diff --git "a/updated_dataset.csv" "b/updated_dataset.csv"
new file mode 100644--- /dev/null
+++ "b/updated_dataset.csv"
@@ -0,0 +1,8885 @@
+Date,Temperature (°C),Humidity (%),Air Pressure (kPa),Wind Speed (m/s),Wind Direction (°),Rainfall (mm),Rain_Label
+01-01-2001,16.83,68.27,100.32,1.26,248,0.71,1
+02-01-2001,16.26,69.95,100.49,1.46,281.1,0.03,1
+03-01-2001,15.12,62.35,100.57,1.93,271,0,0
+04-01-2001,14.18,55.27,100.57,1.86,270.9,0,0
+05-01-2001,13.64,52.3,100.59,2.21,269,0,0
+06-01-2001,13.85,40.86,100.72,1,253.3,0,0
+07-01-2001,13.29,39.5,100.51,1.26,264.4,0,0
+08-01-2001,13.23,40.85,100.36,1.4,281.8,0,0
+09-01-2001,13.06,40.95,100.5,1.82,278.8,0,0
+10-01-2001,12.22,44.85,100.54,1.81,272.6,0,0
+11-01-2001,10.85,46.99,100.42,1.66,265.5,0,0
+12-01-2001,13.44,36.53,100.46,0.87,255.3,0,0
+13-01-2001,14.44,34.31,100.47,1.42,272.6,0,0
+14-01-2001,13.23,43.85,100.5,1.45,265.2,0,0
+15-01-2001,14.79,36.97,100.65,0.94,263.9,0,0
+16-01-2001,14.18,35.42,100.65,1.63,285.9,0,0
+17-01-2001,13.28,33.93,100.75,1.42,274.3,0,0
+18-01-2001,13.6,37.23,100.66,1.48,271.5,0,0
+19-01-2001,14.23,36.59,100.63,1.41,262.4,0,0
+20-01-2001,15.52,31.3,100.57,1.15,261.6,0,0
+21-01-2001,16.52,29.36,100.29,0.9,250,0,0
+22-01-2001,16.35,34.59,100.09,1.64,113.9,0,0
+23-01-2001,16.51,36.03,100.06,1.87,276.3,0,0
+24-01-2001,14.04,35.82,100.1,4.17,272,0,0
+25-01-2001,11.61,34.23,100.2,2.36,266.7,0,0
+26-01-2001,12.28,36.4,100.19,1.17,267.7,0,0
+27-01-2001,13.38,37.38,100.19,1.21,266,0,0
+28-01-2001,15,32.79,100.32,1.13,262.9,0,0
+29-01-2001,16.59,28.03,100.29,1.29,229.6,0,0
+30-01-2001,18.51,28,100.15,1.14,256.5,0,0
+31-01-2001,19.39,30.93,100.01,1.46,264.1,0,0
+01-02-2001,19.72,32.41,99.96,2.45,275.9,0,0
+02-02-2001,17.57,22.9,100.02,3.35,280.1,0,0
+03-02-2001,13.9,27.68,100.11,2.23,270.3,0,0
+04-02-2001,16.45,23.11,100.25,1.11,266.9,0,0
+05-02-2001,16.23,23.67,100.23,1.27,285.3,0,0
+06-02-2001,16.31,24.21,100.25,2.07,274.4,0,0
+07-02-2001,15.07,26.48,100.21,2.17,269.6,0,0
+08-02-2001,15.8,26.3,100.09,2.67,277.9,0,0
+09-02-2001,15.94,27.32,100.07,1.57,280.5,0,0
+10-02-2001,17.54,22.9,100.06,1.06,242.7,0,0
+11-02-2001,17.66,21.85,100.02,1.04,254.2,0,0
+12-02-2001,17.77,22.54,100.26,1.23,233.5,0,0
+13-02-2001,18.73,20.67,100.25,1.35,277.1,0,0
+14-02-2001,19.58,20.62,100.2,1.41,114.5,0,0
