ranking

Ranking using multiple columns within groups allowing for tied ranks in Pandas

Ranking using multiple columns within groups allowing for tied ranks in Pandas Question: Intro and problem How can I rank observations within groups where the ranking is based on more than just one column and where the ranking allows for tied ranks? I know how to calculate aggregated group-level statistics using the groupby() method and …

Total answers: 1

How to find sorted 'means of indexes' of two lists?

How to find sorted 'means of indexes' of two lists? Question: The task I have is as shown. Given two lists of ints, such as: lst1 = [4,1,3,5,2] lst2 = [1,3,5,2,4] I want to get the mean of the ints indexes. For example, the int 4 will have indexes of 0 and 3, thus will …

Total answers: 2

Draw a Map of cities in python

Draw a Map of cities in python Question: I have a ranking of countries across the world in a variable called rank_2000 that looks like this: Seoul Tokyo Paris New_York_Greater Shizuoka Chicago Minneapolis Boston Austin Munich Salt_Lake Greater_Sydney Houston Dallas London San_Francisco_Greater Berlin Seattle Toronto Stockholm Atlanta Indianapolis Fukuoka San_Diego Phoenix Frankfurt_am_Main Stuttgart Grenoble Albany …

Total answers: 1

How to create an ordinal sequence column (rank) based on two columns in Pandas dataframe

How to create an ordinal sequence column (rank) based on two columns in Pandas dataframe Question: I have Amazon reviews dataset that includes reviewer_id and review_date. For each reviewer, I need to rank his reviews based on their arrival date. I will explain the problem I am facing with the example below. Reviewer aaa posted …

Total answers: 2

Python implementation of the Wilson Score Interval?

Python implementation of the Wilson Score Interval? Question: After reading How Not to Sort by Average Rating, I was curious if anyone has a Python implementation of a Lower bound of Wilson score confidence interval for a Bernoulli parameter? Asked By: Jeff Bauer || Source Answers: Reddit uses the Wilson score interval for comment ranking, …

Total answers: 7

Efficient method to calculate the rank vector of a list in Python

Efficient method to calculate the rank vector of a list in Python Question: I’m looking for an efficient way to calculate the rank vector of a list in Python, similar to R’s rank function. In a simple list with no ties between the elements, element i of the rank vector of a list l should …

Total answers: 13