<jupyter_start><jupyter_text>Analysis<jupyter_code># Convenient jupyter setup
%load_ext autoreload
%autoreload 2
%config IPCompleter.greedy=True
# set up plotting settings for dark mode.
from jupyterthemes import jtplot
jtplot.style(theme="grade3", context="notebook", ticks=True, grid=False)<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.09937888198757763, 'fraction_numerical': 0.006211180124223602, 'mean_word_length': 10.137931034482758, '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': '505802', 'license': 'BSD-2-Clause', 'n_tokens_mistral': 123, 'n_tokens_neox': 114, 'n_words': 25, 'path': 'notebooks/vi.ipynb', 'repo_name': 'sdat2/TCI', 'size': '322'}