Storytelling with Data | Cole Nussbaumer Knaflic | Talks at Google

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Talks at Google

Talks at Google

8 жыл бұрын

It’s surprisingly easy to make a confusing graph. No one sets out with that purpose, but it happens frequently-across all industries and by all sorts of well-intending people. One way to avoid this challenge is to never simply show data, but rather to tell a story with it.
Former Googler Cole Nussbaumer Knaflic teaches people how to turn data into high impact visual stories that stick with their audiences. Join this engaging session, moderated by Tina Malm and Davey Nickels, where Cole features highlights from her new book, storytelling with data: a data visualization guide for business professionals. Hear about the powerful strategies that were honed through her work on the People Analytics team and the data visualization course that Cole created at Google and taught at offices throughout the US and Europe.

Пікірлер: 106
@NewPrediction
@NewPrediction 7 жыл бұрын
Love this talk and took some notes on each of the key points I found... 00:14 - Introduction 01:35 - Cole's role in People Analyics at Google 03:56 - Overview of workshops and the book 04:31 - How to shift attention towards the story you want to tell 05:04 - How to make sure your story doesn't get lost in the data 05:53 - How to draw focus to important insights with data 07:28 - The distrinction between exploratory and explanatory analysis 08:25 - How focusing attention had an impact at Google 09:29 - The eye/brain mechanics of vision and visual communication 10:13 - Hands-on exercise: Preattentitve processing with iconic memory 11:30 - List of preattentive attributes and when to use them 13:16 - How to know if you are using preattentive attributes strategically 16:06 - Before and after example of using color as a preattentive attribute 18:30 - Converting facts into story with a fairy tale example 22:28 - Three components to consider when crafting your narative with data 23:25 - Real life example of crafting a story from survey data 29:00 - Start of Q&A session 29:48 - How life has changed for Cole after leaving Google 30:45 - Cole's inspiration for writing "Storytelling with Data" 31:16 - When to add interactivity to your data visualization (and when not to) 33:00 - How dashboards differ drastically from explanatory data visualizations 34:53 - Cole's recommended resources for storytelling with data 36:32 - What to be aware of when designing for different cultures 37:59 - Tips for creating a meaningful story from lots of different data 40:59 - Cole's most difficult part of writing "Storytelling with Data" 41:49 - The two most important things to take away from this talk 42:48 - What was Cole's favorite chapter in "Storytelling with Data" 43:41 - Why anyone that communicates with data needs "Storytelling with Data" 44:30 - Competing opinions within the data visualization community 49:00 - Why the fundamentals of data visualization probably won't change any time soon 51:20 - How organizations can "level up" storytelling with data
@farisjaafar7356
@farisjaafar7356 5 жыл бұрын
thank you. Really appreciate that
@mvincent62
@mvincent62 5 жыл бұрын
Thank you for the breakdown and the links to various points on the video. Extremely helpful.
@vijayrajkamat
@vijayrajkamat 4 жыл бұрын
god bless you man! for your comment!
@ashishsrivastava123
@ashishsrivastava123 4 жыл бұрын
Extremely Helpful
@madhusudhan1284
@madhusudhan1284 4 жыл бұрын
Thank you, saved time
@riverland0072
@riverland0072 7 жыл бұрын
The camera should have given more time for us to look at the slides while she talked about them, now I have to keep pausing the video. The talk was 100%, she is definitely good at this.
@PinikRahman
@PinikRahman 3 жыл бұрын
Came here to say this. What an Irony a talk about attention and focus in data visualization but no attention or focus can be put in the data visualization
@tj3988
@tj3988 Жыл бұрын
Camera man got it right. I enjoyed the eye candy!
@brettlevelmidnight5599
@brettlevelmidnight5599 Жыл бұрын
Her methodology and approach is exactly why I want my career to be centered around analytics
@MichaelCoffman
@MichaelCoffman 8 жыл бұрын
Excellent! Just got the book today - really looking forward to diving into this in more detail. Thanks, Cole and Google.
@arikunc0r0
@arikunc0r0 5 жыл бұрын
My favourite author! Mrs. Knaflic. She's definitely giving us the guidelines in delivering great presentation! Thanks So much. I bought your book at Periplus (one of the import bookshop in Indonesia). Very worth to read it, guys!
@wendyjones6050
@wendyjones6050 8 жыл бұрын
Great talk Cole! I very applicable information and points -- I always learn something from hearing you talk. I'm glad this was recorded and shared. The book looks beautiful. I know we have a few copies around the office; I especially look forward to reading the storytelling chapter.
