symbol
string
datetime
string
over_shorted
float64
over_shorted_chg
float64
short_interest
float64
number_of_shares
float64
short_percentage
float64
short_prediction
float64
days_to_cover
float64
market_cap
float64
total_revenue
float64
volume
float64
ZIONP
2015-03-13
0.038
-0.002
10,869
0
0.984
0.946
1.469
0
0
3,620
ZIONP
2015-03-20
0.048
0.01
8,439
0
0.984
0.936
1.506
0
0
3,460
ZIONP
2015-03-27
0.043
-0.005
8,439
0
0.984
0.941
11.734
0
0
1,992
ZIONP
2015-04-03
0.046
0.003
4,720
0
0.983
0.938
3.212
0
0
1,087.5
ZIONP
2015-04-10
0.047
0.001
4,720
0
0.984
0.937
3.17
0
0
2,360
ZIONP
2015-04-17
0.056
0.009
8,253
0
0.984
0.928
1.746
0
0
2,300
ZIONP
2015-04-24
0.053
-0.003
8,253
0
0.984
0.931
0.207
0
0
1,710
ZIONP
2015-05-01
0.051
-0.002
6,888
0
0.985
0.934
2.507
0
0
2,740
ZIONP
2015-05-08
0.057
0.006
6,888
0
0.984
0.927
2.952
0
0
4,820
ZIONP
2015-05-15
0.056
-0.001
6,759
0
0.984
0.928
2.23
0
0
8,780
ZIONP
2015-05-22
0.05
-0.006
6,759
0
0.984
0.934
2.485
0
0
2,170
ZIONP
2015-05-29
0.04
-0.01
6,759
0
0.984
0.944
1.855
0
0
2,775
ZIONP
2015-06-05
0.046
0.006
13,584
0
0.983
0.937
1.715
0
0
1,210
ZIONP
2015-06-12
0.055
0.009
13,584
0
0.983
0.928
1.203
0
0
4,660
ZIONP
2015-06-19
0.057
0.002
6,418
0
0.983
0.926
3.231
0
0
6,300
ZIONP
2015-06-26
0.047
-0.01
6,418
0
0.983
0.936
2.024
0
0
710
ZIONP
2015-07-03
0.048
0.001
4,820
0
0.983
0.935
3.588
0
0
4,175
ZIONP
2015-07-10
0.04
-0.009
4,820
0
0.983
0.943
3.602
0
0
2,440
ZIONP
2015-07-17
0.052
0.012
1,331
0
0.983
0.931
18.386
0
0
4,240
ZIONP
2015-07-24
0.051
-0.001
1,331
0
0.983
0.932
10.26
0
0
3,840
ZIONP
2015-07-31
0.046
-0.005
2,799
0
0.983
0.937
10.539
0
0
2,620
ZIONP
2015-08-07
0.047
0
2,799
0
0.983
0.936
5.142
0
0
870
ZIONP
2015-08-14
0.052
0.005
2,799
0
0.983
0.932
5.297
0
0
1,930
ZIONP
2015-08-21
0.053
0.002
3,289
0
0.983
0.93
4.414
0
0
2,960
ZIONP
2015-08-28
0.048
-0.005
3,289
0
0.983
0.935
4.777
0
0
970
ZIONP
2015-09-04
0.049
0
4,708
0
0.983
0.935
3.832
0
0
1,640
ZIONP
2015-09-11
0.055
0.007
4,708
0
0.983
0.928
3.152
0
0
3,300
ZIONP
2015-09-18
0.036
-0.02
2,500
0
0.983
0.947
6.42
0
0
2,510
ZIONP
2015-09-25
0.034
-0.002
2,500
0
0.983
0.949
5.554
0
0
2,010
ZIONP
2015-10-02
-0.005
-0.039
2,753
0
0.983
0.988
4.521
0
0
1,660
ZIONP
2015-10-09
-0.005
0
2,753
0
0.983
0.988
6.65
0
0
1,690
ZIONP
