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How to create groupby subplots in Pandas?

I’ve got a dataframe with timeseries data of crime with a facet on offence (which looks like the format below). What I’d like to perform a groupby plot on the dataframe so that it’s possible to explore trends in crime over time. I’ve got some code which does the job, but it’s a bit clumsy and it loses the time

Python regex iteration for all combinations

I am new to regex. I am using Python 2.7 and BeautifulSoup4. I want to iterate over a particular regular expression. Required ouput : length : 5 , expression : [a-zA-Z0-9!&#%@] It should try all possible combinations e.g: [‘aaaaa’,’aaaab’,’aaaac’,…,’aaaaz’,’aaaaA’,…,’aaaaZ’,’aaaa0′,’aaaa9′,’aaaa!’,’AAA!!’] Moreover this should be possible too. If the expression is oranged{1} [‘orangea’,’oranges’]] I tried this: I realized that this is a

How to set class attribute with await in __init__

How can I define a class with await in the constructor or class body? For example what I want: or example with class body attribute: My solution (But I would like to see a more elegant way) Answer Most magic methods aren’t designed to work with async def/await – in general, you should only be using await inside the dedicated

Convert PIL Image to byte array?

I have an image in PIL Image format. I need to convert it to byte array. Now I need the roiImg as a byte array. Answer Thanks everyone for your help. Finally got it resolved!! With this i don’t have to save the cropped image in my hard disc and I’m able to retrieve the byte array from a PIL

how to use word_tokenize in data frame

I have recently started using the nltk module for text analysis. I am stuck at a point. I want to use word_tokenize on a dataframe, so as to obtain all the words used in a particular row of the dataframe. Basically, i want to separate all the words and find the length of each text in the dataframe. I know

Fetch connected nodes in a NetworkX graph

Straightforward question: I would like to retrieve all the nodes connected to a given node within a NetworkX graph in order to create a subgraph. In the example shown below, I just want to extract all the nodes inside the circle, given the name of one of any one of them. I’ve tried the following recursive function, but hit Python’s

Not able to parse a .csv file uploaded using Flask

I am trying to upload a CSV file, work on it to produce results, and write back (download) a new CSV file containing the result. I am very new to Flask and I am not able to get a “proper” csv.reader object to iterate and work upon. Here is the code so far, The terminal output being Whereas the file

Pygame Line of Sight from Fixed Position

I am currently working on a 2D game in which the player has to sneak up on a still person within a certain amount of time. There are various crates in the way (depending on which level it is), and I would like to make it so that the player can hide behind crates to sneak up on the still

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