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TIPS & TRICKS
Insights from my InternshipAnindra Iswara
Brief
• Bachelor of Information Technology Bachelor of Information Technology Bachelor of Information Technology Bachelor of Information Technology
University of Queensland and Universitas Indonesia
• Masters of Computer ScienceMasters of Computer ScienceMasters of Computer ScienceMasters of Computer Science
University of Queensland
• SAS Work Placement Program SAS Work Placement Program SAS Work Placement Program SAS Work Placement Program
Metacoda
My Project
NSW Crime Data – open data
US Vaccine Data – open data
Dec Jan Feb
SAS® Data Integration Studio 4.7
SAS® Enterprise Guide® 6.1
SAS® Visual Analytics 6.3
SAS® Enterprise Miner and Text Miner 12.3
1. SAS® Data Integration Studio
Point and click transpose node
1. SAS® Data Integration Studio
Ensure flows order
2. SAS® Enterprise Guide®
Continuously verify the modified/combined data
• Summary Statistics task for measurements
• Line Chart for dates
• Bar Chart or One Way Frequency for category
based data.
3. SAS® Visual Analytics Ensure the data and graph property roles are set
correctly for autochart feature
4. SAS® Enterprise Miner and Text Miner
4. SAS® Enterprise Miner and Text Miner
Clean the text with text filter and text parsing
node before building a model
• Load stop words
• Create an abbreviation list
• Fixing spelling errors
• Properly defining synonyms
Conclusion
1.1.1.1. SAS® Data Integration StudioSAS® Data Integration StudioSAS® Data Integration StudioSAS® Data Integration Studio
Transpose node and ensure flows order
2.2.2.2. SAS® Enterprise GuideSAS® Enterprise GuideSAS® Enterprise GuideSAS® Enterprise Guide
Continuously verify the modified/combined data
3.3.3.3. SAS® Visual AnalyticsSAS® Visual AnalyticsSAS® Visual AnalyticsSAS® Visual Analytics
Ensure the data role in graph property and data property are set correctly
4.4.4.4. SAS® Enterprise Miner and Text MinerSAS® Enterprise Miner and Text MinerSAS® Enterprise Miner and Text MinerSAS® Enterprise Miner and Text Miner
Clean the text with text filter and text parsing node before building a model
Thank you!
http://au.linkedin.com/in/anindra
One Stop SAS Experience at Metacoda
http://www.metacoda.com/en/2014/02/one-stop-sas-experience
Things that Matter
http://www.metacoda.com/en/2014/02/things-that-matter
Questions?