b'Examining the groceries transaction file'
b'The sample market basket'
b'Association rule algorithms'
b'Antecedents and descendants'
b'Evaluating the accuracy of a rule'
b'Preparing the raw data file for analysis'
b'Analyzing the input file'
b'Scrubbing and cleaning the data'
b'Removing colors automatically'
b'Filtering out single item transactions'
b'Merging the results back into the original data'
b'Compressing descriptions using camelcase'
b'Creating the test and training datasets'
b'Creating the market basket transaction file'
b'Method two \xc3\xa2\xc2\x80\xc2\x93 Creating a physical
transactions file'
b'Converting to a document term matrix'
b'K-means clustering of terms'
b'Predicting cluster assignments'
b'Running the apriori algorithm on the clusters'
b'Summarizing the metrics'
b'References'
b'Summary'
8: Exploring Health Care Enrollment Data as a Time Series
b'Chapter 8: Exploring Health Care Enrollment Data as a Time
Series'
b'Time series data'
b'Health insurance coverage dataset'
b'Housekeeping'
b'Read the data in'
b'Subsetting the columns'
b'Description of the data'
b'Target time series variable'
b'Saving the data'
b'Determining all of the subset groups'
b'Merging the aggregate data back into the original data'
b'Checking the time intervals'
