<jupyter_start><jupyter_text>Notebook created: 2021-08-29 11:57:45  Generated from: source/01_comparison/includes/introduction.rst   If you’re new to pandas, you might want to first read through [10 Minutes to pandas](../../04_user_guide/10min.ipynbmin)to familiarize yourself with the library.As is customary, we import pandas and NumPy as follows:<jupyter_code>import pandas as pd
import numpy as np<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.08584686774941995, 'fraction_numerical': 0.05104408352668213, 'mean_word_length': 5.967741935483871, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, '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': '212485', 'license': 'BSD-3-Clause', 'n_tokens_mistral': 157, 'n_tokens_neox': 131, 'n_words': 44, 'path': '01_comparison/includes/introduction.ipynb', 'repo_name': 'olippuner/Pandas_Docu_as_Notebooks', 'size': '431'}