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I had a datased that had product, price, category, and county. I used this code to count the number of products per category per county:

I'm trying to generate different boxplots that are describing the distribution of a variable for some product families and industry groups ("Production", "Trade", "Business", "Leisure & Wellbeing").

I'd like to know:

1. if there is a way to show only "Production", "Trade", "Business" and "Leisure & Wellbeing" in the subplots titles instead of having each time "industry_group = Production" and so on
2. if there is a way to raise those subplot titles a little bit from the upper border of each subplot (in the image I'm posting you can clearly see that they have no space)

Below the code I'm using and here an image to show you what I get --> Catplot Image.

What would be the best way to go about creating a multilayer json if i have an array with data like below ? The data basically comes in an array format and i am trying to create the json on the fly based on the hierarchy provided by the underscore.

So I have managed to create these sections on my web page, each with an image and some text in them. However with these boxes, the text element (eg. text-lifestyle), is not positioning correctly where I want it to go? Is there a way of fixing this please... I am trying to get each text part either to the left or right of the image, positioned in the centre of that side of the box.

This is the code for an 'About' Page on my website. I am trying to create a gap between the first element, which is the burgundy box, and the header of the page. However, every time I do that it adds white space between them? Is there anything I can do/fix without the white space issue happening?

Let's say I have a bike shops that sell various types of bikes: pro, kids, youth, leisure and any mixture. So I have a table of shops that refers/relates to a table of possible types. Now these shops also host events with the same types: events for pros, kids etc again any mixture. And so I have another table of events that also need to refer/relate to the same table of types:

I need to be able in a single quick query get a list of all bike types for a shop or event.

So I figured I'd have 3 main tables: Shops, Events, BikeTypes and two intermediate to link shops and events to bike types:

And I organized my models as:

I'm learning Clojure, all by myself and I've been working on a simple toy project to create a Kakebo (japanese budgeting tool) for me to learn. First I will work on a CLI, then an API.

Since I'm just begining, I've been able to "grok" specs, which seems to be a great tool in clojure for validation. So, my questions are:

1. People test their own written specs?
2. I tested mine like the following code. Advice on get this better?

As I understand, there are ways to automatically test functions with generative testing, but for the bare bones specs, is this sort of test a good practice?

Specs file:

I'm analyzing a time-use dataset, in which for every household member 144 columns indicate which activity they did in every 10-minute slot (i.e. from 08:00 to 08:10) and 144 columns indicate, if the partner was present at each interval and so on.

I'm trying to create two different types of variables.

1. I need to sum up the time, that one individual spent in some activities (e.g. one sum-variable for talking & eating, one for leisure) with and without the partner.

In SAS this worked with the use of arrays like this:

Using gurobipy, I am able to write my primal problem using model.write(). I also know I am able to calculate the duals with m.getAttr("Pi", m.getConstrs()). Now I am curious if, instead of writing out the dual model manually in the code, if it is possible to easily generate the dual of an LP and write it to a file just like we write the primal problem to a .lp file. Here is some toy code I am attempting to do this with, feel free to test it at your leisure: