Datasets:
kasunUdayanga
/
Tea_Yield_Prediction

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Rainfall_mm
float64
1.5k
3.5k
⌀
Avg_Temp_C
float64
18
28
Soil_pH
float64
4.5
6
Fertilizer_kg_per_hectare
float64
200
500
⌀
Sunshine_hours
float64
4
8
⌀
Altitude_m
float64
500
2k
Age_of_tea_plant_years
float64
3
30
Yield_kg_per_hectare
float64
300
7k
Season_Condition
int64
0
2
2,678.89
23.78
5.05
388.6
7.3
1,646.29
12.36
4,377.76
1
2,780.39
24.48
5.07
330.58
7.47
1,238.23
14.87
3,853.43
2
3,041.53
21.68
5.55
360.81
6.43
994.84
14.66
3,867.55
0
null
23.94
5.97
456.13
6.18
1,545.54
8.77
4,035.72
0
1,811.17
24.42
6
null
6.68
955.33
8.69
4,010.15
1
2,031.09
21.94
5.57
282.57
7.4
1,403.5
4.38
3,803.22
1
2,757.52
21.7
4.87
327.92
4.57
1,282.26
12.64
3,834.98
2
2,756.89
20.58
5.67
404.94
4
1,637.72
6.84
3,554
1
2,757.52
22.77
5.11
457.45
8
996.34
3
3,853.43
0
3,500
21.04
5.31
278.72
4
950.65
19.32
3,136.41
0
2,785.45
23.88
6
465.43
5.44
1,015.34
8.33
4,451.02
0
3,067.78
20.63
6
414.97
6.25
1,395.58
6.77
4,481.54
1
2,977
22.63
5.76
282.36
6.18
1,311.28
10.82
3,860.23
0
2,825.7
20.16
6
374.79
5.82
750.42
9.45
4,259.4
1
2,342.37
26.43
4.5
372.63
6.77
1,314.13
13.78
3,373.8
1
2,879.48
23.07
4.96
null
5.94
1,452.72
12.7
4,134.57
0
2,113.59
23.05
5.63
396.76
5.29
1,336.73
5.11
3,639.55
0
2,381.59
24.79
5.29
329.43
6.33
1,756.51
7.52
4,017.62
0
2,257.32
28
5.88
281.14
4.59
1,160.11
7.77
3,459.06
0
2,540.94
23.24
4.72
438.98
7.42
1,296.93
9.72
3,285.4
0
3,500
18.53
5.91
270.99
6.1
1,386.25
9.06
3,457.03
2
null
26.55
5.58
306.6
5.17
1,624.6
21.48
3,432.55
1
2,843.13
18.93
5.37
487.1
5.79
1,307.6
8.64
3,483.27
0
1,693.64
21.51
4.5
299.5
6.06
1,313.15
14.02
2,939.33
1
2,264.03
26.58
6
490.11
5.68
963.01
12.13
3,134.96
0
3,044.48
21.99
4.72
416.28
7.99
1,009.74
15.38
3,080.48
0
2,532.14
21.28
4.62
302.08
5.73
988.12
15.12
3,762.72
2
1,961.13
23.84
5.63
null
4.19
1,213.79
8.53
3,132.37
0
2,142.35
23.03
5.87
451.84
5.21
585.83
11.88
3,289.54
2
2,839.8
20.92
5.25
472.24
6.36
1,092.3
25.07
3,571.67
2
2,134.82
25.63
4.89
400.92
7.48
967.1
13.8
3,402.78
1
2,608.23
26.68
5.08
367.89
6.67
1,545.83
9.83
3,313.17
2
2,522.79
27.16
5.52
350.57
4.85
1,191.52
13.1
596.43
1
2,174.2
24.66
5.02
348.98
4.71
677.04
17.82
3,454.33
2
3,500
20.9
5.93
489.73
5.18
1,228.18
15.34
767.94
1
2,816.96
19.23
4.91
267.36
4
1,593.76
11.14
3,434.36
0
1,500
18
4.52
428.59
7.82
1,611.6
3
2,992.83
0
2,593.23
26.1
6
267.25
5.98
1,365.17
22.29
3,830.14
1
2,169.11
23.58
4.96
438.42
6.32
1,208.95
10.58
3,507.67
1
2,926.22
21.74
5.56
352.76
6.8
1,656.18
3
3,875.26
0
2,103.74
18
5.58
344.17
5.28
660.42
10.75
2,665.35
0
2,442.63
19.45
4.98
375.49
5.75
1,110.03
20.75
3,677.32
2
2,752.49
18
5.62
455.13
5.19
855.94
13.47
3,034.09
1
2,932.88
27.33
5.09
427.44
5.59
1,088.36
10.28
3,929.97
1
1,899.85
24.91
4.96
380.84
6.31
1,319.92
12.66
3,737.4
2
2,332.75
19.08
5.28
310.33
5.47
1,248.88
15.33
3,177.5
2
2,262.53
27.91
6
300.98
6.4
1,109.66
11.67
