#QGEN Technology

[the-d-wave]

Radiant Skin with QGEN Tech & Stem Cells Unlock radiant skin with our science-backed skincare, powered by Qgen technology and plant-derived stem cells @thedwaveofficial

[10bmnews]

Activist Fivespan has a stake in Qiagen. Three levers to boost growth

Company: Qiagen NV (QGEN) Business: Qiagen NV is a holding company based in the Netherlands. The company provides “Sample to Insight” solutions that transform biological samples into molecular insights. These solutions integrate sample and assay technologies, bioinformatics and automation systems. Its sample technologies are used for isolating and preparing deoxyribonucleic acid (DNA),…

[newtras]

The FiveSpan activist is participating in Qiagen. Three levers to increase growth

Company: Qiagen NV (QGEN) Business: Qiagen NV It is a holding company based in the Netherlands. The company provides “samples for viewing” that transform biological samples into molecular insight. These solutions integrate the technologies of sample and testing, bioinformatics and automation systems. Its sample technologies are used to insulate and prepare deoxyribonucleic acid (DNA), ribonucleic…

[satrthere]

The FiveSpan activist is participating in Qiagen. Three levers to increase growth

Company: Qiagen NV (QGEN) Business: Qiagen NV It is a holding company based in the Netherlands. The company provides “samples for viewing” that transform biological samples into molecular insight. These solutions integrate the technologies of sample and testing, bioinformatics and automation systems. Its sample technologies are used to insulate and prepare deoxyribonucleic acid (DNA), ribonucleic…

[qubixo1]

The Safwan founder has a price in Qiagen. Three they oblige to grow

Company: Qiagen NV (QGEN) Business: Qiiagen NV with a company with the Netherlands. The company provides “the habit of determining” answers that change samples to be aware of the holes. These answers are similar to technology and dividing, bioinformatic and users only. Her photo engineers are used for losing and planning deoxyribonucleic acid (DNA), Ringnucleic acid (RNA) and other proteins,…

[dv554822]

HLA Typing for Transplant Market Outlook By Size, Share, Future Growth And Forecast 2028

Research Nester published a report titled “HLA Typing for Transplant Market: Global Demand Analysis & Opportunity Outlook 2028” which delivers a detailed overview of the global HLA typing for transplant market in terms of market segmentation by technology, products, application, end-user and by region.

Further, for the in-depth analysis, the report encompasses the industry growth drivers, restraints, supply and demand risk, market attractiveness, BPS analysis, and Porter’s five force model.

Human leukocyte antigens are proteins inherited from the parents and helps in the growth and development of new healthy blood cells and also eliminate the risk of post-transplant complications. Human leukocyte antigen (HLA) typing is a type of genetic test used to identify certain individual variations in a person’s immune system and to match patients and donors for bone marrow or cord blood transplants. The global HLA typing for the transplant market is segmented by technology, by-products, by application & by end-user, out of which, the molecular assay of technology sector segment is anticipated to hold the largest market share on the back of the benefits offered by molecular assays such as low turnaround time, high procedural efficacy, the study of multiple samples, and real-time sample analysis.

The global HLA typing for the transplant market is anticipated to record a notable CAGR over the forecast period i.e. 2020-2028. Rising transplant failures which led an upsurge to match the organ transplant feasibility before the surgery to avoid any kind of loss, rise in the number of transplantation procedures and the number of older adult organ donors, increase in technological advancements in HLA typing field coupled within the investment and funding for research purposes are some of the factors anticipated to promote towards the growth of the global HLA typing for the transplant market.

Based on geographically, the HLA typing for the transplant market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa region. North America is projected to hold the largest share of the global market over the forecast period on account of the presence of a highly developed healthcare system, the large volume of organ transplantation procedures performed in the region, high adoption of innovative transplant diagnostic technologies (includes HLA typing) among medical professionals.

Escalating Number of Transplantation Procedures To Enhance the Global Market

Increasing numbers of transplantation procedures, increase in the number of older adult organ donors, increase in technological advancements in HLA typing, increasing investments and funding for research for advancements in healthcare technology, along with the increasing awareness levels for such technology are some of the factors estimated to drive the global HLA typing for the transplant market over the forecast period.

However, high costs associated with molecular HLA typing, stringent policies, and norms are expected to operate as a key restraint to the growth of HLA typing for the transplant market over the forecast period.

