SlideShare a Scribd company logo
Henri Jeantet Mike Griffin and Tiffany Romain
unknowns.fr Ricoh Innovations Corporation
#STILLHUMAN
James Cridland via Flickr
Yo!Baba/LAFSforNounProject
#stillhuman : how ethnography makes sense of data @sxsw2017
Collected
automatically
through
instrumentation.
Data generated
by people’s
actions.
Not:
bytes,
infrastructure,
hardware
software,
platforms,
velocity.
torbakhopper via Flickr
Logatfer via Flickr
#stillhuman : how ethnography makes sense of data @sxsw2017
Henri: argument?
Banksy 2006
YOU CAN’T INVENT AIRBNB FROM HILTON’S
DATA
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
Share screens
and draw
together, on any
device
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
WHY DON’T PEOPLE USE THEIR SAVINGS TO COVER THEIR
OVERDRAFTS ?
Data show no correlation between household available equity and overdraft usage.
DIFFERENT KINDS OF MONEY : HOW EARNINGS ARE TRACKED
SALARY &
PENSION
GAMBLE
WINNINGS
EXTRA
S
LOAN &
DONATION
SALE
S
REN
T
REPAYMEN
T
INHERITANC
E
ENTITLEMENT
S
ALLOWANCE
MONEY’S
ORIGIN
Bibliothèque nationale de France
DIFFERENT KIND OF MONEY : HOW MONEY IS MANAGED
SAFETY
CUSHION
LIFE
EXPENSES
INSURANCE
S
PROJECTS
DEFAULT
DEPRIVATION
INVESTMENT
S
SAVINGS
FEEL GOOD
EXPENSE
GAMBLING
MONEY
MANAGEMENT
Bibliothèque nationale de France
MONEY’S ORIGIN DETERMINES ITS ALLOCATION
SAFETY
CUSHION
LIFE
EXPENSES
INSURANCES
PROJECTS
DEFAULT
DEPRIVATION
INVESTMENTS
SAVINGS
FEEL GOOD
SPENDING
GAMBLING
MONEY
MANAGEMENT
SALARY &
PENSION
GAMBLE
WINNINGS
EXTRA
S
LOAN &
DONATION
SALE
S
REN
T
REPAYMEN
T
INHERITANCE
ENTITLEMENTS
ALLOWANCE
MONEY’S
ORIGIN
Bibliothèque nationale de France
ENTITLEMENTS = OBLIGATIONS
LIFE
EXPENSES
SAFETY
CUSHION
INSURANCES
Bibliothèque nationale de France
GAMBLING = EDGES MONEY
GAMBLING FEEL GOOD
SPENDING
PROJECT
Bibliothèque nationale de France
DONATIONS = MORAL DEBT
SAFETY
CUSHION
PROJECT INVESTMENT SAVINGS
SALARY & PENSION = FREEDOM
SAFETY
CUSHION
INSURANCESLIFE
EXPENSES
GAMBLING FEEL GOOD
SPENDING
PROJECT INVESTMENT SAVINGS
Bibliothèque nationale de France
A NEW MODEL, READY FOR DATA MINING.
SAFETY
CUSHION
LIFE
EXPENSES
INSURANCES
PROJECTS
DEFAULT
DEPRIVATIO
N
INVESTMENT
S
SAVINGS
FEEL GOOD
SPENDING
GAMBLING SALARY
& PENSION
GAMBLING
WINNINGS
EXTRAS
DONATION
& LOANS
SALES
RENT
REPAYMENT
INHERITANCE
ENTITLE-
MENTS
ALLOWANCE
LIFE SITUATION
×
SKILLS
×
TRIAL & ORDEAL
RISK
PERCEPTION
+
TIME
PERCEPTION
MONEY’S ORIGIN
MONEY MANAGEMENT
FAMILIAL BACK-UP REGULAR INCOME
SELF-ENFORCED RULESMULTIPLES INFLUENCES
MONEY SOCIAL NORMS
STANDING GROUND
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
#stillhuman : how ethnography makes sense of data @sxsw2017
WHY IS IT SO HARD TO BUY GROCERIES
ONLINE ?
Andreas Gursky
YOU’LL NEVER SHOP ALONE...
YOU
SCHOOL
MEDIAS
BRANDS
RETAILERS
PARENTS
AUTHORITIES
PARTNER
SOCIAL
CIRCLE
CHILDRENS
Andreas Gursky
A JOB AT THE CROSSROAD OF CONFLICTING
REQUIREMENTS
HOUSEHOLD NEEDS
CONTINUITY
INJUNCTION
NUTRITION INVOLVEMENT
OBJECTIVE CONSTRAINTS
SKILLSTIME
OBJECTIVE
SPECS
SUSTAINABILIT
Y
BUDGETQUALITY PLEASURE
Be ready to justify every purchase
X1000
Andreas Gursky
A FULL TIME JOB, ALWAYS ON YOUR MIND
CLEANING
COOKING
MAKE A LIST
PUT
AWAY
SHOPPING
EATING
WATCHING TV
Andreas Gursky
ROUTINE, TRAINING AND SHORTCUTS
FASTENING CONVERSION MEANS HELPING PEOPLE SETTLE AND JUSTIFY.
Which will simplify the household groceries manager life.
How “groceries manager” are surviving through the process
Andreas Gursky
A NEW PERSPECTIVE FOR NEW MEASUREMENTS.
From the eCom funnel to hardship reduction
NOTHING TO SEE HERE
Andreas Gursky
What
happened?
Why?
What
else?
New
hypotheses.
grbenching via Flickr
Henri Jeantet Mike Griffin and Tiffany Romain
unknowns.fr Ricoh Innovations Corporation
#STILLHUMAN
James Cridland via Flickr

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#stillhuman : how ethnography makes sense of data @sxsw2017