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Year Months Carrier Name Total Operations Air Carrier Delay Weather Delay National Aviation System Delay Security Delay Aircraft Arriving Late Cancelled Diverted Total Operations Delay
Year Months Carrier Name Total Operations Air Carrier Delay Weather Delay National Aviation System Delay Security Delay Aircraft Arriving Late Cancelled Diverted Total Operations Delay Minutes 2022 6 American Airlines Inc. 502 57.86 7.98 32.65 1.53 46.97 35 2 9630 2022 5 American Airlines Inc. 440 31.35 5.51 31.88 0.08 24.18 4 5 5739 2022 4 American Airlines Inc. 466 38.56 2.29 44.88 0 33.27 12 1 7734 2022 3 American Airlines Inc. 638 35.25 1.94 65.46 1.01 39.34 10 0 10009 2022 2 American Airlines Inc. 592 27.96 5.26 35.71 0.86 24.21 37 1 5335 2022 1 American Airlines Inc. 617 29.69 2.04 26.88 0.3 23.08 27 1 5410 2021 12 American Airlines Inc. 608 45.88 0 16.73 0 22.38 9 2 4366 2021 11 American Airlines Inc. 581 35.39 0.75 11.17 0 25.7 7 1 4267 2021 10 American Airlines Inc. 573 43.6 0.25 18.3 0.71 36.13 16 0 6912 2021 9 American Airlines Inc. 554 37.35 0.95 33.71 0.58 24.41 3 2 5784 2021 8 American Airlines Inc. 666 71.55 7.69 52.89 0.17 33.7 28 0 10679 2021 7 American Airlines Inc. 721 71.82 9.54 44.42 0.97 37.25 10 10 10833 2021 6 American Airlines Inc. 711 67.29 5.86 41.53 0.84 54.49 21 6 10167 2021 5 American Airlines Inc. 765 35.21 2.02 20.96 1.3 22.51 4 2 4681 2021 4 American Airlines Inc. 699 25.02 1.65 29.3 0.86 15.16 17 0 3171 2021 3 American Airlines Inc. 551 32.82 0.5 21.78 1.58 14.33 2 0 3548 2021 2 American Airlines Inc. 416 29.96 8.28 30.96 0.23 10.57 11 0 5072 2021 1 American Airlines Inc. 470 17.33 2.21 25.97 0.56 10.94 1 0 2677 Year Months Carrier Name Total Operations Air Carrier Delay Weather Delay National Aviation System Delay Security Delay Aircraft Arriving Late Cancelled Diverted Total Operations Delay Minutes 2022 6 JetBlue Airways 1384 181.14 10.63 108.48 2.63 151.11 57 13 38167 2022 5 JetBlue Airways 1684 178.2 7.71 72.79 3.06 120.25 49 23 29494 2022 4 JetBlue Airways 1920 302.41 8.55 149.75 4.09 212.21 166 8 59980 2022 3 JetBlue Airways 1767 220.94 8.67 142.62 0 137.78 53 7 42902 2022 2 JetBlue Airways 1630 237.79 8.17 116.18 2.39 168.46 49 9 45221 2022 1 JetBlue Airways 1646 212.61 15.93 132.1 2.23 123.13 137 6 40509 2021 12 JetBlue Airways 1746 257.2 1.24 90.78 6.01 133.76 83 7 31942 2021 11 JetBlue Airways 1545 225.75 3.29 119.41 1.28 83.28 2 10 24761 2021 10 JetBlue Airways 1559 178.17 5.25 86.07 1.59 77.92 5 4 23253 2021 9 JetBlue Airways 1387 142.39 4.61 78.3 0.48 75.22 41 4 24645 2021 8 JetBlue Airways 1555 232.98 6.03 110.32 1.92 130.75 30 5 39513 2021 7 JetBlue Airways 1547 301.23 10.55 134.29 4.44 192.5 34 12 57131 2021 6 JetBlue Airways 1538 206.77 7.29 116.63 1 158.31 6 15 36299 2021 5 JetBlue Airways 1671 139.73 1.76 100.93 0.05 74.53 5 8 17553 2021 4 JetBlue Airways 1507 92.53 4.15 50.3 17.51 68.51 17 4 22280 2021 3 JetBlue Airways 1478 78.56 0.21 47.29 0 36.94 3 0 8718 2021 2 JetBlue Airways 1117 118.84 8.62 197.84 0.53 47.17 33 2 22164 2021 1 JetBlue Airways 996 72.49 1 117.17 1.21 35.13 2 1 10658
Year | Months | Carrier Name | Total Operations | Air Carrier Delay | Weather Delay | National Aviation System Delay | Security Delay | Aircraft Arriving Late | Cancelled | Diverted | Total Operations Delay Minutes |
2022 | 6 | American Airlines Inc. | 502 | 57.86 | 7.98 | 32.65 | 1.53 | 46.97 | 35 | 2 | 9630 |
2022 | 5 | American Airlines Inc. | 440 | 31.35 | 5.51 | 31.88 | 0.08 | 24.18 | 4 | 5 | 5739 |
2022 | 4 | American Airlines Inc. | 466 | 38.56 | 2.29 | 44.88 | 0 | 33.27 | 12 | 1 | 7734 |
