pythonpandasdataframedata-cleaningdata-wrangling
How to subset a dataframe that with a condition on two columns
I have a dataframe and I'm trying to get a subset of it where one column is contained in a list and the other column contains a word.
Context:
The table above is a sample of the dataframe I am working with, I am trying to subset the dataframe based on names that are contained in a list. I also want to subset it further by getting texts that contained 'named'
A sample of the code I use is:
names = ['a', 'an', 'my', 'by', 'mad', 'very', 'just', 'quite', 'one', 'actually', 'life', 'light', 'officially','his', 'old', 'this', 'all','the']
archive[archive['name'].isin(names)]['text'].str.contains('named')
But the code above returns a boolean series. I am trying to get a dataframe.
Solution
Chain both conditions with & for bitwise AND:
archive[archive['name'].isin(names) & archive['text'].str.contains('named')]
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