Social Media
Sentiment Analysis Data
We index social media data feeds and provides sentiment analysis data on US companies.
We offer quality alternative data that can help you make better decisions on your investment strategies.
How We Do It
We ingest real time social media data from a large number of sources.
Our proprietary deep learning models assess the relevance of each topic, filter out the noise, compute and display sentiment data and other metrics.
To achieve the final class predictions our AI models use a many-to-one architecture for text modeling. This means that while the data used is a sequence of words, the output is a class label, positive or negative, more specifically the probability that the text is positive, on a scale from 0 to 1.
As an architecture we use ensembles of LSTM networks to analyse each text and output the prediction, and this is done at the end of the day for each company listed in the Available Stocks section below.
Available Stocks
This availability information regarding available stocks is indicative only and is subject to change.
Symbol | Name |
---|---|
A | Agilent Technologies Inc |
AAL | American Airlines Group Inc |
AAP | Advance Auto Parts Inc W/I |
AAPL | Apple Inc |
ABBV | AbbVie Inc |
ABC | AmerisourceBergen Corporation |
ABMD | ABIOMED Inc |
ABT | Abbott Laboratories |
ACN | Accenture plc Class A (Ireland) |
ADBE | Adobe Inc |
ADI | Analog Devices Inc |
ADM | Archer-Daniels-Midland Company |
ADP | Automatic Data Processing Inc |
ADS | Alliance Data Systems Corporation |
ADSK | Autodesk Inc |
AEE | Ameren Corporation |
AEP | American Electric Power Company Inc |
AES | The AES Corporation |
AET | Aetna Inc |
AFL | AFLAC Incorporated |
AGN | Allergan plc |
AIG | American International Group Inc |
AIV | Apartment Investment and Management Company |
AIZ | Assurant Inc |
AJG | Arthur J. Gallagher & Co. |
AKAM | Akamai Technologies Inc |
ALB | Albemarle Corporation |
ALGN | Align Technology Inc |
ALK | Alaska Air Group Inc |
ALL | Allstate Corporation (The) |
ALLE | Allegion plc |
ALXN | Alexion Pharmaceuticals Inc |
AMAT | Applied Materials Inc |
AMD | Advanced Micro Devices Inc |
AME | AMETEK Inc |
AMG | Affiliated Managers Group Inc |
AMGN | Amgen Inc |
AMP | Ameriprise Financial Inc |
AMT | American Tower Corporation (REIT) |
AMZN | Amazon.com Inc |
ANDV | Andeavor |
ANSS | ANSYS Inc |
ANTM | Anthem Inc |
AON | Aon plc Class A (UK) |
AOS | A.O. Smith Corporation |
APA | Apache Corporation |
APC | Anadarko Petroleum Corporation |
APD | Air Products and Chemicals Inc |
APH | Amphenol Corporation |
APTV | Aptiv PLC |
ARE | Alexandria Real Estate Equities Inc |
ARNC | Arconic Inc |
ATVI | Activision Blizzard Inc |
AVB | AvalonBay Communities Inc |
AVGO | Broadcom Inc |
AVY | Avery Dennison Corporation |
AWK | American Water Works Company Inc |
AXP | American Express Company |
AZO | AutoZone Inc |
BA | The Boeing Company |
BAC | Bank of America Corporation |
BAX | Baxter International Inc |
BBT | BB&T Corporation |
BBY | Best Buy Co. Inc |
BDX | Becton Dickinson and Company |
BEN | Franklin Resources Inc |
BF.B | Brown Forman Inc Class B |
BHF | Brighthouse Financial Inc |
BHGE | Baker Hughes a GE company Class A |
BIIB | Biogen Inc |
BK | Bank of New York Mellon Corporation (The) |
BKNG | Booking Holdings Inc |
BLK | BlackRock Inc |
BLL | Ball Corporation |
BMY | Bristol-Myers Squibb Company |