+15-02-2001,19.36,27.01,100.34,2.17,50.9,0.41,1
+16-02-2001,22.42,38.64,100.49,0.86,38.4,0.01,1
+17-02-2001,22.79,32.47,100.42,1.02,294.1,0,0
+18-02-2001,21.84,31.89,100.27,1.72,282,0,0
+19-02-2001,21.41,29.52,100.12,2.49,276.4,0,0
+20-02-2001,20.96,24.65,100.08,1.62,281.6,0.02,1
+21-02-2001,21.85,23.28,99.87,1.59,318.2,0.04,1
+22-02-2001,21.65,28.24,99.94,2.74,284.5,0,0
+23-02-2001,21.84,25.21,99.97,2,279.3,0,0
+24-02-2001,23.08,28.33,99.86,1.81,261.1,0,0
+25-02-2001,22.31,35.5,99.73,2.5,75.7,0,0
+26-02-2001,22.64,33.49,99.89,1.93,305.4,0,0
+27-02-2001,21.72,26.32,100.22,2.22,277.4,0,0
+28-02-2001,23.89,20.45,100.53,1.14,325.1,0,0
+01-03-2001,23.98,16.59,100.55,1.59,288.8,0.04,1
+02-03-2001,21.05,10.33,100.62,2.62,280.3,0,0
+03-03-2001,21.15,11.65,100.54,2.36,283.8,0,0
+04-03-2001,19.05,28.39,100.53,2.54,264.3,0.11,1
+05-03-2001,20.54,42.89,100.25,2.79,270.3,0,0
+06-03-2001,21.11,15.43,100.16,2.59,278.2,0,0
+07-03-2001,22.39,12.18,100.3,1.63,298.6,0,0
+08-03-2001,23.27,9.73,100.22,1.1,292.3,0,0
+09-03-2001,23.41,10.82,100.21,1.67,284.8,0,0
+10-03-2001,23.96,12.04,100.14,1.83,285.5,0,0
+11-03-2001,23.76,12.5,100.24,1.54,281.1,0,0
+12-03-2001,24.97,11.05,100.19,1,84.4,0,0
+13-03-2001,25.95,11.54,100.07,1.17,235.9,0.01,1
+14-03-2001,24.74,14.34,100.11,1.13,240.6,0.49,1
+15-03-2001,25.55,22.55,100.23,1.98,274.7,0.01,1
+16-03-2001,26.33,20.33,99.95,3.56,284.1,0,0
+17-03-2001,24.36,12.27,99.79,3.03,278.8,0,0
+18-03-2001,25.32,12.84,99.92,2.3,284.5,0,0
+19-03-2001,27.04,13.02,99.91,2.21,281.9,0,0
+20-03-2001,29.78,14.97,99.78,1.8,329.7,0,0
+21-03-2001,29.6,19.31,99.57,1.63,90.5,0,0
+22-03-2001,29.41,22.35,99.57,2.03,142.3,0.85,1
+23-03-2001,28.11,20.64,99.72,1.69,284.2,0.01,1
+24-03-2001,26.01,14.4,99.62,2.81,287,0.2,1
+25-03-2001,26.86,13.64,99.44,3.18,283.5,0,0
+26-03-2001,28.33,14.35,99.35,3.58,289.8,0,0
+27-03-2001,28.34,15.05,99.32,2.88,282.8,0,0
+28-03-2001,29.43,13.22,99.42,1.23,255.5,0,0
+29-03-2001,29.8,14.64,99.48,2.12,103.2,0,0
+30-03-2001,30.12,20.99,99.49,2.24,117.4,0.07,1
+31-03-2001,29.79,28.69,99.82,1.88,118.4,0.03,1
+01-04-2001,28.56,21.34,99.89,2.17,288.3,0,0
+02-04-2001,27.77,17.98,99.78,2.41,289.3,0,0
+03-04-2001,28.88,14.15,99.85,1.71,279.4,0,0
+04-04-2001,29.48,12.69,99.93,1.95,280,0,0
+05-04-2001,30.7,12.02,99.68,2.96,293.7,0,0
+06-04-2001,32.29,11.58,99.78,1.51,326,0,0