2015-10-16
-0.002
0.003
6,162
0
0.983
0.985
5.063
0
0
1,030
ZIONP
2015-10-23
-0.004
-0.002
6,162
0
0.983
0.987
2.934
0
0
2,130
ZIONP
2015-10-30
-0.009
-0.004
6,923
0
0.983
0.992
2.633
0
0
1,566
ZIONP
2015-11-06
0.005
0.014
6,923
0
0.983
0.978
2.574
0
0
3,820
ZIONP
2015-11-13
-0.004
-0.01
6,923
0
0.983
0.987
2.609
0
0
866
ZIONP
2015-11-20
-0.008
-0.004
6,886
0
0.983
0.991
1.996
0
0
2,214
ZIONP
2015-11-27
-0.006
0.002
6,886
0
0.983
0.989
2.559
0
0
2,925
ZIONP
2015-12-04
-0.007
-0.001
5,030
0
0.983
0.99
4.922
0
0
2,700
ZIONP
2015-12-11
-0.003
0.005
5,030
0
0.983
0.986
2.877
0
0
4,000
ZIONP
2015-12-18
0.003
0.006
7,219
0
0.983
0.98
2.297
0
0
3,778
ZIONP
2015-12-25
-0.008
-0.012
7,219
0
0.983
0.991
2.432
0
0
2,750
ZIONP
2016-01-01
0.014
0.023
5,089
0
0.983
0.969
3.149
0
0
3,000
ZIONP
2016-01-08
-0.007
-0.022
5,089
0
0.983
0.99
3.088
0
0
2,900
ZIONP
2016-01-15
-0.003
0.004
3,228
0
0.984
0.987
5.517
0
0
1,460
ZIONP
2016-01-22
-0.009
-0.006
3,228
0
0.984
0.992
6.746
0
0
3,240
ZIONP
2016-01-29
0.006
0.015
3,228
0
0.984
0.978
5.739
0
0
2,810
ZIONP
2016-02-05
-0.003
-0.009
2,130
0
0.983
0.986
6.93
0
0
4,966
ZIONP
2016-02-12
-0.009
-0.006
2,130
0
0.983
0.993
7.17
0
0
2,240
ZIONP
2016-02-19
-0.005
0.004
3,396
0
0.984
0.989
4.37
0
0
1,800
ZIONP
2016-02-26
-0.002
0.003
3,396
0
0.984
0.986
4.602
0
0
5,820
ZIONP
2016-03-04
-0.012
-0.01
4,385
0
0.984
0.995
3.466
0
0
3,630
ZIONP
2016-03-11
-0.005
0.007
4,385
0
0.984
0.989
4.733
0
0
1,890
ZIONP
2016-03-18
-0.009
-0.004
1,669
0
0.984
0.993
8.086
0
0
2,660
ZIONP
2016-03-25
-0.003
0.006
1,669
0
0.984
0.987
10.32
0
0
587.5
ZIONP
2016-04-01
-0.003
0
8,717
0
0.984
0.986
2.017
0
0
3,960
ZIONP
2016-04-08
-0.005
-0.002
8,717
0
0.984
0.989
2.17
0
0
1,370
ZIONP
2016-04-15
0.02
0.025
6,509
0
0.984
0.963
1.92
0
0
860
ZIONP
2016-04-22
0.005
-0.015
6,509
0
0.984
0.978
3.389
0
0
4,010
ZIONP
2016-04-29
0.007
0.002
6,509
0
0.984
0.976
2.525
0
0
2,060
ZIONP
2016-05-06
0.011
0.003
2,402
0
0.983
0.973
8.215
0
0
4,510
ZIONP
2016-05-13
0.009
-0.001
2,402
0
0.983
0.974
18.039
0
0
2,720
ZIONP
2016-05-20
0.01
0.001
6,097
0
0.983
0.973
3.255
0
0
9,680
ZIONP
2016-05-27
0.005
-0.005
6,097
0
0.983
0.978
2.459
0
0
5,720
ZIONP
2016-06-03
0.001
-0.004
3,846
0
0.983
0.982
8.01
0
0
3,875
ZIONP
2016-06-10
0.003
0.002
3,846
0
0.983
