Using rstudio and given dataset peas.csv A researcher believes that there is a correlation between the taste, color and structure of the peas, but isnt really sure. Remember taste and color as a whole aren't directly observed, they are implied from variables. a) Conduct the appropriate correlation tests for all variables. What conclusions can you begin to draw. b) Conduct an analysis that will help assess the correlation between taste and color c) Conduct a separate analysis that exams the taste and structure. d) Interpret your findings and provide all necessary charts. Tenderometer Dry matter Dry matter after freezing SucrosePercent TotalGlucose1 TotalGlucose2 Flavour Sweet Fruity Off-flavour Mealiness Hardness Whiteness Colour1 Colour2 Colour3 Skin 110 15.10000038 19.09000015 5.400000095 3.299999952 3 6.484999657 6.660000801 4.555000305 2.200000286 2.909999847 3.474999905 4.720000267 5.585000515 5.734999657 5.985000134 4.255000114 120 16.79999924 20.52000046 5 4 3.799999952 5.750000477 6.090000153 3.805000305 2.315000057 4.025000095 3.769999981 4.169999599 5.730000019 5.745000362 5.324999809 3.815000057 150 20.10000038 22.77000046 3.900000095 4 3.700000048 3.935000181 4.119999409 2.444999933 3.625 5.769999981 5.394999504 4.765000343 6.664999962 5.105000019 4.595000267 3.495000362 109 17.5 20.79000092 4.900000095 3.5 3.299999952 6.595000267 6.124999523 4.43999958 1.930000067 3.310000181 4.464999676 4.860000134 5.159999847 5.740000248 6.565000057 2.115000248 115 16.89999962 20.87999916 4.5 3.400000095 3.5 5.679999828 5.984999657 3.800000429 2.115000248 3.849999905 4.139999866 5.034999847 5.634999752 5.21999979 5.480000496 2.380000353 150 20.20000076 22.71999931 3.5 4 4.400000095 4.744999409 4.659999847 2.879999638 2.940000057 5.644999981 5.769999981 5.31000042 5.940000057 5.269999504 5.889999866 1.750000238 104 14.69999981 18.86000061 5 2.900000095 3 6.31499958 6.130000114 4.784999371 1.935000062 2.704999924 3.260000229 5.074999809 5.709999084 5.369999886 6.364999294 3.649999619 121 17.39999962 20.59000015 4.599999905 4.900000095 4.599999905 6.204999924 6.015000343 4.650000095 1.780000091 3.124999762 3.739999771 5.250000477 5.654999733 5.474999905 5.960000038 2.50999999 158 21.70000076 24.53000069 2.900000095 6.099999905 6.400000095 3.789999723 3.875 2.305000067 3.524999619 6.240000248 5.730000019 5.394999504 6.300000191 5.134999752 5.230000019 2.005000114 115 17.20000076 19.90999985 5.300000191 3.5 3.700000048 5.684999943 6.335000038 3.75 2.785000086 4.170000076 3.874999523 4.524999619 4.919999599 5.759999752 4.569999695 2.974999905 120 18 20.96999931 5.199999809 3.700000048 4 6.100000381 6.09499979 3.985000134 2.069999933 4.259999752 4.250000477 4.005000114 5.020000458 6.175000191 5.380000114 2.5 196 25 27.86000061 2.400000095 6.699999809 7 3.414999723 3.184999943 1.815000176 4.635000229 6.235000134 7.425000191 4.255000114 4.835000038 5.954999447 4.550000191 1.850000024 137 19.89999962 22.95000076 4.599999905 5.300000191 5 5.885000229 6.090000153 3.990000248 2.294999838 3.900000095 4.590000153 4.525000095 5.889999866 5.630000591 3.815000057 2.204999685 141 20 22.62999916 4.300000191 5.099999905 4.800000191 5.770000458 5.320000648 3.880000353 2.259999752 4.215000153 4.989999771 5.050000191 5.335000038 5.589999676 5.539999962 2.160000324 188 23.89999962 25.43000031 2.799999952 6.400000095 5.5 3.385000229 3.275000095 1.9799999 4.499999523 6.044999599 7.14000082 4.345000267 5.089999676 5.579999924 4.400000095 2.025000095 112 16.70000076 19.31999969 5.5 2.900000095 2.700000048 6.570000648 6.884999752 4.830000401 1.965000391 2.920000076 3.385000229 3.860000134 4.614999294 6.664999962 6.659999847 2.224999905 135 18.60000038 22.23999977 5.199999809 4.599999905 4.400000095 5.855000496 6.175000191 3.944999695 2.195000172 3.804999828 4.905000687 4.350000381 5.179999828 6.255000114 5.760000229 2.265000105 176 22.5 26.04999924 3 5.199999809 4.900000095 3.964999437 4.484999657 2.299999952 