2022 | 3 | American Airlines Inc. | 638 | 35.25 | 1.94 | 65.46 | 1.01 | 39.34 | 10 | 0 | 10009 |
2022 | 2 | American Airlines Inc. | 592 | 27.96 | 5.26 | 35.71 | 0.86 | 24.21 | 37 | 1 | 5335 |
2022 | 1 | American Airlines Inc. | 617 | 29.69 | 2.04 | 26.88 | 0.3 | 23.08 | 27 | 1 | 5410 |
2021 | 12 | American Airlines Inc. | 608 | 45.88 | 0 | 16.73 | 0 | 22.38 | 9 | 2 | 4366 |
2021 | 11 | American Airlines Inc. | 581 | 35.39 | 0.75 | 11.17 | 0 | 25.7 | 7 | 1 | 4267 |
2021 | 10 | American Airlines Inc. | 573 | 43.6 | 0.25 | 18.3 | 0.71 | 36.13 | 16 | 0 | 6912 |
2021 | 9 | American Airlines Inc. | 554 | 37.35 | 0.95 | 33.71 | 0.58 | 24.41 | 3 | 2 | 5784 |
2021 | 8 | American Airlines Inc. | 666 | 71.55 | 7.69 | 52.89 | 0.17 | 33.7 | 28 | 0 | 10679 |
2021 | 7 | American Airlines Inc. | 721 | 71.82 | 9.54 | 44.42 | 0.97 | 37.25 | 10 | 10 | 10833 |
2021 | 6 | American Airlines Inc. | 711 | 67.29 | 5.86 | 41.53 | 0.84 | 54.49 | 21 | 6 | 10167 |
2021 | 5 | American Airlines Inc. | 765 | 35.21 | 2.02 | 20.96 | 1.3 | 22.51 | 4 | 2 | 4681 |
2021 | 4 | American Airlines Inc. | 699 | 25.02 | 1.65 | 29.3 | 0.86 | 15.16 | 17 | 0 | 3171 |
2021 | 3 | American Airlines Inc. | 551 | 32.82 | 0.5 | 21.78 | 1.58 | 14.33 | 2 | 0 | 3548 |
2021 | 2 | American Airlines Inc. | 416 | 29.96 | 8.28 | 30.96 | 0.23 | 10.57 | 11 | 0 | 5072 |
2021 | 1 | American Airlines Inc. | 470 | 17.33 | 2.21 | 25.97 | 0.56 | 10.94 | 1 | 0 | 2677 |
Year | Months | Carrier Name | Total Operations | Air Carrier Delay | Weather Delay | National Aviation System Delay | Security Delay | Aircraft Arriving Late | Cancelled | Diverted | Total Operations Delay Minutes |
2022 | 6 | JetBlue Airways | 1384 | 181.14 | 10.63 | 108.48 | 2.63 | 151.11 | 57 | 13 | 38167 |
2022 | 5 | JetBlue Airways | 1684 | 178.2 | 7.71 | 72.79 | 3.06 | 120.25 | 49 | 23 | 29494 |
2022 | 4 | JetBlue Airways | 1920 | 302.41 | 8.55 | 149.75 | 4.09 | 212.21 | 166 | 8 | 59980 |
2022 | 3 | JetBlue Airways | 1767 | 220.94 | 8.67 | 142.62 | 0 | 137.78 | 53 | 7 | 42902 |
2022 | 2 | JetBlue Airways | 1630 | 237.79 | 8.17 | 116.18 | 2.39 | 168.46 | 49 | 9 | 45221 |
2022 | 1 | JetBlue Airways | 1646 | 212.61 | 15.93 | 132.1 | 2.23 | 123.13 | 137 | 6 | 40509 |
2021 | 12 | JetBlue Airways | 1746 | 257.2 | 1.24 | 90.78 | 6.01 | 133.76 | 83 | 7 | 31942 |
2021 | 11 | JetBlue Airways | 1545 | 225.75 | 3.29 | 119.41 | 1.28 | 83.28 | 2 | 10 | 24761 |
2021 | 10 | JetBlue Airways | 1559 | 178.17 | 5.25 | 86.07 | 1.59 | 77.92 | 5 | 4 | 23253 |
2021 | 9 | JetBlue Airways | 1387 | 142.39 | 4.61 | 78.3 | 0.48 | 75.22 | 41 | 4 | 24645 |
2021 | 8 | JetBlue Airways | 1555 | 232.98 | 6.03 | 110.32 | 1.92 | 130.75 | 30 | 5 | 39513 |
2021 | 7 | JetBlue Airways | 1547 | 301.23 | 10.55 | 134.29 | 4.44 | 192.5 | 34 | 12 | 57131 |
2021 | 6 | JetBlue Airways | 1538 | 206.77 | 7.29 | 116.63 | 1 | 158.31 | 6 | 15 | 36299 |
2021 | 5 | JetBlue Airways | 1671 | 139.73 | 1.76 | 100.93 | 0.05 | 74.53 | 5 | 8 | 17553 |
2021 | 4 | JetBlue Airways | 1507 | 92.53 | 4.15 | 50.3 | 17.51 | 68.51 | 17 | 4 | 22280 |
2021 | 3 | JetBlue Airways | 1478 | 78.56 | 0.21 | 47.29 | 0 | 36.94 | 3 | 0 | 8718 |
2021 | 2 | JetBlue Airways | 1117 | 118.84 | 8.62 | 197.84 | 0.53 | 47.17 | 33 | 2 | 22164 |
2021 | 1 | JetBlue Airways | 996 | 72.49 | 1 | 117.17 | 1.21 | 35.13 | 2 | 1 | 10658 |
Is there an association between nature of flight delays and seasons (weather delays)?
Can you define the categories for the two categorical variables for the application of chi-square test of independence? Can you list the assumptions of the test? Thanks
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