This report also provides the existing competitive scenario of some of the key players of the HLA typing for transplant market which includes company profiling of Thermo Fisher Scientific, Inc. (NYSE: TMO), QIAGEN N.V. (NYSE: QGEN), Illumina (NASDAQ: ILMN), CareDx, Inc. (NASDAQ: CDNA), Immucor, Inc. (NASDAQ: BLUD), Bio-Rad Laboratories, Inc. (NYSE: BIO), F. Hoffman-La Roche Ltd. (SWX: RO), Biofortuna, Takara Bio (TYO: 4974) and Omixon Inc.

The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials, and recent news and developments. On the whole, the report depicts a detailed overview of the global HLA typing for transplant market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market-centric strategies according to the ongoing and expected trends in the future.

[awesomecolorfulcollectorwombat]

Stocks To Watch: Eyes On Cyber Monday, Argentina And Mars

New Post has been published on http://affordablewebhostingsearch.com/stocks-to-watch-eyes-on-cyber-monday-argentina-and-mars/

Stocks To Watch: Eyes On Cyber Monday, Argentina And Mars

Welcome to Seeking Alpha’s Stocks to Watch – a preview of key events scheduled for the next week. Follow this account and turn the e-mail alert on to receive this article in your inbox every Saturday morning.

Investors will be looking for some soothing signs of global cooperation next week amid the continuing erosion of equity markets. In Europe, U.K. and European Union leaders are scheduled to meet for more Brexit talks at a special summit that begins in Brussels on November 25. Meanwhile, the highly-anticipated G-20 meeting in Buenos Aires begins on November 30, headlined by the planned meeting between President Trump and Chinese Premier Xi Jingping. As for the sharp drop in crude oil prices, while there’s some debate on if global growth concerns are a bigger factor than Saudi Arabia production levels, you can’t overlook the wildcard of having Saudi Crown Prince Mohammed bin Salman, Russian President Vladimir Putin and President Trump all in Argentina at the end of the week.

Notable earnings reports: Salesforce.com (NYSE:CRM), Momo (NASDAQ:MOMO) and GameStop (NYSE:GME) on November 27; Box (NYSE:BOX), J.M. Smucker (NYSE:SJM) and Dick’s Sporting Goods (NYSE:DKS) on November 28; Splunk (NASDAQ:SPLK), Hewlett-Packard (NYSE:HPQ), Dollar Tree (NASDAQ:DLTR), Workday (NYSE:WDAY) and Palo Alto Networks (NYSE:PANW) on November 29. See Seeking Alpha’s Earnings Calendar for the complete list of earnings reporters.

IPOs expected to price: No new action anticipated.

IPO lockup expirations: Hancock Jaffe Laboratories (NASDAQ:HJLI) on November 27 and Ambow Education (NYSEMKT:AMBO) on November 28.

Analyst quiet period expirations: Axonics Modulation Technologies (NASDAQ:AXNX), Twist Bioscience (NASDAQ:TWST) and Orchard Therapeutics (NASDAQ:ORTX) on November 26.

Projected dividend changes: Disney (NYSE:DIS) to $0.90 from $0.84, McCormick (NYSE:MKC) to $0.56 from $0.52, Raymond James (NYSE:RJF) to $0.35 from $0.30, Cantel Medical (NYSE:CMD) to $0.10 from $0.085, J&J Snack Foods (NASDAQ:JJSF) to $0.48 from $0.45, La-Z-Boy (NYSE:LZB) to $0.13 from $0.12, Neenah (NYSE:NP) to $0.45 from $0.41.

Cyber Monday: Updates on Cyber Monday sales could come in during the week from Wayfair (NYSE:W), Shopify (NYSE:SHOP), Amazon (NASDAQ:AMZN) and eBay (NASDAQ:EBAY). Last year, the companies all posted dazzling growth, although their reports on activity ranged from very detailed (Wayfair) to somewhat vague (Amazon). The catch-all investment for online shopping is the Amplify Online Retail ETF (NASDAQ:IBUY), which has seen some volatility this year. IBUY closed up 0.9% on Friday after Black Friday online sales reports came in strong, but trades 23% below its 52-week high.

Mars: NASA’s planned landing of the Insight spacecraft is a huge moment for Lockheed Martin (NYSE:LMT). The lander built by Lockheed is due to touch down in the Elysium Planitia region of Mars at around 3:00 p.m. ET on November 26. A Lockheed mission operations team based out of Denver will support science collection through the life of the mission, estimated to last approximately two Earth years or one Martian year. Investors are looking for a little Mars magic, with shares of Lockheed Martin down 8.0% YTD.

