QUESTION- BY USING BOTH R AND PYTHON.

1). load data with

Races<-read.table("DATASET GIVEN BELOW", header=TRUE)

head(Races,3)

2). provide some summary statistics (whichever you want)

3). create scatter plot matrix for each pair of variables

4). fit the linear model using distance as the explanatory variable for predicting record time

5). display a correlation matrix showing the correlation between each pair of variables in a dataset.

DATASET-

race distance climb timeM timeW AnTeallach 10.6 1.062 74.68 89.72 ArrocharAlps 25.0 2.400 187.32 222.03 BaddinsgillRound 16.4 0.650 87.18 102.48 BeinnLee 10.2 0.260 41.58 52.52 BeinnRatha 12.0 0.240 47.75 58.78 BeinnResipol 12.0 0.845 68.20 81.38 BenGullipen 13.5 0.350 49.97 56.70 BenLedi 10.0 0.750 50.08 63.55 BenLomond 12.0 0.970 62.27 71.95 BenNevis 14.0 1.340 85.57 103.02 Bennachie 12.8 0.550 53.85 61.42 BenRinnes 22.4 1.500 113.78 138.20 BenVenue 12.0 0.860 71.53 86.35 Black 8.2 0.240 29.65 31.93 Cairnsmore 12.5 0.700 63.93 73.77 CairnTable 8.0 0.360 30.68 37.90 Carnethy 5.0 0.350 24.45 29.35 Chachnaben 14.0 0.750 62.72 78.83 CiochMhor 13.0 0.690 65.20 80.62 Cow 3.2 0.275 16.93 21.63 CraigDunain 9.0 0.270 39.23 45.76 CreagBeag 5.0 0.250 25.90 31.68 CreagDhubh 7.0 0.370 26.82 32.35 Criffel 11.0 0.550 47.57 56.78 CulterFell 17.5 1.490 103.17 119.27 Deuchary 18.0 0.800 73.73 96.03 DevilsBurdens 34.0 1.250 150.68 165.65 Dollar 15.0 0.960 71.88 84.02 DonardCommedagh 11.0 1.000 62.32 72.85 Durisdeer 16.0 1.200 81.88 94.72 EildonTwo 5.8 0.460 25.80 30.47 FeelTheBurns 21.4 0.800 87.87 103.50 FiveHillsOfFife 26.0 1.120 126.77 176.73 Fyrish 13.0 0.540 61.77 73.37 GlenClova 24.0 1.680 154.03 177.73 GlenRosa 20.0 1.670 138.33 162.28 Goatfell 13.0 0.880 72.18 86.35 GreatWilderness 38.0 0.920 163.65 193.35 Greenmantle 3.2 0.200 15.10 18.75 HalfNevis 10.0 0.670 47.65 61.85 HighlandFling 85.0 1.200 439.15 490.05 IsleOfJura 28.0 2.370 185.23 218.72 IsleOfMull 12.8 1.520 106.03 123.95 KnockCrieff 8.0 0.210 28.52 35.27 Knockfarrel 8.0 0.360 37.40 43.33 LairigGhru 43.0 0.640 178.17 212.63 LargoLaw 11.0 0.300 43.62 50.62 LochLochyMunros 21.0 1.325 126.48 166.27 LomondsofFife 16.0 0.750 82.17 107.92 MaddyMoss 10.0 0.760 47.65 53.17 ManorWater 16.0 0.700 67.58 73.80 MeallABhuachaille 13.0 0.720 60.00 74.20 Merrick 13.6 1.000 66.33 78.77 NorthBerwickLaw 4.5 0.185 17.88 20.40 Ochil 32.7 1.650 159.28 171.55 PentlandSkyline 26.0 1.890 135.87 162.48 RhenigidaleRace 12.0 0.840 67.37 86.58 RunOfTheMill 14.7 0.910 66.97 78.68 Scolty 7.2 0.400 31.50 37.63 SevensHillsEdinburgh 22.4 0.670 92.67 108.25 SliochHorseshoe 20.0 1.000 114.28 148.18 Snowdon 16.0 0.990 62.48 72.80 StucAChroin 22.0 1.500 126.33 160.72 TraprainLaw 9.7 0.190 37.43 41.22 TrotternishRidge 28.0 2.000 157.65 191.35 TwoBreweries 29.0 1.500 153.95 173.93 TwoInns 24.0 1.770 156.12 169.47 Yetholm 12.8 0.760 60.32 71.55