Question: why dataframes are faster than rdd?
Answer: 3.14. RDD – RDD API is slower to perform simple grouping and aggregation operations. DataFrame – DataFrame API is very easy to use. It is faster for exploratory analysis, creating aggregated statistics on large data sets. DataSet – In Dataset it is faster to perform aggregation operation on plenty of data sets.