Problem 7: Answer the following questions about the accompanying data file. Year 1. What is the maximum yearly NYC consumption of water in millions of gallons per day? How many calendar years are represented within this data set? NumPy's shape command is one way to 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 find out. What is the mean and the standard deviation of the per capita daily water consumption? What is the increase or decrease in population from year to year? Use NumPy's 'diff' function to create an array of differences and save that to a variable called "pop_diff", then print that variable to the screen. New York City Pe NYC Consumptic Per Capita(Gallons per person per day) 7102100 7071639 7089241 7109105 7181224 7234514 7274054 7319246 7342476 7353719 7344175 7335650 7374501 7428944 7506166 7570458 7633040 7697812 7773443 7858259 7947660 8008278 8024963.5 8041649 8058334.5 8075020 8091705.5 8108391 8125076.5 8141762 8158447.5 8175133 8284098 8361179 8422460 8471990 8516502 8537673 8622698 1512 1506 1309 1382 1424 1465 1326 1351 1447 1484 1402 1424 1469 1369 1368.5 1357.7 1325.7 1297.9 1205.5 1219.5 1237.2 1240.4 1184 1135.6 1093.7 1099.5 1138 1069 1114 1098 1007.5 1039 1021 1009.1 1006.1 996 1009 1002 990.2 213 213 185 194 198 203 182 185 197 202 191 194 199 184 182 179 174 169 155 155 156 155 148 141 136 136 141 132 137 135 123 127 123 121 119 118 118 117 115