Index

A

AbstractTextMetafeatureExtractor (class in elemeta.nlp.extractors.low_level.abstract_text_metafeature_extractor) AbstractTextPairMetafeatureExtractor (class in elemeta.nlp.extractors.low_level.abstract_text_pair_metafeature_extractor) AcronymCount (class in elemeta.nlp.extractors.high_level.acronym_count)

add_metafeature_extractor() (elemeta.nlp.runners.metafeature_extractors_runner.MetafeatureExtractorsRunner method) avg_check_basic() (in module elemeta.nlp.extractors) AvgTokenLength (class in elemeta.nlp.extractors.low_level.avg_token_length) AvgWordLength (class in elemeta.nlp.extractors.high_level.avg_word_length)

C

CapitalLettersRatio (class in elemeta.nlp.extractors.high_level.capital_letters_ratio)

D

DateCount (class in elemeta.nlp.extractors.high_level.date_count)

DetectLanguage (class in elemeta.nlp.extractors.high_level.detect_language_langdetect)

E

elemeta module elemeta.dataset module elemeta.dataset.dataset module elemeta.nlp module elemeta.nlp.extractors module elemeta.nlp.extractors.high_level module elemeta.nlp.extractors.high_level.acronym_count module elemeta.nlp.extractors.high_level.avg_word_length module elemeta.nlp.extractors.high_level.capital_letters_ratio module elemeta.nlp.extractors.high_level.date_count module elemeta.nlp.extractors.high_level.detect_language_langdetect module elemeta.nlp.extractors.high_level.email_count module elemeta.nlp.extractors.high_level.embedding module elemeta.nlp.extractors.high_level.emoji_count module elemeta.nlp.extractors.high_level.hashtag_count module elemeta.nlp.extractors.high_level.hinted_profanity_sentence_count module elemeta.nlp.extractors.high_level.hinted_profanity_words_count module elemeta.nlp.extractors.high_level.link_count module elemeta.nlp.extractors.high_level.mention_count module elemeta.nlp.extractors.high_level.must_appear_words_percentage module elemeta.nlp.extractors.high_level.ner_identifier module elemeta.nlp.extractors.high_level.number_count module elemeta.nlp.extractors.high_level.out_of_vocabulary_count module elemeta.nlp.extractors.high_level.pii_identify module elemeta.nlp.extractors.high_level.punctuation_count module elemeta.nlp.extractors.high_level.regex_match_count module elemeta.nlp.extractors.high_level.semantic_text_pair_similarity module elemeta.nlp.extractors.high_level.sentence_avg_length module elemeta.nlp.extractors.high_level.sentence_count module elemeta.nlp.extractors.high_level.sentiment_polarity module elemeta.nlp.extractors.high_level.sentiment_subjectivity module elemeta.nlp.extractors.high_level.special_chars_count module elemeta.nlp.extractors.high_level.stop_words_count module elemeta.nlp.extractors.high_level.syllable_count module elemeta.nlp.extractors.high_level.text_complexity module elemeta.nlp.extractors.high_level.text_length module elemeta.nlp.extractors.high_level.toxicity_extractor module