3.940000534 6.230000019 6.414999485 4.470000267 5.105000496 5.71999979 4.970000267 2.045000076 92 15.19999981 18.75 4.900000095 2.5 3 6.220000267 6.794999599 4.259999752 2.399999857 2.625 3.154999971 5.679999352 7.010000706 4.859999657 3.254999638 3.0400002 128 20.20000076 22.29999924 3.900000095 4 3.799999952 5.110000134 5.25 3.089999676 3.269999981 5.279999733 5.235000134 5.605000496 6.59499979 5.110000134 3.950000048 2.744999886 166 22.10000038 24.46999931 2.700000048 5.599999905 5 3.770000458 3.96999979 2.174999952 4.369999886 6.465000153 6.550000668 4.954999447 6.054999352 5.31000042 4.394999981 2.214999914 116 16.29999924 19.77000046 5 2.099999905 2.5 7.085000038 6.089999199 5.175000191 1.744999886 2.570000172 3.180000067 5.234999657 5.920000076 5.515000343 4.115000248 2.089999914 136 20.10000038 22.85000038 4.300000191 3.400000095 3.5 5.71999979 5.295000076 3.725000381 2.340000391 3.945000172 4.800000191 3.635000229 3.999999523 6.804999352 6.754999638 1.735000014 196 24.10000038 26.97999954 2.5 5.400000095 6.099999905 3.21999979 3.2099998 1.954999924 4.414999962 6.244999409 7.270001411 4.599999905 6.03000021 5.600000381 4.164999962 1.674999952 110 16.70000076 20.05999947 5.5 3.099999905 2.799999952 6.110000134 6.619999886 4.294999599 2.580000162 3.204999924 2.860000134 3.504999876 4.949999809 6.21999979 5.369999409 2.150000095 121 18.39999962 21.82999992 5.300000191 2.700000048 2.700000048 6.074998856 6.274999619 3.980000019 2.190000057 3.894999743 4.244999886 3.845000029 4.460000038 6.674999237 6.205000401 2.204999924 200 25.5 27.96999931 1.799999952 6.699999809 5.800000191 2.660000086 2.660000086 1.424999952 6.104999542 6.669999599 7.749999046 4.269999504 4.96999979 5.630000114 4.525000095 1.649999976 102 19 21.93000031 4.199999809 4.599999905 4.300000191 5.255000114 5.494999886 3.460000277 3.03000021 4.849999905 4.170000076 5.220000267 5.410000324 5.414999962 6.120000362 3.080000162 146 23.5 25.13999939 2.900000095 6.599999905 5.699999809 3.724999905 4.345000267 2.204999924 4.075000286 6.504998684 6.269999981 4.989999771 5.534999847 5.56000042 5.335000038 1.815000176 153 21.5 24.18000031 4.699999809 3.799999952 4.400000095 5.425000191 5.190000057 3.46999979 2.395000219 4.429999828 5.255000114 4.455000401 4.779999733 5.720000267 5.895000458 1.605000138 104 18.20000076 20.76000023 5.699999809 2.599999905 2.700000048 6.550000668 6.565000057 4.714999199 2.11500001 3.059999943 3.425000429 3.759999752 4.429999828 6.449999809 6.380000114 2.630000114 140 21.39999962 23.14999962 4.400000095 4.199999809 4 5.534999847 5.409999847 3.680000305 2.465000391 4.715000153 5.779999733 3.884999514 4.335000038 6.46999979 6.789999962 1.795000076 162 20.60000038 24.11000061 3.5 4.699999809 4.400000095 4.714999676 4.684999943 2.674999952 3.190000057 5.320000172 5.914999962 4.320000648 4.765000343 6.215000629 4.859999657 2.329999924 95 15.30000019 19.06999969 5.699999809 2.900000095 2.900000095 6.284999847 7.03000021 4.910000801 2.379999876 2.18999958 2.595000029 4.559999943 5.904999733 5.585000038 4.949999809 3.625 116 17.70000076 21.17000008 4.400000095 4.199999809 3.900000095 5.914999962 5.824999809 3.75 2.059999943 3.875 3.865000248 4.534999847 5.190000534 5.825000286 5.630000114 2.445000172 140 19.79999924 22.67000008 4.300000191 3.799999952 4.099999905 6.090000153 5.720000267 3.799999952 1.935000062 4.43999958 4.449999809 3.935000181 4.625000477 6.509999752 7.175000668 2.175000191 100 15.60000038 19.79000092 5.300000191 2.799999952 2.799999952 6.370000362 6.495000362 4.680000305 2.13499999 2.890000105 3.529999971 4.595000267 5.735000134 5.56000042 4.06499958 2.879999876 128 19.5 22.05999947 4.599999905 3.799999952 3.799999952 5.705000877 5.675000191 3.974999905 2.644999981 4.389999866 3.724999666 5.315001011 6.280000687 5.119999886 6.075000286 2.390000105 144 21.60000038 23.62000084 4 5.099999905 4.699999809 4.534999371 5.03000021 2.63499999 3.120000124 5.855000019 4.914999962 5.154999733 