add self-study programming (9a34f27e) · Commits · IntroML / IntroML Chapter7

self-study programming/grain_data.csv

0 → 100644

+701 −0

Original line number	Diff line number	Diff line
		Protein,Fat,Carbohydrates,Fiber,Minerals
		10.46,2.01,64.44,9.51,2.3,0
		9.71,2.15,60.56,6.57,2.3,0
		13.84,2.31,79.7,8.41,2.29,0
		10.62,1.72,51.63,8.12,2.3,0
		11.29,2.65,71.41,6.78,2.3,0
		10.67,2.62,76.43,9.95,2.29,0
		10.73,2.06,70.92,9.63,2.3,0
		10.31,2.24,70.96,4.94,2.3,0
		9.07,2.4,56.34,6.83,2.3,0
		12.37,1.96,58.84,9.15,2.3,0
		11.59,2.12,59.24,8.31,2.3,0
		9.73,2.23,46.36,5.58,2.31,0
		10.33,2.54,63.01,8.77,2.29,0
		10.4,2.08,65.82,8.81,2.29,0
		10.22,2.4,57.74,8.93,2.3,0
		14.11,2.6,53.27,9.12,2.31,0
		14.64,2.07,57.47,6.51,2.3,0
		12.62,2.32,78.54,11.66,2.31,0
		8.97,1.88,67.91,5.47,2.29,0
		10.05,1.86,69.24,9.02,2.3,0
		11.85,1.88,71.31,10.05,2.3,0
		11.96,1.97,41.54,8.61,2.31,0
		11.0,1.98,67.22,8.01,2.3,0
		11.83,1.95,62.18,9.34,2.29,0
		10.64,2.01,68.97,9.03,2.3,0
		7.45,2.21,50.49,9.67,2.3,0
		12.18,2.34,62.56,7.05,2.3,0
		12.16,2.02,49.63,7.43,2.3,0
		9.58,1.9,66.78,7.87,2.3,0
		13.68,1.79,56.16,5.15,2.3,0
		12.46,1.85,67.21,8.56,2.31,0
		14.5,2.03,68.92,9.74,2.3,0
		12.39,2.17,76.42,7.83,2.29,0
		9.82,1.57,60.76,11.01,2.3,0
		11.06,2.32,73.43,8.1,2.3,0
		9.77,1.95,62.63,5.35,2.31,0
		10.1,2.06,51.93,10.61,2.29,0
		9.78,1.9,51.17,10.34,2.3,0
		12.03,2.2,62.11,6.99,2.3,0
		10.66,2.66,60.67,8.34,2.3,0
		10.22,2.29,57.17,6.94,2.3,0
		13.85,2.25,77.86,6.76,2.32,0
		13.26,1.94,56.7,9.48,2.3,0
		13.37,1.97,70.52,7.92,2.29,0
		11.1,1.33,51.67,11.1,2.3,0
		8.84,1.99,66.95,10.33,2.31,0
		11.58,1.86,59.17,8.55,2.3,0
		10.82,2.38,54.98,12.81,2.31,0
		12.95,2.21,65.3,10.0,2.3,0
		8.21,2.04,64.44,7.02,2.3,0
		9.0,2.14,57.51,9.42,2.3,0
		11.97,1.88,60.8,7.94,2.29,0
		12.24,2.09,64.14,8.08,2.29,0
		11.75,1.94,48.39,9.58,2.3,0
		9.76,2.37,65.24,5.94,2.3,0
		10.71,2.17,61.19,7.95,2.3,0
		10.86,2.19,61.79,11.8,2.3,0
		10.71,1.86,50.75,9.69,2.31,0
		13.14,1.95,58.12,5.97,2.3,0
		11.35,2.55,63.45,7.76,2.3,0
		10.36,2.02,50.42,8.93,2.3,0
		11.37,1.94,61.48,7.36,2.3,0
		9.34,2.2,63.32,7.18,2.3,0
		11.47,2.56,63.53,12.07,2.29,0
		10.09,2.05,61.65,9.65,2.3,0
		11.55,2.18,59.03,11.33,2.31,0
		7.38,1.7,72.03,5.1,2.31,0
		12.88,1.79,66.28,6.66,2.29,0
		10.85,2.05,57.65,9.71,2.3,0
		10.59,2.01,74.57,6.88,2.3,0
		14.14,2.29,58.83,9.16,2.3,0
		12.52,2.14,55.71,10.81,2.3,0
		11.3,2.45,68.12,10.5,2.29,0
		11.53,1.86,65.33,8.15,2.3,0
		11.71,2.52,59.07,8.87,2.31,0
		12.2,2.2,73.1,8.1,2.3,0
		9.61,2.63,65.05,11.18,2.3,0
		9.96,2.0,60.18,9.09,2.3,0
		9.89,2.22,52.85,8.94,2.3,0
		10.04,1.88,61.97,5.58,2.31,0
		11.37,2.36,55.47,7.53,2.31,0
		10.82,2.59,67.9,8.52,2.3,0
		11.53,2.11,55.76,7.04,2.3,0
