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feat(商务大数据分析): 添加新课程的示例代码和数据- 新增 aqi.csv 数据文件，包含 2020年空气质量数据

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- 添加商品销售数据处理和可视化示例代码- 添加房价数据处理和可视化示
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商务大数据分析/20250507/lessom/data/aqi.csv Executable file
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日期,AQI,质量等级,PM2.5含量（ppm）,PM10含量（ppm）,SO2含量（ppm）,CO含量（ppm）,NO2含量（ppm）,O3_8h含量（ppm）
2020/1/1,79,良,58,64,8,0.7,57,23
2020/1/2,112,轻度污染,84,73,10,1.0,71,7
2020/1/3,68,良,49,51,7,0.8,49,3
2020/1/4,90,良,67,57,7,1.2,53,18
2020/1/5,110,轻度污染,83,65,7,1.0,51,46
2020/1/6,65,良,47,58,6,1.0,43,6
2020/1/7,50,优,18,19,5,1.5,40,43
2020/1/8,69,良,50,49,7,0.9,39,45
2020/1/9,69,良,50,40,6,0.9,47,33
2020/1/10,57,良,34,28,5,0.8,45,21
2020/1/11,47,优,27,21,6,0.7,37,39
2020/1/12,125,轻度污染,95,74,8,1.0,44,71
2020/1/13,148,轻度污染,113,94,9,1.3,59,53
2020/1/14,172,中度污染,130,114,12,1.4,62,65
2020/1/15,113,轻度污染,85,62,8,1.2,50,32
2020/1/16,55,良,16,14,5,0.8,44,38
2020/1/17,82,良,60,43,6,0.9,42,25
2020/1/18,88,良,65,55,6,0.8,51,31
2020/1/19,112,轻度污染,84,77,10,1.0,53,77
2020/1/20,127,轻度污染,96,99,14,1.2,70,90
2020/1/21,203,重度污染,153,113,9,1.3,43,60
2020/1/22,148,轻度污染,113,77,6,1.2,43,30
2020/1/23,58,良,41,37,5,0.6,26,42
2020/1/24,79,良,58,57,6,0.7,18,78
2020/1/25,40,优,26,40,5,0.5,17,61
2020/1/26,29,优,20,17,5,0.5,21,56
2020/1/27,70,良,51,41,5,0.8,21,57
2020/1/28,95,良,71,65,6,0.7,19,70
2020/1/29,84,良,62,60,10,0.7,25,77
2020/1/30,128,轻度污染,97,85,9,1.0,26,103
2020/1/31,125,轻度污染,95,82,10,1.0,43,94
2020/2/1,75,良,55,49,7,0.7,21,102
2020/2/2,42,优,28,30,8,0.5,26,84
2020/2/3,109,轻度污染,82,68,9,0.9,30,109
2020/2/4,92,良,68,60,7,0.8,22,103
2020/2/5,65,良,47,44,7,0.8,19,106
2020/2/6,38,优,22,25,5,0.6,11,75
2020/2/7,33,优,14,16,5,0.6,12,66
2020/2/8,62,良,44,40,5,0.6,22,45
2020/2/9,53,良,37,34,7,0.6,25,79
2020/2/10,48,优,33,36,8,0.7,32,69
2020/2/11,35,优,24,26,6,0.7,20,47
2020/2/12,43,优,30,34,5,0.9,23,56
2020/2/13,22,优,15,18,5,0.8,15,30
2020/2/14,23,优,14,17,5,0.8,18,32
2020/2/15,27,优,8,10,5,0.7,14,53
2020/2/16,42,优,21,31,7,0.5,11,83
2020/2/17,45,优,19,33,9,0.5,18,90
2020/2/18,49,优,27,32,8,0.6,28,97
2020/2/19,55,良,39,37,7,0.6,25,76
2020/2/20,64,良,46,43,8,0.7,25,111
2020/2/21,62,良,44,41,9,0.6,31,66
2020/2/22,83,良,61,89,10,0.9,42,94
2020/2/23,92,良,68,107,7,0.8,25,109
2020/2/24,85,良,63,87,8,1.0,44,84
2020/2/25,95,良,71,79,6,1.2,44,42
2020/2/26,50,优,35,43,4,0.7,19,87
2020/2/27,70,良,51,68,4,0.8,19,93
2020/2/28,38,优,26,25,4,0.7,28,59
2020/2/29,40,优,28,21,4,0.8,29,41
