From: Methods for quantifying effects of social unrest using credit card transaction data
Distance from event center (km) | Number of customers | Median spending amount | Number of transactions | Total sales amount | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Min of ref. days | Max of ref. days | Decrease on Day 77 | Min of ref. days | Max of ref. days | Decrease on Day 77 | Min of ref. days | Max of ref. days | Decrease on Day 77 | Min of ref. days | Max of ref. days | Decrease on Day 77 | |
0.22 | 9.00 | 16.00 | 11.50 | 14.00 | 30.00 | −63.33 | 9.00 | 17.00 | 12.17 | 260.63 | 714.82 | 266.26 |
0.33 | 8.00 | 16.00 | 11.33 | 15.88 | 57.50 | −34.46 | 8.00 | 22.00 | 13.00 | 332.00 | 1188.90 | 663.03 |
0.36 | 42.00 | 59.00 | 50.33 | 26.50 | 59.97 | 23.04 | 48.00 | 76.00 | 60.67 | 3976.93 | 8816.86 | 6196.56 |
0.44 | 19.00 | 28.00 | 9.00 | 28.92 | 42.38 | −12.26 | 21.00 | 31.00 | 10.17 | 1071.89 | 1351.47 | 428.51 |
0.66 | 49.00 | 83.00 | 61.67 | 39.99 | 59.99 | 32.01 | 51.00 | 89.00 | 66.17 | 3864.26 | 9830.46 | 5578.12 |
1.01 | 103.00 | 123.00 | 77.33 | 49.50 | 79.97 | 12.62 | 121.00 | 151.00 | 91.17 | 14,242.68 | 20,257.10 | 13,401.79 |
1.13 | 45.00 | 100.00 | 69.83 | 30.00 | 44.00 | −6.10 | 59.00 | 123.00 | 82.67 | 4120.60 | 8067.87 | 6212.16 |
1.18 | 14.00 | 23.00 | 7.83 | 17.56 | 37.58 | 0.95 | 14.00 | 23.00 | 9.33 | 664.42 | 2637.18 | 1374.48 |
1.45 | 7.00 | 18.00 | 1.00 | 7.70 | 32.50 | 6.33 | 9.00 | 21.00 | 2.33 | 242.89 | 3805.41 | 673.86 |
1.52 | 48.00 | 74.00 | 49.33 | 30.00 | 50.00 | 17.23 | 51.00 | 79.00 | 53.33 | 3022.43 | 8592.50 | 5918.30 |
1.56 | 7.00 | 20.00 | 7.83 | 29.25 | 141.50 | −9.38 | 8.00 | 22.00 | 8.67 | 777.16 | 1375.35 | 628.29 |
1.64 | 9.00 | 38.00 | 23.17 | 33.69 | 48.50 | −81.01 | 9.00 | 42.00 | 24.17 | 396.83 | 3717.19 | 1607.31 |
1.73 | 81.00 | 120.00 | 32.33 | 28.84 | 37.36 | 0.28 | 91.00 | 142.00 | 39.50 | 3570.15 | 7902.30 | 2611.83 |
1.80 | 19.00 | 31.00 | −4.17 | 22.70 | 33.82 | 1.29 | 19.00 | 34.00 | −3.17 | 627.89 | 1594.24 | −63.66 |
1.88 | 29.00 | 44.00 | 26.83 | 16.47 | 29.50 | 4.38 | 35.00 | 50.00 | 31.50 | 993.79 | 1950.08 | 1310.44 |
1.91 | 104.00 | 154.00 | 61.00 | 39.96 | 57.79 | 3.45 | 123.00 | 180.00 | 70.67 | 10,301.30 | 18,156.04 | 8309.15 |
2.06 | 39.00 | 53.00 | 11.17 | 25.00 | 41.02 | −3.91 | 41.00 | 57.00 | 11.33 | 1820.16 | 3737.76 | 492.95 |
