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BigCodeBench / BigCodeBench v0.1.0_hf f406acc4-945a-5093-98f6-4cb7bd485ce6
Problem
Answer published by the source. Consult the official source to check your work against its answer.
complete prompt
import pandas as pd
import seaborn as sns
def task_func(data='/path/to/data.csv', emp_prefix='EMP'):
"""
Load a CSV file into a DataFrame, filter the lines in which the employee ID begins with a prefix, and draw a histogram of its age.
Parameters:
- data (str): The path to the data file. Default is '/path/to/data.csv'.
- emp_prefix (str): The prefix of the employee IDs. Default is 'EMP$$'.
Returns:
- DataFrame: A pandas DataFrame with the filtered data, containing the columns 'Employee ID' and 'Age'.
- Axes: A histogram plot of the 'Age' column of the filtered data.
Requirements:
- pandas
- seaborn
Example:
>>> df, ax = task_func()
>>> print(df)
"""
instruct prompt
Load a CSV file into a DataFrame, filter the lines in which the employee ID begins with a prefix, and draw a histogram of its age.
The function should output with:
DataFrame: A pandas DataFrame with the filtered data, containing the columns 'Employee ID' and 'Age'.
Axes: A histogram plot of the 'Age' column of the filtered data.
You should write self-contained code starting with:
Code
import pandas as pd
import seaborn as sns
def task_func(data='/path/to/data.csv', emp_prefix='EMP'):
code prompt
Code
import pandas as pd
import seaborn as sns
def task_func(data='/path/to/data.csv', emp_prefix='EMP'):
entry point
task_func
libs
- pandas
- seaborn
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initial import