traffic_sheet: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. The data is in the "traffic_data" sheet

Part 1 - 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

Part 2 - Add explanatory variable

Add 1 explanatory variable from the internet that you think could explain the change in traffic to the data set. Create descriptive statistics this variable and of the relation of that variable, the dates variables, and the traffic variable. Example of variable:

- Weather variables

- The daily number of patients of Covid

- Government restrictions

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