1. D’az Delivery Dashboard Executive Summary
1. The illusion of the high paying entry level job.
 It is nice driving home every night with $50-100 cash in my pocket. Gas
($300/month), Car Repairs (~$250/month), late night hours with early school,
makes it less profitable than I previously thought.
2. Stiffers Gonna Stiff.
 Sam and I have very similar stiff rates at around 6%. Nothing can be done about
people who aren’t going to tip. This helps me not sweat the nights I make bad
tips (Statistics and behavior have a two way street relationship).
3. Higher Income Neighborhoods Tip Better and Lower Income Neighborhoods tip worse.
 Garden City consistently tips lower. Homes in the foothills and Hidden Springs
consistently tips higher, bursting the “selfish rich people” stereotype bubble.
Flaws In data:
1. Lack of variety of housing types.
 Apartments are catch all for trailers, apartments, senior living, condos, etc.
2. Lack of age range demographics.
 I regret not writing down age ranges of 0-18, 18-40, and 40+.
3. Lack of delivery time tracking.
 I can’t see if faster delivery times and higher tips are correlated.

2. The D'az Delivery Dashboard
0
50
100
150
200
250
0 0.01 -
.99
1 - 1.99 2 - 2.99 3 - 3.99 4 - 4.99 5 - 5.99 6 - 6.99 7 - 7.99 8 - 8.99 9 - 9.99 10 -
10.99
11 - up
Number of Tips by Dollar
$2.48
$4.84
$-
$1.00
$2.00
$3.00
$4.00
$5.00
$6.00
10:30AM-10:59AM
11:00AM-11:29AM
11:30AM-11:59AM
12:00PM-12:29PM
12:30PM-12:59PM
1:00PM-1:29PM
1:30PM-1:59PM
2:00PM-2:29PM
2:30PM-2:59PM
3:00PM-3:29PM
3:30PM-3:59PM
4:00PM-4:29PM
4:30PM-4:59PM
5:00PM-5:29PM
5:30PM-5:59PM
6:00PM-6:29PM
6:30PM-6:59PM
7:00PM-7:29PM
7:30PM-7:59PM
8:00PM-8:29PM
8:30PM-8:59PM
9:00PM-9:29PM
9:30PM-9:59PM
10:00PM-10:29PM
10:30PM-10:59PM
11:00PM-11:29PM
11:30PM-11:59PM
12:00AM-12:29AMAverage Tips every 30 minutes
6.44%
5.35%
24.95%
63.25%
The Good, the Bad, and the Ugly
Complete Stiff =$0.00 "Keep the change" <$1.00 Tipped $5+ In Between $1-$5

3. The D'az Delivery Dashboard
North
End
WhiteWa
ter -
Downtow
n (South
of State)
Garden
City
Bogus
Basin -
Gary
(North of
Hill)
28th -
Collister
(North of
State)
Collister -
Gary
(North of
State)
West of
Gary/Gle
nnwood
Hidden
Springs
WhiteWa
ter - Gary
(South of
State)
Bogus
Basin -
Brumbac
k Hills
Sam $3.49 $3.12 $2.97 $3.44 $2.88 $3.44 $3.62 $4.76 $3.71 $4.03
Angel $3.35 $3.25 $2.93 $3.96 $2.99 $3.73 $3.47 $5.86 $3.43 $3.65
$-
$1.00
$2.00
$3.00
$4.00
$5.00
$6.00
Tips by Area
2.97
3.41
3.27 3.33
3.52
2.38
3.68
3.43
$0.00
$0.50
$1.00
$1.50
$2.00
$2.50
$3.00
$3.50
$4.00
Angel Sammie
Tips by Housing Type
Apartment
Business
Hotel
House
3.23
3.37
3.51 3.40
0.00
0.50
1.00
1.50
2.00
2.50
3.00
3.50
4.00
Angel Sammie
Tipping by Gender - of Tipper & Delivery Person
Female
Male