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IT Nursery > News > dataframe

dataframe

Selecting a row of pandas series/dataframe by integer index

I am curious as to why df[2] is not supported, while df.ix[2] and df[2:3] both work. In [26]: df.ix[2] Out...
  • May 2, 2022
  • 0 Comments

Filter dataframe rows if value in column is in a set list of values [duplicate]

This question already has answers here: How to filter Pandas dataframe using ‘in’ and ‘not in’ like in SQL (11 answers) Use a ...
  • May 2, 2022
  • 0 Comments

Quickly reading very large tables as dataframes

I have very large tables (30 million rows) that I would like to load as a dataframes in R. read.table() has a lot ...
  • May 1, 2022
  • 0 Comments

Create an empty data.frame

I’m trying to initialize a data.frame without any rows. Basically, I want to specify the data types for each column and name them, ...
  • May 1, 2022
  • 0 Comments

How to replace NaN values by Zeroes in a column of a Pandas Dataframe?

I have a Pandas Dataframe as below: itm Date Amount 67 420 2012-09-30 00:00:00 65211 68 421 2012-09-09 00:00:00 29424 69 421 2012-09-16 ...
  • April 30, 2022
  • 0 Comments

Drop unused factor levels in a subsetted data frame

I have a data frame containing a factor. When I create a subset of this dataframe using subset or another indexing function, a ...
  • April 30, 2022
  • 0 Comments

How to apply a function to two columns of Pandas dataframe

Suppose I have a df which has columns of 'ID', 'col_1', 'col_2'. And I define a function : f = lambda x, y ...
  • April 30, 2022
  • 0 Comments

How to get a value from a cell of a dataframe?

I have constructed a condition that extract exactly one row from my data frame: d2 = df[(df['l_ext']==l_ext) & (df['item']==item) & (df['wn']==wn) & (df...
  • April 30, 2022
  • 0 Comments

UnicodeDecodeError when reading CSV file in Pandas with Python

I’m running a program which is processing 30,000 similar files. A random number of them are stopping and producing this error… File "C:\Importer\src\dfman\importer.py", ...
  • April 30, 2022
  • 0 Comments

Constructing pandas DataFrame from values in variables gives “ValueError: If using all scalar values, you must pass an index”

This may be a simple question, but I can not figure out how to do this. Lets say that I have two variables ...
  • April 30, 2022
  • 0 Comments

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