@stephaniechenevert
@stephaniechenevert 8 жыл бұрын
Excellent, super useful guidance on how data can help tell your stories. No pie charts!
@NewProdigy14
@NewProdigy14 8 жыл бұрын
Tremendously helpful talk. I better tone down on the pie charts. Thanks for sharing this wisdom!
@Gameboob
@Gameboob 2 жыл бұрын
Wow this is exactly what I was looking for! And I learned something I didn't know I needed to know, when she said great visualization won't beat a lousy story. But a great story with lousy data visualization will still get the point across persuasively.
@goidejesus
@goidejesus Жыл бұрын
7 years went by and this is still brilliant!
@yellowbird54
@yellowbird54 8 жыл бұрын
Great talk! I benefit from the speech a lot ! This book is published in Taiwan too. I'm really glad I bought this book! 深入淺出,很多案例,讚一個!
@jean-luclebrun3634
@jean-luclebrun3634 4 жыл бұрын
To address the comment made that slides did not stay on the screen long enough for viewers to enjoy Cole's speech, I have gathered the ins and outs points for the before and after graphic slides. Clicking on the numbers in blue will take you straight to that frame on the video :) 4:36 >>> 5:02 5:10 >>> 5:45 6:07 >>> 6:47 12:25 >>> 12:58 15:28 >>> 15:54 16:13 >>> 16:49 23:27 >>> 25:48 Enjoy!
@PeterTremblayeh
@PeterTremblayeh 7 жыл бұрын
Great presentation and information on storytelling with data. The examples are very helpful to understand the concepts.
@DataSpinners
@DataSpinners 4 жыл бұрын
Thanks - very interesting comments on Exploratory Analysis vs Explanatory Analysis, I'd never really thought of it that way.
@sayaniboral88
@sayaniboral88 3 жыл бұрын
One of the best talks on data viz and also because its one of my passions too.
@despinagerasimidou4449
@despinagerasimidou4449 6 жыл бұрын
I really enjoyed this talk! Pretty enlightening for me. Thank you and congratulations.
@MsSpaceFunk
@MsSpaceFunk 2 жыл бұрын
I read the book before watching…great book . The video was helpful in seeing her share key lessons .
@kozzuli
@kozzuli 3 жыл бұрын
Fantastic presentation!! Thank you for sharing this with the rest of the world
@jimer634
@jimer634 2 ай бұрын
I sense her nervousness, . when this happens it is better to talk slowly, leisurely, and pause. breathe slowly and look far away or have visualize the room with you in it within the wider area whichever it is. I think she's excited to talk. also rather than just focusing on stressing out the point, stress out the words as well, this will make you sound less nervous and more confident.
@shrinivasdeshmukh6403
@shrinivasdeshmukh6403 3 жыл бұрын
Great ! Presentation even though it's 5 years old Video I think basic concepts discussed still holds true.
@iqbalsetiawan7558
@iqbalsetiawan7558 3 жыл бұрын
This kind of event that shared in free platform make me loved google and another "big" company. They enabling me as person to dig about science or whatever we called that very costly if we seek it by ourself. Thank you for sharing.
@reneoakland6663
@reneoakland6663 2 жыл бұрын
Integrates basic but powerful user design concepts with the power of storytelling. LIked the Q&A part of the video
@lindabond9307
@lindabond9307 2 жыл бұрын
28:30 Ha - attitudes have changed about how Google is viewed now ... but in any case this video was very good. Thought the dude at the beginning couldn't resist some passive aggression about his pie charts being knocked back (Cole was totally correct, dude)
@NatashaMugwe
@NatashaMugwe 2 жыл бұрын
Great insights, I really like your tips on colour, use it thoughtfully and your data should always tell a story. It's just not about beautiful visuals but it's about the story.
@anuvakolli3236
@anuvakolli3236 4 жыл бұрын
very helpful, thank you so much!!
@Unapersonanormaldemuymalacalid
@Unapersonanormaldemuymalacalid 2 жыл бұрын
Thanks Cole, You are a great inspiration for me!!!
@RAZREXE
@RAZREXE 2 жыл бұрын
super-useful tips on how data can help tell your stories, loved the presentation.
@ShahZ
@ShahZ 4 жыл бұрын
Great talk. Now I gotta read the book.
@kristinapaseru2518
@kristinapaseru2518 2 жыл бұрын
Great talk Cole, thanks for sharing !
@elitediplomacy2953
@elitediplomacy2953 7 жыл бұрын
Very Strong Presentation Skills.
