I have a graph as a result of executing ListPlot[]
function.
I can manually edit this graph by moving points to a different location
and also adding new points using the Drawing Tools.
How do I get the coordinates of new and changed points from the edited graphics?
I'm not sure if the following is anything like what you want,but nevertheless:
If I use ListPlot
as follows:
lp1 = Labeled[
ListPlot[Diagonal@Table[{x, y}, {x, 0, 5}, {y, 5}],
PlotStyle -> {Directive[Red, PointSize[Large]]}], "lp1"];
By double clicking on one of the red points twice to get the selection to the level of the points, I can then move the individual points, e.g., to make the points lie on a curve (rather than a straight line). I now want to extract these points (and say use them in a new ListPlot
) [see plots below]
If I click on the bracket of the plot graphic and use "Show Expression" (Command Shift E on a Mac), I can 'see' the coordinates of the modified points which may then be extracted. For example:
expr = Cell[
BoxData[GraphicsBox[{RGBColor[1, 0, 0], PointSize[Large],
PointBox[{{0., 1.}, {0.8254488458250212,
2.886651181634783}, {1.9301795383300084`,
3.925201233010209}, {3.046546974446661,
4.597525796319094}, {4., 5.}}]},
AspectRatio -> NCache[GoldenRatio^(-1), 0.6180339887498948],
Axes -> True, PlotRange -> Automatic,
PlotRangeClipping -> True]], "Input",
CellChangeTimes -> {{3.504427833788156*^9, 3.50442786823486*^9}}];
Modifying a very useful approach originally suggested by Yaroslav Bulatov, which may be found here
modpoints = Flatten[Cases[expr, PointBox[___], Infinity][[All, 1]], {{2, 1}}]
As pointed out by belisarius, it is desirable to be able to extract 'manually' added points (which may be added to the generated plot using 'point' from the Drawing Tools palette). A better way of extracting (after 'Show Expression' ...) is probably the following:
modpoints = Cases[Cases[expr, PointBox[___],
Infinity], {_?NumericQ, _?NumericQ}, Infinity]
Of course, 'Show Expression' is not the only approach.InputForm
is another possibility. For example,
expr2 = InputForm[ListPlotGraphic]
modpoints = Cases[Cases[expr, Point[___],
Infinity], {_?NumericQ, _?NumericQ}, Infinity]
where "ListPlotGraphic" is the modified graphic (inserted by 'copy and paste'), will also work.
Example plots
The above can be automated with a little notebook programming:
lp1 = Labeled[
ListPlot[Diagonal@Table[{x, y}, {x, 0, 5}, {y, 5}],
PlotStyle -> {Directive[Red, PointSize[Large]]}],
Button["Print points",
With[{nb = ButtonNotebook[]},
SelectionMove[nb, All, CellContents];
Print[Cases[NotebookRead[nb],
PointBox[{{_?NumericQ, _?NumericQ} ..}] |
PointBox[{_?NumericQ, _?NumericQ}], Infinity]]]]]
Running the above, moving the last two original (red) points and adding a couple of extra points in blue with the drawing tools then pressing the button yields
You can see that there is a single PointBox
for the original data and a new PointBox
for each of the added points. Of course, by modifying the above code, you can do more than simply print out the raw point coordinates.
This approach makes every data point a locator that can be moved. New locators can be added and old ones deleted as appropriate. The best fit and variance are updated after every change.
Here's some data of some exponential growth with some errors and a data point missing
data = Delete[Table[{t, (1 + RandomReal[{-.2, .2}])Exp[t]}, {t, 0, 2, .2}], 6];
A little formatting command:
nForm = NumberForm[#, {2, 2}, NumberPadding -> {"", "0"}] &;
Finally, here's the code to make the manipulable graphics. New locators/data points are added using Alt-Click
(or Ctrl-Alt-Click
on linux). If you click on the list of points on the left, then a new window is opened containing the points in input form.
Manipulate[
LocatorPane[Dynamic[pts, {None, Temporary, Automatic}],
nlm = Block[{a,b,t}, NonlinearModelFit[Sort[pts], a Exp[t] + b, {a, b}, t]];
Show[Plot[{Exp[t], nlm[t]}, {t, 0, 2},
PlotStyle -> {{Thick, LightGray}, Dotted}, PlotRangePadding -> Scaled[0.1]],
ListPlot[data, PlotStyle -> Blue], AxesLabel -> Block[{t,f}, {t, f[t]}]],
LocatorAutoCreate -> True, Appearance -> Style["\[CircleDot]", Red]],
{nlm, None}, {{pts, data}, None},
Dynamic[Pane[EventHandler[
nForm@Grid[Prepend[pts, {"x", "y"}], Dividers -> {False, 2 -> True}],
{"MouseClicked" :> (CreateDocument[{ExpressionCell[nlm["Data"], "Output"]},
WindowTitle -> "Data"])}], ImageSize -> {100, 250},
ImageSizeAction -> "Scrollable", Scrollbars -> {False, True}]],
Pane[Dynamic[nForm@Row@{nlm,Row[{"\tvariance = ",nlm["EstimatedVariance"]}]}]],
ControlPlacement -> {Left, Left, Left, Top}]
In the above I've used the locators to correct a couple of outliers and restored the missing data point.
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