This project will be driven by analysis and understanding of commonly encountered data patterns. Algorithmic optimizations will be considered in light of the data patterns elicited from real-world datasets.
Example Data Set:
Duke University School of Medicine
Stanford University School of Medicine
University of Kansas Medical Center
Vanderbilt University Medical Center
Harvard Medical School
Indiana University School of Medicine
Boston University School of Medicine
Creighton University School of Medicine
Johns Hopkins Medicine
Yale University School of Medicine
Example Data Set:
Citi® Platinum Select® Card
Citi® Dividend Platinum Select® Card
Citi® Simplicity Card
Citi PremierPass Card
Citi® Diamond Preferred® Rewards Card
Citi® Simplicity Rewards Card
Citi® Upromise® Card
Citi® Bronze® AAdvantage® MasterCard®
Citi® Professional(SM) Card
Citi® Driver's Edge® Platinum Select® Card
Citi® Platinum Select® AAdvantage® World MasterCard®
Example Data Set:
George David, MD
Paul Thos David, MD
Richard Danl David, MD
Victor Alexander David, MD
VA Castle OPC
Sierra Foothills Outpatient Clinic
Capitola Clinic
Chico Outpatient Clinic
Eureka Veterans Clinic
Fairfield Outpatient Clinic
Stockton Clinic
Los Angeles Ambulatory Care Center
West Los Angeles Ambulatory Care Center
Martinez Outpatient Clinic
Modesto Clinic
Anna Maria Camaya David, MD
Oakland Mental Health Clinic
Oakland Outpatient Clinic__ name freq cum.freq rank__
Redding Outpatient Clinic
McClellan Dental Clinic
McClellan Outpatient Clinic
Sacramento Mental Health Clinic
Mission Valley
VA 13th & Mission Outpatient Clinic
San Jose Clinic
Frederick Chas, MD
Santa Barbara Community Based Outpatient Clinic
Santa Rosa Clinic
Monterey Clinic
Sepulveda Ambulatory Care Center
Sonora Clinichttp://www.census.gov/genealogy/names/names_files.html
VA South Valley OPC
VA Ukiah Community Based Outpatient Clinic
Mare Island Outpatient Clinic
George David, MD
Example Data Set:
Source US Census
--------------------------------------- Variables in Names Files: name freq = Frequency in percent cum.freq = Cumulative Frequency in percent rank --------------------------------------- First ten entries in dist.all.last --------------------------------------- name freq cum.freq rank SMITH 1.006 1.006 1 JOHNSON 0.810 1.816 2 WILLIAMS 0.699 2.515 3 JONES 0.621 3.136 4 BROWN 0.621 3.757 5 DAVIS 0.480 4.237 6 MILLER 0.424 4.660 7 WILSON 0.339 5.000 8 MOORE 0.312 5.312 9 TAYLOR 0.311 5.623 10 --------------------------------------- First ten entries in dist.female.first --------------------------------------- name freq cum.freq rank MARY 2.629 2.629 1 PATRICIA 1.073 3.702 2 LINDA 1.035 4.736 3 BARBARA 0.980 5.716 4 ELIZABETH 0.937 6.653 5 JENNIFER 0.932 7.586 6 MARIA 0.828 8.414 7 SUSAN 0.794 9.209 8 MARGARET 0.768 9.976 9 DOROTHY 0.727 10.703 10 --------------------------------------- First ten entries in dist.male.first --------------------------------------- name freq cum.freq rank JAMES 3.318 3.318 1 JOHN 3.271 6.589 2 ROBERT 3.143 9.732 3 MICHAEL 2.629 12.361 4 WILLIAM 2.451 14.812 5 DAVID 2.363 17.176 6 RICHARD 1.703 18.878 7 CHARLES 1.523 20.401 8 JOSEPH 1.404 21.805 9 THOMAS 1.380 23.185 10
Barnes & Noble, Sixty 31st Avenue #BN, San Mateo, CA 94403
Bishop's Hallmark, Sixty 31st Avenue #262, San Mateo, CA 94403
Brookstone, Sixty 31st Avenue #320, San Mateo, CA 94403
Sharper Image, The, Sixty 31st Avenue #160, San Mateo, CA 94403
Things Remembered, Sixty 31st Avenue #241, San Mateo, CA 94403
Baby Gap, Sixty 31st Avenue #156, San Mateo, CA 94403
Build-A-Bear Workshop, Sixty 31st Avenue #328, San Mateo, CA 94403
Children's Place, The, Sixty 31st Avenue #394, San Mateo, CA 94403
Gap Kids, The, Sixty 31st Avenue #340, San Mateo, CA 94403
Gymboree, The, Sixty 31st Avenue #324, San Mateo, CA 94403
Kaiser Permanente Medical Center, 1150 Veterans Blvd, Redwood City, CA 94063
Kaiser Permanente Medical Center, 1154 Veterans Blvd, Redwood City, CA 94063
Administaff, 19001 Crescent Springs Drive, Kingwood, Texas 77339
Administaff, 19001 Crescent Springs Drive, Humble, Texas 77339
Redwood City, CA 94062
Emerald Hills, CA 94062
Woodside, CA 94062