3,259.9
1
2,173.34
20.83
5.46
371.37
6.29
1,662.34
14.53
3,457.99
2
3,382.73
24.05
5.77
291.59
6.89
1,192.13
4.33
3,889.52
1
2,702.49
24.05
5.34
null
8
1,124.98
9.73
3,178.44
2
1,869.56
22.72
5.04
234.34
7.06
1,159.95
15.08
3,203.57
2
2,958.93
22.09
5.47
365.98
5.84
1,201.6
12.14
4,307.14
1
3,500
23.1
5.23
350.16
5.27
1,833.16
15.57
4,193.74
1
3,016.23
22.16
5.08
297.44
6.26
1,574.94
14.85
4,020.18
2
1,740.32
23.75
5.68
279.42
4.98
912.77
11.86
3,267.58
2
2,257.88
23.87
5.52
332.96
4
1,454.76
12.39
3,590.34
0
3,133.46
21.43
4.99
333.36
null
858.04
5.2
3,087.02
0
2,146.17
26.3
5.75
414.78
null
1,585.99
9.68
6,225.75
0
2,721.91
20.49
5.3
370.68
6.91
1,234.49
14.24
3,796.89
1
2,887.32
24.17
5.72
319.14
null
1,149.02
8.82
3,726.92
0
2,036.53
21.98
4.97
408.5
6.27
1,426.93
11.05
3,233.67
2
2,470.24
20.39
4.87
254.94
6.75
1,197.02
8.91
2,835.05
1
1,500
22.17
5.07
null
5.33
1,158.46
21.83
3,404.27
0
1,987.81
21.02
5.31
355.48
5.25
705.63
19.26
2,452.16
0
2,373.72
24.98
5.21
428.63
4
1,001.97
4.32
3,037.67
1
1,876.11
22.72
5.94
418.76
6.93
1,496.96
12.77
4,260.48
1
3,316.21
27.11
4.9
352.83
7.49
982.32
6.62
3,719.33
1
1,784.93
20.15
4.5
345.43
6.77
681.75
10.06
3,648.68
1
2,279.98
18
5.3
380.66
5.7
1,509.13
10.46
3,775.83
0
2,565.37
24.18
5.55
297.15
7.26
678.01
25.73
3,283.74
0
3,220.64
28
5.12
285.83
7.42
1,252.88
3
3,736.43
1
1,782.07
24.47
5.41
364.35
4.64
1,239.99
16.01
3,798.87
1
3,081.58
20.17
4.91
474.47
5.64
1,252.26
9.73
3,205.86
1
2,505.12
19.93
4.84
342.23
4.29
901.77
10.96
3,194.26
0
2,009.25
28
5.58
null
4.69
1,231.55
10.88
3,525.14
2
2,731.05
21.86
5.61
336.89
7.22
1,314.86
12.21
3,694.45
2
2,599.53
19.96
5.59
281.06
6.53
1,283.22
6.52
3,723.37
1
2,199.89
26.57
5.58
379.97
5.75
968.12
15.6
885.12
1
2,534.9
22.56
5.51
305.49
5.41
1,427.63
11.64
3,233.05
0
2,307.34
18
5.23
285.54
4.88
1,426.42
9.88
3,339.39
0
2,556.76
28
5.65
376.32
6.54
884.28
13.9
2,506.47
1
2,831.07
24.75
4.89
380.52
null
1,752.93
11.27
3,685.2
1
3,293.01
18.46
5.92
446.73
7.12
1,392.38
14.11
4,370.98
1
1,881.09
27.19
5.75
412.7
6.5
1,361.74
8.65
3,558.57
1
3,500
19.86
4.56
391.51
6.62
1,218.91
7.08
3,296.59
0
1,523.96
19.68
5.71
412.02
5.66
1,360.61
11.06
2,401.32
0
2,424.11
20.32
5.71
203.57
5.5
1,489.09
13.48
3,693.59
1
2,794.16
28
6
323.96
5.91
1,595.57
3
4,625.84
0
2,640.5
28
4.78
368.21
4.87
1,180.33
20.71
2,543.57
2
2,188.65
21.36
4.64
424.43
5.53
1,230.16
13.36
3,556.23
2
2,395.94
28
5.81
239.72
6.2
1,169.73
21.39
4,260.16
2
2,253.5
18
5.52
230.35
6.12
1,649.55
7.68
3,158.86
0
2,205.32
25.74
4.63
null
6.76
1,377.12
13.1
3,008.6
1
2,924.8
27.09
6
312.15
6.31
1,478.96
13.4
3,612.64
2
2,678.51
27.52
5.12
375.43
6.36
1,667.81
10.95
3,782.24
1
2,153.55
23.23
5.1
238.46
5.03
1,111.8
11.08
3,910.79
1
2,949.8
24.7
5.69
324.2
8
1,068.97
17.44
3,808.95
2
2,653.65
20.85
6
383.67
null
915.15
17.86
5,000
2
2,906.43
23.08
5.06
341.98
7.9
1,021.23
20.29
3,508.68
0
2,814.81
22.51
5.6
241.34
4.4
850.9
15.92
3,240.54
0