# excel file
Movies <- read_excel("../00_data/MyData.xlsx")## New names:
## • `` -> `...1`Movies## # A tibble: 3,401 × 9
## ...1 release_date movie production_budget domestic_gross worldwide_gross
## <dbl> <chr> <chr> <dbl> <dbl> <dbl>
## 1 1 6/22/2007 Evan Alm… 175000000 100289690 174131329
## 2 2 7/28/1995 Waterwor… 175000000 88246220 264246220
## 3 3 5/12/2017 King Art… 175000000 39175066 139950708
## 4 4 12/25/2013 47 Ronin 175000000 38362475 151716815
## 5 5 6/22/2018 Jurassic… 170000000 416769345 1304866322
## 6 6 8/1/2014 Guardian… 170000000 333172112 771051335
## 7 7 5/7/2010 Iron Man… 170000000 312433331 621156389
## 8 8 4/4/2014 Captain … 170000000 259746958 714401889
## 9 9 7/11/2014 Dawn of … 170000000 208545589 710644566
## 10 10 11/10/2004 The Pola… 170000000 186493587 310634169
## # ℹ 3,391 more rows
## # ℹ 3 more variables: distributor <chr>, mpaa_rating <chr>, genre <chr>Movies$release_date## [1] "6/22/2007" "7/28/1995" "5/12/2017" "12/25/2013" "6/22/2018"
## [6] "8/1/2014" "5/7/2010" "4/4/2014" "7/11/2014" "11/10/2004"
## [11] "6/1/2012" "7/1/2003" "5/7/2004" "5/22/2015" "5/27/2016"
## [16] "5/21/2010" "11/4/2016" "11/7/2014" "3/26/2010" "11/2/2012"
## [21] "11/5/2014" "6/24/2016" "7/29/2011" "5/17/2007" "5/24/2013"
## [26] "6/3/2011" "12/25/2008" "7/14/2010" "5/12/2006" "6/10/2016"
## [31] "12/21/2018" "9/30/2016" "7/1/2015" "3/23/2018" "11/24/2004"
## [36] "7/14/2017" "5/25/2001" "7/2/2007" "6/2/2017" "3/4/2016"
## [41] "11/18/2005" "5/15/2003" "12/14/2007" "7/1/2008" "7/15/2005"
## [46] "6/29/2007" "11/8/2013" "6/15/2005" "7/31/2015" "7/21/2017"
## [51] "5/6/2011" "11/7/2008" "5/1/2009" "5/26/2011" "5/15/2015"
## [56] "8/10/2018" "11/5/2003" "3/29/2018" "5/5/2006" "5/14/2004"
## [61] "7/1/2010" "11/2/2007" "7/24/2009" "11/21/2008" "3/30/2012"
## [66] "11/16/2007" "2/12/2010" "2/17/2017" "10/9/2015" "3/11/2011"
## [71] "11/3/2006" "6/8/2012" "6/13/2014" "6/16/1999" "3/7/2014"
## [76] "11/21/2012" "11/22/2002" "5/8/2009" "7/1/1998" "7/3/2002"
## [81] "7/22/2011" "1/29/2016" "7/10/1998" "3/27/2013" "12/5/2003"
## [86] "12/21/2005" "12/12/2014" "7/1/2016" "2/26/2016" "5/3/2002"
## [91] "3/6/2009" "7/29/2005" "6/13/2008" "6/20/2003" "7/11/2001"
## [96] "3/22/2013" "12/25/2015" "11/19/1999" "3/4/2011" "7/17/2013"
## [101] "11/18/2011" "7/28/2006" "6/29/2005" "11/26/2014" "11/22/2013"
## [106] "7/6/2018" "6/6/2008" "7/17/2015" "3/27/2015" "10/28/2011"
## [111] "11/5/2010" "7/18/2003" "4/11/2014" "3/28/2014" "12/21/2011"
## [116] "5/31/2013" "11/26/2008" "7/19/2013" "5/19/2000" "3/3/2017"
## [121] "5/2/2003" "4/29/2011" "12/16/2011" "5/28/2004" "3/31/2017"
## [126] "4/1/2010" "11/4/2016" "5/19/1998" "6/8/2012" "6/20/1997"
## [131] "7/13/2018" "12/21/2016" "1/13/2017" "8/27/1999" "11/17/2000"
## [136] "5/24/2000" "6/30/2000" "7/29/2016" "11/21/2012" "2/16/2007"
## [141] "6/27/2003" "4/13/2018" "8/9/2013" "3/24/2017" "7/19/2002"
## [146] "6/11/2004" "5/9/2008" "7/22/2005" "6/23/2010" "5/19/1999"
## [151] "11/2/2001" "7/26/2013" "2/7/1997" "4/22/2016" "6/14/2002"
## [156] "12/25/2010" "12/15/2017" "5/18/2018" "12/22/2006" "6/10/2005"
## [161] "5/29/2015" "7/29/2011" "6/27/2007" "3/20/2015" "12/10/2004"
## [166] "12/19/1997" "6/28/2000" "3/7/2014" "1/14/2011" "10/7/2011"
## [171] "6/11/2010" "7/31/2013" "3/18/2016" "6/12/2009" "11/1/2013"
## [176] "4/2/2004" "6/13/1997" "5/6/2005" "3/31/2017" "11/21/2003"
## [181] "12/25/2001" "11/23/2016" "7/16/2004" "12/17/1999" "11/25/2009"
## [186] "3/7/2008" "7/22/2016" "9/22/2017" "6/9/2000" "5/23/2013"
## [191] "3/9/2018" "7/1/2009" "11/17/2006" "6/21/2002" "10/26/2012"
## [196] "7/2/1991" "6/16/1995" "7/27/2001" "11/19/2004" "10/5/2018"
## [201] "12/22/2010" "7/15/1994" "11/2/2007" "9/18/2009" "8/6/2010"
## [206] "5/24/2013" "6/21/1996" "6/21/1996" "12/15/2000" "8/17/2012"
## [211] "10/16/2009" "12/15/2006" "7/25/2014" "11/24/1999" "6/11/2004"
## [216] "6/8/2007" "12/8/2006" "11/7/1997" "6/5/2009" "7/23/2004"
## [221] "8/15/2014" "11/27/2002" "3/12/2010" "10/20/2017" "12/11/2015"
## [226] "2/18/2005" "8/16/2002" "1/20/2012" "3/15/2019" "11/6/2015"
## [231] "5/4/2001" "12/20/2002" "5/19/2017" "3/13/2015" "7/13/2012"
## [236] "12/28/2001" "5/27/2010" "8/10/2012" "11/12/2010" "5/9/1997"
## [241] "3/31/2000" "12/11/2009" "2/6/2015" "5/30/2003" "6/15/2001"
## [246] "2/13/2015" "7/18/2001" "8/5/2011" "2/14/2008" "11/5/2004"
## [251] "2/14/2013" "12/22/1995" "12/25/2013" "12/20/2017" "7/1/1997"
## [256] "11/19/1999" "8/3/2001" "12/25/2009" "7/1/2009" "4/15/2011"
## [261] "10/6/2006" "11/3/2000" "6/19/1998" "8/13/2008" "7/11/1997"
## [266] "6/6/2008" "5/19/1995" "6/8/2001" "7/24/2015" "6/29/2001"
## [271] "11/26/2003" "8/4/2000" "8/7/2013" "11/21/2001" "4/4/1997"
## [276] "3/10/2000" "12/17/1999" "3/16/2018" "7/7/2004" "4/25/1997"
## [281] "7/19/2002" "4/21/2017" "5/10/1996" "6/3/2005" "9/14/2018"
## [286] "7/8/2005" "2/9/2001" "7/25/2003" "12/22/2000" "11/17/2006"
## [291] "7/25/1997" "4/3/2009" "3/14/2008" "3/21/2014" "9/28/2012"
## [296] "7/20/2007" "6/8/2007" "11/20/1998" "9/29/2006" "11/4/2011"
## [301] "11/22/2000" "3/30/2012" "12/9/2005" "3/16/2001" "6/18/1993"
## [306] "9/26/2003" "11/23/2011" "1/20/2017" "11/13/1998" "2/8/2002"
## [311] "3/15/2002" "6/30/1995" "8/13/2010" "3/28/2003" "5/9/1997"
## [316] "6/14/2002" "7/28/2000" "7/19/2013" "6/23/2006" "12/15/2006"
## [321] "2/14/2008" "7/11/2008" "5/27/2005" "8/13/2010" "11/17/2000"
## [326] "5/23/2003" "5/26/2011" "5/21/1996" "2/10/2017" "9/25/2015"
## [331] "6/18/1992" "5/7/1999" "5/19/2006" "6/21/2002" "5/8/1998"
## [336] "7/12/2013" "6/20/2008" "3/11/2005" "11/26/2008" "6/27/1997"
## [341] "12/25/2008" "7/12/2002" "2/14/2003" "6/6/1997" "12/17/2010"
## [346] "12/25/2003" "1/15/2010" "11/26/1997" "7/23/1999" "11/15/1996"
## [351] "10/17/2014" "2/10/2006" "12/12/2008" "5/24/2002" "6/8/2001"
## [356] "4/3/1998" "9/28/2018" "6/24/2005" "3/8/2002" "10/2/1998"
## [361] "12/25/1998" "10/28/2005" "11/10/2000" "9/25/2009" "6/8/2001"
## [366] "8/26/2005" "12/13/1996" "4/14/2006" "12/20/2013" "12/22/2000"
## [371] "12/6/1996" "10/23/2015" "2/21/2014" "11/14/2003" "11/26/2003"
## [376] "11/25/1998" "12/25/1997" "11/10/2000" "1/12/2007" "9/2/2005"
## [381] "6/15/1994" "2/10/2012" "11/11/2011" "12/21/2001" "9/27/2013"
## [386] "8/20/2004" "2/12/2016" "7/3/2013" "6/6/2003" "7/8/2016"
## [391] "7/2/1996" "12/21/2016" "6/30/2017" "5/22/1997" "3/31/2006"
## [396] "5/27/2005" "6/25/2010" "10/1/2004" "7/14/2000" "6/27/2008"
## [401] "6/7/1996" "8/3/2018" "7/23/1999" "11/11/2011" "6/18/2004"
## [406] "2/18/2005" "7/21/2006" "12/8/2000" "12/21/2007" "3/4/2005"
## [411] "12/23/2005" "6/4/2010" "8/14/2015" "3/7/2003" "7/21/2006"
## [416] "12/17/2004" "12/17/1999" "7/7/1995" "3/25/2011" "3/11/2005"
## [421] "6/13/2003" "6/16/2000" "12/17/2004" "10/23/1998" "1/15/1999"
## [426] "2/23/2001" "7/10/2015" "5/20/2016" "2/13/1998" "7/27/2007"
## [431] "2/8/2008" "7/31/2009" "9/28/2007" "6/22/2001" "5/24/1995"
## [436] "11/4/2005" "4/27/2001" "12/21/2001" "6/25/2004" "6/26/1998"
## [441] "5/19/2004" "6/9/2006" "6/22/1988" "8/9/2002" "6/8/2018"