+07-04-2001,31.9,12.02,99.83,1.91,281.8,0,0
+08-04-2001,30.94,11.48,99.53,2.1,278.5,0,0
+09-04-2001,32.24,8.6,99.3,2.74,281.3,0,0
+10-04-2001,33.08,8.12,99.5,1.81,263.4,0,0
+11-04-2001,33.72,8.37,99.61,1.72,287.2,0,0
+12-04-2001,33.3,9.72,99.52,2.03,293.3,0,0
+13-04-2001,30.08,25.01,99.8,3,268.2,0.01,1
+14-04-2001,31.46,28.37,100.15,1.79,119.6,0.24,1
+15-04-2001,31.67,30.6,100.1,1.31,159.2,1.57,1
+16-04-2001,30.85,35.71,99.9,1.67,282.9,5.29,1
+17-04-2001,30.21,32.15,99.76,1.92,240.6,0.19,1
+18-04-2001,30.2,35.29,99.79,1.69,265.3,0.09,1
+19-04-2001,31.34,26.51,99.61,2.5,278.1,0,0
+20-04-2001,31.06,24.9,99.49,4.15,284.5,0,0
+21-04-2001,30.15,24.58,99.34,4.42,274.2,0,0
+22-04-2001,29.81,18.17,99.38,3.14,279.5,0,0
+23-04-2001,31.83,14.6,99.4,2.05,281.3,0,0
+24-04-2001,33.06,13.61,99.59,1.6,78.1,0,0
+25-04-2001,33,14.97,99.37,1.7,81.8,0,0
+26-04-2001,34.74,13.85,99.22,1.91,295.5,0,0
+27-04-2001,35.46,13.35,99.1,2.25,289.4,0,0
+28-04-2001,35.76,13.15,98.82,3.29,283.7,0,0
+29-04-2001,35.95,12.59,98.91,2.03,270.4,0,0
+30-04-2001,34.05,19.62,99.32,2.24,84.2,0,0
+01-05-2001,34.69,20.68,99.4,1.91,100,0.4,1
+02-05-2001,33.32,33.99,99.36,3.14,98.9,0,0
+03-05-2001,34.51,27.54,99.06,2.34,105,0.14,1
+04-05-2001,34.06,31.07,99.22,1.97,104.6,1.43,1
+05-05-2001,34.05,30.25,99.28,1.84,97.2,0,0
+06-05-2001,34.34,33.63,99.21,2.79,116.9,0.77,1
+07-05-2001,34.29,40.95,99.2,2.73,96.7,0.01,1
+08-05-2001,35.04,34.92,98.98,2.25,98.3,1.56,1
+09-05-2001,36.3,26.22,98.68,2.18,288.9,0.75,1
+10-05-2001,34.96,29.81,98.69,2.27,75.2,0.51,1
+11-05-2001,33.91,41.21,99.11,4.25,104.3,0,0
+12-05-2001,35.31,37.4,99.26,3.06,110.3,0,0
+13-05-2001,35.91,32.92,99.15,2.52,110.1,0.02,1
+14-05-2001,33.5,47.6,99.18,2.25,97.1,33.68,1
+15-05-2001,32.32,51.15,99.4,2.88,83.4,3.34,1
+16-05-2001,33.79,41.96,99.41,1.43,88.1,0.09,1
+17-05-2001,33.21,41.88,99.36,1.1,322.7,9.05,1
+18-05-2001,32.14,44.84,99.33,1.72,271.3,0,0
+19-05-2001,33.98,36.7,99.21,1.55,269.7,0.11,1
+20-05-2001,33.18,40.85,99.16,1.43,268.1,0.68,1
+21-05-2001,33.27,40.8,99.14,0.87,295.7,1.36,1
+22-05-2001,33.25,41.04,99.11,1.69,308.5,2.67,1
+23-05-2001,34.58,35.94,98.97,1.76,279.7,0,0
+24-05-2001,35.81,31.13,98.66,1.62,262.8,0,0
+25-05-2001,36.24,30.06,98.51,1.41,90.8,0.01,1
+26-05-2001,35.12,36.4,98.71,2.12,110.4,0.42,1