Food for thought: Campbell Soup (NYSE:CPB) holds its shareholder meeting on November 29 amid a raging proxy battle with Third Point. Shares of Campbell Soup are up 3.5% since the company reported better-than-anticipated Q3 results, but the food company still has some work to do. Wells Fargo points to the new CEO selection, Lance-Snyder integration and soup turnaround as some big hurdles that need to be cleared. It’s hard to say if any M&A news will come out of the Campbell meeting, but food names such as J.M. Smucker (SJM), Farmer Bros. (NASDAQ:FARM), General Mills (NYSE:GIS), Flower Foods (NYSE:FLO), Kellogg (NYSE:K) and Hostess Brands (NASDAQ:TWNK) have been perky off of Campbell developments.

Los Angeles Auto Show: The L.A. Auto Show running from November 30 to December 9 will have a heavy focus on Automobility, including speakers on the topic from Ford (NYSE:F), General Motors (NYSE:GM), Magna International (NYSE:MGA), Lucid Motors, Honda (NYSE:HMC) and even an Amazon Alex exec. Visa (NYSE:V) will also be represented on an Automobility panel. Notable models debuting at the show include the 2020 Toyota (NYSE:TM) Corolla hybrid, BMW (OTCPK:BMWYY) X/5/X7 Sport Activity and 2020 Kia (OTCPK:HYMLF) Soul Crossover – as well as surprise models from Porsche (OTCPK:POAHY) and Nissan (OTCPK:NSANY).

Carvana in focus: Carvana (NYSE:CVNA) is scheduled to host its analyst day event on November 29. Wolfe Research has tipped that the event could be a catalyst if the company clears up the visibility on its long-term margin profile.

New Jersey: Keep an eye on the Garden State, with the New Jersey Senate Budget and Appropriations committee and the Assembly Appropriations committee set to meet on November 26 to discuss four marijuana-related bills. If legislation is to move forward, lawmakers will have to work out a tax rate for marijuana producers and retailers in the state. Good news out of New Jersey could provide a little lift for Cronos Group (NASDAQ:CRON), Aurora Cannabis(NYSE:ACB), Aphria (NYSE:APHA), Canopy Growth (NYSE:CGC), Tilray (NASDAQ:TLRY) and gang.

FDA watch FDA decision are due on Loxo Oncology (NASDAQ:LOXO)-Bayer ‘s (OTCPK:BAYRY) larotrectinib tumor treatment and Catalyst Pharmaceutical’s (NASDAQ:CPRX) Firdapse treatment for Lambert- Eaton myasthenic syndrome. There could also be FDA action on the resubmitted application from Celltrion-Teva Pharmaceutical Industries (NYSE:TEVA) on the Truxima biosimilar.

Evercore ISI HealthcareX: One of the bigger healthcare conferences of the year is scheduled to run from November 26 to November 29. Presenting companies include Agilent Technologies (NYSE:A), AbbVie (NYSE:ABBV), Arena Pharmaceuticals (NASDAQ:ARNA), Alexion Pharmaceuticals (NASDAQ:ALXN), Biogen (NASDAQ:BIIB), bluebird bio (NASDAQ:BLUE), CVS Health (NYSE:CVS), GlaxoSmithKline (NYSE:GSK), Illumina (NASDAQ:ILMN), Incyte (NASDAQ:INCY), Qiagen (NASDAQ:QGEN), Charles River Laboratories (NYSE:CRL) and Natera (NASDAQ:NTRA).

M&A tidbits: The window-shopping period on the American Railcar Industries (NASDAQ:ARII) merger with ITE Rail Fund expires on November 26. American Railcar trades slightly below the $70 deal price. Shareholders at LaSalle Hotel Properties (NYSE:LHO) and Pebblebrook Hotel Trust (NYSE:PEB) vote on their proposed combination on November 27. If approved, the merger is slated for November 30. The deadline on the first phase of the European Commission review of the PepsiCo (NYSE:PEP)-SodaStream (NASDAQ:SODA) deal is November 30.

