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README.md

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@@ -9,7 +9,8 @@ It is also intended as a portfolio project for my Hadoop and MapReduce skills.
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The raw data for this project is available [here](http://content.udacity-data.com/course/hadoop/forum_data.tar.gz).
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### Required Files
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### Files
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#### Required
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[Answers to the Final Project questions](https://github.com/paul-reiners/udacity-intro-hadoop-mapreduce/blob/master/doc/FinalProjectQuestions.md)
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* [average_length_mapper.py](https://github.com/paul-reiners/udacity-intro-hadoop-mapreduce/blob/master/code/project/map_reduce/average_length_mapper.py) [Post and Answer Length Exercise]
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* [average_length_reducer.py](https://github.com/paul-reiners/udacity-intro-hadoop-mapreduce/blob/master/code/project/map_reduce/average_length_reducer.py) [Post and Answer Length Exercise]
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#### Extra Credit
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Code [Average response time in minutes to question]
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* [response_time_mapper.py](https://github.com/paul-reiners/udacity-intro-hadoop-mapreduce/blob/master/code/project/map_reduce/response_time_mapper.py)
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* [response_time_reducer.py](https://github.com/paul-reiners/udacity-intro-hadoop-mapreduce/blob/master/code/project/map_reduce/response_time_reducer.py)
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### Final Report
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#### Study Groups

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