surat_sample_test.csv

PM2.5,PM10,NO,NO2,NOx,NH3,SO2,CO,Ozone,Benzene,Toluene,Xylene,Day,Month,Hour,AQI,Hour sin,Hour cos,Day sin,Day cos,Month sin,Month cos,AQI_step_1,AQI_step_2,AQI_step_3
69.95,549.41,64.17,97.97,34.76,0.0,35.78,1.26,0.0,0.0,0.0,0.0,18,11,1,549.2624999999999,0.25881904510252074,0.9659258262890683,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,1111.1625,158.48,639.825
67.56,998.93,66.08,101.35,35.02,0.0,36.04,1.23,0.0,0.0,0.0,0.0,18,11,2,1111.1625,0.49999999999999994,0.8660254037844387,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,158.48,639.825,210.0
50.98,187.72,66.48,101.38,34.94,0.0,36.09,1.18,0.0,0.0,0.0,0.0,18,11,3,158.48,0.7071067811865476,0.7071067811865476,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,639.825,210.0,150.39999999999998
50.59,621.86,66.34,101.0,35.05,0.0,36.14,1.12,0.0,0.0,0.0,0.0,18,11,4,639.825,0.8660254037844386,0.5000000000000001,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,210.0,150.39999999999998,662.3874999999999
72.78,260.0,66.92,102.82,35.2,0.0,36.17,1.07,0.0,0.0,0.0,0.0,18,11,5,210.0,0.9659258262890683,0.25881904510252074,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,150.39999999999998,662.3874999999999,111.03333333333335
63.9,175.6,62.66,94.63,34.56,0.0,35.95,0.98,0.0,0.0,0.0,0.0,18,11,6,150.39999999999998,1.0,6.123233995736766e-17,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,662.3874999999999,111.03333333333335,327.08750000000003
63.0,639.91,57.92,88.44,33.91,0.0,35.72,0.92,0.0,0.0,0.0,0.0,18,11,7,662.3874999999999,0.9659258262890683,-0.25881904510252063,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,111.03333333333335,327.08750000000003,142.98
63.31,91.14,56.63,86.67,33.45,0.0,36.41,0.9,0.0,0.0,0.0,0.0,18,11,8,111.03333333333335,0.8660254037844387,-0.4999999999999998,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,327.08750000000003,142.98,202.29999999999998
66.03,371.67,51.25,77.13,32.68,0.0,37.09,0.91,0.0,0.0,0.0,0.0,18,11,9,327.08750000000003,0.7071067811865476,-0.7071067811865475,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,142.98,202.29999999999998,302.1625
67.62,164.47,45.74,69.24,31.84,0.0,35.9,0.93,0.0,0.0,0.0,0.0,18,11,10,142.98,0.49999999999999994,-0.8660254037844387,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,202.29999999999998,302.1625,91.1
90.69,167.21,42.4,64.88,31.07,0.0,36.06,0.95,0.0,0.0,0.0,0.0,18,11,11,202.29999999999998,0.258819045102521,-0.9659258262890682,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,302.1625,91.1,463.2125
75.8,351.73,39.57,59.55,30.66,0.0,35.44,0.93,0.0,0.0,0.0,0.0,18,11,12,302.1625,1.2246467991473532e-16,-1.0,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,91.1,463.2125,836.7625
54.66,0.0,36.84,56.05,30.16,0.0,35.06,0.83,0.0,0.0,0.0,0.0,18,11,13,91.1,-0.2588190451025208,-0.9659258262890683,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,463.2125,836.7625,104.74666666666667
41.84,480.57,36.97,56.66,30.16,0.0,34.74,0.75,0.0,0.0,0.0,0.0,18,11,14,463.2125,-0.4999999999999997,-0.8660254037844388,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,836.7625,104.74666666666667,88.96
36.2,779.41,33.93,52.14,29.68,0.0,34.26,0.72,0.0,0.0,0.0,0.0,18,11,15,836.7625,-0.7071067811865471,-0.7071067811865479,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,104.74666666666667,88.96,78.28750000000001
42.18,107.12,32.89,49.88,29.61,0.0,33.91,0.69,0.0,0.0,0.0,0.0,18,11,16,104.74666666666667,-0.8660254037844385,-0.5000000000000004,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,88.96,78.28750000000001,98.11666666666666
