SlideShare a Scribd company logo
1 of 18
Task 3
Nayanika Dutt
Naydutt.11@gmail.com
Problem Statement
 The company wants to know the most important factors which
determine solar panel marketing success as well as prediction
methodology that your potential customer will end up purchasing
solar panel or not, so that they can work on it and further improve
their business using the data collected through survey.
Contents
 Factors
 Pivot tables
 Dashboard
 Charts/Slicers
 Conclusion
 Workbook link
The Factors
Factors
 Maximum investment lead willing to make.
 Does the lead have
 Home loan?
 Currently an EMI for any home
appliance?
 No. of appliances owned.
 States, Cities.
 Percentage of roof willing to give for
installation.
 No. of floors of the house.
 No. of individuals living in the household.
 Rating websites like Google, YT etc. based
on their usage of same.
Reason - To Find
 States/cities with max people willing to invest >1lac.
 Leads with no kinds of loans,
 Their chances of affording a solar system becomes high.
 Leads having 5+ appliances,
 Energy required by them would be greater.
 Leads could be converted to customers by sales
executives.
 The state(s) with most people rating 5 for websites usage,
 Those states could be targeted via the platforms while
marketing.
 The last 3 factors are used for slicers-effects could be seen all
over the dashboard.
 Top 5 cities per state have been shown in the pivot tables.
Pivot Tables
What maximum investment would you be willing to make in solar?(Multiple Items) Do you have a home loan? No
What maximum investment would you be willing to make in solar? (Multiple Items) Do you currently have an EMI for any home appliance? No
States Count
Uttar Pradesh 74 States & Cities Count States Count
Maharashtra 46 Uttar Pradesh 52 Uttar Pradesh 640
Gujarat 37 Agra 8 Maharashtra 379
Karnataka 20 Hyderabad 19 Karnataka 227
Madhya Pradesh 20 Kanpur 4 Gujarat 210
Andhra Pradesh 7 Kota 4 Madhya Pradesh 154
Rajasthan 4 Lucknow 13 Rajasthan 58
Grand Total 208 Meerut 4 Andhra Pradesh 24
Maharashtra 34 Grand Total 1692
Mumbai 11
No. of appliances owned (Multiple Items) nagpur 5 Do you have a home loan? No
Navi Mumbai 3 Do you currently have an EMI for any home appliance? No
States Count Pune 11
Uttar Pradesh 544 Raigad 2 States & Cities Count
Maharashtra 336 THANE 2 Uttar Pradesh 320
Gujarat 217 Gujarat 30 Ghaziabad 40
Karnataka 123 Ahmedabad 9 Hyderabad 127
Madhya Pradesh 122 Gandhinagar 2 Kanpur 37
Rajasthan 63 Junagadh 4 Lucknow 79
Andhra Pradesh 22 Mehsana 2 Noida 37 [Google] (All)
Grand Total 1427 Rajkot 10 Maharashtra 291 [Facebook] (All)
Vadodara 3 Mumbai 129 [Whatsapp] (All)
Madhya Pradesh 20 nagpur 39 [Youtube] (All)
No. of appliances owned (Multiple Items) Bhopal 5 Nashik 26
GWALIOR 2 Navi Mumbai 26 Row Labels Count of S.No.
States & Cities Count Indore 6 Pune 71 Uttar Pradesh 847
Uttar Pradesh 296 Nagda 1 Karnataka 211 Maharashtra 561
Agra 26 NEPANAGAR 1 Anekal 9 Gujarat 298
Ghaziabad 36 Pipariya 1 Bangalore 164 Karnataka 291
Hyderabad 118 Rajpur 1 Belgaum 10 Madhya Pradesh 218
Lucknow 88 Ramgarh 1 BENGALURU 23 Rajasthan 88
