--- title: Sentiment Analysis of Yelp Restaurants Reviews in Real-Time description: Learn how to process and analyze live data streams of Yelp restaurant reviews in real-time using Nifi, Kafka, Spark, and NLTK Model. canonical: https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Sentiment Analysis of Yelp Restaurants Reviews in Real-Time | daily.dev og:description: Learn how to process and analyze live data streams of Yelp restaurant reviews in real-time using Nifi, Kafka, Spark, and NLTK Model. og:url: https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne og:image: https://api.daily.dev/og/posts/nCpUgwQNe.png og:image:alt: Sentiment Analysis of Yelp Restaurants Reviews in Real-Time og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Sentiment Analysis of Yelp Restaurants Reviews in Real-Time **[Towards AI](https://daily.dev/sources/tai)** · 5 min read · 2 upvotes · 0 comments ## Summary Learn how to process and analyze live data streams of Yelp restaurant reviews in real-time using Nifi, Kafka, Spark, and NLTK Model. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#data-science](https://daily.dev/tags/data-science), [#kafka](https://daily.dev/tags/kafka), [#spark](https://daily.dev/tags/spark), [#sentiment-analysis](https://daily.dev/tags/sentiment-analysis), [#pyspark](https://daily.dev/tags/pyspark) [View this post on daily.dev](https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Sentiment Analysis of Yelp Restaurants Reviews in Real-Time","url":"https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne"},"datePublished":"2024-03-08T13:49:26.923Z","dateModified":"2024-05-09T09:28:05.588Z","description":"Learn how to process and analyze live data streams of Yelp restaurant reviews in real-time using Nifi, Kafka, Spark, and NLTK Model.","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8661fa737265dbdf5ba73e7af435a14c?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8661fa737265dbdf5ba73e7af435a14c?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards AI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Towards AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8b7e3e63e47b4d34b4c1e634b902c12f","url":"https://daily.dev/sources/tai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/sentiment-analysis-of-yelp-restaurants-reviews-in-real-time-ncpugwqne","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"data-science,kafka,spark,sentiment-analysis,pyspark","timeRequired":"PT5M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards AI","item":"https://daily.dev/sources/tai"},{"@type":"ListItem","position":3,"name":"Sentiment Analysis of Yelp Restaurants Reviews in Real-Time"}]} ```