • nocturnal_stops()
    • select_home()
  • io
  • map_utils
    • blocks_to_mercator()
    • blocks_to_mercator_gdf()
    • download_osm_buildings()
    • download_osm_streets()
    • get_category_for_subtype()
    • get_category_summary()
    • get_city_boundary_osm()
    • get_subtype_summary()
    • load_geodata()
    • mercator_to_blocks()
    • mercator_to_blocks_gdf()
    • remove_overlaps()
    • rotate()
    • rotate_streets_to_align()
    • save_geodata()
  • metrics
  • stop_detection
  • traj_gen
    • Agent
    • Population
    • allowed_buildings()
    • condense_destinations()
    • generate_ping_times()
    • parse_agent_attr()
    • sample_bursts_gaps()
    • thin_traj_by_times()
  • visit_attribution
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