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2 votes
1 answer
93 views

Python data entry into excel based on equality check with dataframe

My objective is to enter/type in values into Excel cells if the column names and indices match between Excel and dataframe. So, my code does the below Gets the ID values from the dataframe for each ...
The Great's user avatar
  • 245
1 vote
1 answer
104 views

How to speed up the search for matching values in a second data frame in a line-by-line iteration over a first data frame?

I have a survey response dataframe for which each survey has a code: df ...
Revolucion for Monica's user avatar
3 votes
1 answer
295 views

Web scraping international trade data

I'm trying to scrape arrival data from this website. My script takes extremely long time to scrape the data. Is there any way I can speed up the scraping process? Here's my script: ...
lockey's user avatar
  • 51
2 votes
1 answer
69 views

Resource reservation system

I'm using a function to determine if resources can be used again or not. This is the numpy array I'm using. ...
Mounir Hafsa's user avatar
3 votes
1 answer
121 views

Reddit bot in Python

I have created a Reddit bot that goes through an "x" amount of posts. For each post it pulls all the comments from that post into a list then a data frame and then it loops over a CSV look ...
JGProgrammer's user avatar
8 votes
3 answers
2k views

Priority based categorization using pandas/python

I have invoice and code data in the below Dataframes Invoices ...
Tommy's user avatar
  • 185
4 votes
1 answer
197 views

Multiple Pandas Ranking Operations within a Loop - Better Optimization and Performance

I have implemented the following code which works as intended. However, I would like to improve my code in terms of performance and efficiency Code in Question ...
aBiologist's user avatar
1 vote
1 answer
50 views

Pandas : Apply Merge operations from a column

I have a data frame, which contains three columns: ...
Ayodhyankit Paul's user avatar
2 votes
0 answers
67 views

How can I shorten the runtime of my simulation?

Before you read the code below, note the following explanation: I have three classes: Driver, Vehicle, and ...
grimrol123's user avatar
6 votes
1 answer
124 views

Code optimisation: Converting dataframe to numpy's ndarray

I am working with a dataframe of over 21M rows. ...
arilwan's user avatar
  • 161
1 vote
1 answer
223 views

Speeding up pandas apply

I would like to speed up pandas apply function. I have been using swifter . It currently takes about 5 mins for 200000 records using multiprocessing as below . Is there any way to speed this up ...
abhilash Dasari's user avatar
6 votes
1 answer
271 views

Match lists and get value of one column based on values of other columns from dataframe optimization

I have an input dataframe like below, where 'ID' is unique identifier, 'Signals_in_Group' is a derived field containing list of all unique 'Signal' column values present in a 'Group'. And '...
ds_Abc's user avatar
  • 61
4 votes
1 answer
168 views

Code for wireless communication work

I need some pointers on how I can speed up my code, as of now it is incredible slow for larger inputs. The way the code works is that the file Loc_Circle_50U.txt contains the true locations of 50 ...
user3656142's user avatar
2 votes
1 answer
780 views

Building optimal portfolios for all combinations of stocks

Hi I recently wrote some code in python that does the following: 1.) Pulls stock closing data from yahoo finance for x number of stock 2.) finds all possible combinations of x stocks in groups of y ...
JordanCodes's user avatar
5 votes
2 answers
425 views

Loop through group and difference lags

I have time-series data (t) that I want to loop through each t and take the difference of the previous five lags ...
Amstell's user avatar
  • 288

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