Consumer heat check: The Deutsche Bank Gaming, Lodging, Leisure & Restaurants One on One Conference is scheduled to take place in Scottsdale, Arizona from November 29-30. Presenting companies include BBX Capital (NYSE:BBX), Bluegreen Vacations (NYSE:BXG), Boyd Gaming (NYSE:BYD), Avis Budget (NASDAQ:CAR), Caesars Entertainment (NASDAQ:CZR), Eldorado Resorts (NASDAQ:ERI), Cedar Fair (NYSE:FUN), Golden Entertainment (NASDAQ:GDEN), Hilton Worldwide (NYSE:HLT), International Game Technology (NYSE:IGT), MGM Resorts (NYSE:MGM), Norwegian Cruise Line Holdings (NASDAQ:NCLH), Penn National Gaming (NASDAQ:PENN), Playa Hotels & Resorts (NASDAQ:PLYA), Red Rock Resorts (NYSE:RRR), Scientific Games (NASDAQ:SGMS), Extended Stay America (NYSE:STAY), Marriott Vacations (NYSE:VAC), Wyndham Hotels & Resorts (NYSE:WH), Wyndham Destinations (NYSE:WYND) and Wynn Resorts (NASDAQ:WYNN).

Spotlight on industrials: The Credit Suisse Industrials Conference runs in Palm Beach, Florida from November 28-29. Expect to hear views on the macroeconomic climate and impact of tariffs from a list of heavy hitters that includes ADSW, Canadian Pacific (NYSE:CP), Eaton (NYSE:ETN), Fortive (NYSE:FTV), Jacobs Engineering (NYSE:JEC), Kansas City Southern (NYSE:KSU), 3M (NYSE:MMM), Mastec (NYSE:MTZ), Quanta Services (NYSE:PWR), United Continental (NASDAQ:UAL), Caterpillar (NYSE:CAT), Cummins (NYSE:CMI), Covanta (NYSE:CVA), Fluor (NYSE:FLR), Northrop Grumman (NYSE:NOC) and SPX (NYSE:SPXC).

Box office: Movie theater operators Cinemark (NYSE:CNK), AMC Entertainment (NYSE:AMC), Reading International (NASDAQ:RDI) and Marcus Corporation (NYSE:MCS) are looking for a big office weekend, with strong forecasts in for Disney’s (DIS) Ralph Breaks the Internet ($49M), MGM’s Creed 2 ($36M), Warner Bros. (NYSE:T) film Fantastic Beasts: The Crimes of Grindelwald ($30M) and Universal’s (NASDAQ:CMCSA) Dr. Seuss’ The Grinch ($27M). The YTD U.S. box office is up 10.2% to $10.43B through November 19.

Barron’s mentions: The plunge in Target’s (NYSE:TGT) share price makes it a bargain, reasons Jack Hough. Is a 5.1% increase in same-store sales and 49% pop in e-commerce sales all that bad? It’s seen as more than a little interesting that Berkshire Hathaway ([[BRK.A)]], BRK.B) is plowing money into big banks, investing more than $4B in JPMorgan Chase (NYSE:JPM) in Q3 and $6B in Bank of America (NYSE:BAC). Buffett also holds stakes in Wells Fargo (NYSE:WFC), U.S. Bancorp (NYSE:USB), Goldman Sachs (NYSE:GS), PNC Financial (NYSE:PNC), and Bank of New York Mellon (NYSE:BK). Andrew Bary notes that even though the yield curve has been narrowing, banks have been reporting wider net interest margins. Tae Kim looks at the FAANG stocks one by one. Alphabet (GOOGL, GOOG) is called the most attractive, while too many clouds are seen with Netflix (NASDAQ:NFLX).

Sources: Nasdaq, EDGAR, Reuters, The Wall Street Journal, Bloomberg

Editor’s Note: This article discusses one or more securities that do not trade on a major U.S. exchange. Please be aware of the risks associated with these stocks.

[lewisonia]

Insights on the Liquid Biopsy Market to 2029

Research Nester published a report titled “Liquid Biopsy Market: Global Demand Analysis & Opportunity Outlook 2029″ which delivers detailed overview of the global liquid biopsy market in terms of market segmentation by type of biomarker, application, sample collection type, product type, technology, end-user, and by region.

Further, for the in-depth analysis, the report encompasses the industry growth indicators, restraints, supply and demand risk, along with detailed discussion on current and future market trends that are associated with the growth of the market.

The global liquid biopsy market is segmented by end-user into academic & research centers, hospitals & laboratories, and others, out of which, the hospitals & laboratories segment is projected to hold the largest market share by the end of 2021 owing to the increasing number of tests being done in in-house hospital laboratories and external laboratories.

