<commit_before>"""the package for clustering mobile_data
"""
import numpy as np
import pandas as pd
import sklearn.cluster as sklc
import skfuzzy.cluster as skfc
import sklearn.preprocessing as sklpp
import pymysql
import matplotlib.patches as mpatches
import matplotlib.pyplot as plt

import os
import json
import math
import decimal
import typing as tg
import sys
import time
import numbers
from pathlib import Path

__location__ = os.path.join(os.getcwd(), os.path.dirname(os.path.realpath(__file__)))
__path__ = Path(__location__)

sys.path.append(str(__path__.parent))

import Voronoi


class NumpyAndPandasEncoder(json.JSONEncoder):<commit_msg>refactor: remove unnecessary import<commit_after>"""the package for clustering mobile_data
"""
import numpy as np
import pandas as pd
import sklearn.cluster as sklc
import skfuzzy.cluster as skfc
import sklearn.preprocessing as sklpp
import pymysql
import matplotlib.pyplot as plt

import os
import json
import math
import typing as tg
import sys
import time
import numbers
from pathlib import Path

__location__ = os.path.join(os.getcwd(), os.path.dirname(os.path.realpath(__file__)))
__path__ = Path(__location__)

sys.path.append(str(__path__.parent))

import Voronoi


class NumpyAndPandasEncoder(json.JSONEncoder):
{'fraction_non_alphanumeric': 0.07092198581560284, 'fraction_numerical': 0.0, 'mean_word_length': 6.094972067039106, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1974222', 'n_tokens_mistral': 399, 'n_tokens_neox': 390, 'n_words': 130}