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unit: def count_vocab_frequencies()
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unit: def __init__()
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unit: def __init__()
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unit: def expander_text_duplicates()
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id: 32
unit: def calc_measures()
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unit: def prepare_logging()
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unit: def load_or_prepare_general_stats()
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unit: def load_or_prepare_zipf()
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id: 36
unit: def render()
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id: 37
unit: def load_or_prepare_vocab()
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id: 38
unit: def prepare_general_stats()
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unit: def __init__()
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unit: def prepare_labels()
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id: 41
unit: def expander_text_perplexities()
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unit: def finalize_node()
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unit: def run_DMT_processing()
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unit: def do_tokenization()
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id: 45
unit: def __init__()
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id: 46
unit: def count_words_per_sentence()
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unit: def dictionarize_info()
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unit: def get_dataset_info_dicts()
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unit: def make_embeddings()
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id: 50
unit: def _calc_zipf_counts()
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unit: def run_DMT_processing()
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id: 52
unit: def add_events()
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unit: def update()
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unit: def pull_cache_from_hub()
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unit: def calc_bias()
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unit: def _write_debug_msg()
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unit: def pass_args_to_DMT()
file: run_data_measurements.py
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unit: def update()
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id: 59
unit: def update_dataset()
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id: 60
unit: def __init__()
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id: 61
unit: def _prepare_labels()
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id: 62
unit: def _prepare_dmt_dfs()
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id: 63
unit: def _make_fids()
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id: 64
unit: def _binarize_words_in_sentence()
file: npmi/npmi.py
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id: 65
unit: def show_column()
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id: 66
unit: def update()
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id: 67
unit: def __init__()
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id: 68
unit: def render()
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id: 69
unit: def calc_PMI()
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id: 70
unit: def load_or_prepare_widgets()
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id: 71
unit: def set_defaults()
file: run_data_measurements.py
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id: 72
unit: def _info()
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id: 73
unit: def map_labels()
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id: 74
unit: def make_unique_rank_word_list()
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id: 75
unit: def _prepare_identity_terms()
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id: 76
unit: def calc_nPMI()
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id: 77
unit: def __init__()
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id: 78
unit: def compute_sentence_embeddings()
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id: 79
unit: def __init__()
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unit: def prepare_lengths()
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id: 81
unit: def main()
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id: 82
unit: def get_label_names()
file: utils/gradio_utils.py
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id: 83
unit: def load_or_prepare_text_dataset()
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id: 84
unit: def load_or_prepare_dataset()
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id: 85
unit: def load_or_prepare_tokenized_df()
file: data_measurements/dataset_statistics.py
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id: 86
unit: def _set_fit_vars()
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id: 87
unit: def load_or_prepare_avail_identity_terms()
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id: 88
unit: def load_or_prepare_dmt_results()
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id: 89
unit: def calc_nPMI()
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id: 90
unit: def output_components()
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id: 91
unit: def sentence_mean_pooling()
file: data_measurements/embeddings/embeddings.py
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id: 92
unit: def run_DMT_processing()
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id: 93
unit: def prepare_text_dset()
file: data_measurements/dataset_statistics.py
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id: 94
unit: def load_or_prepare_labels()
file: data_measurements/dataset_statistics.py
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id: 95
unit: def get_zipf_dict()
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id: 96
unit: def calc_PMI()
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id: 97
unit: def render()
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id: 98
unit: def load_truncated_dataset()
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id: 99
unit: def update_config()
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id: 100
unit: def expander_label_distribution()
file: utils/gradio_utils.py
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id: 101
unit: def load_general_stats()
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id: 102
unit: def load_or_prepare_dset_peek()
file: data_measurements/dataset_statistics.py
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id: 103
unit: def __init__()
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id: 104
unit: def load()
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id: 105
unit: def calc_fit()
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id: 106
unit: def make_fig_lengths()
file: data_measurements/lengths/lengths.py
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id: 107
unit: def pair_terms()
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id: 108
unit: def get_load_prepare_list()
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id: 109
unit: def get_ui_widgets()
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id: 110
unit: def output_components()
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id: 111
unit: def initialize_cache_hub_repo()
file: utils/dataset_utils.py
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id: 112
unit: def counter_dict_to_df()
file: utils/dataset_utils.py
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id: 113
unit: def _load_label_cache()
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id: 114
unit: def load_or_prepare_text_duplicates()
file: data_measurements/dataset_statistics.py
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id: 115
unit: def __init__()
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id: 116
unit: def _make_rank_column()
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id: 117
unit: def _write_lengths_cache()
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id: 118
unit: def _load_dmt_cache()
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id: 119
unit: def _write_dmt_cache()
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id: 120
unit: def render()
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id: 121
unit: def output_components()
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id: 122
unit: def npmi_show()
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id: 123
unit: def update()
file: widgets/dataset_description.py
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id: 124
unit: def output_components()
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id: 125
unit: def __init__()
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id: 126
unit: def _write_label_cache()
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id: 127
unit: def filter_vocab()
file: data_measurements/dataset_statistics.py
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id: 128
unit: def run_DMT_processing()
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id: 129
unit: def prepare_text_perplexities()
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id: 130
unit: def _set_xmax()
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id: 131
unit: def get_zipf_fids()
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id: 132
unit: def set_attributes()
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id: 133
unit: def load_lengths_cache()
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id: 134
unit: def __init__()
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id: 135
unit: def __init__()
file: widgets/label_distribution.py
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id: 136
unit: def add_events()
file: widgets/text_lengths.py
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size: 6 LOC
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number of parameters: 2

