Introducing Big Data and Visualization Tools in Business ... · Introducing Big Data and...
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Introducing Big Data and Visualization Tools in Business Education
Mark Frydenberg
Bentley University,
Waltham, MA
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Download the Demos
• http://cis.bentley.edu/mfrydenberg (and look for the NBEA 2015 blog post)
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Digital Literacy Current Topics
ComputersOperating
System Basics
Input and Output Devices
Internet
Cloud Computing
Wireless Networking
World Wide Web
Software and Apps
Security and Privacy
Mobile Devices
Databases Storage
Word Excel PowerPoint
Big Data
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Big Data
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Tech Trends Enable Big Data
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3 V's
• Volume - amount of data is larger than those conventional relational database infrastructures can handle
• Velocity - the rate at which data is generated, processed and analyzed in (real) time
• Variety – data formats are unstructured and inconsistent
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Volume: How Big is Big Data?
http://www.alphasixcorp.com/images/big-data-infograph.jpg
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Yottabyte?
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A Variety of Big Data Sources
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McKinsey&Company Report 2011)
• Data is part of every industry and business function.
• Data creates value.
• Big data becomes a basis of competition and growth.
• Some sectors will achieve greater gains.
• Shortage of people with analytical skills.
• Need policies related to privacy, security, ownership.
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Great Datasets Tell Great Stories – http://gs.statcounter.com
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Twitter Reverb
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Wolfram Alpha Facebook Report
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Visualizations
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socilab.com
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Google BigQuery Demo
(You can download steps from http://cis.Bentley.edu/mfrydenberg)
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http://bigquery.cloud.google.com
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Turn on BigQuery
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Sample Public Databases
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Shakespeare Database
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Google BigQuery
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A More Complex and Amusing QuerySELECT title,
sum (num_characters) as num_characters
FROM [publicdata:samples.wikipedia]
WHERE
regexp_match(title, r'^G.*o.*o.*g.*l.*e$') and not (title contains 'Google')
GROUP BY title
ORDER BY num_characters DESC
LIMIT 1000
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Natality Database Query
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Download BigQuery Connector
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Excel with BigQuery Connector
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Data imported from BigQuery
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Analysis with Pivot Table and Spark lines