title: Deleting words from within R
body: <p>How do I delete multiple words and empty lines? I am importing a large text file into R using readLines. it is composed of 10,000+ pages. Ultimately I am trying to create a data frame.</p>
  
  <p>Each page has the following two lines which I would like to remove along with the empty line in ONE STEP. </p>
  
  <pre><code>Set reorder point
  Plan category: P
  </code></pre>
  
  <p>Below is an example text file which I named MM:</p>
  
  <p>Set reorder point
  Plan category: P</p>
  
  <pre><code>Plnt SLoc Material           Description              L.T MRP Stat Auto MatSG PC PN    Freq  Qty    CFreq     CQty Cur.RPt New.RPt CurRepl NewRepl Updt    Cost   ServStock  Unit  OpenMatResb DFStorLocLevel
  0231 0002 GB.C152260-00001   ASSY PISTON &amp; SEAL/O-RING 44  PD       X    A    A  A     18     136                     30      29      50      43         24.88      51.000  EA
  0231 0002 WH.112734          MOTOR REDUCER, THREE-PHAS 41  PD       X    B    B  A     16      17                      3       3       5       4        483.87       1.000  EA      X
  Set reorder point
  Plan category: P
  
  Plnt SLoc Material           Description              L.T MRP Stat Auto MatSG PC PN    Freq  Qty    CFreq     CQty Cur.RPt New.RPt CurRepl NewRepl Updt    Cost   ServStock  Unit  OpenMatResb DFStorLocLevel
  0231 0002 WH.920569          SPINDLE MOTOR MINI O      22  PD       X    A    A  A     69      85                     15       9      25      13        680.91      21.000  EA
  0231 0002 GB.C150583-00001   VALVE-AIR MDI             64  PD       X    A    A  A     16     113                     50      35      80      52         19.96     116.000  EA
  Set reorder point
  Plan category: P
  
  Plnt SLoc Material           Description              L.T MRP Stat Auto MatSG PC PN    Freq  Qty    CFreq     CQty Cur.RPt New.RPt CurRepl NewRepl Updt    Cost   ServStock  Unit  OpenMatResb DFStorLocLevel
  0231 0002 FG.124-0140        BEARING                   32  PD       X    A    A  A     36     205                     35      32      50      48         21.16      55.000  EA
  0231 0002 WP.254997          BEARING,BALL .9843 X 2.04 52  PD       X    A    A  A     18     155                     50      39     100      58          2.69     181.000  EA
  Set reorder point
  Plan category: P
  </code></pre>
  
  <p>I tried the following code in two steps but it removes one or the other and did not remove the line:</p>
  
  <pre><code>gsub("Set reorder point", "", MM)
  gsub("Plan category: P", "", MM)
  </code></pre>
  
  <p>This deletion needs to be done within R. Many thanks in advance.</p>