## [446] "11/8/1996" "8/21/2009" "12/11/1991" "7/3/1990" "8/8/2003"
## [451] "11/10/2017" "11/19/1999" "3/11/2011" "8/13/2004" "12/25/2011"
## [456] "3/1/2002" "2/7/2014" "9/23/2016" "12/11/1998" "12/10/2003"
## [461] "1/20/2012" "9/22/2017" "10/10/2014" "9/29/2006" "8/9/1989"
## [466] "9/24/2010" "1/14/2011" "12/25/2005" "11/6/1998" "8/10/2007"
## [471] "10/8/1997" "9/14/2007" "11/1/2002" "6/7/2002" "10/21/2005"
## [476] "9/23/2011" "1/16/1998" "2/15/2002" "2/8/2002" "1/10/2014"
## [481] "9/20/2002" "8/10/2001" "5/9/2014" "5/28/2010" "7/9/2010"
## [486] "7/30/2010" "6/30/2010" "5/31/2002" "6/26/2015" "2/25/2011"
## [491] "11/22/1995" "3/21/2003" "8/6/1999" "11/5/1999" "12/22/2017"
## [496] "3/2/2012" "6/22/2012" "9/20/1996" "8/17/2007" "6/19/1998"
## [501] "3/14/2014" "7/24/1998" "11/9/2012" "3/15/2002" "6/30/1995"
## [506] "3/31/1999" "11/1/2002" "6/1/1990" "12/18/1998" "12/25/2014"
## [511] "6/5/2015" "11/5/2010" "7/25/2008" "12/15/1995" "7/17/1998"
## [516] "8/4/2000" "5/28/1993" "8/12/2016" "2/9/1996" "8/9/2006"
## [521] "7/7/2000" "12/19/2003" "5/16/2012" "7/16/1999" "12/8/2004"
## [526] "12/22/2006" "9/14/2012" "3/20/1998" "10/15/1999" "8/22/2008"
## [531] "10/11/1996" "12/8/2000" "11/11/2005" "1/14/2005" "10/23/2009"
## [536] "1/24/2014" "5/24/1991" "8/22/2014" "12/25/2016" "10/27/2000"
## [541] "9/23/2005" "9/4/2015" "7/14/2006" "10/8/1999" "12/27/2006"
## [546] "6/11/1993" "7/25/2002" "4/1/2011" "8/3/1994" "4/21/2000"
## [551] "6/20/2008" "2/23/2001" "3/30/2007" "8/2/2013" "12/22/2004"
## [556] "2/7/2014" "3/2/2007" "12/25/2008" "12/10/1999" "11/4/2005"
## [561] "6/5/1998" "9/9/2016" "10/9/2009" "11/17/1995" "5/30/2003"
## [566] "5/9/2003" "6/18/1999" "12/18/1998" "8/6/2004" "7/4/2001"
## [571] "10/2/1998" "4/19/2002" "10/15/2010" "3/5/2004" "6/27/1990"
## [576] "12/21/2005" "8/13/2010" "12/21/2012" "12/22/2000" "12/22/1999"
## [581] "5/15/1998" "2/6/2009" "10/1/2004" "7/28/1999" "1/17/2003"
## [586] "3/4/2016" "3/10/2006" "11/22/1996" "4/2/2004" "10/21/2016"
## [591] "5/25/2017" "12/25/1998" "12/25/2015" "8/17/2012" "3/1/1996"
## [596] "12/19/2008" "9/26/2014" "9/27/2002" "1/17/2014" "7/14/1995"
## [601] "11/26/1997" "10/16/1998" "1/11/2013" "4/7/2017" "6/19/2009"
## [606] "1/29/2010" "12/13/2002" "2/19/2002" "11/20/2009" "12/11/2009"
## [611] "2/12/1999" "9/21/2012" "1/10/1997" "9/15/2000" "12/6/2002"
## [616] "4/24/2009" "11/3/2000" "2/22/2002" "10/12/2018" "6/16/2006"
## [621] "4/29/2005" "8/15/1997" "7/2/2003" "3/26/1999" "12/25/2008"
## [626] "10/19/2001" "1/23/2009" "1/14/2000" "9/22/2006" "2/14/2014"
## [631] "10/9/1998" "7/11/2008" "8/12/2005" "2/24/2017" "1/23/2015"
## [636] "10/24/2003" "3/23/2018" "2/12/2016" "12/25/2014" "10/16/2015"
## [641] "5/25/1988" "1/20/2012" "6/7/2013" "4/28/2000" "5/30/2008"
## [646] "9/10/2010" "6/15/2012" "10/17/1997" "2/17/2012" "5/31/1996"
## [651] "11/12/2004" "8/17/2001" "4/11/2003" "3/4/2005" "4/2/2004"
## [656] "7/6/1994" "12/14/2007" "10/6/2000" "12/15/2006" "6/10/1995"
## [661] "12/15/1978" "6/28/1996" "2/10/2017" "10/11/2013" "7/16/1997"
## [666] "8/1/2003" "11/10/2017" "9/26/2014" "2/9/2018" "5/26/1995"
## [671] "4/9/2010" "5/12/1995" "12/9/1994" "4/10/1998" "1/16/2015"
## [676] "4/28/2006" "10/28/1994" "10/10/2003" "6/17/2011" "8/13/1999"
## [681] "4/16/2004" "12/22/1989" "7/31/1992" "11/1/2013" "5/22/1992"
## [686] "4/18/2008" "3/21/2014" "8/19/2016" "9/25/1998" "11/24/2010"
## [691] "10/11/1996" "7/27/2012" "6/4/1999" "12/12/2003" "2/29/2008"
## [696] "10/16/2015" "4/27/2012" "12/2/2005" "10/12/2007" "6/12/2009"
## [701] "2/21/2003" "2/1/2013" "9/22/2006" "7/30/2004" "11/26/2004"
## [706] "5/4/2007" "7/22/1998" "6/19/1981" "3/22/2002" "7/14/2006"
## [711] "12/19/2008" "12/25/1990" "10/14/2005" "8/5/2005" "9/18/2015"
## [716] "10/20/2006" "4/6/2007" "10/16/1998" "12/19/2012" "12/25/2002"
## [721] "11/22/1995" "8/5/2011" "12/23/1998" "12/22/1999" "4/16/2003"
## [726] "11/22/2006" "11/20/2009" "5/18/2001" "6/29/2012" "6/13/2014"
## [731] "6/14/1991" "12/25/2015" "12/25/1998" "6/17/2016" "12/18/2013"
## [736] "6/28/2002" "3/17/2000" "2/9/2018" "12/19/2008" "2/28/2014"
## [741] "12/25/1998" "8/9/2013" "7/28/2017" "7/29/2011" "12/22/2017"
## [746] "2/5/1999" "6/9/1995" "3/18/2005" "12/23/2011" "9/23/2011"
## [751] "6/11/2004" "11/24/2004" "3/17/2006" "3/13/2009" "6/22/2005"
## [756] "2/7/2003" "7/18/2014" "2/10/2006" "4/6/2012" "1/25/2013"
## [761] "2/18/2011" "5/8/2002" "9/10/2004" "10/17/2014" "8/22/1997"
## [766] "10/10/2014" "4/21/2006" "8/11/2000" "7/29/1998" "8/19/2016"
## [771] "5/25/1994" "6/15/1990" "9/26/1997" "2/11/2000" "2/18/1994"
## [776] "11/25/2009" "5/28/2004" "9/17/1999" "12/11/1998" "6/4/2010"
## [781] "6/28/1996" "10/6/1995" "2/12/2016" "1/16/2009" "3/13/2015"
## [786] "8/9/1996" "12/10/2004" "8/4/1999" "4/8/2011" "9/16/2016"
## [791] "9/30/2011" "6/24/2016" "9/4/2009" "9/30/2005" "7/1/1994"
## [796] "11/3/1995" "2/25/2011" "11/7/1997" "10/13/1995" "10/14/2005"
## [801] "2/16/2018" "11/13/2009" "1/30/2004" "3/3/2000" "1/23/2009"
## [806] "10/2/2015" "11/2/2001" "3/6/2015" "7/11/1990" "5/24/1989"
## [811] "10/18/2002" "12/27/2000" "1/9/2015" "10/1/1999" "1/22/2010"
## [816] "8/17/2001" "8/13/2001" "10/20/2000" "6/26/1998" "12/14/1984"
## [821] "1/25/2008" "6/15/1990" "11/11/2016" "6/14/1996" "10/19/2001"
## [826] "1/5/2007" "11/27/2002" "6/18/2010" "2/23/1996" "12/23/2016"
## [831] "6/20/1997" "11/22/1996" "7/12/1996" "9/17/1982" "3/21/1997"
## [836] "11/20/1998" "5/27/1994" "10/24/2003" "12/22/2000" "12/22/2017"
## [841] "7/11/2008" "12/17/1993" "12/25/2007" "7/20/1994" "11/23/2011"
## [846] "6/5/1992" "5/13/2005" "10/5/2001" "12/24/1999" "7/4/2001"
## [851] "8/21/1998" "1/14/2005" "4/11/1997" "1/20/2006" "8/4/2000"
## [856] "8/9/1996" "10/7/1994" "12/9/2016" "11/23/2005" "9/21/2007"
## [861] "12/25/2004" "9/30/1994" "6/16/2017" "1/13/2006" "3/3/2006"
## [866] "7/14/1995" "7/28/2006" "7/18/2003" "12/14/1984" "7/31/2009"
## [871] "12/26/2008" "8/29/2008" "11/4/1994" "10/4/1996" "7/17/1996"
## [876] "1/19/2001" "6/7/1996" "7/1/2005" "12/20/1995" "9/21/2012"
## [881] "10/28/2011" "1/30/1998" "10/21/2011" "9/26/2008" "4/5/2002"
## [886] "12/21/2006" "11/16/2007" "5/22/1985" "10/18/1996" "7/30/2010"
## [891] "2/6/2014" "6/28/2013" "12/19/2000" "4/14/2000" "5/13/2005"
## [896] "1/6/2017" "1/28/2011" "3/16/2012" "6/21/2000" "7/1/1992"
## [901] "7/10/2009" "6/12/1963" "5/12/2017" "10/12/2012" "7/14/1989"
## [906] "1/27/2012" "9/16/2005" "5/28/1993" "10/2/1992" "4/18/1997"
## [911] "5/28/2010" "11/8/2002" "5/11/2001" "8/22/2003" "10/14/2011"
## [916] "7/15/2005" "2/13/2015" "12/25/2003" "7/25/2014" "12/25/2013"
## [921] "11/22/1989" "9/24/1999" "7/25/2003" "7/24/1996" "7/1/1992"
## [926] "10/1/2010" "8/7/2009" "2/10/2017" "1/15/2016" "4/14/2006"
## [931] "3/27/2015" "2/4/2000" "5/24/1990" "11/14/2014" "11/13/1992"
## [936] "2/17/2006" "12/24/1999" "9/25/2015" "9/25/1992" "10/29/2004"
## [941] "4/1/2005" "3/20/2009" "12/20/1991" "1/27/2006" "11/4/2016"
