Index

A

add_deploy_dict_stats() (PerformanceReport method) (SensorEvaluation method) add_param_attrib() (ReferenceSetup method) (SensorSetup method) AddFigure() (PerformanceReport method) AddMetDistPlot() (PerformanceReport method) AddMetInflPlot() (PerformanceReport method) AddMetricsPlot() (PerformanceReport method) AddMultiScatter() (PerformanceReport method) AddSingleScatterPlot() (PerformanceReport method) AddSlideNumbers() (PerformanceReport method)

AddTimeseriesPlot() (PerformanceReport method) airnowtech_wide_to_long() (in module sensortoolkit.reference._airnowtech_to_long) AirSensor (class in sensortoolkit.testing_attrib_objs._airsensor) apply_downsampling() (in module sensortoolkit.qc._interval_downsampling) apply_strptime() (in module sensortoolkit.ingest._standard_ingest) aqi() (in module sensortoolkit.calculate._aqi) aqs_parameter_code (Parameter attribute) averaging (Parameter attribute) avg_daily_df (SensorEvaluation attribute) avg_hrly_df (SensorEvaluation attribute) avg_stats_df (SensorEvaluation attribute)

C

calculate_metrics() (PerformanceReport method) (SensorEvaluation method) check_type() (in module sensortoolkit.lib_utils._check_type) checkParamUnits() (ReferenceSetup method) (SensorSetup method) CheckTargets() (PerformanceReport method) classifier (Parameter attribute) column_merger() (in module sensortoolkit.datetime_utils._time_averaging) concat_dataset() (in module sensortoolkit.ingest._sensor_import) config() (ReferenceSetup method) (SensorSetup method) construct_deploy_dict() (in module sensortoolkit.deploy._create_deploy_dict)

ConstructTable() (PerformanceReport method) convert_temp() (in module sensortoolkit.calculate._convert_temp) cooks_outlier_detection() (in module sensortoolkit.qc._outlier_detection) copy_datasets() (AirSensor method) (in module sensortoolkit.lib_utils._copy_datasets) copyDataSets() (ReferenceSetup method) (SensorSetup method) create_directories() (AirSensor method) create_sensor_directories() (in module sensortoolkit.lib_utils._sensor_subfolders) CreateReport() (PerformanceReport method) criteria_pollutant (Parameter attribute) cv() (in module sensortoolkit.calculate._cv)

D

daily_df_list (SensorEvaluation attribute) daily_ref_df (SensorEvaluation attribute) dataframe_to_csv() (in module sensortoolkit.calculate._regression_stats) date_range_selector() (in module sensortoolkit.reference._ref_api_query) deploy_bdate (SensorEvaluation attribute) deploy_dict (SensorEvaluation attribute) deploy_edate (SensorEvaluation attribute) deploy_met_stats() (in module sensortoolkit.deploy._create_deploy_dict)

deploy_period_df (SensorEvaluation attribute) deploy_ref_stats() (in module sensortoolkit.deploy._create_deploy_dict) deploy_timestamp_index() (in module sensortoolkit.datetime_utils._timeframe_utils) deployment_period() (in module sensortoolkit.deploy._deployment_period) deployment_timeline() (in module sensortoolkit.plotting._timeseries) dewpoint() (in module sensortoolkit.calculate._dewpoint) displayMethods() (ReferenceSetup method) downsampling_interval() (in module sensortoolkit.qc._interval_downsampling) draw_scatter() (in module sensortoolkit.plotting._scatter)

E

EditErrorTable() (PerformanceReport method) EditHeader() (PerformanceReport method) EditMetCondTable() (PerformanceReport method) EditMetInfTable() (PerformanceReport method) EditRefConcTable() (PerformanceReport method) EditRefTable() (PerformanceReport method) EditSensorRefTable() (PerformanceReport method)

EditSensorSensorTable() (PerformanceReport method) EditSensorTable() (PerformanceReport method) EditSiteTable() (PerformanceReport method) EditTabularStats() (PerformanceReport method) enter_continue() (in module sensortoolkit.lib_utils._input_tools) error_bars() (in module sensortoolkit.plotting._errorbars) exportSetup() (ReferenceSetup method) (SensorSetup method)

F

FigPositions() (PerformanceReport method) figure_path (SensorEvaluation attribute) FigureSearch() (PerformanceReport method) flatten_datasets() (in module sensortoolkit.lib_utils._flatten_datasets) flatten_list() (in module sensortoolkit.lib_utils._flatten_list)

format_baseline (Parameter attribute) format_name (Parameter attribute) format_subscript (Parameter attribute) FormatText() (PerformanceReport method) full_df_list (SensorEvaluation attribute)