Noida 28 Sultanpur 1 Mudhol 5 Andhra Pradesh 37
Maharashtra 258 Tikamgarh 1 Madhya Pradesh 118 Grand Total 2340
Mumbai 130 Grand Total 136 Bhopal 32
nagpur 29 GWALIOR 45
Nashik 14 Indore 30
Navi Mumbai 28 Mau 4
Pune 57 Rajpur 7
Gujarat 152 Grand Total 940
Ahmedabad 62
Jamnagar 17
Junagadh 22
Rajkot 31
Vadodara 20
Madhya Pradesh 92
Bhopal 33
GWALIOR 15
Indore 32
Jabalpur 5
Number of Floors i...
1 Floor
2 Floors
3 Floors
4+
G+ 4+ floors
G+1 Floor
G+2 Floors
G+3 Floors
Ground Floor
How many people live ...
1
2
3
4
5
6
7
8
9
10
What percentage of your roof ...
<25%
>75%
26-50%
51-75%
Dashboard
35%
22%
18%
10%
10%
3% 2%
St a t es i n t er est ed i n h i gh er i n v est m en t
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Andhra Pradesh
Rajasthan
What maximuminvestment would you be willing to make in solar?
8
19
4
4
13
4
11
5
3
11
2
2
9
2
4
2
10
3
5
2
6
1
1
1
1
1
1
1
Agra
Kanpur
Lucknow
Mumbai
Navi Mumbai
Raigad
Ahmedabad
Junagadh
Rajkot
Bhopal
Indore
NEPANAGAR
Rajpur
Sultanpur
UttarPradeshMaharashtraGujaratMadhyaPradesh
Top 5 Cities(per state) interested in higher investment
State Name
Which city is your house at?
What maximuminvestment would you be willing to make in solar?
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Rajasthan Andhra Pradesh
St atesw ith ma x people owning most
a ppliances
No. of appliances owned
0 20 40 60 80 100 120 140
Agra
Ghaziabad
Hyderabad
Lucknow
Noida
Mumbai
nagpur
Nashik
Navi Mumbai
Pune
Ahmedabad
Jamnagar
Junagadh
Rajkot
Vadodara
Bhopal
GWALIOR
Indore
Jabalpur
Rajpur
UttarPradeshMaharashtraGujaratMadhyaPradesh
Cities(per State) w ith ma x people owning most
a ppliances
State Name
Which city is your house at?
No. of appliances owned
38%
22%
13%
12%
9%
4% 2%
P eople (per state) having n o loans
Uttar Pradesh
Maharashtra
Karnataka
Gujarat
Madhya Pradesh
Rajasthan
Andhra Pradesh
Do you have a home loan? Do you currently have an EMI for any home appliance?
Ghaziabad
Hyderabad
Kanpur
Lucknow
Noida
Mumbai
nagpur
Nashik
NaviMumbai
Pune
Anekal
Bangalore
Belgaum
BENGALURU
Mudhol
Bhopal
GWALIOR
Indore
Mau
Rajpur
Uttar Pradesh Maharashtra Karnataka Madhya Pradesh
Top 5 cities (per state) having no loans
State Name Which city is your house at?
Do you have a home loan? Do you currently have an EMI for any home appliance?
Number of Floors i...
1 Floor
2 Floors
3 Floors
4+
G+ 4+ floors
G+1 Floor
G+2 Floors
G+3 Floors
Ground Floor
No. of people living in t...
1
2
3
4
5
6
7
8
9
10
% of roof ready to give
<25%
>75%
26-50%
51-75%
36%
24%
13%
12%
9%
4%2%
H ighly pr efer ed %of people
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Rajasthan
Andhra Pradesh
[Google] [Facebook] [Whatsapp] [Youtube]
Analyses
 Via various charts are given in the following slides.
35%
22%
18%
10%
10%
3% 2%
St a t es i n t er est ed i n h i gh er i n v est m en t
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Andhra Pradesh
Rajasthan
What maximum investment would you be willing to make in solar?
Chart 1
 UP, Maharashtra and Gujarat are the top states willing to make an investment of
either 1- 2 lac or 2 lac +.
8
19
4
4
13
4
11
5
3
11
2
2
9
2
4
2
10
3
5
2
6
1
1
1
1
1
1
1
Agra
Kanpur
