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| **To inspect the syntax and parts of speech of words in multiple input texts** | |
| The following ``batch-detect-syntax`` example analyzes the syntax of multiple input texts and returns the different parts of speech. The pre-trained model's confidence score is also output for each prediction. :: | |
| aws comprehend batch-detect-syntax \ | |
| --text-list "It is a beautiful day." "Can you please pass the salt?" "Please pay the bill before the 31st." \ | |
| --language-code en | |
| Output:: | |
| { | |
| "ResultList": [ | |
| { | |
| "Index": 0, | |
| "SyntaxTokens": [ | |
| { | |
| "TokenId": 1, | |
| "Text": "It", | |
| "BeginOffset": 0, | |
| "EndOffset": 2, | |
| "PartOfSpeech": { | |
| "Tag": "PRON", | |
| "Score": 0.9999740719795227 | |
| } | |
| }, | |
| { | |
| "TokenId": 2, | |
| "Text": "is", | |
| "BeginOffset": 3, | |
| "EndOffset": 5, | |
| "PartOfSpeech": { | |
| "Tag": "VERB", | |
| "Score": 0.999937117099762 | |
| } | |
| }, | |
| { | |
| "TokenId": 3, | |
| "Text": "a", | |
| "BeginOffset": 6, | |
| "EndOffset": 7, | |
| "PartOfSpeech": { | |
| "Tag": "DET", | |
| "Score": 0.9999926686286926 | |
| } | |
| }, | |
| { | |
| "TokenId": 4, | |
| "Text": "beautiful", | |
| "BeginOffset": 8, | |
| "EndOffset": 17, | |
| "PartOfSpeech": { | |
| "Tag": "ADJ", | |
| "Score": 0.9987891912460327 | |
| } | |
| }, | |
| { | |
| "TokenId": 5, | |
| "Text": "day", | |
| "BeginOffset": 18, | |
| "EndOffset": 21, | |
| "PartOfSpeech": { | |
| "Tag": "NOUN", | |
| "Score": 0.9999778866767883 | |
| } | |
| }, | |
| { | |
| "TokenId": 6, | |
| "Text": ".", | |
| "BeginOffset": 21, | |
| "EndOffset": 22, | |
| "PartOfSpeech": { | |
| "Tag": "PUNCT", | |
| "Score": 0.9999974966049194 | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "Index": 1, | |
| "SyntaxTokens": [ | |
| { | |
| "TokenId": 1, | |
| "Text": "Can", | |
| "BeginOffset": 0, | |
| "EndOffset": 3, | |
| "PartOfSpeech": { | |
| "Tag": "AUX", | |
| "Score": 0.9999770522117615 | |
| } | |
| }, | |
| { | |
| "TokenId": 2, | |
| "Text": "you", | |
| "BeginOffset": 4, | |
| "EndOffset": 7, | |
| "PartOfSpeech": { | |
| "Tag": "PRON", | |
| "Score": 0.9999986886978149 | |
| } | |
| }, | |
| { | |
| "TokenId": 3, | |
| "Text": "please", | |
| "BeginOffset": 8, | |
| "EndOffset": 14, | |
| "PartOfSpeech": { | |
| "Tag": "INTJ", | |
| "Score": 0.9681622385978699 | |
| } | |
| }, | |
| { | |
| "TokenId": 4, | |
| "Text": "pass", | |
| "BeginOffset": 15, | |
| "EndOffset": 19, | |
| "PartOfSpeech": { | |
| "Tag": "VERB", | |
| "Score": 0.9999874830245972 | |
| } | |
| }, | |
| { | |
| "TokenId": 5, | |
| "Text": "the", | |
| "BeginOffset": 20, | |
| "EndOffset": 23, | |
| "PartOfSpeech": { | |
| "Tag": "DET", | |
| "Score": 0.9999827146530151 | |
| } | |
| }, | |
| { | |
| "TokenId": 6, | |
| "Text": "salt", | |
| "BeginOffset": 24, | |
| "EndOffset": 28, | |
| "PartOfSpeech": { | |
| "Tag": "NOUN", | |
| "Score": 0.9995040893554688 | |
| } | |
| }, | |
| { | |
| "TokenId": 7, | |
| "Text": "?", | |
| "BeginOffset": 28, | |
| "EndOffset": 29, | |
| "PartOfSpeech": { | |
| "Tag": "PUNCT", | |
| "Score": 0.999998152256012 | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "Index": 2, | |
| "SyntaxTokens": [ | |
| { | |
| "TokenId": 1, | |
| "Text": "Please", | |
| "BeginOffset": 0, | |
| "EndOffset": 6, | |
| "PartOfSpeech": { | |
| "Tag": "INTJ", | |
| "Score": 0.9997857809066772 | |
| } | |
| }, | |
| { | |
| "TokenId": 2, | |
| "Text": "pay", | |
| "BeginOffset": 7, | |
| "EndOffset": 10, | |
| "PartOfSpeech": { | |
| "Tag": "VERB", | |
| "Score": 0.9999252557754517 | |
| } | |
| }, | |
| { | |
| "TokenId": 3, | |
| "Text": "the", | |
| "BeginOffset": 11, | |
| "EndOffset": 14, | |
| "PartOfSpeech": { | |
| "Tag": "DET", | |
| "Score": 0.9999842643737793 | |
| } | |
| }, | |
| { | |
| "TokenId": 4, | |
| "Text": "bill", | |
| "BeginOffset": 15, | |
| "EndOffset": 19, | |
| "PartOfSpeech": { | |
| "Tag": "NOUN", | |
| "Score": 0.9999588131904602 | |
| } | |
| }, | |
| { | |
| "TokenId": 5, | |
| "Text": "before", | |
| "BeginOffset": 20, | |
| "EndOffset": 26, | |
| "PartOfSpeech": { | |
| "Tag": "ADP", | |
| "Score": 0.9958304762840271 | |
| } | |
| }, | |
| { | |
| "TokenId": 6, | |
| "Text": "the", | |
| "BeginOffset": 27, | |
| "EndOffset": 30, | |
| "PartOfSpeech": { | |
| "Tag": "DET", | |
| "Score": 0.9999947547912598 | |
| } | |
| }, | |
| { | |
| "TokenId": 7, | |
| "Text": "31st", | |
| "BeginOffset": 31, | |
| "EndOffset": 35, | |
| "PartOfSpeech": { | |
| "Tag": "NOUN", | |
| "Score": 0.9924124479293823 | |
| } | |
| }, | |
| { | |
| "TokenId": 8, | |
| "Text": ".", | |
| "BeginOffset": 35, | |
| "EndOffset": 36, | |
| "PartOfSpeech": { | |
| "Tag": "PUNCT", | |
| "Score": 0.9999955892562866 | |
| } | |
| } | |
| ] | |
| } | |
| ], | |
| "ErrorList": [] | |
| } | |
| For more information, see `Syntax Analysis <https://docs.aws.amazon.com/comprehend/latest/dg/how-syntax.html>`__ in the *Amazon Comprehend Developer Guide*. |