amazeballs | Because we can never have | Social Channel Utils library
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kandi X-RAY | amazeballs Summary
because we can never have too much social.
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QUESTION
TL;DR: How can I get a subrange of a violinplot whilst keeping accurate quartile lines?
I am using seaborn violinplots to make static charts for a report, but as far as I can tell, there's no way to redraw a particular area between limits whilst retaining the 25/median/75 quartile lines of the original dataset.
Here's my example dataset as a violin. The 25/median/75 values are left side: 1.0/5.0/9.0; right side: 2.0/5.0/9.0
My data has such a long tail that all the useful info is scrunched up into a tiny area. I want to ignore (but not throw away) the tail and show a closer look at the interesting bit.
I tried to reset the ylim using ax.set(ylim=(0, upp))
, but the resultant graph is not great: it's jaggy and the inner lines don't meet the violin edge.
Is there a way to reset the y-axis limits but get a better quality result?
Next I tried to cut off the tail by dropping values from the dataset. I dropped anything over the 97th centile. The violin looks way better, but the quartile lines have been recalculated for this new dataset. They're showing a median of about 4, not 5 as per the original dataset.
I'm using inner="quartile", so the code that gets called in Seaborn is _ViolinPlotter::draw_quartiles
...ANSWER
Answered 2020-Oct-22 at 08:24W/ Thanks to @JohanC.
added gridsize=1000
to the params of the violinplot and used ax.set(ylim=(0, upp))
to resize the y-axis to show the range from 0 to upp where upp is the upper limit. Much prettier lookin' graph:
QUESTION
Non-optimization question about CPLEX Studio....
So you make your awesome OPL model in CPLEX Studio and it brilliantly solves your amazeballs problem.
Suppose you wanted to allow other users to access this model in a nice user friendly way: Basically, specify some simple parameters in a simple user interface (without having to edit code etc), then, output the solution in some arbitrary way you coded up like an Excel file, HTML report, or whatever.
1) What are the options for a user interface, without adding in too much other technology? (eg. I currently have a Java program doing exactly this, but I'd rather not rely on Java code / programmers / compiling / hosting source code etc)
2) What are the options for triggering some user friendly output, eg. in a standard format like Excel, some HTML report you coded up, or maybe just triggering a Python script, etc? (eg. I currently render them in a Java FX application on grids, charts and HTML windows, I would prefer something more lightweight and accessible, like Python etc, HTML5 output)
3) In industry, what is the typical role of CPLEX in a production environment: Is it just called by an external application (Java/.NET etc), or is CPLEX Studio used more actively?
...ANSWER
Answered 2019-Jan-26 at 15:30There are many options. You may write the model with an algebraic modeling language (AML) like OPL or a general purpose language. (GPL)
If you use OPL then you may call your model from many GPL like C++, Java, Python ...
Or you could plug that model in an existing application.
You could call OPL from Excel or DSX Python Notebook as can be read at https://www.ibm.com/developerworks/community/forums/html/topic?id=306f3ded-33b8-4d9a-8568-b4288aa64265&ps=25
See the survey I mentioned in 1. Some users use CPLEX OPL IDE in order to make decisions and simulations Other use Decision Optimization Centre : https://www.ibm.com/us-en/marketplace/ibm-decision-optimization-center Finally, some write new applications from zero or plug the model into an existing application.
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