Get a PDF Sample for more detailed market insights: https://www.researchnester.com/sample-request-69

Increasing Prevalence of Cancer and the Need for Early Diagnosis

The World Health Organization (WHO), in one of its statistics, stated that globally, the second leading cause of death is cancer. Additionally, deaths caused due to cancer in the year 2018, registered to around 9.6 million cases.

The statistics portray the growing prevalence of cancer globally and therefore the increasing need amongst individuals for its early detection. Increasing preferences of medical practitioners for minimally invasive and non-invasive methods of sample collection for the detection of cancer is leading to the increase in adoption of liquid biopsy procedures. This procedure further allows the healthcare practitioners to gain more information on the cancer type and also allows real-time analysis. Moreover, increasing advancements in clinical research is further anticipated to drive the growth of the market during the forecast period.

The global liquid biopsy market is anticipated to grow with a significant CAGR during the forecast period, i.e., 2021-2029, owing to the numerous advantages of liquid biopsy over the conventional tumor biopsy, such as low risks, enhanced monitoring for drug response and resistance, and others, along with the rising awareness about minimally invasive procedures.

Regionally, the global liquid biopsy market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa regions, out of which, the market in North America is anticipated to hold the largest market share by the end of 2021, backed by the growing healthcare infrastructure in the region, and the increasing advancements in research for the development of different analytical techniques for cancer.

However, the low specificity and sensitivity of liquid biopsy for the detection of cancer biomarkers is expected to operate as key restraint to the growth of the global liquid biopsy market over the forecast period.

This report also provides the existing competitive scenario of some of the key players of the global liquid biopsy market which includes company profiling of OmeCare Inc. (Pathway Genomics), Biocept, Inc. (NASDAQ: BIOC), Exosome Diagnostics, Inc., QIAGEN GmbH (NYSE: QGEN), Roche Diagnostics (OTCMKTS: RHHBY), Bio-Rad Laboratories, Inc. (NYSE: BIO), NeoGenomics Laboratories, Inc. (NASDAQ: NEO), Biocartis NV (EBR: BCART), Guardant Health, Inc. (NASDAQ: GH), and Trovagene, Inc. (Cardiff Oncology) (NASDAQ: CRDF).

Access Full Report, here: https://www.researchnester.com/sample-request-69

The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials and recent news and developments. On the whole, the report depicts detailed overview of the global liquid biopsy market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market centric strategies according to the ongoing and expected trends in the future.

About Research Nester:

Research Nester is a one-stop service provider, leading in strategic market research and consulting with an unbiased and unparalleled approach towards helping global industrial players, conglomerates and executives to make wise decisions for their future investment and expansion by providing them qualitative market insights and strategies while avoiding future uncertainties. We believe in honesty and sheer hard work that we trust is reflected in our work ethics. Our vision is not just limited to gain the trust of our clients but also to be equally respected by our employees and being appreciated by the competitors.

Contact Us:

AJ Daniel

Email: info@researchnester.com

U.S. Phone: +1 646 586 9123

U.K. Phone: +44 203 608 5919

[industry-reports-data]

Companion Diagnostics Market Share, Size Global Regional Analysis, Key Findings,Industry Demand, Key Players and Forecasts to 2027

Companion Diagnostics Market research report covers inclusive data on prevalent trends, drivers, growth opportunities, and restraints that can variation the market changing aspects of the global industry. This report provides an in-depth analysis of the market segmentation that contains products, applications, and geographical analysis. Global Companion Diagnostics market report delivers a close watch on leading participants with strategic analysis, micro and macro market trend and scenarios, pricing analysis, and a complete overview of the industry conditions during the forecast period.

Report Coverage:

The research report of the defending coatings industry offers a inclusive analysis of existing companies that can affect the market outlook throughout the forthcoming years. In addition to that, it affords an accurate assessment by highlighting data on multiple aspects that may contain growth drivers, opportunities, trends, and hindrances. It also represents the overall: Companion Diagnostics market size from a global perception by analysing historical data and qualitative insights.

Companion Diagnostics Market is envisaged to record an expansion at the CAGR of 20.5% over the forecast period, 2022 – 2027.