		12.59,1.81,77.75,9.99,2.31,0
		10.17,1.67,58.1,11.41,2.29,0
		8.08,2.28,66.13,6.66,2.29,0
		10.88,1.53,66.02,10.86,2.3,0
		11.95,1.66,70.56,7.43,2.31,0
		14.14,2.35,84.67,7.32,2.3,0
		12.46,2.37,61.44,7.46,2.3,0
		12.24,1.72,62.9,10.58,1.97,0
		11.6,2.27,85.3,8.29,2.77,0
		14.21,1.68,76.94,10.21,2.08,0
		11.29,2.41,63.68,10.4,2.78,0
		13.34,2.01,62.95,7.92,2.26,0
		17.51,1.84,72.23,10.82,2.36,0
		16.44,1.66,85.58,8.94,2.63,0
		8.45,2.48,69.69,8.56,2.53,0
		11.76,1.64,63.46,10.17,3.04,0
		13.4,3.62,66.78,7.36,2.48,0
		10.81,5.58,57.9,10.68,2.34,1
		10.65,7.52,62.07,10.01,2.34,1
		10.73,8.48,55.62,9.13,2.9,1
		10.64,7.51,59.59,8.91,2.89,1
		10.62,6.77,50.12,9.38,3.64,1
		10.71,6.87,34.16,8.36,3.05,1
		10.51,4.68,61.71,10.24,2.88,1
		10.62,6.46,49.82,12.01,2.52,1
		11.02,4.44,50.95,9.66,2.52,1
		10.75,7.37,67.84,12.3,2.78,1
		10.69,5.69,62.16,10.29,2.41,1
		10.88,8.38,61.55,9.7,3.0,1
		10.49,8.58,55.62,9.27,3.79,1
		10.66,6.95,54.97,12.21,3.87,1
		10.66,6.54,47.36,9.79,2.82,1
		10.81,7.69,55.52,11.36,3.72,1
		10.54,6.57,63.87,11.57,2.98,1
		10.53,8.23,51.38,6.61,2.09,1
		10.79,6.51,39.92,8.18,2.97,1
		10.71,7.68,54.11,10.05,3.29,1
		10.6,6.75,41.67,10.2,3.74,1
		10.56,5.73,54.31,9.42,3.09,1
		10.75,8.66,66.83,10.5,2.69,1
		10.98,6.71,58.15,8.65,3.13,1
		10.93,8.74,46.1,9.14,2.86,1
		10.89,6.24,50.58,10.92,2.3,1
		10.62,7.17,60.82,10.75,3.46,1
		10.98,7.06,39.09,9.34,2.89,1
		10.55,7.3,81.01,10.88,3.29,1
		10.59,6.3,55.27,10.3,2.84,1
		10.74,6.14,68.17,10.61,4.17,1
		10.89,8.45,60.0,9.65,3.04,1
		10.74,7.97,60.14,10.11,2.85,1
		10.75,7.05,73.3,9.86,3.75,1
		10.71,8.33,50.54,10.62,2.82,1
		10.55,6.66,51.23,10.99,2.28,1
		10.65,8.56,59.77,8.83,2.84,1
		10.99,5.68,46.47,8.83,2.17,1
		10.88,8.84,73.41,9.63,2.76,1
		10.73,7.69,47.58,9.03,3.63,1
		10.78,7.21,44.26,8.9,3.33,1
		10.7,8.41,35.24,8.95,1.9,1
		10.67,7.51,64.11,10.37,3.18,1
		10.79,6.58,52.75,11.06,2.81,1
		10.79,8.17,53.01,7.69,3.52,1
		10.73,7.6,50.04,8.61,3.14,1
		10.71,6.11,45.11,10.48,2.55,1
		10.83,9.24,57.42,6.2,2.91,1
		10.74,8.38,51.8,7.13,2.93,1
		10.76,7.1,36.28,9.25,2.33,1
		10.62,6.64,57.68,8.71,2.39,1
		10.43,7.79,76.15,8.11,3.35,1
		10.87,6.95,64.79,8.18,2.29,1
		10.74,8.02,67.39,11.17,3.26,1
		10.74,6.95,35.97,9.91,3.03,1
		10.55,7.39,42.88,12.87,3.37,1
		10.71,8.17,50.85,8.17,3.6,1
		10.82,6.05,56.2,8.69,2.54,1
		10.43,7.1,65.03,4.85,2.65,1
		10.37,6.68,42.75,9.05,3.21,1
		10.73,7.28,53.05,9.0,3.04,1
		10.75,7.3,55.67,8.01,2.23,1
		10.91,8.36,78.66,9.09,2.98,1
		10.68,5.29,46.37,9.63,2.77,1
		10.89,8.04,57.4,9.94,3.1,1
		10.61,7.87,55.72,8.8,2.61,1
		10.55,7.2,60.75,9.58,3.66,1
		10.67,6.4,53.94,9.79,2.89,1
		10.7,6.4,42.2,9.99,1.77,1
		10.78,6.7,52.05,9.0,1.97,1
