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https://issues.apache.org/jira/browse/MAPREDUCE-7400?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Meetu Patel updated MAPREDUCE-7400:
-----------------------------------
Attachment: MAPREDUCE-7400.patch
Target Version/s: 3.4.0
Labels: (was: in-progress patch-available)
Status: Patch Available (was: Open)
> New Map Reduce Example - Simple Sentiment Analysis
> --------------------------------------------------
>
> Key: MAPREDUCE-7400
> URL: https://issues.apache.org/jira/browse/MAPREDUCE-7400
> Project: Hadoop Map/Reduce
> Issue Type: Improvement
> Components: examples
> Reporter: Meetu Patel
> Priority: Minor
> Attachments: MAPREDUCE-7400.patch, sample_data.txt, sample_words.txt
>
>
> I am looking to add a new map reduce example, i.e, sentiment analysis.
> Sentiment analysis map reduce job helps in determining the sentiment score
> for a user. It takes each tweet made by an user and assigns a sentiment score
> for that tweet/sentence for a particular user and then aggregates the
> sentiment scores for all tweets made by all users.
> This example takes the twitter dataset which contains users and the tweets
> made by users and gives the output as <username, sentiment score>. For each
> user, the sentiment score is calculated for all the tweets made by that
> particular user.
> This mapreduce examples takes in two input files - input twitter dataset and
> a file containing list of words.
> The word list file contains positive, negative and negation words which are
> used to give a sentiment score to the words in tweets.
> You can use command:
> bin/hadoop jar /HADOOP_PATH/share/hadoop/mapreduce/mapreduce-examples.jar
> sentimentanalysis <input file/dir path> <output dir path> <word list file
> path/dir path>
> For example, you can use the sample files and run the above command as:
> bin/hadoop jar /HADOOP_PATH/share/hadoop/mapreduce/mapreduce-examples.jar
> sentimentanalysis sample_data.txt <output dir path> sample_words.txt
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