Strong expertise with attention to detail makes our market research reports stand apart, Request a Report Sample PDF here:

Major Players Operating in the: Companion Diagnostics Market:

Tocagen, Takeda Pharmaceutical Co Ltd (TYO: 4502), Siemens Healthineers (ETR: SHL), Abbott Laboratories (NYSE: ABT), QIAGEN N.V. (NYSE: QGEN), Roche Diagnostics, Thermo Fisher Scientific Inc., Covance, Myriad Genetics Inc. (NASDAQ: MYGN), Agilent Technologies (NYSE: A), Illumina (NASDAQ: ILMN)

Companion Diagnostics Market Analysis:

The Companion Diagnostics market research report provides an in-depth examination of the key factors stimulating market expansion. It also sheds light on the challenges or restraining factors that are poised to hinder industry growth over the forecast timeframe. The segmentation chapters enable readers to understand aspects of the market such as its products, market size, manufacturer details, share, available technology, and applications. The research report also provides detailed information on new trends that may define the development of these segments in the coming years.

On the basis of types, the: Companion Diagnostics market is primarily split into

Polymerase Chain Reaction Test (PCR)

Immunohistochemistry Test (IHC)

In Situ Hybridization Test (ISH)

Others

On the basis of applications, the: Companion Diagnostics market covers:

Lung Cancer

Breast Cancer

Colorectal Cancer

Leukemia

Melanoma

Others

For More Information or Query or Customization Before Buying, Visit @

The report provides insights on the following pointers:

Market Penetration: Comprehensive information on the product portfolios of the top players in Companion Diagnostics market.

Product Development/Innovation: Detailed insights on the upcoming technologies, R&D activities, and product launches in the market.

Competitive Assessment: In-depth assessment of the market strategies, geographic and business segments of the leading players in the market.

Market Development: Comprehensive information about emerging markets. This report analyzes the market for various segments across geographies.

Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in Companion Diagnostics market.

Considering the Geographical Landscape of Companion Diagnostics market:

Companion Diagnostics Market report provides information about the market area, which is further subdivided into sub-regions and countries/regions. In addition to the market share in each country and sub-region, this chapter of this report also contains information on profit opportunities.

➤ North America (United States, Canada, and Mexico)

➤ Europe (UK, Germany, France, Russia, and Italy)

➤ Asia-Pacific (China, Korea, Japan, India, and Southeast Asia)

➤ South America (Brazil, Colombia, Argentina, etc.)

➤ The Middle East and Africa (Saudi Arabia, UAE, Nigeria, Egypt, and South Africa)

Research Methodology:

This report offers actionable growth insights and an extensive report comprising secondary research, primary interviews with industry stakeholders, competitors, validation, and triangulation with the Worldwide Market Reports regional database. Experts have detailed primary records with the market players across the value chain in all regions and industry experts to obtain qualitative and quantitative insights.

Key Benefits for: Companion Diagnostics Market Reports:

✦ What is the global sales value, production value, consumption value, import, and export of industry?

✦ Who are the global key manufacturers of Companion Diagnostics industry? What is their operating situation?

✦ What are Companion Diagnostics market opportunities and threats faced by the vendors in the global Companion Diagnostics Industry?

✦ Which application/end-user or product type may seek incremental growth prospects?

✦ What focused approach and constraints are holding the market?

✦ What are the different sales, marketing, and distribution channels in the global industry?

About Us:

IndustryDataAnalytics is your single point market research source for all industries including pharmaceutical, chemicals and materials, energy resources, automobile, IT, technology and media, food and beverages, and consumer goods, among others.

We will get in touch with you within 24hrs and help you find the research reports and Additional Customization you need

Head of Sales: Mr. Hon Irfan Tamboli

 +1 (704) 266-3234 | contact@industrydataanalytics.com

[researchnesterinsights]

HLA Typing for Transplant Market- Future Demand, Growth, Industry Analysis & Opportunity Outlook 2028

Research Nester published a report titled “HLA Typing for Transplant Market: Global Demand Analysis & Opportunity Outlook 2028” which delivers a detailed overview of the global HLA typing for transplant market in terms of market segmentation by technology, products, application, end-user and by region.

Further, for the in-depth analysis, the report encompasses the industry growth drivers, restraints, supply and demand risk, market attractiveness, BPS analysis, and Porter’s five force model.

Human leukocyte antigens are proteins inherited from the parents and helps in the growth and development of new healthy blood cells and also eliminate the risk of post-transplant complications. Human leukocyte antigen (HLA) typing is a type of genetic test used to identify certain individual variations in a person’s immune system and to match patients and donors for bone marrow or cord blood transplants. The global HLA typing for the transplant market is segmented by technology, by-products, by application & by end-user, out of which, the molecular assay of technology sector segment is anticipated to hold the largest market share on the back of the benefits offered by molecular assays such as low turnaround time, high procedural efficacy, the study of multiple samples, and real-time sample analysis.

