Index

A

adverb_limiter() (in module features.politeness_v2_helper)

assign_chunk_nums() (in module utils.assign_chunk_nums)

B

bare_command() (in module features.politeness_v2_helper)

built_spacy_ner() (in module features.named_entity_recognition_features) burstiness() (in module features.burstiness)

C

calculate_conversation_level_features() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) calculate_ID_score() (in module features.information_diversity) calculate_info_diversity() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) calculate_named_entities() (in module features.named_entity_recognition_features) calculate_num_question_naive() (in module features.question_num) calculate_team_burstiness() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) calculate_user_level_features() (utils.calculate_user_level_features.UserLevelFeaturesCalculator method) check_embeddings() (in module utils.check_embeddings) classify_NTRI() (in module features.other_lexical_features) classify_text_dalechall() (in module features.readability) clean_text() (in module features.politeness_v2_helper) commit_data() (in module features.politeness_v2_helper) compress() (in module utils.preprocess) compute_frequency() (in module features.word_mimicry) compute_frequency_per_conv() (in module features.word_mimicry) computeTF() (in module features.word_mimicry) conjection_seperator() (in module features.politeness_v2_helper) Content_mimicry_score() (in module features.word_mimicry) Content_mimicry_score_per_conv() (in module features.word_mimicry) conv_to_float_arr() (in module features.get_all_DD_features) ConversationLevelFeaturesCalculator (class in utils.calculate_conversation_level_features) count_all_caps() (in module features.reddit_tags)

count_bullet_points() (in module features.reddit_tags) count_characters() (in module features.basic_features) count_difficult_words() (in module features.readability) count_ellipses() (in module features.reddit_tags) count_emojis() (in module features.reddit_tags) count_emphasis() (in module features.reddit_tags) count_line_breaks() (in module features.reddit_tags) count_links() (in module features.reddit_tags) count_matches() (in module features.politeness_v2_helper) count_messages() (in module features.basic_features) count_numbering() (in module features.reddit_tags) count_parentheses() (in module features.reddit_tags) count_quotes() (in module features.reddit_tags) count_responding_to_someone() (in module features.reddit_tags) count_spacy_matches() (in module features.politeness_v2_helper) count_syllables() (in module features.readability) count_turn_taking_index() (in module features.turn_taking_features) count_turns() (in module features.turn_taking_features) count_user_references() (in module features.reddit_tags) count_words() (in module features.basic_features) create_chunks() (in module utils.assign_chunk_nums) create_chunks_messages() (in module utils.assign_chunk_nums) create_cumulative_rows() (in module utils.preprocess)

D

dale_chall_helper() (in module features.readability)

F

feat_counts() (in module features.politeness_v2_helper) features.basic_features module features.burstiness module features.certainty module features.discursive_diversity module features.fflow module features.get_all_DD_features module features.get_user_network module features.hedge module features.info_exchange_zscore module features.information_diversity module features.lexical_features_v2 module features.named_entity_recognition_features module

features.other_lexical_features module features.politeness_v2 module features.politeness_v2_helper module features.question_num module features.readability module features.reddit_tags module features.temporal_features module features.textblob_sentiment_analysis module features.turn_taking_features module features.variance_in_DD module features.within_person_discursive_range module features.word_mimicry module fix_abbreviations() (in module utils.check_embeddings) function_mimicry_score() (in module features.word_mimicry)

G

generate_bert() (in module utils.check_embeddings) generate_certainty_pkl() (in module utils.check_embeddings) generate_lexicon_pkl() (in module utils.check_embeddings) generate_vect() (in module utils.check_embeddings) get_centroids() (utils.calculate_user_level_features.UserLevelFeaturesCalculator method) get_certainty() (in module features.certainty) get_content_words_in_message() (in module features.word_mimicry) get_conversation_level_aggregates() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) get_cosine_similarity() (in module features.discursive_diversity) get_dale_chall_easy_words() (in module utils.preload_word_lists) get_DD() (in module features.discursive_diversity) get_DD_features() (in module features.get_all_DD_features) get_dep_pairs() (in module features.politeness_v2_helper) get_dep_pairs_noneg() (in module features.politeness_v2_helper) get_discursive_diversity_features() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) get_first_person_words() (in module utils.preload_word_lists) get_forward_flow() (in module features.fflow) get_function_words() (in module utils.preload_word_lists) get_function_words_in_message() (in module features.word_mimicry) get_gini() (in module utils.gini_coefficient) get_gini_features() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) get_info_diversity() (in module features.information_diversity) get_info_exchange_wordcount() (in module features.info_exchange_zscore) get_liwc_count() (in module features.lexical_features_v2) get_max() (in module utils.summarize_features) get_mean() (in module utils.summarize_features) get_median() (in module utils.summarize_features) get_mimicry_bert() (in module features.word_mimicry) get_min() (in module utils.summarize_features) get_moving_mimicry() (in module features.word_mimicry) get_nan_vector() (in module features.within_person_discursive_range) (in module utils.check_embeddings)