2020/3/1,50,优,35,29,5,0.7,27,58
2020/3/2,54,良,38,37,5,0.8,22,87
2020/3/3,72,良,52,49,8,1.0,44,64
2020/3/4,85,良,63,58,6,0.9,33,104
2020/3/5,56,良,31,41,8,0.7,24,107
2020/3/6,64,良,46,43,7,0.6,35,84
2020/3/7,67,良,48,53,6,0.9,43,75
2020/3/8,68,良,49,52,7,0.8,29,105
2020/3/9,37,优,19,25,5,0.7,29,47
2020/3/10,62,良,44,38,5,1.0,32,74
2020/3/11,67,良,48,68,7,1.0,39,113
2020/3/12,68,良,49,68,7,0.8,44,95
2020/3/13,67,良,48,70,7,0.9,45,46
2020/3/14,52,良,24,53,7,0.5,40,96
2020/3/15,77,良,38,86,12,0.8,61,109
2020/3/16,70,良,51,80,10,0.7,47,108
2020/3/17,74,良,43,77,10,0.7,59,122
2020/3/18,70,良,46,79,16,1.1,56,123
2020/3/19,77,良,35,104,14,0.9,47,78
2020/3/20,68,良,37,86,12,0.7,53,112
2020/3/21,67,良,42,67,10,0.9,53,87
2020/3/22,55,良,31,60,6,0.8,33,102
2020/3/23,42,优,19,41,8,0.5,33,83
2020/3/24,65,良,26,43,9,0.5,33,118
2020/3/25,63,良,30,48,9,0.8,50,66
2020/3/26,57,良,27,35,6,0.9,45,24
2020/3/27,34,优,12,27,6,0.6,27,62
2020/3/28,39,优,11,24,5,0.4,20,78
2020/3/29,35,优,22,27,6,0.7,28,57
2020/3/30,38,优,26,24,5,0.7,29,60
2020/3/31,48,优,28,34,5,0.7,38,40
2020/4/1,45,优,23,28,5,0.7,36,90
2020/4/2,54,良,30,57,7,0.7,39,101
2020/4/3,67,良,45,63,8,0.8,53,109
2020/4/4,93,良,60,87,11,1.1,74,125
2020/4/5,56,良,20,61,7,0.6,27,94
2020/4/6,65,良,31,50,8,0.6,36,117
2020/4/7,55,良,30,50,9,0.6,43,105
2020/4/8,62,良,29,55,9,0.5,45,114
2020/4/9,85,良,42,68,10,0.6,43,142
2020/4/10,70,良,43,65,8,0.7,32,124
2020/4/11,37,优,23,25,5,0.7,27,73
2020/4/12,70,良,31,52,7,0.6,26,123
2020/4/13,85,良,39,69,9,0.6,54,141
2020/4/14,81,良,42,64,10,0.7,49,137
2020/4/15,75,良,30,64,19,1.1,60,116
2020/4/16,75,良,33,71,12,0.8,60,111
2020/4/17,79,良,53,94,17,0.9,63,75
2020/4/18,66,良,47,82,9,0.8,41,112
2020/4/19,51,良,19,24,5,0.6,31,101
2020/4/20,65,良,25,37,9,0.8,52,110
2020/4/21,45,优,23,40,7,0.5,34,89
2020/4/22,63,良,29,45,7,0.4,41,115
2020/4/23,70,良,40,68,8,0.5,54,124
2020/4/24,85,良,30,69,15,0.7,68,130
2020/4/25,73,良,26,70,22,1.0,58,120
2020/4/26,77,良,36,76,14,0.8,47,132
2020/4/27,51,良,25,49,7,0.6,28,101
2020/4/28,81,良,25,45,7,0.5,34,137
2020/4/29,112,轻度污染,34,69,11,0.6,43,173
2020/4/30,90,良,43,80,12,0.8,55,148
2020/5/1,54,良,38,53,8,0.9,34,88
2020/5/2,80,良,39,60,13,1.2,35,136
2020/5/3,90,良,44,72,22,1.5,52,147
2020/5/4,132,轻度污染,43,69,18,1.4,40,195
2020/5/5,49,优,34,49,6,1.0,36,46
2020/5/6,45,优,29,44,5,0.8,29,89
2020/5/7,72,良,28,50,6,0.7,24,126
2020/5/8,40,优,24,40,6,0.8,26,44
2020/5/9,36,优,25,27,5,0.6,21,72
2020/5/10,55,良,27,32,6,0.9,43,105
2020/5/11,87,良,23,55,8,0.8,44,144
2020/5/12,77,良,15,61,12,0.6,46,132
2020/5/13,133,轻度污染,31,79,10,0.6,37,196
