Here is a tutorial about it:
https://www.dezyre.com/apache-spark-tutorial/apache-spark-installation-tutorial
We can see, we make an entry for spark in .bashrc file
SPARK_HOME=/DeZyre/spark export PATH=$SPARK_HOME/bin:$PATH
And we put the data under the spark directory:
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