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'''
+'''Practical Session'''
-[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]
+* 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'''
+* [https://wiki.uib.no/info319/index.php/File:GuideS6.pdf Guide to Sentiment analysis]
+* [https://github.com/tthustla/setiment_analysis_pyspark/blob/master/Sentiment%20Analysis%20with%20PySpark.ipynb Sentiment Analysis with Pyspark]
+'''More useful links'''
+'''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]
+'''2) Sentiment analysis with pyspark:'''
+*[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]
+'''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]