SlideShare a Scribd company logo
The Analytics Team
Sprocket Central Pty Ltd
Data Analytics Approach
KPMG [junior analyst Team]
Agenda
1. Introduction
2. Data exploration
3. Model Development
4. Interpretation
Data exploration
Customer Age Distribution
★ Mostly 40 - 47 age groups are frequent customers.
★ 48 - 59 age group has big drop in percentage.
★ The red line shows the 3 years bike related purchase
Items
★ There is slightly increase in 59 to above age groups .
★ Percentage below 25 age not change. OLD
NEW
Wealth Segment (By gender)
Gender Analysis
● As per new customer data Female with 50.6% purchase with 25,212 bikes.
● Male contributes to 47.7% purchase with 23,765 bikes.
Welth Segmentation
Mass Customer is highest in all ages after that we focus on
High Net Worth
Car Ownership (By State)
● NSW State has more potential customers .
● As per new data owners visit less than who do not own car.
Car Ownership by Industry
● As per new data most of customers are from Financial Services and Manufacturing industries.
● Rank and Value columns are highly correlated (-0.98) .
Apendix
All support items in the attachment.

More Related Content

What's hot

Customer Segmentation
Customer SegmentationCustomer Segmentation
Customer Segmentation
Learnbay Datascience
 
Business analytics awareness presentation
Business analytics  awareness presentationBusiness analytics  awareness presentation
Business analytics awareness presentation
Ramakrishna BE PGDM
 
Big Data and Advanced Analytics
Big Data and Advanced AnalyticsBig Data and Advanced Analytics
Big Data and Advanced Analytics
McKinsey on Marketing & Sales
 
Virtual internships
Virtual internshipsVirtual internships
Virtual internships
Nithin Kumar Peratla
 
RFM Analysis for Customer Segmentation
RFM Analysis for Customer SegmentationRFM Analysis for Customer Segmentation
RFM Analysis for Customer Segmentation
CleverTap
 
Data Science Use cases in Banking
Data Science Use cases in BankingData Science Use cases in Banking
Data Science Use cases in Banking
Arul Bharathi
 
Lead scoring case study
Lead scoring case studyLead scoring case study
Lead scoring case study
Shreya Solanki
 
Customer churn prediction in banking
Customer churn prediction in bankingCustomer churn prediction in banking
Customer churn prediction in banking
BU - PG Master Computing Conference
 
Customer churn prediction for telecom data set.
Customer churn prediction for telecom data set.Customer churn prediction for telecom data set.
Customer churn prediction for telecom data set.
Kuldeep Mahani
 
RFM Segmentation
RFM SegmentationRFM Segmentation
RFM Segmentation
Kamil Bartocha
 
Tesla Strategic Analysis: Corporate Governance
Tesla Strategic Analysis: Corporate GovernanceTesla Strategic Analysis: Corporate Governance
Tesla Strategic Analysis: Corporate Governance
Dustin Sheffield
 
Telecom Churn Prediction Presentation
Telecom Churn Prediction PresentationTelecom Churn Prediction Presentation
Telecom Churn Prediction Presentation
PinintiHarishReddy
 
Churn customer analysis
Churn customer analysisChurn customer analysis
Churn customer analysis
Dr.Bechoo Lal
 
Prediction of customer propensity to churn - Telecom Industry
Prediction of customer propensity to churn - Telecom IndustryPrediction of customer propensity to churn - Telecom Industry
Prediction of customer propensity to churn - Telecom Industry
Pranov Mishra
 
EDA_Case_Study_PPT.pptx
EDA_Case_Study_PPT.pptxEDA_Case_Study_PPT.pptx
EDA_Case_Study_PPT.pptx
AmitDas125851
 
Rfm analysis
Rfm analysisRfm analysis
Rfm analysis
chintan desai
 
Customer Churn prediction in ECommerce Sector.pdf
Customer Churn prediction in ECommerce Sector.pdfCustomer Churn prediction in ECommerce Sector.pdf
Customer Churn prediction in ECommerce Sector.pdf
virajkhot5
 
Tesla - a Marketing Strategy
Tesla - a Marketing StrategyTesla - a Marketing Strategy
Tesla - a Marketing Strategy
Matt Rossetto
 
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
PwC
 
Churn modelling
Churn modellingChurn modelling
Churn modelling
Yogesh Khandelwal
 

What's hot (20)

Customer Segmentation
Customer SegmentationCustomer Segmentation
Customer Segmentation
 
Business analytics awareness presentation
Business analytics  awareness presentationBusiness analytics  awareness presentation
Business analytics awareness presentation
 