id: 137
unit: def update_sort_and_npmi()
file: widgets/npmi.py
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size: 6 LOC
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id: 138
unit: def render()
file: widgets/general_stats.py
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id: 139
unit: def _load_dotenv_for_cache_on_hub()
file: utils/dataset_utils.py
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size: 6 LOC
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id: 140
unit: def expander_header()
file: utils/gradio_utils.py
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size: 6 LOC
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number of parameters: 3

id: 141
unit: def make_text_embeddings()
file: data_measurements/embeddings/embeddings.py
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size: 6 LOC
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number of parameters: 1

id: 142
unit: def fast_cluster()
file: data_measurements/embeddings/embeddings.py
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size: 6 LOC
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id: 143
unit: def _get_dataset()
file: data_measurements/dataset_statistics.py
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size: 6 LOC
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id: 144
unit: def load_or_prepare_npmi()
file: data_measurements/dataset_statistics.py
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size: 6 LOC
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id: 145
unit: def calc_p_word()
file: data_measurements/dataset_statistics.py
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size: 6 LOC
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id: 146
unit: def prepare_results()
file: data_measurements/npmi/npmi.py
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size: 6 LOC
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id: 147
unit: def get_display()
file: data_measurements/npmi/npmi.py
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id: 148
unit: def set_idx_cols()
file: npmi/npmi.py
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size: 6 LOC
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id: 149
unit: def __init__()
file: widgets/duplicates.py
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id: 150
unit: def render()
file: widgets/duplicates.py
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id: 151
unit: def output_components()
file: widgets/duplicates.py
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id: 152
unit: def __init__()
file: widgets/text_lengths.py
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id: 153
unit: def __init__()
file: widgets/general_stats.py
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id: 154
unit: def get_cache_dir_naming()
file: utils/dataset_utils.py
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size: 5 LOC
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id: 155
unit: def make_hierarchical_clustering()
file: data_measurements/embeddings/embeddings.py
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size: 5 LOC
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id: 156
unit: def _load_duplicates_cache()
file: data_measurements/text_duplicates/text_duplicates.py
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size: 5 LOC
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id: 157
unit: def _write_duplicates_cache()
file: data_measurements/text_duplicates/text_duplicates.py
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size: 5 LOC
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number of parameters: 1

id: 158
unit: def get_label_filenames()
file: data_measurements/labels/labels.py
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size: 5 LOC
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number of parameters: 1

id: 159
unit: def __init__()
file: data_measurements/labels/labels.py
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size: 5 LOC
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number of parameters: 4

id: 160
unit: def get_filenames()
file: data_measurements/lengths/lengths.py
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size: 5 LOC
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id: 161
unit: def _load_identity_cache()
file: data_measurements/npmi/npmi.py
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size: 5 LOC
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id: 162
unit: def _write_term_cache()
file: data_measurements/npmi/npmi.py
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size: 5 LOC
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number of parameters: 1

id: 163
unit: def get_title()
file: app.py
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size: 4 LOC
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id: 164
unit: def update_text_length_df()
file: widgets/text_lengths.py
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size: 4 LOC
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number of parameters: 3

id: 165
unit: def __init__()
file: widgets/dataset_description.py
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size: 4 LOC
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id: 166
unit: def render()
file: widgets/dataset_description.py
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size: 4 LOC
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id: 167
unit: def write_json_as_html()
file: utils/dataset_utils.py
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size: 4 LOC
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number of parameters: 2