G

gas_daily_ref_df (SensorEvaluation attribute) gas_hourly_ref_df (SensorEvaluation attribute) get_all_metrics() (ParameterTargets method) get_colormap_range() (in module sensortoolkit.plotting._plot_formatting) get_max_conc() (in module sensortoolkit.deploy._get_max_conc)

get_method_name() (ReferenceMonitor method) get_metric() (ParameterTargets method) get_timestamp_interval() (in module sensortoolkit.datetime_utils._get_timestamp_interval) get_todays_date() (in module sensortoolkit.datetime_utils._format_date) GetShape() (PerformanceReport method)

H

hourly_df_list (SensorEvaluation attribute)

hourly_ref_df (SensorEvaluation attribute)

I

import_ref_dataframe() (in module sensortoolkit.reference._load_ref_data) individual_corr() (in module sensortoolkit.model._apply_correction) ingest_airnow() (in module sensortoolkit.reference._ref_api_query) ingest_airnowtech() (in module sensortoolkit.reference._import_airnowtech) ingest_aqs() (in module sensortoolkit.reference._ref_api_query)

ingest_wrapper() (in module sensortoolkit.ingest._sensor_import) intersensor_mean() (in module sensortoolkit.calculate._intersensor_mean) interval_averaging() (in module sensortoolkit.datetime_utils._time_averaging) invalidate_period() (in module sensortoolkit.qc._invalidate) is_sdfs() (Parameter method)

J

join_stats() (in module sensortoolkit.calculate._regression_stats)

L

load_data() (AirSensor method) (ReferenceMonitor method) load_ref_dataframes() (in module sensortoolkit.reference._load_ref_data) loadDataFile() (ReferenceSetup method) (SensorSetup method)

loadPreviousSetup() (ReferenceSetup method) (SensorSetup method) localRefDataIngest() (ReferenceSetup method)

M

met_daily_ref_df (SensorEvaluation attribute) met_distrib() (in module sensortoolkit.plotting._distribution) met_hourly_ref_df (SensorEvaluation attribute) met_scatter_lims() (in module sensortoolkit.plotting._plot_formatting) modify_ref_cols() (in module sensortoolkit.reference._ref_api_query) modify_ref_method_str() (in module sensortoolkit.reference._ref_api_query) module sensortoolkit.calculate._aqi sensortoolkit.calculate._convert_temp sensortoolkit.calculate._cv sensortoolkit.calculate._dewpoint sensortoolkit.calculate._intersensor_mean sensortoolkit.calculate._normalize sensortoolkit.calculate._nowcast_pm25 sensortoolkit.calculate._regression_stats sensortoolkit.calculate._rmse sensortoolkit.calculate._uptime sensortoolkit.datetime_utils._format_date sensortoolkit.datetime_utils._get_timestamp_interval sensortoolkit.datetime_utils._set_datetime_index sensortoolkit.datetime_utils._time_averaging sensortoolkit.datetime_utils._timeframe_utils sensortoolkit.deploy._create_deploy_dict sensortoolkit.deploy._deployment_period sensortoolkit.deploy._get_max_conc sensortoolkit.evaluation_objs._performance_report sensortoolkit.evaluation_objs._sensor_eval sensortoolkit.ingest._processed_data_loader sensortoolkit.ingest._sensor_import sensortoolkit.ingest._standard_ingest sensortoolkit.lib_utils._check_type sensortoolkit.lib_utils._copy_datasets sensortoolkit.lib_utils._flatten_datasets sensortoolkit.lib_utils._flatten_list sensortoolkit.lib_utils._input_tools sensortoolkit.lib_utils._sensor_subfolders sensortoolkit.lib_utils._setup sensortoolkit.lib_utils._version sensortoolkit.model._apply_correction sensortoolkit.model._purpleair_uscorrection sensortoolkit.model._sensor_ols sensortoolkit.param._parameter sensortoolkit.param._targets sensortoolkit.plotting._distribution sensortoolkit.plotting._errorbars sensortoolkit.plotting._performance_metrics sensortoolkit.plotting._plot_formatting sensortoolkit.plotting._scatter sensortoolkit.plotting._timeseries sensortoolkit.qc._duplicate_removal sensortoolkit.qc._interval_downsampling sensortoolkit.qc._invalidate sensortoolkit.qc._outlier_detection sensortoolkit.qc._persistent_values sensortoolkit.qc._purpleair_abcleaning sensortoolkit.reference._airnowtech_to_long sensortoolkit.reference._import_airnowtech sensortoolkit.reference._load_ref_data sensortoolkit.reference._ref_api_query sensortoolkit.testing_attrib_objs._airsensor sensortoolkit.testing_attrib_objs._referencemonitor