Lucknow
Mumbai
Navi Mumbai
Raigad
Ahmedabad
Junagadh
Rajkot
Bhopal
Indore
NEPANAGAR
Rajpur
Sultanpur
UttarPradeshMaharashtraGujaratMadhyaPradesh
T op 5 Ci ties(per st ate) i n ter ested i n h igher i nvest ment
State Name
Which city is your house at?
What maximum investment would you be willing to make in solar?
Chart 2
Cities, per state, to be explored first:-
1. Gujarat – Rajkot and Ahmedabad
2. Maharashtra – Pune & Mumbai
3. UP - Hyderabad & Lucknow
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Rajasthan Andhra Pradesh
St atesw ith m a x people ow ning m ost
a ppliances
No. of appliances owned
Chart 3
• Again, UP, Maharashtra & Gujarat are the states with the highest share of leads
who own 5 or 6 appliances.
• Hence energy requirement would be highest in these states.
0 20 40 60 80 100 120 140
Agra
Ghaziabad
Hyderabad
Lucknow
Noida
Mumbai
nagpur
Nashik
Navi Mumbai
Pune
Ahmedabad
Jamnagar
Junagadh
Rajkot
Vadodara
Bhopal
GWALIOR
Indore
Jabalpur
Rajpur
UttarPradeshMaharashtraGujaratMadhyaPradesh
Ci t ies (per St a te) w it h m a x p eople ow n in g m ost
a ppliances
State Name
Which city is your house at?
No. of appliances owned
Chart 4
 Following cities should be explored 1st per state:
1. Gujarat – Ahmedabad
2. Maharashtra – Mumbai
3. UP – Hyderabad & Lucknow
Chart 5
 UP & Maharashtra are the states to be explored 1st based on the share of leads
who do not have any kind of loans.
38%
22%
13%
12%
9%
4% 2%
P eople (per st ate) having n o loans
Uttar Pradesh
Maharashtra
Karnataka
Gujarat
Madhya Pradesh
Rajasthan
Andhra Pradesh
Do you have a home loan? Do you currently have an EMI for any home appliance?
Chart 6
 Following cities should be explored 1st:
1. UP – Hyderabad & Lucknow
2. Maharashtra – Mumbai & Pune
Ghaziabad
Hyderabad
Kanpur
Lucknow
Noida
Mumbai
nagpur
Nashik
NaviMumbai
Pune
Anekal
Bangalore
Belgaum
BENGALURU
Mudhol
Bhopal
GWALIOR
Indore
Mau
Rajpur
Uttar Pradesh Maharashtra Karnataka Madhya Pradesh
Top 5 cities (per state) having no loans
State Name Which city is your house at?
Do you have a home loan? Do you currently have an EMI for any home appliance?
36%
24%
13%
12%
9%
4%2%
H ighly pr efer ed % of people
Uttar Pradesh
Maharashtra
Gujarat
Karnataka
Madhya Pradesh
Rajasthan
Andhra Pradesh
[Google] [Facebook] [Whatsapp] [Youtube]
Chart 7
 Unanimously, for any website, UP is the state with max share of leads rating the
possible sources of reaching target audience (Google, Facebook, WhatsApp,
YouTube) as 5.
Slicers
1. Number of Floors in House.
2. No. of people living in the house (including children)?
3. % of roof ready to give.
Conclusions
 The top ranking cities for expanding business are:
 UP - Hyderabad & Lucknow
 Maharashtra – Pune & Mumbai
 Gujarat – Rajkot and Ahmedabad
 MP - Indore, Bhopal & Gwalior
 Karnataka – Bangalore
 UP has the highest share of high websites’ usage.
 Slicers ‘% of roof ready to give’ & ‘No. of people living in the house (including
children)’ result in including MP & Karnataka in the top 3 states in for each
factor as well.
https://drive.google.com/file/d/1-Bm2sl1sL-i_H1KP1w10gx41AHYn2tMd/view?usp=sharing
Task3 ps nayanikadutt

