Github user dongjoon-hyun commented on a diff in the pull request:

    https://github.com/apache/spark/pull/13751#discussion_r67604919
  
    --- Diff: docs/sparkr.md ---
    @@ -91,17 +86,17 @@ The following options can be set in `sparkEnvir` with 
`sparkR.init` from RStudio
     
     </div>
     
    -## Creating DataFrames
    -With a `SQLContext`, applications can create `DataFrame`s from a local R 
data frame, from a [Hive table](sql-programming-guide.html#hive-tables), or 
from other [data sources](sql-programming-guide.html#data-sources).
    +## Creating SparkDataFrames
    +With a `SparkSession`, applications can create `SparkDataFrame`s from a 
local R data frame, from a [Hive 
table](sql-programming-guide.html#hive-tables), or from other [data 
sources](sql-programming-guide.html#data-sources).
     
     ### From local data frames
    -The simplest way to create a data frame is to convert a local R data frame 
into a SparkR DataFrame. Specifically we can use `createDataFrame` and pass in 
the local R data frame to create a SparkR DataFrame. As an example, the 
following creates a `DataFrame` based using the `faithful` dataset from R.
    +The simplest way to create a data frame is to convert a local R data frame 
into a SparkDataFrame. Specifically we can use `createDataFrame` and pass in 
the local R data frame to create a  SparkDataFrame. As an example, the 
following creates a `SparkDataFrame` based using the `faithful` dataset from R.
     
    --- End diff --
    
    `create a  SparkDataFrame` -> `create a SparkDataFrame`.
    There are double space characters between `a` and `SparkDataFrame`.


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