MoveSlide() (PerformanceReport method)

N

name (Parameter attribute) normalize() (in module sensortoolkit.calculate._normalize)

normalized_met_scatter() (in module sensortoolkit.plotting._scatter) nowcast_pm25() (in module sensortoolkit.calculate._nowcast_pm25)

O

object_grouper() (in module sensortoolkit.datetime_utils._time_averaging)

P

Parameter (class in sensortoolkit.param._parameter) ParameterTargets (class in sensortoolkit.param._targets) parse_sample_data() (in module sensortoolkit.reference._ref_api_query) parse_setup() (in module sensortoolkit.ingest._standard_ingest) parseDataSets() (ReferenceSetup method) (SensorSetup method) path (SensorEvaluation attribute) performance_metrics() (in module sensortoolkit.plotting._performance_metrics) PerformanceReport (class in sensortoolkit.evaluation_objs._performance_report) PerformanceTargets (Parameter attribute) persistent_values() (in module sensortoolkit.qc._persistent_values) plot_met_dist() (PerformanceReport method) (SensorEvaluation method) plot_met_influence() (PerformanceReport method) (SensorEvaluation method) plot_metrics() (PerformanceReport method) (SensorEvaluation method) plot_recording_interval() (in module sensortoolkit.qc._interval_downsampling) plot_sensor_met_scatter() (PerformanceReport method) (SensorEvaluation method)

plot_sensor_scatter() (PerformanceReport method) (SensorEvaluation method) plot_timedelta_quantiles() (in module sensortoolkit.qc._interval_downsampling) plot_timeseries() (PerformanceReport method) (SensorEvaluation method) pm_daily_ref_df (SensorEvaluation attribute) pm_hourly_ref_df (SensorEvaluation attribute) preprocess_airnowtech() (in module sensortoolkit.reference._import_airnowtech) print_eval_conditions() (PerformanceReport method) (SensorEvaluation method) print_eval_metrics() (PerformanceReport method) (SensorEvaluation method) PrintpptxShapes() (PerformanceReport method) printSelectionBanner() (ReferenceSetup method) (SensorSetup method) processAirNowTech() (ReferenceSetup method) processed_data_search() (in module sensortoolkit.ingest._processed_data_loader) purpleair_ab_averages() (in module sensortoolkit.qc._purpleair_abcleaning) purpleair_us_corr() (in module sensortoolkit.model._purpleair_uscorrection)

Q

query_airnow() (in module sensortoolkit.reference._ref_api_query) (ReferenceMonitor method)

query_aqs() (in module sensortoolkit.reference._ref_api_query) (ReferenceMonitor method) query_periods() (in module sensortoolkit.reference._ref_api_query)

R

recording_interval_histogram() (in module sensortoolkit.plotting._distribution) ref_api_query() (in module sensortoolkit.reference._ref_api_query) ref_dict (SensorEvaluation attribute) ref_distrib() (in module sensortoolkit.plotting._distribution) ref_name (SensorEvaluation attribute)

reference_setup() (ReferenceMonitor method) ReferenceMonitor (class in sensortoolkit.testing_attrib_objs._referencemonitor) ReferenceSetup (class in sensortoolkit.lib_utils._setup) regression_stats() (in module sensortoolkit.calculate._regression_stats) remove_duplicates() (in module sensortoolkit.qc._duplicate_removal) rmse() (in module sensortoolkit.calculate._rmse)

