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BigCodeBench / BigCodeBench v0.1.0_hf 9e7a9094-7d87-5dd8-a8b1-6a083e1c0462

Problem

Answer published by the source. Consult the official source to check your work against its answer.

complete prompt

import re
import matplotlib.pyplot as plt
from nltk.probability import FreqDist


def task_func(example_str, top_n=30):
    """
    Extract all texts that are not enclosed in square brackets from the given string and plot 
    a frequency distribution of the words. Also return the top_n most common words in the frequency distribution
    as a dictionary.

    Parameters:
    - example_str (str): The input string.
    - top_n (int, Optional): The number of most common words to display in the frequency distribution plot. Default is 30.

    Returns:
    - Axes: A matplotlib Axes object representing the frequency distribution plot.
    - dict: A dictionary containing the top_n most common words and their frequencies.

    Requirements:
    - re
    - nltk.probability.FreqDist
    - matplotlib.pyplot

    Example:
    >>> ax, top_n_words = task_func("Josie Smith [3996 COLLEGE AVENUE, SOMETOWN, MD 21003] Mugsy Dog Smith [2560 OAK ST, GLENMEADE, WI 14098]")
    >>> type(ax)
    <class 'matplotlib.axes._axes.Axes'>
    """

instruct prompt

Extract all texts that are not enclosed in square brackets from the given string and plot a frequency distribution of the words. Also return the top_n most common words in the frequency distribution as a dictionary.
The function should output with:
    Axes: A matplotlib Axes object representing the frequency distribution plot.
    dict: A dictionary containing the top_n most common words and their frequencies.
You should write self-contained code starting with:

Code

import re
import matplotlib.pyplot as plt
from nltk.probability import FreqDist
def task_func(example_str, top_n=30):

code prompt

Code

import re
import matplotlib.pyplot as plt
from nltk.probability import FreqDist
def task_func(example_str, top_n=30):

entry point

task_func

libs

  • nltk
  • matplotlib
  • re

Discussion

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Source and history

task_id
9e7a9094-7d87-5dd8-a8b1-6a083e1c0462
task_key
default--v0~2e1~2e0~5fhf--9e7a9094-7d87-5dd8-a8b1-6a083e1c0462
task_revision_id
1
config / split
default / v0.1.0_hf

Official source

initial import