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perform the visualization exercise below. show only the Top 10 State . a- 1 scatterplot, 1 bubble chart and 1 density plot chart using Python
perform the visualization exercise below. show only the Top 10 State.
a- 1 scatterplot, 1 bubble chart and 1 density plot chart using Python
b- 1 scatterplot, 1 bubble chart and 1 density plot chart using R
Thank you
The dataset below show the crime rates by states 2005:
state | murder | forcible_rape | robbery | aggravated_assault | burglary | larceny_theft | motor_vehicle_theft | population |
United States | 5.6 | 31.7 | 140.7 | 291.1 | 726.7 | 2286.3 | 416.7 | 295753151 |
Alabama | 8.2 | 34.3 | 141.4 | 247.8 | 953.8 | 2650 | 288.3 | 4545049 |
Alaska | 4.8 | 81.1 | 80.9 | 465.1 | 622.5 | 2599.1 | 391 | 669488 |
Arizona | 7.5 | 33.8 | 144.4 | 327.4 | 948.4 | 2965.2 | 924.4 | 5974834 |
Arkansas | 6.7 | 42.9 | 91.1 | 386.8 | 1084.6 | 2711.2 | 262.1 | 2776221 |
California | 6.9 | 26 | 176.1 | 317.3 | 693.3 | 1916.5 | 712.8 | 35795255 |
Colorado | 3.7 | 43.4 | 84.6 | 264.7 | 744.8 | 2735.2 | 559.5 | 4660780 |
Connecticut | 2.9 | 20 | 113 | 138.6 | 437.1 | 1824.1 | 296.8 | 3477416 |
Delaware | 4.4 | 44.7 | 154.8 | 428.2 | 688.9 | 2144 | 278.5 | 839906 |
District of Columbia | 35.4 | 30.2 | 672.1 | 721.3 | 649.7 | 2694.9 | 1402.3 | 582049 |
Florida | 5 | 37.1 | 169.4 | 496.6 | 926.3 | 2658.3 | 423.3 | 17783868 |
Georgia | 6.2 | 23.6 | 154.8 | 264.3 | 931 | 2751.1 | 490.2 | 9097428 |
Hawaii | 1.9 | 26.9 | 78.5 | 147.8 | 767.9 | 3308.4 | 716.4 | 1266117 |
Idaho | 2.4 | 40.4 | 18.6 | 195.4 | 564.4 | 1931.7 | 201.8 | 1425862 |
Illinois | 6 | 33.7 | 181.7 | 330.2 | 606.9 | 2164.8 | 308.6 | 12674452 |
Indiana | 5.7 | 29.6 | 108.6 | 179.9 | 697.6 | 2412 | 346.7 | 6253120 |
Iowa | 1.3 | 27.9 | 38.9 | 223.3 | 606.4 | 2042.7 | 184.6 | 2949450 |
Kansas | 3.7 | 38.4 | 65.3 | 280 | 689.2 | 2758.1 | 339.6 | 2741771 |
Kentucky | 4.6 | 34 | 88.4 | 139.8 | 634 | 1685.8 | 210.8 | 4182293 |
Louisiana | 9.9 | 31.4 | 118 | 435.1 | 870.6 | 2494.5 | 318.1 | 4497691 |
Maine | 1.4 | 24.7 | 24.4 | 61.7 | 478.5 | 1832.6 | 102 | 1311631 |
Maryland | 9.9 | 22.6 | 256.7 | 413.8 | 641.4 | 2294.3 | 608.4 | 5582520 |
Massachusetts | 2.7 | 27.1 | 119 | 308.1 | 541.1 | 1527.4 | 295.1 | 6453031 |
Michigan | 6.1 | 51.3 | 131.8 | 362.9 | 696.8 | 1917.8 | 476.5 | 10090554 |
Minnesota | 2.2 | 44 | 92 | 158.7 | 578.9 | 2226.9 | 278.2 | 5106560 |
Mississippi | 7.3 | 39.3 | 82.3 | 149.4 | 919.7 | 2083.9 | 256.5 | 2900116 |
Missouri | 6.9 | 28 | 124.1 | 366.4 | 738.3 | 2746.2 | 443.1 | 5806639 |
Montana | 1.9 | 32.2 | 18.9 | 228.5 | 389.2 | 2543 | 210.7 | 934801 |
Nebraska | 2.5 | 32.9 | 59.1 | 192.5 | 532.4 | 2574.3 | 316.5 | 1751721 |
Nevada | 8.5 | 42.1 | 194.7 | 361.5 | 972.4 | 2153.9 | 1115.2 | 2408804 |
New Hampshire | 1.4 | 30.9 | 27.4 | 72.3 | 317 | 1377.3 | 102.1 | 1301415 |
New Jersey | 4.8 | 13.9 | 151.6 | 184.4 | 447.1 | 1568.4 | 317.5 | 8621837 |
New Mexico | 7.4 | 54.1 | 98.7 | 541.9 | 1093.9 | 2639.9 | 414.5 | 1916538 |
New York | 4.5 | 18.9 | 182.7 | 239.7 | 353.3 | 1569.6 | 185.6 | 19330891 |
North Carolina | 6.7 | 26.5 | 145.5 | 289.4 | 1201.1 | 2546.2 | 327.8 | 8669452 |
North Dakota | 1.1 | 24.2 | 7.4 | 65.5 | 311.9 | 1500.3 | 166 | 635365 |
Ohio | 5.1 | 39.8 | 163.1 | 143.4 | 872.8 | 2429 | 360.9 | 11475262 |
Oklahoma | 5.3 | 41.7 | 91 | 370.5 | 1006 | 2644.2 | 391.8 | 3532769 |
Oregon | 2.2 | 34.8 | 68.1 | 181.8 | 758.6 | 3112.2 | 529 | 3617869 |
Pennsylvania | 6.1 | 28.9 | 154.6 | 235 | 451.6 | 1729.1 | 236.5 | 12418161 |
Rhode Island | 3.2 | 29.8 | 72.1 | 146.1 | 494.2 | 1816 | 408.7 | 1064989 |
South Carolina | 7.4 | 42.5 | 132.1 | 579 | 1000.9 | 2954.1 | 384.4 | 4256199 |
South Dakota | 2.3 | 46.7 | 18.6 | 108.1 | 324.4 | 1343.7 | 108.4 | 780084 |
Tennessee | 7.2 | 36.4 | 167.3 | 541.9 | 1026.9 | 2828.1 | 420.6 | 5995748 |
Texas | 6.2 | 37.2 | 156.6 | 329.8 | 961.6 | 2961.7 | 408.7 | 22801920 |
Utah | 2.3 | 37.3 | 44.3 | 143.4 | 606.2 | 2918.8 | 343.9 | 2499637 |
Vermont | 1.3 | 23.3 | 11.7 | 83.5 | 491.8 | 1686.1 | 102.9 | 618814 |
Virginia | 6.1 | 22.7 | 99.2 | 154.8 | 392.1 | 2035 | 211.1 | 7563887 |
Washington | 3.3 | 44.7 | 92.1 | 205.8 | 959.7 | 3149.5 | 783.9 | 6261282 |
West Virginia | 4.4 | 17.7 | 44.6 | 206.1 | 621.2 | 1794 | 210 | 1803920 |
Wisconsin | 3.5 | 20.6 | 82.2 | 135.2 | 440.8 | 1992.8 | 226.6 | 5541443 |
Wyoming | 2.7 | 24 | 15.3 | 188.1 | 476.3 | 2533.9 | 145.1 | 506242 |
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