stock_symbol
string
company_name
string
sector
string
date
timestamp[ns]
movement_percent
float64
open
float64
high
float64
low
float64
close
float64
volume
float64
num_tweets
int64
tweets
list
label
int64
NVS
Novartis AG
Healthcare
2012-09-10T00:00:00
-0.015038
0.178133
0.180912
0.169399
-0.757538
1,723,400
0
[]
0
GE
General Electric Company
Industrial Goods
2012-09-10T00:00:00
-0.005095
0.172612
0.181892
0.169882
-0.093329
33,672,300
0
[]
0
BUD
Anheuser-Busch InBev SA/NV Company
Consumer Goods
2012-09-10T00:00:00
-0.030822
0.116931
0.128904
0.116399
-2.31691
1,300,000
0
[]
0
HON
Honeywell International Inc.
Industrial Goods
2012-09-10T00:00:00
-0.005676
0.108881
0.110551
0.103316
-0.304337
3,059,500
0
[]
0
WMT
Wal-Mart Stores Inc.
Services
2012-09-10T00:00:00
-0.004199
0.140889
0.144441
0.134868
-0.271972
6,500,100
0
[]
0
C
Citigroup Inc.
Financial
2012-09-10T00:00:00
-0.007484
0.026413
0.041428
0.014913
-0.234269
32,084,700
0
[]
0
PTR
PetroChina Company Limited
Basic Matierials
2012-09-10T00:00:00
-0.007053
0.139938
0.148982
0.126372
-0.748627
160,800
0
[]
0
CMCSA
Comcast Corporation
Services
2012-09-10T00:00:00
-0.008415
0.092211
0.092211
0.079882
-0.133104
19,227,600
0
[]
0
ORCL
Oracle Corporation
Technology
2012-09-10T00:00:00
-0.008896
0.070432
0.075687
0.060907
-0.270832
18,589,900
0
[]
0
MDT
Medtronic plc
Healthcare
2012-09-10T00:00:00
-0.003605
0.104117
0.109974
0.102785
-0.135399
3,292,700
0
[]
0
ABB
ABB Ltd
Industrial Goods
2012-09-10T00:00:00
-0.005898
0.198505
0.199144
0.182533
-0.092324
1,920,300
0
[]
0
UNH
UnitedHealth Group Incorporated
Healthcare
2012-09-10T00:00:00
-0.020773
0.087411
0.087411
0.058353
-1.05085
5,447,700
0
[]
0
UPS
United Parcel Service Inc.
Services
2012-09-10T00:00:00
0.006199
0.149022
0.166041
0.149022
0.389709
4,762,600
0
[]
1
REX
REX American Resources
Conglomerates
2012-09-10T00:00:00
-0.02882
-0.004894
-0.001631
-0.029908
-0.529998
18,700
0
[]
0
V
Visa Inc.
Financial
2012-09-10T00:00:00
-0.007941
0.092139
0.104556
0.092139
-0.233433
11,633,600
0
[]
0
JPM
JPMorgan Chase & Co.
Financial
2012-09-10T00:00:00
-0.013741
0.141426
0.157428
0.126878
-0.472256
20,853,500
0
[]
0
NGG
National Grid plc
Utilities
2012-09-10T00:00:00
-0.018208
0.249761
0.253879
0.245872
-0.868904
390,300
0
[]
0
BP
BP p.l.c.
Basic Matierials
2012-09-10T00:00:00
0.002623
0.353695
0.360782
0.349829
0.081434
6,000,400
0
[]
1
UN
Unilever N.V.
Consumer Goods
2012-09-10T00:00:00
-0.016047
0.158907
0.16522
0.158907
-0.482982
2,224,500
0
[]
0
DUK
Duke Energy Corporation
Utilities
2012-09-10T00:00:00
0.0017
0.242322
0.24635
0.237527
0.088611
2,687,400
0
[]
1
PM
Philip Morris International
Consumer Goods
2012-09-10T00:00:00
-0.002364
0.226895
0.229802
0.217622
-0.170791
4,862,200
0
[]
0
BAC
Bank of America
Financial
2012-09-10T00:00:00
-0.025
0.056408
0.065969
0.019362
-0.209202
190,045,600
0
[]
0
FB
Facebook Inc.
Technology
2012-09-10T00:00:00
-0.008957
0.004215
0.011591
-0.022655
-0.170001
24,797,800
0
[]
0
JNJ
Johnson & Johnson
Healthcare
2012-09-10T00:00:00
0.00442
0.155247
0.163403
0.152528
0.260105
11,441,300
0
[]
1
D
Dominion Energy Inc.