		10.69,7.63,50.03,6.02,3.33,1
		10.7,8.17,59.23,8.23,3.11,1
		10.72,7.86,36.39,10.23,3.6,1
		10.74,5.89,57.44,8.49,3.52,1
		10.61,7.49,65.44,10.46,2.63,1
		10.61,7.47,43.84,7.92,3.98,1
		10.87,7.48,48.22,10.61,2.97,1
		10.67,6.87,63.33,8.71,3.16,1
		10.68,7.66,58.31,10.3,3.47,1
		10.65,5.93,38.05,10.03,2.74,1
		10.7,6.78,48.25,10.52,3.36,1
		10.76,6.05,64.57,11.49,1.57,1
		10.83,8.74,45.37,8.0,2.92,1
		10.63,7.21,46.68,9.94,2.02,1
		10.67,7.23,60.71,10.72,3.09,1
		10.6,6.3,61.85,10.45,3.04,1
		10.91,6.56,78.3,7.61,3.13,1
		10.86,7.8,50.2,9.44,3.05,1
		10.86,6.21,36.17,7.98,3.56,1
		10.77,7.67,61.76,12.22,2.25,1
		5.92,7.07,55.03,9.51,1.74,1
		6.31,8.93,51.44,10.22,2.93,1
		10.43,8.09,41.58,14.03,3.47,1
		10.06,7.36,42.42,8.92,3.59,1
		12.73,7.63,56.5,8.54,2.02,1
		12.36,8.38,61.13,11.61,1.56,1
		9.02,6.68,55.43,9.12,3.65,1
		8.85,6.87,52.14,10.82,2.25,1
		10.32,8.41,46.6,9.51,3.77,1
		8.51,7.41,66.19,10.95,2.3,1
		11.82,1.77,58.74,6.24,1.11,2
		9.71,3.22,72.3,8.03,1.66,2
		9.65,3.73,56.79,8.89,1.71,2
		6.33,3.67,81.64,10.02,1.71,2
		7.7,2.69,63.2,8.78,1.53,2
		9.62,3.88,71.08,7.8,1.68,2
		8.06,3.34,62.66,7.49,1.63,2
		7.2,5.66,63.29,8.95,1.11,2
		7.05,3.36,46.8,8.67,1.56,2
		5.25,3.74,63.44,8.11,0.87,2
		7.67,3.56,67.19,6.31,1.26,2
		5.4,4.65,77.79,7.91,0.9,2
		5.87,4.12,44.27,9.6,1.16,2
		8.02,2.59,69.48,6.68,1.06,2
		10.15,3.34,60.39,7.38,1.55,2
		10.09,4.35,32.15,9.87,1.38,2
		8.09,4.84,71.39,7.73,1.15,2
		12.39,3.99,57.38,6.05,1.16,2
		6.45,3.28,57.09,7.16,1.67,2
		9.37,4.14,60.1,9.55,1.35,2
		7.99,3.98,71.89,6.56,1.24,2
		7.26,4.4,50.83,9.32,1.16,2
		11.1,4.76,52.16,6.85,1.48,2
		8.73,4.28,67.97,6.65,1.49,2
		8.36,3.07,64.59,7.99,0.68,2
		7.95,4.04,66.97,7.48,1.18,2
		8.35,4.0,101.07,6.92,1.23,2
		8.43,4.69,69.13,9.2,1.58,2
		8.71,3.57,60.61,6.36,1.85,2
		8.49,4.33,64.67,8.96,1.58,2
		11.66,4.08,56.76,7.87,1.3,2
		8.82,4.14,70.61,7.24,1.25,2
		8.73,3.48,51.39,7.28,1.22,2
		6.18,4.11,54.1,8.18,1.18,2
		10.83,3.79,76.83,8.96,1.58,2
		10.11,3.25,44.05,8.01,1.54,2
		10.24,4.73,78.29,5.94,0.83,2
		12.4,4.24,38.61,5.67,1.21,2
		11.14,3.95,83.35,9.42,1.28,2
		11.13,3.49,59.4,6.82,1.18,2
		10.46,4.81,57.24,7.65,1.33,2
		7.36,4.96,73.62,6.98,1.76,2
		7.12,3.13,76.04,7.28,1.2,2
		8.73,4.09,84.71,9.15,1.5,2
		9.54,4.33,89.18,8.02,1.1,2
		12.25,2.85,54.81,6.58,0.85,2
		9.68,3.67,79.66,8.35,0.96,2
		10.01,1.97,67.48,8.3,1.52,2
		5.68,4.08,34.18,8.13,1.41,2
		6.34,4.14,67.23,9.48,1.2,2
		8.03,3.79,57.02,7.91,1.76,2
		9.55,3.81,51.63,7.42,1.11,2
		11.62,4.62,63.96,9.26,1.45,2
		12.81,3.11,70.49,6.3,1.52,2
		8.43,2.96,78.93,6.83,1.39,2
		6.55,3.08,59.26,8.33,1.8,2
		5.98,3.47,80.88,6.97,1.11,2
		7.87,3.84,74.88,8.09,1.01,2
		7.88,4.49,60.98,7.09,1.69,2
		9.45,4.28,56.28,9.29,1.04,2