## [946] "3/2/2001" "8/28/2009" "4/17/2009" "6/4/2010" "11/21/2003"
## [951] "11/30/2001" "8/25/2006" "2/15/2013" "7/10/1998" "7/31/1997"
## [956] "11/26/2014" "1/25/2002" "6/16/2006" "7/9/2010" "8/15/2012"
## [961] "7/31/1987" "12/8/2006" "6/18/1986" "8/12/2005" "6/20/2014"
## [966] "11/21/1997" "2/7/1992" "12/12/1997" "5/30/2014" "8/12/2011"
## [971] "12/25/2007" "12/25/2007" "7/18/2014" "4/15/2011" "12/21/1994"
## [976] "8/11/2000" "3/18/2011" "12/19/2012" "2/18/2000" "3/1/1991"
## [981] "8/20/1999" "10/20/2000" "3/21/2008" "12/25/2011" "7/1/1994"
## [986] "11/10/2010" "11/9/2005" "12/25/2013" "4/2/1999" "8/11/2017"
## [991] "8/23/1996" "9/7/2001" "1/27/2017" "2/29/2008" "6/30/2017"
## [996] "2/16/2001" "4/5/2007" "6/3/1994" "5/15/1998" "9/6/2002"
## [1001] "1/15/1999" "1/16/2004" "11/13/2009" "2/16/1996" "2/3/2012"
## [1006] "12/21/2012" "3/9/2012" "10/20/2006" "10/6/2000" "4/21/1995"
## [1011] "5/15/1987" "2/28/1992" "10/23/2009" "5/7/2004" "3/12/1999"
## [1016] "8/30/2002" "11/7/2008" "8/20/1999" "9/25/2009" "9/26/2003"
## [1021] "11/27/2002" "4/6/2001" "3/11/1994" "11/11/2016" "12/12/2008"
## [1026] "9/7/2007" "10/13/2006" "11/20/2009" "9/24/2004" "3/16/2007"
## [1031] "11/11/2016" "8/14/2009" "6/17/1983" "2/2/2007" "10/5/2012"
## [1036] "3/29/1996" "9/30/2005" "2/20/2004" "8/23/2013" "6/22/2001"
## [1041] "9/27/2002" "11/18/1994" "4/17/2015" "12/19/1997" "12/23/2016"
## [1046] "4/22/2011" "12/29/1999" "9/6/2013" "1/22/2016" "9/20/2013"
## [1051] "5/18/2001" "12/21/2001" "10/20/2017" "9/27/1996" "9/7/2001"
## [1056] "2/2/1996" "10/10/2008" "10/31/1997" "9/14/2012" "10/10/2008"
## [1061] "8/7/2013" "11/25/2015" "9/17/2010" "9/23/2011" "2/23/2018"
## [1066] "4/23/2004" "4/4/2008" "2/26/2010" "1/28/2011" "7/18/2008"
## [1071] "12/17/1999" "5/29/2015" "10/5/2018" "2/11/2011" "2/15/2002"
## [1076] "9/17/1999" "10/7/1983" "3/26/2010" "9/12/2014" "12/16/2016"
## [1081] "4/4/2003" "2/25/2000" "12/24/1999" "12/20/1996" "10/24/1997"
## [1086] "1/28/2000" "1/22/2016" "5/6/2011" "4/14/2017" "3/28/2003"
## [1091] "9/8/2017" "6/5/2009" "11/20/2009" "6/23/1989" "5/15/1992"
## [1096] "9/18/1998" "2/8/2013" "6/30/2006" "7/8/2011" "3/30/2001"
## [1101] "7/17/2015" "12/13/2013" "12/7/1979" "11/15/1996" "1/16/2009"
## [1106] "3/25/2005" "12/21/2012" "9/19/1997" "7/29/2005" "9/19/1997"
## [1111] "7/7/1995" "4/7/2006" "10/8/2010" "3/13/1998" "5/20/2016"
## [1116] "3/23/2007" "10/24/2003" "6/29/2018" "11/25/2009" "11/18/1992"
## [1121] "1/23/2009" "1/19/2018" "2/28/1997" "10/17/2008" "3/15/2002"
## [1126] "3/26/2004" "12/1/2006" "11/9/2011" "11/17/2000" "8/17/2018"
## [1131] "10/13/2017" "12/3/2004" "12/23/1994" "11/21/2001" "12/27/2002"
## [1136] "5/6/2005" "6/1/2018" "8/15/2008" "2/22/2002" "8/20/2010"
## [1141] "10/12/2018" "11/21/1990" "12/5/1980" "3/28/2008" "2/12/1999"
## [1146] "3/26/2004" "11/9/2001" "12/25/1992" "3/4/2016" "4/9/2004"
## [1151] "8/21/2015" "7/25/2008" "8/19/2005" "2/23/2000" "2/25/2005"
## [1156] "12/21/2007" "9/20/2002" "4/30/2010" "9/15/2000" "12/8/2000"
## [1161] "11/9/2007" "1/18/1991" "5/27/2011" "8/11/2006" "12/25/2001"
## [1166] "12/18/2009" "3/28/2014" "9/4/1998" "3/6/2015" "9/30/2015"
## [1171] "11/22/2006" "11/29/2013" "12/5/2008" "11/10/2006" "3/11/2016"
## [1176] "5/2/1997" "9/26/2003" "1/28/2011" "2/21/1992" "4/22/2016"
## [1181] "1/1/1980" "4/19/1996" "9/14/2012" "3/13/2015" "12/25/2011"
## [1186] "4/10/2015" "9/17/1993" "8/14/2009" "9/1/1999" "5/5/2000"
## [1191] "12/4/1981" "12/11/1992" "6/2/2000" "3/16/2001" "7/8/2016"
## [1196] "7/27/2012" "4/16/2004" "4/27/2012" "3/14/2008" "4/23/1999"
## [1201] "5/12/2006" "5/13/2011" "12/10/2008" "2/24/2012" "11/7/2003"
## [1206] "7/5/1996" "6/12/2013" "1/18/2002" "6/16/2006" "11/23/1988"
## [1211] "8/27/2010" "9/10/1999" "11/10/2000" "4/20/2018" "9/2/2005"
## [1216] "2/18/2011" "1/15/1993" "10/21/2005" "9/23/2005" "3/15/2013"
## [1221] "3/19/2010" "9/14/2007" "9/6/1996" "12/8/1999" "12/15/2006"
## [1226] "8/15/1979" "4/15/2016" "11/2/2012" "12/29/1995" "12/18/1985"
## [1231] "6/29/1979" "3/7/2014" "7/29/2015" "4/28/2000" "9/28/2001"
## [1236] "1/22/2010" "8/25/2017" "10/20/1995" "6/8/1984" "11/22/1995"
## [1241] "6/25/1999" "8/10/2001" "2/10/2012" "6/10/1994" "8/16/2013"
## [1246] "9/29/2000" "6/18/2004" "11/10/1995" "8/3/2001" "3/5/1999"
## [1251] "9/20/1996" "12/15/2004" "10/8/2003" "12/18/2015" "11/10/1999"
## [1256] "11/19/2004" "12/4/2009" "6/25/2004" "4/10/2009" "11/17/2000"
## [1261] "8/18/2017" "12/25/1991" "8/12/2005" "12/23/1994" "9/28/2012"
## [1266] "12/13/2002" "1/17/2014" "2/16/2001" "8/4/1995" "4/18/2008"
## [1271] "10/8/2004" "11/17/1989" "4/25/2008" "5/29/1998" "1/9/2009"
## [1276] "8/20/2004" "11/22/2017" "9/23/2005" "5/14/2010" "4/6/2001"
## [1281] "2/12/1999" "5/11/2018" "7/24/2015" "6/9/1989" "7/3/2002"
## [1286] "3/18/1994" "12/7/2007" "5/24/1985" "1/14/2005" "1/19/2018"
## [1291] "4/13/2012" "7/21/2000" "10/24/2014" "1/13/2006" "4/24/2015"
## [1296] "8/6/2010" "5/29/2009" "9/19/2003" "11/10/2006" "4/8/2011"
## [1301] "8/16/2002" "10/19/2007" "9/15/2006" "7/20/1988" "1/25/2008"
## [1306] "11/13/1987" "2/9/2018" "11/21/1997" "4/7/2006" "11/24/2010"
## [1311] "6/3/2015" "6/1/2001" "7/2/2014" "8/1/2014" "7/15/2011"
## [1316] "5/15/1998" "8/4/1995" "9/14/2018" "9/18/1998" "2/4/2011"
## [1321] "7/21/2006" "8/25/2017" "9/17/2004" "1/19/2005" "2/6/1998"
## [1326] "3/3/2006" "10/21/2005" "10/9/2015" "7/17/2002" "7/19/1996"
## [1331] "6/4/2010" "4/9/2004" "8/1/1986" "10/24/2008" "8/26/2005"
## [1336] "6/20/2003" "12/25/2005" "6/29/2007" "1/18/2013" "1/15/1999"
## [1341] "3/12/1999" "4/29/2011" "4/10/2009" "9/9/2005" "2/3/2017"
## [1346] "12/25/2009" "1/14/2011" "6/1/1984" "1/22/1999" "12/29/2004"
## [1351] "4/2/2003" "8/17/2005" "12/29/2006" "5/5/2006" "9/23/2011"
## [1356] "2/2/2018" "6/15/2007" "10/7/2011" "1/30/2015" "12/14/2007"
## [1361] "2/24/2017" "5/15/2015" "11/18/2005" "9/28/2018" "4/8/2016"
## [1366] "12/27/1995" "9/12/2003" "8/18/2017" "8/12/2016" "2/13/1998"
## [1371] "12/5/2008" "11/12/2004" "12/31/2002" "8/26/2009" "11/6/1987"
## [1376] "9/24/1999" "11/11/1992" "8/14/2015" "7/21/2017" "11/20/1998"
## [1381] "7/15/1988" "11/1/2017" "2/14/2013" "12/11/2015" "11/7/2008"
## [1386] "2/6/2004" "1/28/2013" "6/26/1981" "6/15/2018" "9/28/2001"
## [1391] "9/16/1994" "7/16/1993" "11/11/2005" "8/12/2011" "12/22/2000"
## [1396] "4/7/1995" "8/16/2013" "10/12/2007" "9/19/2014" "1/15/2010"
## [1401] "4/25/2014" "10/1/1999" "8/24/2001" "7/11/1997" "10/30/2015"
## [1406] "12/25/1997" "6/10/1983" "6/26/2009" "2/8/2008" "12/14/1984"
## [1411] "12/25/2006" "12/25/1994" "8/19/2011" "10/21/1983" "7/20/1984"
## [1416] "9/19/2008" "10/1/2010" "6/10/2005" "6/21/1985" "3/27/1998"
## [1421] "11/2/2007" "10/18/2002" "11/24/1999" "10/17/2008" "1/16/2009"
## [1426] "8/19/2005" "12/21/1990" "8/6/2008" "12/22/1993" "7/31/1998"
## [1431] "6/15/1977" "4/26/2013" "1/31/2003" "12/22/2000" "12/29/2004"
## [1436] "8/29/2012" "3/29/2002" "12/4/2009" "10/17/2014" "2/20/2004"
## [1441] "1/27/1995" "8/24/2001" "10/18/2013" "3/21/2014" "8/24/1997"