Big Data and Advanced Analytics
Big Data and Advanced AnalyticsBig Data and Advanced Analytics
Big Data and Advanced Analytics
 
Virtual internships
Virtual internshipsVirtual internships
Virtual internships
 
RFM Analysis for Customer Segmentation
RFM Analysis for Customer SegmentationRFM Analysis for Customer Segmentation
RFM Analysis for Customer Segmentation
 
Data Science Use cases in Banking
Data Science Use cases in BankingData Science Use cases in Banking
Data Science Use cases in Banking
 
Lead scoring case study
Lead scoring case studyLead scoring case study
Lead scoring case study
 
Customer churn prediction in banking
Customer churn prediction in bankingCustomer churn prediction in banking
Customer churn prediction in banking
 
Customer churn prediction for telecom data set.
Customer churn prediction for telecom data set.Customer churn prediction for telecom data set.
Customer churn prediction for telecom data set.
 
RFM Segmentation
RFM SegmentationRFM Segmentation
RFM Segmentation
 
Tesla Strategic Analysis: Corporate Governance
Tesla Strategic Analysis: Corporate GovernanceTesla Strategic Analysis: Corporate Governance
Tesla Strategic Analysis: Corporate Governance
 
Telecom Churn Prediction Presentation
Telecom Churn Prediction PresentationTelecom Churn Prediction Presentation
Telecom Churn Prediction Presentation
 
Churn customer analysis
Churn customer analysisChurn customer analysis
Churn customer analysis
 
Prediction of customer propensity to churn - Telecom Industry
Prediction of customer propensity to churn - Telecom IndustryPrediction of customer propensity to churn - Telecom Industry
Prediction of customer propensity to churn - Telecom Industry
 
EDA_Case_Study_PPT.pptx
EDA_Case_Study_PPT.pptxEDA_Case_Study_PPT.pptx
EDA_Case_Study_PPT.pptx
 
Rfm analysis
Rfm analysisRfm analysis
Rfm analysis
 
Customer Churn prediction in ECommerce Sector.pdf
Customer Churn prediction in ECommerce Sector.pdfCustomer Churn prediction in ECommerce Sector.pdf
Customer Churn prediction in ECommerce Sector.pdf
 
Tesla - a Marketing Strategy
Tesla - a Marketing StrategyTesla - a Marketing Strategy
Tesla - a Marketing Strategy
 
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
Apache Hadoop Summit 2016: The Future of Apache Hadoop an Enterprise Architec...
 
Churn modelling
Churn modellingChurn modelling
Churn modelling
 

Similar to KPMG Virtual Internship

Ecommerce & Retail Analysis
Ecommerce & Retail AnalysisEcommerce & Retail Analysis
Ecommerce & Retail Analysis
JideDawodu2
 
Customer centric supply chain omnichannel leaders
Customer centric supply chain omnichannel leadersCustomer centric supply chain omnichannel leaders
Customer centric supply chain omnichannel leaders
Rodolfo Davariz
 
Market Research-ppt
Market Research-pptMarket Research-ppt
Market Research-ppt
Ankit Sinha
 
Telemart - Driving Ecosystem
Telemart - Driving EcosystemTelemart - Driving Ecosystem
Telemart - Driving Ecosystem
Khurram Shakeel
 
Optimizing Broadband Growth Multiclient Study 2018
Optimizing Broadband Growth Multiclient Study 2018Optimizing Broadband Growth Multiclient Study 2018
Optimizing Broadband Growth Multiclient Study 2018
Dave Isenberg
 
VIP Technologies PowerPoint Presentation
VIP Technologies PowerPoint Presentation VIP Technologies PowerPoint Presentation
VIP Technologies PowerPoint Presentation
Robert Vitale
 
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16 The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
valuvox
 
IIT K Maverick Regional Round
IIT K Maverick Regional RoundIIT K Maverick Regional Round
IIT K Maverick Regional Round
Vishnu Raj
 
The State of the Sales & Marketing Funnel
The State of the Sales & Marketing FunnelThe State of the Sales & Marketing Funnel
The State of the Sales & Marketing Funnel
Demand Metric
 
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
Vivien Cheong
 
PwC CEE Transport & Logistics Trend Book 2019
PwC CEE Transport & Logistics Trend Book 2019PwC CEE Transport & Logistics Trend Book 2019
PwC CEE Transport & Logistics Trend Book 2019
PwC Polska
 
Are You Pushing Products, or Connecting Conversations?
Are You Pushing Products, or Connecting Conversations?Are You Pushing Products, or Connecting Conversations?
Are You Pushing Products, or Connecting Conversations?
Pegasystems
 
