<jupyter_start><jupyter_text>DescriptionMain purpose of this notebook is to apply every knowledge gained during the previous 8 courses to a real world problem.<jupyter_code>import pandas as pd
import numpy as np
print('Hello Capstone Project Course!')<jupyter_output>Hello Capstone Project Course!
{'fraction_non_alphanumeric': 0.050505050505050504, 'fraction_numerical': 0.003367003367003367, 'mean_word_length': 7.277777777777778, 'pattern_counts': {'":': 0, '<': 4, '<?xml version=': 0, '>': 4, '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}}
{'chain_length': '1', 'dir': 'jupyter-structured-clean-dedup', 'id': '164698', 'license': 'MIT', 'n_tokens_mistral': 81, 'n_tokens_neox': 78, 'n_words': 35, 'path': 'Battle of the neighborhoods.ipynb', 'repo_name': 'gantners/Capstone_ML', 'size': '297'}