date
timestamp[s]date
2008-01-02 00:00:00
2026-02-13 00:00:00
open
float64
8.71
510
high
float64
9.05
510
low
float64
8.45
481
close
float64
8.85
496
adjusted_close
float64
5.37
496
volume
int64
0
511M
ticker
large_stringclasses
14 values
2022-07-25T00:00:00
94.610001
95.209999
94.190002
94.669998
81.857681
3,252,800
VNQ
2022-07-26T00:00:00
94.660004
95.279999
94.419998
94.769997
81.944145
3,337,300
VNQ
2022-07-27T00:00:00
95
95.57
94.190002
95.339996
82.437012
4,160,900
VNQ
2022-07-28T00:00:00
95.970001
98.519997
95.959999
98.43
85.108803
4,100,300
VNQ
2022-07-29T00:00:00
98.43
99.32
98.029999
98.959999
85.567085
3,301,300
VNQ
2022-08-01T00:00:00
98.449997
98.699997
97.690002
98.160004
84.875366
3,572,700
VNQ
2022-08-02T00:00:00
98.129997
98.410004
96.839996
96.900002
83.785873
4,731,300
VNQ
2022-08-03T00:00:00
97.5
98.220001
97.160004
97.209999
84.053925
3,107,000
VNQ
2022-08-04T00:00:00
97.339996
97.489998
96.470001
97.059998
83.924225
2,884,200
VNQ
2022-08-05T00:00:00
96.349998
97.379997
96.010002
97.330002
84.157692
2,719,300
VNQ
2022-08-08T00:00:00
98
98.900002
97.629997
98.199997
84.909943
4,694,200
VNQ
2022-08-09T00:00:00
98.330002
98.75
97.900002
98.739998
85.376854
3,403,700
VNQ
2022-08-10T00:00:00
99.860001
100.389999
99.470001
100.239998
86.673851
3,165,200
VNQ
2022-08-11T00:00:00
100.68
101.120003
99.720001
100
86.466347
2,151,600
VNQ
2022-08-12T00:00:00
100.599998
101.790001
100.57
101.720001
87.953568
3,423,700
VNQ
2022-08-15T00:00:00
101.510002
102.279999
101.330002
102.129997
88.308067
2,135,300
VNQ
2022-08-16T00:00:00
101.68
102.370003
101.489998
101.860001
88.0746
3,680,800
VNQ
2022-08-17T00:00:00
100.940002
101.849998
100.639999
101.25
87.547173
3,683,400
VNQ
2022-08-18T00:00:00
101.260002
101.510002
100.110001
100.580002
86.96785
2,263,400
VNQ
2022-08-19T00:00:00
99.980003
100.379997
99.169998
99.519997
86.051308
2,788,800
VNQ
2022-08-22T00:00:00
98.739998
98.82
97.25
97.349998
84.17498
3,517,500
VNQ
2022-08-23T00:00:00
97.25
97.300003
95.730003
96.099998
83.094147
5,605,300
VNQ
2022-08-24T00:00:00
96.190002
97.239998
96.110001
96.650002
83.56971
2,292,200
VNQ
2022-08-25T00:00:00
96.949997
98.120003
96.75
98.089996
84.814827
2,129,200
VNQ
2022-08-26T00:00:00
98.190002
98.190002
95.580002
95.620003
82.679115
3,187,200
VNQ
2022-08-29T00:00:00
95.050003
95.739998
94.580002
94.760002
81.935509
2,833,800
VNQ
2022-08-30T00:00:00
95.120003
95.120003
93.18
93.449997
80.802788
3,643,600
VNQ
2022-08-31T00:00:00
93.980003
94.400002
92.800003
93.010002
80.42234
4,100,800
VNQ
2022-09-01T00:00:00
92.449997
93.199997
91.510002
93.18
80.569328
4,746,100
VNQ
2022-09-02T00:00:00
93.989998
94.169998
91.660004
91.879997
79.445267
3,561,800
VNQ
2022-09-06T00:00:00
92.269997
93.099998
91.760002
92.709999
80.162941
4,591,800
VNQ
2022-09-07T00:00:00