6.965000153 5.125 4.275000095 2.130000114 111 18 20.17000008 4.599999905 3.299999952 3.099999905 5.949999809 6.275000095 4.039999962 2.190000057 3.929999828 3.610000134 4.119999886 5.394999981 5.81499958 4.505000114 3.085000277 130 19.39999962 22.59000015 3.799999952 4.400000095 4.400000095 5.514999866 5.409999371 3.724999905 2.784999847 4.755000114 5.265000343 3.875 4.279999733 6.355000496 5.325000286 2.249999762 193 24.29999924 25.79000092 2.200000048 5.5 5.800000191 3.099999905 3.434999943 1.795000076 4.864999771 6.215000153 7.069999695 4.135000229 5.275000095 5.580000401 3.695000172 2.045000076 91 13.80000019 17.90999985 4.900000095 3 2.799999952 6.495000362 6.679999352 4.769999981 2.225000143 2.09499979 2.870000124 5.514999866 6.375 4.84499979 4.784999847 2.705000162 123 19.29999924 22.65999985 3.900000095 4.5 4.699999809 5.460000038 5.410000324 3.269999981 2.96999979 5.154999733 4.984999657 3.605000257 4.304999828 6.599999905 5.434999943 2.369999886 168 22.20000076 23.73999977 3.400000095 5.599999905 5.099999905 3.749999523 4.295000076 2.215000153 4.265000343 6.095000267 6.270000935 4.06000042 5.139999866 5.870000362 4.220000267 2.230000019 121 19.29999924 21.81999969 4.599999905 4 3.599999905 5.855000019 5.265000343 3.730000257 2.495000124 3.855000257 4.300000191 4.150000572 4.494999886 6.230000496 6.140000343 2.109999895 96 15.5 18.85000038 5.900000095 2.599999905 2.700000048 6.159999847 6.974999905 4.804999828 2.499999762 2.865000248 3.169999838 4.274999619 5.315000057 6.089999676 5.255000114 3.349999905 168 22.20000076 23.72999954 3.299999952 4.5 4.400000095 3.869999647 3.875000477 2.225000143 4.059999466 5.994999886 6.31499958 4.445000172 5.529999733 5.784999847 4.980000496 1.924999952 110 16.20000076 19.05999947 4.199999809 3.099999905 3.200000048 6.239999771 5.800000191 4.255000114 2.125 3.240000248 3.4150002 5.124999523 5.940000057 5.464999199 4.775000095 3.105000019 130 18.89999962 21.70000076 3.400000095 4.400000095 4.400000095 5.68500042 4.974999905 3.245000124 2.629999876 4.534999847 5.355000019 4.574999809 4.990000248 5.820000172 5.619999886 2.235000134 200 28.10000038 28.75 1 6.5 6.599999905 2.28000021 2.230000019 1.289999962 6.449999809 6.699999332 7.825000763 5.534999847 7.300000668 4.360000134 3.504999638 1.63499999 88 15.5 18.90999985 6 2.200000048 2.200000048 6.710000038 6.815000057 4.984999657 2.315000057 2.384999752 2.65500021 4.009999752 5.215000153 6.375000477 5.910000801 2.669999599 101 16.70000076 19.96999931 5.699999809 3.099999905 3.200000048 6.080000401 6.59499979 4.11000061 2.470000029 3.110000134 3.369999647 3.934999943 4.740000248 6.515000343 6.335000992 2.514999866 160 22 23.90999985 3.900000095 5.199999809 5.300000191 5.244999409 5.09499979 3.304999828 2.795000076 4.669999599 5.989999294 4.335000515 4.934999943 6.215000153 6.604999542 2.150000095 112 17.39999962 20.23999977 5.300000191 3.700000048 4 6.665000916 6.650000095 5.06499958 1.954999924 2.349999905 2.974999905 4.324999809 5.03000021 6.179999828 6.070000648 2.495000124 146 21.89999962 24.07999992 5.099999905 4.599999905 4.599999905 6.010000229 6.280000687 3.900000095 2.180000067 4.535000801 4.109999657 4.260000706 4.56499958 6.480000496 7.130000114 2.224999905 200 24.10000038 26.29999924 3.200000048 6.400000095 6.400000095 4.144999504 4.910000324 2.49000001 3.495000124 5.370000839 6.580000401 3.894999743 4.449999809 6.569999695 6.964999199 1.710000038 98 16.5 19.82999992 6 3.200000048 3.200000048 6.609999657 6.944999695 5.025000572 2.110000134 2.514999866 2.765000105 4.199999809 4.864999771 6.160000801 6.425000191 2.919999838 133 21 23.26000023 5.300000191 3.700000048 3.5 5.854999542 6.255000114 4.06499958 2.295000315 4.264999866 3.989999771 5.03000021 5.90500021 5.529999733 4.839999676 1.975000143 180 23.79999924 24.75 3.099999905 6.099999905 5.599999905 3.700000048 3.860000134 2.329999924 4.105000496 6.175000191 6.830000401 5.150000572 5.765000343 5.289999962 4.414999962 1.990000129