More Related Content

Recently uploaded

obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
yulianti213969
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
Amil baba
 
Audience Researchndfhcvnfgvgbhujhgfv.pptx
Audience Researchndfhcvnfgvgbhujhgfv.pptxAudience Researchndfhcvnfgvgbhujhgfv.pptx
Audience Researchndfhcvnfgvgbhujhgfv.pptx
Stephen266013
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444
saurabvyas476
 
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
ppy8zfkfm
 
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Valters Lauzums
 
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotecAbortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
Abortion pills in Riyadh +966572737505 get cytotec
 
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
dq9vz1isj
 

Recently uploaded (20)

Predictive Precipitation: Advanced Rain Forecasting Techniques
Predictive Precipitation: Advanced Rain Forecasting TechniquesPredictive Precipitation: Advanced Rain Forecasting Techniques
Predictive Precipitation: Advanced Rain Forecasting Techniques
 
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
obat aborsi Tarakan wa 081336238223 jual obat aborsi cytotec asli di Tarakan9...
 
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
NO1 Best Kala Jadu Expert Specialist In Germany Kala Jadu Expert Specialist I...
 
Audience Researchndfhcvnfgvgbhujhgfv.pptx
Audience Researchndfhcvnfgvgbhujhgfv.pptxAudience Researchndfhcvnfgvgbhujhgfv.pptx
Audience Researchndfhcvnfgvgbhujhgfv.pptx
 
Credit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital AgeCredit Card Fraud Detection: Safeguarding Transactions in the Digital Age
Credit Card Fraud Detection: Safeguarding Transactions in the Digital Age
 
Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024Northern New England Tableau User Group (TUG) May 2024
Northern New England Tableau User Group (TUG) May 2024
 
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
Jual Obat Aborsi Bandung (Asli No.1) Wa 082134680322 Klinik Obat Penggugur Ka...
 
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarjSCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
SCI8-Q4-MOD11.pdfwrwujrrjfaajerjrajrrarj
 
How to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data AnalyticsHow to Transform Clinical Trial Management with Advanced Data Analytics
How to Transform Clinical Trial Management with Advanced Data Analytics
 
NOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam DunksNOAM AAUG Adobe Summit 2024: Summit Slam Dunks
NOAM AAUG Adobe Summit 2024: Summit Slam Dunks
 
sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444sourabh vyas1222222222222222222244444444
sourabh vyas1222222222222222222244444444
 
Seven tools of quality control.slideshare
Seven tools of quality control.slideshareSeven tools of quality control.slideshare
Seven tools of quality control.slideshare
 
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
Statistics Informed Decisions Using Data 5th edition by Michael Sullivan solu...
 
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
1:1原版定制利物浦大学毕业证(Liverpool毕业证)成绩单学位证书留信学历认证
 
MATERI MANAJEMEN OF PENYAKIT TETANUS.ppt
MATERI  MANAJEMEN OF PENYAKIT TETANUS.pptMATERI  MANAJEMEN OF PENYAKIT TETANUS.ppt
MATERI MANAJEMEN OF PENYAKIT TETANUS.ppt
 
Bios of leading Astrologers & Researchers
Bios of leading Astrologers & ResearchersBios of leading Astrologers & Researchers
Bios of leading Astrologers & Researchers
 
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
Data Analytics for Digital Marketing Lecture for Advanced Digital & Social Me...
 
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotecAbortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
Abortion pills in Riyadh Saudi Arabia (+966572737505 buy cytotec
 
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
1:1原版定制伦敦政治经济学院毕业证(LSE毕业证)成绩单学位证书留信学历认证
 
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
Identify Customer Segments to Create Customer Offers for Each Segment - Appli...
 