92.709999
94.709999
92.669998
94.519997
81.727982
3,681,100
VNQ
2022-09-08T00:00:00
94.029999
95.110001
93.75
94.779999
81.952805
3,408,300
VNQ
2022-09-09T00:00:00
95.080002
96.139999
94.68
95.809998
82.843391
4,129,900
VNQ
2022-09-12T00:00:00
96.190002
96.919998
96.07
96.739998
83.647537
2,737,500
VNQ
2022-09-13T00:00:00
94.849998
95.110001
92.739998
93.040001
80.44828
4,824,900
VNQ
2022-09-14T00:00:00
92.650002
92.93
91.330002
91.980003
79.531746
5,301,500
VNQ
2022-09-15T00:00:00
92.010002
92.279999
90.18
90.279999
78.061806
6,727,800
VNQ
2022-09-16T00:00:00
89.809998
90.389999
89.099998
90.290001
78.070457
6,807,800
VNQ
2022-09-19T00:00:00
89.480003
90.199997
88.879997
90.160004
77.958061
4,467,100
VNQ
2022-09-20T00:00:00
89.32
89.400002
87.519997
87.970001
76.064445
5,850,800
VNQ
2022-09-21T00:00:00
88.580002
89.099998
86.550003
86.580002
74.862556
7,128,900
VNQ
2022-09-22T00:00:00
86.32
86.360001
85.18
85.480003
73.91143
6,743,600
VNQ
2022-09-23T00:00:00
83.699997
84.129997
82.519997
83.440002
72.929008
8,982,100
VNQ
2022-09-26T00:00:00
82.989998
83.050003
80.25
81.099998
70.883781
8,119,600
VNQ
2022-09-27T00:00:00
81.800003
82.349998
79.82
80.019997
69.939827
10,015,000
VNQ
2022-09-28T00:00:00
80.75
82.010002
79.93
81.68
71.390724
9,000,200
VNQ
2022-09-29T00:00:00
80.860001
80.860001
78.730003
79.279999
69.29306
8,576,300
VNQ
2022-09-30T00:00:00
79.699997
80.739998
79.5
80.169998
70.070938
9,023,600
VNQ
2022-10-03T00:00:00
81.400002
82.110001
80.040001
81.599998
71.320793
8,718,400
VNQ
2022-10-04T00:00:00
82.550003
83.870003
82.43
83.25
72.762939
6,439,300
VNQ
2022-10-05T00:00:00
82.120003
82.25
80.269997
81.620003
71.33828
6,518,400
VNQ
2022-10-06T00:00:00
81.389999
81.720001
79.18
79.349998
69.35424
7,820,800
VNQ
2022-10-07T00:00:00
78.599998
79.040001
76.919998
77.440002
67.684845
6,913,700
VNQ
2022-10-10T00:00:00
77.550003
78.209999
76.589996
76.709999
67.046799
6,549,500
VNQ
2022-10-11T00:00:00
76.660004
78.019997
75.760002
77.489998
67.728539
7,189,700
VNQ
2022-10-12T00:00:00
77.5
77.5
76.199997
76.68
67.020576
6,634,400
VNQ
2022-10-13T00:00:00
75.150002
78.459999
74.660004
78.080002
68.244217
8,561,200
VNQ
2022-10-14T00:00:00
78.68
79.279999
76.029999
76.139999
66.548599
7,320,700
VNQ
2022-10-17T00:00:00
77.550003
79.309998
77.489998
79.010002
69.057068
5,823,800
VNQ
2022-10-18T00:00:00
80.309998
80.989998
79.129997
79.870003
69.808723
5,609,200
VNQ
2022-10-19T00:00:00
79.089996
79.349998
77.400002
77.879997
68.069397
6,452,100
VNQ
2022-10-20T00:00:00
77.919998
78.790001
77.32
77.540001
67.772247
4,959,700
VNQ
2022-10-21T00:00:00
77.809998
78.190002
76.540001
78.150002
68.305405
6,060,100
VNQ
2022-10-24T00:00:00
78.790001
79.110001
77.57
78.139999
68.296661
4,918,000
VNQ
2022-10-25T00:00:00
78.410004
81.360001
78.410004
