annotate scripts/plot/pareto.m @ 16814:64e7bb01fce2

doc: Improve documentation for 2-D plot functions * doc/interpreter/plot.txi: Rewrite documentation around get/set. * libinterp/interpfcn/graphics.cc(Fget, Fset): Add seealso links. Add additional calling forms for get(). * scripts/plot/bar.m, scripts/plot/barh.m, scripts/plot/comet.m, scripts/plot/comet3.m, scripts/plot/contour.m, scripts/plot/contour3.m, scripts/plot/contourc.m, scripts/plot/contourf.m, scripts/plot/errorbar.m, scripts/plot/gca.m, scripts/plot/gcf.m, scripts/plot/gco.m, scripts/plot/ishghandle.m, scripts/plot/loglogerr.m, scripts/plot/pareto.m, scripts/plot/pcolor.m, scripts/plot/pie.m, scripts/plot/pie3.m, scripts/plot/plotmatrix.m, scripts/plot/plotyy.m, scripts/plot/polar.m, scripts/plot/quiver.m, scripts/plot/quiver3.m, scripts/plot/rose.m, scripts/plot/scatter.m, scripts/plot/semilogxerr.m, scripts/plot/semilogyerr.m, scripts/plot/sombrero.m, scripts/plot/stairs.m, scripts/plot/stem.m, scripts/plot/stem3.m: Improve docstrings.
author Rik <rik@octave.org>
date Sat, 22 Jun 2013 17:40:52 -0700
parents 5d3a684236b0
children eaab03308c0b
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1 ## Copyright (C) 2007-2012 David Bateman
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2 ## Copyright (C) 2003 Alberto Terruzzi
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3 ##
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4 ## This file is part of Octave.
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5 ##
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6 ## Octave is free software; you can redistribute it and/or modify it
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7 ## under the terms of the GNU General Public License as published by
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8 ## the Free Software Foundation; either version 3 of the License, or (at
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9 ## your option) any later version.
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10 ##
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11 ## Octave is distributed in the hope that it will be useful, but
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12 ## WITHOUT ANY WARRANTY; without even the implied warranty of
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13 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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14 ## General Public License for more details.
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15 ##
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16 ## You should have received a copy of the GNU General Public License
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17 ## along with Octave; see the file COPYING. If not, see
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18 ## <http://www.gnu.org/licenses/>.
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19
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20 ## -*- texinfo -*-
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21 ## @deftypefn {Function File} {} pareto (@var{x})
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22 ## @deftypefnx {Function File} {} pareto (@var{x}, @var{y})
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23 ## @deftypefnx {Function File} {} pareto (@var{h}, @dots{})
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24 ## @deftypefnx {Function File} {@var{h} =} pareto (@dots{})
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25 ## Draw a Pareto chart, also called ABC chart. A Pareto chart is a bar graph
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26 ## used to arrange information in such a way that priorities for process
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27 ## improvement can be established. It organizes and displays information
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28 ## to show the relative importance of data. The chart is similar to the
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29 ## histogram or bar chart, except that the bars are arranged in decreasing
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30 ## order from left to right along the abscissa.
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31 ##
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32 ## The fundamental idea (Pareto principle) behind the use of Pareto
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33 ## diagrams is that the majority of an effect is due to a small subset of the
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34 ## causes, so for quality improvement the first few (as presented on the
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35 ## diagram) contributing causes to a problem usually account for the majority
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36 ## of the result. Thus, targeting these "major causes" for elimination
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37 ## results in the most cost-effective improvement scheme.
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38 ##
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39 ## The data are passed as @var{x} and the abscissa as @var{y}. If @var{y} is
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40 ## absent, then the abscissa are assumed to be @code{1 : length (@var{x})}.
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41 ## @var{y} can be a string array, a cell array of strings, or a numerical
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42 ## vector.
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43 ##
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44 ## The optional return value @var{h} is a 2-element vector with a graphics
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45 ## handle for the created bar plot and a second handle for the created line
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46 ## plot.
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47 ##
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48 ## An example of the use of @code{pareto} is
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49 ##
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50 ## @example
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51 ## @group
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52 ## Cheese = @{"Cheddar", "Swiss", "Camembert", ...
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53 ## "Munster", "Stilton", "Blue"@};
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54 ## Sold = [105, 30, 70, 10, 15, 20];
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55 ## pareto (Sold, Cheese);
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56 ## @end group
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57 ## @end example
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58 ## @seealso{bar, barh, pie, plot}
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59 ## @end deftypefn
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60
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61 function h = pareto (varargin)
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62
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63 if (nargin != 1 && nargin != 2)
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64 print_usage ();
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65 endif
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66
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67 x = varargin {1}(:).';
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68 if (nargin == 2)
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69 y = varargin {2}(:).';
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70 if (! iscell (y))
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71 if (ischar (y))
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72 y = cellstr (y);
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73 else
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74 y = cellfun ("num2str", num2cell (y), "uniformoutput", false);
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75 endif
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76 endif
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77 else
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78 y = cellfun ("int2str", num2cell (1 : numel (x)),
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79 "uniformoutput", false);
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80 endif
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81
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82 [x, idx] = sort (x, "descend");
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83 y = y (idx);
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84 cdf = cumsum (x);
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85 maxcdf = max (cdf);
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86 cdf = cdf ./ maxcdf;
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87 cdf95 = cdf - 0.95;
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88 idx95 = find (sign (cdf95(1:end-1)) != sign (cdf95(2:end)))(1);
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89
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90 [ax, hbar, hline] = plotyy (1 : idx95, x (1 : idx95),
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91 1 : length (cdf), 100 .* cdf,
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92 @bar, @plot);
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93
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94 axis (ax(1), [1 - 0.6, idx95 + 0.6, 0, maxcdf]);
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95 axis (ax(2), [1 - 0.6, idx95 + 0.6, 0, 100]);
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96 set (ax(2), "ytick", [0, 20, 40, 60, 80, 100],
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97 "yticklabel", {"0%", "20%", "40%", "60%", "80%", "100%"});
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98 set (ax(1), "xtick", 1 : idx95, "xticklabel", y (1: idx95));
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99 set (ax(2), "xtick", 1 : idx95, "xticklabel", y (1: idx95));
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100
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101 if (nargout > 0)
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102 h = [hbar; hline];
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103 endif
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104
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105 endfunction
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106
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107
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108 %!demo
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109 %! clf;
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110 %! colormap (jet (64));
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111 %! Cheese = {'Cheddar', 'Swiss', 'Camembert', 'Munster', 'Stilton', 'Blue'};
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112 %! Sold = [105, 30, 70, 10, 15, 20];
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113 %! pareto (Sold, Cheese);
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114
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115 %!demo
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116 %! clf;
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117 %! % Suppose that we want establish which products makes 80% of turnover.
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118 %! Codes = {'AB4','BD7','CF8','CC5','AD11','BB5','BB3','AD8','DF3','DE7'};
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119 %! Value = [2.35 7.9 2.45 1.1 0.15 13.45 5.4 2.05 0.85 1.65]';
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120 %! SoldUnits = [54723 41114 16939 1576091 168000 687197 120222 168195, ...
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121 %! 1084118 55576]';
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122 %! pareto (Value.*SoldUnits, Codes);
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123