48.77,88.96,35.45,54.23,30.09,0.0,34.17,0.68,0.0,0.0,0.0,0.0,18,11,17,88.96,-0.9659258262890683,-0.25881904510252063,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,78.28750000000001,98.11666666666666,239.33999999999997
42.44,53.21,40.4,62.63,30.65,0.0,34.38,0.71,0.0,0.0,0.0,0.0,18,11,18,78.28750000000001,-1.0,-1.8369701987210297e-16,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,98.11666666666666,239.33999999999997,165.43333333333334
58.87,60.6,43.38,67.18,31.33,0.0,34.87,0.8,0.0,0.0,0.0,0.0,18,11,19,98.11666666666666,-0.9659258262890684,0.2588190451025203,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,239.33999999999997,165.43333333333334,164.54000000000002
58.33,289.34,52.2,80.88,32.49,0.0,35.15,1.0,0.0,0.0,0.0,0.0,18,11,20,239.33999999999997,-0.8660254037844386,0.5000000000000001,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,165.43333333333334,164.54000000000002,143.23333333333335
68.13,198.15,59.37,91.22,33.89,0.0,35.14,1.18,0.0,0.0,0.0,0.0,18,11,21,165.43333333333334,-0.7071067811865477,0.7071067811865474,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,164.54000000000002,143.23333333333335,958.75
73.0,196.81,62.14,95.41,34.12,0.0,35.31,1.25,0.0,0.0,0.0,0.0,18,11,22,164.54000000000002,-0.5000000000000004,0.8660254037844384,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,143.23333333333335,958.75,221.95
72.97,160.86,63.67,97.14,34.43,0.0,35.34,1.28,0.0,0.0,0.0,0.0,18,11,23,143.23333333333335,-0.25881904510252157,0.9659258262890681,-0.4853019625310808,-0.8743466161445822,-0.5000000000000004,0.8660254037844384,958.75,221.95,218.35000000000002
72.1,877.0,61.81,94.17,34.42,0.0,35.37,1.27,0.0,0.0,0.0,0.0,19,11,0,958.75,0.0,1.0,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,221.95,218.35000000000002,230.1
76.27,271.95,61.12,93.52,34.22,0.0,35.43,1.24,0.0,0.0,0.0,0.0,19,11,1,221.95,0.25881904510252074,0.9659258262890683,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,218.35000000000002,230.1,174.5933333333333
84.4,268.35,62.41,95.27,34.28,0.0,35.43,1.18,0.0,0.0,0.0,0.0,19,11,2,218.35000000000002,0.49999999999999994,0.8660254037844387,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,230.1,174.5933333333333,834.6625
99.03,216.0,61.08,93.14,34.21,0.0,35.53,1.13,0.0,0.0,0.0,0.0,19,11,3,230.1,0.7071067811865476,0.7071067811865476,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,174.5933333333333,834.6625,121.99999999999999
61.17,211.89,62.0,94.81,34.28,0.0,35.52,1.08,0.0,0.0,0.0,0.0,19,11,4,174.5933333333333,0.8660254037844386,0.5000000000000001,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,834.6625,121.99999999999999,1081.5875
66.0,777.73,60.93,93.24,34.13,0.0,35.52,1.03,0.0,0.0,0.0,0.0,19,11,5,834.6625,0.9659258262890683,0.25881904510252074,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,121.99999999999999,1081.5875,728.925
66.6,0.0,60.47,92.74,34.22,0.0,35.51,1.0,0.0,0.0,0.0,0.0,19,11,6,121.99999999999999,1.0,6.123233995736766e-17,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,1081.5875,728.925,318.65000000000003
84.33,975.27,58.39,88.31,33.85,0.0,35.46,0.98,0.0,0.0,0.0,0.0,19,11,7,1081.5875,0.9659258262890683,-0.25881904510252063,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,728.925,318.65000000000003,88.7125
94.34,693.14,54.86,84.09,33.22,0.0,35.79,1.0,0.0,0.0,0.0,0.0,19,11,8,728.925,0.8660254037844387,-0.4999999999999998,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,318.65000000000003,88.7125,92.47500000000001
106.82,364.92,48.84,73.32,32.34,0.0,36.34,1.02,0.0,0.0,0.0,0.0,19,11,9,318.65000000000003,0.7071067811865476,-0.7071067811865475,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,88.7125,92.47500000000001,87.30000000000001