+27-05-2001,35.24,36.96,98.97,1.97,75,0.47,1
+28-05-2001,35.56,30.88,98.84,1.19,295.9,0.54,1
+29-05-2001,35.36,30.62,98.81,1.02,329.7,0.11,1
+30-05-2001,34.77,35.78,98.82,1.8,301.3,0.84,1
+31-05-2001,35.36,36.46,98.71,2.15,298.7,0.32,1
+01-06-2001,33.83,45.12,98.92,0.99,78.9,7.56,1
+02-06-2001,33.89,46.81,99.14,1.17,38.8,3.69,1
+03-06-2001,33.2,54.61,99.22,1.01,74.9,12.78,1
+04-06-2001,33.16,56.88,99.03,1.59,140.5,5.86,1
+05-06-2001,33.28,49.02,98.89,2.09,230.6,0.64,1
+06-06-2001,34.49,43.16,98.76,2.4,256.5,0.19,1
+07-06-2001,34.92,39.99,98.82,2.01,256.8,0.91,1
+08-06-2001,35.23,36.43,98.72,1.45,286.3,1.13,1
+09-06-2001,35.98,32.92,98.75,1.36,96.2,0,0
+10-06-2001,36.2,36.98,98.74,1.56,122.1,0,0
+11-06-2001,36.83,38.93,98.69,2.2,111.8,0,0
+12-06-2001,36.07,42.66,98.84,3.31,116,0,0
+13-06-2001,35.2,47.33,98.93,4.18,106.4,0.01,1
+14-06-2001,33.3,51.66,98.83,5.63,96.8,1.33,1
+15-06-2001,32.69,56.34,98.64,5.78,106.4,2,1
+16-06-2001,33.39,53.18,98.56,3.76,113,0.67,1
+17-06-2001,34.16,50.51,98.54,3.5,120,1.28,1
+18-06-2001,32.91,58.62,98.73,2.89,122.7,7.49,1
+19-06-2001,31.01,66.81,98.78,2.14,87.4,1.48,1
+20-06-2001,29.29,73.9,98.69,1.78,126,19.76,1
+21-06-2001,30.22,72.08,98.73,1.26,86.4,16.53,1
+22-06-2001,30.23,71.95,98.79,1.47,66.2,7.11,1
+23-06-2001,30.8,69.24,98.79,2.07,97.6,5.04,1
+24-06-2001,30.88,67.47,98.82,1.68,96.9,15.47,1
+25-06-2001,29.86,74.84,98.81,2.18,72.1,9.42,1
+26-06-2001,32.38,64.77,98.71,2.47,121.3,3.99,1
+27-06-2001,32.25,64.23,98.73,1.48,112.2,1.27,1
+28-06-2001,31.93,65.73,98.7,1.94,106.6,6.95,1
+29-06-2001,30.93,73.24,98.85,1.83,103.5,4.96,1
+30-06-2001,32.25,63.57,98.95,3.75,94.7,0.55,1
+01-07-2001,32.01,64.21,98.96,4.6,101.5,0.32,1
+02-07-2001,32.5,63.05,98.91,2.92,118.2,0.27,1
+03-07-2001,32.37,65.06,98.82,2.35,140.8,5.23,1
+04-07-2001,34.15,56.24,98.69,0.98,186.3,0.28,1
+05-07-2001,33.56,56.99,98.67,1,90.7,0.59,1
+06-07-2001,35.16,50.08,98.6,1.51,183.9,0.32,1
+07-07-2001,32.77,65.34,98.76,1.83,119.9,11.51,1
+08-07-2001,33.47,59.06,98.69,2.47,108.5,1.96,1
+09-07-2001,33.38,61.65,98.65,4.51,103.7,0.48,1
+10-07-2001,32.32,65.21,98.81,6.36,101,4.03,1
+11-07-2001,31.59,66.49,98.87,5.76,111.5,5.75,1
+12-07-2001,31.83,65.72,98.89,3.85,118.5,0.5,1
+13-07-2001,31.24,67.52,98.83,4.24,97.3,0.41,1
+14-07-2001,30.17,73.88,98.92,1.79,92,13.73,1
