From a3fb718aea1ca9e07ee4d68d31b556c6d3dcff63 Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Wed, 15 Sep 2021 14:28:09 -0400 Subject: [PATCH 1/2] Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes --- Snakefile | 3 +- config.yaml | 5 +- docs/developers/test-cases.md | 2 +- rules/common.smk | 2 +- rules/features.smk | 2 +- rules/preprocessing.smk | 3 +- src/data/process_location_types.R | 5 +- .../phone_locations/barnett/daily_features.py | 43 ++++--- .../doryab/add_doryab_extra_columns.py | 15 +-- .../doryab/doryab_clustering.py | 30 ++--- src/features/phone_locations/doryab/main.py | 93 ++++++++++----- src/features/utils/utils.py | 2 +- .../android/phone_applications_foreground.csv | 6 +- .../mtz_event/android/phone_locations.csv | 6 +- .../ios/phone_applications_foreground.csv | 2 +- .../android/phone_applications_foreground.csv | 106 +++++++++--------- .../mtz_frequency/android/phone_locations.csv | 16 +-- .../ios/phone_applications_foreground.csv | 2 +- .../android/phone_applications_foreground.csv | 46 ++++---- .../mtz_periodic/android/phone_locations.csv | 32 +++--- .../ios/phone_applications_foreground.csv | 2 +- .../android/phone_applications_foreground.csv | 6 +- .../stz_event/android/phone_locations.csv | 6 +- .../ios/phone_applications_foreground.csv | 2 +- .../android/phone_applications_foreground.csv | 106 +++++++++--------- .../stz_frequency/android/phone_locations.csv | 18 +-- .../ios/phone_applications_foreground.csv | 2 +- .../android/phone_applications_foreground.csv | 46 ++++---- .../stz_periodic/android/phone_locations.csv | 32 +++--- .../ios/phone_applications_foreground.csv | 2 +- tests/settings/mtz_event_config.yaml | 5 +- tests/settings/mtz_frequency_config.yaml | 5 +- tests/settings/mtz_periodic_config.yaml | 5 +- tests/settings/stz_event_config.yaml | 5 +- tests/settings/stz_frequency_config.yaml | 5 +- tests/settings/stz_periodic_config.yaml | 5 +- tools/config.schema.yaml | 11 +- 37 files changed, 354 insertions(+), 330 deletions(-) diff --git a/Snakefile b/Snakefile index b49392bb..c4da56a7 100644 --- a/Snakefile +++ b/Snakefile @@ -217,7 +217,8 @@ for provider in config["PHONE_LOCATIONS"]["PROVIDERS"].keys(): if provider == "BARNETT": files_to_compute.extend(expand("data/interim/{pid}/phone_locations_barnett_daily.csv", pid=config["PIDS"])) if provider == "DORYAB": - files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns.csv", pid=config["PIDS"])) + files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns_episodes.csv", pid=config["PIDS"])) + files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns_episodes_resampled_with_datetime.csv", pid=config["PIDS"])) files_to_compute.extend(expand("data/raw/{pid}/phone_locations_raw.csv", pid=config["PIDS"])) files_to_compute.extend(expand("data/interim/{pid}/phone_locations_processed.csv", pid=config["PIDS"])) diff --git a/config.yaml b/config.yaml index c73fd07e..18796fe5 100644 --- a/config.yaml +++ b/config.yaml @@ -241,12 +241,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: ALL_RESAMPLED # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy equal or higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: False FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome", "homelabel"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 100 # meters DBSCAN_MINSAMPLES: 5 THRESHOLD_STATIC : 1 # km/h @@ -262,7 +262,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/docs/developers/test-cases.md b/docs/developers/test-cases.md index 209ab3e8..d9324c78 100644 --- a/docs/developers/test-cases.md +++ b/docs/developers/test-cases.md @@ -18,7 +18,7 @@ The following is a list of the sensors that testing is currently available. | Phone Conversation | RAPIDS | Y | Y | Y | | Phone Data Yield | RAPIDS | Y | Y | Y | | Phone Light | RAPIDS | Y | Y | Y | -| Phone Locations | Doryab | N | N | N | +| Phone Locations | Doryab | Y | Y | Y | | Phone Locations | Barnett | N | N | N | | Phone Messages | RAPIDS | Y | Y | Y | | Phone Screen | RAPIDS | Y | Y | Y | diff --git a/rules/common.smk b/rules/common.smk index f71b32c4..017330c1 100644 --- a/rules/common.smk +++ b/rules/common.smk @@ -23,7 +23,7 @@ def get_barnett_daily(wildcards): def get_locations_python_input(wildcards): if wildcards.provider_key.upper() == "DORYAB": - return "data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns.csv" + return "data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns_episodes_resampled_with_datetime.csv" else: return "data/interim/{pid}/phone_locations_processed_with_datetime.csv" diff --git a/rules/features.smk b/rules/features.smk index 5f806adb..79d1ba13 100644 --- a/rules/features.smk +++ b/rules/features.smk @@ -382,7 +382,7 @@ rule phone_locations_add_doryab_extra_columns: params: provider = config["PHONE_LOCATIONS"]["PROVIDERS"]["DORYAB"] output: - "data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns.csv" + "data/interim/{pid}/phone_locations_processed_with_datetime_with_doryab_columns_episodes.csv" script: "../src/features/phone_locations/doryab/add_doryab_extra_columns.py" diff --git a/rules/preprocessing.smk b/rules/preprocessing.smk index 14d295d1..2f80ab4f 100644 --- a/rules/preprocessing.smk +++ b/rules/preprocessing.smk @@ -98,7 +98,8 @@ rule process_phone_locations_types: params: consecutive_threshold = config["PHONE_LOCATIONS"]["FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD"], time_since_valid_location = config["PHONE_LOCATIONS"]["FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION"], - locations_to_use = config["PHONE_LOCATIONS"]["LOCATIONS_TO_USE"] + locations_to_use = config["PHONE_LOCATIONS"]["LOCATIONS_TO_USE"], + accuracy_limit = config["PHONE_LOCATIONS"]["ACCURACY_LIMIT"] output: "data/interim/{pid}/phone_locations_processed.csv" script: diff --git a/src/data/process_location_types.R b/src/data/process_location_types.R index 8a2d58d5..13b867ce 100644 --- a/src/data/process_location_types.R +++ b/src/data/process_location_types.R @@ -6,9 +6,10 @@ library(tidyr) consecutive_threshold <- snakemake@params[["consecutive_threshold"]] time_since_valid_location <- snakemake@params[["time_since_valid_location"]] locations_to_use <- snakemake@params[["locations_to_use"]] +accuracy_limit <- snakemake@params[["accuracy_limit"]] locations <- read.csv(snakemake@input[["locations"]]) %>% - filter(double_latitude != 0 & double_longitude != 0) %>% + filter(double_latitude != 0 & double_longitude != 0 & accuracy < accuracy_limit) %>% drop_na(double_longitude, double_latitude) %>% group_by(timestamp) %>% # keep only the row with the best accuracy if two or more have the same timestamp filter(accuracy == min(accuracy, na.rm=TRUE)) %>% @@ -63,7 +64,7 @@ if(locations_to_use == "ALL"){ # you can think of consecutive_threshold as the period a location row is valid for mutate(limit = pmin(lead(timestamp, default = 9999999999999) - 1, limit + (1000 * 60 * consecutive_threshold)), n_resample = (limit - timestamp)%/%60001, - n_resample = if_else(n_resample == 0, 1, n_resample)) %>% + n_resample = n_resample + 1) %>% drop_na(double_longitude, double_latitude) %>% uncount(weights = n_resample, .id = "id") %>% mutate(provider = if_else(id > 1, "resampled", provider), diff --git a/src/features/phone_locations/barnett/daily_features.py b/src/features/phone_locations/barnett/daily_features.py index 605d6d51..5c324e7d 100644 --- a/src/features/phone_locations/barnett/daily_features.py +++ b/src/features/phone_locations/barnett/daily_features.py @@ -3,33 +3,28 @@ from statistics import mode import warnings def barnett_daily_features(snakemake): + accuracy_limit = 999999999 # We filter rows based on accuracy in src/data/process_location_types.R script location_data = pd.read_csv(snakemake.input["sensor_data"]) - accuracy_limit = snakemake.params["provider"]["ACCURACY_LIMIT"] - - datetime_start_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 00:00:00" - datetime_end_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 23:59:59" - segment_regex = ".*#{},{}".format(datetime_start_regex, datetime_end_regex) - location_data = location_data[location_data["assigned_segments"].str.match(segment_regex)] - loc_daily_data_len = len(location_data) - - location_data.query("accuracy < @accuracy_limit", inplace=True) - features_to_compute = ["local_date", "hometime", "disttravelled", "rog", "maxdiam", "maxhomedist", "siglocsvisited", "avgflightlen", "stdflightlen", "avgflightdur", "stdflightdur", "probpause", "siglocentropy", "minsmissing", "circdnrtn", "wkenddayrtn", "minutes_data_used"] - - nrows = len(location_data) - if loc_daily_data_len == 0: - warnings.warn("Barnett's location features cannot be computed for data or time segments that do not span one or more entire days (00:00:00 to 23:59:59). This participant does not have location data or it spans less than 24 hours.") - location_features = pd.DataFrame(columns=features_to_compute) - elif nrows == 0: - warnings.warn("Barnett's location features cannot be computed because there are no rows with an accuracy value lower than ACCURACY_LIMIT: {}".format(accuracy_limit)) - location_features = pd.DataFrame(columns=features_to_compute) + + location_features = pd.DataFrame(columns=features_to_compute) + if len(location_data) == 0: + warnings.warn("Barnett's location features cannot be computed because the input data is empty.") else: - location_minutes_used = location_data.groupby(["local_date", "local_hour"])[["local_minute"]].nunique().reset_index().groupby("local_date").sum()[["local_minute"]].rename(columns={"local_minute": "minutes_data_used"}) - timezone = mode(location_data["local_timezone"].values) - location_df = location_data[["timestamp", "double_latitude", "double_longitude", "double_altitude", "accuracy"]] - location_df.rename(columns={"double_latitude": "latitude", "double_longitude": "longitude", "double_altitude": "altitude"}) - output_mobility = run_barnett_features_for_rapids(location_df, accuracy_limit=accuracy_limit, timezone=timezone) #make local_date as the index for the output_mobility dataframe - location_features = output_mobility.merge(location_minutes_used, on="local_date", how="left") + datetime_start_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 00:00:00" + datetime_end_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 23:59:59" + segment_regex = ".*#{},{}".format(datetime_start_regex, datetime_end_regex) + location_data = location_data[location_data["assigned_segments"].str.match(segment_regex)] + + if len(location_data) == 0: + warnings.warn("Barnett's location features cannot be computed for data or time segments that do not span one or more entire days (00:00:00 to 23:59:59).") + else: + location_minutes_used = location_data.groupby(["local_date", "local_hour"])[["local_minute"]].nunique().reset_index().groupby("local_date").sum()[["local_minute"]].rename(columns={"local_minute": "minutes_data_used"}) + timezone = mode(location_data["local_timezone"].values) + location_df = location_data[["timestamp", "double_latitude", "double_longitude", "double_altitude", "accuracy"]] + location_df.rename(columns={"double_latitude": "latitude", "double_longitude": "longitude", "double_altitude": "altitude"}) + output_mobility = run_barnett_features_for_rapids(location_df, accuracy_limit=accuracy_limit, timezone=timezone) #make local_date as the index for the output_mobility dataframe + location_features = output_mobility.merge(location_minutes_used, on="local_date", how="left") location_features.reset_index(inplace=True) location_features.to_csv(snakemake.output[0], index=False) diff --git a/src/features/phone_locations/doryab/add_doryab_extra_columns.py b/src/features/phone_locations/doryab/add_doryab_extra_columns.py index 0fa9a2c8..8b75a25f 100644 --- a/src/features/phone_locations/doryab/add_doryab_extra_columns.py +++ b/src/features/phone_locations/doryab/add_doryab_extra_columns.py @@ -106,7 +106,6 @@ def infer_home_location(location_data, clustering_algorithm, hyperparameters, st location_data = pd.read_csv(snakemake.input["sensor_input"]) provider = snakemake.params["provider"] -accuracy_limit = provider["ACCURACY_LIMIT"] maximum_row_gap = provider["MAXIMUM_ROW_GAP"] dbscan_eps = provider["DBSCAN_EPS"] dbscan_minsamples = provider["DBSCAN_MINSAMPLES"] @@ -116,12 +115,6 @@ cluster_on = provider["CLUSTER_ON"] strategy = provider["INFER_HOME_LOCATION_STRATEGY"] days_threshold = provider["MINIMUM_DAYS_TO_DETECT_HOME_CHANGES"] -rows_before_accuracy_filter = len(location_data) -location_data = location_data[location_data["accuracy"] < accuracy_limit] - -if rows_before_accuracy_filter > 0 and len(location_data) == 0: - warnings.warn("Cannot compute Doryab location features because there are no rows with an accuracy value lower than ACCURACY_LIMIT: {}".format(accuracy_limit)) - if not location_data.timestamp.is_monotonic: location_data.sort_values(by=["timestamp"], inplace=True) @@ -133,8 +126,12 @@ location_data = mark_as_stationary(location_data, threshold_static) hyperparameters = create_clustering_hyperparameters(clustering_algorithm, dbscan_eps, dbscan_minsamples) location_data_with_doryab_columns = infer_home_location(location_data, clustering_algorithm, hyperparameters, strategy, days_threshold) +selected_columns = ["local_timezone", "device_id", "start_timestamp", "end_timestamp", "provider", "double_latitude", "double_longitude", "distance", "speed", "is_stationary", "distance_from_home", "home_label"] if cluster_on == "PARTICIPANT_DATASET": location_data_with_doryab_columns = cluster(location_data_with_doryab_columns, clustering_algorithm, **hyperparameters) + selected_columns.append("cluster_label") -location_data_with_doryab_columns.to_csv(snakemake.output[0], index=False) - +# Prepare for episodes +location_data_with_doryab_columns = location_data_with_doryab_columns.rename(columns={"timestamp": "start_timestamp"}) +location_data_with_doryab_columns["end_timestamp"] = (location_data_with_doryab_columns["start_timestamp"] + location_data_with_doryab_columns["duration_in_seconds"] * 1000 - 1).astype(int) +location_data_with_doryab_columns[selected_columns].to_csv(snakemake.output[0], index=False) diff --git a/src/features/phone_locations/doryab/doryab_clustering.py b/src/features/phone_locations/doryab/doryab_clustering.py index f62f4df8..8e8f0e0a 100644 --- a/src/features/phone_locations/doryab/doryab_clustering.py +++ b/src/features/phone_locations/doryab/doryab_clustering.py @@ -26,14 +26,14 @@ def meters_to_degrees(distance): # Relabel clusters: -1 denotes the outliers (insignificant or rarely visited locations), 1 denotes the most visited significant location, 2 denotes the 2nd most significant location,... def label(location_data): - # Exclude outliers (cluster_label = -1) while counting number of locations in a cluster - label2count = pd.DataFrame({"count": location_data["cluster_label"].replace(-1, np.nan).value_counts(ascending=False, sort=True)}) - # Add the row number as the new cluster label since value_counts() will order it by default - label2count["new_cluster_label"] = np.arange(len(label2count)) + 1 + # Exclude outliers (cluster_label = -1) while calculating the total duration of locations in a cluster + label2duration = location_data[["cluster_label", "duration"]].replace(-1, np.nan).groupby("cluster_label")[["duration"]].sum().sort_values(by=["duration"], ascending=False) + # Add the row number as the new cluster label + label2duration["new_cluster_label"] = np.arange(len(label2duration)) + 1 # Still use -1 to denote the outliers - label2count.loc[-1, "new_cluster_label"] = -1 + label2duration.loc[-1, "new_cluster_label"] = -1 # Merge the new cluster label with the original location data - location_data = location_data.merge(label2count[["new_cluster_label"]], left_on="cluster_label", right_index=True, how="left") + location_data = location_data.merge(label2duration[["new_cluster_label"]], left_on="cluster_label", right_index=True, how="left") del location_data["cluster_label"] location_data.rename(columns={"new_cluster_label": "cluster_label"}, inplace=True) @@ -54,24 +54,28 @@ def cluster(location_data, clustering_algorithm, **kwargs): if location_data.empty: return pd.DataFrame(columns=location_data.columns.tolist() + ["is_stationary", "cluster_label"]) + if "duration" not in location_data.columns: + # Convert second to minute + location_data = location_data.assign(duration=location_data["duration_in_seconds"] / 60) + # Only keep stationary samples for clustering - stationary_data = location_data[location_data["is_stationary"] == 1][["double_latitude", "double_longitude", "is_stationary"]] + stationary_data = location_data[location_data["is_stationary"] == 1][["double_latitude", "double_longitude", "duration"]] # Remove duplicates and apply sample_weight (only available for DBSCAN currently) to reduce memory usage - stationary_data_dedup = stationary_data.groupby(["double_latitude", "double_longitude", "is_stationary"]).size().reset_index() - lat_lon = stationary_data_dedup[["double_latitude", "double_longitude"]].values + stationary_data_dedup = stationary_data.groupby(["double_latitude", "double_longitude"])[["duration"]].sum().reset_index() + lat_lon_dedup = stationary_data_dedup[["double_latitude", "double_longitude"]].values if stationary_data_dedup.shape[0] < kwargs["min_samples"]: cluster_results = np.array([-1] * stationary_data_dedup.shape[0]) - elif clustering_algorithm == "DBSCAN": + elif clustering_algorithm == "DBSCAN": clusterer = DBSCAN(**kwargs) - cluster_results = clusterer.fit_predict(lat_lon, sample_weight=stationary_data_dedup[0]) + cluster_results = clusterer.fit_predict(lat_lon_dedup, sample_weight=stationary_data_dedup["duration"]) else: # OPTICS clusterer = OPTICS(**kwargs) - cluster_results = clusterer.fit_predict(lat_lon) + cluster_results = clusterer.fit_predict(lat_lon_dedup) # Add cluster labels stationary_data_dedup["cluster_label"] = cluster_results - location_data_with_labels = label(location_data.merge(stationary_data_dedup[["double_latitude", "double_longitude", "is_stationary", "cluster_label"]], how="left", on=["double_latitude", "double_longitude", "is_stationary"])) + location_data_with_labels = label(location_data.merge(stationary_data_dedup[["double_latitude", "double_longitude", "cluster_label"]], how="left", on=["double_latitude", "double_longitude"])) return location_data_with_labels diff --git a/src/features/phone_locations/doryab/main.py b/src/features/phone_locations/doryab/main.py index c779279f..6439c25f 100644 --- a/src/features/phone_locations/doryab/main.py +++ b/src/features/phone_locations/doryab/main.py @@ -1,3 +1,4 @@ +from datetime import time import numpy as np import pandas as pd from phone_locations.doryab.doryab_clustering import haversine, create_clustering_hyperparameters, cluster @@ -9,7 +10,7 @@ def apply_cluster_strategy(location_data, time_segment, clustering_algorithm, db hyperparameters = create_clustering_hyperparameters(clustering_algorithm, dbscan_eps, dbscan_minsamples) if cluster_on == "PARTICIPANT_DATASET": - # clusters are created in cluster_accross_participant_dataset.py script + # clusters are created in add_doryab_extra_columns.py script location_data = filter_data_by_segment(location_data, time_segment) elif cluster_on == "TIME_SEGMENT": location_data = filter_data_by_segment(location_data, time_segment) @@ -21,28 +22,59 @@ def apply_cluster_strategy(location_data, time_segment, clustering_algorithm, db location_data_per_group = cluster(instance_data, clustering_algorithm, **hyperparameters) location_data_clusters = pd.concat([location_data_per_group, location_data_clusters]) location_data = location_data_clusters + return location_data +def variance_and_logvariance_features(location_data, location_features): + location_data_grouped = location_data.groupby("local_segment") + location_data["latitude_X_duration"] = location_data["double_latitude"] * location_data["duration"] + location_data["longitude_X_duration"] = location_data["double_longitude"] * location_data["duration"] + + location_data["latitude_wavg"] = location_data_grouped["latitude_X_duration"].transform("sum") / location_data_grouped["duration"].transform("sum") + location_data["longitude_wavg"] = location_data_grouped["longitude_X_duration"].transform("sum") / location_data_grouped["duration"].transform("sum") + + location_data["latitude_for_wvar"] = (location_data["double_latitude"] - location_data["latitude_wavg"]) ** 2 * location_data["duration"] * 60 + location_data["longitude_for_wvar"] = (location_data["double_longitude"] - location_data["longitude_wavg"]) ** 2 * location_data["duration"] * 60 + + location_features["locationvariance"] = ((location_data_grouped["latitude_for_wvar"].sum() + location_data_grouped["longitude_for_wvar"].sum()) / (location_data_grouped["duration"].sum() * 60 - 1)).fillna(0) + location_features["loglocationvariance"] = np.log10(location_features["locationvariance"]).replace(-np.inf, np.nan) + + return location_features + def distance_and_speed_features(moving_data): distance_and_speed = moving_data[["local_segment", "distance"]].groupby(["local_segment"]).sum().rename(columns={"distance": "totaldistance"}) - moving_data_grouped = moving_data[["local_segment", "speed"]].groupby(["local_segment"]) - distance_and_speed["avgspeed"] = moving_data_grouped["speed"].mean() - distance_and_speed["varspeed"] = moving_data_grouped["speed"].var() + moving_data_grouped = moving_data.groupby(["local_segment"]) + + moving_data["speed_X_duration"] = moving_data["speed"] * moving_data["duration"] + distance_and_speed["avgspeed"] = moving_data_grouped["speed_X_duration"].sum() / moving_data_grouped["duration"].sum() + + moving_data["speed_wavg"] = moving_data_grouped["speed_X_duration"].transform("sum") / moving_data_grouped["duration"].transform("sum") + moving_data["speed_for_wvar"] = (moving_data["speed"] - moving_data["speed_wavg"]) ** 2 * moving_data["duration"] * 60 + distance_and_speed["varspeed"] = moving_data_grouped["speed_for_wvar"].sum() / (moving_data_grouped["duration"].sum() * 60 - 1) return distance_and_speed def radius_of_gyration(location_data): + + if location_data.empty: + return np.nan + + # define a lambda function to compute the weighted mean for each cluster + weighted_mean = lambda x: np.average(x, weights=location_data.loc[x.index, "duration"]) # center is the centroid of the places visited during a segment instance, not the home location clusters = location_data.groupby(["local_segment", "cluster_label"]).agg( - double_latitude=("double_latitude", "mean"), - double_longitude=("double_longitude", "mean"), - time_in_a_cluster=("duration_in_seconds", "sum") + double_latitude=("double_latitude", weighted_mean), + double_longitude=("double_longitude", weighted_mean), + time_in_a_cluster=("duration", "sum") ).reset_index() - - clusters[["centroid_double_latitude", "centroid_double_longitude"]] = clusters.groupby(["local_segment"], sort=False)[["double_latitude", "double_longitude"]].transform("mean") + + # redefine the lambda function to compute the weighted mean across clusters + weighted_mean = lambda x: np.average(x, weights=clusters.loc[x.index, "time_in_a_cluster"]) + + clusters[["centroid_double_latitude", "centroid_double_longitude"]] = clusters.groupby(["local_segment"], sort=False)[["double_latitude", "double_longitude"]].transform(weighted_mean) clusters["distance_squared"] = haversine(clusters["double_longitude"], clusters["double_latitude"], clusters["centroid_double_longitude"], clusters["centroid_double_latitude"]) ** 2 clusters["distance_squared_X_time_in_a_cluster"] = clusters["distance_squared"] * clusters["time_in_a_cluster"] @@ -57,24 +89,23 @@ def cluster_stay(x, stay_at_clusters, cluster_n): def stay_at_topn_clusters(location_data): - stay_at_clusters = location_data[["local_segment", "cluster_label", "duration_in_seconds"]].groupby(["local_segment", "cluster_label"], sort=True).sum().reset_index() - stay_at_clusters["duration_in_minutes"] = stay_at_clusters["duration_in_seconds"] / 60 + stay_at_clusters = location_data[["local_segment", "cluster_label", "duration"]].groupby(["local_segment", "cluster_label"], sort=True).sum().reset_index() stay_at_clusters_features = stay_at_clusters.groupby(["local_segment"]).agg( - timeattop1location=("duration_in_minutes", lambda x: cluster_stay(x, stay_at_clusters, 1)), - timeattop2location=("duration_in_minutes", lambda x: cluster_stay(x, stay_at_clusters, 2)), - timeattop3location=("duration_in_minutes", lambda x: cluster_stay(x, stay_at_clusters, 3)), - maxlengthstayatclusters=("duration_in_minutes", "max"), - minlengthstayatclusters=("duration_in_minutes", "min"), - avglengthstayatclusters=("duration_in_minutes", "mean"), - stdlengthstayatclusters=("duration_in_minutes", "std") + timeattop1location=("duration", lambda x: cluster_stay(x, stay_at_clusters, 1)), + timeattop2location=("duration", lambda x: cluster_stay(x, stay_at_clusters, 2)), + timeattop3location=("duration", lambda x: cluster_stay(x, stay_at_clusters, 3)), + maxlengthstayatclusters=("duration", "max"), + minlengthstayatclusters=("duration", "min"), + avglengthstayatclusters=("duration", "mean"), + stdlengthstayatclusters=("duration", "std") ).fillna(0) return stay_at_clusters_features def location_entropy(location_data): - location_data = location_data.groupby(["local_segment", "cluster_label"])[["duration_in_seconds"]].sum().reset_index().rename(columns={"duration_in_seconds": "cluster_duration"}) + location_data = location_data.groupby(["local_segment", "cluster_label"])[["duration"]].sum().reset_index().rename(columns={"duration": "cluster_duration"}) location_data["all_clusters_duration"] = location_data.groupby(["local_segment"])["cluster_duration"].transform("sum") location_data["plogp"] = (location_data["cluster_duration"] / location_data["all_clusters_duration"]).apply(lambda x: x * np.log(x)) @@ -111,18 +142,21 @@ def doryab_features(sensor_data_files, time_segment, provider, filter_data_by_se return pd.DataFrame(columns=["local_segment"] + features_to_compute) location_features = pd.DataFrame() - location_features["minutesdataused"] = location_data.drop_duplicates(subset=["local_segment", "local_date", "local_hour", "local_minute"])[["local_segment", "local_minute"]].groupby(["local_segment"])["local_minute"].count() + # update distance after chunk_episodes() function + location_data["distance"] = location_data["speed"] * (location_data["duration"] / 60) * 1000 # in meters + + location_features["minutesdataused"] = location_data[["local_segment", "duration"]].groupby(["local_segment"])["duration"].sum() # variance features - location_features["locationvariance"] = location_data.groupby(["local_segment"])["double_latitude"].var() + location_data.groupby(["local_segment"])["double_longitude"].var() - location_features["loglocationvariance"] = np.log10(location_features["locationvariance"]).replace(-np.inf, np.nan) + location_features = variance_and_logvariance_features(location_data, location_features) # distance and speed features - moving_data = location_data[location_data["is_stationary"] == 0] + moving_data = location_data[location_data["is_stationary"] == 0].copy() location_features = location_features.merge(distance_and_speed_features(moving_data), how="outer", left_index=True, right_index=True) + location_features[["totaldistance", "avgspeed", "varspeed"]] = location_features[["totaldistance", "avgspeed", "varspeed"]].fillna(0) # stationary features - stationary_data = location_data[location_data["is_stationary"] == 1] + stationary_data = location_data[location_data["is_stationary"] == 1].copy() stationary_data_without_outliers = stationary_data[stationary_data["cluster_label"] != -1] location_features["numberofsignificantplaces"] = stationary_data_without_outliers.groupby(["local_segment"])["cluster_label"].nunique() @@ -134,19 +168,20 @@ def doryab_features(sensor_data_files, time_segment, provider, filter_data_by_se location_features = location_features.merge(stay_at_topn_clusters(stationary_data_without_outliers), how="outer", left_index=True, right_index=True) # moving to static ratio - static_time = stationary_data.groupby(["local_segment"])["duration_in_seconds"].sum() - total_time = location_data.groupby(["local_segment"])["duration_in_seconds"].sum() + static_time = stationary_data.groupby(["local_segment"])["duration"].sum() + total_time = location_data.groupby(["local_segment"])["duration"].sum() location_features["movingtostaticratio"] = static_time / total_time # outliers time percent - outliers_time = stationary_data[stationary_data["cluster_label"] == -1].groupby(["local_segment"])["duration_in_seconds"].sum() - location_features["outlierstimepercent"] = outliers_time / static_time + outliers_time = stationary_data[stationary_data["cluster_label"] == -1].groupby(["local_segment"])["duration"].sum() + location_features["outlierstimepercent"] = (outliers_time / static_time).fillna(0) # entropy features location_features = location_features.merge(location_entropy(stationary_data_without_outliers), how="outer", left_index=True, right_index=True) # time at home - location_features["timeathome"] = stationary_data[stationary_data["distance_from_home"] <= radius_from_home].groupby(["local_segment"])["duration_in_seconds"].sum() / 60 + stationary_data["time_at_home"] = stationary_data.apply(lambda row: row["duration"] if row["distance_from_home"] <= radius_from_home else 0, axis=1) + location_features["timeathome"] = stationary_data[["local_segment", "time_at_home"]].groupby(["local_segment"])["time_at_home"].sum() # home label location_features["homelabel"] = stationary_data[["local_segment", "home_label"]].groupby(["local_segment"]).agg(lambda x: pd.Series.mode(x)[0]) diff --git a/src/features/utils/utils.py b/src/features/utils/utils.py index 9288d1b4..5641785c 100644 --- a/src/features/utils/utils.py +++ b/src/features/utils/utils.py @@ -71,7 +71,7 @@ def chunk_episodes(sensor_episodes): # Merge episodes cols_for_groupby = [col for col in sensor_episodes.columns if col not in ["timestamps_segment", "timestamp", "assigned_segments", "start_datetime", "end_datetime", "start_timestamp", "end_timestamp", "duration", "chunked_start_timestamp", "chunked_end_timestamp"]] - sensor_episodes_grouped = sensor_episodes.groupby(by=cols_for_groupby, sort=False) + sensor_episodes_grouped = sensor_episodes.groupby(by=cols_for_groupby, sort=False, dropna=False) merged_sensor_episodes = sensor_episodes_grouped[["duration"]].sum() merged_sensor_episodes["start_timestamp"] = sensor_episodes_grouped["chunked_start_timestamp"].first() diff --git a/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv index 0e493700..693f9886 100644 --- a/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_event/android/phone_applications_foreground.csv @@ -1,3 +1,3 @@ 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-"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",8,0.3,14.4997666666667,3.57495,28.5996,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,73,2.00118276280107,21,1267,55,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,70,NA,5,NA,NA,NA,0 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",8,0.3,14.4997666666667,3.57495,28.5996,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,133,2.00118276280107,21,1267,115,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,130,NA,5,NA,NA,NA,0 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+"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,73,2.00118276280107,21,1267,55,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,70,NA,5,NA,NA,NA,0,NA,NA,NA,0 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,133,2.00118276280107,21,1267,115,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,130,NA,5,NA,NA,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_event/android/phone_locations.csv b/tests/data/processed/features/mtz_event/android/phone_locations.csv index bb605b77..8fa1ad9f 100644 --- a/tests/data/processed/features/mtz_event/android/phone_locations.csv +++ b/tests/data/processed/features/mtz_event/android/phone_locations.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_loglocationvariance","phone_locations_doryab_totaldistance","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_varspeed","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_locationentropy","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_timeattop2location","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_radiusgyration","phone_locations_doryab_timeattop1location","phone_locations_doryab_timeathome","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_timeattop3location","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_avgspeed","phone_locations_doryab_locationvariance" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",1,3.71826910068082,NA,6,NA,0.346573590279973,0,0.693147180559945,6,6,2,6268829.80206745,6,6,1,0,6,NA,NA,5227.19980200003 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",1,3.71826910068082,NA,6,NA,0.346573590279973,0,0.693147180559945,6,6,2,6268829.80206745,6,6,1,0,6,NA,NA,5227.19980200003 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_radiusgyration","phone_locations_doryab_loglocationvariance","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_timeathome","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_timeattop3location","phone_locations_doryab_timeattop1location","phone_locations_doryab_varspeed","phone_locations_doryab_totaldistance","phone_locations_doryab_locationentropy","phone_locations_doryab_avgspeed","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_locationvariance","phone_locations_doryab_timeattop2location","phone_locations_doryab_stdlengthstayatclusters" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",0.346573590279973,1,5.9999,6268829.80447871,3.69084399356179,2,5.9999,1,5.9999,5.9999,0,0,0,0.693147180559945,0,0,5.9999,4907.31564827534,5.9999,0 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",0.346573590279973,1,5.9999,6268829.80447871,3.69084399356179,2,5.9999,1,5.9999,5.9999,0,0,0,0.693147180559945,0,0,5.9999,4907.31564827534,5.9999,0 diff --git a/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv index e51e6451..6a5238d1 100644 --- a/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_event/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global" diff --git a/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv index 6d4e58fc..4eb3e6ce 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_applications_foreground.csv @@ -1,65 +1,65 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" +"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0001#2020-03-08 00:30:00,2020-03-08 00:59:59","thirtyminutes0001","2020-03-08 00:30:00","2020-03-08 00:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,55,0.693147180559945,2,55,55,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",2,0.683316666666667,2.11665,1.39998333333333,2.79996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,70,73,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,70,NA,1,NA,NA,NA,0 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",2,0.683316666666667,2.11665,1.39998333333333,2.79996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-03-08 01:00:00,2020-03-08 01:29:59","thirtyminutes0002","2020-03-08 01:00:00","2020-03-08 01:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,70,73,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,70,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0003#2020-11-01 01:30:00,2020-11-01 01:59:59","thirtyminutes0003","2020-11-01 01:30:00","2020-11-01 01:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,115,0.693147180559945,2,115,115,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,130,133,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,130,NA,1,NA,NA,NA,0 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,5.5793,5.5793,5.5793,5.5793,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,5.5793,5.5793,5.5793,5.5793,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,4.16016666666667,4.16016666666667,4.16016666666667,4.16016666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,4.16016666666667,4.16016666666667,4.16016666666667,4.16016666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",2,1.02306666666667,24.8265,12.9247833333333,25.8495666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",2,1.02306666666667,24.8265,12.9247833333333,25.8495666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",5,1.66665,8.77628333333333,3.81504666666667,19.0752333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",5,1.66665,8.77628333333333,3.81504666666667,19.0752333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",4,0.166666666666667,7.16655,2.6932375,10.77295,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",4,0.166666666666667,7.16655,2.6932375,10.77295,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 -"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",1,1.34995,1.34995,1.34995,1.34995,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",1,1.34995,1.34995,1.34995,1.34995,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0004#2020-11-01 02:00:00,2020-11-01 02:29:59","thirtyminutes0004","2020-11-01 02:00:00","2020-11-01 02:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,130,133,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,130,NA,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,778,778,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA "thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",3,1.01023333333333,4.81283333333333,2.33671666666667,7.01015,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 -"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",2,0.15,0.2,0.175,0.35,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",3,1.01023333333333,4.81283333333333,2.33671666666667,7.01015,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 -"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",2,0.15,0.2,0.175,0.35,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-03-07 14:30:00,2020-03-07 14:59:59","thirtyminutes0029","2020-03-07 14:30:00","2020-03-07 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0029#2020-10-31 14:30:00,2020-10-31 14:59:59","thirtyminutes0029","2020-10-31 14:30:00","2020-10-31 14:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,888,890,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,890,890,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA "thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0 -"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 +"thirtyminutes0037#2020-03-07 18:30:00,2020-03-07 18:59:59","thirtyminutes0037","2020-03-07 18:30:00","2020-03-07 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0037#2020-10-31 18:30:00,2020-10-31 18:59:59","thirtyminutes0037","2020-10-31 18:30:00","2020-10-31 18:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1133,1136,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1133,1133,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1 "thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 +"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 +"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1267,1.27703425946614,7,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1266,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",4,0.166666666666667,0.666666666666667,0.5,2,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",4,0.166666666666667,0.666666666666667,0.5,2,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_frequency/android/phone_locations.csv b/tests/data/processed/features/mtz_frequency/android/phone_locations.csv index 7f5d20cd..13841dc7 100644 --- a/tests/data/processed/features/mtz_frequency/android/phone_locations.csv +++ b/tests/data/processed/features/mtz_frequency/android/phone_locations.csv @@ -1,8 +1,8 