Table 1 Observed and estimated human mobility index (HMI) at workplaces in Tokyo
Date | First difference | Original | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Observed | Normal1 | Normal2 | Normal3 | Uniform | cITS | ARIMA | Observed | Normal1 | Normal2 | Normal3 | Uniform | cITS | ARIMA | |
20-Feb | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 |
21-Feb | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 |
22-Feb | -9.57 | -9.57 | -9.57 | -9.57 | -9.57 | -9.57 | -9.57 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 |
23-Feb | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 |
24-Feb | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 |
25-Feb | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -10.57 | -10.57 | -10.57 | -10.57 | -10.57 | -10.57 | -10.57 |
26-Feb | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 | -10.43 |
27-Feb | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | 0.29 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 |
28-Feb | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 | -10.14 |
29-Feb | 8.71 | 8.71 | 8.71 | 8.71 | 8.71 | 8.71 | 8.71 | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 |
01-Mar | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -2.14 | -2.14 | -2.14 | -2.14 | -2.14 | -2.14 | -2.14 |
02-Mar | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 |
03-Mar | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -3.86 | -3.86 | -3.86 | -3.86 | -3.86 | -3.86 | -3.86 |
04-Mar | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -4.86 | -4.86 | -4.86 | -4.86 | -4.86 | -4.86 | -4.86 |
05-Mar | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -5.86 | -5.86 | -5.86 | -5.86 | -5.86 | -5.86 | -5.86 |
06-Mar | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -1.00 | -6.86 | -6.86 | -6.86 | -6.86 | -6.86 | -6.86 | -6.86 |
07-Mar | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 |
08-Mar | -0.57 | -0.57 | -0.57 | -0.57 | -0.57 | -0.57 | -0.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 |
09-Mar | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 |
10-Mar | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 |
11-Mar | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 |
12-Mar | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -0.71 | -8.43 | -8.43 | -8.43 | -8.43 | -8.43 | -8.43 | -8.43 |
13-Mar | 0.71 | 0.71 | 0.71 | 0.71 | 0.71 | 0.71 | 0.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 | -7.71 |
14-Mar | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 | -7.57 |
15-Mar | 0.43 | 0.43 | 0.43 | 0.43 | 0.43 | 0.43 | 0.43 | -7.14 | -7.14 | -7.14 | -7.14 | -7.14 | -7.14 | -7.14 |
16-Mar | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 |