+15-07-2001,30.13,73.21,98.95,1.42,145.9,11.1,1
+16-07-2001,29.4,81.03,98.93,1.84,108.1,53.4,1
+17-07-2001,29.78,77.39,98.92,1.16,89.9,7.14,1
+18-07-2001,31.43,68.92,98.78,0.85,215.9,2.27,1
+19-07-2001,30.93,73.11,98.84,1.79,95.1,0.13,1
+20-07-2001,30.01,75.38,98.94,2.57,101.9,0.5,1
+21-07-2001,32.03,67.27,98.8,1.35,108.5,0.64,1
+22-07-2001,31.75,71.76,98.95,3.12,107,1.32,1
+23-07-2001,32.39,68.69,98.98,2.92,107.1,0.38,1
+24-07-2001,31.73,69.69,99,2.53,114,0.3,1
+25-07-2001,32.04,67.1,98.94,2.87,114.7,1.46,1
+26-07-2001,31.35,69.49,99.06,2.46,92.3,2.77,1
+27-07-2001,30.72,71.72,98.89,1.69,70.2,15.95,1
+28-07-2001,31.77,70.79,98.83,1.06,267.4,23.63,1
+29-07-2001,29.7,84.69,98.9,2.49,265.4,32.48,1
+30-07-2001,28.4,85.52,99.1,2.34,251.8,9.69,1
+31-07-2001,29.04,81.7,99.17,3.08,247.2,1.03,1
+01-08-2001,30.15,76.07,98.92,3.34,257.1,1.85,1
+02-08-2001,29.9,73.87,98.85,1.72,266.7,2.47,1
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+05-08-2001,30.5,77.67,99.47,2.31,118.5,9.23,1
+06-08-2001,28.71,79.82,99.44,2.64,103.6,1.7,1
+07-08-2001,29.42,74.89,99.32,2.4,117.8,0.39,1
+08-08-2001,29.84,76.95,99.29,1.32,130.9,1.77,1
+09-08-2001,30.5,73.34,99.46,1.52,112.3,2.65,1
+10-08-2001,30.78,72.64,99.42,2.13,114.9,0.31,1
+11-08-2001,31.13,71.75,99.29,2.43,113.5,0.04,1
+12-08-2001,31.19,70.63,99.11,1.48,117,0.01,1
+13-08-2001,31.08,69.38,99.06,1.2,100.2,0.04,1
+14-08-2001,32.02,67.3,99.21,1.98,114.8,0.27,1
+15-08-2001,31.67,69.51,99.25,3.01,108,0.18,1
+16-08-2001,32.15,67.6,98.96,1.8,147.1,0.3,1
+17-08-2001,32.84,64.86,98.73,1.12,233.3,0.72,1
+18-08-2001,30.92,76.47,98.78,0.96,150.7,13.97,1
+19-08-2001,31.45,74.96,98.94,1.01,81.8,8.6,1
+20-08-2001,31.08,76.29,99.15,1.44,90.7,43.75,1
+21-08-2001,30.92,79.27,99.17,1.07,115,75.76,1
+22-08-2001,30.34,82,98.96,0.91,189.5,28.01,1
+23-08-2001,29.61,83.41,98.98,0.93,153.7,2.03,1
+24-08-2001,30.1,78.48,99.07,1.07,230.7,0.63,1
+25-08-2001,29.71,79.29,99.18,0.97,174.4,1.7,1
+26-08-2001,29.85,78.17,98.99,1.67,274.2,0.19,1
+27-08-2001,29.31,78.95,98.88,2.11,272.7,1.89,1
+28-08-2001,28.69,79.65,98.79,1.77,264.7,15.24,1
+29-08-2001,29.21,78.88,98.78,1.54,259.8,5.94,1
+30-08-2001,30.03,75.69,98.87,0.91,238,0.81,1
+31-08-2001,28.79,82.36,99.02,1.85,114.9,3.73,1
+01-09-2001,27.17,85.91,99.16,2.91,62.2,37.81,1
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