		10.83,4.43,78.32,6.59,1.0,2
		9.8,5.02,59.26,8.24,1.56,2
		12.07,4.72,84.96,7.86,0.98,2
		8.93,2.32,64.74,7.16,1.46,2
		10.64,5.06,72.83,7.41,1.15,2
		8.3,4.38,78.91,8.93,1.08,2
		8.72,5.25,62.99,7.59,1.02,2
		7.25,3.64,46.18,10.53,1.29,2
		7.2,4.42,54.87,9.05,1.66,2
		11.39,3.27,78.57,6.82,1.23,2
		10.61,2.97,62.89,6.05,1.29,2
		12.77,5.24,109.07,6.49,1.27,2
		5.23,3.44,57.61,8.22,1.0,2
		11.72,3.28,66.68,8.65,1.16,2
		9.4,4.27,61.53,8.59,0.87,2
		8.72,4.09,62.67,6.1,1.86,2
		7.57,4.01,63.49,8.26,0.91,2
		3.35,3.39,61.41,6.81,1.32,2
		9.97,4.19,87.7,8.36,1.65,2
		10.81,2.97,58.92,5.69,1.37,2
		13.06,6.05,74.0,6.22,1.13,2
		10.5,3.33,62.22,8.66,1.12,2
		10.77,3.75,73.58,8.26,1.49,2
		8.02,2.47,60.47,8.32,1.28,2
		9.17,3.84,46.61,7.72,1.46,2
		9.81,3.75,37.13,8.71,1.71,2
		8.55,3.8,80.43,9.1,1.1,2
		6.37,3.14,70.47,5.82,1.8,2
		9.08,4.44,40.53,6.45,1.4,2
		8.47,3.96,54.61,8.97,0.86,2
		8.37,3.4,83.41,6.81,1.65,2
		9.95,3.5,58.56,8.54,1.35,2
		6.78,5.11,54.59,7.49,1.28,2
		5.26,3.25,69.58,8.18,1.13,2
		6.71,4.0,48.75,5.46,1.02,2
		4.23,3.74,49.52,6.58,1.56,2
		6.76,3.45,63.58,9.51,1.22,2
		11.05,3.82,62.75,5.09,1.38,2
		9.31,4.22,72.57,7.22,1.51,2
		7.35,4.32,64.64,8.55,1.64,2
		7.38,0.4,79.4,1.65,0.46,3
		6.94,0.69,85.76,1.85,0.55,3
		7.96,0.39,79.16,2.58,0.42,3
		6.76,0.55,89.43,1.76,0.47,3
		7.53,0.56,72.47,1.1,0.29,3
		7.69,0.64,73.26,2.16,0.46,3
		8.08,0.81,88.63,2.81,0.54,3
		6.95,0.71,89.22,2.98,0.49,3
		7.16,0.6,73.28,2.3,0.39,3
		7.8,0.83,95.85,2.77,0.29,3
		7.54,0.57,60.92,2.19,0.19,3
		7.32,0.69,105.04,1.73,0.55,3
		7.69,0.55,69.3,1.91,0.41,3
		7.03,0.7,69.26,1.44,0.57,3
		7.28,0.7,100.04,1.23,0.6,3
		8.45,0.6,92.27,1.8,0.4,3
		7.56,0.87,86.43,2.18,0.63,3
		7.74,0.42,83.18,0.93,0.42,3
		7.05,0.33,96.33,1.73,0.66,3
		7.92,0.56,78.47,2.24,0.67,3
		7.93,0.6,63.01,2.1,0.42,3
		7.48,0.63,72.74,2.44,0.53,3
		8.16,0.79,77.62,2.06,0.5,3
		6.93,0.49,71.34,2.95,0.45,3
		7.49,0.79,79.23,2.2,0.38,3
		7.24,0.68,104.96,2.46,0.67,3
		7.63,0.71,89.18,2.75,0.54,3
		6.78,0.69,69.38,1.65,0.4,3
		7.65,0.54,58.72,1.97,0.47,3
		7.22,0.57,68.19,2.99,0.52,3
		7.75,0.74,71.72,2.35,0.44,3
		7.27,0.71,63.94,2.52,0.56,3
		7.64,0.66,74.76,1.9,0.43,3
		8.35,0.47,105.16,2.45,0.44,3
		7.13,0.47,85.74,2.02,0.52,3
		6.57,0.56,79.51,1.84,0.79,3
		7.47,0.66,95.84,2.85,0.72,3
		7.87,0.35,63.11,1.72,0.36,3
		8.56,0.64,98.3,2.21,0.6,3
		8.05,0.48,84.25,2.17,0.47,3
		7.54,0.61,78.25,3.49,0.58,3
		7.3,0.5,77.67,2.21,0.71,3
		8.05,0.69,78.67,3.05,0.54,3
		8.01,0.47,68.63,1.99,0.62,3
		7.72,0.74,35.25,2.72,0.34,3
		7.25,0.45,66.68,2.75,0.63,3
		6.79,0.75,79.6,1.53,0.44,3
		7.79,0.35,64.66,1.99,0.45,3
		8.01,0.58,94.26,2.0,0.48,3
		7.98,0.65,82.96,1.51,0.49,3
		7.74,0.49,84.74,1.47,0.29,3
