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bi_exercise's Introduction

bi_exercise

This is a simple exercise that enables data analytics to be done on a twitter stream. Spark is used for streaming.

Add your own twitter api key/secret in twitter4j.properties.

Set up spark

Create and configuration streaming context using spark

val sparkConfiguration = new SparkConf().setAppName("twitter-stream").setMaster("local[*]") val sparkContext = new SparkContext(sparkConfiguration) val streamingContext = new StreamingContext(sparkContext, Seconds(5))

Filtering

Key words can be added to the filters.txt file under resources. Only tweets containing these key words will be displayed. Further manipulation/formatting can be done during filtering.

Analytics

//todo Analytics can be performed on the results.

###Disclaimer

This was a simple exercise to stream twitter data and perform some basic analytics. Currently no analytics is being done, it simply serves as an example on how to stream data using spark.

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