File:City of Ottawa tree inventory trunk diameter histogram.svg
Original file (SVG file, nominally 600 × 800 pixels, file size: 105 KB)
Distribution of tree breast height diameters for the City of Ottawa obtained from http://data.ottawa.ca/dataset/tree-inventory-street-trees. Ran:
cat tree-inventory.csv | cut -d, -f11 | sed 's/None/-1/g' | sort -g > tree-inventory-dbh
to get sorted list of tree diameters in centimetres with any with "None" represented as -1, then plotted the histogram using gnuplot.
- total count: 157833
cat tree-inventory-dbh | wc -l - number of trees with diameter="None": 212 (0.1%)
cat tree-inventory-dbh | grep -x "\-1" | wc -l - number of trees with diameter=0: 605 (0.4%)
cat tree-inventory-dbh | grep -x "0" | wc -l
Note: the spikes appear to be artifacts of the histogram function. Zooming on the x scale seems to cause them to settle. Function likely needs to be improved.
reset
n=100 #number of intervals
max=120. #max value
min=0. #min value
width=(max-min)/n #interval width
#function used to map a value to the intervals
hist(x,width)=width*floor(x/width)+width/2.0
set terminal svg font "Bitstream Vera Sans, 10" linewidth 1 size 600 400 #set term png #output terminal and file
set output "|cat >./dbh_histogram.svg" #set output "plot.png"
set xrange [min:max]
set yrange [-1:]
set xtics min,10,max
set boxwidth width*0.9
set style fill solid 0.5 #fillstyle
set tics out nomirror
set xlabel "Breast height diameter (cm)"
set ylabel "Frequency"
set title "Distribution of Tree Trunk Diameters"
#count and plot
plot "tree-inventory-dbh" u (hist($1,width)):(1.0) smooth freq w boxes lc rgb"black" notitle
For plotting the outliers: Note there was one tree with diameter of 5565cm that was left out of the plot.
reset
n=100 #number of intervals
max=120. #max value
min=0. #min value
width=(max-min)/n #interval width
#function used to map a value to the intervals
hist(x,width)=width*floor(x/width)+width/2.0
set terminal svg font "Bitstream Vera Sans, 10" linewidth 1 size 600 400 #set term png #output terminal and file
set output "|cat >./dbh_histogram_outliers.svg" #set output "plot.png"
set xrange [min:max]
set yrange [0:50]
set xtics min,100,max
set boxwidth width*0.9
set style fill solid 0.5 #fillstyle
set tics out nomirror
set xlabel "Breast height diameter (cm)"
set ylabel "Frequency"
set title "Distribution of Tree Trunk Diameters: The Outliers"
#count and plot
plot "tree-inventory-dbh" u (hist($1,width)):(1.0) smooth freq w boxes lc rgb"black" notitle
resources:
- http://gnuplot-surprising.blogspot.ca/2011/09/statistic-analysis-and-histogram.html
- http://www.gnuplotting.org/calculating-histograms/
Note: this is embedded in the SVG file.
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| Date/Time | Thumbnail | Dimensions | User | Comment | |
|---|---|---|---|---|---|
| current | 21:16, 12 July 2017 | | 600 × 800 (105 KB) | DFyson (talk | contribs) | Distribution of tree breast height diameters for the City of Ottawa obtained from http://data.ottawa.ca/dataset/tree-inventory-street-trees. Ran: cat tree-inventory.csv | cut -d, -f11 | sed 's/None/-1/g' | sort -g > tree-inventory-dbh to get sorted l... |
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