Since13.01.2020 Apple is publishing data on traffic rates around the world, collected from its map and navigation services. The complete database, which is updated every few days, can be found at the following link: https://covid19.apple.com/mobility Your task in this assignment is to do an analysis of traffic data in a vehicle in Israel, explain what your findings are, and give a forecast for the two weeks after Jan 25th, 2022. PFA the sheet attached, refer to traffic_sheet

Descriptive statistics

Descriptive statistics are the first step in understanding our data. Performing qualitative descriptive statistics will help you understand how to build your model, and how to improve its performance. Create descriptive statistics for the attached traffic data (Graphs and tables) and interpret the results you received in relation to the containment policy of COVID-19.

Examples:

- Change in traffic over time

- Traffic in working days vs weekends

- Traffic in the summer vs the winter

date	driving_in_Israel
1/13/20	100
1/14/20	102.65
1/15/20	102.91
1/16/20	112.6
1/17/20	85.85
1/18/20	90.93
1/19/20	96.24
1/20/20	95.49
1/21/20	100.28
1/22/20	99.96
1/23/20	106.01
1/24/20	80.56
1/25/20	91.75
1/26/20	100.63
1/27/20	98.91
1/28/20	99.18
1/29/20	99.96
1/30/20	106.8
1/31/20	82.63
2/1/20	91.83
2/2/20	105.09
2/3/20	99.37
2/4/20	99
2/5/20	98.11
2/6/20	109.61
2/7/20	81.78
2/8/20	87.9
2/9/20	98.26
2/10/20	103.06
2/11/20	103.71
2/12/20	110.16
2/13/20	124.07
2/14/20	102.57
2/15/20	112.53
2/16/20	111.74
2/17/20	112.46
2/18/20	113.76
2/19/20	106.5
2/20/20	125.17
2/21/20	103.55
2/22/20	100.16
2/23/20	112.64
2/24/20	110.16
2/25/20	113.75
2/26/20	110.88
2/27/20	124.42
2/28/20	100.19
2/29/20	96.91
3/1/20	113.45
3/2/20	119.92
3/3/20	104.73
3/4/20	105.8
3/5/20	110.9
3/6/20	83.08
3/7/20	91.15
3/8/20	102.68
3/9/20	104.92
3/10/20	99.57
3/11/20	91.09
3/12/20	73.96
3/13/20	49.51
3/14/20	53.12
3/15/20	62.36
3/16/20	62.01
3/17/20	43.3
3/18/20	38.28
3/19/20	36.98
3/20/20	25.79
3/21/20	29.13
3/22/20	40.04
3/23/20	39.23
3/24/20	41.29
3/25/20	41.27
3/26/20	35.53
3/27/20	26.03
3/28/20	26.94
3/29/20	36.18
3/30/20	34.92
3/31/20	33.99
4/1/20	34.55
4/2/20	36.53
4/3/20	26.88
4/4/20	27.74
4/5/20	42.06
4/6/20	45.65
4/7/20	43.95
4/8/20	20.78
4/9/20	22.25
4/10/20	25.6
4/11/20	29.77
4/12/20	43.85
4/13/20	42.17
4/14/20	28.91
4/15/20	27.46
4/16/20	44.25
4/17/20	35.64
4/18/20	39.44
4/19/20	52.23
4/20/20	49.3
4/21/20	52.6
4/22/20	55.38
4/23/20	57.09
4/24/20	36.2
4/25/20	42.11
4/26/20	60.76
4/27/20	53.28
4/28/20	41.87
4/29/20	36.26
4/30/20	61.72
5/1/20	47.36
5/2/20	52.59
5/3/20	69.01
5/4/20	67.59
5/5/20	62.61
5/6/20	73.41
5/7/20	76.95
5/8/20	58.16
5/9/20	63.4
5/10/20	77.41
5/11/20
5/12/20
5/13/20	82.82
5/14/20	90.21
5/15/20	68.6
5/16/20	73.33
5/17/20	83.92
5/18/20	81.9
5/19/20	84.26
5/20/20	87.23
5/21/20	100.75
5/22/20	82.21
5/23/20	84.82
5/24/20	90.31
5/25/20	104.5
5/26/20	107.74