		7.35,0.8,84.22,1.82,0.47,3
		7.61,0.45,79.86,2.67,0.42,3
		7.39,0.51,63.73,3.0,0.44,3
		6.97,0.49,72.8,1.51,0.67,3
		7.41,0.62,65.57,1.44,0.54,3
		6.96,0.63,68.35,1.28,0.71,3
		7.1,0.53,94.27,1.83,0.33,3
		8.03,0.71,90.36,2.54,0.32,3
		7.29,0.48,83.92,2.42,0.66,3
		7.59,0.54,63.37,2.94,0.54,3
		7.44,0.8,58.62,2.6,0.45,3
		7.62,0.56,71.52,1.98,0.6,3
		8.17,0.39,30.61,1.44,0.48,3
		7.83,0.33,93.18,1.53,0.47,3
		6.57,0.57,68.38,2.03,0.48,3
		6.91,0.6,71.57,1.43,0.5,3
		7.19,0.76,77.58,2.17,0.36,3
		7.24,0.78,71.93,2.57,0.7,3
		7.78,0.42,70.36,2.83,0.4,3
		7.3,0.76,81.92,1.94,0.36,3
		6.42,0.59,79.4,2.47,0.28,3
		7.52,0.57,89.6,2.89,0.44,3
		7.35,0.83,76.44,3.35,0.27,3
		7.5,0.54,86.32,2.15,0.37,3
		7.18,0.78,97.94,2.55,0.46,3
		6.79,0.59,95.27,2.64,0.55,3
		7.82,0.59,63.16,2.06,0.43,3
		6.82,0.75,77.55,2.55,0.39,3
		7.24,0.63,61.36,1.91,0.43,3
		7.35,0.74,95.41,2.07,0.66,3
		8.02,0.6,70.47,2.64,0.57,3
		6.59,0.54,77.77,1.52,0.53,3
		7.87,0.53,76.76,1.57,0.54,3
		7.1,0.62,61.75,3.51,0.37,3
		7.33,0.7,90.28,1.84,0.76,3
		7.68,0.65,70.33,1.53,0.23,3
		7.5,0.72,97.59,0.5,0.54,3
		7.74,0.78,73.0,1.21,0.53,3
		7.73,0.49,101.44,1.17,0.52,3
		7.07,0.36,86.94,1.56,0.65,3
		6.91,0.74,87.66,1.72,0.44,3
		9.01,0.51,103.15,1.99,0.52,3
		5.74,0.5,93.72,1.86,0.54,3
		7.26,0.36,76.54,2.44,0.53,3
		7.94,0.69,104.06,1.54,0.31,3
		6.89,0.71,70.98,1.87,0.56,3
		6.82,0.59,69.79,1.63,0.61,3
		8.54,0.54,79.52,2.24,0.4,3
		7.46,0.67,84.37,2.09,0.41,3
		8.65,1.5,57.38,12.82,1.9,4
		9.15,1.67,71.48,13.24,1.89,4
		6.31,1.62,52.63,13.35,1.92,4
		11.91,1.82,58.24,12.46,1.91,4
		10.35,1.75,57.89,13.23,1.89,4
		12.0,2.0,55.55,13.23,1.9,4
		9.82,2.21,71.11,13.59,1.89,4
		7.46,1.72,65.57,12.69,1.89,4
		5.52,1.88,67.7,14.32,1.9,4
		9.47,1.58,69.18,13.42,1.9,4
		10.09,1.55,64.25,14.17,1.9,4
		12.4,1.63,74.27,13.24,1.9,4
		9.01,1.51,56.3,12.22,1.91,4
		9.5,1.74,55.45,14.27,1.87,4
		9.92,1.93,58.6,13.38,1.9,4
		9.15,1.8,59.54,12.2,1.91,4
		6.8,2.14,55.61,12.7,1.89,4
		10.34,1.76,64.92,14.22,1.88,4
		9.21,1.28,65.9,13.95,1.89,4
		10.06,1.57,64.45,13.8,1.91,4
		10.88,1.79,59.93,14.98,1.91,4
		9.59,1.17,58.29,13.99,1.9,4
		12.09,1.89,81.68,12.62,1.89,4
		11.0,2.03,62.5,13.61,1.88,4
		9.27,1.91,54.22,13.05,1.9,4
		8.23,1.52,64.35,13.78,1.91,4
		10.36,1.47,44.22,15.0,1.92,4
		10.3,1.65,49.09,13.22,1.9,4
		8.77,1.51,58.31,12.64,1.9,4
		11.83,1.8,56.16,12.79,1.9,4
		10.32,1.64,54.15,13.05,1.9,4
		7.6,1.85,42.32,11.51,1.91,4
		7.88,1.65,65.75,14.1,1.91,4
		6.13,2.0,49.88,13.34,1.91,4
		9.05,1.85,60.25,12.62,1.92,4
		10.22,1.77,54.24,13.88,1.91,4
		11.1,1.21,59.28,14.95,1.91,4
		12.23,1.63,62.78,11.38,1.91,4
		7.62,1.73,54.55,13.89,1.91,4
		7.87,1.8,60.68,13.54,1.9,4
		10.46,1.31,61.71,13.41,1.87,4
