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The UX of Data @calexity Synapse

Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

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Page 1: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

The UX of Data@calexity

Synapse

Page 2: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

lexroman.com/uxofdata

Page 3: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 4: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

I’m lex Roman

Page 5: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

I’m lex Roman

Find me @calexity

Page 6: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 7: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

there is a disconnecthappening

@calexity

Page 8: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

Page 9: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

ProductProduct product product

Page 10: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

data data data data

Page 11: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

gap of confusion

Page 12: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

gap of confusion

marketing

strategy

designengineering

analyst

Page 13: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 14: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

TFW no one understands the data

@calexity

Page 15: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

how do people on your team experience data?

@calexity

Page 16: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

roles

systems

capabilities

@calexity

Page 17: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

roles

systems

capabilities

Page 18: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

wayne from marketing

I wonder how many people do x,y,z

Page 19: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@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.

Page 20: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

data science

@calexity

Product

designengineering

no clear ownership

data engineering

business analysts

marketing

Page 21: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

of defining priorities of choosing tools of adding users of the data infrastructure Of event naming of qa-ing dataof reporting outof teaching othersof data integrity

Who s in charge?’

Page 22: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

Rachel in Marketing Or Juan in Engineering

“ Who can help me with Google Analytics?”

“”

Page 23: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

one on ones send out surveys hold workshops just decide yourself better org chartstry one thing at a timehold smaller group sessions

techniques

Page 24: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

wayne from marketing

score! now I know who can help me

Page 25: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

roles

systems

capabilities

Page 26: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

i’m looking for a thing

sophia from product

Page 27: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 28: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

404!can’t find

thing!

sophia from product

Page 29: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

choose tools your team understands

@calexity

Page 30: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexityit doesn’t have to be this way

Page 31: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexityWHAT AM I LOOKING AT

Page 32: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexitymode analytics

yes This!

Page 33: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexityamplitude

yes also This!

Page 34: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexityamplitude

Wow!

Page 35: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

connect data back to humanity

@calexity

Page 36: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

User.BoughtBought_itemUser_Bought_itemPurchasepurchased_dressPurchase_dressCheckout Checked-out completed_purchase PurchaseCompleted checkout.complete User_ClickedUser.BoughtBought_itemUser_Bought_itempurchased_dressPurchase_dressCheckout Checked-out

humanize naming conventions

Page 37: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

searched_Experiences

selected_experience

Viewed_dates

@calexity

Page 38: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

Put definitions and instructions where people are looking

@calexity

Page 39: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 40: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

preach!

Page 41: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

sophia from product

hooray! found the

thing!

Page 42: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

roles

systems

capabilities

Page 43: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

gerald from design

I’m just not a numbers person

Page 44: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

a team that understands data makes data-informed decisions

@calexity

Page 45: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 46: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

teachslack messagesblog posts

tutorials

chart reviewslunchtalks

@calexity

Page 47: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

Treehouse Online

Treehouse Online

Workshop

Page 48: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences
Page 49: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Page 50: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

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

Page 51: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

Helpbe open and patient

record videos

pair people up

hold office hoursuse slack channels

@calexity

Page 52: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

gerald from design

wow! I can see the impact of my

work!

Page 53: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

it’s up to us to fill the gap of confusion

@calexity

Page 54: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

marketing

strategy

designengineering

analyst

gap of confusion

Page 55: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

empower understanding with

@calexity@calexity

a better data experience

Page 56: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity

Product person Data person

marketing

strategy

designengineering

analyst

clear roles

intuitive systems

capable team

Page 57: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

@calexity@calexity

(literally everyone at your company)

I feel so empowered!

I know how to use data!

Page 58: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

thank you

Page 59: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

lexroman.com/uxofdata

Page 60: Synapse The UX of Data · 2020-05-06 · try one thing at a time ... User.Bought Bought_item ... Purchase_dress Checkout Checked-out humanize naming conventions. searched_Experiences

The UX of Data@calexity

Synapse