2020/5/14,58,良,35,52,7,0.8,29,109
2020/5/15,44,优,18,26,8,0.9,33,87
2020/5/16,52,良,22,35,11,1.0,41,100
2020/5/17,83,良,24,45,14,1.2,36,139
2020/5/18,60,良,19,64,8,0.7,30,112
2020/5/19,92,良,29,70,15,0.9,52,150
2020/5/20,127,轻度污染,35,71,13,0.7,35,189
2020/5/21,105,轻度污染,23,53,10,0.6,23,165
2020/5/22,75,良,16,31,6,0.6,16,130
2020/5/23,85,良,21,41,7,0.6,23,142
2020/5/24,130,轻度污染,39,70,12,0.9,35,193
2020/5/25,57,良,40,57,10,0.9,31,103
2020/5/26,75,良,26,35,6,0.9,25,129
2020/5/27,109,轻度污染,26,49,9,1.0,34,169
2020/5/28,99,良,41,66,14,1.2,44,158
2020/5/29,51,良,33,51,10,0.7,34,99
2020/5/30,46,优,18,25,5,0.6,18,91
2020/5/31,80,良,25,49,9,0.9,33,135
2020/6/1,116,轻度污染,34,62,7,0.8,31,177
2020/6/2,65,良,23,43,9,0.9,34,117
2020/6/3,48,优,14,27,7,0.8,24,95
2020/6/4,47,优,12,28,8,0.8,22,94
2020/6/5,36,优,10,17,5,0.7,25,71
2020/6/6,85,良,15,26,6,0.7,19,142
2020/6/7,80,良,16,37,7,0.5,17,135
2020/6/8,57,良,28,44,7,0.5,14,108
2020/6/9,60,良,18,31,6,0.6,15,112
2020/6/10,45,优,22,36,7,0.9,36,82
2020/6/11,68,良,33,48,6,1.0,36,121
2020/6/12,39,优,9,28,6,0.8,27,77
2020/6/13,53,良,11,23,6,0.8,35,103
2020/6/14,39,优,12,23,6,0.7,27,78
2020/6/15,44,优,7,19,6,0.7,35,46
2020/6/16,50,优,20,29,5,0.8,22,99
2020/6/17,46,优,17,43,7,0.8,26,91
2020/6/18,34,优,16,25,5,0.7,23,67
2020/6/19,60,良,13,25,6,0.8,28,111
2020/6/20,48,优,13,22,6,0.7,19,95
2020/6/21,41,优,5,10,5,0.6,20,82
2020/6/22,34,优,8,10,5,0.6,20,67
2020/6/23,35,优,9,16,5,0.9,28,40
2020/6/24,48,优,18,34,8,0.9,34,96
2020/6/25,71,良,26,41,8,1.0,28,125
2020/6/26,45,优,13,28,6,0.6,18,89
2020/6/27,35,优,12,21,5,0.7,28,63
2020/6/28,47,优,11,18,5,0.7,14,93
2020/6/29,41,优,8,18,6,0.7,19,81
2020/6/30,83,良,16,28,6,0.7,26,139
2020/7/1,126,轻度污染,33,55,6,0.7,18,188
2020/7/2,47,优,18,35,6,0.6,18,94
2020/7/3,46,优,10,21,5,0.6,19,91
2020/7/4,60,良,20,34,6,0.7,18,112
2020/7/5,35,优,11,21,6,0.7,28,45
2020/7/6,35,优,8,13,5,0.7,28,46
2020/7/7,55,良,14,25,9,1.1,36,105
2020/7/8,80,良,29,43,8,1.3,26,136
2020/7/9,50,优,22,39,5,0.8,17,99
2020/7/10,70,良,19,31,5,0.6,12,124
2020/7/11,30,优,13,23,5,0.7,17,59
2020/7/12,42,优,15,41,9,0.8,33,64
2020/7/13,29,优,11,15,5,0.6,23,58
2020/7/14,46,优,14,25,6,0.7,21,91
2020/7/15,46,优,7,13,5,0.7,21,91
2020/7/16,39,优,7,12,5,0.6,21,78
2020/7/17,32,优,15,24,6,0.6,22,63
2020/7/18,49,优,18,32,6,0.8,39,20
2020/7/19,37,优,13,19,6,1.0,29,67
2020/7/20,49,优,21,30,7,0.7,25,98
2020/7/21,48,优,20,32,6,0.7,26,96
2020/7/22,55,良,14,37,6,0.6,21,105
2020/7/23,38,优,10,27,7,0.6,22,76
2020/7/24,44,优,12,19,5,0.7,35,75
2020/7/25,58,良,13,31,7,0.7,39,109
2020/7/26,70,良,26,44,7,0.7,26,124
