a statistical analysis of malls(customers)

Agenda Malls Visited

About Malls

Statistical Data on Survey

Conclusion

Malls Visited Mani Square

South City Mall

Forum

Mani Square Located in Kolkata

Owned by Mani Group

Operational from June 2008

More than 250 stores

South City Mall

Located in Kolkata

Opened since January, 2008

Largest mall in Eastern India

134 stores

Forum Located in Kolkata

Owned by Rahul saraf

Opened in 2003

Statistical Analysis(Male to Female Ratio) Total Female Visitor in Manisquare : 8

Total Male Visitor in Manisquare : 10

Total Female Visitor in South City : 8

Total Male Visitor in South City : 13

Total Female Visitor in Forum : 4

Total Male Visitor in Forum : 7

Total Number Customers

Mode = Male

Ages of CustomerClass Interval Frequency(Fi) Midpoint(Xi) XiFi (Xi-X)2 Cf

0-20 13 10 130 556.96 13

20-40 21 30 630 12.96 34

40-60 10 50 500 268.96 44

60-80 6 70 420 1324.96 50

∑Fi = 50 ∑XiFi =1680 ∑(Xi-X)2=2163.84

Mean=33.6 Mode=28.42 Median=24.8Variance =(∑(Xi-X)2)/49=44.16Standard Deviation =((∑(Xi-X)2)/49) 1/2= 6.64529909 Quartile Deviation=14.4425Coefficient of Variation=Standard Deviation/mean=0.192

Age of Customer(Median using graph)

0

10

20

30

40

50

60

0- 20 20-40 40-60 60-80

MorethanLessThan

Time SpentClass Interval Frequency(Fi) Midpoint(Xi) XiFi (Xi-X)2 Cf

0--1 0 0.5 0 7.0756 0

1--2 9 1.5 13.5 2.7556 9

2--3 13 2.5 32.5 0.4356 22

3--4 18 3.5 63 0.1156 40

4--5 6 4.5 27 1.7956 46

5--6 4 5.5 22 5.4756 50

∑Fi = 50 ∑XiFi =158 ∑(Xi-X)2=17.65

Mean=3.16 Mode=3.294 Median=3.06Variance =(∑(Xi-X)2)/49=0.36Standard Deviation =((∑(Xi-X)2)/49) 1/2= 0.6Quartile Deviation=3.096Coefficient of Variation=Standard Deviation/mean=0.189

0

10

20

30

40

50

60

0-1 1--2 2--3 3--4

More Than

Less Than

Amount SpentClass Interval Frequency(Fi) Midpoint(Xi) XiFi (Xi-X)2 Cf

0-2000 28 1000 28000 2433600 28

2000-4000 11 3000 33000 193600 39

4000-6000 7 5000 35000 5953600 46

6000-8000 2 7000 14000 19713600 48

8000-10000 2 9000 18000 41473600 50

∑Fi = 50 ∑XiFi

=128000∑(Xi-X)2=17.65

Mean=2560 Mode=1217.39 Median=1000Variance =(∑(Xi-X)2)/49=1423836.735 Standard Deviation =((∑(Xi-X)2)/49) 1/2= 1193.246301 Quartile Deviation=1476.47 Coefficient of Variation=Standard Deviation/mean=0.466111836

Amount Spent(Median using graph)

0

10

20

30

40

50

60

0-2000 2000-4000 4000-6000 6000-8000 8000-10000

Less than

More than

Most Visited Shops(Top 10)

Mode = Spencer

Most Items Bought(Top 10)

02468

1012141618

Number of Items bought

Number ofItems…

Mode=Jeans

Conclusion More male customers

Age group 0f 20-40 visits mall more

Most customer spends 3.24 hrs(approx)

Most customer spend around Rs 1217

Spencer is the most visited

Jeans was the most sold item

Thank you