BR | Broadridge Financial Solutions IncCommon Stock |
BRK.B | Berkshire Hathaway Inc |
BSX | Boston Scientific Corporation |
BWA | BorgWarner Inc |
BXP | Boston Properties Inc |
C | Citigroup Inc |
CA | CA Inc |
CAG | ConAgra Brands Inc |
CAH | Cardinal Health Inc |
CAT | Caterpillar Inc |
CB | Chubb Limited |
CBOE | Cboe Global Markets Inc |
CBRE | CBRE Group Inc Class A |
CBS | CBS Corporation Class B |
CCI | Crown Castle International Corp. (REIT) |
CCL | Carnival Corporation |
CDNS | Cadence Design Systems Inc |
CELG | Celgene Corporation |
CERN | Cerner Corporation |
CF | CF Industries Holdings Inc |
CFG | Citizens Financial Group Inc |
CHD | Church & Dwight Company Inc |
CHRW | C.H. Robinson Worldwide Inc |
CHTR | Charter Communications Inc |
CI | Cigna Corporation |
CINF | Cincinnati Financial Corporation |
CL | Colgate-Palmolive Company |
CLX | Clorox Company (The) |
CMA | Comerica Incorporated |
CMCSA | Comcast Corporation Class A Common Stock |
CME | CME Group Inc |
CMG | Chipotle Mexican Grill Inc |
CMI | Cummins Inc |
CMS | CMS Energy Corporation |
CNC | Centene Corporation |
CNP | CenterPoint Energy Inc (Holding Co) |
COF | Capital One Financial Corporation |
COG | Cabot Oil & Gas Corporation |
COL | Rockwell Collins Inc |
COO | The Cooper Companies Inc |
COP | ConocoPhillips |
COST | Costco Wholesale Corporation |
COTY | Coty Inc Class A |
CPB | Campbell Soup Company |
CPRT | Copart Inc |
CRM | Salesforce.com Inc |
CSCO | Cisco Systems Inc |
CSX | CSX Corporation |
CTAS | Cintas Corporation |
CTL | CenturyLink Inc |
CTSH | Cognizant Technology Solutions Corporation |
CTXS | Citrix Systems Inc |
CVS | CVS Health Corporation |
CVX | Chevron Corporation |
CXO | Concho Resources Inc |
D | Dominion Energy Inc |
DAL | Delta Air Lines Inc |
DE | Deere & Company |
DFS | Discover Financial Services |
DG | Dollar General Corporation |
DGX | Quest Diagnostics Incorporated |
DHI | D.R. Horton Inc |
DHR | Danaher Corporation |
DIS | The Walt Disney Company |
DISCA | Discovery Inc Series A Common Stock |
DISCK | Discovery Inc |
DISH | DISH Network Corporation |
DLR | Digital Realty Trust Inc |
DLTR | Dollar Tree Inc |
DOV | Dover Corporation |
DRE | Duke Realty Corporation |
DRI | Darden Restaurants Inc |
DTE | DTE Energy Company |
DUK | Duke Energy Corporation (Holding Company) |
DVA | DaVita Inc |
DVN | Devon Energy Corporation |
DWDP | DowDuPont Inc |
DXC | DXC Technology Company |
EA | Electronic Arts Inc |
EBAY | eBay Inc |
ECL | Ecolab Inc |
ED | Consolidated Edison Inc |
EFX | Equifax Inc |
EIX | Edison International |
EL | Estee Lauder Companies Inc (The) |
EMN | Eastman Chemical Company |
EMR | Emerson Electric Company |
EOG | EOG Resources Inc |
EQIX | Equinix Inc |
EQR | Equity Residential of Beneficial Interest |
EQT | EQT Corporation |
ES | Eversource Energy (D/B/A) |
ESRX | Express Scripts Holding Company |
ESS | Essex Property Trust Inc |
ETFC | E*TRADE Financial Corporation |
ETN | Eaton Corporation PLC |
ETR | Entergy Corporation |
EVHC | Envision Healthcare Corporation |
EVRG | Evergy Inc |
EW | Edwards Lifesciences Corporation |
EXC | Exelon Corporation |
EXPD | Expeditors International of Washington Inc |
EXPE | Expedia Group Inc |
EXR | Extra Space Storage Inc |
F | Ford Motor Company |
FAST | Fastenal Company |
FB | Facebook Inc |
FBHS | Fortune Brands Home & Security Inc |
FCX | Freeport-McMoRan Inc |
FDX | FedEx Corporation |
FE | FirstEnergy Corp. |