81.209999
70.979927
5,815,800
VNQ
2022-10-26T00:00:00
81.129997
81.910004
80.610001
81.160004
70.936226
5,746,800
VNQ
2022-10-27T00:00:00
81.610001
82.220001
81.019997
81.279999
71.041115
5,239,600
VNQ
2022-10-28T00:00:00
80.949997
83.279999
80.720001
83.07
72.605614
4,651,400
VNQ
2022-10-31T00:00:00
82.300003
83.43
82.080002
82.980003
72.526962
5,112,200
VNQ
2022-11-01T00:00:00
83.879997
84.129997
82.760002
82.949997
72.50074
4,751,100
VNQ
2022-11-02T00:00:00
82.43
83.419998
80.510002
80.669998
70.507942
7,240,200
VNQ
2022-11-03T00:00:00
79.93
81.169998
79.029999
80.559998
70.411804
5,231,600
VNQ
2022-11-04T00:00:00
81.199997
82.209999
80.099998
81.660004
71.373253
5,664,800
VNQ
2022-11-07T00:00:00
82.089996
82.550003
81.110001
81.660004
71.373253
5,545,800
VNQ
2022-11-08T00:00:00
81.879997
82.779999
81.389999
81.910004
71.591751
5,578,400
VNQ
2022-11-09T00:00:00
81.709999
82.620003
80.860001
81.07
70.857559
5,510,300
VNQ
2022-11-10T00:00:00
84
87.169998
83.949997
87
76.04055
8,312,600
VNQ
2022-11-11T00:00:00
87.029999
87.889999
86.660004
86.989998
76.031822
5,928,000
VNQ
2022-11-14T00:00:00
86.510002
86.620003
84.809998
84.870003
74.178879
6,181,900
VNQ
2022-11-15T00:00:00
86
86.389999
84.879997
85.790001
74.982986
5,283,900
VNQ
2022-11-16T00:00:00
85.57
85.900002
84.809998
85.010002
74.301254
4,258,200
VNQ
2022-11-17T00:00:00
83.959999
84.610001
83.599998
84.43
73.794312
4,463,400
VNQ
2022-11-18T00:00:00
85.440002
85.839996
84.639999
85.5
74.729515
3,854,100
VNQ
2022-11-21T00:00:00
85.199997
86.029999
84.940002
85.949997
75.122826
3,505,900
VNQ
2022-11-22T00:00:00
86.32
86.529999
85.760002
86.419998
75.533623
3,514,700
VNQ
2022-11-23T00:00:00
86.309998
86.910004
85.790001
86.489998
75.594788
4,423,800
VNQ
2022-11-25T00:00:00
86.57
87.059998
86.57
87.040001
76.075523
1,524,100
VNQ
2022-11-28T00:00:00
86.550003
86.959999
84.510002
84.709999
74.039032
4,032,700
VNQ
2022-11-29T00:00:00
84.779999
86.220001
84.510002
86.110001
75.26268
6,035,700
VNQ
2022-11-30T00:00:00
85.910004
88.139999
85.269997
88.080002
76.984505
7,077,800
VNQ
2022-12-01T00:00:00
88.720001
89.379997
87.169998
87.889999
76.818443
5,038,900
VNQ
2022-12-02T00:00:00
86.849998
88.07
86.489998
87.629997
76.591202
3,953,700
VNQ
2022-12-05T00:00:00
87.370003
87.370003
85.839996
86.029999
75.192749
5,983,200
VNQ
2022-12-06T00:00:00
86.209999
86.25
84.849998
85.220001
74.484787
5,276,900
VNQ
2022-12-07T00:00:00
85.050003
86.290001
84.879997
85.389999
74.633377
6,206,700
VNQ
2022-12-08T00:00:00
85.660004
86.769997
85.5
85.989998
75.157799
3,994,400
VNQ
2022-12-09T00:00:00
85.709999
86.660004
85.5
85.830002
75.01796
4,572,500
VNQ
2022-12-12T00:00:00
86.029999
86.5
85.059998
86.489998
75.594788
5,115,900
VNQ
2022-12-13T00:00:00
88.879997
89.470001
87.080002
88.089996
76.993256
6,864,400
VNQ