5/27/20	107.52
5/28/20	84.48
5/29/20	81.23
5/30/20	95.54
5/31/20	99.22
6/1/20	99.92
6/2/20	98.46
6/3/20	99.59
6/4/20	115.31
6/5/20	95.04
6/6/20	98.58
6/7/20	102.6
6/8/20	102.12
6/9/20	104.55
6/10/20	109.13
6/11/20	125.8
6/12/20	97.42
6/13/20	100.29
6/14/20	106.42
6/15/20	108.76
6/16/20	105.81
6/17/20	103.49
6/18/20	121.6
6/19/20	95.59
6/20/20	98.8
6/21/20	112.16
6/22/20	108.08
6/23/20	111.5
6/24/20	108.19
6/25/20	120.83
6/26/20	96.44
6/27/20	98.54
6/28/20	111.69
6/29/20	105.05
6/30/20	110.5
7/1/20	112.38
7/2/20	121.07
7/3/20	95.42
7/4/20	97.25
7/5/20	109.91
7/6/20	104.3
7/7/20	105.54
7/8/20	103.46
7/9/20	108.92
7/10/20	166.21
7/11/20	97.34
7/12/20	109.36
7/13/20	106.72
7/14/20	107.71
7/15/20	109.1
7/16/20	120.89
7/17/20	89.04
7/18/20	93.46
7/19/20	108.48
7/20/20	108.08
7/21/20	111.66
7/22/20	105.07
7/23/20	113.69
7/24/20	88.34
7/25/20	93.63
7/26/20	109.27
7/27/20	110.83
7/28/20	113.52
7/29/20	104.72
7/30/20	113.13
7/31/20	98.16
8/1/20	116.65
8/2/20	136.33
8/3/20	132.27
8/4/20	128.05
8/5/20	124
8/6/20	137.27
8/7/20	105.32
8/8/20	113.45
8/9/20	147.84
8/10/20	132.39
8/11/20	135.25
8/12/20	139.67
8/13/20	149.66
8/14/20	109.57
8/15/20	116.3
8/16/20	134.39
8/17/20	132.61
8/18/20	132.54
8/19/20	137.89
8/20/20	145.9
8/21/20	107.84
8/22/20	117.7
8/23/20	135.38
8/24/20	134.42
8/25/20	136.53
8/26/20	137.84
8/27/20	149.4
8/28/20	108.82
8/29/20	113.51
8/30/20	130.04
8/31/20	124.69
9/1/20	119.65
9/2/20	119.62
9/3/20	130.07
9/4/20	101.07
9/5/20	104.15
9/6/20	118.82
9/7/20	114.36
9/8/20	113.86
9/9/20	114.27
9/10/20	132.72
9/11/20	98.94
9/12/20	105.38
9/13/20	119.85
9/14/20	122.27
9/15/20	124.29
9/16/20	132.31
9/17/20	160.37
9/18/20	77.96
9/19/20	65.52
9/20/20	77.37
9/21/20	82.94
9/22/20	81.63
9/23/20	80.11
9/24/20	91.53
9/25/20	56.72
9/26/20	58.79
9/27/20	55.53
9/28/20	55.22
9/29/20	76.15
9/30/20	77.8
10/1/20	76.23
10/2/20	51.53
10/3/20	57.96
10/4/20	72.59
10/5/20	75.81
10/6/20	75.89
10/7/20	73.56
10/8/20	74.72
10/9/20	55.99
10/10/20	60.41
10/11/20	78.05
10/12/20	76.37
10/13/20	78.69
10/14/20	81.83
10/15/20	84.71
10/16/20	61.54
10/17/20	71.97
10/18/20	90.15
10/19/20	90.93
10/20/20	93.33
10/21/20	93.44
10/22/20	104.33
10/23/20	80.11
10/24/20	83.61
10/25/20	96.03
10/26/20	94.98
10/27/20	96.06
10/28/20	96.12
10/29/20	105.16
10/30/20	85.57
10/31/20	90.22
11/1/20	92.7
11/2/20	92.87
11/3/20	85.78
11/4/20	76.27
11/5/20	89.1
11/6/20	67.78
11/7/20	84.1
11/8/20	91.47
11/9/20	87.59
11/10/20	89.1
11/11/20	90.78
11/12/20	106.64
11/13/20	82.54
11/14/20	92.23
11/15/20	83.8
11/16/20	89.79
11/17/20	92.02
11/18/20	92.16
11/19/20	106.01
11/20/20	66.59
11/21/20	72.3
11/22/20	90.98
11/23/20	91.38
11/24/20	93.25
11/25/20	80.83
11/26/20	85.2
11/27/20	72.85
11/28/20	79.81
11/29/20	89.58
11/30/20	87.76
12/1/20	89.53
12/2/20	87.5
12/3/20	105.85
12/4/20	78.73
12/5/20	80.46
12/6/20	90.32
12/7/20	86.52
12/8/20	88.42
12/9/20	89.81
12/10/20	100.09
12/11/20	79.26
12/12/20	89.89
