Datasets¶

city_bike_nyc¶

Dataset description¶

The dataset contains information about what Citi Bikers do in NYC.

NAME	REQUIRED	TYPE
station_id	false	string
num_bikes_available	false	int
num_ebikes_available	false	string
num_bikes_disabled	false	string
num_docks_available	false	int
num_docks_disabled	false	string
is_installed	false	string
is_renting	false	string
is_returning	false	string
station_status_last_reported	false	int
station_name	false	string
lat	false	string
lon	false	string
region_id	false	string
capacity	false	string
has_kiosk	false	string
station_information_last_updated	false	string
missing_station_information	false	boolean

NUMBER OF ROWS: 366,676,951

taxi_fhvhv¶

NYC TLC Trip Record Data, available under the nyc.gov terms of use.

Dataset description¶

Dataset segment:

Trips from 2019/02 to 2023/07;
High Volume For-Hire Vehicle Trip Records only (fhvhv).

Please note that each row corresponds to one taxi trip.

Column name	Required	Type
access_a_ride_flag	FALSE	string
airport_fee	FALSE	int
base_passenger_fare	FALSE	double
bcf	FALSE	double
congestion_surcharge	FALSE	double
dispatching_base_num	FALSE	string
DOLocationID	FALSE	long
driver_pay	FALSE	double
dropoff_datetime	FALSE	timestamptz
hvfhs_license_num	FALSE	string
on_scene_datetime	FALSE	timestamptz
originating_base_num	FALSE	string
pickup_datetime	FALSE	timestamptz
PULocationID	FALSE	long
request_datetime	FALSE	timestamptz
sales_tax	FALSE	double
shared_match_flag	FALSE	string
shared_request_flag	FALSE	string
tips	FALSE	double
tolls	FALSE	double
trip_miles	FALSE	double
trip_time	FALSE	long
wav_match_flag	FALSE	string
wav_request_flag	FALSE	string

NUMBER OF ROWS: 899,297,740

taxi_zones¶

NYC Taxi Zones, available under the nyc.gov terms of use.

Dataset description¶

NYC Taxi Zones, which correspond to the pickup and drop-off zones, or LocationIDs, included in the Yellow, Green, and FHV Trip Records published to Open Data

NAME	REQUIRED	TYPE
LocationID	false	long
Borough	false	string
Zone	false	string
service_zone	false	string

NUMBER OF ROWS: 265

titanic¶

Titanic - Machine Learning from Disaster

Dataset description¶

The data includes only the train.csv part of the original dataset. The dataset contains the ground truth for each passenger of the Titanic.

Column name	Required	Type
PassengerId	false	long
Survived	false	long
Pclass	false	long
Name	false	string
Sex	false	string
Age	false	double
SibSp	false	long
Parch	false	long
Ticket	false	string
Fare	false	double
Cabin	false	string
Embarked	false	string

NUMBER OF ROWS: 891

wind_energy_sensor_data¶

Wind Power Generation

The Dataste description¶

The dataset contains information from four German energy companies (50 Hertz, Amprion, TenneT TSO and TransnetBW). It contains power generation data (non-normalized) with an interval of 15 minutes, totalizing 96 points a day. Generation is in THw, with data collected between 23/08/2019 and 22/09/2020.

COLUMN NAME	REQUIRED	TYPE
hour_000000	false	double
hour_001500	false	double
hour_003000	false	double
…	…	…
observation_date	false	date
company	false	string

Number of rows: 1588