Table 6 Statistical features of the dataset c
From: Enhancing correlated big data privacy using differential privacy and machine learning
Features \(\rightarrow\) | Count | Mean | SD | Min | Max |
|---|---|---|---|---|---|
Attributes \(\downarrow\) | |||||
Store and Fwd flag | 7472431 | 1.48811223 | 0.58421322 | 0.0 | 1.0 |
DroffOff latitude | 6857594 | 40.72007131 | 0.91274002 | 0.0 | 41.178898 |
PassengerCount | 7472435 | 3.222114 | 2.8712441 | 1.0 | 6.0 |
Trip distance | 7472435 | 3.05243424 | 2.83776974 | 0.0 | 68.7 |
Fare amount | 7472435 | 14.485061506 | 9.74345086 | 72.0 | 254.42 |
MTA tax | 7396684 | 3.1725532 | 2.88417522 | 1.24 | 58.37 |
Trip amount | 7472435 | 1.17255325 | 2.09252194 | 0.0 | 58.0 |
Tolls amount | 7463560 | 5.44124560 | 3.88891100 | 0.0 | 41.178898 |
Total payment | 7472435 | 15.99873372 | 9.860037110 | 5.0 | 302.34 |
Pickup longitude | 6857594 | − 73.899834 | 1.65348802 | − 74.073845 | 0.0 |
Pickup latitude | 6857594 | 40.7194723 | 0.91256991 | 0.0 | 40.92078 |
Drop off longitude | 6857594 | − 73.89765 | 1.653648802 | − 74.07387 | 0.0 |
Vendor ID | 7472435 | 12.1414402 | 7.3373007 | 01A | 26BZ |
Pickup month | 7472435 | 5.4433841 | 4.3200112 | 1 | 12 |
Pickup year | 7472435 | 2013 | 0.2211384 | 2013 | 2013 |
DropOff month | 7396684 | 4.7770122 | 4.0998411 | 1 | 12 |
DropOff year | 7396684 | 2013 | 0.06109258 | 2013 | 2013 |