## [1446] "3/17/2015" "5/17/1996" "8/31/2005" "10/17/2008" "2/25/2004"
## [1451] "11/24/1993" "12/16/1988" "8/10/2011" "12/25/2016" "12/12/2008"
## [1456] "1/17/2014" "12/15/1993" "3/26/2004" "8/15/2003" "2/16/2007"
## [1461] "12/21/2001" "1/18/2008" "2/5/2010" "12/25/2012" "6/3/1987"
## [1466] "11/9/2007" "1/13/2012" "1/27/2017" "4/20/2012" "3/22/2000"
## [1471] "2/10/2006" "4/22/2011" "12/13/2013" "11/12/2004" "5/23/1986"
## [1476] "8/22/2008" "3/14/2003" "1/27/2006" "9/19/1990" "8/15/2014"
## [1481] "7/18/1997" "11/20/1987" "11/20/2015" "10/15/1993" "12/27/2002"
## [1486] "8/22/1997" "12/26/2007" "12/20/2002" "6/13/2003" "5/31/2002"
## [1491] "7/6/2001" "5/16/2014" "1/1/2004" "4/4/2003" "8/29/2003"
## [1496] "2/28/2003" "8/24/2007" "10/16/1998" "2/17/2017" "11/21/2007"
## [1501] "12/9/2011" "11/6/1998" "1/23/1998" "4/11/2014" "9/23/1994"
## [1506] "2/3/2017" "5/22/2009" "4/20/2001" "7/26/1996" "3/18/2005"
## [1511] "8/26/2011" "4/23/2010" "8/24/2007" "4/7/1995" "4/22/2005"
## [1516] "5/1/1998" "2/11/2011" "8/5/2015" "9/2/2011" "3/24/2017"
## [1521] "10/11/2002" "2/20/2004" "12/22/2017" "4/4/2008" "12/8/2006"
## [1526] "4/1/1988" "11/15/2002" "4/18/1986" "7/26/1996" "9/30/2005"
## [1531] "3/3/2000" "10/8/2010" "8/15/2008" "9/13/1996" "9/13/2002"
## [1536] "8/3/2007" "9/9/2011" "12/24/1999" "9/22/2017" "12/21/2012"
## [1541] "11/13/2015" "6/21/1985" "4/15/2011" "7/3/2002" "6/3/2005"
## [1546] "7/1/1986" "10/11/1996" "3/28/2008" "10/8/1993" "8/13/1999"
## [1551] "8/16/2002" "5/17/1991" "11/25/2009" "4/6/2007" "8/17/1984"
## [1556] "3/23/2001" "12/7/2005" "3/1/1995" "4/22/2005" "12/16/2011"
## [1561] "9/1/2017" "1/6/2006" "11/25/2009" "9/11/1998" "3/22/2013"
## [1566] "6/30/2010" "7/8/2011" "11/26/1986" "12/12/1997" "2/21/2003"
## [1571] "12/20/2006" "12/16/2016" "2/18/2000" "4/7/2017" "7/12/1991"
## [1576] "9/20/1991" "10/31/2008" "1/12/2001" "12/21/1999" "8/20/2010"
## [1581] "11/24/2010" "7/14/1999" "4/7/2000" "9/16/2011" "12/24/1999"
## [1586] "12/17/2004" "6/10/2005" "3/27/1998" "8/25/1995" "6/10/2005"
## [1591] "10/2/2009" "11/6/1998" "4/7/1995" "1/16/2015" "3/17/2000"
## [1596] "12/17/1976" "10/7/2011" "2/18/2000" "1/10/2014" "2/17/2012"
## [1601] "11/12/1999" "9/1/2004" "2/26/2016" "7/17/1987" "8/25/2000"
## [1606] "12/20/1996" "8/22/2008" "12/3/1999" "9/14/2007" "9/25/2009"
## [1611] "6/26/2009" "4/25/2008" "6/24/1987" "4/24/2015" "7/13/1990"
## [1616] "11/11/1994" "9/28/2007" "3/29/2002" "6/2/1995" "2/28/2014"
## [1621] "6/1/2001" "12/8/1982" "9/19/2003" "8/3/2012" "12/28/2001"
## [1626] "11/11/2005" "11/22/2013" "2/5/2016" "8/24/2001" "12/29/1993"
## [1631] "8/12/2005" "5/19/2017" "1/18/2008" "11/27/2013" "9/19/2008"
## [1636] "2/9/2001" "7/2/1999" "9/4/2015" "4/11/2001" "8/22/2012"
## [1641] "10/27/2000" "10/1/2004" "11/17/2017" "12/4/2013" "11/5/1993"
## [1646] "8/27/1999" "12/8/2017" "9/21/2001" "1/1/1970" "11/23/2005"
## [1651] "10/8/2010" "3/3/2006" "6/24/1977" "7/27/2007" "10/5/2007"
## [1656] "12/20/1996" "11/16/2012" "4/6/2018" "6/30/1999" "6/18/1982"
## [1661] "3/19/1993" "9/14/2001" "11/5/2010" "1/5/2007" "10/11/2002"
## [1666] "3/14/2008" "3/12/1999" "8/1/2008" "6/5/2009" "9/27/2002"
## [1671] "5/6/2011" "2/24/2017" "7/23/1982" "8/11/2006" "6/12/1981"
## [1676] "11/20/1992" "11/16/1977" "5/20/1987" "7/19/2013" "3/7/2003"
## [1681] "11/17/2017" "2/14/1992" "10/15/2010" "7/29/2016" "6/16/1978"
## [1686] "10/3/2008" "7/2/2014" "11/16/2011" "10/3/2003" "7/16/1993"
## [1691] "8/18/1995" "6/23/2004" "4/18/2003" "3/31/2010" "4/2/2010"
## [1696] "10/23/1998" "10/18/2013" "12/13/2002" "6/3/2016" "4/15/2016"
## [1701] "12/7/1990" "1/9/2015" "2/17/2006" "2/15/2002" "2/14/2003"
## [1706] "2/4/2005" "2/11/2000" "11/6/2015" "6/26/2015" "3/21/2008"
## [1711] "7/24/2009" "11/17/2017" "1/26/2007" "10/13/2006" "5/14/1982"
## [1716] "8/14/1998" "7/19/1991" "10/13/2006" "2/19/2016" "8/18/2010"
## [1721] "3/21/1997" "11/4/2011" "1/4/2013" "10/27/2006" "9/19/2014"
## [1726] "12/12/2008" "10/15/2004" "4/12/2013" "11/26/2008" "10/25/2002"
## [1731] "1/8/2010" "3/31/2000" "4/28/2006" "1/4/2008" "1/12/1996"
## [1736] "8/23/2013" "1/19/1996" "9/24/2010" "9/17/2010" "3/24/2006"
## [1741] "10/7/2005" "8/21/2009" "10/30/1998" "8/13/2004" "3/23/2007"
## [1746] "9/19/2008" "5/11/2007" "7/31/1981" "4/12/1985" "9/21/2007"
## [1751] "9/11/1998" "2/11/2005" "9/29/2006" "10/26/2012" "11/3/1995"
## [1756] "3/31/2017" "2/20/2009" "4/8/2005" "7/26/2002" "3/16/2007"
## [1761] "11/21/2003" "12/14/2007" "2/15/1965" "3/6/1998" "8/29/2008"
## [1766] "11/14/1997" "10/30/2015" "4/30/2004" "10/13/2006" "10/21/1994"
## [1771] "11/22/2002" "9/2/2016" "10/28/2005" "8/23/2002" "3/27/2009"
## [1776] "5/6/1994" "2/22/2008" "12/9/2005" "12/15/1989" "8/31/2007"
## [1781] "6/3/2016" "10/27/2017" "12/4/2009" "8/27/2004" "9/20/2013"
## [1786] "4/29/2016" "8/17/2007" "9/9/2005" "1/5/2007" "12/12/2014"
## [1791] "4/16/2004" "10/11/2013" "2/24/2006" "9/16/2005" "10/3/2008"
## [1796] "3/14/2003" "2/1/2008" "4/24/2015" "10/26/2012" "12/31/2014"
## [1801] "11/23/2011" "8/14/2009" "1/28/2005" "10/29/2004" "8/26/2016"
## [1806] "10/3/2008" "11/21/2007" "10/24/2008" "11/3/2017" "10/29/1999"
## [1811] "3/19/2004" "11/13/2015" "8/22/2003" "12/6/2002" "4/29/2011"
## [1816] "5/23/2008" "10/20/2000" "8/6/2010" "12/3/2010" "11/13/2015"
## [1821] "3/18/2005" "4/22/2005" "12/10/2010" "3/7/2008" "9/18/2009"
## [1826] "3/31/2004" "8/29/2014" "8/21/2009" "12/1/2017" "11/23/2012"
## [1831] "12/20/2006" "7/29/2011" "7/3/1985" "7/7/2000" "6/24/2011"
## [1836] "8/12/2016" "9/11/2009" "5/23/1980" "10/26/2001" "10/29/1999"
## [1841] "1/16/2009" "11/8/2013" "10/19/2007" "7/26/2000" "9/20/2002"
## [1846] "10/17/2008" "1/9/1998" "3/4/2011" "9/28/2012" "6/1/2018"
## [1851] "8/16/1996" "6/24/2005" "12/6/2002" "10/2/2009" "5/22/1998"
## [1856] "2/2/2001" "11/3/2006" "7/29/1994" "6/3/1988" "7/13/2001"
## [1861] "4/30/2004" "6/1/1984" "9/9/2005" "12/10/1999" "1/1/2004"
## [1866] "12/16/2005" "6/12/1987" "3/25/2016" "3/25/2011" "9/19/1984"
## [1871] "4/11/2008" "4/8/2011" "9/26/2003" "10/10/1986" "12/26/2001"
## [1876] "1/11/2002" "7/26/2013" "4/28/2006" "12/5/2003" "5/24/1996"
## [1881] "8/7/2015" "12/13/1989" "6/29/1984" "11/13/2015" "6/24/1970"
## [1886] "4/10/2009" "9/18/2009" "12/4/1985" "11/5/2010" "5/19/2000"
## [1891] "5/12/2000" "1/15/2016" "2/6/2004" "8/16/2013" "10/26/2001"
## [1896] "1/8/2010" "7/25/2014" "7/10/2009" "1/31/2014" "9/26/1997"
## [1901] "10/15/2004" "3/22/1989" "2/21/1986" "1/15/2010" "6/26/1981"
## [1906] "9/30/1994" "6/6/2008" "10/8/2008" "6/25/1982" "8/20/2010"
## [1911] "4/11/2014" "12/29/1995" "3/18/2016" "11/25/2016" "3/17/2017"
## [1916] "4/25/1986" "9/22/2006" "4/15/2016" "8/22/2014" "6/28/1985"
## [1921] "8/17/2007" "2/20/2009" "2/14/2008" "1/13/2006" "11/21/2007"
## [1926] "12/22/2004" "8/25/2006" "4/25/2003" "4/6/2018" "8/10/2001"
## [1931] "7/18/1986" "8/13/2014" "10/17/1997" "10/22/2004" "11/15/2013"
## [1936] "9/28/2012" "8/5/1998" "4/5/2013" "8/27/2004" "10/29/2010"
## [1941] "2/20/2015" "11/11/2016" "3/10/2006" "10/10/2003" "1/26/2007"