17-Mar | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 | -7.00 |
18-Mar | -8.29 | -8.29 | -8.29 | -8.29 | -8.29 | -8.29 | -8.29 | -15.29 | -15.29 | -15.29 | -15.29 | -15.29 | -15.29 | -15.29 |
19-Mar | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | 0.14 | -15.14 | -15.14 | -15.14 | -15.14 | -15.14 | -15.14 | -15.14 |
20-Mar | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -15.43 | -15.43 | -15.43 | -15.43 | -15.43 | -15.43 | -15.43 |
21-Mar | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -15.57 | -15.57 | -15.57 | -15.57 | -15.57 | -15.57 | -15.57 |
22-Mar | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -15.86 | -15.86 | -15.86 | -15.86 | -15.86 | -15.86 | -15.86 |
23-Mar | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -0.14 | -16.00 | -16.00 | -16.00 | -16.00 | -16.00 | -16.00 | -16.00 |
24-Mar | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -0.29 | -16.29 | -16.29 | -16.29 | -16.29 | -16.29 | -16.29 | -16.29 |
25-Mar | 7.29 | 7.29 | 7.29 | 7.29 | 7.29 | 7.29 | 7.29 | -9.00 | -9.00 | -9.00 | -9.00 | -9.00 | -9.00 | -9.00 |
26-Mar | -1.29 | -1.29 | -1.29 | -1.29 | -1.29 | -1.29 | -1.29 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 | -10.29 |
27-Mar | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 | -3.14 | -13.43 | -13.43 | -13.43 | -13.43 | -13.43 | -13.43 | -13.43 |
28-Mar | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 | -1.43 | -14.86 | -14.86 | -14.86 | -14.86 | -14.86 | -14.86 | -14.86 |
29-Mar | -1.00 | -1.00 | -0.30 | -0.29 | -1.00 | -1.00 | -1.00 | -15.86 | -15.86 | -15.16 | -15.15 | -15.86 | -15.86 | -15.86 |
30-Mar | -1.71 | -1.71 | -0.61 | -0.60 | -1.71 | -1.71 | -1.71 | -17.57 | -17.57 | -15.77 | -15.75 | -17.57 | -17.57 | -17.57 |
31-Mar | -1.57 | -1.57 | -0.82 | -0.81 | -1.57 | -1.57 | -1.57 | -19.14 | -19.14 | -16.59 | -16.56 | -19.14 | -19.14 | -19.14 |
01-Apr | -1.00 | -0.82 | -0.91 | -0.90 | -0.82 | -1.00 | -1.00 | -20.14 | -19.96 | -17.50 | -17.45 | -19.96 | -20.14 | -20.14 |
02-Apr | -0.86 | -0.92 | -0.98 | -0.96 | -0.92 | -0.86 | -0.86 | -21.00 | -20.88 | -18.47 | -18.42 | -20.88 | -21.00 | -21.00 |
03-Apr | 0.00 | -0.75 | -0.82 | -0.81 | -0.75 | 0.00 | 0.00 | -21.00 | -21.63 | -19.30 | -19.23 | -21.64 | -21.00 | -21.00 |
04-Apr | -0.86 | -0.87 | -0.92 | -0.90 | -0.88 | -0.86 | -0.86 | -21.86 | -22.50 | -20.21 | -20.13 | -22.52 | -21.86 | -21.86 |
05-Apr | -1.57 | -0.54 | -0.68 | -0.66 | -0.53 | -1.57 | -1.57 | -23.43 | -23.04 | -20.89 | -20.79 | -23.05 | -23.43 | -23.43 |
06-Apr | -2.14 | -0.86 | -0.97 | -0.96 | -0.86 | -2.14 | -2.14 | -25.57 | -23.89 | -21.86 | -21.75 | -23.90 | -25.57 | -25.57 |