0.98
25.532
0
0
3,630
ZIONP
2016-06-17
0.006
0.002
6,071
0
0.983
0.977
3.963
0
0
18,560
ZIONP
2016-06-24
0.005
0
6,071
0
0.983
0.977
2.91
0
0
14,800
ZIONP
2016-07-01
0.002
-0.004
5,341
0
0.983
0.981
6.881
0
0
20,600
ZIONP
2016-07-08
-0.01
-0.011
5,341
0
0.983
0.993
2.562
0
0
3,875
ZIONP
2016-07-15
-0.011
-0.001
13,561
0
0.983
0.994
0.773
0
0
10,480
ZIONP
2016-07-22
-0.014
-0.003
13,561
0
0.983
0.997
1.24
0
0
5,250
ZIONP
2016-07-29
-0.015
-0.001
13,561
0
0.983
0.998
0.877
0
0
3,660
ZIONP
2016-08-05
-0.004
0.011
20,256
0
0.982
0.987
0.907
0
0
11,120
ZIONP
2016-08-12
-0.013
-0.009
20,256
0
0.983
0.995
0.955
0
0
7,760
ZIONP
2016-08-19
-0.014
-0.001
10,733
0
0.983
0.997
2.14
0
0
6,450
ZIONP
2016-08-26
-0.014
0
10,733
0
0.983
0.997
2.083
0
0
7,080
ZIONP
2016-09-02
-0.007
0.007
10,600
0
0.982
0.99
1.525
0
0
7,320
ZIONP
2016-09-09
-0.015
-0.007
10,600
0
0.982
0.997
1.43
0
0
3,300
ZIONP
2016-09-16
-0.012
0.003
596
0
0.982
0.994
27.003
0
0
2,560
ZIONP
2016-09-23
-0.005
0.007
596
0
0.982
0.987
41.527
0
0
2,190
ZIONP
2016-09-30
-0.008
-0.003
3,442
0
0.982
0.99
5.612
0
0
4,320
ZIONP
2016-10-07
-0.009
-0.001
3,442
0
0.982
0.991
4.609
0
0
2,150
ZIONP
2016-10-14
-0.013
-0.003
3,442
0
0.982
0.995
3.731
0
0
2,800
ZIONP
2016-10-21
-0.009
0.003
7,527
0
0.982
0.991
1.564
0
0
2,070
ZIONP
2016-10-28
-0.004
0.006
7,527
0
0.982
0.986
2.356
0
0
5,040
ZIONP
2016-11-04
-0.003
0.001
1,881
0
0.982
0.985
2.956
0
0
5,560
ZIONP
2016-11-11
-0.015
-0.012
1,881
0
0.982
0.997
12.107
0
0
3,650
ZIONP
2016-11-18
-0.011
0.003
5,423
0
0.981
0.993
3.338
0
0
3,320
ZIONP
2016-11-25
-0.005
0.007
5,423
0
0.981
0.986
2.595
0
0
800
ZIONP
2016-12-02
-0.014
-0.01
3,863
0
0.982
0.996
3.662
0
0
3,296
ZIONP
2016-12-09
-0.007
0.007
3,863
0
0.981
0.988
25.554001
0
0
1,700
ZIONP
2016-12-16
-0.008
0
3,344
0
0.982
0.989
7.598
0
0
2,790
ZIONP
2016-12-23
-0.005
0.003
3,344
0
0.982
0.987
5.958
0
0
3,790
ZIONP
2016-12-30
0.019
0.024
2,872
0
0.981
0.962
8.187
0
0
1,062.5
ZIONP
2017-01-06
-0.008
-0.027
2,872
0
0.981
0.989
4.325
0
0
3,625
ZIONP
2017-01-13
0.016
0.024
2,872
0
0.981
0.965
6.867
0
0
2,170
ZIONP
2017-01-20
-0.009
-0.024
2,252
0
0.98
0.989
6.404
0
0
4,275
ZIONP
2017-01-27
-0.015
-0.006
2,252
0
0.981
0.996
5.337
0
0
3,520
ZIONP
2017-02-03
-0.013
0.002
778
0
0.98
0.994
20.329
0
0
2,600