Featured

Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
Kurio // The Social Media Age(ncy)
 

Featured (20)

AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 
ChatGPT webinar slides
ChatGPT webinar slidesChatGPT webinar slides
ChatGPT webinar slides
 
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike RoutesMore than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
 

Task3 ps nayanikadutt

  • 2. Problem Statement  The company wants to know the most important factors which determine solar panel marketing success as well as prediction methodology that your potential customer will end up purchasing solar panel or not, so that they can work on it and further improve their business using the data collected through survey.
  • 3. Contents  Factors  Pivot tables  Dashboard  Charts/Slicers  Conclusion  Workbook link
  • 4. The Factors Factors  Maximum investment lead willing to make.  Does the lead have  Home loan?  Currently an EMI for any home appliance?  No. of appliances owned.  States, Cities.  Percentage of roof willing to give for installation.  No. of floors of the house.  No. of individuals living in the household.  Rating websites like Google, YT etc. based on their usage of same. Reason - To Find  States/cities with max people willing to invest >1lac.  Leads with no kinds of loans,  Their chances of affording a solar system becomes high.  Leads having 5+ appliances,  Energy required by them would be greater.  Leads could be converted to customers by sales executives.  The state(s) with most people rating 5 for websites usage,  Those states could be targeted via the platforms while marketing.  The last 3 factors are used for slicers-effects could be seen all over the dashboard.  Top 5 cities per state have been shown in the pivot tables.
  • 5. Pivot Tables What maximum investment would you be willing to make in solar?(Multiple Items) Do you have a home loan? No What maximum investment would you be willing to make in solar? (Multiple Items) Do you currently have an EMI for any home appliance? No States Count Uttar Pradesh 74 States & Cities Count States Count Maharashtra 46 Uttar Pradesh 52 Uttar Pradesh 640 Gujarat 37 Agra 8 Maharashtra 379 Karnataka 20 Hyderabad 19 Karnataka 227 Madhya Pradesh 20 Kanpur 4 Gujarat 210 Andhra Pradesh 7 Kota 4 Madhya Pradesh 154 Rajasthan 4 Lucknow 13 Rajasthan 58 Grand Total 208 Meerut 4 Andhra Pradesh 24 Maharashtra 34 Grand Total 1692 Mumbai 11 No. of appliances owned (Multiple Items) nagpur 5 Do you have a home loan? No Navi Mumbai 3 Do you currently have an EMI for any home appliance? No States Count Pune 11 Uttar Pradesh 544 Raigad 2 States & Cities Count Maharashtra 336 THANE 2 Uttar Pradesh 320 Gujarat 217 Gujarat 30 Ghaziabad 40 Karnataka 123 Ahmedabad 9 Hyderabad 127 Madhya Pradesh 122 Gandhinagar 2 Kanpur 37 Rajasthan 63 Junagadh 4 Lucknow 79 Andhra Pradesh 22 Mehsana 2 Noida 37 [Google] (All) Grand Total 1427 Rajkot 10 Maharashtra 291 [Facebook] (All) Vadodara 3 Mumbai 129 [Whatsapp] (All) Madhya Pradesh 20 nagpur 39 [Youtube] (All) No. of appliances owned (Multiple Items) Bhopal 5 Nashik 26 GWALIOR 2 Navi Mumbai 26 Row Labels Count of S.No. States & Cities Count Indore 6 Pune 71 Uttar Pradesh 847 Uttar Pradesh 