2020/7/27,53,良,22,39,7,1.1,42,44
2020/7/28,33,优,11,23,6,0.7,26,64
2020/7/29,56,良,28,48,6,0.9,24,107
2020/7/30,81,良,24,45,7,0.9,25,137
2020/7/31,50,优,9,33,7,0.5,24,99
2020/8/1,99,良,15,33,8,0.6,23,158
2020/8/2,65,良,25,47,7,0.9,40,117
2020/8/3,55,良,18,38,6,0.7,23,106
2020/8/4,48,优,9,30,6,0.6,20,95
2020/8/5,60,良,23,51,7,1.0,41,111
2020/8/6,36,优,8,27,6,0.7,20,72
2020/8/7,36,优,10,27,6,0.6,19,71
2020/8/8,37,优,16,36,7,0.6,24,73
2020/8/9,35,优,18,33,7,0.8,28,66
2020/8/10,30,优,11,20,7,0.8,24,53
2020/8/11,44,优,15,27,6,0.7,20,88
2020/8/12,27,优,8,23,6,0.6,16,53
2020/8/13,40,优,11,26,7,0.7,24,80
2020/8/14,46,优,10,28,7,0.6,21,91
2020/8/15,75,良,15,34,7,0.6,28,129
2020/8/16,96,良,19,43,8,0.8,29,155
2020/8/17,91,良,21,45,8,0.7,23,149
2020/8/18,77,良,30,55,8,0.5,18,132
2020/8/19,77,良,26,49,8,0.6,25,132
2020/8/20,130,轻度污染,21,41,8,0.8,30,193
2020/8/21,88,良,27,45,8,0.9,28,145
2020/8/22,87,良,31,53,7,0.8,22,144
2020/8/23,112,轻度污染,35,59,8,0.6,17,173
2020/8/24,91,良,33,58,10,0.8,28,149
2020/8/25,64,良,24,43,9,0.6,26,116
2020/8/26,72,良,26,41,8,0.7,20,126
2020/8/27,75,良,15,29,8,0.6,21,129
2020/8/28,54,良,26,53,12,0.9,39,104
2020/8/29,82,良,28,53,11,1.0,35,138
2020/8/30,100,良,24,40,9,0.8,32,160
2020/8/31,55,良,23,43,10,0.9,44,87
2020/9/1,49,优,20,37,10,0.9,39,78
2020/9/2,50,优,21,35,8,0.7,26,99
2020/9/3,89,良,24,49,11,0.7,45,146
2020/9/4,85,良,24,56,8,0.7,42,141
2020/9/5,104,轻度污染,31,62,14,0.8,42,164
2020/9/6,116,轻度污染,26,54,10,0.6,38,177
2020/9/7,114,轻度污染,34,65,11,0.8,58,175
2020/9/8,101,轻度污染,38,81,12,0.9,58,161
2020/9/9,86,良,46,82,13,0.9,65,143
2020/9/10,69,良,50,73,10,1.0,52,84
2020/9/11,75,良,24,43,8,0.9,31,130
2020/9/12,72,良,26,46,12,0.9,41,126
2020/9/13,67,良,29,48,9,0.8,30,120
2020/9/14,89,良,33,53,9,0.8,29,146
2020/9/15,38,优,16,24,7,0.8,30,64
2020/9/16,52,良,19,27,8,0.8,36,102
2020/9/17,49,优,15,22,7,0.7,28,98
2020/9/18,43,优,14,20,7,0.5,20,86
2020/9/19,70,良,21,36,9,0.7,27,124
2020/9/20,90,良,26,44,9,0.7,28,148
2020/9/21,50,优,19,37,9,0.6,29,100
2020/9/22,55,良,31,36,8,0.7,29,105
2020/9/23,46,优,17,33,7,0.7,33,92
2020/9/24,60,良,27,51,10,0.7,48,106
2020/9/25,62,良,21,47,9,0.7,43,114
2020/9/26,74,良,29,53,9,0.7,37,128
2020/9/27,60,良,18,41,9,0.6,25,112
1 日期 AQI 质量等级 PM2.5含量（ppm） PM10含量（ppm） SO2含量（ppm） CO含量（ppm） NO2含量（ppm） O3_8h含量（ppm）
2 2020/1/1 79 良 58 64 8 0.7 57 23
3 2020/1/2 112 轻度污染 84 73 10 1.0 71 7
4 2020/1/3 68 良 49 51 7 0.8 49 3
5 2020/1/4 90 良 67 57 7 1.2 53 18
6 2020/1/5 110 轻度污染 83 65 7 1.0 51 46
7 2020/1/6 65 良 47 58 6 1.0 43 6
8 2020/1/7 50 优 18 19 5 1.5 40 43
9 2020/1/8 69 良 50 49 7 0.9 39 45
10 2020/1/9 69 良 50 40 6 0.9 47 33
11 2020/1/10 57 良 34 28 5 0.8 45 21
12 2020/1/11 47 优 27 21 6 0.7 37 39
13 2020/1/12 125 轻度污染 95 74 8 1.0 44 71
14 2020/1/13 148 轻度污染 113 94 9 1.3 59 53
15 2020/1/14 172 中度污染 130 114 12 1.4 62 65
16 2020/1/15 113 轻度污染 85 62 8 1.2 50 32
17 2020/1/16 55 良 16 14 5 0.8 44 38
18 2020/1/17 82 良 60 43 6 0.9 42 25
19 2020/1/18 88 良 65 55 6 0.8 51 31
20 2020/1/19 112 轻度污染 84 77 10 1.0 53 77
21 2020/1/20 127 轻度污染 96 99 14 1.2 70 90
22 2020/1/21 203 重度污染 153 113 9 1.3 43 60
23 2020/1/22 148 轻度污染 113 77 6 1.2 43 30
24 2020/1/23 58 良 41 37 5 0.6 26 42
25 2020/1/24 79 良 58 57 6 0.7 18 78
26 2020/1/25 40 优 26 40 5 0.5 17 61
27 2020/1/26 29 优 20 17 5 0.5 21 56
28 2020/1/27 70 良 51 41 5 0.8 21 57
29 2020/1/28 95 良 71 65 6 0.7 19 70
30 2020/1/29 84 良 62 60 10 0.7 25 77
31 2020/1/30 128 轻度污染 97 85 9 1.0 26 103
32 2020/1/31 125 轻度污染 95 82 10 1.0 43 94
33 2020/2/1 75 良 55 49 7 0.7 21 102
34 2020/2/2 42 优 28 30 8 0.5 26 84
35 2020/2/3 109 轻度污染 82 68 9 0.9 30 109
36 2020/2/4 92 良 68 60 7 0.8 22 103
37 2020/2/5 65 良 47 44 7 0.8 19 106
38 2020/2/6 38 优 22 25 5 0.6 11 75
39 2020/2/7 33 优 14 16 5 0.6 12 66
40 2020/2/8 62 良 44 40 5 0.6 22 45
41 2020/2/9 53 良 37 34 7 0.6 25 79
42 2020/2/10 48 优 33 36 8 0.7 32 69
43 2020/2/11 35 优 24 26 6 0.7 20 47
44 2020/2/12 43 优 30 34 5 0.9 23 56
45 2020/2/13 22 优 15 18 5 0.8 15 30
46 2020/2/14 23 优 14 17 5 0.8 18 32
47 2020/2/15 27 优 8 10 5 0.7 14 53
48 2020/2/16 42 优 21 31 7 0.5 11 83
49 2020/2/17 45 优 19 33 9 0.5 18 90
50 2020/2/18 49 优 27 32 8 0.6 28 97
51 2020/2/19 55 良 39 37 7 0.6 25 76
52 2020/2/20 64 良 46 43 8 0.7 25 111
53 2020/2/21 62 良 44 41 9 0.6 31 66
54 2020/2/22 83 良 61 89 10 0.9 42 94
55 2020/2/23 92 良 68 107 7 0.8 25 109
56 2020/2/24 85 良 63 87 8 1.0 44 84
57 2020/2/25 95 良 71 79 6 1.2 44 42
58 2020/2/26 50 优 35 43 4 0.7 19 87
59 2020/2/27 70 良 51 68 4 0.8 19 93
60 2020/2/28 38 优 26 25 4 0.7 28 59
61 2020/2/29 40 优 28 21 4 0.8 29 41
62 2020/3/1 50 优 35 29 5 0.7 27 58
63 2020/3/2 54 良 38 37 5 0.8 22 87
64 2020/3/3 72 良 52 49 8 1.0 44 64
65 2020/3/4 85 良 63 58 6 0.9 33 104
66 2020/3/5 56 良 31 41 8 0.7 24 107
67 2020/3/6 64 良 46 43 7 0.6 35 84
68 2020/3/7 67 良 48 53 6 0.9 43 75
69 2020/3/8 68 良 49 52 7 0.8 29 105
70 2020/3/9 37 优 19 25 5 0.7 29 47
71 2020/3/10 62 良 44 38 5 1.0 32 74
72 2020/3/11 67 良 48 68 7 1.0 39 113
73 2020/3/12 68 良 49 68 7 0.8 44 95
74 2020/3/13 67 良 48 70 7 0.9 45 46
75 2020/3/14 52 良 24 53 7 0.5 40 96
76 2020/3/15 77 良 38 86 12 0.8 61 109
