├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ ├── new_endpoint.md │ └── question.md ├── dependabot.yml ├── pull_request_template.md └── workflows │ ├── build.yml │ └── deploy.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── CONTRIBUTING.md ├── CONTRIBUTORS.md ├── Dockerfile ├── HISTORY.md ├── LICENSE ├── README.md ├── docker-compose.yml ├── docs ├── _static │ ├── colors.css │ ├── favicon.ico │ ├── pyinaturalist_logo.png │ ├── python-logo-green.png │ └── table.css ├── _templates │ ├── autosummary │ │ └── module.rst_t │ ├── autosummary_core │ │ └── class.rst │ ├── header.html │ ├── localtoc.html │ ├── module.rst_t │ └── package.rst_t ├── automodapi.rst ├── code_of_conduct.md ├── conf.py ├── contributing.md ├── contributors.md ├── endpoints.md ├── examples.md ├── history.md ├── images │ ├── inat-new-application-complete.png │ ├── inat-new-application.png │ ├── inat-observation-identifiers.png │ ├── inat-observation-observers.png │ ├── inat-observation-page-annotated.odg │ ├── inat-observation-page-annotated.png │ ├── inat-observation-page.png │ ├── inat-observation-search-bar.png │ ├── inat-observation-search-filters.png │ ├── inat-observation-species-counts.png │ ├── inat-taxon-autocomplete.png │ ├── inat-taxon-page.png │ ├── inat-user-login.png │ ├── open-in-vscode.svg │ ├── password_manager_keying.png │ ├── pprint_table.png │ ├── pyinaturalist_logo.png │ ├── pyinaturalist_logo.xcf │ ├── pyinaturalist_logo_gh_preview.png │ ├── pyinaturalist_logo_gh_preview.xcf │ ├── pyinaturalist_logo_hex.png │ ├── pyinaturalist_logo_hex.xcf │ ├── pyinaturalist_logo_med.png │ ├── pyinaturalist_logo_stacked.xcf │ ├── pyinaturalist_logo_white.png │ ├── pyinaturalist_logo_white.xcf │ ├── python-logo-green.png │ └── python-logo-green.xcf ├── index.md ├── pyinaturalist.controllers.rst ├── pyinaturalist.models.rst ├── reference.md └── user_guide │ ├── advanced.md │ ├── authentication.md │ ├── client.md │ ├── general.md │ └── index.md ├── examples ├── Data Visualizations - Geospatial Mapping with Folium.ipynb ├── Data Visualizations - Matplotlib.ipynb ├── Data Visualizations - Regional Activity Report.ipynb ├── Data Visualizations - Regional Observation Stats.ipynb ├── Data Visualizations - Seaborn.ipynb ├── README.md ├── Tutorial_1_Observations.ipynb ├── Tutorial_2_Taxa.ipynb ├── Tutorial_3_Data_Visualizations.ipynb ├── __init__.py ├── images │ ├── combined_activity_stats.png │ ├── histogram_by_iconic_taxon.png │ ├── identifiers_by_month.png │ ├── observation_image_grid.png │ ├── observation_map.png │ ├── observations_by_date_and_time.png │ ├── observations_by_month.png │ ├── observations_by_quality_grade.png │ ├── observations_by_year.png │ ├── observers_by_month.png │ ├── taxa_by_month.png │ ├── total_observations_by_iconic_taxon.png │ └── total_taxa_by_iconic_taxon.png ├── observation_photo_metadata.py ├── observations_to_gpx.py ├── observations_to_tsp.py ├── sample_data.py └── sample_data │ ├── fips_to_inat_place_ids.json │ ├── observation_fields.parquet │ ├── observations.gpx │ ├── observations.tsp │ ├── photo_info.html │ └── us_county_fips_codes.csv ├── noxfile.py ├── pyinat └── __init__.py ├── pyinaturalist ├── __init__.py ├── auth.py ├── client.py ├── constants.py ├── controllers │ ├── __init__.py │ ├── annotation_controller.py │ ├── base_controller.py │ ├── identification_controller.py │ ├── observation_controller.py │ ├── place_controller.py │ ├── project_controller.py │ ├── search_controller.py │ ├── taxon_controller.py │ └── user_controller.py ├── converters.py ├── docs │ ├── __init__.py │ ├── docstrings.py │ ├── emoji.py │ ├── model_docs.py │ ├── signatures.py │ └── templates.py ├── exceptions.py ├── formatters.py ├── models │ ├── __init__.py │ ├── base.py │ ├── checklist.py │ ├── conservation_status.py │ ├── controlled_term.py │ ├── identification.py │ ├── lazy_property.py │ ├── media.py │ ├── message.py │ ├── observation.py │ ├── observation_field.py │ ├── place.py │ ├── project.py │ ├── search.py │ ├── taxon.py │ └── user.py ├── node_api.py ├── paginator.py ├── py.typed ├── request_params.py ├── rest_api.py ├── session.py ├── v0 │ ├── __init__.py │ ├── observation_fields.py │ └── observations.py ├── v1 │ ├── __init__.py │ ├── controlled_terms.py │ ├── identifications.py │ ├── messages.py │ ├── observation_fields.py │ ├── observations.py │ ├── places.py │ ├── posts.py │ ├── projects.py │ ├── search.py │ ├── taxa.py │ └── users.py └── v2 │ ├── __init__.py │ └── observations.py ├── pyproject.toml ├── scripts ├── README.md ├── map_fips_codes.py ├── observation_crud_test.py ├── parse_openapi_spec.py └── unique_response_keys.py ├── test ├── __init__.py ├── conftest.py ├── controllers │ ├── test_annotation_controller.py │ ├── test_identification_controller.py │ ├── test_observation_controller.py │ ├── test_place_controller.py │ ├── test_project_controller.py │ ├── test_search_controller.py │ ├── test_taxon_controller.py │ └── test_user_controller.py ├── docs │ ├── test_docstrings.py │ └── test_signatures.py ├── sample_data.py ├── sample_data │ ├── add_project_observation.json │ ├── create_observation_fail.json │ ├── create_observation_result.json │ ├── create_observation_v1.json │ ├── get_access_token.json │ ├── get_access_token_401.json │ ├── get_all_observation_identifiers_ex_results.json │ ├── get_all_observation_observers_ex_results.json │ ├── get_all_observation_species_counts_ex_results.json │ ├── get_all_observation_species_counts_page1.json │ ├── get_all_observation_species_counts_page2.json │ ├── get_controlled_terms.json │ ├── get_controlled_terms_for_taxon.json │ ├── get_identifications.json │ ├── get_identifications.py │ ├── get_identifications_by_id.json │ ├── get_jwt.json │ ├── get_lifelist_metadata.json │ ├── get_messages.json │ ├── get_nonexistent_observation.json │ ├── get_observation.json │ ├── get_observation.py │ ├── get_observation_2.json │ ├── get_observation_fields.py │ ├── get_observation_fields_page1.json │ ├── get_observation_fields_page2.json │ ├── get_observation_histogram_day.json │ ├── get_observation_histogram_day.py │ ├── get_observation_histogram_hour.json │ ├── get_observation_histogram_hour.py │ ├── get_observation_histogram_month.json │ ├── get_observation_histogram_month.py │ ├── get_observation_histogram_month_of_year.json │ ├── get_observation_histogram_month_of_year.py │ ├── get_observation_histogram_week.json │ ├── get_observation_histogram_week.py │ ├── get_observation_histogram_week_of_year.json │ ├── get_observation_histogram_week_of_year.py │ ├── get_observation_identifiers_ex_results.json │ ├── get_observation_identifiers_node_page1.json │ ├── get_observation_identifiers_node_page2.json │ ├── get_observation_observers_ex_results.json │ ├── get_observation_observers_node_page1.json │ ├── get_observation_observers_node_page2.json │ ├── get_observation_popular_field_values.json │ ├── get_observation_popular_field_values.py │ ├── get_observation_species_counts.json │ ├── get_observation_species_counts.py │ ├── get_observation_taxon_summary.py │ ├── get_observation_taxon_summary_conserved.json │ ├── get_observation_taxon_summary_listed.json │ ├── get_observation_taxonomy.json │ ├── get_observation_taxonomy_by_genus.json │ ├── get_observation_with_ofvs.json │ ├── get_observation_with_quality_metrics.json │ ├── get_observation_with_sounds.json │ ├── get_observations.atom │ ├── get_observations.csv │ ├── get_observations.dwc │ ├── get_observations.js │ ├── get_observations.json │ ├── get_observations.kml │ ├── get_observations_by_id.json │ ├── get_observations_by_id.py │ ├── get_observations_node.py │ ├── get_observations_node_page1.json │ ├── get_observations_node_page2.json │ ├── get_observations_v2_full.json │ ├── get_observations_v2_full.py │ ├── get_observations_v2_minimal.json │ ├── get_observations_v2_minimal.py │ ├── get_places_autocomplete.json │ ├── get_places_autocomplete.py │ ├── get_places_by_id.json │ ├── get_places_by_id.py │ ├── get_places_nearby.json │ ├── get_places_nearby.py │ ├── get_posts_login.json │ ├── get_posts_project.json │ ├── get_projects.json │ ├── get_projects.py │ ├── get_projects_by_id.json │ ├── get_projects_by_id.py │ ├── get_projects_obs_fields.json │ ├── get_search.json │ ├── get_search.py │ ├── get_taxa.json │ ├── get_taxa.py │ ├── get_taxa_autocomplete.json │ ├── get_taxa_autocomplete.py │ ├── get_taxa_autocomplete_minified.py │ ├── get_taxa_by_id.json │ ├── get_taxa_by_id.py │ ├── get_taxa_by_id_conservation_statuses.json │ ├── get_taxa_map_layers.json │ ├── get_taxa_with_all_names.json │ ├── get_taxa_with_preferred_place.json │ ├── get_user_by_id.json │ ├── get_user_by_id.py │ ├── get_users_autocomplete.json │ ├── get_users_autocomplete.py │ ├── obs_image.jpg │ ├── obs_sound.wav │ ├── post_observation_photos.json │ ├── post_observation_photos_list.json │ ├── post_observation_sounds.json │ ├── post_observation_sounds_list.json │ ├── post_put_observation_field_value.json │ ├── 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