FFIV | F5 Networks Inc |
FIS | Fidelity National Information Services Inc |
FISV | Fiserv Inc |
FITB | Fifth Third Bancorp |
FL | Foot Locker Inc |
FLIR | FLIR Systems Inc |
FLR | Fluor Corporation |
FLS | Flowserve Corporation |
FLT | FleetCor Technologies Inc |
FMC | FMC Corporation |
FOX | Twenty-First Century Fox Inc |
FOXA | Twenty-First Century Fox Inc |
FRT | Federal Realty Investment Trust |
FTI | TechnipFMC plc |
FTV | Fortive Corporation |
GD | General Dynamics Corporation |
GE | General Electric Company |
GGP | GGP Inc |
GILD | Gilead Sciences Inc |
GIS | General Mills Inc |
GLW | Corning Incorporated |
GM | General Motors Company |
GOOG | Alphabet Inc |
GOOGL | Alphabet Inc |
GPC | Genuine Parts Company |
GPN | Global Payments Inc |
GPS | Gap Inc (The) |
GRMN | Garmin Ltd. |
GS | Goldman Sachs Group Inc (The) |
GT | The Goodyear Tire & Rubber Company |
GWW | W.W. Grainger Inc |
HAL | Halliburton Company |
HAS | Hasbro Inc |
HBAN | Huntington Bancshares Incorporated |
HBI | Hanesbrands Inc |
HCA | HCA Healthcare Inc |
HCP | HCP Inc |
HD | Home Depot Inc (The) |
HES | Hess Corporation |
HFC | HollyFrontier Corporation |
HIG | Hartford Financial Services Group Inc (The) |
HII | Huntington Ingalls Industries Inc |
HLT | Hilton Worldwide Holdings Inc |
HOG | Harley-Davidson Inc |
HOLX | Hologic Inc |
HON | Honeywell International Inc |
HP | Helmerich & Payne Inc |
HPE | Hewlett Packard Enterprise Company |
HPQ | HP Inc |
HRB | H&R Block Inc |
HRL | Hormel Foods Corporation |
HRS | Harris Corporation |
HSIC | Henry Schein Inc |
HST | Host Hotels & Resorts Inc |
HSY | The Hershey Company |
HUM | Humana Inc |
IBM | International Business Machines Corporation |
ICE | Intercontinental Exchange Inc |
IDXX | IDEXX Laboratories Inc |
IFF | Internationa Flavors & Fragrances Inc |
ILMN | Illumina Inc |
INCY | Incyte Corporation |
INFO | IHS Markit Ltd. |
INTC | Intel Corporation |
INTU | Intuit Inc |
IP | International Paper Company |
IPG | Interpublic Group of Companies Inc (The) |
IPGP | IPG Photonics Corporation |
IQV | IQVIA Holdings Inc |
IR | Ingersoll-Rand plc (Ireland) |
IRM | Iron Mountain Incorporated (Delaware)Common Stock REIT |
ISRG | Intuitive Surgical Inc |
IT | Gartner Inc |
ITW | Illinois Tool Works Inc |
IVZ | Invesco Ltd |
JBHT | J.B. Hunt Transport Services Inc |
JCI | Johnson Controls International plc |
JEC | Jacobs Engineering Group Inc |
JEF | Jefferies Financial Group Inc |
JNJ | Johnson & Johnson |
JNPR | Juniper Networks Inc |
JPM | JP Morgan Chase & Co. |
JWN | Nordstrom Inc |
K | Kellogg Company |
KEY | KeyCorp |
KHC | The Kraft Heinz Company |
KIM | Kimco Realty Corporation |
KLAC | KLA-Tencor Corporation |
KMB | Kimberly-Clark Corporation |
KMI | Kinder Morgan Inc |
KMX | CarMax Inc |
KO | Coca-Cola Company (The) |
KORS | Michael Kors Holdings Limited |
KR | Kroger Company (The) |
KSS | Kohl's Corporation |
KSU | Kansas City Southern |
L | Loews Corporation |
LB | L Brands Inc |
LEG | Leggett & Platt Incorporated |
LEN | Lennar Corporation Class A |
LH | Laboratory Corporation of America Holdings |
LKQ | LKQ Corporation |
LLL | L3 Technologies Inc |
LLY | Eli Lilly and Company |
LMT | Lockheed Martin Corporation |
LNC | Lincoln National Corporation |
LNT | Alliant Energy Corporation |
LOW | Lowe's Companies Inc |
LRCX | Lam Research Corporation |
LUV | Southwest Airlines Company |
LYB | LyondellBasell Industries NV Class A (Netherlands) |
