<jupyter_start><jupyter_text>Introduction to jupyter-themerAn open-source project that allows you to modify the look of your notebooks.Get it fromhttps://github.com/transcranial/jupyter-themer Pandas Tables - `hovertable` Layout<jupyter_code>import numpy as np
import pandas as pd

from random import choice
df = pd.DataFrame(np.random.randn(25, 2), columns=['a', 'b'])
df['e'] = [choice(('Chicago', 'Boston', 'New York', "RALEIGH", "Raleigh", "NYC")) for i in range(df.shape[0])]
df.head(6)<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.14779270633397312, 'fraction_numerical': 0.009596928982725527, 'mean_word_length': 6.565217391304348, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 1, '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': '26380', 'license': 'MIT', 'n_tokens_mistral': 192, 'n_tokens_neox': 182, 'n_words': 50, 'path': 'Lightning-jupyter-themer.ipynb', 'repo_name': 'dtsmith2001/PyData-Atlanta', 'size': '521'}