bbva big data projects
DESCRIPTION
Conoce los proyectos sobre Big Data en los que actualmente está trabajando BBVATRANSCRIPT
big data projects #innovachallenge marcelo soria-rodríguez [email protected] @msoriaro
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26M transactions / day
4
5
Credit access
6
7
15%
40%
Retail
9 Sector
My customers
Area
What does a retailer really know?
My customers in other
sectors & areas?
Non customers in other sectors
& areas
My customers in my sector &
area?
My customers in my sector?
My customers in my area?
Non customers in my sector?
Non customers in
my area?
Non customers in my sector &
area?
10 Sector
My customers
Area
What does a retailer really know?
Crosselling Diversification
Diversification
Loyalty
Expansion Expansion
Opening hours
New portfolio Offers
Crosselling
11
Average distance covered by Madrid customers of a given chain to purchase at stores of the chain
12
MADRILEÑOS CLIENTES
Customers of a given chain vs. general population (Madrid)
Spending categories before & after purchasing at a given chain
Urban data services
14
world
2011-2012 spending in Madrid by nationality
15
country
incoming
outgoing
balanced
16
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region
region
Spending patterns in Sant Cugat
city Balance of trade: Sant Cugat (October 1, 2011 – March 31, 2012)
Spening pattern of Sant Cugat residents when in other towns
city Commercial signature of Sant Cugat: heartbeat
neighbourhood Madrid, Gay Pride festivities
Madrid, Gay Pride
Increase 2012 vs. 2011 13,8% -0,8% 9,1% 3,7%
9,8% 4,01% 23,62% 19,48% Increase in 2011 vs .control
week in 2011
number of transactions per street, event week
Madrid Gay Pride street
comparison with control week (number of transactions)
Madrid Gay Pride