M | Macy's Inc |
MA | Mastercard Incorporated |
MAA | Mid-America Apartment Communities Inc |
MAC | Macerich Company (The) |
MAR | Marriott International |
MAS | Masco Corporation |
MAT | Mattel Inc |
MCD | McDonald's Corporation |
MCHP | Microchip Technology Incorporated |
MCK | McKesson Corporation |
MCO | Moody's Corporation |
MDLZ | Mondelez International Inc |
MDT | Medtronic plc. |
MET | MetLife Inc |
MGM | MGM Resorts International |
MHK | Mohawk Industries Inc |
MKC | McCormick & Company Incorporated |
MLM | Martin Marietta Materials Inc |
MMC | Marsh & McLennan Companies Inc |
MMM | 3M Company |
MNST | Monster Beverage Corporation |
MO | Altria Group Inc |
MOS | Mosaic Company (The) |
MPC | Marathon Petroleum Corporation |
MRK | Merck & Company Inc (new) |
MRO | Marathon Oil Corporation |
MS | Morgan Stanley |
MSCI | MSCI Inc |
MSFT | Microsoft Corporation |
MSI | Motorola Solutions Inc |
MTB | M&T Bank Corporation |
MTD | Mettler-Toledo International Inc |
MU | Micron Technology Inc |
MYL | Mylan N.V. |
NBL | Noble Energy Inc |
NCLH | Norwegian Cruise Line Holdings Ltd. |
NDAQ | Nasdaq Inc |
NEE | NextEra Energy Inc |
NEM | Newmont Mining Corporation |
NFLX | Netflix Inc |
NFX | Newfield Exploration Company |
NI | NiSource Inc |
NKE | Nike Inc |
NKTR | Nektar Therapeutics |
NLSN | Nielsen N.V. |
NOC | Northrop Grumman Corporation |
NOV | National Oilwell Varco Inc |
NRG | NRG Energy Inc |
NSC | Norfolk Southern Corporation |
NTAP | NetApp Inc |
NTRS | Northern Trust Corporation |
NUE | Nucor Corporation |
NVDA | NVIDIA Corporation |
NWL | Newell Brands Inc - Ordinary Shares |
NWS | News Corporation |
NWSA | News Corporation |
O | Realty Income Corporation |
OKE | ONEOK Inc |
OMC | Omnicom Group Inc |
ORCL | Oracle Corporation |
ORLY | OReilly Automotive Inc |
OXY | Occidental Petroleum Corporation |
PAYX | Paychex Inc |
PBCT | People's United Financial Inc |
PCAR | PACCAR Inc |
PCG | Pacific Gas & Electric Co. |
PEG | Public Service Enterprise Group Incorporated |
PEP | PepsiCo Inc |
PFE | Pfizer Inc |
PFG | Principal Financial Group Inc |
PG | Procter & Gamble Company (The) |
PGR | Progressive Corporation (The) |
PH | Parker-Hannifin Corporation |
PHM | PulteGroup Inc |
PKG | Packaging Corporation of America |
PKI | PerkinElmer Inc |
PLD | Prologis Inc |
PM | Philip Morris International Inc |
PNC | PNC Financial Services Group Inc (The) |
PNR | Pentair plc. |
PNW | Pinnacle West Capital Corporation |
PPG | PPG Industries Inc |
PPL | PPL Corporation |
PRGO | Perrigo Company plc |
PRU | Prudential Financial Inc |
PSA | Public Storage |
PSX | Phillips 66 |
PVH | PVH Corp. |
PWR | Quanta Services Inc |
PX | Praxair Inc |
PXD | Pioneer Natural Resources Company |
PYPL | PayPal Holdings Inc |
QCOM | QUALCOMM Incorporated |
QRVO | Qorvo Inc |
RCL | Royal Caribbean Cruises Ltd. |
RE | Everest Re Group Ltd. |
REG | Regency Centers Corporation |
REGN | Regeneron Pharmaceuticals Inc |
RF | Regions Financial Corporation |
RHI | Robert Half International Inc |
RHT | Red Hat Inc |
RJF | Raymond James Financial Inc |
RL | Ralph Lauren Corporation |
RMD | ResMed Inc |
ROK | Rockwell Automation Inc |
ROP | Roper Technologies Inc |
ROST | Ross Stores Inc |
RSG | Republic Services Inc |
RTN | Raytheon Company |
SBAC | SBA Communications Corporation |
SBUX | Starbucks Corporation |
SCG | SCANA Corporation |
SCHW | Charles Schwab Corporation (The) |