id: 168
unit: def rec_map_nodes()
file: data_measurements/embeddings/embeddings.py
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size: 4 LOC
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number of parameters: 2

id: 169
unit: def _prepare_duplicates()
file: data_measurements/text_duplicates/text_duplicates.py
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size: 4 LOC
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number of parameters: 2

id: 170
unit: def make_label_results_dict()
file: data_measurements/labels/labels.py
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size: 4 LOC
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number of parameters: 2

id: 171
unit: def extract_label_names()
file: data_measurements/labels/labels.py
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size: 4 LOC
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number of parameters: 3

id: 172
unit: def load_or_prepare_text_lengths()
file: data_measurements/dataset_statistics.py
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size: 4 LOC
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number of parameters: 2

id: 173
unit: def load_or_prepare_text_perplexities()
file: data_measurements/dataset_statistics.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 174
unit: def prepare_zipf()
file: data_measurements/dataset_statistics.py
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size: 4 LOC
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number of parameters: 1

id: 175
unit: def _prepare_lengths()
file: data_measurements/lengths/lengths.py
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size: 4 LOC
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number of parameters: 1

id: 176
unit: def get_filenames()
file: data_measurements/npmi/npmi.py
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size: 4 LOC
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number of parameters: 1

id: 177
unit: def display_initial_UI()
file: app.py
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size: 3 LOC
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id: 178
unit: def read_plotly()
file: utils/dataset_utils.py
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size: 3 LOC
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id: 179
unit: def write_df()
file: utils/dataset_utils.py
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size: 3 LOC
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id: 180
unit: def write_json()
file: utils/dataset_utils.py
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size: 3 LOC
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id: 181
unit: def read_json()
file: utils/dataset_utils.py
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size: 3 LOC
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id: 182
unit: def get_duplicates_filenames()
file: data_measurements/text_duplicates/text_duplicates.py
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size: 3 LOC
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number of parameters: 1

id: 183
unit: def run_DMT_processing()
file: data_measurements/npmi/npmi.py
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size: 3 LOC
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number of parameters: 1

id: 184
unit: def get_widgets()
file: app.py
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size: 2 LOC
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id: 185
unit: def add_events()
file: widgets/duplicates.py
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id: 186
unit: def output_components()
file: widgets/label_distribution.py
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id: 187
unit: def add_events()
file: widgets/label_distribution.py
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size: 2 LOC
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number of parameters: 2

id: 188
unit: def expander_npmi_description()
file: widgets/npmi.py
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size: 2 LOC
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number of parameters: 1

id: 189
unit: def add_events()
file: widgets/zipf.py
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size: 2 LOC
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number of parameters: 2

id: 190
unit: def add_events()
file: widgets/dataset_description.py
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size: 2 LOC
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id: 191
unit: def output_components()
file: widgets/dataset_description.py
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size: 2 LOC
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number of parameters: 1

id: 192
unit: def add_events()
file: widgets/general_stats.py
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size: 2 LOC
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number of parameters: 2

id: 193
unit: def render()
file: widgets/widget_base.py
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size: 2 LOC
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number of parameters: 1

id: 194
unit: def update()
file: widgets/widget_base.py
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id: 195
unit: def output_components()
file: widgets/widget_base.py
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id: 196
unit: def add_events()
file: widgets/widget_base.py
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size: 2 LOC
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number of parameters: 2

id: 197
unit: def hyphenated()
file: utils/dataset_utils.py
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size: 2 LOC
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id: 198
unit: def make_path()
file: utils/dataset_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 199
unit: def write_plotly()
file: utils/dataset_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 200
unit: def df_to_write_html()
file: utils/dataset_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 201
unit: def read_df()
file: utils/dataset_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 202
unit: def subheader()
file: utils/gradio_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 203
unit: def load_vocab()
file: data_measurements/dataset_statistics.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 204
unit: def dummy()
file: data_measurements/dataset_statistics.py
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size: 2 LOC
McCabe index: 1
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id: 205
unit: def get_df()
file: data_measurements/perplexity/perplexity.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 206
unit: def get()
file: data_measurements/tokenize.py
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size: 2 LOC
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number of parameters: 1

id: 207
unit: def get_df()
file: data_measurements/tokenize.py
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size: 2 LOC
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number of parameters: 1

id: 208
unit: def _estimate_count()
file: data_measurements/zipf/zipf.py
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size: 2 LOC
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number of parameters: 3