77 2020/3/16 70 良 51 80 10 0.7 47 108
78 2020/3/17 74 良 43 77 10 0.7 59 122
79 2020/3/18 70 良 46 79 16 1.1 56 123
80 2020/3/19 77 良 35 104 14 0.9 47 78
81 2020/3/20 68 良 37 86 12 0.7 53 112
82 2020/3/21 67 良 42 67 10 0.9 53 87
83 2020/3/22 55 良 31 60 6 0.8 33 102
84 2020/3/23 42 优 19 41 8 0.5 33 83
85 2020/3/24 65 良 26 43 9 0.5 33 118
86 2020/3/25 63 良 30 48 9 0.8 50 66
87 2020/3/26 57 良 27 35 6 0.9 45 24
88 2020/3/27 34 优 12 27 6 0.6 27 62
89 2020/3/28 39 优 11 24 5 0.4 20 78
90 2020/3/29 35 优 22 27 6 0.7 28 57
91 2020/3/30 38 优 26 24 5 0.7 29 60
92 2020/3/31 48 优 28 34 5 0.7 38 40
93 2020/4/1 45 优 23 28 5 0.7 36 90
94 2020/4/2 54 良 30 57 7 0.7 39 101
95 2020/4/3 67 良 45 63 8 0.8 53 109
96 2020/4/4 93 良 60 87 11 1.1 74 125
97 2020/4/5 56 良 20 61 7 0.6 27 94
98 2020/4/6 65 良 31 50 8 0.6 36 117
99 2020/4/7 55 良 30 50 9 0.6 43 105
100 2020/4/8 62 良 29 55 9 0.5 45 114
101 2020/4/9 85 良 42 68 10 0.6 43 142
102 2020/4/10 70 良 43 65 8 0.7 32 124
103 2020/4/11 37 优 23 25 5 0.7 27 73
104 2020/4/12 70 良 31 52 7 0.6 26 123
105 2020/4/13 85 良 39 69 9 0.6 54 141
106 2020/4/14 81 良 42 64 10 0.7 49 137
107 2020/4/15 75 良 30 64 19 1.1 60 116
108 2020/4/16 75 良 33 71 12 0.8 60 111
109 2020/4/17 79 良 53 94 17 0.9 63 75
110 2020/4/18 66 良 47 82 9 0.8 41 112
111 2020/4/19 51 良 19 24 5 0.6 31 101
112 2020/4/20 65 良 25 37 9 0.8 52 110
113 2020/4/21 45 优 23 40 7 0.5 34 89
114 2020/4/22 63 良 29 45 7 0.4 41 115
115 2020/4/23 70 良 40 68 8 0.5 54 124
116 2020/4/24 85 良 30 69 15 0.7 68 130
117 2020/4/25 73 良 26 70 22 1.0 58 120
118 2020/4/26 77 良 36 76 14 0.8 47 132
119 2020/4/27 51 良 25 49 7 0.6 28 101
120 2020/4/28 81 良 25 45 7 0.5 34 137
121 2020/4/29 112 轻度污染 34 69 11 0.6 43 173
122 2020/4/30 90 良 43 80 12 0.8 55 148
123 2020/5/1 54 良 38 53 8 0.9 34 88
124 2020/5/2 80 良 39 60 13 1.2 35 136
125 2020/5/3 90 良 44 72 22 1.5 52 147
126 2020/5/4 132 轻度污染 43 69 18 1.4 40 195
127 2020/5/5 49 优 34 49 6 1.0 36 46
128 2020/5/6 45 优 29 44 5 0.8 29 89
129 2020/5/7 72 良 28 50 6 0.7 24 126
130 2020/5/8 40 优 24 40 6 0.8 26 44
131 2020/5/9 36 优 25 27 5 0.6 21 72
132 2020/5/10 55 良 27 32 6 0.9 43 105
133 2020/5/11 87 良 23 55 8 0.8 44 144
134 2020/5/12 77 良 15 61 12 0.6 46 132
135 2020/5/13 133 轻度污染 31 79 10 0.6 37 196
136 2020/5/14 58 良 35 52 7 0.8 29 109
137 2020/5/15 44 优 18 26 8 0.9 33 87
138 2020/5/16 52 良 22 35 11 1.0 41 100
139 2020/5/17 83 良 24 45 14 1.2 36 139
140 2020/5/18 60 良 19 64 8 0.7 30 112
141 2020/5/19 92 良 29 70 15 0.9 52 150
142 2020/5/20 127 轻度污染 35 71 13 0.7 35 189