## [1946] "10/2/1998" "3/4/2011" "7/9/1982" "8/20/2010" "9/5/2003"
## [1951] "3/31/2006" "8/24/2001" "12/11/1998" "11/27/2002" "7/24/1987"
## [1956] "1/25/2008" "2/24/2006" "8/24/2012" "4/30/2004" "12/25/2010"
## [1961] "1/1/1981" "10/17/2003" "6/10/2016" "6/26/2015" "3/11/2016"
## [1966] "11/27/1991" "12/11/1987" "12/11/1995" "8/18/2006" "12/19/2003"
## [1971] "9/21/2007" "6/2/1989" "12/16/1994" "5/19/2000" "12/8/1982"
## [1976] "1/15/1999" "5/25/2012" "11/25/2011" "8/2/2002" "12/29/2006"
## [1981] "2/2/2007" "3/2/2001" "8/9/1991" "6/27/2001" "4/11/2001"
## [1986] "9/12/2008" "4/20/2007" "8/15/2008" "6/13/2018" "3/12/2010"
## [1991] "10/11/2002" "3/3/2000" "1/30/1987" "7/18/2003" "5/28/2004"
## [1996] "12/9/1988" "6/29/2012" "9/3/2004" "10/19/1979" "3/7/1986"
## [2001] "11/18/2016" "9/15/2000" "8/13/1999" "10/19/2007" "5/16/2014"
## [2006] "8/15/1997" "12/21/2005" "10/1/2014" "12/31/2008" "6/21/2002"
## [2011] "6/8/2007" "11/15/2002" "4/22/2005" "2/26/2010" "3/31/2006"
## [2016] "11/16/1990" "12/5/1984" "5/16/1986" "12/17/1982" "11/25/1987"
## [2021] "11/26/2010" "9/15/1999" "12/8/2000" "12/9/1988" "12/20/1996"
## [2026] "8/11/2017" "10/25/2013" "6/28/1978" "12/18/1985" "11/28/2014"
## [2031] "3/30/1988" "11/18/1959" "1/18/2013" "10/10/1980" "3/7/1980"
## [2036] "3/6/1987" "3/19/2010" "7/29/1983" "9/30/2006" "12/21/1994"
## [2041] "1/1/1979" "2/3/2006" "2/8/2002" "8/15/1997" "12/25/1997"
## [2046] "5/2/2003" "12/25/1998" "6/9/1993" "12/14/2001" "12/3/2014"
## [2051] "12/16/1962" "11/7/2014" "9/16/2011" "4/18/2003" "4/28/2000"
## [2056] "8/28/2009" "3/13/2009" "2/18/2005" "9/25/1987" "7/12/2002"
## [2061] "12/25/2007" "8/22/2014" "5/11/2007" "4/21/2000" "10/27/2000"
## [2066] "10/10/1997" "7/23/2010" "11/5/1993" "1/15/1993" "9/22/2000"
## [2071] "3/29/2013" "10/20/2006" "3/23/2007" "4/29/2016" "12/22/2010"
## [2076] "10/11/2002" "10/13/2006" "3/6/1998" "6/26/2009" "11/2/2012"
## [2081] "5/11/1984" "4/20/2001" "8/19/2011" "6/25/2004" "10/2/2009"
## [2086] "9/1/2000" "1/20/2017" "4/25/2003" "10/11/2002" "8/27/1999"
## [2091] "4/3/1998" "3/1/1989" "3/24/2000" "10/8/2004" "4/23/1993"
## [2096] "3/2/2007" "2/21/2003" "6/22/2007" "3/21/2003" "5/22/2002"
## [2101] "5/5/2006" "2/8/2008" "1/4/2013" "10/8/2001" "8/20/2008"
## [2106] "9/24/1999" "10/21/2005" "4/30/1999" "1/26/2007" "9/22/2010"
## [2111] "9/15/2010" "9/9/2016" "12/25/2003" "10/22/1999" "1/17/1986"
## [2116] "6/2/2006" "11/12/1999" "1/25/2002" "4/26/2013" "2/6/2004"
## [2121] "7/25/2003" "8/27/2010" "10/23/2009" "9/6/2013" "11/4/2011"
## [2126] "10/25/2002" "2/17/2017" "7/1/2015" "11/1/1996" "7/22/2011"
## [2131] "6/5/2015" "11/12/2008" "12/17/1974" "5/25/1988" "12/20/1989"
## [2136] "10/1/1993" "1/12/2007" "1/16/2009" "8/31/2012" "10/22/1982"
## [2141] "7/13/1977" "9/25/1998" "12/9/1981" "2/24/2012" "1/18/1991"
## [2146] "12/21/1988" "10/8/1999" "1/13/2012" "7/23/1993" "10/4/2002"
## [2151] "3/8/2002" "6/17/1977" "3/12/2010" "10/27/1995" "5/5/2006"
## [2156] "10/25/1996" "5/14/1999" "4/26/2002" "5/13/1994" "2/20/2015"
## [2161] "11/17/2006" "10/26/2012" "11/30/2007" "10/6/2006" "4/21/2000"
## [2166] "3/26/1999" "10/23/2015" "12/19/2014" "9/7/2001" "3/31/1995"
## [2171] "1/1/1978" "9/26/2008" "9/30/2011" "12/9/2005" "7/1/1995"
## [2176] "3/30/1990" "11/8/2002" "10/12/2012" "11/22/2000" "1/29/1982"
## [2181] "2/18/2005" "3/2/2001" "4/1/2011" "12/17/2004" "12/23/1987"
## [2186] "1/12/2001" "7/4/2018" "3/16/2016" "2/11/2000" "6/24/2016"
## [2191] "7/17/1987" "11/21/2007" "12/15/2000" "10/10/2014" "7/2/2014"
## [2196] "5/10/2002" "2/5/1993" "3/12/1999" "4/24/1998" "11/9/1990"
## [2201] "7/10/1996" "3/1/2013" "11/21/2007" "9/21/2012" "6/29/2001"
## [2206] "10/16/2015" "10/16/2015" "12/20/2006" "2/23/2007" "6/12/1998"
## [2211] "9/9/2016" "4/13/1994" "8/4/1999" "11/10/1999" "8/24/2001"
## [2216] "5/4/2007" "8/24/2007" "3/2/2001" "12/4/2015" "2/26/2010"
## [2221] "12/3/2010" "7/24/2015" "3/17/2006" "10/13/2006" "7/29/2011"
## [2226] "12/23/2011" "6/18/2010" "9/12/2014" "9/3/2010" "12/19/2002"
## [2231] "2/12/1982" "11/22/2002" "9/11/2009" "9/30/1992" "11/7/2008"
## [2236] "4/2/1982" "5/25/1979" "10/15/2010" "10/12/2007" "5/21/2010"
## [2241] "12/31/1997" "11/1/1996" "9/3/2004" "4/16/2010" "11/18/1988"
## [2246] "6/20/1975" "12/26/1973" "6/6/2014" "7/9/1999" "4/16/2014"
## [2251] "12/12/1986" "6/4/1982" "9/13/2002" "2/4/1994" "2/24/2012"
## [2256] "8/11/2006" "12/20/1996" "11/25/2016" "12/25/1997" "11/22/2013"
## [2261] "11/6/1981" "7/24/2015" "10/10/2008" "8/21/2002" "4/7/2004"
## [2266] "12/21/2001" "10/7/1960" "9/1/2006" "12/11/1992" "10/25/2002"
## [2271] "12/12/2014" "9/11/1998" "1/30/2015" "1/13/1995" "3/11/2005"
## [2276] "3/3/2006" "11/15/2013" "1/9/2004" "10/5/2001" "12/9/2011"
## [2281] "7/14/2017" "8/6/1997" "10/30/1998" "10/3/2008" "3/20/1981"
## [2286] "12/12/2003" "2/10/1982" "12/3/2004" "3/22/2002" "10/13/2017"
## [2291] "12/5/2008" "5/12/2000" "10/20/2006" "9/3/1993" "11/17/2006"
## [2296] "11/20/1998" "6/6/1986" "3/22/1996" "2/22/2008" "2/13/2009"
## [2301] "2/15/2002" "3/9/2007" "11/13/1981" "3/19/1999" "6/14/2002"
## [2306] "3/1/2013" "3/7/2008" "3/11/2011" "9/30/2005" "4/20/2012"
## [2311] "6/4/2010" "4/18/2008" "10/31/1997" "9/28/2007" "1/6/2006"
## [2316] "9/3/2010" "9/17/1999" "3/9/2001" "11/7/2009" "10/9/2015"
## [2321] "8/19/2011" "11/11/2015" "9/23/2016" "12/10/1999" "3/20/1998"
## [2326] "11/20/2015" "4/21/1989" "1/22/2016" "10/9/2009" "5/25/1977"
## [2331] "6/8/1984" "12/22/1965" "12/10/2010" "12/27/1991" "9/22/2006"
## [2336] "3/13/1992" "8/22/2014" "4/7/1989" "1/25/2002" "12/29/1995"
## [2341] "11/4/2015" "3/5/1999" "10/17/2008" "4/1/2015" "6/12/1981"
## [2346] "10/23/2009" "10/12/2001" "4/13/1978" "1/1/1975" "1/11/2013"
## [2351] "11/21/2001" "10/13/2000" "3/30/2001" "12/6/2013" "2/19/1993"
## [2356] "11/12/2004" "12/25/1993" "2/1/2002" "9/26/2003" "10/10/2004"
## [2361] "1/31/2003" "12/14/1995" "5/12/1995" "1/1/1970" "1/1/1991"
## [2366] "9/7/2007" "11/10/2006" "8/26/2011" "5/4/2012" "10/24/2008"
## [2371] "5/25/2012" "4/27/2007" "6/4/1982" "6/18/1999" "12/25/2004"
## [2376] "6/11/1982" "4/2/1968" "4/20/2007" "2/20/2004" "2/18/1983"
## [2381] "8/24/2007" "12/5/1997" "10/22/2004" "8/26/2016" "6/26/1981"
## [2386] "10/27/2006" "7/1/2016" "5/18/2018" "8/25/2000" "10/26/2007"
## [2391] "2/24/2006" "1/7/2005" "10/17/1986" "6/5/2015" "10/2/1992"
## [2396] "11/3/2017" "5/4/2012" "6/8/2018" "3/16/2018" "2/17/1989"
## [2401] "10/4/1962" "2/16/1996" "10/27/2017" "8/31/2001" "6/28/1985"
## [2406] "2/16/2001" "7/10/1985" "1/22/2016" "10/4/1985" "5/19/2017"
## [2411] "9/17/2010" "11/22/2002" "3/22/1985" "4/28/2017" "3/6/1992"
## [2416] "10/3/2008" "12/19/2003" "11/12/1999" "9/20/2002" "5/19/1989"
## [2421] "7/27/2018" "6/24/1983" "11/23/1994" "9/6/2002" "10/6/2006"
## [2426] "8/21/2015" "3/25/1983" "6/12/1998" "4/26/2013" "9/16/2016"
## [2431] "10/21/1983" "2/2/2001" "6/9/2006" "2/23/2007" "7/24/1998"
## [2436] "2/25/1994" "6/20/2008" "9/27/1985" "9/23/2005" "1/19/1990"
## [2441] "8/3/1990" "1/25/2002" "10/7/2016" "5/30/2003" "5/16/1980"