get_polarity_score() (in module features.textblob_sentiment_analysis) get_politeness_v2() (in module features.politeness_v2) get_proportion_first_pronouns() (in module features.other_lexical_features) get_question_words() (in module utils.preload_word_lists) get_sentiment() (in module utils.check_embeddings) get_stdev() (in module utils.summarize_features) get_subjectivity_score() (in module features.textblob_sentiment_analysis) get_sum() (in module utils.summarize_features) get_team_burstiness() (in module features.burstiness) get_time_diff() (in module features.temporal_features) get_time_diff_startend() (in module features.temporal_features) get_turn() (in module features.turn_taking_features) get_turn_id() (in module utils.preprocess) get_turn_taking_features() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) get_unique_pairwise_combos() (in module features.discursive_diversity) get_user_level_aggregates() (utils.calculate_conversation_level_features.ConversationLevelFeaturesCalculator method) get_user_level_summary_statistics_features() (utils.calculate_user_level_features.UserLevelFeaturesCalculator method) get_user_level_summed_features() (utils.calculate_user_level_features.UserLevelFeaturesCalculator method) get_user_max_dataframe() (in module utils.summarize_features) get_user_mean_dataframe() (in module utils.summarize_features) get_user_median_dataframe() (in module utils.summarize_features) get_user_min_dataframe() (in module utils.summarize_features) get_user_network() (in module features.get_user_network) (utils.calculate_user_level_features.UserLevelFeaturesCalculator method) get_user_stdev_dataframe() (in module utils.summarize_features) get_user_sum_dataframe() (in module utils.summarize_features) get_variance_in_DD() (in module features.variance_in_DD) get_within_person_disc_range() (in module features.within_person_discursive_range) get_word_TTR() (in module features.other_lexical_features) get_zscore_across_all_chats() (in module utils.zscore_chats_and_conversation) get_zscore_across_all_conversations() (in module utils.zscore_chats_and_conversation) gini_coefficient() (in module utils.gini_coefficient)

I

info_diversity() (in module features.information_diversity) is_hedged_sentence_1() (in module features.hedge)

is_in_subordinate_clause() (in module features.politeness_v2_helper) is_valid_term() (in module utils.check_embeddings)

L

liwc_features() (in module features.lexical_features_v2) load_liwc_dict() (in module utils.check_embeddings)

load_saved_data() (in module features.politeness_v2_helper) load_to_dict() (in module features.politeness_v2_helper) load_to_lists() (in module features.politeness_v2_helper)

M

mimic_words() (in module features.word_mimicry) module features.basic_features features.burstiness features.certainty features.discursive_diversity features.fflow features.get_all_DD_features features.get_user_network features.hedge features.info_exchange_zscore features.information_diversity features.lexical_features_v2 features.named_entity_recognition_features features.other_lexical_features features.politeness_v2 features.politeness_v2_helper features.question_num features.readability features.reddit_tags features.temporal_features features.textblob_sentiment_analysis features.turn_taking_features features.variance_in_DD features.within_person_discursive_range features.word_mimicry utils.assign_chunk_nums utils.calculate_conversation_level_features utils.calculate_user_level_features utils.check_embeddings utils.gini_coefficient utils.preload_word_lists utils.preprocess utils.summarize_features utils.zscore_chats_and_conversation

N

named_entities() (in module features.named_entity_recognition_features)

num_named_entity() (in module features.named_entity_recognition_features)

P

phrase_split() (in module features.politeness_v2_helper) prep_simple() (in module features.politeness_v2_helper) prep_whole() (in module features.politeness_v2_helper) preprocess_conversation_columns() (in module utils.preprocess)

preprocess_naive_turns() (in module utils.preprocess) preprocess_text() (in module utils.preprocess) preprocess_text_lowercase_but_retain_punctuation() (in module utils.preprocess) preprocessing() (in module features.information_diversity) punctuation_seperator() (in module features.politeness_v2_helper)

Q

Question() (in module features.politeness_v2_helper)

R

read_in_lexicons() (in module utils.check_embeddings) reduce_chunks() (in module utils.assign_chunk_nums)

remove_active_user() (in module features.get_user_network) remove_unhashable_cols() (in module utils.preprocess)

S

sentence_pad() (in module features.politeness_v2_helper) sentence_split() (in module features.politeness_v2_helper) sentenciser() (in module features.politeness_v2_helper)

setup_logger() (in module utils.preprocess) sort_words() (in module utils.check_embeddings) str_to_vec() (in module utils.check_embeddings)

T

token_count() (in module features.politeness_v2_helper)

train_spacy_ner() (in module features.named_entity_recognition_features)

U

UserLevelFeaturesCalculator (class in utils.calculate_user_level_features) utils.assign_chunk_nums module utils.calculate_conversation_level_features module utils.calculate_user_level_features module utils.check_embeddings module

utils.gini_coefficient module utils.preload_word_lists module utils.preprocess module utils.summarize_features module utils.zscore_chats_and_conversation module

W

wh_is_real_question() (in module features.politeness_v2_helper)

word_start() (in module features.politeness_v2_helper)