143 2020/5/21 105 轻度污染 23 53 10 0.6 23 165
144 2020/5/22 75 良 16 31 6 0.6 16 130
145 2020/5/23 85 良 21 41 7 0.6 23 142
146 2020/5/24 130 轻度污染 39 70 12 0.9 35 193
147 2020/5/25 57 良 40 57 10 0.9 31 103
148 2020/5/26 75 良 26 35 6 0.9 25 129
149 2020/5/27 109 轻度污染 26 49 9 1.0 34 169
150 2020/5/28 99 良 41 66 14 1.2 44 158
151 2020/5/29 51 良 33 51 10 0.7 34 99
152 2020/5/30 46 优 18 25 5 0.6 18 91
153 2020/5/31 80 良 25 49 9 0.9 33 135
154 2020/6/1 116 轻度污染 34 62 7 0.8 31 177
155 2020/6/2 65 良 23 43 9 0.9 34 117
156 2020/6/3 48 优 14 27 7 0.8 24 95
157 2020/6/4 47 优 12 28 8 0.8 22 94
158 2020/6/5 36 优 10 17 5 0.7 25 71
159 2020/6/6 85 良 15 26 6 0.7 19 142
160 2020/6/7 80 良 16 37 7 0.5 17 135
161 2020/6/8 57 良 28 44 7 0.5 14 108
162 2020/6/9 60 良 18 31 6 0.6 15 112
163 2020/6/10 45 优 22 36 7 0.9 36 82
164 2020/6/11 68 良 33 48 6 1.0 36 121
165 2020/6/12 39 优 9 28 6 0.8 27 77
166 2020/6/13 53 良 11 23 6 0.8 35 103
167 2020/6/14 39 优 12 23 6 0.7 27 78
168 2020/6/15 44 优 7 19 6 0.7 35 46
169 2020/6/16 50 优 20 29 5 0.8 22 99
170 2020/6/17 46 优 17 43 7 0.8 26 91
171 2020/6/18 34 优 16 25 5 0.7 23 67
172 2020/6/19 60 良 13 25 6 0.8 28 111
173 2020/6/20 48 优 13 22 6 0.7 19 95
174 2020/6/21 41 优 5 10 5 0.6 20 82
175 2020/6/22 34 优 8 10 5 0.6 20 67
176 2020/6/23 35 优 9 16 5 0.9 28 40
177 2020/6/24 48 优 18 34 8 0.9 34 96
178 2020/6/25 71 良 26 41 8 1.0 28 125
179 2020/6/26 45 优 13 28 6 0.6 18 89
180 2020/6/27 35 优 12 21 5 0.7 28 63
181 2020/6/28 47 优 11 18 5 0.7 14 93
182 2020/6/29 41 优 8 18 6 0.7 19 81
183 2020/6/30 83 良 16 28 6 0.7 26 139
184 2020/7/1 126 轻度污染 33 55 6 0.7 18 188
185 2020/7/2 47 优 18 35 6 0.6 18 94
186 2020/7/3 46 优 10 21 5 0.6 19 91
187 2020/7/4 60 良 20 34 6 0.7 18 112
188 2020/7/5 35 优 11 21 6 0.7 28 45
189 2020/7/6 35 优 8 13 5 0.7 28 46
190 2020/7/7 55 良 14 25 9 1.1 36 105
191 2020/7/8 80 良 29 43 8 1.3 26 136
192 2020/7/9 50 优 22 39 5 0.8 17 99
193 2020/7/10 70 良 19 31 5 0.6 12 124
194 2020/7/11 30 优 13 23 5 0.7 17 59
195 2020/7/12 42 优 15 41 9 0.8 33 64
196 2020/7/13 29 优 11 15 5 0.6 23 58
197 2020/7/14 46 优 14 25 6 0.7 21 91
198 2020/7/15 46 优 7 13 5 0.7 21 91
199 2020/7/16 39 优 7 12 5 0.6 21 78
200 2020/7/17 32 优 15 24 6 0.6 22 63
201 2020/7/18 49 优 18 32 6 0.8 39 20
202 2020/7/19 37 优 13 19 6 1.0 29 67
203 2020/7/20 49 优 21 30 7 0.7 25 98
204 2020/7/21 48 优 20 32 6 0.7 26 96
205 2020/7/22 55 良 14 37 6 0.6 21 105
206 2020/7/23 38 优 10 27 7 0.6 22 76
207 2020/7/24 44 优 12 19 5 0.7 35 75
208 2020/7/25 58 良 13 31 7 0.7 39 109