Get a PDF Sample for more detailed market insights:    https://www.researchnester.com/sample-request-2629

The global HLA typing for the transplant market is anticipated to record a notable CAGR over the forecast period i.e. 2020-2028. Rising transplant failures which led an upsurge to match the organ transplant feasibility before the surgery to avoid any kind of loss, rise in the number of transplantation procedures and the number of older adult organ donors, increase in technological advancements in HLA typing field coupled within the investment and funding for research purposes are some of the factors anticipated to promote towards the growth of the global HLA typing for the transplant market.

Based on geographically, the HLA typing for the transplant market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa region. North America is projected to hold the largest share of the global market over the forecast period on account of the presence of a highly developed healthcare system, the large volume of organ transplantation procedures performed in the region, high adoption of innovative transplant diagnostic technologies (includes HLA typing) among medical professionals.

Escalating Number of Transplantation Procedures To Enhance the Global Market

Increasing numbers of transplantation procedures, increase in the number of older adult organ donors, increase in technological advancements in HLA typing, increasing investments and funding for research for advancements in healthcare technology, along with the increasing awareness levels for such technology are some of the factors estimated to drive the global HLA typing for the transplant market over the forecast period.

However, high costs associated with molecular HLA typing, stringent policies, and norms are expected to operate as a key restraint to the growth of HLA typing for the transplant market over the forecast period.

Access Full Report, here:  https://www.researchnester.com/sample-request-2629

This report also provides the existing competitive scenario of some of the key players of the HLA typing for transplant market which includes company profiling of Thermo Fisher Scientific, Inc. (NYSE: TMO), QIAGEN N.V. (NYSE: QGEN), Illumina (NASDAQ: ILMN), CareDx, Inc. (NASDAQ: CDNA), Immucor, Inc. (NASDAQ: BLUD), Bio-Rad Laboratories, Inc. (NYSE: BIO), F. Hoffman-La Roche Ltd. (SWX: RO), Biofortuna, Takara Bio (TYO: 4974) and Omixon Inc.

The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials, and recent news and developments. On the whole, the report depicts a detailed overview of the global HLA typing for transplant market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market-centric strategies according to the ongoing and expected trends in the future.

About Research Nester

Research Nester is a one-stop service provider, leading in strategic market research and consulting with an unbiased and unparalleled approach towards helping global industrial players, conglomerates and executives to make wise decisions for their future investment and expansion by providing them qualitative market insights and strategies while avoiding future uncertainties. We believe in honesty and sheer hard work that we trust is reflected in our work ethics. Our vision is not just limited to gain the trust of our clients but also to be equally respected by our employees and being appreciated by the competitors.

For more information, please contact:

AJ Daniel

Research Nester Email: info@researchnester.com Tel: +1-6465869123

[the-d-wave]

QGEN Technology & Skincare Ingredients | The D Wave Discover how QGEN Technology enhances skincare with potent plant stem cells and advanced extraction for superior ingredient absorption. Learn more at The D Wave.

[researchkenneth]

Liquid Biopsy Market Size, Research Report Studied by Focusing on Top Companies Data, Industry Revenue, Sales Value, Future Prospect and Regional Outlook 2030

Research Nester published a report titled “Liquid Biopsy Market: Global Demand Analysis & Opportunity Outlook 2029” which delivers detailed overview of the global liquid biopsy market in terms of market segmentation by type of biomarker, application, sample collection type, product type, technology, end-user, and by region.

Further, for the in-depth analysis, the report encompasses the industry growth indicators, restraints, supply and demand risk, along with detailed discussion on current and future market trends that are associated with the growth of the market.

The global liquid biopsy market is segmented by end-user into academic & research centers, hospitals & laboratories, and others, out of which, the hospitals & laboratories segment is projected to hold the largest market share by the end of 2021 owing to the increasing number of tests being done in in-house hospital laboratories and external laboratories.

Get Exclusive Sample Report Copy Of This Report @ https://www.researchnester.com/sample-request-69

The global liquid biopsy market is anticipated to grow with a significant CAGR during the forecast period, i.e., 2021-2029, owing to the numerous advantages of liquid biopsy over the conventional tumor biopsy, such as low risks, enhanced monitoring for drug response and resistance, and others, along with the rising awareness about minimally invasive procedures.