12/13/20	106.55
12/14/20	103.42
12/15/20	87.73
12/16/20	78.74
12/17/20	117.06
12/18/20	85.26
12/19/20	88.96
12/20/20	91.2
12/21/20	90.37
12/22/20	90.15
12/23/20	87.01
12/24/20	104.14
12/25/20	84.98
12/26/20	96.01
12/27/20	88.77
12/28/20	67.17
12/29/20	69.63
12/30/20	71.08
12/31/20	79.87
1/1/21	53.58
1/2/21	64.14
1/3/21	73.69
1/4/21	74.26
1/5/21	73.41
1/6/21	76.45
1/7/21	84.96
1/8/21	48.56
1/9/21	58.33
1/10/21	66.79
1/11/21	66.31
1/12/21	68
1/13/21	65.55
1/14/21	62.35
1/15/21	46.81
1/16/21	55.82
1/17/21	61.99
1/18/21	59.91
1/19/21	56.54
1/20/21	58.22
1/21/21	70.82
1/22/21	52.61
1/23/21	58.76
1/24/21	67.71
1/25/21	64.8
1/26/21	66.17
1/27/21	67.24
1/28/21	66.04
1/29/21	45.23
1/30/21	52.98
1/31/21	68.56
2/1/21	68.94
2/2/21	70.29
2/3/21	69.87
2/4/21	68.46
2/5/21	55.15
2/6/21	62.32
2/7/21	80.83
2/8/21	83.08
2/9/21	86.77
2/10/21	89
2/11/21	101.87
2/12/21	83.87
2/13/21	97.05
2/14/21	95.83
2/15/21	88.86
2/16/21	77.54
2/17/21	65.9
2/18/21	81.64
2/19/21	61.36
2/20/21	90.97
2/21/21	94.41
2/22/21	89.73
2/23/21	92.31
2/24/21	102.51
2/25/21	102.55
2/26/21	85.85
2/27/21	97.9
2/28/21	104.43
3/1/21	86.98
3/2/21	88.71
3/3/21	85.79
3/4/21	96.6
3/5/21	85.59
3/6/21	99.41
3/7/21	94.53
3/8/21	93.97
3/9/21	95.36
3/10/21	103.04
3/11/21	113.33
3/12/21
3/13/21	102.27
3/14/21	102.89
3/15/21	101.28
3/16/21	101.78
3/17/21	102.74
3/18/21	123.85
3/19/21	99.59
3/20/21	108.83
3/21/21	116.66
3/22/21	118.63
3/23/21	119.57
3/24/21	104.09
3/25/21	118.9
3/26/21	78.77
3/27/21	65.73
3/28/21	101.17
3/29/21	139.76
3/30/21	139.83
3/31/21	133.88
4/1/21	134.83
4/2/21	81.17
4/3/21	100.87
4/4/21	112.11
4/5/21	109.51
4/6/21	109.88
4/7/21	98.62
4/8/21	119.91
4/9/21	100.33
4/10/21	95.16
4/11/21	107.72
4/12/21	109.63
4/13/21	100.8
4/14/21	159.1
4/15/21	124.28
4/16/21	102.28
4/17/21	106.94
4/18/21	111
4/19/21	103.61
4/20/21	107.94
4/21/21	112.05
4/22/21	126.34
4/23/21	103.92
4/24/21	106.35
4/25/21	109.79
4/26/21	108.33
4/27/21	108.17
4/28/21	111.8
4/29/21	155.67
4/30/21	104.91
5/1/21	110.08
5/2/21	109.53
5/3/21	110.4
5/4/21	111.45
5/5/21	112.72
5/6/21	131.71
5/7/21	105.61
5/8/21	110.49
5/9/21	112.77
5/10/21	123.47
5/11/21	110.76
5/12/21	97.52
5/13/21	96.92
5/14/21	72.59
5/15/21	76.93
5/16/21	70.48
5/17/21	79.16
5/18/21	89.55
5/19/21	92.09
5/20/21	100.75
5/21/21	87.37
5/22/21	96.13
5/23/21	106.19
5/24/21	106.67
5/25/21	111.34
5/26/21	113.36
5/27/21	130.9
5/28/21	103.57
5/29/21	108.97
5/30/21	118.34
5/31/21	113.11
6/1/21	118.01
6/2/21	120.06
6/3/21	141.15
6/4/21	109.7
6/5/21	114.73
6/6/21	123.24
6/7/21	123.01
6/8/21	128.19
6/9/21	131.32
6/10/21	151.18
6/11/21	117.38
6/12/21	127.04
6/13/21	137.19
6/14/21	136.38
6/15/21	135.88
6/16/21	138.05
6/17/21	156.06
6/18/21	121.69
6/19/21	123.32
6/20/21	144.39
6/21/21	137.47
6/22/21	137.83
6/23/21	139.75
6/24/21	156.75
6/25/21	138.85
6/26/21	125.63
6/27/21	133.38
6/28/21	137.31
6/29/21	135.51
6/30/21	140.19
7/1/21	162.65
7/2/21	117.88
