Analyze Tweets

Searches Twitter by keyword and analyzes tweets for sentiment and LDA topics

Algorithmia Platform License · Internet Access · Calls Other Algorithms

Run an Example

{"negLDA":[{"seattle's":2,"adults":2,"breaking":2,"oldest":1,"liveonkomo":1,"teens":2,"seattle":5,"charged":3},{"forever":2,"cafe":2,"flight":13,"missed":13,"hear":2,"seattle":23,"beach":13,"lifeaseva":13},{"summer":8,"duo":7,"crater":7,"apathy":7,"fight":7,"skin":7,"song":7,"seattle":8},{"poor":1,"housing":2,"thing":2,"jungle":2,"amp":2,"seattle":7,"homelesspeople":1,"shooters":2}],"allTweets":[{"text":"RT @Harry_Styles: Thanks for having us Seattle. You were amazing tonight. Hope you enjoyed the show. All the love","created_at":"Thu Feb 04 19:34:18 +0000 2016","negative_sentiment":0.0,"tweet_url":"https://twitter.com/statuses/695329550536949761","positive_sentiment":0.55,"overall_sentiment":0.9524,"neutral_sentiment":0.45},{"text":"@kexp is super moody, super fun. Really have dug listening to them while in #Seattle \n\nProbably most lined up with my listening prefs","created_at":"Thu Feb 04 19:31:04 +0000 2016","negative_sentiment":0.077,"tweet_url":"https://twitter.com/statuses/695328736531451904","positive_sentiment":0.34,"overall_sentiment":0.8625,"neutral_sentiment":0.583},{"text":"Have you voted for Seattle Bride Magazine's Best of 2016?  Be sure to get your votes in for your favorite wedding... https://t.co/O3gUFlHgLF","created_at":"Thu Feb 04 19:45:12 +0000 2016","negative_sentiment":0.0,"tweet_url":"https://twitter.com/statuses/695332295830441984","positive_sentiment":0.333,"overall_sentiment":0.8591,"neutral_sentiment":0.667},{"text":"Baked happy hour oysters from @RockCreekSea | The best seafood restaurant in Seattle right now #SeattleEats https://t.co/GHDBJgSYAC","created_at":"Thu Feb 04 19:39:00 +0000 2016","negative_sentiment":0.0,"tweet_url":"https://twitter.com/statuses/695330733712277505","positive_sentiment":0.361,"overall_sentiment":0.836,"neutral_sentiment":0.639},{"text":"Great images of Ethiopian Orthodox churches celebrating Epiphany in Seattle. https://t.co/TH0GgUlD0h https://t.co/VQvOj6tUJ8","created_at":"Thu Feb 04 19:46:02 +0000 2016","ne

Install & Use

Use

curl -X POST -d '{
  "query": "seattle",
  "numTweets": "1000",
  "auth": {
      "app_key": "YOUR_TWITTER_APP_KEY",
      "app_secret": "YOUR_TWITTER_APP_SECRET",
      "oauth_token": "YOUR_TWITTER_OAUTH_TOKEN",
      "oauth_token_secret": "YOUR_TWITTER_OAUTH_TOKEN_SECRET"
  }
}' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/nlp/AnalyzeTweets/0.1.10