07-Apr | -2.43 | -0.94 | -1.07 | -1.05 | -0.94 | -1.33 | -0.94 | -28.00 | -24.84 | -22.92 | -22.80 | -24.85 | -26.90 | -26.51 |
08-Apr | -2.43 | -1.11 | -1.23 | -1.21 | -1.12 | -1.46 | -1.11 | -30.43 | -25.95 | -24.15 | -24.01 | -25.97 | -28.36 | -27.63 |
09-Apr | -1.71 | -1.05 | -1.19 | -1.18 | -1.05 | -1.40 | -1.05 | -32.14 | -27.00 | -25.34 | -25.19 | -27.02 | -29.76 | -28.68 |
10-Apr | -1.57 | -0.79 | -0.95 | -0.94 | -0.78 | -1.19 | -0.79 | -33.71 | -27.79 | -26.30 | -26.13 | -27.81 | -30.96 | -29.47 |
11-Apr | -3.00 | -0.83 | -0.99 | -0.98 | -0.83 | -1.23 | -0.83 | -36.71 | -28.63 | -27.29 | -27.10 | -28.64 | -32.19 | -30.30 |
12-Apr | -2.43 | -0.99 | -1.20 | -1.19 | -0.99 | -1.16 | -0.99 | -39.14 | -29.62 | -28.49 | -28.29 | -29.62 | -33.35 | -31.30 |
13-Apr | -1.43 | -0.75 | -0.97 | -0.96 | -0.73 | -0.97 | -0.75 | -40.57 | -30.37 | -29.46 | -29.25 | -30.36 | -34.32 | -32.05 |
14-Apr | -1.14 | -0.84 | -1.03 | -1.01 | -0.84 | -1.18 | -0.84 | -41.71 | -31.21 | -30.49 | -30.26 | -31.19 | -35.51 | -32.89 |
15-Apr | -1.00 | -0.95 | -1.11 | -1.09 | -0.95 | -1.35 | -0.95 | -42.71 | -32.16 | -31.60 | -31.35 | -32.14 | -36.86 | -33.84 |
16-Apr | -1.00 | -0.69 | -0.87 | -0.86 | -0.69 | -1.12 | -0.69 | -43.71 | -32.85 | -32.47 | -32.21 | -32.83 | -37.98 | -34.53 |
17-Apr | 0.29 | -0.73 | -0.90 | -0.89 | -0.72 | -1.09 | -0.73 | -43.43 | -33.58 | -33.38 | -33.10 | -33.55 | -39.07 | -35.26 |
18-Apr | -0.43 | -0.54 | -0.70 | -0.68 | -0.53 | -1.07 | -0.54 | -43.86 | -34.12 | -34.07 | -33.78 | -34.08 | -40.15 | -35.79 |
19-Apr | -0.43 | -0.75 | -0.89 | -0.88 | -0.75 | -1.18 | -0.75 | -44.29 | -34.86 | -34.97 | -34.66 | -34.83 | -41.32 | -36.54 |
20-Apr | -0.43 | -0.27 | -0.47 | -0.46 | -0.25 | -0.65 | -0.27 | -44.71 | -35.14 | -35.44 | -35.12 | -35.08 | -41.98 | -36.81 |
21-Apr | -0.29 | -0.71 | -0.86 | -0.84 | -0.71 | -1.05 | -0.71 | -45.00 | -35.84 | -36.30 | -35.97 | -35.79 | -43.03 | -37.52 |
22-Apr | 0.00 | -0.54 | -0.70 | -0.69 | -0.53 | -0.93 | -0.54 | -45.00 | -36.38 | -37.00 | -36.65 | -36.32 | -43.96 | -38.06 |
23-Apr | 0.71 | -0.30 | -0.47 | -0.46 | -0.29 | -0.69 | -0.30 | -44.29 | -36.68 | -37.47 | -37.11 | -36.61 | -44.65 | -38.36 |
24-Apr | -0.43 | -0.19 | -0.35 | -0.34 | -0.18 | -0.63 | -0.19 | -44.71 | -36.88 | -37.82 | -37.45 | -36.79 | -45.28 | -38.55 |
25-Apr | 0.00 | -0.32 | -0.49 | -0.48 | -0.32 | -0.56 | -0.32 | -44.71 | -37.20 | -38.31 | -37.93 | -37.11 | -45.84 | -38.88 |
26-Apr | 0.00 | -0.69 | -0.79 | -0.77 | -0.70 | -1.03 | -0.69 | -44.71 | -37.89 | -39.10 | -38.70 | -37.81 | -46.87 | -39.57 |
27-Apr | -4.29 | -0.12 | -0.27 | -0.26 | -0.10 | -0.45 | -0.12 | -49.00 | -38.01 | -39.37 | -38.97 | -37.91 | -47.31 | -39.68 |