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_locationvariance","phone_locations_doryab_timeattop3location","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_timeattop1location","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_loglocationvariance","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_timeathome","phone_locations_doryab_locationentropy","phone_locations_doryab_radiusgyration","phone_locations_doryab_totaldistance","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_timeattop2location","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_avgspeed","phone_locations_doryab_varspeed","phone_locations_doryab_minlengthstayatclusters" -"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",1.58333332533827e-12,0,6,0,0,6,-11.8004276472878,1,NA,0,0,NA,NA,6,0,1,0,NA,NA,6 -"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",1.58333332533827e-12,0,6,0,0,6,-11.8004276472878,1,NA,0,0,NA,NA,6,0,1,0,NA,NA,6 -"thirtyminutes0021#2020-03-07 10:30:00,2020-03-07 10:59:59","thirtyminutes0021","2020-03-07 10:30:00","2020-03-07 10:59:59",4.99999997475243e-13,3,3,0,0,3,-12.301029997857,1,NA,0,0,NA,NA,0,0,1,0,NA,NA,3 -"thirtyminutes0021#2020-10-31 10:30:00,2020-10-31 10:59:59","thirtyminutes0021","2020-10-31 10:30:00","2020-10-31 10:59:59",4.99999997475243e-13,3,3,0,0,3,-12.301029997857,1,NA,0,0,NA,NA,0,0,1,0,NA,NA,3 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",9.99999994950485e-13,3,3,0,0,3,-12.000000002193,1,NA,0,0,NA,NA,0,0,1,0,NA,NA,3 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",9.99999994950485e-13,3,3,0,0,3,-12.000000002193,1,NA,0,0,NA,NA,0,0,1,0,NA,NA,3 -"thirtyminutes0047#2020-03-07 23:30:00,2020-03-07 23:59:59","thirtyminutes0047","2020-03-07 23:30:00","2020-03-07 23:59:59",3.8799999999484e-11,0,6,0,6,6,-10.4111682744116,1,6,0,0,NA,NA,0,0,1,0,NA,NA,6 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_totaldistance","phone_locations_doryab_avgspeed","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_timeathome","phone_locations_doryab_varspeed","phone_locations_doryab_locationentropy","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_locationvariance","phone_locations_doryab_timeattop2location","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_radiusgyration","phone_locations_doryab_timeattop1location","phone_locations_doryab_timeattop3location","phone_locations_doryab_loglocationvariance" +"thirtyminutes0017#2020-03-08 08:30:00,2020-03-08 08:59:59","thirtyminutes0017","2020-03-08 08:30:00","2020-03-08 08:59:59",5.9999,0,0,0,0,0,1,5.9999,0,0,0,0,8.91364939388538e-13,0,1,5.9999,0,0,5.9999,-12.0499444522888 +"thirtyminutes0017#2020-11-01 08:30:00,2020-11-01 08:59:59","thirtyminutes0017","2020-11-01 08:30:00","2020-11-01 08:59:59",5.9999,0,0,0,0,0,1,5.9999,0,0,0,0,8.91364939388538e-13,0,1,5.9999,0,0,5.9999,-12.0499444522888 +"thirtyminutes0021#2020-03-07 10:30:00,2020-03-07 10:59:59","thirtyminutes0021","2020-03-07 10:30:00","2020-03-07 10:59:59",1.99996666666667,0,0,0,0,0,1,1.99996666666667,0,0,0,0,2.52100874371982e-13,0,1,1.99996666666667,0,1.99996666666667,0,-12.5984256480393 +"thirtyminutes0021#2020-10-31 10:30:00,2020-10-31 10:59:59","thirtyminutes0021","2020-10-31 10:30:00","2020-10-31 10:59:59",1.99996666666667,0,0,0,0,0,1,1.99996666666667,0,0,0,0,2.52100874371982e-13,0,1,1.99996666666667,0,1.99996666666667,0,-12.5984256480393 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",3.99993333333333,0,0,0,0,0,1,3.99993333333333,0,0,0,0,6.90376613695811e-13,0,1,3.99993333333333,0,3.99993333333333,0,-12.1609139286412 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",3.99993333333333,0,0,0,0,0,1,3.99993333333333,0,0,0,0,6.90376613695811e-13,0,1,3.99993333333333,0,3.99993333333333,0,-12.1609139286412 +"thirtyminutes0047#2020-03-07 23:30:00,2020-03-07 23:59:59","thirtyminutes0047","2020-03-07 23:30:00","2020-03-07 23:59:59",5.9999,0,0,0,0,0,1,5.9999,5.9999,0,0,0,3.24233998346206e-11,5.9999,1,5.9999,0,0,0,-10.4891414480933 diff --git a/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv index e51e6451..3549a113 100644 --- a/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_frequency/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" diff --git a/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv b/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv index 842e95b2..042149fa 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_applications_foreground.csv @@ -1,23 +1,23 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",11,0.2,4.44993333333333,1.42574090909091,15.68315,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,0.166666666666667,14.4997666666667,2.72912916666667,21.8330333333333,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1324,1.6987829895138,12,55,55,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1322,0,2 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",11,0.2,4.44993333333333,1.42574090909091,15.68315,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,0.166666666666667,14.4997666666667,2.72912916666667,21.8330333333333,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1324,1.6987829895138,12,115,115,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1322,0,2 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",6,1.05665,243.695966666668,43.6524638888891,261.914783333335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",6,1.05665,243.695966666668,43.6524638888891,261.914783333335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",18,0.3,243.695966666668,20.3518453703705,366.333216666668,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",15,0.3,20.1497,4.89993444444444,73.4990166666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,55,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,0.5,20.1497,5.78158666666667,57.8158666666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1290,1.95663256493768,29,55,55,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1269,0,6 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",16,0.2,243.695966666668,21.5312614583334,344.500183333335,2,0.3,2.49996666666667,1.39998333333333,2.79996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1267,2.37470761689401,74,1258,1267,0,2,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1266,0,13 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",18,0.3,243.695966666668,20.3518453703705,366.333216666668,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",15,0.3,14.4997666666667,4.43883,66.58245,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,115,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",10,0.5,14.4997666666667,5.08993,50.8993,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1290,1.95663256493768,29,115,115,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1269,0,6 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",18,0.3,243.695966666668,20.3518453703705,366.333216666668,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",18,0.3,243.695966666668,20.3518453703705,366.333216666668,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1324,1.6987829895138,12,55,55,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1322,0,2,NA,NA,NA,0 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",14,0.2,4.44993333333333,1.35950833333333,19.0331166666667,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1267,2.03511023912216,26,1267,1267,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1266,0,5,NA,NA,NA,0 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.166666666666667,14.4997666666667,2.53700185185185,22.8330166666667,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1324,1.6987829895138,12,115,115,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1322,0,2,NA,NA,NA,0 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",19,0.2,20.1497,4.09731403508772,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,55,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",11,0.5,20.1497,5.34689545454545,58.81585,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,55,1290,1.95663256493768,29,55,55,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,70,1269,0,6,NA,NA,NA,0 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1250,0,8,NA,NA,NA,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",23,0.0333333333333333,243.695966666668,15.6130340579711,359.099783333335,2,0.3,2.49996666666667,1.39998333333333,2.79996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1267,2.37470761689401,74,1258,1267,0,2,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1266,0,13,NA,NA,NA,0 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",19,0.2,14.4997666666667,3.73328421052632,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,1267,115,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",11,0.5,14.4997666666667,4.71811666666667,51.8992833333333,1,14.4997666666667,14.4997666666667,14.4997666666667,14.4997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,115,1290,1.95663256493768,29,115,115,0,1,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,130,1269,0,6,NA,NA,NA,0 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,55,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",26,0.0333333333333333,243.695966666668,14.6897230769231,381.932800000002,3,0.3,14.4997666666667,5.76657777777778,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,115,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15,NA,NA,NA,0 diff --git a/tests/data/processed/features/mtz_periodic/android/phone_locations.csv b/tests/data/processed/features/mtz_periodic/android/phone_locations.csv index b9bc500c..e4ff21b8 100644 --- a/tests/data/processed/features/mtz_periodic/android/phone_locations.csv +++ b/tests/data/processed/features/mtz_periodic/android/phone_locations.csv @@ -1,16 +1,16 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_locationentropy","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_timeattop1location","phone_locations_doryab_totaldistance","phone_locations_doryab_timeattop3location","phone_locations_doryab_avgspeed","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_radiusgyration","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_timeattop2location","phone_locations_doryab_varspeed","phone_locations_doryab_loglocationvariance","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_timeathome","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_locationvariance" -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",6,0.693147180559945,NA,6,NA,6,NA,1,6416036.08057409,1,0,NA,3.73564149377632,0,6,2,6,6,0.346573590279973,5440.53356226669 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",6,0,NA,0,NA,0,NA,0,0,1,6,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",6,0,NA,0,NA,6,NA,0,0,1,0,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",6,0.693147180559945,NA,6,NA,0,NA,1,6268829.80206745,1,6,NA,3.71826910068082,0,6,2,6,6,0.346573590279973,5227.19980200003 -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",6,0,NA,0,NA,6,NA,0,0,1,0,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",6,0,NA,0,NA,0,NA,0,0,1,6,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",6,0,NA,0,NA,6,NA,0,0,1,0,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",6,0,NA,0,NA,0,NA,0,0,1,6,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",6,1.09861228866811,NA,6,NA,6,NA,2,8014514.68387131,1,6,NA,4.09019524373105,0,6,3,6,6,0.366204096222703,12308.2198130989 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",6,0,NA,0,NA,0,NA,0,0,1,6,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",6,0,NA,0,NA,6,NA,0,0,1,0,NA,-11.8004276472878,0,NA,1,6,6,0,1.58333332533827e-12 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",6,1.09861228866811,NA,6,NA,6,NA,2,8014514.68387131,1,6,NA,4.09019524373105,0,6,3,6,6,0.366204096222703,12308.2198130989 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",6,1.09861228866811,NA,6,NA,6,NA,2,8014514.68387131,1,6,NA,4.09019524373105,0,6,3,6,6,0.366204096222703,12308.2198130989 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",6,0.693147180559945,NA,6,NA,0,NA,1,6268829.80206745,1,6,NA,3.71826910068082,0,6,2,6,6,0.346573590279973,5227.19980200003 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",6,1.09861228866811,NA,6,NA,6,NA,2,8014514.68387131,1,6,NA,4.09019524373105,0,6,3,6,6,0.366204096222703,12308.2198130989 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_timeattop1location","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_loglocationvariance","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_varspeed","phone_locations_doryab_avgspeed","phone_locations_doryab_totaldistance","phone_locations_doryab_locationentropy","phone_locations_doryab_timeattop3location","phone_locations_doryab_timeattop2location","phone_locations_doryab_radiusgyration","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_locationvariance","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_timeathome" +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",5.9999,2,3.70821638665005,1,5.9999,0.346573590279973,0,0,5.9999,0,0,0,0.693147180559945,0,5.9999,6416036.08292984,1,5107.5942179249,5.9999,5.9999 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,5.9999,0,0,1,8.91364939388538e-13,5.9999,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",5.9999,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,0,0,0,1,8.91364939388538e-13,5.9999,0 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0,2,3.69084399356179,1,5.9999,0.346573590279973,0,0,5.9999,0,0,0,0.693147180559945,5.9999,5.9999,6268829.80447871,1,4907.31564827534,5.9999,5.9999 