7/3/21	127.15
7/4/21	142.9
7/5/21	143.35
7/6/21	147.41
7/7/21	149.18
7/8/21	161.29
7/9/21	123.48
7/10/21	127.66
7/11/21	144.69
7/12/21	142.27
7/13/21	142.94
7/14/21	144.88
7/15/21	157.81
7/16/21	116.02
7/17/21	111.17
7/18/21	132.77
7/19/21	143.36
7/20/21	148.31
7/21/21	167.19
7/22/21	185.08
7/23/21	130.32
7/24/21	131.06
7/25/21	150.83
7/26/21	146.49
7/27/21	148.14
7/28/21	150.19
7/29/21	163.95
7/30/21	116.54
7/31/21	126.5
8/1/21	152.14
8/2/21	141.62
8/3/21	146.99
8/4/21	142.72
8/5/21	158.78
8/6/21	112.61
8/7/21	118.78
8/8/21	142.01
8/9/21	141.77
8/10/21	141.53
8/11/21	144.03
8/12/21	157.75
8/13/21	112.77
8/14/21	119.3
8/15/21	139.11
8/16/21	138.91
8/17/21	138.99
8/18/21	134.74
8/19/21	150.09
8/20/21	110.02
8/21/21	117.84
8/22/21	140.26
8/23/21	137.35
8/24/21	137.27
8/25/21	136.12
8/26/21	149.78
8/27/21	103.96
8/28/21	113.7
8/29/21	133.02
8/30/21	134.62
8/31/21	128.32
9/1/21	122.12
9/2/21	144.34
9/3/21	103.11
9/4/21	112.13
9/5/21	131.03
9/6/21	89.06
9/7/21	90.37
9/8/21	115.43
9/9/21	135.21
9/10/21	105.73
9/11/21	114.04
9/12/21	123.55
9/13/21	124.85
9/14/21	126
9/15/21	68.2
9/16/21	76.12
9/17/21	111.34
9/18/21	119.99
9/19/21	137.82
9/20/21	106.47
9/21/21	130.15
9/22/21	159.66
9/23/21	166.86
9/24/21	120.29
9/25/21	130.52
9/26/21	157.13
9/27/21	108.37
9/28/21	119.8
9/29/21	138.42
9/30/21	145.79
10/1/21	113.68
10/2/21	123.09
10/3/21	134.01
10/4/21	126.37
10/5/21	132.09
10/6/21	134.81
10/7/21	152.58
10/8/21	119.67
10/9/21	130.83
10/10/21	137.17
10/11/21	135.42
10/12/21	132.76
10/13/21	136.16
10/14/21	154.35
10/15/21	122.31
10/16/21	135.72
10/17/21	132.67
10/18/21	135.54
10/19/21	134.53
10/20/21	135.04
10/21/21	153.5
10/22/21	119
10/23/21	131.79
10/24/21	132.8
10/25/21	133.36
10/26/21	134.31
10/27/21	133.84
10/28/21	161.77
10/29/21	121.82
10/30/21	124.78
10/31/21	135.67
11/1/21	130.07
11/2/21	135.92
11/3/21	135.88
11/4/21	155.9
11/5/21	121.33
11/6/21	128.07
11/7/21	136.82
11/8/21	135.37
11/9/21	138.77
11/10/21	143.59
11/11/21	159.89
11/12/21	126.03
11/13/21	132.89
11/14/21	137.08
11/15/21	134.98
11/16/21	133.35
11/17/21	139.48
11/18/21	151.57
11/19/21	108.7
11/20/21	105.12
11/21/21	128.37
11/22/21	129.55
11/23/21	135.76
11/24/21	133.33
11/25/21	156.05
11/26/21	118.17
11/27/21	124.32
11/28/21	134.71
11/29/21	142.68
11/30/21	147.4
12/1/21	142.41
12/2/21	158.9
12/3/21	120.52
12/4/21	127.46
12/5/21	149.42
12/6/21	134.22
12/7/21	121.66
12/8/21	111.58
12/9/21	135.66
12/10/21	113.16
12/11/21	126.41
12/12/21	126.97
12/13/21	127.52
12/14/21	121.73
12/15/21	122.76
12/16/21	134.81
12/17/21	93.59
12/18/21	110.86
12/19/21	118.92
12/20/21	91.96
12/21/21	106.99
12/22/21	111.21
12/23/21	137.5
12/24/21	108.77
12/25/21	127.02
12/26/21	129.07
12/27/21	129
12/28/21	125.79
12/29/21	122.35
12/30/21	144.56
12/31/21	132.54
1/1/22	102.4
1/2/22	117.84
1/3/22	114.11
1/4/22	115.06
1/5/22	114.39
1/6/22	130.96
1/7/22	104.68
1/8/22	117.88
1/9/22	113.53
1/10/22	108.07