## [2446] "3/12/1999" "8/14/2009" "11/23/2011" "12/25/2014" "6/28/2002"
## [2451] "3/14/1997" "1/20/2006" "10/20/2000" "7/23/1999" "4/3/1998"
## [2456] "6/11/1999" "7/9/2004" "1/25/2013" "5/21/2010" "7/18/2003"
## [2461] "3/14/2014" "3/27/2015" "2/1/2008" "10/24/2001" "2/11/2011"
## [2466] "11/30/2012" "10/30/1998" "1/16/2004" "10/15/1999" "5/3/2002"
## [2471] "3/28/2008" "12/18/1981" "3/20/2015" "7/4/2007" "4/5/2000"
## [2476] "6/18/2010" "6/15/2018" "3/16/2012" "9/30/2016" "3/30/2016"
## [2481] "10/4/1996" "10/12/2012" "2/4/1994" "10/8/1999" "11/14/2014"
## [2486] "12/22/2000" "5/1/1987" "6/2/2006" "9/9/2011" "10/6/2000"
## [2491] "5/3/2013" "4/21/2017" "6/24/2011" "2/28/2003" "12/27/2002"
## [2496] "3/21/2014" "5/2/2003" "10/19/2007" "9/7/2007" "4/4/2008"
## [2501] "8/6/1999" "1/20/2012" "10/4/2013" "4/2/2004" "9/14/2007"
## [2506] "10/24/1997" "8/14/1998" "12/17/2004" "5/3/2013" "10/29/2010"
## [2511] "9/9/2016" "6/1/2012" "5/18/2007" "4/23/2010" "8/26/1994"
## [2516] "2/19/2010" "10/23/2009" "10/15/2004" "11/7/2014" "8/28/2009"
## [2521] "7/10/2015" "10/16/2009" "12/21/2007" "10/8/2010" "8/21/2009"
## [2526] "9/26/2014" "2/2/2007" "4/13/2012" "2/7/2014" "7/21/2015"
## [2531] "12/19/2012" "4/28/2006" "1/12/2000" "6/13/1967" "6/10/1988"
## [2536] "3/19/2010" "10/30/2009" "11/7/1963" "11/3/2006" "8/7/1981"
## [2541] "12/29/1995" "5/25/1979" "12/29/1965" "11/6/1996" "10/21/2016"
## [2546] "11/9/1988" "1/30/2015" "7/30/2004" "10/13/2000" "2/18/2000"
## [2551] "12/5/2006" "11/18/2016" "12/2/2016" "3/16/1984" "11/8/1989"
## [2556] "11/4/2016" "11/28/2007" "4/16/2003" "9/8/2000" "8/22/2008"
## [2561] "9/13/2002" "4/29/1994" "3/9/2007" "9/29/2000" "6/1/2007"
## [2566] "8/26/2016" "8/18/2006" "5/14/2010" "5/6/2016" "10/25/2002"
## [2571] "11/22/2006" "5/8/2015" "1/20/2015" "10/10/1968" "2/26/2011"
## [2576] "9/26/1986" "11/18/2016" "12/16/2009" "8/15/2008" "2/20/2015"
## [2581] "7/31/1987" "11/7/1979" "3/1/1991" "3/9/2007" "2/27/2004"
## [2586] "9/17/2009" "6/13/2014" "11/1/2016" "2/12/2010" "6/4/1999"
## [2591] "4/16/2010" "11/24/2006" "10/14/1994" "6/22/1984" "6/22/1979"
## [2596] "3/9/1984" "7/26/2006" "9/17/2010" "8/8/1986" "6/27/2003"
## [2601] "6/22/1979" "1/30/2004" "3/13/1992" "3/21/2008" "12/25/1981"
## [2606] "12/18/1969" "11/10/1982" "4/28/2006" "10/14/1994" "10/1/1999"
## [2611] "9/18/2013" "1/16/1998" "6/27/2014" "5/19/2006" "8/7/2002"
## [2616] "4/29/2011" "4/22/1994" "12/29/2000" "6/12/2015" "10/8/2010"
## [2621] "5/12/2000" "12/30/2015" "12/23/2005" "12/29/2010" "1/1/1991"
## [2626] "11/19/2010" "1/24/1997" "10/28/1983" "5/11/2007" "10/24/2003"
## [2631] "6/15/2007" "9/16/2011" "5/18/2007" "10/29/2010" "5/22/2015"
## [2636] "10/14/2011" "4/27/2001" "9/29/2017" "11/30/2007" "5/6/2016"
## [2641] "2/23/1990" "12/13/1989" "9/26/1997" "2/23/1996" "6/8/2007"
## [2646] "10/9/2009" "9/4/2009" "10/21/2005" "3/9/1984" "3/8/2002"
## [2651] "2/22/2008" "11/24/2004" "12/21/2011" "6/24/2016" "7/24/2003"
## [2656] "4/13/2018" "5/15/2015" "12/25/2007" "5/27/2011" "10/15/1999"
## [2661] "12/5/2007" "3/15/1972" "6/29/2012" "4/15/1983" "3/16/2018"
## [2666] "11/12/1993" "6/27/1973" "1/12/2000" "1/24/2003" "10/7/2005"
## [2671] "9/30/2005" "3/29/1974" "8/25/1995" "4/11/2001" "12/20/1974"
## [2676] "2/12/1988" "5/13/1983" "6/19/2015" "7/22/2005" "1/17/2014"
## [2681] "3/22/1996" "11/14/2014" "7/31/1992" "8/25/1999" "4/11/2003"
## [2686] "10/11/1985" "10/10/2003" "10/2/2009" "12/11/2009" "1/10/1991"
## [2691] "8/12/1988" "6/18/2010" "9/1/1999" "11/29/2002" "7/27/2007"
## [2696] "5/1/1992" "12/14/2001" "9/28/1990" "6/27/1986" "5/2/2008"
## [2701] "8/27/1999" "10/18/2002" "10/21/2011" "12/22/2010" "1/13/2012"
## [2706] "2/2/2007" "11/15/2013" "9/25/2009" "4/8/1983" "5/7/2010"
## [2711] "7/12/1996" "10/2/2015" "4/2/2014" "7/30/2010" "5/13/2011"
## [2716] "3/13/1998" "2/14/2003" "1/21/2000" "12/12/2008" "9/21/2012"
## [2721] "9/24/1993" "9/17/2010" "8/5/2005" "9/19/2008" "10/3/2014"
## [2726] "7/12/1991" "7/24/1987" "5/22/1981" "4/2/1993" "4/7/2006"
## [2731] "10/22/1999" "3/7/2003" "5/31/2013" "11/13/2009" "7/23/2004"
## [2736] "10/26/1984" "2/27/2004" "10/10/2007" "10/9/2009" "2/22/2008"
## [2741] "1/15/1988" "10/20/1995" "12/19/1986" "9/19/1980" "10/17/1956"
## [2746] "7/25/1980" "3/23/2001" "12/17/2008" "6/30/1989" "7/10/1981"
## [2751] "7/16/1999" "8/16/1995" "4/5/2002" "9/27/2000" "9/27/2006"
## [2756] "4/16/2003" "2/12/1988" "8/8/2007" "10/21/1988" "3/20/1998"
## [2761] "4/24/1998" "5/24/1995" "9/7/2012" "12/15/2000" "3/19/2010"
## [2766] "3/16/2012" "7/29/2011" "8/29/2008" "9/22/2006" "3/13/2009"
## [2771] "7/18/2014" "12/21/2006" "3/14/2014" "10/31/2003" "7/3/2008"
## [2776] "11/16/2001" "7/15/2011" "12/7/2001" "4/29/2011" "3/25/2011"
## [2781] "2/2/1979" "11/10/2006" "4/2/2010" "9/5/2008" "1/23/2015"
## [2786] "2/4/1983" "3/18/2011" "9/8/2006" "9/7/2012" "3/12/2003"
## [2791] "9/1/2006" "6/21/2002" "12/25/1973" "9/25/1981" "2/25/2005"
## [2796] "11/22/1996" "9/28/2018" "6/6/2003" "7/20/2001" "12/14/2001"
## [2801] "11/26/2004" "10/3/2003" "4/1/2011" "5/17/2002" "7/15/2011"
## [2806] "8/3/2007" "2/24/2017" "8/5/2005" "4/22/2011" "10/3/1980"
## [2811] "2/24/2017" "1/20/2017" "10/21/2011" "10/28/2005" "9/13/2013"
## [2816] "7/22/2016" "10/25/2002" "10/13/2017" "10/19/2012" "10/24/2014"
## [2821] "8/30/2013" "5/16/1975" "12/24/2003" "12/23/1954" "4/11/2014"
## [2826] "11/1/2013" "2/27/2015" "3/16/2001" "8/26/2011" "7/21/2006"
## [2831] "4/8/1998" "10/13/2000" "7/5/2013" "4/1/2016" "12/17/1997"
## [2836] "11/3/1982" "10/23/1991" "3/26/1999" "9/18/1981" "1/16/2015"
## [2841] "3/23/2018" "10/10/2014" "8/31/2001" "11/7/1997" "4/10/1981"
## [2846] "6/9/2017" "3/15/2002" "9/24/2004" "6/21/1996" "3/27/1986"
## [2851] "4/2/1982" "3/3/2017" "4/15/1983" "3/13/2009" "1/29/2016"
## [2856] "8/20/1982" "1/9/2009" "5/9/2014" "3/17/2017" "10/6/2000"
## [2861] "5/28/2004" "5/9/2003" "12/22/1978" "4/27/2001" "7/21/1989"
## [2866] "1/6/2006" "8/14/1998" "7/13/2001" "9/11/2015" "5/12/2006"
## [2871] "10/10/1997" "8/6/2008" "2/25/2011" "8/27/1982" "3/3/2017"
## [2876] "4/15/2016" "11/16/1994" "5/13/2011" "12/17/2010" "12/28/2016"
## [2881] "1/30/1998" "9/12/2014" "8/29/2003" "2/21/1996" "8/16/2013"
## [2886] "1/17/1997" "9/26/2014" "9/10/2010" "11/16/2007" "10/17/2014"
## [2891] "8/14/2009" "9/2/2016" "11/21/2014" "8/18/2014" "1/23/2015"
## [2896] "11/20/1996" "1/6/2006" "9/30/2011" "8/22/1986" "4/22/1988"
## [2901] "3/4/2005" "12/29/2004" "6/24/2011" "3/23/1984" "6/20/1980"
## [2906] "8/13/1982" "9/28/1996" "12/19/2002" "9/13/1985" "10/24/2008"
## [2911] "2/12/1999" "4/23/1986" "10/26/2001" "9/2/2011" "3/27/1998"
## [2916] "10/7/2011" "5/8/2015" "4/18/2003" "4/9/2010" "3/1/2013"
## [2921] "9/4/2014" "12/1/2017" "11/19/1975" "6/25/1976" "6/6/2003"
## [2926] "6/13/2001" "10/19/1990" "8/13/2010" "10/21/2011" "3/6/1998"
## [2931] "3/19/1982" "2/5/1953" "11/25/1992" "9/12/2003" "4/20/1977"
## [2936] "10/27/1995" "12/26/2001" "7/11/2014" "7/9/2010" "8/17/1979"
## [2941] "4/18/2014" "3/1/2013" "12/17/1974" "8/16/1985" "8/4/2000"
