comments,creek,site,ID,instream,month,day,year,time,time2,temp,temp.adj,do.ysi,do.win,turb,fc,ecoli,tss,tn,tp temperature adjusted +0.5 C,austin,austin.lower.fixed,29,y,11,20,2004,800,8,5.3,5.8,NA,12.1,4.02,5,6,7.9,1299.9,28.2 temperature adjusted +0.5 C,austin,austin.lower.fixed,28,y,11,20,2004,830,8.5,5.3,5.8,NA,12.23,4.23,8,NA,7.6,1308.8,28.7 temperature adjusted +0.5 C,austin,austin.lower.fixed,22,y,11,20,2004,900,9,5,5.5,NA,12.18,4.33,9,NA,7.2,1284.8,26.9 temperature adjusted +0.5 C,austin,austin.lower.fixed,23,y,11,20,2004,930,9.5,5.3,5.8,NA,12.07,4.62,1,NA,6.1,1273.8,31 temperature adjusted +0.5 C,austin,austin.lower.fixed,24,y,11,20,2004,1000,10,5.5,6,NA,12.06,4.64,2,NA,8,1270.6,31 temperature adjusted +0.5 C,austin,austin.lower.fixed,26,y,11,20,2004,1030,10.5,5.5,6,NA,12.04,4.44,6,NA,8.2,1276.8,29.9 temperature adjusted +0.5 C,austin,austin.lower.fixed,21,y,11,20,2004,1100,11,5.5,6,NA,12.2,4.11,4,NA,7.4,1271.5,30 field duplicate for sample 15,austin,austin.lower.fixed,13,y,11,20,2004,1130,11.5,NA,NA,NA,12.1,4.1,2,NA,7.5,1246.7,26.1 temperature adjusted +0.5 C,austin,austin.lower.fixed,15,y,11,20,2004,1130,11.5,5.5,6,NA,12.15,3.97,<2,NA,7.9,1242.7,27.6 temperature adjusted +0.5 C,austin,austin.lower.fixed,12,y,11,20,2004,1200,12,5.5,6,NA,11.99,3.95,14,NA,6.6,1247.7,30.9 tss outlier retained in creekwalk.csv,austin,austin.lower.fixed,20,y,11,20,2004,1230,12.5,6.3,6.3,11.76,NA,3.6,4,NA,14.5,1251.4,25.5 ,austin,austin.lower.fixed,25,y,11,20,2004,1300,13,6.5,6.5,11.71,NA,4,8,NA,6.3,1251.2,28.8 ,austin,austin.lower.fixed,16,y,11,20,2004,1330,13.5,6.6,6.6,11.67,NA,3.33,1,NA,6,1261.3,29.4 ,austin,austin.lower.fixed,11,y,11,20,2004,1400,14,6.6,6.6,11.61,11.94,3.48,2,NA,6.1,1227.1,27.2 ,austin,austin.lower.fixed,14,y,11,20,2004,1430,14.5,6.7,6.7,11.55,NA,3.4,12,8,6.1,1217,26.1 ,austin,austin.lower.fixed,19,y,11,20,2004,1500,15,6.7,6.7,11.51,NA,3.36,6,NA,6.1,1243.4,25.6 field duplicate for sample 19,austin,austin.lower.fixed,27,y,11,20,2004,1500,15,6.7,6.7,11.51,NA,3.4,10,NA,5.9,1252.8,26.3 ,austin,austin.lower.fixed,18,y,11,20,2004,1530,15.5,6.7,6.7,11.51,NA,3.43,16,10,6.1,1242.1,26.5 ,austin,austin.lower.fixed,30,y,11,20,2004,1600,16,6.8,6.8,11.51,NA,3.33,3,NA,6.1,1265.4,28.5 ,austin,austin.lower.walk,1,y,11,20,2004,758,7.97,6,6,11.93,NA,4.02,28,NA,5.5,1196.4,30.3 ,austin,austin.lower.walk,2,y,11,20,2004,825,8.42,6.04,6.04,12.34,NA,4.34,13,NA,7.1,1191.3,30.3 ,austin,austin.lower.walk,3,y,11,20,2004,840,8.67,6.05,6.05,12.06,NA,4,16,NA,7.1,1206.7,32 ,austin,austin.lower.walk,4,y,11,20,2004,850,8.83,6.7,6.7,11.85,NA,2.9,25,NA,5.8,1013.1,40.2 ,austin,austin.lower.walk,5,n,11,20,2004,855,8.92,7.79,7.79,11.01,NA,1.48,54,34,2.6,570.2,20.5 ,austin,austin.lower.walk,6,y,11,20,2004,910,9.17,5.9,5.9,12.39,NA,4.08,<1,NA,7,1252.3,29.2 ,austin,austin.lower.walk,73,n,11,20,2004,916,9.27,7.8,7.8,10.61,NA,3.75,11,NA,1,858.4,29.5 deleted from creekwalk.csv,austin,austin.lower.walk,no sample,y,11,20,2004,925,9.42,5.91,5.91,12.5,NA,NA,NA,NA,NA,NA,NA ,austin,austin.lower.walk,75,y,11,20,2004,946,9.77,6,6,11.96,NA,3.86,8,NA,13.1,1168.4,30.8 ,austin,austin.lower.walk,72,n,11,20,2004,1001,10.02,8.4,8.4,10.39,NA,4.06,46,NA,4.8,2010.1,36.8 ,austin,austin.lower.walk,74,n,11,20,2004,1023,10.38,7.6,7.6,11.3,NA,2.13,<2,NA,11.3,1277.5,26 ,austin,austin.lower.walk,71,n,11,20,2004,1058,10.97,6.1,6.1,11.69,NA,NA,4,NA,9.4,NA,NA ,austin,austin.upper.fixed,46,y,11,20,2004,805,8.08,NA,NA,NA,NA,1.31,5,NA,2.8,805.6,21.6 ,austin,austin.upper.fixed,48,y,11,20,2004,830,8.5,5.8,5.8,12.39,NA,1.22,2,NA,2.7,791.5,17 ,austin,austin.upper.fixed,49,y,11,20,2004,900,9,5.7,5.7,12.29,12.29,1.24,<1,NA,2.9,791.2,22.8 ,austin,austin.upper.fixed,38,y,11,20,2004,930,9.5,5.7,5.7,12.17,NA,0.896,<1,NA,2.6,882.6,20.4 ,austin,austin.upper.fixed,50,y,11,20,2004,1000,10,5.8,5.8,12.08,12.46,0.986,1,NA,2.3,778.1,22.4 ,austin,austin.upper.fixed,45,y,11,20,2004,1030,10.5,5.8,5.8,12.02,NA,1.39,<1,NA,2.4,791.3,19.2 ,austin,austin.upper.fixed,47,y,11,20,2004,1100,11,5.9,5.9,11.97,NA,1.02,1,NA,2.4,769.9,21.2 field duplicate for sample 44,austin,austin.upper.fixed,41,y,11,20,2004,1130,11.5,6.1,6.1,11.87,NA,1.13,<1,NA,2,767.4,19.1 ,austin,austin.upper.fixed,44,y,11,20,2004,1130,11.5,6.1,6.1,11.87,NA,1.13,<1,1,2.4,773.4,14.9 ,austin,austin.upper.fixed,33,y,11,20,2004,1200,12,6.1,6.1,11.82,NA,1.07,1,NA,2.3,860.5,19.9 ,austin,austin.upper.fixed,32,y,11,20,2004,1230,12.5,6.2,6.2,11.8,NA,0.97,3,NA,2.1,864.7,18.6 ,austin,austin.upper.fixed,43,y,11,20,2004,1300,13,6.3,6.3,11.75,NA,0.954,2,1,2.4,773.1,16.6 ,austin,austin.upper.fixed,34,y,11,20,2004,1330,13.5,6.4,6.4,11.74,NA,1.16,1,NA,2.3,875.8,17.1 ,austin,austin.upper.fixed,37,y,11,20,2004,1400,14,6.5,6.5,11.73,NA,1.01,<1,NA,2.4,860.7,18.9 ,austin,austin.upper.fixed,42,y,11,20,2004,1430,14.5,6.5,6.5,11.72,NA,0.902,1,NA,2.4,768.1,14.7 ,austin,austin.upper.fixed,36,y,11,20,2004,1500,15,6.5,6.5,11.7,NA,1.08,1,NA,2.4,833.3,19 field duplicate for sample 39,austin,austin.upper.fixed,31,y,11,20,2004,1530,15.5,6.5,6.5,11.7,NA,1.12,2,NA,2.4,850.9,20.5 ,austin,austin.upper.fixed,39,y,11,20,2004,1530,15.5,6.5,6.5,11.7,NA,0.748,<1,NA,2.5,860.9,18 ,austin,austin.upper.fixed,35,y,11,20,2004,1600,16,6.5,6.5,11.71,NA,1.07,<1,NA,2.4,847.8,17.7 ,austin,austin.upper.walk,89,y,11,20,2004,1415,14.25,6.3,6.3,11.88,NA,0.97,<1,NA,5.3,1016.1,19.8 ,austin,austin.upper.walk,92,y,11,20,2004,1440,14.67,6.5,6.5,11.75,NA,0.806,<1,NA,2.8,803.6,17.1 ,beaver,beaver.fixed,70,y,11,20,2004,800,8,6.15,6.15,12.94,NA,6.44,11,NA,10.6,1388.2,34.9 ,beaver,beaver.fixed,69,y,11,20,2004,830,8.5,6.14,6.14,12.41,11.94,6.11,13,NA,10.8,1412,32.1 ,beaver,beaver.fixed,68,y,11,20,2004,900,9,6.12,6.12,12.04,NA,5.92,15,NA,10,1380.2,34.7 ,beaver,beaver.fixed,67,y,11,20,2004,930,9.5,6.13,6.13,12.34,11.97,6,9,NA,10,1386.8,33.5 ,beaver,beaver.fixed,66,y,11,20,2004,1000,10,6.12,6.12,12.2,NA,5.53,8,16,9.6,1372.4,32.1 ,beaver,beaver.fixed,65,y,11,20,2004,1030,10.5,6.17,6.17,12.48,NA,5.6,5,NA,10,1374.3,33.2 ,beaver,beaver.fixed,64,y,11,20,2004,1100,11,6.26,6.26,12.28,NA,5.54,6,NA,9.7,1377.7,31.8 ,beaver,beaver.fixed,63,y,11,20,2004,1130,11.5,6.36,6.36,12.36,NA,5.93,7,NA,9,1386.4,32.3 ,beaver,beaver.fixed,62,y,11,20,2004,1200,12,6.37,6.37,12.47,NA,5.48,13,NA,9.4,1385.4,31.4 ,beaver,beaver.fixed,61,y,11,20,2004,1230,12.5,6.53,6.53,12.52,NA,5.55,7,NA,8.9,1371.1,28.2 field duplicate for sample 61,beaver,beaver.fixed,60,y,11,20,2004,1235,12.58,NA,NA,NA,NA,4.73,5,NA,9.8,1373.9,31.8 ,beaver,beaver.fixed,59,y,11,20,2004,1300,13,6.63,6.63,12.15,NA,5.03,6,NA,9.3,1351.3,29.3 ,beaver,beaver.fixed,58,y,11,20,2004,1330,13.5,6.71,6.71,12.22,NA,5.29,7,NA,8.9,1356.7,32.4 ,beaver,beaver.fixed,57,y,11,20,2004,1400,14,6.77,6.77,12.44,NA,5.01,15,NA,8,1353.7,29.4 ,beaver,beaver.fixed,56,y,11,20,2004,1430,14.5,6.83,6.83,11.9,NA,4.91,5,NA,9,1369.1,28.9 ,beaver,beaver.fixed,55,y,11,20,2004,1500,15,6.87,6.87,12.05,NA,4.98,6,NA,8.5,1359.1,31.4 field duplicate for sample 55,beaver,beaver.fixed,54,y,11,20,2004,1503,15.05,NA,NA,NA,NA,4.81,10,NA,8.3,1345.9,28 ,beaver,beaver.fixed,53,y,11,20,2004,1530,15.5,6.88,6.88,12.1,NA,4.7,13,NA,8.1,1354.1,29.9 ,beaver,beaver.fixed,52,y,11,20,2004,1600,16,6.89,6.89,12.03,NA,4.8,6,NA,8,1354.6,30.3 ,beaver,beaver.walk,91,y,11,20,2004,920,9.33,6.3,6.3,12.33,NA,6.33,9,NA,11.1,1401.4,37.7 ,beaver,beaver.walk,77,y,11,20,2004,925,9.42,6.2,6.2,12.39,NA,5.29,3,NA,11.8,1393.8,36.1 ,beaver,beaver.walk,93,y,11,20,2004,935,9.58,6.2,6.2,12.45,NA,4.77,NA,NA,NA,1371.7,31.5 ,beaver,beaver.walk,79,n,11,20,2004,940,9.67,6.1,6.1,11.08,NA,1.5,12,NA,5.1,365.2,21.8 ,beaver,beaver.walk,86,n,11,20,2004,955,9.92,6.2,6.2,12.49,NA,4.12,2,NA,9.2,989.5,26.7 ,beaver,beaver.walk,96,y,11,20,2004,1010,10.17,6.2,6.2,12.13,11.69,5.41,2,7,7.1,1427.7,31.7 ,beaver,beaver.walk,85,y,11,20,2004,1040,10.67,6.3,6.3,12.18,NA,4.55,2,NA,6.6,1390.2,33.7 ,beaver,beaver.walk,84,y,11,20,2004,1050,10.83,6.3,6.3,12.15,NA,4.27,4,NA,6.6,1397.5,32.6 ,beaver,beaver.walk,88,y,11,20,2004,1100,11,6.3,6.3,11.86,NA,5,4,NA,8.2,1486.9,31.9 ,beaver,beaver.walk,78,n,11,20,2004,1115,11.25,6.5,6.5,12.23,NA,2.87,2,<1,4.4,1216.8,24.4 field duplicate for sample 78,beaver,beaver.walk,87,n,11,20,2004,1115,11.25,NA,NA,NA,NA,2.57,5,NA,4.3,1236.9,24.8 ,beaver,beaver.walk,80,y,11,20,2004,1130,11.5,6.3,6.3,11.77,NA,3.91,3,NA,4.8,1448.7,30.8