Data Science
leetrawick
Created on January 30, 2017
Over 30 million people build interactive content in Genially.
Check out what others have designed:
STAGE2- LEVEL1-MISSION 2: ANIMATION
Presentation
TANGRAM PRESENTATION
Presentation
VALENTINE'S DAY PRESENTATION
Presentation
HUMAN RIGHTS
Presentation
LIBRARIES LIBRARIANS
Presentation
IAU@HLPF2019
Presentation
SPRING IN THE FOREST 2
Presentation
Transcript
Customer Behavior Analysis
LeeTrawick@gmail.com
Lee Trawick, Associate Actuary
Data Science
// methodology
STEP 5
I loaded 5 flat csv files into Microsoft SQL server
STEP 1
STEP 4
STEP 3
STEP 2
I analysed the data for key insights
I built a predictive model using Python and XGBoost
I built a Tableau Dashboard fed by the new database.
I summarized my findings into a presentation
//average visit time
This chart shows the average time a customer spent inside a store. Keep in mind that the customer visit time is a left skewed distribution because most people are going to spend less than 3 minutes in the store. This will bring down the average. On average, only 20% of customers will stay in a store for more than 15 minutes.
08
//introduction
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.