209 2020/7/26 70 良 26 44 7 0.7 26 124
210 2020/7/27 53 良 22 39 7 1.1 42 44
211 2020/7/28 33 优 11 23 6 0.7 26 64
212 2020/7/29 56 良 28 48 6 0.9 24 107
213 2020/7/30 81 良 24 45 7 0.9 25 137
214 2020/7/31 50 优 9 33 7 0.5 24 99
215 2020/8/1 99 良 15 33 8 0.6 23 158
216 2020/8/2 65 良 25 47 7 0.9 40 117
217 2020/8/3 55 良 18 38 6 0.7 23 106
218 2020/8/4 48 优 9 30 6 0.6 20 95
219 2020/8/5 60 良 23 51 7 1.0 41 111
220 2020/8/6 36 优 8 27 6 0.7 20 72
221 2020/8/7 36 优 10 27 6 0.6 19 71
222 2020/8/8 37 优 16 36 7 0.6 24 73
223 2020/8/9 35 优 18 33 7 0.8 28 66
224 2020/8/10 30 优 11 20 7 0.8 24 53
225 2020/8/11 44 优 15 27 6 0.7 20 88
226 2020/8/12 27 优 8 23 6 0.6 16 53
227 2020/8/13 40 优 11 26 7 0.7 24 80
228 2020/8/14 46 优 10 28 7 0.6 21 91
229 2020/8/15 75 良 15 34 7 0.6 28 129
230 2020/8/16 96 良 19 43 8 0.8 29 155
231 2020/8/17 91 良 21 45 8 0.7 23 149
232 2020/8/18 77 良 30 55 8 0.5 18 132
233 2020/8/19 77 良 26 49 8 0.6 25 132
234 2020/8/20 130 轻度污染 21 41 8 0.8 30 193
235 2020/8/21 88 良 27 45 8 0.9 28 145
236 2020/8/22 87 良 31 53 7 0.8 22 144
237 2020/8/23 112 轻度污染 35 59 8 0.6 17 173
238 2020/8/24 91 良 33 58 10 0.8 28 149
239 2020/8/25 64 良 24 43 9 0.6 26 116
240 2020/8/26 72 良 26 41 8 0.7 20 126
241 2020/8/27 75 良 15 29 8 0.6 21 129
242 2020/8/28 54 良 26 53 12 0.9 39 104
243 2020/8/29 82 良 28 53 11 1.0 35 138
244 2020/8/30 100 良 24 40 9 0.8 32 160
245 2020/8/31 55 良 23 43 10 0.9 44 87
246 2020/9/1 49 优 20 37 10 0.9 39 78
247 2020/9/2 50 优 21 35 8 0.7 26 99
248 2020/9/3 89 良 24 49 11 0.7 45 146
249 2020/9/4 85 良 24 56 8 0.7 42 141
250 2020/9/5 104 轻度污染 31 62 14 0.8 42 164
251 2020/9/6 116 轻度污染 26 54 10 0.6 38 177
252 2020/9/7 114 轻度污染 34 65 11 0.8 58 175
253 2020/9/8 101 轻度污染 38 81 12 0.9 58 161
254 2020/9/9 86 良 46 82 13 0.9 65 143
255 2020/9/10 69 良 50 73 10 1.0 52 84
256 2020/9/11 75 良 24 43 8 0.9 31 130
257 2020/9/12 72 良 26 46 12 0.9 41 126
258 2020/9/13 67 良 29 48 9 0.8 30 120
259 2020/9/14 89 良 33 53 9 0.8 29 146
260 2020/9/15 38 优 16 24 7 0.8 30 64
261 2020/9/16 52 良 19 27 8 0.8 36 102
262 2020/9/17 49 优 15 22 7 0.7 28 98
263 2020/9/18 43 优 14 20 7 0.5 20 86
264 2020/9/19 70 良 21 36 9 0.7 27 124
265 2020/9/20 90 良 26 44 9 0.7 28 148
266 2020/9/21 50 优 19 37 9 0.6 29 100
267 2020/9/22 55 良 31 36 8 0.7 29 105
268 2020/9/23 46 优 17 33 7 0.7 33 92
269 2020/9/24 60 良 27 51 10 0.7 48 106
270 2020/9/25 62 良 21 47 9 0.7 43 114
271 2020/9/26 74 良 29 53 9 0.7 37 128
272 2020/9/27 60 良 18 41 9 0.6 25 112

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