0.0,0.0,46.23,70.97,31.8,0.0,36.44,1.1,0.0,0.0,0.0,0.0,19,11,10,88.7125,0.49999999999999994,-0.8660254037844387,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,92.47500000000001,87.30000000000001,407.8375
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0.0,0.0,46.02,69.84,31.79,0.0,35.89,1.15,0.0,0.0,0.0,0.0,19,11,12,87.30000000000001,1.2246467991473532e-16,-1.0,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,407.8375,91.5625,139.88666666666666
74.23,436.27,44.37,68.98,31.29,0.0,36.83,1.05,0.0,0.0,0.0,0.0,19,11,13,407.8375,-0.2588190451025208,-0.9659258262890683,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,91.5625,139.88666666666666,740.2125
52.0,0.0,48.93,73.25,32.02,0.0,39.16,0.98,0.0,0.0,0.0,0.0,19,11,14,91.5625,-0.4999999999999997,-0.8660254037844388,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,139.88666666666666,740.2125,419.85
52.52,159.83,42.77,65.19,31.09,0.0,34.67,0.91,0.0,0.0,0.0,0.0,19,11,15,139.88666666666666,-0.7071067811865471,-0.7071067811865479,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,740.2125,419.85,100.39999999999999
56.87,702.17,37.11,56.15,30.36,0.0,33.57,0.84,0.0,0.0,0.0,0.0,19,11,16,740.2125,-0.8660254037844385,-0.5000000000000004,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,419.85,100.39999999999999,95.4875
51.57,445.88,39.48,60.76,30.29,0.0,34.33,0.81,0.0,0.0,0.0,0.0,19,11,17,419.85,-0.9659258262890683,-0.25881904510252063,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,100.39999999999999,95.4875,195.07999999999998
39.21,100.6,43.26,67.11,30.88,0.0,34.35,0.83,0.0,0.0,0.0,0.0,19,11,18,100.39999999999999,-1.0,-1.8369701987210297e-16,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,95.4875,195.07999999999998,1043.5
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58.48,242.62,50.81,77.88,32.77,0.0,35.01,1.06,0.0,0.0,0.0,0.0,19,11,20,195.07999999999998,-0.8660254037844386,0.5000000000000001,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,1043.5,101.34,152.9
79.97,944.8,55.89,85.69,33.42,0.0,34.95,1.16,0.0,0.0,0.0,0.0,19,11,21,1043.5,-0.7071067811865477,0.7071067811865474,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,101.34,152.9,306.45000000000005
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75.87,95.92,56.49,86.79,33.3,0.0,35.02,1.22,0.0,0.0,0.0,0.0,19,11,23,152.9,-0.25881904510252157,0.9659258262890681,-0.651372482722222,-0.7587581226927911,-0.5000000000000004,0.8660254037844384,306.45000000000005,200.89999999999998,820.625
100.82,355.16,58.15,88.94,33.62,0.0,35.2,1.23,0.0,0.0,0.0,0.0,20,11,0,306.45000000000005,0.0,1.0,-0.7907757369376986,-0.6121059825476627,-0.5000000000000004,0.8660254037844384,200.89999999999998,820.625,157.43333333333334
90.27,231.67,57.12,87.2,33.42,0.0,35.2,1.2,0.0,0.0,0.0,0.0,20,11,1,200.89999999999998,0.25881904510252074,0.9659258262890683,-0.7907757369376986,-0.6121059825476627,-0.5000000000000004,0.8660254037844384,820.625,157.43333333333334,957.5875000000001
65.97,766.5,58.12,89.11,33.58,0.0,35.26,1.16,0.0,0.0,0.0,0.0,20,11,2,820.625,0.49999999999999994,0.8660254037844387,-0.7907757369376986,-0.6121059825476627,-0.5000000000000004,0.8660254037844384,157.43333333333334,957.5875000000001,564.7125
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63.44,876.07,60.04,91.62,33.91,0.0,35.3,1.05,0.0,0.0,0.0,0.0,20,11,4,957.5875000000001,0.8660254037844386,0.5000000000000001,-0.7907757369376986,-0.6121059825476627,-0.5000000000000004,0.8660254037844384,564.7125,164.98000000000002,176.93333333333334
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87.2,146.97,54.61,82.63,33.24,0.0,35.42,0.98,0.0,0.0,0.0,0.0,20,11,8,190.66666666666669,0.8660254037844387,-0.4999999999999998,-0.7907757369376986,-0.6121059825476627,-0.5000000000000004,0.8660254037844384,458.425,814.1875,59.712500000000006
