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The UX of Data
@calexity
lexroman.com/uxofdata
I’m lex Roman
Find me @calexity
there is a disconnect
happening
@calexity
@calexity
Product person Data person
@calexity
Product person Data person
Product

Product
product
product
@calexity
Product person Data person
data
data
data
data
@calexity
Product person Data person
gap of
confusion
@calexity
Product person Data person
gap of
confusion
marketing
strategy
design
engineering
analyst
TFW no one understands
the data
@calexity
how do people on your team
experience data?
@calexity
roles
systems
capabilities
@calexity
@calexity
roles
systems
capabilities
@calexity
wayne from marketing
I wonder how many
people do x,y,z
@calexity
wayne from marketing
but I don’t know
who can help. I
guess I’ll just
make something up
and suck at my job.
data science
@calexity
Product
design
engineering
no clear ownership
data engineering
business analysts
marketing
of defining priorities
of choosing tools
of adding users
of the data infrastructure
Of event naming
of qa-ing data

of reporting out

of teaching others

of data integrity
Who s in charge?’
Rachel in Marketing
Or Juan in Engineering
“ Who can help me with
Google Analytics?”
“
”
one on ones
send out surveys
hold workshops
just decide yourself
better org charts

try one thing at a time

hold smaller group sessions
techniques
@calexity
wayne from marketing
score! now I know
who can help me
@calexity
roles
systems
capabilities
@calexity
i’m looking
for a thing
sophia from product
@calexity
404!

can’t find 

thing!
sophia from product
choose tools your team understands
@calexity
@calexityit doesn’t have to be this way
@calexityWHAT AM I LOOKING AT
@calexitymode analytics
yes This!
@calexityamplitude
yes also This!
@calexityamplitude
Wow!
connect data back to humanity
@calexity
Bought_item

User_Bought_item

Purchase

purchased_dress

Purchase_dress

Checkout
Checked-out
completed_purchase
PurchaseCompleted
checkout.complete
User_Clicked

User.Bought

Bought_item

User_Bought_item

purchased_dress

Purchase_dress

Checkout
Checked-out
humanize naming
conventions
searched_Experiences
selected_experience
Viewed_dates
@calexity
Put definitions and instructions
where people are looking
@calexity
preach!
@calexity
sophia from product
hooray!
found the

thing!
@calexity
roles
systems
capabilities
@calexity
gerald from design
I’m just not a
numbers person
a team that understands data makes
data-informed decisions
@calexity
teach
slack messages
blog posts
tutorials
chart reviews
lunchtalks
@calexity
Treehouse Online
Treehouse Online
Workshop
@calexity
what is this chart?
where is the data coming from?
why did this go up?

why did that go down?
Is this the right view?
is this the best time period?
what’s changed?
what are we missing?
Who should we invite to look at this?
is everyone looking at the same thing?
how does this help get us close to our goals?

are we sure all these events are firing?

what do we know about the these people?
What do we know about the those people?

what else do we need to know?

what’s my name again?
encourage
questions
Help
be open and patient
record videos
pair people up
hold office hours
use slack channels
@calexity
@calexity
gerald from design
wow! I can see
the impact of my
work!
it’s up to us to fill the
gap of confusion
@calexity
@calexity
Product person Data person
marketing
strategy
design
engineering
analyst
gap of confusion
empower understanding with
@calexity@calexity
a better data experience
@calexity
Product person Data person
marketing
strategy
design
engineering
analyst
clear roles
intuitive systems
capable team
@calexity@calexity
(literally everyone
at your company)
I feel so
empowered! 

I know how to
use data!
thank you
lexroman.com/uxofdata
The UX of Data
@calexity

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Backstage 2019 - The UX of Data - Lex Roman