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Datawiz.io use case of customer segmentation
- 1. Big Data, Big Insights
Supermarket Case
Receipt Receipt Receipt Receipt Receipt Receipt
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- 2. Thousands of receipt are printed every day
in each supermarket store
Receipt Receipt
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- 3. Supermarket got tons of data from different
cards and systems.
LOYALTY CARD COUPON CARD CREDIT CARD
1
1
0
1
0
1
0
1
0
0
1
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- 4. Before store used massive discount program
to bring client in, do upsell and earn money.
20% OFF
ON SALE
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- 5. But now many stores begin to use
BIG DATA
to gain more customer insights and increase profit
- 7. Cluster Clients Proportion (%)
1 31233 63.3
2 10807 21.9
3 3027 6.2
4 1691 3.4
5 730 1.5
6 662 1.4
7 650 1.3
8 504 1
All clients are segmented into 8 clusters
according to their purchase behavior
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- 8. It shows the high possibility of purchase
products in each clusters.
Cluster 3
3027
06 Dietary fats, mayonnaise, eggs 100%
0607 Eggs 100%
060702 Piece (trays) 100%
20 Bakery and confectionery 96.2%
16 Milk and milk products 93.9%
14 Meat and meat products 93.4%
50 Household appliances for the home 93.2%
18 Fresh vegetables, fruits, mushrooms 91.4%
5005 Bags 88.6%
2002 Products made by supermarket 88%
1802 Fresh vegetables 86.3%
01 Grocery 85.5%
31 Personal hygiene 85.5%
02 Canned Goods 84.2%
12 Soft Drinks 81.8%
03 Packed candy 80.8% 100
100
100
96.2
93.89
93.36
93.23
91.38
88.64
87.97
86.26
85.53
85.46
84.24
81.76
80.84
6 607 60702 20 16 14 50 18 5005 2002 1802 1 31 2 12 3
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- 9. Now they know
who are in which segment
and
which products they more
perfer to buy!