		7.29,1.93,56.89,13.08,1.92,4
		7.69,1.94,59.28,13.91,1.9,4
		10.17,1.89,49.43,11.36,1.88,4
		8.04,1.83,69.2,13.27,1.86,4
		8.9,1.34,56.53,13.58,1.9,4
		10.26,1.55,62.12,13.7,1.9,4
		9.55,1.84,66.29,13.62,1.89,4
		8.1,1.82,57.53,13.99,1.92,4
		9.75,1.45,58.55,13.98,1.88,4
		9.62,1.46,61.72,12.87,1.9,4
		9.6,2.1,63.71,12.03,1.9,4
		8.73,1.74,63.04,13.22,1.91,4
		6.55,1.66,60.74,14.01,1.9,4
		8.18,1.79,56.61,12.49,1.89,4
		9.04,1.64,68.73,11.87,1.89,4
		7.16,1.91,82.13,14.25,1.9,4
		11.93,1.79,55.25,13.53,1.9,4
		5.99,1.54,49.25,14.54,1.89,4
		7.85,1.96,55.48,13.74,1.9,4
		11.17,1.47,65.95,12.31,1.91,4
		11.52,1.83,53.44,13.97,1.89,4
		11.29,1.52,63.66,13.1,1.89,4
		9.86,1.59,48.49,13.01,1.9,4
		10.14,1.61,58.87,14.19,1.92,4
		9.49,2.14,60.02,12.88,1.9,4
		10.02,1.69,62.25,13.77,1.89,4
		9.24,1.7,67.01,13.48,1.9,4
		12.15,1.89,69.69,12.66,1.91,4
		6.51,2.17,63.24,15.07,1.89,4
		8.89,1.65,72.85,12.79,1.91,4
		8.65,1.47,52.94,12.92,1.91,4
		11.49,1.51,61.18,15.02,1.9,4
		8.93,1.49,60.01,13.41,1.92,4
		10.57,1.52,57.62,13.91,1.9,4
		14.06,2.03,53.78,12.78,1.89,4
		9.04,2.15,50.09,13.46,1.88,4
		11.84,1.76,65.97,14.57,1.91,4
		11.17,1.88,66.42,12.51,1.9,4
		11.81,1.73,61.37,11.98,1.92,4
		9.69,1.93,64.96,12.97,1.89,4
		8.76,1.65,64.62,14.3,1.9,4
		10.73,2.03,58.93,14.76,1.91,4
		6.56,1.67,59.08,13.29,1.9,4
		9.87,1.59,63.16,13.72,1.89,4
		9.86,1.97,54.05,14.2,1.89,4
		6.64,1.63,54.29,12.85,1.9,4
		7.44,1.9,53.59,13.79,1.92,4
		8.65,1.57,57.67,13.47,1.92,4
		8.49,1.43,63.82,14.27,1.9,4
		8.57,0.83,66.73,15.3,1.96,4
		12.9,1.82,57.19,16.19,1.24,4
		11.84,1.78,58.3,15.46,2.13,4
		13.67,1.36,91.26,13.81,2.29,4
		9.46,1.67,87.78,16.94,1.19,4
		6.25,2.23,72.23,13.33,1.68,4
		10.27,2.32,73.09,12.94,2.17,4
		8.61,1.92,61.57,10.27,2.5,4
		8.6,1.55,46.06,15.32,2.52,4
		11.66,2.09,59.02,17.93,2.21,4
		11.41,1.74,60.23,18.51,1.93,5
		12.2,1.74,60.19,9.47,1.68,5
		12.01,1.79,58.6,11.33,1.49,5
		10.75,1.89,59.43,14.11,1.49,5
		11.73,1.66,59.92,17.52,1.71,5
		11.72,1.72,59.1,12.44,1.15,5
		11.27,1.75,58.51,14.32,1.85,5
		12.84,1.67,61.38,12.23,1.7,5
		11.61,1.74,60.15,10.8,1.71,5
		11.0,1.75,58.5,12.91,1.76,5
		11.4,1.71,58.93,12.7,1.59,5
		10.87,1.69,58.32,7.96,1.47,5
		11.84,1.87,58.14,15.12,1.68,5
		11.78,1.75,56.92,20.11,1.49,5
		11.17,1.88,59.56,13.61,1.28,5
		11.12,1.79,59.6,8.97,1.74,5
		11.1,1.7,60.74,16.93,1.74,5
		11.09,1.85,57.46,16.78,1.88,5
		10.85,1.75,59.83,16.09,1.61,5
		11.41,1.91,59.33,14.65,1.57,5
		11.54,1.75,59.01,18.55,1.53,5
		12.22,1.74,62.12,12.24,1.59,5
		10.91,1.78,62.37,7.94,1.42,5
		11.15,1.81,58.39,13.02,1.36,5
		12.14,1.85,60.99,9.06,2.13,5
		11.51,1.74,59.49,15.03,1.56,5
		11.43,1.79,60.26,17.96,1.41,5
		11.35,1.83,59.34,13.34,2.14,5
