1. Group 6 provides a matchmaking and dating advising service using data analysis to help clients improve their chances of successful matches. 2. The service analyzes personal characteristics like attractiveness, sincerity, intelligence, humor, ambition, and generosity that have an influence on match success rates. 3. Group 6's advising uses techniques like k-means clustering to analyze customer networks and characteristics, identify potentials for improvement, and provide customized advice to help clients increase their success rates in finding matches.

1. Match Making Service
A N A D D O N S E R V I C E O F S P E E D D AT I N G
Group 6 final assignment
SI HAN
CHENWEI LIAO
PINGPIN HU
SHUJIE QIU

2. Are people with high expectation more likely to get matched ?
Low expected happy for speed dating seems to have smaller chance getting match

3. How could we encourage people with low expectations to use Group6 advising service?
Over 15million Americans suffers from Anxiety disorders and Approximately 7% of the population suffers from some form of
social phobia. Group 6 dating advising service will give you ice-breaking tips to have a good start.

4. How could we encourage people with low expectations to use Group6 advising service?
Over 15million Americans suffers from Anxiety disorders and Approximately 7% of the population suffers from some form of
social phobia. Group 6 dating advising service will give you ice-breaking tips to have a good start.
?Is shared
How likely you’d like one
partner within a single meetup
Level of individuals have things
in common
How likely you’d get a match
within a single meetup

5. What really matters in make a success match?
Personal characters matters a lot while not all character weights the same.
Personal Characters & Decision Data:
Attractive, sincere, intelligence, fun, ambition and
generosity level have influence on the success of matches.
Adorable Level Generosity Level
Attractive Level Humor Level Intelligence Level

6. How personal advising works
Some influence of the aspects are against the common sense
The relationships between like and different
characters. (size is count for same level of Like,
color is attractiveness of your partner)
The relationships between like and different
characters. (size is count for same level of Like ,
color is ambition of your partner)

7. Summery
• Special analysis
1. Group 6 advising company could use different penetration strategies to enter the market. For States with low expects
in dating service, we could market the high success rate in the field. For States with lower success we should offer
them the whole package of dating advising service to increase their success rates.
2. Income level does not influence the attitude towards dating services or success rates. People of all income level can
all benefit from the service. We could set uniform price for customers with different income.
• Network analysis
1. We could use networking analysis to provide the customers with ice-breaking tips to have a proper start.
2. Mutual interests does not have high impact on success rate of dating.
• Analysis graphs
1. Personal characters have strong impact on success rates.
2. Group 6 dating services may use K-means analytics to cluster the customer and predict the potential of the customer.
3. Now all characters are equally important to the clustering. Customers should receive the customized advice for further
improvement.
4. With the help of the analysis, if the customers could clime 1 level up, the number of success dates will rise about 1.5
per wave.
• Dynamic analysis
1. With the evaluation of the Group 6 analytic service. People may get customized advices.
2. Some advices might against the common sense but will help you build higher success in dating.