CS代考 MIE1624H – Introduction to Data Science and Analytics Lecture 6 – Visual An

Lead Research Scientist, Financial Risk Quantitative Research, SS&C Algorithmics Adjunct Professor, University of Toronto
MIE1624H – Introduction to Data Science and Analytics Lecture 6 – Visual Analytics
University of Toronto February 22, 2022

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Visual analytics
Visual statistics of the : the

Visual analytics

Visual analytics

Visual analytics – portfolio

Historical visualization
Activity Histogram
Track Summary
Distribution of events over time
Show tracks of all objects returned from search
How long objects spent in different places

Visualization types

Visualization formatting

Visual Grids

Layout grid

Layout grid

 Dashboards

Dashboards – sales analytics

Dashboards – web-page analytics

Dashboards – marketing analytics

Spreadsheets vs. Visual Analytics

Unique Capabilities
Don’t just discover… Do something with it.
Read and Write
Change or add new data, simple import, no scripting
You are empowered to create, not just consume
What-if Scenario Model
Model new scenarios, test assumptions, optimize
Modify plans, budgets, forecasts accordingly
Predictive analytics, managed reporting, performance management

How will it help you?
• Abusinessanalysthastomanagedatafrom multiple sources.
• Datawarehouses,spreadsheets,ERPsystems
• Theanalystcancommunicatehighlevelfindingsbut wishes to make the details more accessible and useful to business users
Using Cognos Insight
• TheAnalystcanimportfilesfromlocalsourcesor corporate servers into Cognos Insight and create dashboards or plans that reflect the needs of individual or workgroup scenarios
• Allowsbusinessusersfurtheranalyzethefindingsfor themselves, using calculations, what-if, traffic lights
• Fastvisualizationselectionforbetterunderstanding
• Focusontheirparticularareasofresponsibility
• Sharefindingamongstcolleagues
• NoITassistance
Microsoft Excel
Cognos Insight
SPSS Statistics

 HR Analytics

Visual resume

Visual resume
Event-line with different sections, like Education, Experience, Projects, Achievements etc. (shown with different colors) and blocks representing an event for the corresponding section

Visual resume

Infographics

Infographics

Infographics

Other Visulizations

Do you know what are your alumni doing?

Hype cycle for emerging technologies (2021)
31 https://www.gartner.com/en/newsroom/press-releases/2021-08-23-gartner-identifies-key-emerging-technologies-spurring-innovation-through-trust-growth-and-change

Hype cycle for AI technologies (2021)
32 https://www.gartner.com/en/articles/the-4-trends-that-prevail-on-the-gartner-hype-cycle-for-ai-2021

Hype cycle for AI technologies (2020)
33 https://blogs.gartner.com/svetlana-sicular/the-hype-cycle-for-artificial-intelligence-2020-reflects-the-state-of-ai-in-the-enterprise/

Visual analytics
34 http://www.nytimes.com/imagepages/2010/05/02/business/02metrics.html

Visual analytics

Visual analytics

Visual analytics – histomap (1931)

Visual analytics – histomap (1931)

Visual analytics – histomap (1931)

 IBM Watson Analytics

IBM Watson Analytics
Quick start intuitive interface
Data discovery
Mobile- ready
Natural language dialogue
Cloud-based agility

IBM Watson Analytics
Data access and refinement
Integrated social business
Intelligent automation
Guided analytic discovery
Report and dashboard creation
Visual storytelling
Unified analytics experience

IBM Watson Analytics

IBM Watson Analytics

 Tableau (covered in Tutorial)

Power BI (covered in Tutorial)

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