CORE Compensation Research Brochure
CORE Compensation Research BrochureCORE Compensation Research Brochure
CORE Compensation Research Brochure
Iva Vukotic
 
BlueBook Accenture Presentation - Ritesh Patel
BlueBook Accenture Presentation - Ritesh PatelBlueBook Accenture Presentation - Ritesh Patel
BlueBook Accenture Presentation - Ritesh Patel
Ritesh Patel
 
The TeamLease Employment Outlook Report: April-June 2011
The TeamLease Employment Outlook Report: April-June 2011The TeamLease Employment Outlook Report: April-June 2011
The TeamLease Employment Outlook Report: April-June 2011
valuvox
 
Group ATP.pptx
Group ATP.pptxGroup ATP.pptx
Group ATP.pptx
AnuragMago2
 
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
SigortaTatbikatcilariDernegi
 
2016 SaaS Metrics Report
2016 SaaS Metrics Report2016 SaaS Metrics Report
2016 SaaS Metrics Report
Totango
 
Webinar: Customer Experience Analytics 2023
Webinar: Customer Experience Analytics 2023Webinar: Customer Experience Analytics 2023
Webinar: Customer Experience Analytics 2023
Course5i
 
ND MEP Market Analysis
ND MEP Market AnalysisND MEP Market Analysis
ND MEP Market Analysis
Randy Schwartz
 

Similar to KPMG Virtual Internship (20)

Ecommerce & Retail Analysis
Ecommerce & Retail AnalysisEcommerce & Retail Analysis
Ecommerce & Retail Analysis
 
Customer centric supply chain omnichannel leaders
Customer centric supply chain omnichannel leadersCustomer centric supply chain omnichannel leaders
Customer centric supply chain omnichannel leaders
 
Market Research-ppt
Market Research-pptMarket Research-ppt
Market Research-ppt
 
Telemart - Driving Ecosystem
Telemart - Driving EcosystemTelemart - Driving Ecosystem
Telemart - Driving Ecosystem
 
Optimizing Broadband Growth Multiclient Study 2018
Optimizing Broadband Growth Multiclient Study 2018Optimizing Broadband Growth Multiclient Study 2018
Optimizing Broadband Growth Multiclient Study 2018
 
VIP Technologies PowerPoint Presentation
VIP Technologies PowerPoint Presentation VIP Technologies PowerPoint Presentation
VIP Technologies PowerPoint Presentation
 
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16 The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
The TeamLease Employment Outlook Report - Oct-Mar, 2015-16
 
IIT K Maverick Regional Round
IIT K Maverick Regional RoundIIT K Maverick Regional Round
IIT K Maverick Regional Round
 
The State of the Sales & Marketing Funnel
The State of the Sales & Marketing FunnelThe State of the Sales & Marketing Funnel
The State of the Sales & Marketing Funnel
 
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
Five Forces Transforming Transport & Logistics - PwC CEE Transport & Logistic...
 
PwC CEE Transport & Logistics Trend Book 2019
PwC CEE Transport & Logistics Trend Book 2019PwC CEE Transport & Logistics Trend Book 2019
PwC CEE Transport & Logistics Trend Book 2019
 
Are You Pushing Products, or Connecting Conversations?
Are You Pushing Products, or Connecting Conversations?Are You Pushing Products, or Connecting Conversations?
Are You Pushing Products, or Connecting Conversations?
 
CORE Compensation Research Brochure
CORE Compensation Research BrochureCORE Compensation Research Brochure
CORE Compensation Research Brochure
 
BlueBook Accenture Presentation - Ritesh Patel
BlueBook Accenture Presentation - Ritesh PatelBlueBook Accenture Presentation - Ritesh Patel
BlueBook Accenture Presentation - Ritesh Patel
 
The TeamLease Employment Outlook Report: April-June 2011
The TeamLease Employment Outlook Report: April-June 2011The TeamLease Employment Outlook Report: April-June 2011
The TeamLease Employment Outlook Report: April-June 2011
 
Group ATP.pptx
Group ATP.pptxGroup ATP.pptx
Group ATP.pptx
 
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
The Future Of Underwriting Transformation by Talent & Technology - Sanda Caga...
 