2.07 | 15.00 | 28.00 | 9.83 | 26.35 | 50.12 | 8.60 | 16.00 | 29.00 | 9.67 | 717.11 | 1779.31 | 703.60 |
2.11 | 9.00 | 21.00 | 2.33 | 21.25 | 44.00 | −13.11 | 9.00 | 23.00 | 2.83 | 297.31 | 1988.85 | 80.12 |
2.18 | 13.00 | 26.00 | 0.67 | 11.75 | 20.00 | 0.46 | 15.00 | 29.00 | 0.33 | 306.63 | 658.75 | 53.35 |
2.59 | 260.00 | 359.00 | 157.83 | 48.67 | 69.22 | 7.56 | 361.00 | 486.00 | 227.83 | 37,275.03 | 56,893.04 | 18,664.75 |
2.60 | 32.00 | 45.00 | 5.00 | 22.26 | 30.00 | −3.25 | 35.00 | 50.00 | 4.83 | 1446.06 | 4502.02 | 381.34 |
2.64 | 3.00 | 9.00 | 3.50 | 48.96 | 179.40 | 54.31 | 3.00 | 9.00 | 3.83 | 154.97 | 1589.10 | 601.25 |
2.70 | 7.00 | 15.00 | 7.17 | 22.10 | 37.80 | 7.81 | 7.00 | 15.00 | 7.33 | 324.99 | 3714.85 | 1228.37 |
2.85 | 11.00 | 23.00 | 4.33 | 14.47 | 28.23 | 2.13 | 14.00 | 29.00 | 6.67 | 312.47 | 917.88 | 212.82 |
2.87 | 19.00 | 37.00 | 3.83 | 28.62 | 38.02 | 9.82 | 19.00 | 38.00 | 2.83 | 599.71 | 3470.42 | 616.43 |
2.97 | 53.00 | 74.00 | 13.83 | 30.20 | 49.65 | 12.39 | 58.00 | 78.00 | 17.33 | 3162.86 | 5199.08 | 2357.99 |
3.10 | 30.00 | 55.00 | −2.83 | 20.55 | 27.79 | 6.85 | 32.00 | 59.00 | −4.00 | 1099.56 | 2495.46 | −163.64 |
3.15 | 8.00 | 16.00 | 3.17 | 14.50 | 35.64 | 9.96 | 9.00 | 18.00 | −0.17 | 217.18 | 569.31 | 69.51 |
3.29 | 12.00 | 21.00 | 2.83 | 18.74 | 58.70 | 1.32 | 14.00 | 23.00 | 3.83 | 468.35 | 1209.39 | 125.60 |
3.29 | 27.00 | 36.00 | 3.67 | 24.40 | 40.00 | −6.04 | 27.00 | 41.00 | 5.83 | 1039.82 | 1838.75 | 52.65 |
3.35 | 73.00 | 84.00 | 28.50 | 44.13 | 61.64 | 15.03 | 82.00 | 90.00 | 24.50 | 6587.63 | 7784.76 | 3232.86 |
3.44 | 11.00 | 25.00 | 4.67 | 16.27 | 35.70 | −2.06 | 12.00 | 28.00 | 5.50 | 300.32 | 1219.77 | 316.85 |
3.54 | 13.00 | 18.00 | 1.67 | 27.93 | 64.62 | 0.63 | 14.00 | 19.00 | 1.67 | 1043.04 | 2098.67 | −213.02 |
3.78 | 150.00 | 252.00 | 60.83 | 24.15 | 32.01 | 6.59 | 171.00 | 272.00 | 65.50 | 8108.18 | 17,572.56 | 4656.21 |
3.85 | 24.00 | 34.00 | 3.33 | 24.45 | 32.69 | −2.05 | 25.00 | 37.00 | 2.67 | 983.01 | 2442.08 | 427.52 |
3.87 | 7.00 | 18.00 | 3.67 | 14.75 | 37.00 | −7.73 | 8.00 | 20.00 | 1.67 | 180.77 | 909.34 | 81.45 |
3.92 | 27.00 | 42.00 | 11.50 | 20.78 | 33.72 | 10.75 | 32.00 | 55.00 | 16.17 | 1408.99 | 5795.05 | 1834.46 |
3.97 | 8.00 | 14.00 | −1.00 | 10.75 | 33.10 | −24.68 | 8.00 | 16.00 | −1.50 | 143.59 | 534.13 | −250.21 |
3.99 | 43.00 | 58.00 | 21.83 | 30.98 | 53.84 | 11.60 | 46.00 | 62.00 | 21.83 | 2464.06 | 8247.45 | 1905.82 |