Date
stringlengths
10
10
Copper price
float64
0.64
4.69
Cash Costs
float64
0.08
1.9
Transport
float64
905
2.13k
Stock
int64
588k
21.2M
Oil Price
float64
18.4
133
M_GDP
float64
435
9.35k
2016-09-01
2.144667
1.18
1,631
7,676,875
46.567727
2,611.97
2016-10-01
2.146381
1.13
1,549
7,296,900
49.522381
3,262.1
2016-11-01
2.469176
1.13
1,549
5,874,250
44.734091
3,262.1
2016-12-01
2.567862
1.13
1,549
5,004,375
53.3085
3,262.1
2017-01-01
2.627
1.27
1,424
5,914,500
54.576667
2,701.93
2017-02-01
2.699358
1.27
1,424
4,731,600
54.8695
2,701.93
2017-03-01
2.650261
1.27
1,424
6,846,125
51.58913
2,701.93
2017-04-01
2.588784
1.2
1,546
4,784,300
52.307895
3,360.45
2017-05-01
2.555864
1.2
1,546
6,829,450
50.326522
3,360.45
2017-06-01
2.604645
1.2
1,546
5,987,050
46.368182
3,360.45
2017-07-01
2.736
1.18
1,657
6,443,425
48.478571
3,966.94
2017-08-01
2.9602
1.18
1,657
5,973,350
51.704348
3,966.94
2017-09-01
3.004025
1.18
1,657
5,600,425
56.152857
3,966.94
2017-10-01
3.109205
1.36
1,640
6,311,400
57.507727
4,400.9
2017-11-01
3.099619
1.36
1,640
5,324,950
62.714091
4,400.9
2017-12-01
3.10624
1.36
1,640
3,717,250
64.373684
4,400.9
2018-01-01
3.213429
1.54
1,474
5,177,650
69.077273
3,646.27
2018-02-01
3.177042
1.54
1,474
6,498,150
65.3175
3,646.27
2018-03-01
3.082405
1.54
1,474
6,949,175
66.016667
3,646.27
2018-04-01
3.093714
1.5
1,561
7,172,125
72.106
3,485.82
2018-05-01
3.078727
1.5
1,561
6,297,450
76.975238
3,485.82
2018-06-01
3.121081
1.5
1,561
6,355,175
74.404762
3,485.82
2018-07-01
2.801786
1.27
1,458
5,805,000
74.254091
3,655.91
2018-08-01
2.701952
1.27
1,458
5,675,200
72.528261
3,655.91
2018-09-01
2.711026
1.27
1,458
4,580,850
78.891
3,655.91
2018-10-01
2.767674
0.99
1,571
3,808,175
81.032174
4,183.53
2018-11-01
2.750743
0.99
1,571
3,427,900
64.748182
4,183.53
2018-12-01
2.723375
0.99
1,571
2,399,225
57.362353
4,183.53
2019-01-01
2.670214
1.24
1,453
3,054,000
59.409545
3,329.43
2019-02-01
2.853316
1.24
1,453
2,846,725
63.9605
3,329.43
2019-03-01
2.902048
1.24
1,453
3,142,225
66.138571
3,329.43
2019-04-01
2.915114
1.14
1,697
3,869,375
71.233333
3,260.72
2019-05-01
2.734636
1.14
1,697
4,284,800
71.317727
3,260.72
2019-06-01
2.676075
1.14
1,697
4,648,750
64.2205
3,260.72
2019-07-01
2.69225
1.12
1,776
6,616,350
63.91913
3,687.73
2019-08-01
2.578359
1.12
1,776
6,401,675
59.041818
3,687.73
2019-09-01
2.6144
1.12
1,776
6,261,850
62.826667
3,687.73
2019-10-01
2.620261
1.37
1,607
6,257,400
59.713043
4,064.59
2019-11-01
2.658175
1.37
1,607
4,770,600
63.211905
4,064.59
2019-12-01
2.766838
1.37
1,607
3,458,125
67.217143
4,064.59
2020-01-01
2.7455
1.1
1,626
3,400,725
63.645455
3,794.35
2020-02-01
2.576995
1.1
1,626
3,520,650
55.657
3,794.35
2020-03-01
2.354091
1.1
1,626
4,647,750
32.011364
3,794.35
2020-04-01
2.288552
1.13
1,592
5,004,450
18.3785
4,748.76
2020-05-01
2.3796
1.13
1,592
4,927,325
29.378947
4,748.76
2020-06-01
2.596764
1.13
1,592
5,219,950
40.266818
4,748.76
2020-07-01
2.878977
1.19
1,581
3,808,325
43.242174
5,622.92
2020-08-01
2.922943
1.19
1,581
2,181,050
44.736
5,622.92
2020-09-01
3.029381
1.19
1,581
2,001,475
40.909545
5,622.92
2020-10-01
3.059318
1.14
1,645
3,720,275
40.189545
6,967.95
2020-11-01
3.20607
1.14
1,645
3,420,500
42.692381
6,967.95
2020-12-01
3.535173
1.14
1,645
2,823,850
49.993636
6,967.95
2021-01-01
3.618763
1.16
1,525
1,892,075
54.774
6,866.25
2021-02-01
3.849447
1.16
1,525
1,506,775
62.2765
6,866.25
2021-03-01
4.079717
1.16
1,525
2,360,500
65.41
6,866.25
2021-04-01
4.22491
1.13
1,666
3,146,000
64.8065
7,235.65
2021-05-01
4.622425
1.13
1,666
2,341,650
68.534211
7,235.65
2021-06-01
4.392636
1.13
1,666
3,392,500
73.164091
7,235.65
2021-07-01
4.348738
1.16
1,751
4,883,875
75.165909
7,964.29
2021-08-01
4.296318
1.16
1,751
5,102,400
70.747143
7,964.29
2021-09-01
4.270773
1.16
1,751
5,181,200
74.488636
7,964.29
2021-10-01
4.442119
1.35
1,760
3,812,850
83.538095
9,347.6
2021-11-01
4.361905
1.35
1,760
2,213,200
81.05
9,347.6
2021-12-01
4.338938
1.35
1,760
1,775,425
74.170476
9,347.6
2022-01-01
4.43965
1.75
1,720
1,809,550
86.505238
6,964.11
2022-02-01
4.50516
1.75
1,720
1,535,500
97.129
6,964.11
2022-03-01
4.692891
1.75
1,720
1,776,950
117.245217
6,964.11
2022-04-01
4.646538
1.9
1,849
2,256,075
104.575263
6,250.3
2022-05-01
4.248262
1.9
1,849
3,535,800
113.337619
6,250.3
2022-06-01
4.11575
1.9
1,849
2,429,350
122.710952
6,250.3
2022-07-01
3.418362
1.66
1,728
2,789,375
111.925714
6,954.67
2022-08-01
3.605426
1.66
1,728
2,785,025
100.446364
6,954.67
2022-09-01
3.4528
1.66
1,728
2,509,400
89.764762
6,954.67
2022-10-01
3.424152
1.27
1,811
2,879,250
93.331905
8,414.73
2022-11-01
3.656582
1.27
1,811
1,971,200
91.415455
8,414.73
2022-12-01
3.817891
1.27
1,811
1,696,075
80.924
8,414.73
2023-01-01
4.118691
1.54
1,751
1,719,650
82.501429
6,543.48
2023-02-01
4.0824
1.54
1,751
1,318,875
82.585
6,543.48
2023-03-01
4.030748
1.54
1,751
1,642,150
78.434348
6,543.48