Visual Analytics - An Interaction of Sight and Thought - JMP

More documents

Recommendations

Info

Two of the right skills • Statistical thinking • Visual thinking Two of the important skill sets that we need include statistical thinking – the ability to find the stories that live in numbers and make sense of them – and visual thinking – the ability to see meaningful patterns in number by representing and interacting with them visually.
Three modes of sensemaking Verbal A B C Complementary Numerical 1 2 3 Visual We humans developed three powerful modes of sensemaking during the course of our evolution: verbal, numerical, and visual. These modes developed separately to some degree, but evolved to work in complementary and collaborative ways.
Page 2 and 3: Visual Analytics An Interaction of
Page 4 and 5: Hurray data! Hurray technology! We
Page 6 and 7: Upon this gifted age, in its dark h
Page 8 and 9: We must tap into that steady stream
Page 10 and 11: Data analysts JMP are now sexy. Dat
Page 12 and 13: To do this we need the right skills
Page 16 and 17: What is visual thinking? Temple Gra
Page 18 and 19: We need greater balance. Modes of r
Page 20 and 21: Leonardo da Vinci For some four hun
Page 22 and 23: Complex problems require visual thi
Page 24 and 25: Tools extend our reach when they’
Page 26 and 27: Can computers replace us? Our brain
Page 28 and 29: Visualization empowers statistics.
Page 30 and 31: “I see!” There is an intimate c
Page 32 and 33: Vision is our dominant sense. 30% 7
Page 34 and 35: Trends, patterns, and exceptions co
Page 36 and 37: This visualization fails to do this
Page 38 and 39: The right balance 38 Information vi
Page 40 and 41: Many visualization tools feature de
Page 42 and 43: Bling your graph. Many software ven
Page 44 and 45: 3-D graphs are rarely useful. One o
Page 46 and 47: Even when there’s a 3 rd variable
Page 48 and 49: We don’t want to confuse people w
Page 50 and 51: Good visualizations and good visual
Page 52 and 53: This arrangement is even better yet
Page 54 and 55: Visual perception works according t
Page 56 and 57: Visual perception is not just camer
Page 58 and 59: Two essential activities • Multi-
Page 60 and 61: Data analysis requires rapid intera
Page 62 and 63: Key interactions of visual analysis
Page 64 and 65:
Shneiderman’s Mantra “Overview
Page 66 and 67:
Overview first, zoom and filter, th
Page 68 and 69:
Page 70 and 71:
Page 72 and 73:
Attention is limited. Ever saw a ma
Page 74 and 75:
Capacity = 3 or 4 chunks at a time
Page 76 and 77:
Good analysis tools augment memory
Page 78 and 79:
More dimensions through multiple vi
Page 80 and 81:
Coordinated views expand what we ca
Page 82 and 83:
Analytical challenges demand statis
Page 84 and 85:
Predictions rely on statistical mod
Page 86 and 87:
Finding and understanding the stori
Page 88 and 89:
Wisdom Knowledge Information Inform
Page 90 and 91:
O perpetual revolution of configure
Page 92 and 93:
Page 94 and 95:
show all

Visual Analytics - An Interaction of Sight and Thought - JMP

Create successful ePaper yourself

Delete template?

Save as template?