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README.md
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README.md
@ -48,13 +48,13 @@ frequency as a decimal between 0 and 1.
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1.07e-05
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1.07e-05
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>>> word_frequency('café', 'en')
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>>> word_frequency('café', 'en')
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5.89e-06
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5.75e-06
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>>> word_frequency('cafe', 'fr')
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>>> word_frequency('cafe', 'fr')
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1.51e-06
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1.51e-06
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>>> word_frequency('café', 'fr')
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>>> word_frequency('café', 'fr')
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5.25e-05
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5.13e-05
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`zipf_frequency` is a variation on `word_frequency` that aims to return the
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`zipf_frequency` is a variation on `word_frequency` that aims to return the
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@ -78,10 +78,10 @@ one occurrence per billion words.
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5.29
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5.29
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>>> zipf_frequency('frequency', 'en')
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>>> zipf_frequency('frequency', 'en')
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4.42
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4.43
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>>> zipf_frequency('zipf', 'en')
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>>> zipf_frequency('zipf', 'en')
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1.55
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1.57
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>>> zipf_frequency('zipf', 'en', wordlist='small')
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>>> zipf_frequency('zipf', 'en', wordlist='small')
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0.0
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0.0
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@ -300,7 +300,7 @@ into multiple tokens:
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>>> zipf_frequency('New York', 'en')
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>>> zipf_frequency('New York', 'en')
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5.28
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5.28
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>>> zipf_frequency('北京地铁', 'zh') # "Beijing Subway"
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>>> zipf_frequency('北京地铁', 'zh') # "Beijing Subway"
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3.57
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3.61
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The word frequencies are combined with the half-harmonic-mean function in order
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The word frequencies are combined with the half-harmonic-mean function in order
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to provide an estimate of what their combined frequency would be. In Chinese,
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to provide an estimate of what their combined frequency would be. In Chinese,
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@ -41,6 +41,14 @@ def test_gender_neutral_at():
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assert tokenize(text, "en") == ["@s", "membr@s", "da", "comunidade", "virtual"]
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assert tokenize(text, "en") == ["@s", "membr@s", "da", "comunidade", "virtual"]
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def test_at_in_corpus():
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# We have a word frequency for "l@s"
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assert word_frequency('l@s', 'es') > 0
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# It's not just treated as a word break
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assert word_frequency('l@s', 'es') < word_frequency('l s', 'es')
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def test_punctuation_at():
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def test_punctuation_at():
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# If the @ appears alone in a word, we consider it to be punctuation
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# If the @ appears alone in a word, we consider it to be punctuation
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text = "operadores de canal, que são aqueles que têm um @ ao lado do nick"
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text = "operadores de canal, que são aqueles que têm um @ ao lado do nick"
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@ -59,7 +59,7 @@ def test_tokens():
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def test_combination():
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def test_combination():
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xiexie_freq = word_frequency('谢谢', 'zh') # "Thanks"
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xiexie_freq = word_frequency('谢谢', 'zh') # "Thanks"
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assert word_frequency('谢谢谢谢', 'zh') == pytest.approx(xiexie_freq / 20)
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assert word_frequency('谢谢谢谢', 'zh') == pytest.approx(xiexie_freq / 20, rel=0.01)
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def test_alternate_codes():
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def test_alternate_codes():
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