Utilities
2012-09-10T00:00:00
0.002257
0.211511
0.213325
0.206521
0.099526
1,242,700
0
[]
1
BHP
BHP Billiton Limited
Basic Matierials
2012-09-10T00:00:00
-0.008272
0.190401
0.197608
0.179327
-0.470566
2,349,000
0
[]
0
DIS
The Walt Disney
Services
2012-09-10T00:00:00
-0.004252
0.074805
0.078762
0.072098
-0.204174
7,479,300
0
[]
0
SLB
Schlumberger Limited
Basic Matierials
2012-09-10T00:00:00
-0.00656
0.118977
0.130465
0.113309
-0.428261
4,900,100
0
[]
0
SNY
Sanofi
Healthcare
2012-09-10T00:00:00
-0.016509
0.18099
0.184927
0.172552
-0.586994
1,064,500
0
[]
0
CELG
Celgene Corporation
Healthcare
2012-09-10T00:00:00
-0.024655
-0.00676
-0.005965
-0.029295
-0.93
5,062,000
0
[]
0
SRE
Sempra Energy
Utilities
2012-09-10T00:00:00
-0.000601
0.161852
0.161852
0.15543
-0.034618
1,014,500
0
[]
0
AMZN
Amazon.com Inc.
Services
2012-09-10T00:00:00
-0.007911
-0.00054
0.003319
-0.008953
-2.050019
2,567,200
0
[]
0
AAPL
Apple Inc.
Consumer Goods
2012-09-10T00:00:00
-0.026013
0.1068
0.11142
0.076953
-2.284607
121,999,500
0
[]
0
SO
The Southern Company
Utilities
2012-09-10T00:00:00
-0.004792
0.261497
0.261772
0.252722
-0.174743
2,141,200
0
[]
0
UTX
United Technologies Corporation
Industrial Goods
2012-09-10T00:00:00
-0.010075
0.122126
0.127651
0.113625
-0.711075
3,817,900
0
[]
0
CAT
Caterpillar Inc.
Industrial Goods
2012-09-10T00:00:00
-0.011351
0.170613
0.179798
0.159165
-0.852707
5,591,600
0
[]
0
SNP
China Petroleum & Corporation
Basic Matierials
2012-09-11T00:00:00
0.004501
0.214902
0.2256
0.211425
0.258915
118,300
0
[]
1
RDS-B
Royal Dutch Shell
Basic Matierials
2012-09-11T00:00:00
0.009438
0.35103
0.361888
0.35011
0.512825
400,900
0
[]
1
UPS
United Parcel Service Inc.
Services
2012-09-11T00:00:00
0.006708
0.152851
0.166129
0.147476
0.424321
3,914,900
0
[]
1
MMM
3M Company
Industrial Goods
2012-09-11T00:00:00
0.005514
0.132123
0.142854
0.131124
0.44194
2,403,400
0
[]
1
ABB
ABB Ltd
Industrial Goods
2012-09-11T00:00:00
0.019417
0.203045
0.217826
0.202402
0.302146
3,160,100
0
[]
1
AMZN
Amazon.com Inc.
Services
2012-09-11T00:00:00
-0.005523
0.001984
0.001984
-0.011008
-1.419998
2,524,800
0
[]
0
HSBC
HSBC Holdings plc
Financial
2012-09-11T00:00:00
0.011138
0.331987
0.340818
0.331987
0.378376
1,778,100
0
[]
1
REX
REX American Resources
Conglomerates
2012-09-11T00:00:00
-0.008959
-0.00168
0.017357
-0.012878
-0.16
19,900
0
[]
0
CSCO
Cisco Systems Inc.
Technology
2012-09-11T00:00:00
-0.005744
0.170834
0.178795
0.159199
-0.0938
31,320,100
0
[]
0
DUK
Duke Energy Corporation
Utilities
2012-09-11T00:00:00
-0.005707
0.241171
0.243278
0.234278
-0.298057
2,097,400
0
[]
0
CELG
Celgene Corporation
Healthcare
2012-09-11T00:00:00
0.000544
-0.002718
0.004621
-0.004485
0.02
3,108,600
0
[]
1
PICO
PICO Holdings Inc.
Conglomerates
2012-09-11T00:00:00
0.003147
-0.001799
0.011241
-0.004047
0.069999
51,300
0
[]
1
KO
The Coca-Cola Company
Consumer Goods
2012-09-11T00:00:00
0.002921
0.164588
0.170778
0.162422
0.09438
16,505,000
0
[]
1
IEP
Icahn Enterprises L.P.