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49.85,124.22,35.27,51.23,30.56,0.0,38.06,1.07,0.0,0.0,0.0,0.0,25,11,12,116.14666666666668,1.2246467991473532e-16,-1.0,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,229.23333333333332,199.13333333333333,167.7
98.77,157.41,29.54,44.57,29.02,0.0,35.37,0.79,0.0,0.0,0.0,0.0,25,11,13,229.23333333333332,-0.2588190451025208,-0.9659258262890683,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,199.13333333333333,167.7,51.8375
89.74,108.86,26.87,41.14,28.47,0.0,34.93,0.67,0.0,0.0,0.0,0.0,25,11,14,199.13333333333333,-0.4999999999999997,-0.8660254037844388,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,167.7,51.8375,108.03333333333332
80.31,87.53,29.38,45.46,28.92,0.0,34.91,0.6,0.0,0.0,0.0,0.0,25,11,15,167.7,-0.7071067811865471,-0.7071067811865479,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,51.8375,108.03333333333332,160.0
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62.41,82.9,30.1,47.35,28.95,0.0,34.76,0.66,0.0,0.0,0.0,0.0,25,11,17,108.03333333333332,-0.9659258262890683,-0.25881904510252063,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,160.0,102.09333333333333,106.89333333333333
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92.26,99.45,69.42,106.41,35.35,0.0,36.08,1.29,0.0,0.0,0.0,0.0,25,11,21,207.53333333333336,-0.7071067811865477,0.7071067811865474,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,109.64666666666666,199.66666666666669,185.9666666666667
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89.9,105.95,73.9,112.93,36.25,0.0,36.49,1.49,0.0,0.0,0.0,0.0,25,11,23,199.66666666666669,-0.25881904510252157,0.9659258262890681,-0.9377521321470804,0.3473052528448203,-0.5000000000000004,0.8660254037844384,185.9666666666667,160.0,109.91666666666667
85.79,104.43,75.86,115.85,36.54,0.0,36.54,1.52,0.0,0.0,0.0,0.0,26,11,0,185.9666666666667,0.0,1.0,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,160.0,109.91666666666667,157.23333333333335
78.0,92.34,74.79,114.09,36.43,0.0,36.44,1.47,0.0,0.0,0.0,0.0,26,11,1,160.0,0.25881904510252074,0.9659258262890683,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,109.91666666666667,157.23333333333335,172.56666666666666
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77.17,81.7,69.42,105.79,35.56,0.0,36.39,1.3,0.0,0.0,0.0,0.0,26,11,3,157.23333333333335,0.7071067811865476,0.7071067811865476,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,172.56666666666666,149.66666666666669,101.92
81.77,92.01,68.08,103.74,35.42,0.0,36.32,1.2,0.0,0.0,0.0,0.0,26,11,4,172.56666666666666,0.8660254037844386,0.5000000000000001,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,149.66666666666669,101.92,96.25
74.9,75.74,64.32,97.55,34.85,0.0,36.19,1.11,0.0,0.0,0.0,0.0,26,11,5,149.66666666666669,0.9659258262890683,0.25881904510252074,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,101.92,96.25,143.16666666666669
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72.95,86.28,49.87,76.36,32.15,0.0,36.36,0.94,0.0,0.0,0.0,0.0,26,11,8,143.16666666666669,0.8660254037844387,-0.4999999999999998,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,137.56666666666666,163.33333333333334,86.6375
71.27,73.53,50.21,77.14,32.31,0.0,36.9,0.98,0.0,0.0,0.0,0.0,26,11,9,137.56666666666666,0.7071067811865476,-0.7071067811865475,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,163.33333333333334,86.6375,
79.0,82.0,49.16,74.06,32.28,0.0,36.56,1.01,0.0,0.0,0.0,0.0,26,11,10,163.33333333333334,0.49999999999999994,-0.8660254037844387,-0.8486442574947509,0.5289640103269624,-0.5000000000000004,0.8660254037844384,86.6375,,
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