296 Nagda 1 Karnataka 211 Maharashtra 561 Agra 26 NEPANAGAR 1 Anekal 9 Gujarat 298 Ghaziabad 36 Pipariya 1 Bangalore 164 Karnataka 291 Hyderabad 118 Rajpur 1 Belgaum 10 Madhya Pradesh 218 Lucknow 88 Ramgarh 1 BENGALURU 23 Rajasthan 88 Noida 28 Sultanpur 1 Mudhol 5 Andhra Pradesh 37 Maharashtra 258 Tikamgarh 1 Madhya Pradesh 118 Grand Total 2340 Mumbai 130 Grand Total 136 Bhopal 32 nagpur 29 GWALIOR 45 Nashik 14 Indore 30 Navi Mumbai 28 Mau 4 Pune 57 Rajpur 7 Gujarat 152 Grand Total 940 Ahmedabad 62 Jamnagar 17 Junagadh 22 Rajkot 31 Vadodara 20 Madhya Pradesh 92 Bhopal 33 GWALIOR 15 Indore 32 Jabalpur 5 Number of Floors i... 1 Floor 2 Floors 3 Floors 4+ G+ 4+ floors G+1 Floor G+2 Floors G+3 Floors Ground Floor How many people live ... 1 2 3 4 5 6 7 8 9 10 What percentage of your roof ... <25% >75% 26-50% 51-75%
  • 6. Dashboard 35% 22% 18% 10% 10% 3% 2% St a t es i n t er est ed i n h i gh er i n v est m en t Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Andhra Pradesh Rajasthan What maximuminvestment would you be willing to make in solar? 8 19 4 4 13 4 11 5 3 11 2 2 9 2 4 2 10 3 5 2 6 1 1 1 1 1 1 1 Agra Kanpur Lucknow Mumbai Navi Mumbai Raigad Ahmedabad Junagadh Rajkot Bhopal Indore NEPANAGAR Rajpur Sultanpur UttarPradeshMaharashtraGujaratMadhyaPradesh Top 5 Cities(per state) interested in higher investment State Name Which city is your house at? What maximuminvestment would you be willing to make in solar? Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Rajasthan Andhra Pradesh St atesw ith ma x people owning most a ppliances No. of appliances owned 0 20 40 60 80 100 120 140 Agra Ghaziabad Hyderabad Lucknow Noida Mumbai nagpur Nashik Navi Mumbai Pune Ahmedabad Jamnagar Junagadh Rajkot Vadodara Bhopal GWALIOR Indore Jabalpur Rajpur UttarPradeshMaharashtraGujaratMadhyaPradesh Cities(per State) w ith ma x people owning most a ppliances State Name Which city is your house at? No. of appliances owned 38% 22% 13% 12% 9% 4% 2% P eople (per state) having n o loans Uttar Pradesh Maharashtra Karnataka Gujarat Madhya Pradesh Rajasthan Andhra Pradesh Do you have a home loan? Do you currently have an EMI for any home appliance? Ghaziabad Hyderabad Kanpur Lucknow Noida Mumbai nagpur Nashik NaviMumbai Pune Anekal Bangalore Belgaum BENGALURU Mudhol Bhopal GWALIOR Indore Mau Rajpur Uttar Pradesh Maharashtra Karnataka Madhya Pradesh Top 5 cities (per state) having no loans State Name Which city is your house at? Do you have a home loan? Do you currently have an EMI for any home appliance? Number of Floors i... 1 Floor 2 Floors 3 Floors 4+ G+ 4+ floors G+1 Floor G+2 Floors G+3 Floors Ground Floor No. of people living in t... 1 2 3 4 5 6 7 8 9 10 % of roof ready to give <25% >75% 26-50% 51-75% 36% 24% 13% 12% 9% 4%2% H ighly pr efer ed %of people Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Rajasthan Andhra Pradesh [Google] [Facebook] [Whatsapp] [Youtube]
  • 7. Analyses  Via various charts are given in the following slides.
  • 8. 35% 22% 18% 10% 10% 3% 2% St a t es i n t er est ed i n h i gh er i n v est m en t Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Andhra Pradesh Rajasthan What maximum investment would you be willing to make in solar? Chart 1  UP, Maharashtra and Gujarat are the top states willing to make an investment of either 1- 2 lac or 2 lac +.