Conglomerates
2012-09-11T00:00:00
0.003009
0.447884
0.486879
0.447884
0.082094
6,300
0
[]
1
D
Dominion Energy Inc.
Utilities
2012-09-11T00:00:00
-0.006381
0.205615
0.208104
0.197921
-0.282009
1,253,700
0
[]
0
PTR
PetroChina Company Limited
Basic Matierials
2012-09-11T00:00:00
0.022562
0.152874
0.161034
0.151356
2.377983
204,600
0
[]
1
MA
Mastercard Incorporated
Financial
2012-09-11T00:00:00
0.012297
0.032789
0.051417
0.03161
0.521526
7,158,000
0
[]
1
GD
General Dynamics Corporation
Industrial Goods
2012-09-11T00:00:00
-0.005126
0.11964
0.120485
0.112885
-0.303563
2,204,300
0
[]
0
INTC
Intel Corporation
Technology
2012-09-11T00:00:00
0.003439
0.181058
0.198799
0.175989
0.067854
54,237,700
0
[]
1
CVX
Chevron Corporation
Basic Matierials
2012-09-11T00:00:00
0.001931
0.214733
0.221974
0.213987
0.18129
4,758,800
0
[]
1
NGG
National Grid plc
Utilities
2012-09-11T00:00:00
0.001836
0.264784
0.27457
0.263852
0.086029
519,600
0
[]
1
BP
BP p.l.c.
Basic Matierials
2012-09-11T00:00:00
0.012607
0.359471
0.376822
0.358185
0.392365
11,676,700
0
[]
1
MDT
Medtronic plc
Healthcare
2012-09-11T00:00:00
0.005306
0.110516
0.119601
0.109447
0.198586
4,415,300
0
[]
1
AEP
American Electric Power Inc.
Utilities
2012-09-11T00:00:00
0.000922
0.213249
0.214085
0.209346
0.033074
1,462,100
0
[]
1
DIS
The Walt Disney
Services
2012-09-11T00:00:00
0.000776
0.076467
0.08065
0.07563
0.037124
6,631,700
0
[]
1
HON
Honeywell International Inc.
Industrial Goods
2012-09-11T00:00:00
0.003862
0.114279
0.122675
0.109801
0.205872
3,093,300
0
[]
1
CHTR
Charter Communications Inc.
Services
2012-09-11T00:00:00
0.014139
0.003342
0.024679
-0.005399
1.099999
663,200
0
[]
1
NEE
NextEra Energy Inc.
Utilities
2012-09-11T00:00:00
-0.002944
0.16718
0.168382
0.16186
-0.171517
1,618,200
0
[]
0
SO
The Southern Company
Utilities
2012-09-11T00:00:00
-0.005909
0.258754
0.25958
0.251314
-0.214451
2,990,600
0
[]
0
LMT
Lockheed Martin Corporation
Industrial Goods
2012-09-11T00:00:00
0.002282
0.178204
0.184607
0.176027
0.178169
969,100
0
[]
1
JNJ
Johnson & Johnson
Healthcare
2012-09-11T00:00:00
0.000293
0.156423
0.159637
0.153378
0.017342
8,821,700
0
[]
1
T
AT&T Inc.
Technology
2012-09-11T00:00:00
0.005345
0.292655
0.305084
0.292655
0.1548
18,771,700
0
[]
1
SNY
Sanofi
Healthcare
2012-09-11T00:00:00
0.035492
0.218831
0.240279
0.215971
1.241066
3,633,000
0
[]
1
CHL
China Mobile Limited
Technology
2012-09-11T00:00:00
0.011268
0.243986
0.248932
0.243279
0.478443
639,500
0
[]
1
XOM
Exxon Mobil Corporation
Basic Matierials
2012-09-11T00:00:00
0.001565
0.174372
0.176989
0.171755
0.119575
9,349,400
0
[]
1
CMCSA
Comcast Corporation
Services
2012-09-11T00:00:00
0.002926
0.087772
0.099568
0.084903
0.045895
14,032,200
0
[]
1
BA
The Boeing Company
Industrial Goods
2012-09-11T00:00:00
0.002673
0.139871
0.147556
0.13923
0.166931
3,951,300
0
[]
1
HD
The Home Depot
Services
2012-09-11T00:00:00
-0.010122
0.109524
0.110881
0.097504
-0.522103
7,490,100
0
[]
0
SPLP
Steel Partners Holdings
Conglomerates
2012-09-11T00:00:00
0.00273
0.009734
0.015247
0.009734
0.029712
12,700
0
[]
1
PPL
PPL Corporation
Utilities
2012-09-11T00:00:00
-0.006866
0.242727
0.247414
0.230799
-0.150101
4,831,000
0
[]
0
FB
Facebook Inc.