elemeta.nlp.extractors.high_level.unique_word_count module elemeta.nlp.extractors.high_level.unique_word_ratio module elemeta.nlp.extractors.high_level.word_count module elemeta.nlp.extractors.high_level.word_regex_matches_count module elemeta.nlp.extractors.low_level module elemeta.nlp.extractors.low_level.abstract_text_metafeature_extractor module elemeta.nlp.extractors.low_level.abstract_text_pair_metafeature_extractor module elemeta.nlp.extractors.low_level.avg_token_length module elemeta.nlp.extractors.low_level.hinted_profanity_token_count module elemeta.nlp.extractors.low_level.must_appear_tokens_parentage module elemeta.nlp.extractors.low_level.regex_token_matches_count module elemeta.nlp.extractors.low_level.semantic_embedding_pair_similarity module elemeta.nlp.extractors.low_level.semantic_text_to_group_similarity module elemeta.nlp.extractors.low_level.tokens_count module elemeta.nlp.extractors.low_level.unique_token_count module elemeta.nlp.extractors.low_level.unique_token_ratio module elemeta.nlp.runners module elemeta.nlp.runners.metafeature_extractors_runner module elemeta.nlp.runners.pair_metafeature_extractors_runner module EmailCount (class in elemeta.nlp.extractors.high_level.email_count) Embedding (class in elemeta.nlp.extractors.high_level.embedding) EmojiCount (class in elemeta.nlp.extractors.high_level.emoji_count) english_punctuations (in module elemeta.nlp) english_stopwords (in module elemeta.nlp) extended_punctuations (in module elemeta.nlp) extract() (elemeta.nlp.extractors.high_level.capital_letters_ratio.CapitalLettersRatio method), [1] (elemeta.nlp.extractors.high_level.date_count.DateCount method), [1] (elemeta.nlp.extractors.high_level.detect_language_langdetect.DetectLanguage method), [1] (elemeta.nlp.extractors.high_level.email_count.EmailCount method) (elemeta.nlp.extractors.high_level.embedding.Embedding method) (elemeta.nlp.extractors.high_level.emoji_count.EmojiCount method), [1] (elemeta.nlp.extractors.high_level.ner_identifier.NER_Identifier method), [1] (elemeta.nlp.extractors.high_level.number_count.NumberCount method) (elemeta.nlp.extractors.high_level.out_of_vocabulary_count.OutOfVocabularyCount method) (elemeta.nlp.extractors.high_level.pii_identify.PII_Identify method) (elemeta.nlp.extractors.high_level.punctuation_count.PunctuationCount method) (elemeta.nlp.extractors.high_level.regex_match_count.RegexMatchCount method) (elemeta.nlp.extractors.high_level.semantic_text_pair_similarity.SemanticTextPairSimilarity method) (elemeta.nlp.extractors.high_level.sentiment_polarity.SentimentPolarity method) (elemeta.nlp.extractors.high_level.sentiment_subjectivity.SentimentSubjectivity method) (elemeta.nlp.extractors.high_level.syllable_count.SyllableCount method) (elemeta.nlp.extractors.high_level.text_complexity.TextComplexity method) (elemeta.nlp.extractors.high_level.text_length.TextLength method) (elemeta.nlp.extractors.high_level.toxicity_extractor.ToxicityExtractor method) (elemeta.nlp.extractors.low_level.abstract_text_metafeature_extractor.AbstractTextMetafeatureExtractor method) (elemeta.nlp.extractors.low_level.abstract_text_pair_metafeature_extractor.AbstractTextPairMetafeatureExtractor method) (elemeta.nlp.extractors.low_level.avg_token_length.AvgTokenLength method) (elemeta.nlp.extractors.low_level.hinted_profanity_token_count.HintedProfanityTokensCount method) (elemeta.nlp.extractors.low_level.must_appear_tokens_parentage.MustAppearTokensPercentage method) (elemeta.nlp.extractors.low_level.regex_token_matches_count.TokenRegexMatchesCount method) (elemeta.nlp.extractors.low_level.semantic_embedding_pair_similarity.SemanticEmbeddingPairSimilarity method) (elemeta.nlp.extractors.low_level.semantic_text_to_group_similarity.SemanticTextToGroupSimilarity method) (elemeta.nlp.extractors.low_level.tokens_count.TokensCount method) (elemeta.nlp.extractors.low_level.unique_token_count.UniqueTokenCount method) (elemeta.nlp.extractors.low_level.unique_token_ratio.UniqueTokensRatio method)

G

get_avengers_endgame_tweets() (in module elemeta.dataset.dataset)

get_imdb_reviews() (in module elemeta.dataset.dataset) get_tweets_likes() (in module elemeta.dataset.dataset)

H

HashtagCount (class in elemeta.nlp.extractors.high_level.hashtag_count) HintedProfanitySentenceCount (class in elemeta.nlp.extractors.high_level.hinted_profanity_sentence_count)