		11.83,1.73,60.45,15.0,1.19,5
		11.83,1.92,59.88,15.11,1.82,5
		11.03,1.89,61.33,9.94,1.27,5
		11.55,1.81,58.17,10.38,1.76,5
		11.52,1.83,59.15,9.36,1.56,5
		10.87,1.87,59.68,8.12,1.55,5
		11.96,1.71,59.68,9.03,1.41,5
		10.89,1.81,59.07,14.29,1.25,5
		11.93,1.74,59.76,8.54,0.87,5
		11.42,1.85,58.57,12.69,1.55,5
		11.88,1.77,58.7,15.1,1.56,5
		11.7,1.79,62.94,11.36,1.67,5
		11.13,1.77,59.38,10.34,1.41,5
		10.51,1.91,59.39,14.01,1.49,5
		10.87,1.86,61.32,4.97,1.53,5
		12.52,1.84,59.91,15.77,1.32,5
		11.08,1.88,56.95,14.49,2.26,5
		11.5,1.8,57.62,15.15,1.5,5
		11.93,1.84,59.9,15.96,1.37,5
		11.69,1.94,60.65,7.59,1.55,5
		11.08,1.74,61.58,11.04,1.77,5
		12.02,1.84,61.19,13.46,1.95,5
		11.31,1.77,57.97,13.76,1.09,5
		12.33,1.74,58.57,9.3,1.72,5
		11.64,1.85,60.66,12.28,1.51,5
		11.05,1.79,61.08,11.98,1.56,5
		11.38,1.76,58.9,15.0,1.33,5
		11.58,1.83,60.98,6.81,1.65,5
		12.39,1.81,61.23,15.08,1.79,5
		12.24,1.68,59.18,18.53,1.28,5
		11.6,1.9,59.56,10.02,1.5,5
		11.69,1.68,59.69,16.46,1.66,5
		11.7,1.8,60.58,11.65,1.47,5
		12.13,1.75,57.96,11.68,1.51,5
		11.73,1.89,60.62,15.04,1.17,5
		10.92,1.83,59.11,13.59,1.73,5
		11.5,1.82,60.91,8.08,1.8,5
		11.81,1.75,59.46,16.73,1.86,5
		10.99,1.93,60.68,15.1,1.38,5
		11.64,1.79,60.93,13.42,1.69,5
		12.15,1.7,59.3,11.61,1.55,5
		11.25,1.83,60.38,13.48,1.84,5
		11.5,1.84,61.95,10.26,1.37,5
		11.39,1.78,59.25,13.18,1.56,5
		11.49,1.76,57.3,17.38,1.53,5
		11.14,1.66,59.9,13.81,1.65,5
		11.14,1.82,61.06,9.03,1.76,5
		11.3,1.8,59.07,11.12,1.42,5
		11.59,1.84,59.74,14.63,1.44,5
		11.13,1.8,60.1,13.62,1.79,5
		11.73,1.88,59.31,9.81,1.59,5
		10.12,1.69,57.69,15.47,1.91,5
		12.31,1.68,59.49,12.67,0.85,5
		13.01,1.74,56.99,13.27,1.57,5
		11.43,1.81,60.11,12.81,1.38,5
		10.81,1.83,60.47,12.52,1.92,5
		11.36,1.94,59.87,11.9,1.55,5
		10.91,1.7,59.5,11.45,1.63,5
		11.91,1.7,58.75,15.5,1.58,5
		11.25,1.81,58.63,11.49,1.58,5
		12.07,1.72,60.67,15.58,1.71,5
		11.2,1.81,59.92,12.22,1.9,5
		12.39,1.63,53.81,11.79,1.55,5
		12.63,1.65,68.31,15.74,1.97,5
		8.9,1.52,71.24,12.47,1.53,5
		12.38,1.29,51.35,11.96,1.54,5
		12.52,1.69,52.22,13.08,1.71,5
		12.76,1.5,46.3,14.43,1.56,5
		6.95,1.6,66.58,15.12,1.93,5
		13.75,1.98,76.33,13.22,1.05,5
		16.58,1.43,61.55,15.02,1.72,5
		10.84,1.77,63.48,11.79,1.82,5
		17.31,1.59,57.13,9.54,1.78,6
		17.36,1.47,59.59,9.53,1.74,6
		14.27,1.35,54.26,10.37,1.81,6
		13.63,1.99,57.73,9.46,1.83,6
		17.54,2.07,53.55,10.12,1.79,6
		17.82,2.5,68.42,9.71,1.86,6
		14.91,1.92,58.39,9.35,1.78,6
		17.76,1.46,64.28,10.22,1.85,6
		16.19,1.71,54.97,9.64,1.82,6
		17.03,1.4,65.46,9.78,1.77,6
		16.82,2.09,60.64,9.96,1.77,6
		17.62,1.92,64.95,9.28,1.79,6
		18.7,1.81,60.88,10.68,1.78,6
		15.6,1.31,59.56,10.67,1.73,6
		17.09,1.66,50.52,9.57,1.78,6
