Cyclistic Rider Behavior Analysis & Membership
Leveraging Ride Duration Patterns to Drive Data-Informed Marketing Conversions
@kaggle.emmanueldansoagyei_cyclistic_dataset
Leveraging Ride Duration Patterns to Drive Data-Informed Marketing Conversions
@kaggle.emmanueldansoagyei_cyclistic_dataset
This dataset is a cleaned and aggregated summary of Cyclistic bike-share usage, segmented by rider type and day of the week. It was extracted from the larger(all_trips_V2) dataset and prepared for executive-level analysis.
CREATE TABLE avg_ride_length (
"unnamed_0" BIGINT -- Unnamed: 0,
"all_trips_v2_member_casual" VARCHAR,
"all_trips_v2_day_of_week" VARCHAR,
"all_trips_v2_ride_length" DOUBLE
);
CREATE TABLE counts (
"all_trips_v2_member_casual" VARCHAR,
"all_trips_v2_day_of_week" VARCHAR,
"all_trips_v2_ride_length" DOUBLE
);
CREATE TABLE divvy_2019 (
"trip_id" BIGINT,
"start_time" TIMESTAMP,
"end_time" TIMESTAMP,
"bikeid" BIGINT,
"tripduration" DOUBLE,
"from_station_id" BIGINT,
"from_station_name" VARCHAR,
"to_station_id" BIGINT,
"to_station_name" VARCHAR,
"usertype" VARCHAR,
"gender" VARCHAR,
"birthyear" DOUBLE
);
CREATE TABLE divvy_2020 (
"ride_id" VARCHAR,
"rideable_type" VARCHAR,
"started_at" TIMESTAMP,
"ended_at" TIMESTAMP,
"start_station_name" VARCHAR,
"start_station_id" BIGINT,
"end_station_name" VARCHAR,
"end_station_id" DOUBLE,
"start_lat" DOUBLE,
"start_lng" DOUBLE,
"end_lat" DOUBLE,
"end_lng" DOUBLE,
"member_casual" VARCHAR
);
CREATE TABLE divvy_trips_2019_q1 (
"trip_id" BIGINT,
"start_time" TIMESTAMP,
"end_time" TIMESTAMP,
"bikeid" BIGINT,
"tripduration" DOUBLE,
"from_station_id" BIGINT,
"from_station_name" VARCHAR,
"to_station_id" BIGINT,
"to_station_name" VARCHAR,
"usertype" VARCHAR,
"gender" VARCHAR,
"birthyear" DOUBLE
);
CREATE TABLE divvy_trips_2020_q1 (
"ride_id" VARCHAR,
"rideable_type" VARCHAR,
"started_at" TIMESTAMP,
"ended_at" TIMESTAMP,
"start_station_name" VARCHAR,
"start_station_id" BIGINT,
"end_station_name" VARCHAR,
"end_station_id" DOUBLE,
"start_lat" DOUBLE,
"start_lng" DOUBLE,
"end_lat" DOUBLE,
"end_lng" DOUBLE,
"member_casual" VARCHAR
);
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