<jupyter_start><jupyter_text>casual_inference.random_control_test> Class provide data format tools for Random Control Test- toc: True<jupyter_code>class RandomControlTest:
    def __init__(self):
        pass
    
    def report(self):
        pass
    
    def calculate_sample_size(self):
        pass
    
    def t_test(self):
        pass
    
    def chi2_test(self):
        pass
    
    def u_test(self):
        pass<jupyter_output><empty_output>
{'fraction_non_alphanumeric': 0.07236842105263158, 'fraction_numerical': 0.0021929824561403508, 'mean_word_length': 2.5153846153846153, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 6, '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': '377801', 'license': 'Apache-2.0', 'n_tokens_mistral': 149, 'n_tokens_neox': 148, 'n_words': 31, 'path': 'notebooks/casual_inference_stats_test.ipynb', 'repo_name': 'hirogen317/chamomile', 'size': '456'}