## [2946] "8/8/1963" "5/13/2016" "11/14/2001" "3/1/2000" "4/11/2008"
## [2951] "11/26/2003" "8/4/2006" "2/3/1995" "12/28/2007" "5/25/2007"
## [2956] "11/17/2006" "12/25/1995" "9/20/2002" "12/1/1988" "1/31/1997"
## [2961] "9/10/1999" "9/16/2005" "9/23/2011" "9/30/2005" "2/28/2003"
## [2966] "3/7/2014" "4/11/2014" "3/4/1988" "5/8/2009" "1/28/2000"
## [2971] "4/10/2015" "1/30/2015" "6/19/2015" "4/2/2010" "4/2/2010"
## [2976] "4/1/2011" "12/22/2000" "4/22/2011" "12/27/2002" "11/18/2011"
## [2981] "6/1/2012" "7/11/2014" "12/15/1939" "1/1/1976" "1/14/2011"
## [2986] "4/30/2010" "10/5/2018" "8/11/2006" "2/19/2010" "11/21/2006"
## [2991] "7/4/1980" "8/13/1997" "5/26/1993" "4/26/1995" "2/19/2016"
## [2996] "12/6/2002" "1/19/2018" "5/1/1987" "1/1/1967" "5/27/1998"
## [3001] "11/6/1998" "3/13/1987" "6/29/2001" "12/2/2016" "4/19/2000"
## [3006] "9/30/2016" "6/10/2011" "9/14/2007" "1/8/2016" "2/17/2006"
## [3011] "3/25/2005" "9/17/1999" "5/17/2013" "10/21/2011" "9/26/2008"
## [3016] "2/16/1956" "10/10/2014" "10/26/2007" "1/17/2003" "11/18/1983"
## [3021] "8/20/1982" "7/16/2004" "6/3/2011" "4/22/2016" "7/29/2009"
## [3026] "9/22/2006" "1/1/1946" "7/19/1996" "7/28/1978" "10/20/2010"
## [3031] "8/28/2015" "12/22/1964" "12/18/1957" "1/1/1978" "11/20/1998"
## [3036] "8/1/1997" "6/10/1975" "4/6/2001" "4/27/1990" "10/25/1985"
## [3041] "5/8/2009" "11/4/1998" "5/12/1999" "5/24/2013" "11/20/1987"
## [3046] "7/31/2009" "7/8/1988" "10/1/2004" "10/18/2002" "4/28/2006"
## [3051] "7/22/2016" "6/24/2016" "4/14/2000" "9/1/2000" "2/28/1997"
## [3056] "5/17/2013" "9/24/1993" "9/13/1978" "4/22/2016" "8/9/1996"
## [3061] "2/24/2006" "4/9/2010" "9/19/2014" "10/24/2003" "9/7/2012"
## [3066] "9/5/2008" "9/9/2011" "8/23/1996" "2/12/1993" "10/1/2010"
## [3071] "3/2/2012" "11/9/2007" "3/21/2008" "3/17/2006" "8/15/2014"
## [3076] "8/4/1999" "9/4/2015" "9/9/2011" "9/30/2005" "6/27/2014"
## [3081] "10/1/2010" "11/20/1998" "6/10/2005" "12/15/1974" "6/25/1976"
## [3086] "7/22/2005" "9/15/2006" "2/15/2008" "10/17/1979" "6/13/1997"
## [3091] "2/7/1974" "5/2/2014" "1/1/1987" "12/7/2007" "1/11/2013"
## [3096] "7/28/2004" "10/4/1996" "10/30/1981" "10/22/1982" "8/2/2013"
## [3101] "1/27/1995" "6/24/2016" "8/17/2012" "6/16/2000" "5/27/2005"
## [3106] "6/20/2008" "8/24/2007" "8/16/2013" "6/21/2013" "5/13/2011"
## [3111] "10/16/1996" "9/1/2006" "3/20/2015" "5/1/1998" "9/5/2014"
## [3116] "8/26/2011" "2/9/1940" "8/13/1982" "10/9/1971" "2/9/2007"
## [3121] "7/13/2001" "10/16/2016" "9/30/2011" "4/8/1964" "5/21/1982"
## [3126] "8/2/1967" "12/17/1973" "3/13/2015" "3/9/2012" "10/8/1999"
## [3131] "2/9/2007" "12/31/1986" "6/26/1998" "6/11/2010" "8/15/2003"
## [3136] "10/6/2017" "8/25/2017" "7/2/2004" "3/30/2001" "8/20/2003"
## [3141] "6/17/2005" "8/28/2015" "11/10/2006" "3/3/2000" "9/18/2015"
## [3146] "8/2/2002" "6/8/2018" "1/20/2017" "6/28/2006" "5/2/2008"
## [3151] "8/7/2015" "4/30/1999" "4/8/2011" "9/28/2001" "9/24/2010"
## [3156] "4/15/2005" "1/18/2008" "7/26/1996" "9/8/2006" "4/15/2005"
## [3161] "4/15/1998" "2/3/2017" "3/20/2009" "1/1/1993" "2/10/2006"
## [3166] "10/31/2008" "6/23/2006" "9/9/2011" "4/28/1971" "7/7/2007"
## [3171] "2/8/2013" "7/8/2016" "10/8/2010" "7/11/2003" "4/24/2015"
## [3176] "6/3/2011" "8/27/2010" "11/16/1976" "11/9/1984" "6/27/2012"
## [3181] "11/15/2002" "6/15/2001" "8/23/2011" "10/8/2010" "11/23/2001"
## [3186] "3/19/2008" "2/28/2014" "10/4/2013" "10/1/1999" "12/18/2015"
## [3191] "6/17/2005" "6/24/2005" "4/9/1999" "1/27/2006" "1/15/1999"
## [3196] "11/4/2005" "4/1/2011" "10/21/2016" "9/12/2003" "9/8/1989"
## [3201] "2/26/1988" "10/5/2005" "4/20/1979" "9/23/1994" "7/26/2013"
## [3206] "6/26/1998" "3/2/1984" "10/21/2016" "4/19/2002" "4/19/2013"
## [3211] "3/25/2005" "5/17/2002" "3/7/2008" "2/11/2011" "8/19/2011"
## [3216] "9/7/2007" "10/31/2008" "2/5/1936" "5/11/2007" "3/22/2002"
## [3221] "9/28/2005" "10/9/2009" "7/20/2018" "3/17/2006" "6/3/2011"
## [3226] "11/20/2015" "4/29/2005" "10/9/1998" "10/11/1996" "3/23/2007"
## [3231] "5/5/2000" "3/15/1985" "4/30/1981" "8/31/1984" "4/19/2013"
## [3236] "10/29/2004" "8/4/1989" "2/15/2002" "2/22/2002" "11/10/2000"
## [3241] "4/19/2013" "7/7/2000" "4/13/2012" "8/28/2015" "11/19/1982"
## [3246] "6/18/2004" "9/7/2012" "9/14/2012" "3/21/2014" "10/7/2005"
## [3251] "12/25/2005" "2/11/2005" "3/23/2012" "9/4/1987" "5/18/2012"
## [3256] "1/23/1943" "11/21/1976" "1/6/2012" "4/17/2015" "2/8/1976"
## [3261] "2/1/1980" "8/23/2013" "5/25/2012" "4/10/1981" "5/8/1963"
## [3266] "9/18/1987" "8/18/2000" "12/29/2010" "1/20/2006" "1/1/1970"
## [3271] "7/20/2018" "9/25/2015" "10/19/2012" "3/23/2012" "9/12/2014"
## [3276] "8/3/2005" "8/1/2008" "11/21/2001" "4/24/1998" "9/18/2009"
## [3281] "9/19/2003" "12/7/2001" "10/9/1998" "8/18/2017" "12/1/2000"
## [3286] "5/9/2014" "7/29/2011" "2/14/2003" "10/24/2014" "6/20/1997"
## [3291] "5/2/2003" "10/19/2007" "5/5/2000" "7/18/2014" "8/22/2003"
## [3296] "12/30/2002" "8/22/2001" "10/30/2009" "6/1/2012" "3/11/2016"
## [3301] "10/17/2014" "11/21/2008" "4/10/2015" "3/18/2005" "5/15/2015"
## [3306] "4/21/2006" "9/15/2006" "7/17/2009" "9/23/2005" "12/31/2008"
## [3311] "1/29/2010" "4/14/2006" "9/27/2002" "4/13/2012" "5/12/2017"
## [3316] "7/12/2013" "4/1/2016" "8/26/2011" "8/25/2006" "8/13/1942"
## [3321] "8/31/2012" "1/30/2004" "10/25/2002" "12/30/2011" "5/10/1996"
## [3326] "3/28/2003" "10/1/1993" "5/7/2004" "8/6/2004" "8/11/1973"
## [3331] "6/8/2012" "2/3/2012" "8/29/2014" "7/1/2005" "10/11/2013"
## [3336] "6/25/1968" "8/11/2006" "6/19/1998" "7/14/1999" "8/10/1977"
## [3341] "10/31/2000" "7/2/1999" "5/22/2015" "8/11/1964" "5/9/1980"
## [3346] "9/26/2008" "11/15/1974" "10/3/2003" "1/22/2010" "2/1/2002"
## [3351] "1/30/2004" "6/9/2000" "1/31/2003" "7/30/1999" "8/20/2004"
## [3356] "8/23/2013" "2/13/1998" "8/29/2003" "10/29/2010" "3/24/2006"
## [3361] "12/11/2015" "1/1/1991" "10/21/2005" "11/2/2001" "9/25/2009"
## [3366] "3/31/2006" "8/22/1997" "8/11/2006" "8/3/1990" "6/11/2004"
## [3371] "5/10/1975" "8/2/2006" "10/24/2008" "1/1/1983" "7/27/2001"
## [3376] "12/10/2004" "10/13/2005" "4/1/1986" "1/1/1980" "1/1/1987"
## [3381] "4/13/1957" "10/17/1978" "11/24/1999" "3/10/2000" "10/17/2003"
## [3386] "9/20/1996" "12/10/2008" "9/11/1998" "7/15/2005" "3/11/2011"
## [3391] "8/7/1998" "5/6/2005" "8/17/2012" "6/28/2002" "4/28/2017"
## [3396] "4/11/2003" "10/28/2011" "7/14/2000" "3/28/1997" "8/28/1998"