Technology
2012-09-11T00:00:00
0.032961
0.005848
0.040936
0.002127
0.620001
50,508,200
0
[]
1
BBL
BHP Billiton plc
Basic Matierials
2012-09-11T00:00:00
0.016686
0.21086
0.23425
0.21066
0.834675
836,700
0
[]
1
BRK-A
Berkshire Hathaway Inc.
Financial
2012-09-11T00:00:00
0.003624
0.004202
0.005143
0.000015
470
43,200
0
[]
1
DHR
Danaher Corporation
Industrial Goods
2012-09-11T00:00:00
0.008319
0.026221
0.033413
0.024707
0.33324
2,692,800
0
[]
1
BAC
Bank of America
Financial
2012-09-11T00:00:00
0.052448
0.057757
0.109235
0.051629
0.427908
201,630,400
0
[]
1
SLB
Schlumberger Limited
Basic Matierials
2012-09-11T00:00:00
0.013344
0.122665
0.136543
0.119582
0.865448
5,165,400
0
[]
1
CAT
Caterpillar Inc.
Industrial Goods
2012-09-11T00:00:00
0.017222
0.180822
0.199941
0.176917
1.279076
5,877,800
0
[]
1
MO
Altria Group Inc.
Consumer Goods
2012-09-11T00:00:00
-0.001742
0.243926
0.248619
0.239955
-0.048246
10,200,500
0
[]
0
PFE
Pfizer Inc.
Healthcare
2012-09-11T00:00:00
0.002905
0.191238
0.198659
0.190249
0.058716
20,128,600
0
[]
1
PCG
PG&E Corporation
Utilities
2012-09-11T00:00:00
-0.002992
0.202452
0.207437
0.199406
-0.10804
901,500
0
[]
0
PM
Philip Morris International
Consumer Goods
2012-09-11T00:00:00
-0.002708
0.230774
0.235768
0.226195
-0.195206
4,193,300
0
[]
0
AAPL
Apple Inc.
Consumer Goods
2012-09-11T00:00:00
-0.003244
0.110742
0.119075
0.096363
-0.277496
125,995,800
0
[]
0
MRK
Merck & Co.
Healthcare
2012-09-11T00:00:00
0.001581
0.18175
0.187612
0.179885
0.059349
8,564,500
0
[]
1
TOT
TOTAL S.A.
Basic Matierials
2012-09-11T00:00:00
0.024917
0.334731
0.361493
0.33293
0.968322
3,388,300
0
[]
1
SRE
Sempra Energy
Utilities
2012-09-11T00:00:00
0.000301
0.156124
0.16064
0.15404
0.017303
897,500
0
[]
1
EXC
Exelon Corporation
Utilities
2012-09-11T00:00:00
-0.005882
0.231255
0.232975
0.216462
-0.170986
5,041,200
0
[]
0
PCLN
The Priceline Group
Services
2012-09-11T00:00:00
0.015518
0.00046
0.021255
-0.003633
9.440003
899,000
0
[]
1
MCD
McDonald's Corporation
Services
2012-09-11T00:00:00
-0.001095
0.179373
0.182325
0.170386
-0.085312
5,595,500
0
[]
0
WFC
Wells Fargo & Co.
Financial
2012-09-11T00:00:00
-0.01272
0.137292
0.151953
0.136292
-0.381736
28,575,700
0
[]
0
NVS
Novartis AG
Healthcare
2012-09-11T00:00:00
0.010348
0.199949
0.20398
0.198135
0.513439
1,775,600
0
[]
1
BUD
Anheuser-Busch InBev SA/NV Company
Consumer Goods
2012-09-11T00:00:00
0.009019
0.166316
0.17565
0.159864
0.657036
1,505,700
0
[]
1
HRG
HRG Group Inc.
Conglomerates
2012-09-11T00:00:00
0.014706
0.03137
0.070361
0.018792
0.116921
83,500
0
[]
1
UN
Unilever N.V.
Consumer Goods
2012-09-11T00:00:00
0.012017
0.188951
0.199756
0.187262
0.355869
3,368,500
0
[]
1
GOOG
Alphabet Inc.
Technology
2012-09-11T00:00:00
-0.012244
-0.00401
-0.000171
-0.013942
-4.273987
3,761,500
0
[]
0