Ad Hoc Data Analysis From The Unix Command Line/Preliminaries

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Formatting[edit | edit source]

These typesetting conventions will be used when presenting example interactions at the command line:

$ command argument1 argument2 argument3 
output line 1 
output line 2 
output line 3 

The "$ " is the shell prompt. What you type is shown in boldface; command output is in regular type.

Example data[edit | edit source]

I will use the following sample files in the examples.

The Unix password file[edit | edit source]

The password file can be found in /etc/passwd. Every user on the system has one line (record) in the file. Each record has seven fields separated by colon (':') characters. The fields are username, encrypted password, userid, default group, gecos, home directory and default shell. We can look at the first few lines with the head command, which prints just the first few lines of a file. Correspondingly, the tail command prints just the last few lines.

$ head -5 /etc/passwd 

Census data[edit | edit source]

The US Census releases Public Use Microdata Samples (PUMS) on its website. We will use the 1% sample of Washington state's data, the file pums_53.dat, which can be downloaded here

$ head -2 pums_53.dat 
H000011715349 53010 99979997 70 15872 639800 120020103814700280300000300409 
02040201010103020 0 0 014000000100001000 0100650020 0 0 0 0 0000 0 0 0 0 0 
05000000000004400000000010 76703521100000002640000000000
P00001170100001401000010420010110000010147030400100012005003202200000 005301000
000300530 53079 53 7602 76002020202020202200000400000000000000010005 30 53010
70 9997 99970101006100200000001047904431M 701049-20116010 520460000000001800000

Important note: The format of this data file is described in an excel spreadsheet that can be downloaded here.

Developer efficiency vs. computer efficiency[edit | edit source]

The techniques discussed here are usually extremely efficient in terms of developer time, but generally less efficient in terms of compute resources (CPU, I/O, memory). This kind of brute force and ignorance may be inelegant, but when you don't yet understand the scope of your problem, it is usually best to spend 30 seconds writing a program that will run for 3 hours than vice versa.

The online manual[edit | edit source]

The "man" command displays information about a given command (colloquially referred to as the command's "man page"). The online man pages are an extremely valuable resource; if you do any serious work with the commands presented here, you'll eventually read all their man pages top to bottom. In Unix literature the man page for a command (or function, or file) is typically referred to as command(n). The number "n" specifies a section of the manual to disambiguate entries which exist in multiple sections. So, passwd(1) is the man page for the passwd command, and passwd(5) is the man page for the passwd file. On a Linux system you ask for a certain section of the manual by giving the section number as the first argument as in "man 5 passwd". Here's what the man command has to say about itself:

$ man man 
man(1)                                                        man(1) 
       man - format and display the on-line manual pages 
       manpath - determine user's search path for man pages 

       man [-acdfFhkKtwW] [--path] [-m system] [-p string] [-C 
       config_file] [-M pathlist] [-P pager] [-S section_list] 
       [section] name ... 

       man formats and displays the on-line manual pages. If you 
       specify section, man only looks in that section of the 
       manual. name is normally the name of the manual page, 
       which is typically the name of a command, function, or 
       file. [...]

Standard Input, Standard Output, Redirection and Pipes