2016 SaaS Metrics Report
2016 SaaS Metrics Report2016 SaaS Metrics Report
2016 SaaS Metrics Report
 
Webinar: Customer Experience Analytics 2023
Webinar: Customer Experience Analytics 2023Webinar: Customer Experience Analytics 2023
Webinar: Customer Experience Analytics 2023
 
ND MEP Market Analysis
ND MEP Market AnalysisND MEP Market Analysis
ND MEP Market Analysis
 

Recently uploaded

一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
nuttdpt
 
End-to-end pipeline agility - Berlin Buzzwords 2024
End-to-end pipeline agility - Berlin Buzzwords 2024End-to-end pipeline agility - Berlin Buzzwords 2024
End-to-end pipeline agility - Berlin Buzzwords 2024
Lars Albertsson
 
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
74nqk8xf
 
Population Growth in Bataan: The effects of population growth around rural pl...
Population Growth in Bataan: The effects of population growth around rural pl...Population Growth in Bataan: The effects of population growth around rural pl...
Population Growth in Bataan: The effects of population growth around rural pl...
Bill641377
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
AndrzejJarynowski
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
74nqk8xf
 
State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023
kuntobimo2016
 
Experts live - Improving user adoption with AI
Experts live - Improving user adoption with AIExperts live - Improving user adoption with AI
Experts live - Improving user adoption with AI
jitskeb
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
nuttdpt
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
javier ramirez
 
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdfUdemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Fernanda Palhano
 
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
v7oacc3l
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
g4dpvqap0
 
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
74nqk8xf
 
一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理
aqzctr7x
 
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
zsjl4mimo
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
Timothy Spann
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
Roger Valdez
 
My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.
rwarrenll
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
vikram sood
 

Recently uploaded (20)

一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
一比一原版(UCSF文凭证书)旧金山分校毕业证如何办理
 
End-to-end pipeline agility - Berlin Buzzwords 2024
End-to-end pipeline agility - Berlin Buzzwords 2024End-to-end pipeline agility - Berlin Buzzwords 2024
End-to-end pipeline agility - Berlin Buzzwords 2024
 
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
 
Population Growth in Bataan: The effects of population growth around rural pl...
Population Growth in Bataan: The effects of population growth around rural pl...Population Growth in Bataan: The effects of population growth around rural pl...
Population Growth in Bataan: The effects of population growth around rural pl...
 
Intelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicineIntelligence supported media monitoring in veterinary medicine
Intelligence supported media monitoring in veterinary medicine
 
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
一比一原版(Coventry毕业证书)考文垂大学毕业证如何办理
 
State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023State of Artificial intelligence Report 2023
State of Artificial intelligence Report 2023
 
Experts live - Improving user adoption with AI
Experts live - Improving user adoption with AIExperts live - Improving user adoption with AI
Experts live - Improving user adoption with AI
 
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
 
The Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series DatabaseThe Building Blocks of QuestDB, a Time Series Database
The Building Blocks of QuestDB, a Time Series Database
 
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdfUdemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
Udemy_2024_Global_Learning_Skills_Trends_Report (1).pdf
 
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
 
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
一比一原版(爱大毕业证书)爱丁堡大学毕业证如何办理
 
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
 
一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理一比一原版(UO毕业证)渥太华大学毕业证如何办理
一比一原版(UO毕业证)渥太华大学毕业证如何办理
 
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
 
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
 
Everything you wanted to know about LIHTC
Everything you wanted to know about LIHTCEverything you wanted to know about LIHTC
Everything you wanted to know about LIHTC
 
My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.My burning issue is homelessness K.C.M.O.
My burning issue is homelessness K.C.M.O.
 
Global Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headedGlobal Situational Awareness of A.I. and where its headed
Global Situational Awareness of A.I. and where its headed
 

KPMG Virtual Internship

  • 1. The Analytics Team Sprocket Central Pty Ltd Data Analytics Approach KPMG [junior analyst Team]
  • 2. Agenda 1. Introduction 2. Data exploration 3. Model Development 4. Interpretation
  • 3. Data exploration Customer Age Distribution ★ Mostly 40 - 47 age groups are frequent customers. ★ 48 - 59 age group has big drop in percentage. ★ The red line shows the 3 years bike related purchase Items ★ There is slightly increase in 59 to above age groups . ★ Percentage below 25 age not change. OLD NEW
  • 5. Gender Analysis ● As per new customer data Female with 50.6% purchase with 25,212 bikes. ● Male contributes to 47.7% purchase with 23,765 bikes.
  • 6. Welth Segmentation Mass Customer is highest in all ages after that we focus on High Net Worth
  • 7. Car Ownership (By State) ● NSW State has more potential customers . ● As per new data owners visit less than who do not own car.
  • 8. Car Ownership by Industry ● As per new data most of customers are from Financial Services and Manufacturing industries. ● Rank and Value columns are highly correlated (-0.98) .
  • 9. Apendix All support items in the attachment.