  • 9. 8 19 4 4 13 4 11 5 3 11 2 2 9 2 4 2 10 3 5 2 6 1 1 1 1 1 1 1 Agra Kanpur Lucknow Mumbai Navi Mumbai Raigad Ahmedabad Junagadh Rajkot Bhopal Indore NEPANAGAR Rajpur Sultanpur UttarPradeshMaharashtraGujaratMadhyaPradesh T op 5 Ci ties(per st ate) i n ter ested i n h igher i nvest ment State Name Which city is your house at? What maximum investment would you be willing to make in solar? Chart 2 Cities, per state, to be explored first:- 1. Gujarat – Rajkot and Ahmedabad 2. Maharashtra – Pune & Mumbai 3. UP - Hyderabad & Lucknow
  • 10. Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Rajasthan Andhra Pradesh St atesw ith m a x people ow ning m ost a ppliances No. of appliances owned Chart 3 • Again, UP, Maharashtra & Gujarat are the states with the highest share of leads who own 5 or 6 appliances. • Hence energy requirement would be highest in these states.
  • 11. 0 20 40 60 80 100 120 140 Agra Ghaziabad Hyderabad Lucknow Noida Mumbai nagpur Nashik Navi Mumbai Pune Ahmedabad Jamnagar Junagadh Rajkot Vadodara Bhopal GWALIOR Indore Jabalpur Rajpur UttarPradeshMaharashtraGujaratMadhyaPradesh Ci t ies (per St a te) w it h m a x p eople ow n in g m ost a ppliances State Name Which city is your house at? No. of appliances owned Chart 4  Following cities should be explored 1st per state: 1. Gujarat – Ahmedabad 2. Maharashtra – Mumbai 3. UP – Hyderabad & Lucknow
  • 12. Chart 5  UP & Maharashtra are the states to be explored 1st based on the share of leads who do not have any kind of loans. 38% 22% 13% 12% 9% 4% 2% P eople (per st ate) having n o loans Uttar Pradesh Maharashtra Karnataka Gujarat Madhya Pradesh Rajasthan Andhra Pradesh Do you have a home loan? Do you currently have an EMI for any home appliance?
  • 13. Chart 6  Following cities should be explored 1st: 1. UP – Hyderabad & Lucknow 2. Maharashtra – Mumbai & Pune Ghaziabad Hyderabad Kanpur Lucknow Noida Mumbai nagpur Nashik NaviMumbai Pune Anekal Bangalore Belgaum BENGALURU Mudhol Bhopal GWALIOR Indore Mau Rajpur Uttar Pradesh Maharashtra Karnataka Madhya Pradesh Top 5 cities (per state) having no loans State Name Which city is your house at? Do you have a home loan? Do you currently have an EMI for any home appliance?
  • 14. 36% 24% 13% 12% 9% 4%2% H ighly pr efer ed % of people Uttar Pradesh Maharashtra Gujarat Karnataka Madhya Pradesh Rajasthan Andhra Pradesh [Google] [Facebook] [Whatsapp] [Youtube] Chart 7  Unanimously, for any website, UP is the state with max share of leads rating the possible sources of reaching target audience (Google, Facebook, WhatsApp, YouTube) as 5.
  • 15. Slicers 1. Number of Floors in House. 2. No. of people living in the house (including children)? 3. % of roof ready to give.
  • 16. Conclusions  The top ranking cities for expanding business are:  UP - Hyderabad & Lucknow  Maharashtra – Pune & Mumbai  Gujarat – Rajkot and Ahmedabad  MP - Indore, Bhopal & Gwalior  Karnataka – Bangalore  UP has the highest share of high websites’ usage.  Slicers ‘% of roof ready to give’ & ‘No. of people living in the house (including children)’ result in including MP & Karnataka in the top 3 states in for each factor as well.