0
16629 Pace Camp Apt. 448 Alexisborough, NE 77130-7478
46 in
1
9374 Jasmine Spurs Suite 508 South John, TN 84355-4179
28 rn
2
Unit 0065 Box 5052 DPO AP 27450
94 vE
3
7780 Julia Fords New Stacy, WA 45798
36 vm
4
23012 Munoz Drive Suite 337 New Cynthia, TX 57826
20 IE
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 10000 entries, 0 to 9999
Data columns (total 14 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 Address 10000 non-null object
1 Lot 10000 non-null object
2 AM or PM 10000 non-null object
3 Browser Info 10000 non-null object
4 Company 10000 non-null object
5 Credit Card 10000 non-null int64
6 CC Exp Date 10000 non-null object
7 CC Security Code 10000 non-null int64
8 CC Provider 10000 non-null object
9 Email 10000 non-null object
10 Job 10000 non-null object
11 IP Address 10000 non-null object
12 Language 10000 non-null object
13 Purchase Price 10000 non-null float64
dtypes: float64(1), int64(2), object(11)
memory usage: 1.1+ MB
AM
247519.8699999998
PM
255953.1499999992
Brown Ltd
796.38
Williams LLC
723.6300000000001
Smith LLC
637.92
Smith PLC
601.37
Johnson Ltd
600.61
Smith Group
592.5400000000001
Johnson PLC
567.3299999999999
Voyager
51.97318455971051
Discover
51.66233782129751
VISA 13 digit
51.44985842985841
JCB 15 digit
51.12511520737328
American Express
50.48942285041218
Maestro
50.3791725768321
Mastercard
50.043014705882406
VISA 16 digit
49.871055393586
JCB 16 digit
49.299143356643256
Diners Club / Carte Blanche
48.73323337679264
The top 10 most common jobs within the customers are:
Interior and spatial designer
Lawyer
Social researcher
Purchasing manager
Research officer, political party
Designer, jewellery
Charity fundraiser
Social worker
Dietitian
Special educational needs teacher
Trade mark attorney
73.80272727272727
Translator
70.77764705882353
Investment analyst
69.09
Accountant, chartered management
69.08266666666667
Designer, industrial/product
68.71466666666666
Clinical cytogeneticist
67.99636363636365
Psychologist, prison and probation services
67.76722222222223
Special effects artist
66.75285714285714
Politician's assistant
66.10692307692308
Advertising account planner
66.0342857142857
Maximum Purchase Price
99.99
Minimum Purchase Price
0.0
Average Purchase Price
50.347302
2876
332 Jones Parkways East Katherineville, GA 64230
39 GT
5487
465 Mallory Ways North Rebecca, RI 82734-1160
93 OH
8470
charlesjeremy@hill.com
9997
tyler16@gmail.com
3
brent16@olson-robinson.info
4
christopherwright@gmail.com
9998
elizabethmoore@reid.net
Number of customer with cardit cards expiring in 2022
The most popualr email provider for the customer is