@vaisybutterfly
@vaisybutterfly 8 ай бұрын
Great approach. Very engaging and simply delivered
@themercywhite
@themercywhite Жыл бұрын
I'm currently reading the book; "Storytelling with data" so seeing this workshop is perfect timing
@radlink14
@radlink14 Жыл бұрын
Did you finish the book? Did you like it?
@themercywhite
@themercywhite Жыл бұрын
@@radlink14 I did, it was a really insightful book
@David-kd4qr
@David-kd4qr 8 жыл бұрын
Very good!
@bronzeage_222
@bronzeage_222 2 жыл бұрын
Eyes are part of the brain, exposed outside of the skull. Dr. Huberman has a great talk on that topic.
@lanceanz
@lanceanz 8 жыл бұрын
Bought the Kindle book. Watched the video. I'm usually easily distracted while watching "educational" videos, even if they're about a subject dear to me. Not this time. It was also interesting to see that Googlers (Googlers?!) seem pretty much like the rest of us.
@yodhakei
@yodhakei 8 жыл бұрын
+lanceanz Me too :)
@JI9131
@JI9131 7 жыл бұрын
me too
@uploader3371
@uploader3371 6 жыл бұрын
"Googlers (Googlers?!) seem pretty much like the rest of us." hahaha, what were you expecting? Alien eyes and bald? I bet the google data scientists look more like what you were expecting. lol.
@aryaw.h1402
@aryaw.h1402 Жыл бұрын
very great presentation, i love it
@LucasRibeiro-lx8yc
@LucasRibeiro-lx8yc 2 жыл бұрын
Ela é realmente excelente
@aungkyawkyaw9114
@aungkyawkyaw9114 3 жыл бұрын
Amazing!!
@guesswho-og2wv
@guesswho-og2wv 2 жыл бұрын
Great talk .Extremely insightful.However, I would say you are also a very good example of how effective good visuals can be in catching audience's attention 😋❤
@rukam3
@rukam3 11 ай бұрын
Awesome. Watching it 7 years later. Has she done Data Viz 2.0? Probably need more dynamic/interactive data viz.
@melissas3892
@melissas3892 2 ай бұрын
The point is to use data and then apply it visually to tell the story? So why was the camera on a person speaking and so briefly focused on the graphs? Literally, she announced a graph that she was discussing. I glanced to the screen, and it was already trained back on her maddening.
@whimpypatrol5503
@whimpypatrol5503 Жыл бұрын
I do remember second grade math so well because I used to ask myself, "what is it with all these pie illustrations?" I just filtered them out so I could work the problems.
@christianmondragon1251
@christianmondragon1251 Жыл бұрын
great information
@julianerbsloeh9859
@julianerbsloeh9859 Жыл бұрын
Some really useful information there, would have been nice if the edit had given us more time looking at the slides while Cole was speaking though. Found myself pausing this a lot which sort of ruined the flow of the talk a bit.
@Flux_One
@Flux_One 2 жыл бұрын
Slow the video down to 0.75. You're welcome 😉
@pmNewGenThinking
@pmNewGenThinking 4 жыл бұрын
Pink sign & "eyes scan right and down" - is that "...in European language cultures"? - Would it be the same for cultures whose written tradition is oriented in other directions?" I've done some informal questioning for Arab users in project management specific contexts and they say they work L-R because they only do PM in an internationalised setting where the business language is English - I'd expect 'learning to read' sets a powerful learned habit as the normal-mode for scanning the visually perceived world
@jimk5307
@jimk5307 4 ай бұрын
The students and science visual comparison is good. However, you need to watch out for those who’ll change your story. For example, I could also just focus my story on the “OK” grouping and say we were soooo unsuccessful because, just look! The “OK” fell off. (Happy to note that I didn’t cover all the data points but we should all keep that in mind that someone else might try to corrupt our story.)
@SothearithKONGMrMuyKhmer
@SothearithKONGMrMuyKhmer 5 ай бұрын
That's really interesting. 😍
@laiscaldas671
@laiscaldas671 2 жыл бұрын
It's Great!!
@claude-edouardloiseau3404
@claude-edouardloiseau3404 Жыл бұрын
great!
@venkateshselvaraj8222
@venkateshselvaraj8222 7 ай бұрын
Great content! but it was not captured appropriately. most of the time, i had to pause the video when the slides were shown to understand the concept. split screen would have helped big time!
@gsnayyar
@gsnayyar 7 жыл бұрын
I don't think she was nervous as lots of comments are implying. She is pregnant and out of breath.