S

save_api_dataset() (in module sensortoolkit.reference._ref_api_query) SaveReport() (PerformanceReport method) scatter_plotter() (in module sensortoolkit.plotting._scatter) select_poc() (in module sensortoolkit.reference._ref_api_query) selectDataSets() (ReferenceSetup method) (SensorSetup method) selectDataSource() (ReferenceSetup method) sensor_averaging() (in module sensortoolkit.datetime_utils._time_averaging) sensor_import() (in module sensortoolkit.ingest._sensor_import) sensor_ols() (in module sensortoolkit.model._sensor_ols) sensor_setup() (AirSensor method) sensor_subplot_formatting() (in module sensortoolkit.plotting._plot_formatting) sensor_timedelta() (in module sensortoolkit.qc._interval_downsampling) sensor_timeplot() (in module sensortoolkit.plotting._timeseries) SensorEvaluation (class in sensortoolkit.evaluation_objs._sensor_eval) SensorSetup (class in sensortoolkit.lib_utils._setup) sensortoolkit.calculate._aqi module sensortoolkit.calculate._convert_temp module sensortoolkit.calculate._cv module sensortoolkit.calculate._dewpoint module sensortoolkit.calculate._intersensor_mean module sensortoolkit.calculate._normalize module sensortoolkit.calculate._nowcast_pm25 module sensortoolkit.calculate._regression_stats module sensortoolkit.calculate._rmse module sensortoolkit.calculate._uptime module sensortoolkit.datetime_utils._format_date module sensortoolkit.datetime_utils._get_timestamp_interval module sensortoolkit.datetime_utils._set_datetime_index module sensortoolkit.datetime_utils._time_averaging module sensortoolkit.datetime_utils._timeframe_utils module sensortoolkit.deploy._create_deploy_dict module sensortoolkit.deploy._deployment_period module sensortoolkit.deploy._get_max_conc module sensortoolkit.evaluation_objs._performance_report module sensortoolkit.evaluation_objs._sensor_eval module sensortoolkit.ingest._processed_data_loader module sensortoolkit.ingest._sensor_import module sensortoolkit.ingest._standard_ingest module sensortoolkit.lib_utils._check_type module sensortoolkit.lib_utils._copy_datasets module sensortoolkit.lib_utils._flatten_datasets module sensortoolkit.lib_utils._flatten_list module sensortoolkit.lib_utils._input_tools module sensortoolkit.lib_utils._sensor_subfolders module sensortoolkit.lib_utils._setup module sensortoolkit.lib_utils._version module sensortoolkit.model._apply_correction module

sensortoolkit.model._purpleair_uscorrection module sensortoolkit.model._sensor_ols module sensortoolkit.param._parameter module sensortoolkit.param._targets module sensortoolkit.plotting._distribution module sensortoolkit.plotting._errorbars module sensortoolkit.plotting._performance_metrics module sensortoolkit.plotting._plot_formatting module sensortoolkit.plotting._scatter module sensortoolkit.plotting._timeseries module sensortoolkit.qc._duplicate_removal module sensortoolkit.qc._interval_downsampling module sensortoolkit.qc._invalidate module sensortoolkit.qc._outlier_detection module sensortoolkit.qc._persistent_values module sensortoolkit.qc._purpleair_abcleaning module sensortoolkit.reference._airnowtech_to_long module sensortoolkit.reference._import_airnowtech module sensortoolkit.reference._load_ref_data module sensortoolkit.reference._ref_api_query module sensortoolkit.testing_attrib_objs._airsensor module sensortoolkit.testing_attrib_objs._referencemonitor module serials (SensorEvaluation attribute) set_datetime_index() (in module sensortoolkit.datetime_utils._set_datetime_index) set_fontsize() (in module sensortoolkit.plotting._plot_formatting) set_metric() (ParameterTargets method) set_metric_category() (ParameterTargets method) SetCellBorder() (PerformanceReport method) setColumnHeaders() (ReferenceSetup method) (SensorSetup method) setDataExtension() (ReferenceSetup method) (SensorSetup method) setDataRelPath() (ReferenceSetup method) (SensorSetup method) setDateTimeFormat() (ReferenceSetup method) (SensorSetup method) setHeaderIndex() (ReferenceSetup method) (SensorSetup method) setParamHeaders() (ReferenceSetup method) (SensorSetup method) setParamMetaCols() (ReferenceSetup method) setSerials() (SensorSetup method) setSiteInfo() (ReferenceSetup method) SetSpanningCells() (PerformanceReport method) SetSubscript() (PerformanceReport method) SetSuperscript() (PerformanceReport method) setTimeHeaders() (ReferenceSetup method) (SensorSetup method) setTimeZone() (ReferenceSetup method) (SensorSetup method) sort_airnowtech() (in module sensortoolkit.reference._import_airnowtech) specifyCustomIngest() (ReferenceSetup method) (SensorSetup method) standard_ingest() (in module sensortoolkit.ingest._standard_ingest) stats_df (SensorEvaluation attribute) stats_path (SensorEvaluation attribute) SubElement() (PerformanceReport method) subplot_dims() (in module sensortoolkit.plotting._plot_formatting)

T

timedelta_quantiles() (in module sensortoolkit.qc._interval_downsampling)

timeframe_search() (in module sensortoolkit.datetime_utils._timeframe_utils)

U

units (Parameter attribute) units_aqs_code (Parameter attribute)

units_description (Parameter attribute) uptime() (in module sensortoolkit.calculate._uptime)

V

validate_entry() (in module sensortoolkit.lib_utils._input_tools)

W

wrap_text() (in module sensortoolkit.plotting._plot_formatting)

write_to_file() (in module sensortoolkit.reference._import_airnowtech)