Practical session, Spark streaming for sentiment analysis: Difference between revisions

Latest revision as of 15:48, 29 October 2020

Practical Session

I will share the jupyter notebook (which contains the python code) and dataset during the practical session

Sentiment analysis with Apache Spark streaming and MLlib

More useful links

1) Sentiment analysis with Apache Spark streaming and MLlib:

Sentiment analysis with Apache Spark streaming and MLlib] or | Real-time Sentiment Analysis of Twitter data with Spark Streaming and MLlib

2) Sentiment analysis with pyspark:

Sentiment Analysis with pyspark or [1]

3) Real-time Analysis of different trends in COVID-19 cases with Spark

- Real-time Analysis of different trends in COVID-19 cases with Spark tutorial

@@ Line 1: / Line 1: @@
 '''Practical Session'''
+* I will share the jupyter notebook (which contains the python code) and dataset during the practical session
 '''Sentiment analysis with Apache Spark streaming and MLlib'''
-* [[:File:GuideS6.pdf] Access to Sentiment analysis folder]
+* [https://wiki.uib.no/info319/index.php/File:GuideS6.pdf Guide to Sentiment analysis]
-* [https://stdatalabs.com/2016/09/spark-streaming-part-1-real-time/ Real-time Sentiment Analysis of Twitter data with Spark Streaming and MLlib]
+* [https://github.com/tthustla/setiment_analysis_pyspark/blob/master/Sentiment%20Analysis%20with%20PySpark.ipynb Sentiment Analysis with Pyspark]
@@ Line 10: / Line 11: @@
 '''1) Sentiment analysis with Apache Spark streaming and MLlib:'''
+*[https://dzone.com/articles/streaming-machine-learning-pipeline-for-sentiment Sentiment analysis with Apache Spark streaming and MLlib]] or [https://stdatalabs.com/2017/09/twitter-sentiment-analysis-using-spark/ | Real-time Sentiment Analysis of Twitter data with Spark Streaming and MLlib]
-*[https://developer.ibm.com/clouddataservices/2016/01/15/real-time-sentiment-analysis-of-twitter-hashtags-with-spark/ Real-time Sentiment Analysis of Twitter Hashtags with Spark tutorial]
+'''2) Sentiment analysis with pyspark:'''
-'''2) Sentiment analysis with IBM Bluemix:'''
+*[https://towardsdatascience.com/sentiment-analysis-with-pyspark-bc8e83f80c35/ Sentiment Analysis with pyspark] or [https://databricks.com/wp-content/uploads/2015/10/STEP-3-Sentiment_Analysis.html]
-*[https://developer.ibm.com/clouddataservices/2016/01/15/real-time-sentiment-analysis-of-twitter-hashtags-with-spark/ Real-time Sentiment Analysis of Twitter Hashtags with Spark and IBM Bluemix]
+'''3) Real-time Analysis of different trends in COVID-19 cases with Spark'''
+**[https://community.ibm.com/community/user/watsonstudio/blogs/sharyn-richard1/2020/04/15/analysis-of-johns-hopkins-covid-19-case-data/ Real-time Analysis of different trends in COVID-19 cases with Spark tutorial]