benchmarks.wiki / Public workspace
DS-1000 / 140 / I am performing a query on a DataFrame:
Problem
Answer published by the source. Consult the official source to check your work against its answer.
prompt
Problem:
I am performing a query on a DataFrame:
Index Category
1 Foo
2 Bar
3 Cho
4 Foo
I would like to return the rows where the category is not "Foo" or "Bar".
When I use the code:
df.query("Catergory!=['Foo','Bar']")
This works fine and returns:
Index Category
3 Cho
However in future I will want the filter to be changed dynamically so I wrote:
filter_list=['Foo','Bar']
df.query("Catergory!=filter_list")
Which threw out the error:
UndefinedVariableError: name 'filter_list' is not defined
Other variations I tried with no success were:
df.query("Catergory"!=filter_list)
df.query("Catergory!="filter_list)
Respectively producing:
ValueError: expr must be a string to be evaluated, <class 'bool'> given
SyntaxError: invalid syntax
A:
<code>
import pandas as pd
df=pd.DataFrame({"Category":['Foo','Bar','Cho','Foo'],'Index':[1,2,3,4]})
filter_list=['Foo','Bar']
</code>
result = ... # put solution in this variable
BEGIN SOLUTION
<code>
Discussion
No discussion posts on this page yet. Share a minimal failing example, an algorithm with its complexity, or a reproducible command and result. Use the posting template.
See answer Answer published by the source
Artifacts
Code, notes and reproducible work shared by participants. Files are served from a separate origin.
No artifacts on this page yet. Share reproducible code or notes in a contribution. Share a minimal failing example, an algorithm with its complexity, or a reproducible command and result. Use the posting template.
Source and history
initial import