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7 Data Analysis

Section 7.4

• sample earthquake data file

Exercises

• 7.2.15 Stop words | NLTK stop words | MySQL stop words

• 7.3.2 Sense and Sensibility (original)

• 7.4.2 SCRABBLE dictionary

• 7.4.3 Password file

• 7.4.4 World population file

• 7.4.5 Meteorite sizes

• 7.4.6 Madison temperatures

• 7.4.7 Zebra migration data

• 7.4.8 Educational attainment data

• 7.4.9 Float temperature data (source)

• 7.6.3 SAT scores

• 7.7.3 Bicycle collision data

• 7.7.4 Breast cancer data | additional information

• 7.7.5 T-shirt measurements

Online sections

• 7.5 Designing Efficient Algorithms

• 7.6 Linear Regression

• 7.7 Data Clustering

  • Bicycle collision data

Projects

• Project 7.1: Climate change
  Note: Do not open these csv files in Excel. Instead, save them directly to your hard drive.

  • Deep sea isotope data (source)
  • Antarctic ice core data (source)
  • Keeling CO2 data (source)

• Project 7.2: Does education influence unemployment?

  • Educational Attainment by Employment Status (source)

• Project 7.3: Maximizing profit

• Project 7.4: Admissions

  • SAT scores (source)

• Project 7.5: Preparing for a 100-year flood

  • Snake river peak discharge data (source)

• Project 7.6: Voting methods

  • Voting results 1 (13 votes)
  • Voting results 2 (100 votes)
  • Voting results 3 (100 votes)

• Project 7.7: Heuristics for traveling salespeople

  • 96 African cities
  • 13,509 U.S. cities with populations at least 500
  • a baseline genetic algorithm
  • Genetic algorithms for the traveling salesman problem

Further Discovery

• FiveThirtyEight

• Coriolis operational oceanography

• Electronic Frontier Foundation