HintedProfanityTokensCount (class in elemeta.nlp.extractors.low_level.hinted_profanity_token_count) HintedProfanityWordsCount (class in elemeta.nlp.extractors.high_level.hinted_profanity_words_count)

I

input_1 (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunnerResult attribute)

input_1_and_2 (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunnerResult attribute) input_2 (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunnerResult attribute)

L

length_check_basic() (in module elemeta.nlp.extractors)

LinkCount (class in elemeta.nlp.extractors.high_level.link_count)

M

MentionCount (class in elemeta.nlp.extractors.high_level.mention_count) metafeature_extractors (elemeta.nlp.runners.metafeature_extractors_runner.MetafeatureExtractorsRunner attribute) MetafeatureExtractorsRunner (class in elemeta.nlp.runners.metafeature_extractors_runner) model_config (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunnerResult attribute) model_fields (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunnerResult attribute) model_path (elemeta.nlp.extractors.high_level.ner_identifier.NER_Identifier attribute) module elemeta elemeta.dataset elemeta.dataset.dataset elemeta.nlp elemeta.nlp.extractors elemeta.nlp.extractors.high_level elemeta.nlp.extractors.high_level.acronym_count elemeta.nlp.extractors.high_level.avg_word_length elemeta.nlp.extractors.high_level.capital_letters_ratio elemeta.nlp.extractors.high_level.date_count elemeta.nlp.extractors.high_level.detect_language_langdetect elemeta.nlp.extractors.high_level.email_count elemeta.nlp.extractors.high_level.embedding elemeta.nlp.extractors.high_level.emoji_count elemeta.nlp.extractors.high_level.hashtag_count elemeta.nlp.extractors.high_level.hinted_profanity_sentence_count elemeta.nlp.extractors.high_level.hinted_profanity_words_count elemeta.nlp.extractors.high_level.link_count elemeta.nlp.extractors.high_level.mention_count elemeta.nlp.extractors.high_level.must_appear_words_percentage elemeta.nlp.extractors.high_level.ner_identifier elemeta.nlp.extractors.high_level.number_count elemeta.nlp.extractors.high_level.out_of_vocabulary_count elemeta.nlp.extractors.high_level.pii_identify elemeta.nlp.extractors.high_level.punctuation_count elemeta.nlp.extractors.high_level.regex_match_count elemeta.nlp.extractors.high_level.semantic_text_pair_similarity elemeta.nlp.extractors.high_level.sentence_avg_length elemeta.nlp.extractors.high_level.sentence_count elemeta.nlp.extractors.high_level.sentiment_polarity elemeta.nlp.extractors.high_level.sentiment_subjectivity elemeta.nlp.extractors.high_level.special_chars_count elemeta.nlp.extractors.high_level.stop_words_count elemeta.nlp.extractors.high_level.syllable_count elemeta.nlp.extractors.high_level.text_complexity elemeta.nlp.extractors.high_level.text_length elemeta.nlp.extractors.high_level.toxicity_extractor elemeta.nlp.extractors.high_level.unique_word_count elemeta.nlp.extractors.high_level.unique_word_ratio elemeta.nlp.extractors.high_level.word_count elemeta.nlp.extractors.high_level.word_regex_matches_count elemeta.nlp.extractors.low_level elemeta.nlp.extractors.low_level.abstract_text_metafeature_extractor elemeta.nlp.extractors.low_level.abstract_text_pair_metafeature_extractor elemeta.nlp.extractors.low_level.avg_token_length elemeta.nlp.extractors.low_level.hinted_profanity_token_count elemeta.nlp.extractors.low_level.must_appear_tokens_parentage elemeta.nlp.extractors.low_level.regex_token_matches_count elemeta.nlp.extractors.low_level.semantic_embedding_pair_similarity elemeta.nlp.extractors.low_level.semantic_text_to_group_similarity elemeta.nlp.extractors.low_level.tokens_count elemeta.nlp.extractors.low_level.unique_token_count elemeta.nlp.extractors.low_level.unique_token_ratio elemeta.nlp.runners elemeta.nlp.runners.metafeature_extractors_runner elemeta.nlp.runners.pair_metafeature_extractors_runner