## [3401] "7/22/2005"str_detect(Movies$release_date, "2018")## [1] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [25] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [37] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [49] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [61] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [73] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [85] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [97] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [109] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [121] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [133] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [145] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [157] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [169] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [181] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [193] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [205] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [217] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [229] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [241] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [253] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [265] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [277] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [289] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [301] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [313] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [325] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [337] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [349] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [361] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [469] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [481] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [529] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [541] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [565] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [577] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [589] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [601] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [613] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [625] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [637] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [649] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [661] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [673] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [685] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [697] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [709] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [721] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [733] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [745] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [757] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [769] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [781] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [793] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [805] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [817] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [829] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [841] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [853] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [865] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [877] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [889] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [901] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [913] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [925] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [937] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [949] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [961] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [973] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [985] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [997] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1009] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1021] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1033] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1045] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1057] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1069] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1081] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1093] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1105] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1117] FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [1129] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1141] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1153] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1165] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1177] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1189] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1201] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1213] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1225] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1237] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1249] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1261] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1273] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [1285] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [1297] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [1309] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [1321] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1333] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1345] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [1357] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
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## [1933] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1945] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1957] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1969] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [1981] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [1993] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [2017] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [3289] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
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## [3385] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [3397] FALSE FALSE FALSE FALSE FALSEsum(str_detect(Movies$release_date, "2018")
)## [1] 55Movies%>%
summarise(num_release_date = sum(str_detect(release_date, "2018")))## # A tibble: 1 × 1
## num_release_date
## <int>
## 1 55Movies %>%
mutate(col_2018 = str_extract(release_date, "2018")) %>%
select(release_date, col_2018) %>%
filter(!is.na(col_2018))## # A tibble: 55 × 2
## release_date col_2018
## <chr> <chr>
## 1 6/22/2018 2018
## 2 12/21/2018 2018
## 3 3/23/2018 2018
## 4 8/10/2018 2018
## 5 3/29/2018 2018
## 6 7/6/2018 2018
## 7 7/13/2018 2018
## 8 4/13/2018 2018
## 9 5/18/2018 2018
## 10 3/9/2018 2018
## # ℹ 45 more rowsMovies %>%
mutate(col_1995 = str_replace(release_date, "2018", "1995")) %>%
select(release_date, col_1995) %>%
filter(!is.na(col_1995))## # A tibble: 3,401 × 2
## release_date col_1995
## <chr> <chr>
## 1 6/22/2007 6/22/2007
## 2 7/28/1995 7/28/1995
## 3 5/12/2017 5/12/2017
## 4 12/25/2013 12/25/2013
## 5 6/22/2018 6/22/1995
## 6 8/1/2014 8/1/2014
## 7 5/7/2010 5/7/2010
## 8 4/4/2014 4/4/2014
## 9 7/11/2014 7/11/2014
## 10 11/10/2004 11/10/2004
## # ℹ 3,391 more rows