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",5.9999,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,0,0,0,1,8.91364939388538e-13,5.9999,0 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",0,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,5.9999,0,0,1,8.91364939388538e-13,5.9999,0 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",5.9999,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,0,0,0,1,8.91364939388538e-13,5.9999,0 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",0,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,5.9999,0,0,1,8.91364939388538e-13,5.9999,0 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",5.9999,3,4.1253555318677,2,5.9999,0.366204096222703,0,0,5.9999,0,0,0,1.09861228866811,5.9999,5.9999,8014514.68257681,1,13346.1355628909,5.9999,5.9999 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,5.9999,0,0,1,8.91364939388538e-13,5.9999,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",5.9999,1,-12.0499444522888,0,5.9999,0,0,0,5.9999,0,0,0,0,0,0,0,1,8.91364939388538e-13,5.9999,0 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",5.9999,3,4.1253555318677,2,5.9999,0.366204096222703,0,0,5.9999,0,0,0,1.09861228866811,5.9999,5.9999,8014514.68257681,1,13346.1355628909,5.9999,5.9999 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",5.9999,3,4.1253555318677,2,5.9999,0.366204096222703,0,0,5.9999,0,0,0,1.09861228866811,5.9999,5.9999,8014514.68257681,1,13346.1355628909,5.9999,5.9999 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0,2,3.69084399356179,1,5.9999,0.346573590279973,0,0,5.9999,0,0,0,0.693147180559945,5.9999,5.9999,6268829.80447871,1,4907.31564827534,5.9999,5.9999 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",5.9999,3,4.1253555318677,2,5.9999,0.366204096222703,0,0,5.9999,0,0,0,1.09861228866811,5.9999,5.9999,8014514.68257681,1,13346.1355628909,5.9999,5.9999 diff --git a/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv b/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv index e51e6451..96924e63 100644 --- a/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/mtz_periodic/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments" diff --git a/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv index 26f72572..23971d00 100644 --- a/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_event/android/phone_applications_foreground.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",8,0.3,14.4997666666667,3.57495,28.5996,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",8,0.3,14.4997666666667,3.57495,28.5996,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",9,0.3,14.4997666666667,3.47587777777778,31.2829,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,313,2.00118276280107,21,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,310,NA,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_event/android/phone_locations.csv b/tests/data/processed/features/stz_event/android/phone_locations.csv index ab7ad896..9598aeba 100644 --- a/tests/data/processed/features/stz_event/android/phone_locations.csv +++ b/tests/data/processed/features/stz_event/android/phone_locations.csv @@ -1,3 +1,3 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_loglocationvariance","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_avgspeed","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_locationvariance","phone_locations_doryab_varspeed","phone_locations_doryab_timeattop2location","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_timeattop3location","phone_locations_doryab_locationentropy","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_radiusgyration","phone_locations_doryab_timeattop1location","phone_locations_doryab_totaldistance","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_timeathome" -"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",3.71826910068082,2,1,6,NA,NA,6,5227.19980200003,NA,6,0.346573590279973,1,0,0.693147180559945,6,6268829.80206745,6,NA,0,6 -"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",3.71826910068082,2,1,6,NA,NA,6,5227.19980200003,NA,6,0.346573590279973,1,0,0.693147180559945,6,6268829.80206745,6,NA,0,6 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_timeattop1location","phone_locations_doryab_loglocationvariance","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_totaldistance","phone_locations_doryab_timeattop3location","phone_locations_doryab_timeathome","phone_locations_doryab_avgspeed","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_locationentropy","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_timeattop2location","phone_locations_doryab_radiusgyration","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_locationvariance","phone_locations_doryab_varspeed","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_numberofsignificantplaces" +"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",0,3.69084399356179,5.9999,5.9999,0,5.9999,5.9999,0,0.346573590279973,1,0.693147180559945,5.9999,5.9999,6268829.80447871,0,4907.31564827534,0,0,1,2 +"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",0,3.69084399356179,5.9999,5.9999,0,5.9999,5.9999,0,0.346573590279973,1,0.693147180559945,5.9999,5.9999,6268829.80447871,0,4907.31564827534,0,0,1,2 diff --git a/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv index e51e6451..3549a113 100644 --- a/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_event/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube" diff --git a/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv index c7a93673..1508d252 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_applications_foreground.csv @@ -1,65 +1,65 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments" -"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",2,0.683316666666667,2.11665,1.39998333333333,2.79996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",2,0.683316666666667,2.11665,1.39998333333333,2.79996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",1,5.5793,5.5793,5.5793,5.5793,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",1,5.5793,5.5793,5.5793,5.5793,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" +"thirtyminutes0000#2020-03-07 00:00:00,2020-03-07 00:29:59","thirtyminutes0000","2020-03-07 00:00:00","2020-03-07 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 +"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 +"thirtyminutes0000#2020-10-31 00:00:00,2020-10-31 00:29:59","thirtyminutes0000","2020-10-31 00:00:00","2020-10-31 00:29:59",3,0.91665,0.933333333333333,0.922216666666667,2.76665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,19,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,17,0,1,NA,NA,NA,0 +"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",4,0.3,1.19998333333333,0.7041625,2.81665,1,0.3,0.3,0.3,0.3,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,7,1.27703425946614,7,7,7,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,6,0,2,NA,NA,NA,0 +"thirtyminutes0002#2020-03-07 01:00:00,2020-03-07 01:29:59","thirtyminutes0002","2020-03-07 01:00:00","2020-03-07 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0002#2020-10-31 01:00:00,2020-10-31 01:29:59","thirtyminutes0002","2020-10-31 01:00:00","2020-10-31 01:29:59",3,0.2,2.11665,0.999988888888889,2.99996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,77,79,0.950270539233235,5,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-03-06 02:30:00,2020-03-06 02:59:59","thirtyminutes0005","2020-03-06 02:30:00","2020-03-06 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0005#2020-10-30 02:30:00,2020-10-30 02:59:59","thirtyminutes0005","2020-10-30 02:30:00","2020-10-30 02:59:59",3,0.0333333333333333,5.5793,1.9431,5.8293,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,170,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0006#2020-03-09 03:00:00,2020-03-09 03:29:59","thirtyminutes0006","2020-03-09 03:00:00","2020-03-09 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 +"thirtyminutes0006#2020-11-02 03:00:00,2020-11-02 03:29:59","thirtyminutes0006","2020-11-02 03:00:00","2020-11-02 03:29:59",2,0.383333333333333,3.59995,1.99164166666667,3.98328333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,183,0.693147180559945,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,183,0,2,NA,NA,NA,0 "thirtyminutes0009#2020-03-08 04:30:00,2020-03-08 04:59:59","thirtyminutes0009","2020-03-08 04:30:00","2020-03-08 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0009#2020-11-01 04:30:00,2020-11-01 04:59:59","thirtyminutes0009","2020-11-01 04:30:00","2020-11-01 04:59:59",2,0.333333333333333,4.4999,2.41661666666667,4.83323333333333,1,4.4999,4.4999,4.4999,4.4999,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,295,295,0.693147180559945,2,295,295,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",1,4.16016666666667,4.16016666666667,4.16016666666667,4.16016666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",1,4.16016666666667,4.16016666666667,4.16016666666667,4.16016666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",2,1.02306666666667,24.8265,12.9247833333333,25.8495666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",2,1.02306666666667,24.8265,12.9247833333333,25.8495666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",5,1.66665,8.77628333333333,3.81504666666667,19.0752333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",5,1.66665,8.77628333333333,3.81504666666667,19.0752333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",4,0.166666666666667,7.16655,2.6932375,10.77295,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",4,0.166666666666667,7.16655,2.6932375,10.77295,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",3,1.01023333333333,4.81283333333333,2.33671666666667,7.01015,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",3,1.01023333333333,4.81283333333333,2.33671666666667,7.01015,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0010#2020-03-08 05:00:00,2020-03-08 05:29:59","thirtyminutes0010","2020-03-08 05:00:00","2020-03-08 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 +"thirtyminutes0010#2020-11-01 05:00:00,2020-11-01 05:29:59","thirtyminutes0010","2020-11-01 05:00:00","2020-11-01 05:29:59",4,0.5,9.99985,3.74994583333333,14.9997833333333,1,9.99985,9.99985,9.99985,9.99985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,310,313,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,310,310,0,1,NA,NA,NA,0 +"thirtyminutes0011#2020-03-06 05:30:00,2020-03-06 05:59:59","thirtyminutes0011","2020-03-06 05:30:00","2020-03-06 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0011#2020-10-30 05:30:00,2020-10-30 05:59:59","thirtyminutes0011","2020-10-30 05:30:00","2020-10-30 05:59:59",2,2.3333,4.16016666666667,3.24673333333333,6.49346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,353,355,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",3,1.02306666666667,24.8265,9.55995,28.67985,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,24.8265,24.8265,24.8265,24.8265,0,NA,NA,NA,NA,360,365,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,365,365,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0013#2020-03-06 06:30:00,2020-03-06 06:59:59","thirtyminutes0013","2020-03-06 06:30:00","2020-03-06 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0013#2020-10-30 06:30:00,2020-10-30 06:59:59","thirtyminutes0013","2020-10-30 06:30:00","2020-10-30 06:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-03-06 07:00:00,2020-03-06 07:29:59","thirtyminutes0014","2020-03-06 07:00:00","2020-03-06 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0014#2020-10-30 07:00:00,2020-10-30 07:29:59","thirtyminutes0014","2020-10-30 07:00:00","2020-10-30 07:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0016#2020-03-06 08:00:00,2020-03-06 08:29:59","thirtyminutes0016","2020-03-06 08:00:00","2020-03-06 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0016#2020-10-30 08:00:00,2020-10-30 08:29:59","thirtyminutes0016","2020-10-30 08:00:00","2020-10-30 08:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-03-06 08:30:00,2020-03-06 08:59:59","thirtyminutes0017","2020-03-06 08:30:00","2020-03-06 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-10-30 08:30:00,2020-10-30 08:59:59","thirtyminutes0017","2020-10-30 08:30:00","2020-10-30 08:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-06 09:00:00,2020-03-06 09:29:59","thirtyminutes0018","2020-03-06 09:00:00","2020-03-06 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-10-30 09:00:00,2020-10-30 09:29:59","thirtyminutes0018","2020-10-30 09:00:00","2020-10-30 09:29:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,29.9994833333333,29.9994833333333,29.9994833333333,29.9994833333333,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-03-06 10:00:00,2020-03-06 10:29:59","thirtyminutes0020","2020-03-06 10:00:00","2020-03-06 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"thirtyminutes0020#2020-10-30 10:00:00,2020-10-30 10:29:59","thirtyminutes0020","2020-10-30 10:00:00","2020-10-30 10:29:59",6,1.66665,8.77628333333333,3.67919722222222,22.0751833333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,3.93968333333333,3.93968333333333,3.93968333333333,3.93968333333333,0,NA,NA,NA,NA,603,619,1.5498260458782,7,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0 +"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",3,1.00355,4.93326666666667,2.33115555555556,6.99346666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.93326666666667,4.93326666666667,4.93326666666667,4.93326666666667,0,NA,NA,NA,NA,713,718,1.09861228866811,3,NA,NA,NA,0,NA,NA,NA,0,713,713,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 +"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",6,0.166666666666667,7.16655,2.09317777777778,12.5590666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,720,730,1.66746193342929,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,722,722,0,1,NA,NA,NA,0 +"thirtyminutes0029#2020-03-06 14:30:00,2020-03-06 14:59:59","thirtyminutes0029","2020-03-06 14:30:00","2020-03-06 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 +"thirtyminutes0029#2020-10-30 14:30:00,2020-10-30 14:59:59","thirtyminutes0029","2020-10-30 14:30:00","2020-10-30 14:59:59",4,1.01023333333333,4.81283333333333,2.01503333333333,8.06013333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,891,899,1.32966134885476,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,897,899,0,2,NA,NA,NA,0 "thirtyminutes0030#2020-03-06 15:00:00,2020-03-06 15:29:59","thirtyminutes0030","2020-03-06 15:00:00","2020-03-06 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA "thirtyminutes0030#2020-10-30 15:00:00,2020-10-30 15:29:59","thirtyminutes0030","2020-10-30 15:00:00","2020-10-30 15:29:59",1,0.0415,0.0415,0.0415,0.0415,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,1.34995,1.34995,1.34995,1.34995,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,1.34995,1.34995,1.34995,1.34995,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",2,0.466666666666667,1.34995,0.908308333333333,1.81661666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,958,958,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA "thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,0.0166666666666667,0.0166666666666667,0.0166666666666667,0.0166666666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA -"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",2,0.15,0.2,0.175,0.35,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1075,1075,0,1,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 -"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",2,0.15,0.2,0.175,0.35,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-03-07 17:30:00,2020-03-07 17:59:59","thirtyminutes0035","2020-03-07 17:30:00","2020-03-07 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",5,0.716666666666667,3.67685,1.99869,9.99345,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.59996666666667,2.59996666666667,2.59996666666667,2.59996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1070,1076,1.6094379124341,5,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,1075,1075,0,1,NA,NA,NA,0 +"thirtyminutes0035#2020-10-31 17:30:00,2020-10-31 17:59:59","thirtyminutes0035","2020-10-31 17:30:00","2020-10-31 17:59:59",3,0.15,2.6833,1.0111,3.0333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1068,1070,1.03972077083992,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1070,0,1,NA,NA,NA,0 "thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 "thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",3,0.0333333333333333,8.19436666666667,2.81137222222222,8.43411666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1080,1080,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0 -"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1243,1250,0,2,NA,NA,NA,0,1241,1241,0,1,NA,NA,NA,0 +"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 +"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",5,1.56021666666667,11.9164833333333,3.78866333333333,18.9433166666667,1,1.56021666666667,1.56021666666667,1.56021666666667,1.56021666666667,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,2.04996666666667,2.04996666666667,2.04996666666667,2.04996666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1241,1258,1.5498260458782,7,1258,1258,0,1,1241,1241,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1241,1241,0,1,1243,1250,0,2,NA,NA,NA,0 "thirtyminutes0042#2020-03-06 21:00:00,2020-03-06 21:29:59","thirtyminutes0042","2020-03-06 21:00:00","2020-03-06 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-03-09 21:00:00,2020-03-09 21:29:59","thirtyminutes0042","2020-03-09 21:00:00","2020-03-09 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 "thirtyminutes0042#2020-10-30 21:00:00,2020-10-30 21:29:59","thirtyminutes0042","2020-10-30 21:00:00","2020-10-30 21:29:59",2,0.939733333333333,1.02748333333333,0.983608333333333,1.96721666666667,1,0.939733333333333,0.939733333333333,0.939733333333333,0.939733333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1260,1260,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0042#2020-11-02 21:00:00,2020-11-02 21:29:59","thirtyminutes0042","2020-11-02 21:00:00","2020-11-02 21:29:59",5,0.433333333333333,13.2331333333333,4.99992333333333,24.9996166666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1265,1288,1.58902691517397,12,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,1273,1287,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1265,1269,0,2,NA,NA,NA,0 +"thirtyminutes0043#2020-03-07 21:30:00,2020-03-07 21:59:59","thirtyminutes0043","2020-03-07 21:30:00","2020-03-07 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 "thirtyminutes0043#2020-03-09 21:30:00,2020-03-09 21:59:59","thirtyminutes0043","2020-03-09 21:30:00","2020-03-09 21:59:59",2,0.08335,6.91656666666667,3.49995833333333,6.99991666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,1,6.91656666666667,6.91656666666667,6.91656666666667,6.91656666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0043#2020-10-31 21:30:00,2020-10-31 21:59:59","thirtyminutes0043","2020-10-31 21:30:00","2020-10-31 21:59:59",4,0.383333333333333,2.43328333333333,1.3958125,5.58325,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1313,1316,1.38629436111989,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1313,1313,0,1,NA,NA,NA,0 "thirtyminutes0043#2020-11-02 21:30:00,2020-11-02 21:59:59","thirtyminutes0043","2020-11-02 21:30:00","2020-11-02 21:59:59",1,0.08335,0.08335,0.08335,0.08335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,1290,1290,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",4,0.166666666666667,0.666666666666667,0.5,2,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",4,0.166666666666667,0.666666666666667,0.5,2,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 +"thirtyminutes0044#2020-03-08 22:00:00,2020-03-08 22:29:59","thirtyminutes0044","2020-03-08 22:00:00","2020-03-08 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 +"thirtyminutes0044#2020-11-01 22:00:00,2020-11-01 22:29:59","thirtyminutes0044","2020-11-01 22:00:00","2020-11-01 22:29:59",5,0.166666666666667,0.999983333333333,0.599996666666667,2.99998333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1322,1324,1.56071040904141,6,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1322,1322,0,1,NA,NA,NA,0 diff --git a/tests/data/processed/features/stz_frequency/android/phone_locations.csv b/tests/data/processed/features/stz_frequency/android/phone_locations.csv index f50bc3ea..c1ceaccc 100644 --- a/tests/data/processed/features/stz_frequency/android/phone_locations.csv +++ b/tests/data/processed/features/stz_frequency/android/phone_locations.csv @@ -1,9 +1,9 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_timeattop1location","phone_locations_doryab_varspeed","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_locationvariance","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_timeathome","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_loglocationvariance","phone_locations_doryab_totaldistance","phone_locations_doryab_radiusgyration","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_locationentropy","phone_locations_doryab_timeattop2location","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_avgspeed","phone_locations_doryab_timeattop3location" -"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",6,NA,6,0,3.8799999999484e-11,NA,6,6,1,1,-10.4111682744116,NA,0,0,0,0,0,6,NA,0 -"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",6,NA,6,0,3.8799999999484e-11,NA,6,6,1,1,-10.4111682744116,NA,0,0,0,0,0,6,NA,0 -"thirtyminutes0021#2020-03-07 10:30:00,2020-03-07 10:59:59","thirtyminutes0021","2020-03-07 10:30:00","2020-03-07 10:59:59",0,NA,3,0,4.99999997475243e-13,NA,3,NA,1,1,-12.301029997857,NA,0,0,0,0,0,3,NA,3 -"thirtyminutes0021#2020-10-31 10:30:00,2020-10-31 10:59:59","thirtyminutes0021","2020-10-31 10:30:00","2020-10-31 10:59:59",0,NA,3,0,4.99999997475243e-13,NA,3,NA,1,1,-12.301029997857,NA,0,0,0,0,0,3,NA,3 -"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,NA,3,0,9.99999994950485e-13,NA,3,NA,1,1,-12.000000002193,NA,0,0,0,0,0,3,NA,3 -"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,NA,3,0,9.99999994950485e-13,NA,3,NA,1,1,-12.000000002193,NA,0,0,0,0,0,3,NA,3 -"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",0,NA,6,0,1.58333332533827e-12,NA,6,NA,1,1,-11.8004276472878,NA,0,0,0,0,6,6,NA,0 -"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",0,NA,6,0,1.58333332533827e-12,NA,6,NA,1,1,-11.8004276472878,NA,0,0,0,0,6,6,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_totaldistance","phone_locations_doryab_loglocationvariance","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_radiusgyration","phone_locations_doryab_timeathome","phone_locations_doryab_locationentropy","phone_locations_doryab_timeattop1location","phone_locations_doryab_locationvariance","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_avgspeed","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_varspeed","phone_locations_doryab_timeattop2location","phone_locations_doryab_timeattop3location","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_normalizedlocationentropy" +"thirtyminutes0007#2020-03-08 03:30:00,2020-03-08 03:59:59","thirtyminutes0007","2020-03-08 03:30:00","2020-03-08 03:59:59",0,5.9999,0,-10.4891414480933,1,0,5.9999,0,5.9999,0,0,3.24233998346206e-11,1,0,5.9999,0,5.9999,0,0,0 +"thirtyminutes0007#2020-11-01 03:30:00,2020-11-01 03:59:59","thirtyminutes0007","2020-11-01 03:30:00","2020-11-01 03:59:59",0,5.9999,0,-10.4891414480933,1,0,5.9999,0,5.9999,0,0,3.24233998346206e-11,1,0,5.9999,0,5.9999,0,0,0 +"thirtyminutes0021#2020-03-07 10:30:00,2020-03-07 10:59:59","thirtyminutes0021","2020-03-07 10:30:00","2020-03-07 10:59:59",0,1.99996666666667,0,-12.5984256480393,1,0,1.99996666666667,0,0,0,1.99996666666667,2.52100874371982e-13,1,0,1.99996666666667,0,0,0,0,0 +"thirtyminutes0021#2020-10-31 10:30:00,2020-10-31 10:59:59","thirtyminutes0021","2020-10-31 10:30:00","2020-10-31 10:59:59",0,1.99996666666667,0,-12.5984256480393,1,0,1.99996666666667,0,0,0,1.99996666666667,2.52100874371982e-13,1,0,1.99996666666667,0,0,0,0,0 +"thirtyminutes0022#2020-03-07 11:00:00,2020-03-07 11:29:59","thirtyminutes0022","2020-03-07 11:00:00","2020-03-07 11:29:59",0,3.99993333333333,0,-12.1609139286412,1,0,3.99993333333333,0,0,0,3.99993333333333,6.90376613695811e-13,1,0,3.99993333333333,0,0,0,0,0 +"thirtyminutes0022#2020-10-31 11:00:00,2020-10-31 11:29:59","thirtyminutes0022","2020-10-31 11:00:00","2020-10-31 11:29:59",0,3.99993333333333,0,-12.1609139286412,1,0,3.99993333333333,0,0,0,3.99993333333333,6.90376613695811e-13,1,0,3.99993333333333,0,0,0,0,0 +"thirtyminutes0023#2020-03-08 11:30:00,2020-03-08 11:59:59","thirtyminutes0023","2020-03-08 11:30:00","2020-03-08 11:59:59",0,5.9999,0,-12.0499444522888,1,0,5.9999,0,0,0,0,8.91364939388538e-13,1,0,5.9999,0,0,5.9999,0,0 +"thirtyminutes0023#2020-11-01 11:30:00,2020-11-01 11:59:59","thirtyminutes0023","2020-11-01 11:30:00","2020-11-01 11:59:59",0,5.9999,0,-12.0499444522888,1,0,5.9999,0,0,0,0,8.91364939388538e-13,1,0,5.9999,0,0,5.9999,0,0 diff --git a/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv index e51e6451..09845be4 100644 --- a/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_frequency/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropytop1global" diff --git a/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv b/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv index 4aead979..ed0c7737 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_applications_foreground.csv @@ -1,23 +1,23 