28-Apr | -0.29 | -0.78 | -0.99 | -0.98 | -0.77 | -0.39 | -0.78 | -49.29 | -38.78 | -40.36 | -39.94 | -38.68 | -47.70 | -40.46 |
29-Apr | -0.71 | -0.30 | -0.42 | -0.41 | -0.29 | -0.47 | -0.30 | -50.00 | -39.08 | -40.78 | -40.35 | -38.97 | -48.18 | -40.76 |
30-Apr | -0.29 | -0.50 | -0.60 | -0.58 | -0.51 | -0.64 | -0.50 | -50.29 | -39.58 | -41.37 | -40.94 | -39.48 | -48.82 | -41.26 |
01-May | -0.14 | -0.50 | -0.58 | -0.57 | -0.52 | -0.72 | -0.50 | -50.43 | -40.09 | -41.95 | -41.50 | -40.00 | -49.54 | -41.76 |
02-May | -4.86 | -0.36 | -0.42 | -0.41 | -0.37 | -0.54 | -0.36 | -55.29 | -40.44 | -42.37 | -41.91 | -40.37 | -50.08 | -42.12 |
03-May | -4.86 | -1.01 | -1.12 | -1.11 | -1.03 | -0.47 | -1.01 | -60.14 | -41.46 | -43.49 | -43.03 | -41.40 | -50.56 | -43.14 |
04-May | -0.29 | -0.85 | -0.98 | -0.97 | -0.86 | -0.27 | -0.85 | -60.43 | -42.31 | -44.46 | -43.99 | -42.26 | -50.83 | -43.99 |
05-May | 1.14 | -0.36 | -0.41 | -0.40 | -0.37 | -0.44 | -0.36 | -59.29 | -42.67 | -44.87 | -44.39 | -42.64 | -51.27 | -44.35 |
06-May | 1.14 | 0.36 | 0.26 | 0.27 | 0.37 | 0.10 | 0.36 | -58.14 | -42.32 | -44.61 | -44.13 | -42.27 | -51.17 | -43.99 |
07-May | 1.14 | 0.36 | 0.30 | 0.31 | 0.37 | 0.18 | 0.36 | -57.00 | -41.96 | -44.31 | -43.82 | -41.90 | -50.99 | -43.63 |
08-May | 0.86 | 0.53 | 0.49 | 0.49 | 0.53 | 0.40 | 0.53 | -56.14 | -41.43 | -43.81 | -43.33 | -41.37 | -50.59 | -43.11 |
09-May | 5.71 | 0.49 | 0.48 | 0.48 | 0.49 | 0.45 | 0.49 | -50.43 | -40.94 | -43.34 | -42.85 | -40.88 | -50.14 | -42.62 |
10-May | 5.29 | 0.98 | 1.06 | 1.06 | 0.97 | 0.20 | 0.98 | -45.14 | -39.96 | -42.28 | -41.79 | -39.91 | -49.94 | -41.64 |
11-May | 5.14 | 0.99 | 1.10 | 1.10 | 0.99 | 0.27 | 0.99 | -40.00 | -38.97 | -41.17 | -40.69 | -38.92 | -49.67 | -40.64 |
12-May | -0.29 | 1.19 | 1.30 | 1.29 | 1.19 | 0.53 | 1.19 | -40.29 | -37.78 | -39.88 | -39.40 | -37.73 | -49.15 | -39.45 |
13-May | 0.00 | 0.44 | 0.50 | 0.50 | 0.43 | 0.62 | 0.44 | -40.29 | -37.34 | -39.37 | -38.90 | -37.31 | -48.52 | -39.02 |
14-May | -0.57 | 0.73 | 0.79 | 0.78 | 0.72 | 0.93 | 0.73 | -40.86 | -36.61 | -38.59 | -38.12 | -36.59 | -47.59 | -38.29 |
15-May | 0.43 | 0.66 | 0.74 | 0.73 | 0.66 | 1.01 | 0.66 | -40.43 | -35.95 | -37.85 | -37.39 | -35.93 | -46.59 | -37.63 |
16-May | -0.14 | 1.18 | 1.24 | 1.23 | 1.19 | 1.45 | 1.18 | -40.57 | -34.77 | -36.61 | -36.17 | -34.74 | -45.13 | -36.45 |
17-May | -0.14 | 0.89 | 0.98 | 0.97 | 0.88 | 1.31 | 0.89 | -40.71 | -33.88 | -35.63 | -35.19 | -33.86 | -43.82 | -35.56 |
18-May | 0.14 | 1.17 | 1.23 | 1.22 | 1.17 | 1.60 | 1.17 | -40.57 | -32.71 | -34.40 | -33.97 | -32.69 | -42.22 | -34.39 |
19-May | 0.14 | 1.34 | 1.41 | 1.39 | 1.35 | 1.79 | 1.34 | -40.43 | -31.37 | -32.99 | -32.58 | -31.34 | -40.43 | -33.05 |