MustAppearTokensPercentage (class in elemeta.nlp.extractors.low_level.must_appear_tokens_parentage) MustAppearWordsPercentage (class in elemeta.nlp.extractors.high_level.must_appear_words_percentage)

N

name (elemeta.nlp.extractors.high_level.capital_letters_ratio.CapitalLettersRatio attribute) (elemeta.nlp.extractors.high_level.date_count.DateCount attribute) (elemeta.nlp.extractors.high_level.emoji_count.EmojiCount attribute)

NER_Identifier (class in elemeta.nlp.extractors.high_level.ner_identifier) NumberCount (class in elemeta.nlp.extractors.high_level.number_count)

O

OutOfVocabularyCount (class in elemeta.nlp.extractors.high_level.out_of_vocabulary_count)

P

PairMetafeatureExtractorsRunner (class in elemeta.nlp.runners.pair_metafeature_extractors_runner) PairMetafeatureExtractorsRunnerResult (class in elemeta.nlp.runners.pair_metafeature_extractors_runner)

PII_Identify (class in elemeta.nlp.extractors.high_level.pii_identify) PunctuationCount (class in elemeta.nlp.extractors.high_level.punctuation_count)

R

RegexMatchCount (class in elemeta.nlp.extractors.high_level.regex_match_count) run() (elemeta.nlp.runners.metafeature_extractors_runner.MetafeatureExtractorsRunner method), [1] (elemeta.nlp.runners.pair_metafeature_extractors_runner.PairMetafeatureExtractorsRunner method)

run_on_dataframe() (elemeta.nlp.runners.metafeature_extractors_runner.MetafeatureExtractorsRunner method), [1]

S

SemanticEmbeddingPairSimilarity (class in elemeta.nlp.extractors.low_level.semantic_embedding_pair_similarity) SemanticTextPairSimilarity (class in elemeta.nlp.extractors.high_level.semantic_text_pair_similarity) SemanticTextToGroupSimilarity (class in elemeta.nlp.extractors.low_level.semantic_text_to_group_similarity) SentenceAvgLength (class in elemeta.nlp.extractors.high_level.sentence_avg_length) SentenceCount (class in elemeta.nlp.extractors.high_level.sentence_count)

SentimentPolarity (class in elemeta.nlp.extractors.high_level.sentiment_polarity) SentimentSubjectivity (class in elemeta.nlp.extractors.high_level.sentiment_subjectivity) SpecialCharsCount (class in elemeta.nlp.extractors.high_level.special_chars_count) StopWordsCount (class in elemeta.nlp.extractors.high_level.stop_words_count) SyllableCount (class in elemeta.nlp.extractors.high_level.syllable_count)

T

TextComplexity (class in elemeta.nlp.extractors.high_level.text_complexity) TextLength (class in elemeta.nlp.extractors.high_level.text_length)

TokenRegexMatchesCount (class in elemeta.nlp.extractors.low_level.regex_token_matches_count) TokensCount (class in elemeta.nlp.extractors.low_level.tokens_count) ToxicityExtractor (class in elemeta.nlp.extractors.high_level.toxicity_extractor)

U

UniqueTokenCount (class in elemeta.nlp.extractors.low_level.unique_token_count) UniqueTokensRatio (class in elemeta.nlp.extractors.low_level.unique_token_ratio)

UniqueWordCount (class in elemeta.nlp.extractors.high_level.unique_word_count) UniqueWordRatio (class in elemeta.nlp.extractors.high_level.unique_word_ratio)

V

validator() (elemeta.nlp.extractors.high_level.number_count.NumberCount method) (elemeta.nlp.extractors.low_level.regex_token_matches_count.TokenRegexMatchesCount method)

W

WordCount (class in elemeta.nlp.extractors.high_level.word_count)

WordRegexMatchesCount (class in elemeta.nlp.extractors.high_level.word_regex_matches_count)