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/** \ingroup core | ||
* \class QgsStatisticalSummary | ||
* \brief Calculator for summary statistics for a list of doubles. | ||
* | ||
* Statistics are calculated by calling @link calculate @endlink and passing a list of doubles. The | ||
* individual statistics can then be retrieved using the associated methods. Note that not all statistics | ||
* are calculated by default. Statistics which require slower computations are only calculated by | ||
* specifying the statistic in the constructor or via @link setStatistics @endlink. | ||
* | ||
* \note Added in version 2.9 | ||
*/ | ||
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class QgsStatisticalSummary | ||
{ | ||
%TypeHeaderCode | ||
#include <qgsstatisticalsummary.h> | ||
%End | ||
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public: | ||
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//! Enumeration of flags that specify statistics to be calculated | ||
enum Statistic | ||
{ | ||
Count, //!< Count | ||
Sum, //!< Sum of values | ||
Mean, //!< Mean of values | ||
Median, //!< Median of values | ||
StDev, //!< Standard deviation of values | ||
StDevSample, //!< Sample standard deviation of values | ||
Min, //!< Min of values | ||
Max, //!< Max of values | ||
Range, //!< Range of values (max - min) | ||
Minority, //!< Minority of values | ||
Majority, //!< Majority of values | ||
Variety, //!< Variety (count of distinct) values | ||
FirstQuartile, //!< First quartile | ||
ThirdQuartile, //!< Third quartile | ||
InterQuartileRange, //!< Inter quartile range (IQR) | ||
All | ||
}; | ||
typedef QFlags<QgsStatisticalSummary::Statistic> Statistics; | ||
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/** Constructor for QgsStatisticalSummary | ||
* @param stats flags for statistics to calculate | ||
*/ | ||
QgsStatisticalSummary( QgsStatisticalSummary::Statistics stats = QgsStatisticalSummary::Statistics( 0 ) ); | ||
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virtual ~QgsStatisticalSummary(); | ||
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/** Returns flags which specify which statistics will be calculated. Some statistics | ||
* are always calculated (eg sum, min and max). | ||
* @see setStatistics | ||
*/ | ||
QgsStatisticalSummary::Statistics statistics() const; | ||
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/** Sets flags which specify which statistics will be calculated. Some statistics | ||
* are always calculated (eg sum, min and max). | ||
* @param stats flags for statistics to calculate | ||
* @see statistics | ||
*/ | ||
void setStatistics( QgsStatisticalSummary::Statistics stats ); | ||
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/** Resets the calculated values | ||
*/ | ||
void reset(); | ||
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/** Calculates summary statistics for a list of values | ||
* @param values list of doubles | ||
*/ | ||
void calculate( const QList<double>& values ); | ||
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/** Returns calculated count of values | ||
*/ | ||
int count() const; | ||
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/** Returns calculated sum of values | ||
*/ | ||
double sum() const; | ||
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/** Returns calculated mean of values | ||
*/ | ||
double mean() const; | ||
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/** Returns calculated median of values. This is only calculated if Statistic::Median has | ||
* been specified in the constructor or via setStatistics. | ||
*/ | ||
double median() const; | ||
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/** Returns calculated minimum from values. | ||
*/ | ||
double min() const; | ||
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/** Returns calculated maximum from values. | ||
*/ | ||
double max() const; | ||
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/** Returns calculated range (difference between maximum and minimum values). | ||
*/ | ||
double range() const; | ||
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/** Returns population standard deviation. This is only calculated if Statistic::StDev has | ||
* been specified in the constructor or via setStatistics. | ||
* @see sampleStDev | ||
*/ | ||
double stDev() const; | ||
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/** Returns sample standard deviation. This is only calculated if Statistic::StDev has | ||
* been specified in the constructor or via setStatistics. | ||
* @see stDev | ||
*/ | ||
double sampleStDev() const; | ||
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/** Returns variety of values. The variety is the count of unique values from the list. | ||
* This is only calculated if Statistic::Variety has been specified in the constructor | ||
* or via setStatistics. | ||
*/ | ||
int variety() const; | ||
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/** Returns minority of values. The minority is the value with least occurances in the list | ||
* This is only calculated if Statistic::Minority has been specified in the constructor | ||
* or via setStatistics. | ||
* @see majority | ||
*/ | ||
double minority() const; | ||
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/** Returns majority of values. The majority is the value with most occurances in the list | ||
* This is only calculated if Statistic::Majority has been specified in the constructor | ||
* or via setStatistics. | ||
* @see minority | ||
*/ | ||
double majority() const; | ||
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/** Returns the first quartile of the values. The quartile is calculated using the | ||
* "Tukey's hinges" method. | ||
* @see thirdQuartile | ||
* @see interQuartileRange | ||
*/ | ||
double firstQuartile() const; | ||
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/** Returns the third quartile of the values. The quartile is calculated using the | ||
* "Tukey's hinges" method. | ||
* @see firstQuartile | ||
* @see interQuartileRange | ||
*/ | ||
double thirdQuartile() const; | ||
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/** Returns the inter quartile range of the values. The quartiles are calculated using the | ||
* "Tukey's hinges" method. | ||
* @see firstQuartile | ||
* @see thirdQuartile | ||
*/ | ||
double interQuartileRange() const; | ||
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}; | ||
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QFlags<QgsStatisticalSummary::Statistic> operator|(QgsStatisticalSummary::Statistic f1, QFlags<QgsStatisticalSummary::Statistic> f2); | ||
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