All Text Analytics
Text Analyticsは、前のセクションで説明した3つの機能すべてを組み合わせたものです：Sentiment Analysis、Named Entity Recognition、およびKeyword Extraction。特定のテキストブロックに対してこれら3つのアクションすべてを実行し、テキストのトーン、そこから認識されたエンティティの分類、およびテキストの要旨を提供するキーワードやフレーズを取得できます。
以下に示すように、1回のリクエストで最大1500文字のテキストブロックを入力として渡すことができます。テキストはgetTextAnalytics()に渡されます。また、それらのキーワードを含む文に対してのみSentiment Analysisを実行するためのオプションのキーワードを渡すこともできます。
レスポンスには、各テキスト分析機能の結果が含まれます。それぞれの機能と応答の詳細については、各機能のページを参照してください。
以下で使用されているziaリファレンスは、 コンポーネントインスタンスページで定義されています。
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zia.getTextAnalytics(['Zoho Corporation, is an Indian multinational technology company that makes web-based business tools. It is best known for Zoho Office Suite. The company was founded by Sridhar Vembu and Tony Thomas and has a presence in seven locations with its global headquarters in Chennai, India, and corporate headquarters in Pleasanton, California.'], ['Zoho'])
//入力テキストを渡す for all Text Analytics, and the keywords for Sentiment Analysis
.then((result) => console.log(result))
.catch((error) => console.log(error));受信するサンプルレスポンスを以下に示します。レスポンスはNode.jsの両方のバージョンで同じです。
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[
{
"keyword_extractor": {
"keywords": [
"Chennai",
"company",
"India",
"Indian",
"presence",
"locations",
"Pleasanton",
"California"
],
"keyphrases": [
"corporate headquarters",
"multinational technology company",
"Zoho Corporation",
"Zoho Office Suite",
"global headquarters",
"Tony Thomas",
"web-based business tools",
"Sridhar Vembu"
]
},
"sentiment_prediction": [
{
"document_sentiment": "Neutral",
"sentence_analytics": [
{
"sentence": "Zoho Corporation, is an Indian multinational technology company that makes web-based business tools.",
"sentiment": "Neutral",
"confidence_scores": {
"negative": 0,
"neutral": 1,
"positive": 0
}
},
{
"sentence": "It is best known for Zoho Office Suite.",
"sentiment": "Neutral",
"confidence_scores": {
"negative": 0,
"neutral": 0.6,
"positive": 0.4
}
},
{
"sentence": "The company was founded by Sridhar Vembu and Tony Thomas and has a presence in seven locations with its global headquarters in Chennai, India, and corporate headquarters in Pleasanton, California.",
"sentiment": "Neutral",
"confidence_scores": {
"negative": 0,
"neutral": 0.88,
"positive": 0.12
}
}
],
"overall_score": 0.83
}
],
"ner": {
"general_entities": [
{
"start_index": 0,
"confidence_score": 98,
"end_index": 16,
"ner_tag": "Organization",
"token": "Zoho Corporation"
},
{
"start_index": 24,
"confidence_score": 99,
"end_index": 30,
"ner_tag": "Miscellaneous",
"token": "Indian"
},
{
"start_index": 122,
"confidence_score": 90,
"end_index": 139,
"ner_tag": "Miscellaneous",
"token": "Zoho Office Suite"
},
{
"start_index": 168,
"confidence_score": 99,
"end_index": 181,
"ner_tag": "Person",
"token": "Sridhar Vembu"
},
{
"start_index": 186,
"confidence_score": 96,
"end_index": 197,
"ner_tag": "Person",
"token": "Tony Thomas"
},
{
"start_index": 220,
"confidence_score": 100,
"end_index": 225,
"ner_tag": "Number",
"token": "seven"
},
{
"start_index": 268,
"confidence_score": 99,
"end_index": 275,
"ner_tag": "City",
"token": "Chennai"
},
{
"start_index": 277,
"confidence_score": 98,
"end_index": 282,
"ner_tag": "Country",
"token": "India"
},
{
"start_index": 314,
"confidence_score": 99,
"end_index": 324,
"ner_tag": "City",
"token": "Pleasanton"
},
{
"start_index": 326,
"confidence_score": 91,
"end_index": 336,
"ner_tag": "State",
"token": "California"
}
]
}
}最終更新日 2026-03-30 13:40:30 +0530 IST
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