		18.93,1.51,66.15,9.83,1.81,6
		16.67,1.45,63.26,9.81,1.82,6
		14.13,1.38,55.64,9.88,1.82,6
		17.33,1.97,61.32,9.97,1.79,6
		15.18,1.56,56.77,10.07,1.87,6
		16.98,1.71,60.04,10.05,1.86,6
		18.14,1.48,70.41,10.46,1.78,6
		15.97,1.76,58.76,10.44,1.86,6
		17.87,2.16,55.98,9.17,1.8,6
		14.53,1.52,56.14,10.08,1.75,6
		15.99,1.81,64.13,10.31,1.8,6
		16.62,1.87,63.25,9.97,1.77,6
		17.79,1.68,47.31,10.48,1.84,6
		16.86,1.55,60.99,10.17,1.79,6
		18.46,2.04,57.29,10.67,1.82,6
		17.53,1.7,66.55,10.47,1.84,6
		18.95,1.81,64.01,9.72,1.76,6
		14.64,1.69,63.41,10.35,1.82,6
		18.54,1.77,58.17,10.2,1.76,6
		15.68,1.82,60.83,11.14,1.77,6
		16.67,1.33,61.61,10.12,1.76,6
		16.63,1.83,63.77,10.89,1.75,6
		19.53,1.83,59.08,9.91,1.78,6
		17.25,1.63,63.59,9.93,1.75,6
		17.6,1.74,53.61,10.0,1.84,6
		19.4,1.52,63.48,10.34,1.85,6
		14.24,1.76,55.86,10.31,1.84,6
		18.84,1.36,58.79,9.97,1.9,6
		18.55,1.8,61.06,9.38,1.77,6
		17.23,1.75,61.1,10.31,1.75,6
		18.58,1.76,58.01,10.16,1.77,6
		18.73,1.81,50.73,9.64,1.78,6
		14.55,1.72,64.36,10.31,1.82,6
		18.11,1.39,63.08,9.49,1.85,6
		16.34,2.21,54.29,9.86,1.79,6
		17.67,2.34,64.36,9.77,1.8,6
		20.37,1.95,65.71,10.78,1.85,6
		17.07,1.54,58.1,10.0,1.76,6
		16.75,1.57,60.53,9.95,1.77,6
		18.88,1.54,61.11,9.99,1.86,6
		16.48,1.83,56.15,10.18,1.75,6
		15.63,1.48,48.12,10.11,1.82,6
		19.18,1.47,69.26,10.11,1.77,6
		16.51,1.57,64.01,9.59,1.82,6
		16.53,2.01,60.0,9.66,1.79,6
		15.13,2.03,59.36,10.15,1.82,6
		16.05,1.65,52.99,9.33,1.83,6
		19.69,1.75,55.59,9.93,1.82,6
		18.34,2.01,62.18,9.51,1.8,6
		17.81,1.67,58.76,9.98,1.84,6
		17.02,1.99,61.32,10.05,1.82,6
		14.9,1.76,64.16,9.64,1.73,6
		16.59,1.65,55.62,10.46,1.76,6
		14.63,1.87,54.76,9.43,1.81,6
		20.64,1.66,63.33,9.57,1.81,6
		16.76,2.01,62.15,9.84,1.88,6
		15.81,2.19,59.64,9.75,1.8,6
		17.63,1.5,62.05,10.65,1.83,6
		17.38,1.57,58.98,9.18,1.82,6
		17.56,1.44,66.54,9.71,1.81,6
		16.9,1.52,60.19,9.62,1.8,6
		16.24,1.74,57.77,10.68,1.81,6
		15.82,1.44,59.99,9.77,1.83,6
		17.01,1.77,55.35,9.99,1.79,6
		16.36,1.59,60.44,10.54,1.82,6
		16.74,1.65,59.83,10.11,1.88,6
		16.24,2.04,62.18,9.61,1.76,6
		17.82,1.69,61.56,10.35,1.78,6
		15.88,1.21,50.49,9.58,1.81,6
		16.97,1.53,60.51,10.23,1.82,6
		17.5,1.75,55.55,10.23,1.8,6
		16.17,1.55,57.4,9.76,1.84,6
		18.26,1.97,57.08,9.25,1.83,6
		18.03,1.69,59.64,11.0,1.75,6
		15.58,1.5,54.52,9.76,1.78,6
		14.87,1.82,43.68,11.72,2.37,6
		16.35,1.75,71.09,9.37,1.9,6
		17.02,1.62,64.79,8.16,1.7,6
		19.94,1.89,54.49,7.67,2.34,6
		9.31,1.16,54.79,9.39,1.62,6
		16.66,1.94,61.21,9.52,2.26,6
		8.34,1.18,59.29,8.05,1.69,6
		14.5,1.79,48.9,7.95,1.87,6
		18.07,1.77,61.83,6.44,2.03,6
		17.79,2.12,44.66,9.78,1.23,6

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