SEE | Sealed Air Corporation |
SHW | Sherwin-Williams Company (The) |
SIVB | SVB Financial Group |
SJM | J.M. Smucker Company (The) |
SLB | Schlumberger N.V. |
SLG | SL Green Realty Corp |
SNA | Snap-On Incorporated |
SNPS | Synopsys Inc |
SO | Southern Company (The) |
SPG | Simon Property Group Inc |
SPGI | S&P Global Inc |
SRCL | Stericycle Inc |
SRE | Sempra Energy |
STI | SunTrust Banks Inc |
STT | State Street Corporation |
STX | Seagate Technology PLC |
STZ | Constellation Brands Inc |
SWK | Stanley Black & Decker Inc |
SWKS | Skyworks Solutions Inc |
SYF | Synchrony Financial |
SYK | Stryker Corporation |
SYMC | Symantec Corporation |
SYY | Sysco Corporation |
T | AT&T Inc |
TAP | Molson Coors Brewing Company Class B |
TDG | Transdigm Group Incorporated Inc |
TEL | TE Connectivity Ltd. New Switzerland Registered Shares |
TGT | Target Corporation |
TIF | Tiffany & Co. |
TJX | TJX Companies Inc (The) |
TMK | Torchmark Corporation |
TMO | Thermo Fisher Scientific Inc |
TPR | Tapestry Inc |
TRIP | TripAdvisor Inc |
TROW | T. Rowe Price Group Inc |
TRV | The Travelers Companies Inc |
TSCO | Tractor Supply Company |
TSN | Tyson Foods Inc |
TSS | Total System Services Inc |
TTWO | Take-Two Interactive Software Inc |
TWTR | Twitter Inc |
TXN | Texas Instruments Incorporated |
TXT | Textron Inc |
UA | Under Armour Inc Class C |
UAA | Under Armour Inc Class A |
UAL | United Continental Holdings Inc |
UDR | UDR Inc |
UHS | Universal Health Services Inc |
ULTA | Ulta Beauty Inc |
UNH | UnitedHealth Group Incorporated (DE) |
UNM | Unum Group |
UNP | Union Pacific Corporation |
UPS | United Parcel Service Inc |
URI | United Rentals Inc |
USB | U.S. Bancorp |
UTX | United Technologies Corporation |
V | Visa Inc |
VAR | Varian Medical Systems Inc |
VFC | V.F. Corporation |
VIAB | Viacom Inc |
VLO | Valero Energy Corporation |
VMC | Vulcan Materials Company (Holding Company) |
VNO | Vornado Realty Trust |
VRSK | Verisk Analytics Inc |
VRSN | VeriSign Inc |
VRTX | Vertex Pharmaceuticals Incorporated |
VTR | Ventas Inc |
VZ | Verizon Communications Inc |
WAT | Waters Corporation |
WBA | Walgreens Boots Alliance Inc |
WDC | Western Digital Corporation |
WEC | WEC Energy Group Inc |
WELL | Welltower Inc |
WFC | Wells Fargo & Company |
WHR | Whirlpool Corporation |
WLTW | Willis Towers Watson Public Limited Company |
WM | Waste Management Inc |
WMB | Williams Companies Inc (The) |
WMT | Walmart Inc |
WRK | Westrock Company |
WU | Western Union Company (The) |
WY | Weyerhaeuser Company |
WYNN | Wynn Resorts Limited |
XEC | Cimarex Energy Co |
XEL | Xcel Energy Inc |
XL | XL Group Ltd. |
XLNX | Xilinx Inc |
XOM | Exxon Mobil Corporation |
XRAY | DENTSPLY SIRONA Inc |
XRX | Xerox Corporation |
XYL | Xylem Inc |
YUM | Yum! Brands Inc |
ZBH | Zimmer Biomet Holdings Inc |
ZION | Zions Bancorporation N.A. |
ZTS | Zoetis Inc Class A |
ASML | ASML Holding N.V. |
BIDU | Baidu Inc |
BMRN | BioMarin Pharmaceutical Inc |
CHKP | Check Point Software Technologies Ltd. |
CTRP | Ctrip.com International Ltd. |
JD | JD.com Inc |
LBTYA | Liberty Global plc Class A Ordinary Shares |
LBTYK | Liberty Global plc |
MELI | MercadoLibre Inc |
MXIM | Maxim Integrated Products Inc |
NTES | NetEase Inc |
QRTEA | Qurate Retail Inc Series A Common Stock |
SHPG | Shire plc |
SIRI | Sirius XM Holdings Inc |
TMUS | T-Mobile US Inc |
TSLA | Tesla Inc |
VOD | Vodafone Group Plc |
WDAY | Workday Inc |