Using R: Frequency Distributions, Histograms, Scatterplots ...
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Using R: Frequency Distributions, Histograms, Scatterplots, & Line Graphs
This document describes how to accomplish the following tasks.
? Making a Frequency Table table(data)
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Here we create a frequency table from raw data imported from a .CSV file. We also see how to append
a relative and cumulative frequency table to the original frequency table.
? Making Histograms hist(data)
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Here use the hist command to make a fast and dirty histogram and demonstrate how to add some
bells and whistles.
? Making Scatterplots plot(x-data, y-data)
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Using the plot command.
? Making Line Graphs and Time Series Plot plot(time-data, y-data)
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Using the plot command when the x-values are dates.
Here we use the as.Date command to correctly read dates.
? Entering Data
? Making a Data List (vector) list-name plot(x-data,y-data,type="o") This now puts a small circle at each point and then connects the points with a line. Any type will result in the points being connected with a line. A time series graph is a line graph where the x-axis represents time. If you are doing a time series with clock time (seconds, minutes, hours), you just create a line graph with the appropriate time units on the x-axis. The tricky part is handling dates. Suppose you have your dates in an Excel spreadsheet saved as a CSV file like the one below. In this example we look at the unemployment rates from July 2008 - July 2009 (the first 12 months after the financial collapse of 2007).
The trick is to tell R how to read the date data by > data month Mon ................
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