@jimbobbillybob
@jimbobbillybob 3 жыл бұрын
Her voice sounds like it's wavering and she's about to cry or something. I hear nervousness in her voice
@waxsantiago339
@waxsantiago339 3 жыл бұрын
@@jimbobbillybob notice that also but I guess she's just shy?
@rohitchauhan1378
@rohitchauhan1378 3 жыл бұрын
i bet myself before reading the name that comment is from India only… i win…😀🤘🏻
@nickilouhoo2018
@nickilouhoo2018 2 жыл бұрын
It is easy to become short of breath while pregnant. Too easy!!!!!
@babuganesh2000
@babuganesh2000 5 жыл бұрын
Her voice is shivering
@ajay7818
@ajay7818 Жыл бұрын
Anybody read the book?
@whimpypatrol5503
@whimpypatrol5503 Жыл бұрын
Dashboards and modern interactive data bases are drill down tools that managers like to use to keep tight control on things. Sophisticated regression tools, however, are exploratory that can be used to identify processes and dynamics. Sad, managers typically don't grasp the power of exploratory tools in the right hands.
@jessicamcgregor6750
@jessicamcgregor6750 3 жыл бұрын
Loved the take-away from the speaker. However, the camera-man needs to take lessons on "Know your audience"...Those of us watching at home lost out on some of these lessons because the camera was focused on the speaker and not focused on the areas the audience needed to see on the slides. If you need a good camera-man - I have a reference. @CactusPatchProductions, LLC
@AbhijithC
@AbhijithC 2 жыл бұрын
is it the camera man or the Editor? :-)
@uploader3371
@uploader3371 6 жыл бұрын
I got here from a Udacity course.
@SR-mv2mf
@SR-mv2mf 6 жыл бұрын
Uploader which one?
@claudee8736
@claudee8736 2 жыл бұрын
Google does have a lot to offer in terms of collecting data. Don't lose any opportunity to leverage your analysis using their resources.
@Augusto_SilvaN
@Augusto_SilvaN 7 ай бұрын
WOW
@MaxPMagee
@MaxPMagee 7 жыл бұрын
At 6:30 - Those are Bears colors- that's why any Green and Gold-blooded Packers fan would say, "yuck." :-)
@mendellauron1614
@mendellauron1614 Жыл бұрын
wowwww
@thalesferraz
@thalesferraz 2 жыл бұрын
it was soooo fast :(
@AntonZamotki
@AntonZamotki 8 жыл бұрын
damn
@rockyp3917
@rockyp3917 4 жыл бұрын
Great information. Her voice is shaking with nervousness
@branwen1386
@branwen1386 3 жыл бұрын
Or with pregnancy
@jeamjio
@jeamjio 3 жыл бұрын
ใครมาจากบัสคอม บ้าง
@dzilen
@dzilen 2 жыл бұрын
Slow down. Breathe.
@KarimBenabd
@KarimBenabd 3 ай бұрын
Amm... Amm.. Amm
@Austin-dm5bp
@Austin-dm5bp 8 жыл бұрын
Come on Googlers! Don't be so quiet! She was doing great!
@MQKhilji
@MQKhilji 2 жыл бұрын
Capitalism at its peak. This video sold me both of her books.
@sunny_vale7
@sunny_vale7 5 жыл бұрын
Maybe it is a useful talk, but for me absolutely impossible to listen to, will read the book.
@ritsworld5001
@ritsworld5001 3 жыл бұрын
Pathetic Videographer or Editor. Just dosent know when to focus on speaker and when to focus on the screen.
@sixten7920
@sixten7920 7 жыл бұрын
I really want to watch this video but her nervousness makes it hard to listen to. I know how nerve wracking it can be to speak in front of people. I hope she has gotten more comfortable with it since this presentation.
@shivkrishnajaiswal8394
@shivkrishnajaiswal8394 2 жыл бұрын
seems like speaker is having difficulty in breathing.
@katiushkaflores
@katiushkaflores 7 жыл бұрын
She is sooo nervous that I can help myself from feeling uncomfortable, besides her efforts to mentions her husband every x minutes as a poor trick to connect with the audience...
@monicavroman123
@monicavroman123 6 жыл бұрын
She is pregnant and probably has a hard time breathing since she also needs to speak up.
@dontwanttobeforcedtogoogle6636
@dontwanttobeforcedtogoogle6636 6 жыл бұрын
Your loss
@jwt242
@jwt242 8 жыл бұрын
Oh my God, she is the most boring speaker...
@larissacury7714
@larissacury7714 Жыл бұрын
Amazing!!
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