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android" -"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",6,0.4,4.41658333333333,2.14441666666667,12.8665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",8,0.3,14.4997666666667,3.08121041666667,24.6496833333333,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",6,0.4,4.41658333333333,2.14441666666667,12.8665,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",8,0.3,14.4997666666667,3.08121041666667,24.6496833333333,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",6,1.05665,243.695966666668,43.6524638888891,261.914783333335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",6,1.05665,243.695966666668,43.6524638888891,261.914783333335,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",11,2.79996666666667,243.695966666668,33.3030196969698,366.333216666668,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",9,0.3,20.1497,8.16655740740741,73.4990166666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",9,0.3,20.1497,6.7369462962963,60.6325166666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,5,1269,0,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",10,1.69998333333333,243.695966666668,32.8817033333335,328.817033333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1250,0,8,1070,1241,NA,2,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",10,2.09998333333333,243.695966666668,34.1683533333335,341.683533333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1316,2.38977664853563,67,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1313,0,11,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",11,2.79996666666667,243.695966666668,33.3030196969698,366.333216666668,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,NA,2,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",9,0.3,14.4997666666667,7.39805,66.58245,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,17,1269,0,11,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",9,0.3,14.4997666666667,5.96843888888889,53.71595,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,5,1269,0,8,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,181,1269,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0 -"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",11,2.79996666666667,243.695966666668,33.3030196969698,366.333216666668,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",11,2.79996666666667,243.695966666668,33.3030196969698,366.333216666668,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,608,1322,0,15,1070,1241,0,2,NA,NA,NA,0,NA,NA,NA,0 +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropycom.twitter.android","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_counteventtop1global" +"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8 +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4 +"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 +"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1250,0,8 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",8,0.4,4.41658333333333,2.02705833333333,16.2164666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1316,1.98626651786474,19,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1313,0,3 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",9,0.3,14.4997666666667,2.84996296296296,25.6496666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1324,1.93719979752804,19,7,295,0.693147180559945,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1322,0,4 +"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 +"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 +"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",8,1.05665,243.695966666668,33.4681270833335,267.745016666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,360,718,2.04493117484959,14,NA,NA,NA,0,NA,NA,NA,0,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,608,618,0,2 +"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",12,0.3,20.1497,6.48741388888889,77.8489666666667,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",10,0.3,20.1497,6.16325,61.6325,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8 +"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",6,0.766666666666667,20.1497,5.99713888888889,35.9828333333333,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,1,20.1497,20.1497,20.1497,20.1497,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 +"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",15,0.0333333333333333,243.695966666668,22.6711111111112,340.066666666668,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1260,2.43986052386925,48,1258,1258,0,1,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1250,0,8 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",15,0.0333333333333333,243.695966666668,23.752208888889,356.283133333335,1,2.49996666666667,2.49996666666667,2.49996666666667,2.49996666666667,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1316,2.38977664853563,67,1258,1258,0,1,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1313,0,11 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,NA,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,NA,2,NA,NA,NA,0,608,1322,0,15 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",12,0.3,14.4997666666667,5.91103333333333,70.9324,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,17,1290,2.15824287291606,55,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,17,1269,0,11 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",10,0.3,14.4997666666667,5.47159333333333,54.7159333333333,2,0.3,14.4997666666667,7.39988333333333,14.7997666666667,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,5,1290,2.02356136460239,36,7,295,0.693147180559945,2,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,5,1269,0,8 +"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",6,0.766666666666667,13.2331333333333,4.84437777777778,29.0662666666667,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,1,13.2331333333333,13.2331333333333,13.2331333333333,13.2331333333333,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,181,1290,1.74232658886074,17,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,1273,1290,0,4,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,181,1269,0,4 +"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",17,0.0333333333333333,243.695966666668,22.4666352941177,381.932800000001,2,2.79996666666667,14.4997666666667,8.64986666666666,17.2997333333333,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,0,NA,NA,NA,NA,0,NA,NA,NA,NA,0,NA,NA,NA,NA,1,4.64993333333333,4.64993333333333,4.64993333333333,4.64993333333333,0,NA,NA,NA,NA,1,243.695966666668,243.695966666668,243.695966666668,243.695966666668,170,1324,2.40472610110581,86,1258,295,0.636514168294813,3,1070,1241,0,2,365,713,0,2,NA,NA,NA,0,NA,NA,NA,0,NA,NA,NA,0,1070,1241,0,2,NA,NA,NA,0,608,1322,0,15 diff --git a/tests/data/processed/features/stz_periodic/android/phone_locations.csv b/tests/data/processed/features/stz_periodic/android/phone_locations.csv index 01fa3189..a2b4b756 100644 --- a/tests/data/processed/features/stz_periodic/android/phone_locations.csv +++ b/tests/data/processed/features/stz_periodic/android/phone_locations.csv @@ -1,16 +1,16 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_timeathome","phone_locations_doryab_radiusgyration","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_locationvariance","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_timeattop2location","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_totaldistance","phone_locations_doryab_varspeed","phone_locations_doryab_timeattop3location","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_locationentropy","phone_locations_doryab_loglocationvariance","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_timeattop1location","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_avgspeed" -"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",0,NA,0,NA,1.58333332533827e-12,0,0,0,NA,NA,6,6,1,1,0,-11.8004276472878,6,0,6,NA -"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",0,6,6268829.80206745,NA,5227.19980200003,0.346573590279973,6,1,NA,NA,0,6,1,2,0.693147180559945,3.71826910068082,6,6,6,NA -"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",0,NA,0,NA,1.58333332533827e-12,0,0,0,NA,NA,6,6,1,1,0,-11.8004276472878,6,0,6,NA -"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",0,6,6268829.80206745,NA,5227.19980200003,0.346573590279973,6,1,NA,NA,0,6,1,2,0.693147180559945,3.71826910068082,6,6,6,NA -"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",0,NA,0,NA,1.58333332533827e-12,0,0,0,NA,NA,6,6,1,1,0,-11.8004276472878,6,0,6,NA -"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",0,NA,0,NA,1.58333332533827e-12,0,6,0,NA,NA,0,6,1,1,0,-11.8004276472878,6,0,6,NA -"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",0,NA,0,NA,1.58333332533827e-12,0,0,0,NA,NA,6,6,1,1,0,-11.8004276472878,6,0,6,NA -"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",0,NA,0,NA,1.58333332533827e-12,0,6,0,NA,NA,0,6,1,1,0,-11.8004276472878,6,0,6,NA -"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",0,6,8014514.68387131,NA,12308.2198130989,0.366204096222703,6,2,NA,NA,6,6,1,3,1.09861228866811,4.09019524373105,6,6,6,NA -"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",0,6,6268829.80206745,NA,5227.19980200003,0.346573590279973,6,1,NA,NA,0,6,1,2,0.693147180559945,3.71826910068082,6,6,6,NA -"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",0,NA,0,NA,1.58333332533827e-12,0,0,0,NA,NA,6,6,1,1,0,-11.8004276472878,6,0,6,NA -"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",0,6,8014514.68387131,NA,12308.2198130989,0.366204096222703,6,2,NA,NA,6,6,1,3,1.09861228866811,4.09019524373105,6,6,6,NA -"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",0,6,8014514.68387131,NA,12308.2198130989,0.366204096222703,6,2,NA,NA,6,6,1,3,1.09861228866811,4.09019524373105,6,6,6,NA -"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",0,6,6268829.80206745,NA,5227.19980200003,0.346573590279973,6,1,NA,NA,0,6,1,2,0.693147180559945,3.71826910068082,6,6,6,NA -"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",0,6,8014514.68387131,NA,12308.2198130989,0.366204096222703,6,2,NA,NA,6,6,1,3,1.09861228866811,4.09019524373105,6,6,6,NA +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_locations_doryab_avglengthstayatclusters","phone_locations_doryab_numberlocationtransitions","phone_locations_doryab_stdlengthstayatclusters","phone_locations_doryab_radiusgyration","phone_locations_doryab_minlengthstayatclusters","phone_locations_doryab_locationvariance","phone_locations_doryab_avgspeed","phone_locations_doryab_locationentropy","phone_locations_doryab_timeattop2location","phone_locations_doryab_normalizedlocationentropy","phone_locations_doryab_numberofsignificantplaces","phone_locations_doryab_timeattop3location","phone_locations_doryab_outlierstimepercent","phone_locations_doryab_maxlengthstayatclusters","phone_locations_doryab_timeathome","phone_locations_doryab_totaldistance","phone_locations_doryab_movingtostaticratio","phone_locations_doryab_timeattop1location","phone_locations_doryab_loglocationvariance","phone_locations_doryab_varspeed" +"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,0,0,5.9999,0,0,1,5.9999,-12.0499444522888,0 +"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",5.9999,1,0,6268829.80447871,5.9999,4907.31564827534,0,0.693147180559945,5.9999,0.346573590279973,2,5.9999,0,5.9999,5.9999,0,1,0,3.69084399356179,0 +"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,0,0,5.9999,0,0,1,5.9999,-12.0499444522888,0 +"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",5.9999,1,0,6268829.80447871,5.9999,4907.31564827534,0,0.693147180559945,5.9999,0.346573590279973,2,5.9999,0,5.9999,5.9999,0,1,0,3.69084399356179,0 +"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,0,0,5.9999,0,0,1,5.9999,-12.0499444522888,0 +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,5.9999,0,5.9999,0,0,1,0,-12.0499444522888,0 +"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,0,0,5.9999,0,0,1,5.9999,-12.0499444522888,0 +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,5.9999,0,5.9999,0,0,1,0,-12.0499444522888,0 +"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",5.9999,2,0,8014514.68257681,5.9999,13346.1355628909,0,1.09861228866811,5.9999,0.366204096222703,3,5.9999,0,5.9999,5.9999,0,1,5.9999,4.1253555318677,0 +"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",5.9999,1,0,6268829.80447871,5.9999,4907.31564827534,0,0.693147180559945,5.9999,0.346573590279973,2,5.9999,0,5.9999,5.9999,0,1,0,3.69084399356179,0 +"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",5.9999,0,0,0,5.9999,8.91364939388538e-13,0,0,0,0,1,0,0,5.9999,0,0,1,5.9999,-12.0499444522888,0 +"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",5.9999,2,0,8014514.68257681,5.9999,13346.1355628909,0,1.09861228866811,5.9999,0.366204096222703,3,5.9999,0,5.9999,5.9999,0,1,5.9999,4.1253555318677,0 +"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",5.9999,2,0,8014514.68257681,5.9999,13346.1355628909,0,1.09861228866811,5.9999,0.366204096222703,3,5.9999,0,5.9999,5.9999,0,1,5.9999,4.1253555318677,0 +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",5.9999,1,0,6268829.80447871,5.9999,4907.31564827534,0,0.693147180559945,5.9999,0.346573590279973,2,5.9999,0,5.9999,5.9999,0,1,0,3.69084399356179,0 +"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",5.9999,2,0,8014514.68257681,5.9999,13346.1355628909,0,1.09861228866811,5.9999,0.366204096222703,3,5.9999,0,5.9999,5.9999,0,1,5.9999,4.1253555318677,0 diff --git a/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv b/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv index e51e6451..d0ad5835 100644 --- a/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv +++ b/tests/data/processed/features/stz_periodic/ios/phone_applications_foreground.csv @@ -1 +1 @@ -"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusetop1global","phone_applications_foreground_rapids_timeoflastusecom.facebook.moments","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_applications_foreground_rapids_timeoflastusecom.twitter.android","phone_applications_foreground_rapids_frequencyentropyemail","phone_applications_foreground_rapids_frequencyentropyall","phone_applications_foreground_rapids_frequencyentropysocial_media","phone_applications_foreground_rapids_frequencyentropydating","phone_applications_foreground_rapids_frequencyentropysocial","phone_applications_foreground_rapids_frequencyentropyentertainment","phone_applications_foreground_rapids_frequencyentropytop1global","phone_applications_foreground_rapids_frequencyentropycom.facebook.moments","phone_applications_foreground_rapids_frequencyentropycom.google.android.youtube","phone_applications_foreground_rapids_frequencyentropycom.twitter.android" +"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_applications_foreground_rapids_countepisodeall","phone_applications_foreground_rapids_countepisodeemail","phone_applications_foreground_rapids_countepisodesocial_media","phone_applications_foreground_rapids_countepisodedating","phone_applications_foreground_rapids_countepisodesocial","phone_applications_foreground_rapids_countepisodeentertainment","phone_applications_foreground_rapids_countepisodecom.google.android.youtube","phone_applications_foreground_rapids_countepisodetop1global","phone_applications_foreground_rapids_countepisodecom.facebook.moments","phone_applications_foreground_rapids_countepisodecom.twitter.android","phone_applications_foreground_rapids_mindurationall","phone_applications_foreground_rapids_mindurationemail","phone_applications_foreground_rapids_mindurationsocial_media","phone_applications_foreground_rapids_mindurationdating","phone_applications_foreground_rapids_mindurationsocial","phone_applications_foreground_rapids_mindurationentertainment","phone_applications_foreground_rapids_mindurationcom.google.android.youtube","phone_applications_foreground_rapids_mindurationtop1global","phone_applications_foreground_rapids_mindurationcom.facebook.moments","phone_applications_foreground_rapids_mindurationcom.twitter.android","phone_applications_foreground_rapids_maxdurationall","phone_applications_foreground_rapids_maxdurationemail","phone_applications_foreground_rapids_maxdurationsocial_media","phone_applications_foreground_rapids_maxdurationdating","phone_applications_foreground_rapids_maxdurationsocial","phone_applications_foreground_rapids_maxdurationentertainment","phone_applications_foreground_rapids_maxdurationcom.google.android.youtube","phone_applications_foreground_rapids_maxdurationtop1global","phone_applications_foreground_rapids_maxdurationcom.facebook.moments","phone_applications_foreground_rapids_maxdurationcom.twitter.android","phone_applications_foreground_rapids_meandurationall","phone_applications_foreground_rapids_meandurationemail","phone_applications_foreground_rapids_meandurationsocial_media","phone_applications_foreground_rapids_meandurationdating","phone_applications_foreground_rapids_meandurationsocial","phone_applications_foreground_rapids_meandurationentertainment","phone_applications_foreground_rapids_meandurationcom.google.android.youtube","phone_applications_foreground_rapids_meandurationtop1global","phone_applications_foreground_rapids_meandurationcom.facebook.moments","phone_applications_foreground_rapids_meandurationcom.twitter.android","phone_applications_foreground_rapids_sumdurationall","phone_applications_foreground_rapids_sumdurationemail","phone_applications_foreground_rapids_sumdurationsocial_media","phone_applications_foreground_rapids_sumdurationdating","phone_applications_foreground_rapids_sumdurationsocial","phone_applications_foreground_rapids_sumdurationentertainment","phone_applications_foreground_rapids_sumdurationcom.google.android.youtube","phone_applications_foreground_rapids_sumdurationtop1global","phone_applications_foreground_rapids_sumdurationcom.facebook.moments","phone_applications_foreground_rapids_sumdurationcom.twitter.android","phone_applications_foreground_rapids_counteventall","phone_applications_foreground_rapids_counteventemail","phone_applications_foreground_rapids_counteventsocial_media","phone_applications_foreground_rapids_counteventdating","phone_applications_foreground_rapids_counteventsocial","phone_applications_foreground_rapids_countevententertainment","phone_applications_foreground_rapids_counteventcom.google.android.youtube","phone_applications_foreground_rapids_counteventtop1global","phone_applications_foreground_rapids_counteventcom.facebook.moments","phone_applications_foreground_rapids_counteventcom.twitter.android","phone_applications_foreground_rapids_timeoffirstuseall","phone_applications_foreground_rapids_timeoffirstuseemail","phone_applications_foreground_rapids_timeoffirstusesocial_media","phone_applications_foreground_rapids_timeoffirstusedating","phone_applications_foreground_rapids_timeoffirstusesocial","phone_applications_foreground_rapids_timeoffirstuseentertainment","phone_applications_foreground_rapids_timeoffirstusecom.google.android.youtube","phone_applications_foreground_rapids_timeoffirstusetop1global","phone_applications_foreground_rapids_timeoffirstusecom.facebook.moments","phone_applications_foreground_rapids_timeoffirstusecom.twitter.android","phone_applications_foreground_rapids_timeoflastuseall","phone_applications_foreground_rapids_timeoflastuseemail","phone_applications_foreground_rapids_timeoflastusesocial_media","phone_applications_foreground_rapids_timeoflastusedating","phone_applications_foreground_rapids_timeoflastusesocial","phone_applications_foreground_rapids_timeoflastuseentertainment","phone_applications_foreground_rapids_timeoflastusecom.google.android.youtube","phone_ap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diff --git a/tests/settings/mtz_event_config.yaml b/tests/settings/mtz_event_config.yaml index b4ca0617..65b9b50d 100644 --- a/tests/settings/mtz_event_config.yaml +++ b/tests/settings/mtz_event_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tests/settings/mtz_frequency_config.yaml b/tests/settings/mtz_frequency_config.yaml index e549ce4e..d035f204 100644 --- a/tests/settings/mtz_frequency_config.yaml +++ b/tests/settings/mtz_frequency_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tests/settings/mtz_periodic_config.yaml b/tests/settings/mtz_periodic_config.yaml index 084827e6..536ffd64 100644 --- a/tests/settings/mtz_periodic_config.yaml +++ b/tests/settings/mtz_periodic_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tests/settings/stz_event_config.yaml b/tests/settings/stz_event_config.yaml index 915e0fa5..a649874e 100644 --- a/tests/settings/stz_event_config.yaml +++ b/tests/settings/stz_event_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tests/settings/stz_frequency_config.yaml b/tests/settings/stz_frequency_config.yaml index 0a44d252..70c8eb0c 100644 --- a/tests/settings/stz_frequency_config.yaml +++ b/tests/settings/stz_frequency_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tests/settings/stz_periodic_config.yaml b/tests/settings/stz_periodic_config.yaml index df10ae55..4a5a39e3 100644 --- a/tests/settings/stz_periodic_config.yaml +++ b/tests/settings/stz_periodic_config.yaml @@ -244,12 +244,12 @@ PHONE_LOCATIONS: LOCATIONS_TO_USE: GPS # ALL, GPS, ALL_RESAMPLED, OR FUSED_RESAMPLED FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD: 30 # minutes, only replicate location samples to the next sensed bin if the phone did not stop collecting data for more than this threshold FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: 720 # minutes, only replicate location samples to consecutive sensed bins if they were logged within this threshold after a valid location row - + ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius + PROVIDERS: DORYAB: COMPUTE: True FEATURES: ["locationvariance","loglocationvariance","totaldistance","avgspeed","varspeed", "numberofsignificantplaces","numberlocationtransitions","radiusgyration","timeattop1location","timeattop2location","timeattop3location","movingtostaticratio","outlierstimepercent","maxlengthstayatclusters","minlengthstayatclusters","avglengthstayatclusters","stdlengthstayatclusters","locationentropy","normalizedlocationentropy","timeathome"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius DBSCAN_EPS: 10 # meters DBSCAN_MINSAMPLES: 3 THRESHOLD_STATIC : 1 # km/h @@ -265,7 +265,6 @@ PHONE_LOCATIONS: BARNETT: COMPUTE: False FEATURES: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: 100 # meters, drops location coordinates with an accuracy higher than this. This number means there's a 68% probability the true location is within this radius IF_MULTIPLE_TIMEZONES: USE_MOST_COMMON MINUTES_DATA_USED: False # Use this for quality control purposes, how many minutes of data (location coordinates gruped by minute) were used to compute features SRC_SCRIPT: src/features/phone_locations/barnett/main.R diff --git a/tools/config.schema.yaml b/tools/config.schema.yaml index 4c3638c1..defcab89 100644 --- a/tools/config.schema.yaml +++ b/tools/config.schema.yaml @@ -626,7 +626,7 @@ properties: PHONE_LOCATIONS: type: object - required: [CONTAINER, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, PROVIDERS] + required: [CONTAINER, LOCATIONS_TO_USE, FUSED_RESAMPLED_CONSECUTIVE_THRESHOLD, FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION, ACCURACY_LIMIT, PROVIDERS] properties: CONTAINER: type: string @@ -639,6 +639,9 @@ properties: FUSED_RESAMPLED_TIME_SINCE_VALID_LOCATION: type: integer exclusiveMinimum: 0 + ACCURACY_LIMIT: + type: integer + exclusiveMinimum: 0 PROVIDERS: type: ["null", object] properties: @@ -652,9 +655,6 @@ properties: items: type: string enum: [locationvariance,loglocationvariance,totaldistance,avgspeed,varspeed,numberofsignificantplaces,numberlocationtransitions,radiusgyration,timeattop1location,timeattop2location,timeattop3location,movingtostaticratio,outlierstimepercent,maxlengthstayatclusters,minlengthstayatclusters,avglengthstayatclusters,stdlengthstayatclusters,locationentropy,normalizedlocationentropy,timeathome,homelabel] - ACCURACY_LIMIT: - type: integer - exclusiveMinimum: 0 DBSCAN_EPS: type: integer exclusiveMinimum: 0 @@ -695,9 +695,6 @@ properties: items: type: string enum: ["hometime","disttravelled","rog","maxdiam","maxhomedist","siglocsvisited","avgflightlen","stdflightlen","avgflightdur","stdflightdur","probpause","siglocentropy","circdnrtn","wkenddayrtn"] - ACCURACY_LIMIT: - type: integer - exclusiveMinimum: 0 IF_MULTIPLE_TIMEZONES: type: string enum: [USE_MOST_COMMON] From f340b89c587df26eb54bdfcc6a2df0185d7981a9 Mon Sep 17 00:00:00 2001 From: Meng Li <34143965+Meng6@users.noreply.github.com> Date: Thu, 23 Sep 2021 18:16:13 -0400 Subject: [PATCH 2/2] Temporary revert PHONE_LOCATIONS BARNETT provider to use R script --- docs/change-log.md | 2 ++ rules/features.smk | 2 +- src/features/phone_locations/barnett/daily_features.R | 4 +--- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/change-log.md b/docs/change-log.md index a692df9d..430521e7 100644 --- a/docs/change-log.md +++ b/docs/change-log.md @@ -1,6 +1,8 @@ # Change Log ## v1.6.0 - Refactor PHONE_CALLS RAPIDS provider to compute features based on call episodes or events +- Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes +- Temporary revert PHONE_LOCATIONS BARNETT provider to use R script ## v1.5.0 - Update Barnett location features with faster Python implementation - Fix rounding bug in data yield features diff --git a/rules/features.smk b/rules/features.smk index 79d1ba13..63ea7289 100644 --- a/rules/features.smk +++ b/rules/features.smk @@ -408,7 +408,7 @@ rule phone_locations_barnett_daily_features: output: "data/interim/{pid}/phone_locations_barnett_daily.csv" script: - "../src/features/phone_locations/barnett/daily_features.py" + "../src/features/phone_locations/barnett/daily_features.R" rule phone_locations_r_features: input: diff --git a/src/features/phone_locations/barnett/daily_features.R b/src/features/phone_locations/barnett/daily_features.R index 86e87718..25f057f9 100644 --- a/src/features/phone_locations/barnett/daily_features.R +++ b/src/features/phone_locations/barnett/daily_features.R @@ -20,16 +20,14 @@ barnett_daily_features <- function(snakemake){ location_features <- NULL location <- read.csv(snakemake@input[["sensor_data"]], stringsAsFactors = FALSE) segment_labels <- read.csv(snakemake@input[["time_segments_labels"]], stringsAsFactors = FALSE) - accuracy_limit <- snakemake@params[["provider"]][["ACCURACY_LIMIT"]] + accuracy_limit = 999999999 # We filter rows based on accuracy in src/data/process_location_types.R script datetime_start_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 00:00:00" datetime_end_regex = "[0-9]{4}[\\-|\\/][0-9]{2}[\\-|\\/][0-9]{2} 23:59:59" location <- location %>% - filter(accuracy < accuracy_limit) %>% mutate(is_daily = str_detect(assigned_segments, paste0(".*#", datetime_start_regex, ",", datetime_end_regex, ".*"))) if(nrow(segment_labels) == 0 || nrow(location) == 0 || all(location$is_daily == FALSE) || (max(location$timestamp) - min(location$timestamp) < 86400000)){ warning("Barnett's location features cannot be computed for data or time segments that do not span one or more entire days (00:00:00 to 23:59:59). Values below point to the problem:", - "\nLocation data rows within accuracy: ", nrow(location %>% filter(accuracy < accuracy_limit)), "\nLocation data rows within a daily time segment: ", nrow(filter(location, is_daily)), "\nLocation data time span in days: ", round((max(location$timestamp) - min(location$timestamp)) / 86400000, 2) )