Mercurial > hg > octave-lyh
annotate scripts/plot/pareto.m @ 17194:c954b0a396a2
comet.m: Speed up animation by using low-level graphic commands.
* scripts/plot/comet.m: Speed up animation by using low-level graphic
commands.
author | Rik <rik@octave.org> |
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date | Mon, 05 Aug 2013 15:44:02 -0700 |
parents | 6e8c621c3496 |
children | bc924baa2c4e |
rev | line source |
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1 ## Copyright (C) 2007-2012 David Bateman |
7220 | 2 ## Copyright (C) 2003 Alberto Terruzzi |
3 ## | |
4 ## This file is part of Octave. | |
5 ## | |
6 ## Octave is free software; you can redistribute it and/or modify it | |
7 ## under the terms of the GNU General Public License as published by | |
8 ## the Free Software Foundation; either version 3 of the License, or (at | |
9 ## your option) any later version. | |
10 ## | |
11 ## Octave is distributed in the hope that it will be useful, but | |
12 ## WITHOUT ANY WARRANTY; without even the implied warranty of | |
13 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
14 ## General Public License for more details. | |
15 ## | |
16 ## You should have received a copy of the GNU General Public License | |
17 ## along with Octave; see the file COPYING. If not, see | |
18 ## <http://www.gnu.org/licenses/>. | |
19 | |
20 ## -*- texinfo -*- | |
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21 ## @deftypefn {Function File} {} pareto (@var{y}) |
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22 ## @deftypefnx {Function File} {} pareto (@var{y}, @var{x}) |
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23 ## @deftypefnx {Function File} {} pareto (@var{hax}, @dots{}) |
7220 | 24 ## @deftypefnx {Function File} {@var{h} =} pareto (@dots{}) |
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25 ## Draw a Pareto chart. |
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26 ## |
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27 ## A Pareto chart is a bar graph that arranges information in such a way |
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28 ## that priorities for process improvement can be established; It organizes |
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29 ## and displays information to show the relative importance of data. The chart |
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30 ## is similar to the histogram or bar chart, except that the bars are arranged |
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31 ## in decreasing magnitude from left to right along the x-axis. |
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32 ## |
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33 ## The fundamental idea (Pareto principle) behind the use of Pareto |
7220 | 34 ## diagrams is that the majority of an effect is due to a small subset of the |
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35 ## causes. For quality improvement, the first few contributing causes |
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36 ## (leftmost bars as presented on the diagram) to a problem usually account for |
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37 ## the majority of the result. Thus, targeting these "major causes" for |
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38 ## elimination results in the most cost-effective improvement scheme. |
7220 | 39 ## |
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40 ## Typically only the magnitude data @var{y} is present in which case |
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41 ## @var{x} is taken to be the range @code{1 : length (@var{y})}. If @var{x} |
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42 ## is given it may be a string array, a cell array of strings, or a numerical |
7220 | 43 ## vector. |
44 ## | |
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45 ## If the first argument @var{hax} is an axes handle, then plot into this axis, |
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46 ## rather than the current axes returned by @code{gca}. |
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47 ## |
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48 ## The optional return value @var{h} is a 2-element vector with a graphics |
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49 ## handle for the created bar plot and a second handle for the created line |
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50 ## plot. |
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51 ## |
7220 | 52 ## An example of the use of @code{pareto} is |
53 ## | |
54 ## @example | |
55 ## @group | |
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56 ## Cheese = @{"Cheddar", "Swiss", "Camembert", ... |
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57 ## "Munster", "Stilton", "Blue"@}; |
7220 | 58 ## Sold = [105, 30, 70, 10, 15, 20]; |
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59 ## pareto (Sold, Cheese); |
7220 | 60 ## @end group |
61 ## @end example | |
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62 ## @seealso{bar, barh, hist, pie, plot} |
7220 | 63 ## @end deftypefn |
64 | |
65 function h = pareto (varargin) | |
66 | |
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67 [hax, varargin, nargin] = __plt_get_axis_arg__ ("pareto", varargin{:}); |
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68 |
7220 | 69 if (nargin != 1 && nargin != 2) |
70 print_usage (); | |
71 endif | |
72 | |
73 x = varargin {1}(:).'; | |
74 if (nargin == 2) | |
75 y = varargin {2}(:).'; | |
76 if (! iscell (y)) | |
77 if (ischar (y)) | |
10549 | 78 y = cellstr (y); |
7220 | 79 else |
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80 y = cellfun ("num2str", num2cell (y), "uniformoutput", false); |
7220 | 81 endif |
82 endif | |
83 else | |
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84 y = cellfun ("int2str", num2cell (1 : numel (x)), |
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85 "uniformoutput", false); |
7220 | 86 endif |
87 | |
88 [x, idx] = sort (x, "descend"); | |
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89 y = y(idx); |
7220 | 90 cdf = cumsum (x); |
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91 maxcdf = max (cdf); |
7221 | 92 cdf = cdf ./ maxcdf; |
7228 | 93 cdf95 = cdf - 0.95; |
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94 idx95 = find (sign (cdf95(1:end-1)) != sign (cdf95(2:end)))(1); |
7220 | 95 |
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96 if (isempty (hax)) |
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97 [ax, hbar, hline] = plotyy (1 : idx95, x (1 : idx95), |
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98 1 : length (cdf), 100 .* cdf, |
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99 @bar, @plot); |
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100 else |
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101 [ax, hbar, hline] = plotyy (hax, 1 : idx95, x (1 : idx95), |
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102 1 : length (cdf), 100 .* cdf, |
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103 @bar, @plot); |
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104 endif |
7220 | 105 |
106 axis (ax(1), [1 - 0.6, idx95 + 0.6, 0, maxcdf]); | |
107 axis (ax(2), [1 - 0.6, idx95 + 0.6, 0, 100]); | |
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108 set (ax(2), "ytick", [0, 20, 40, 60, 80, 100], |
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109 "yticklabel", {"0%", "20%", "40%", "60%", "80%", "100%"}); |
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110 set (ax(1), "xtick", 1:idx95, "xticklabel", y(1:idx95)); |
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111 set (ax(2), "xtick", 1:idx95, "xticklabel", y(1:idx95)); |
7220 | 112 |
113 if (nargout > 0) | |
114 h = [hbar; hline]; | |
115 endif | |
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116 |
7220 | 117 endfunction |
118 | |
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119 |
7220 | 120 %!demo |
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121 %! clf; |
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122 %! colormap (jet (64)); |
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123 %! Cheese = {'Cheddar', 'Swiss', 'Camembert', 'Munster', 'Stilton', 'Blue'}; |
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125 %! pareto (Sold, Cheese); |
7220 | 126 |
127 %!demo | |
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128 %! clf; |
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129 %! % Suppose that we want establish which products makes 80% of turnover. |
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130 %! Codes = {'AB4','BD7','CF8','CC5','AD11','BB5','BB3','AD8','DF3','DE7'}; |
7220 | 131 %! Value = [2.35 7.9 2.45 1.1 0.15 13.45 5.4 2.05 0.85 1.65]'; |
132 %! SoldUnits = [54723 41114 16939 1576091 168000 687197 120222 168195, ... | |
133 %! 1084118 55576]'; | |
134 %! pareto (Value.*SoldUnits, Codes); | |
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135 |