Regionally, the global liquid biopsy market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa regions, out of which, the market in North America is anticipated to hold the largest market share by the end of 2021, backed by the growing healthcare infrastructure in the region, and the increasing advancements in research for the development of different analytical techniques for cancer.

Increasing Prevalence of Cancer and the Need for Early Diagnosis

The World Health Organization (WHO), in one of its statistics, stated that globally, the second leading cause of death is cancer. Additionally, deaths caused due to cancer in the year 2018, registered to around 9.6 million cases.

The statistics portray the growing prevalence of cancer globally and therefore the increasing need amongst individuals for its early detection. Increasing preferences of medical practitioners for minimally invasive and non-invasive methods of sample collection for the detection of cancer is leading to the increase in adoption of liquid biopsy procedures. This procedure further allows the healthcare practitioners to gain more information on the cancer type and also allows real-time analysis. Moreover, increasing advancements in clinical research is further anticipated to drive the growth of the market during the forecast period.

However, the low specificity and sensitivity of liquid biopsy for the detection of cancer biomarkers is expected to operate as key restraint to the growth of the global liquid biopsy market over the forecast period.

This report also provides the existing competitive scenario of some of the key players of the global liquid biopsy market which includes company profiling of OmeCare Inc. (Pathway Genomics), Biocept, Inc. (NASDAQ: BIOC), Exosome Diagnostics, Inc., QIAGEN GmbH (NYSE: QGEN), Roche Diagnostics (OTCMKTS: RHHBY), Bio-Rad Laboratories, Inc. (NYSE: BIO), NeoGenomics Laboratories, Inc. (NASDAQ: NEO), Biocartis NV (EBR: BCART), Guardant Health, Inc. (NASDAQ: GH), and Trovagene, Inc. (Cardiff Oncology) (NASDAQ: CRDF).

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The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials and recent news and developments. On the whole, the report depicts detailed overview of the global liquid biopsy market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market centric strategies according to the ongoing and expected trends in the future.    

About Research Nester:

Research Nester is a leading service provider for strategic market research and consulting. We aim to provide unbiased, unparalleled market insights and industry analysis to help industries, conglomerates and executives to take wise decisions for their future marketing strategy, expansion and investment etc. We believe every business can expand to its new horizon, provided a right guidance at a right time is available through strategic minds. Our out of box thinking helps our clients to take wise decision in order to avoid future uncertainties.

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Email: info@researchnester.com

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[market-researcher]

HLA Typing for Transplant Market Opportunities, Size, Share, Emerging Trends, Technological Innovation And Forecasts

Research Nester published a report titled “HLA Typing for Transplant Market: Global Demand Analysis & Opportunity Outlook 2028” which delivers a detailed overview of the global HLA typing for transplant market in terms of market segmentation by technology, products, application, end-user and by region.

Further, for the in-depth analysis, the report encompasses the industry growth drivers, restraints, supply and demand risk, market attractiveness, BPS analysis, and Porter’s five force model.

Human leukocyte antigens are proteins inherited from the parents and helps in the growth and development of new healthy blood cells and also eliminate the risk of post-transplant complications. Human leukocyte antigen (HLA) typing is a type of genetic test used to identify certain individual variations in a person’s immune system and to match patients and donors for bone marrow or cord blood transplants.

 The global HLA typing for the transplant market is segmented by technology, by-products, by application & by end-user, out of which, the molecular assay of technology sector segment is anticipated to hold the largest market share on the back of the benefits offered by molecular assays such as low turnaround time, high procedural efficacy, the study of multiple samples, and real-time sample analysis.

 Download/Request Sample Copy of Strategic Report:  https://www.researchnester.com/sample-request-2629

The global HLA typing for the transplant market is anticipated to record a notable CAGR over the forecast period i.e. 2020-2028. Rising transplant failures which led an upsurge to match the organ transplant feasibility before the surgery to avoid any kind of loss, rise in the number of transplantation procedures and the number of older adult organ donors, increase in technological advancements in HLA typing field coupled within the investment and funding for research purposes are some of the factors anticipated to promote towards the growth of the global HLA typing for the transplant market.

Based on geographically, the HLA typing for the transplant market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America, and the Middle East & Africa region. North America is projected to hold the largest share of the global market over the forecast period on account of the presence of a highly developed healthcare system, the large volume of organ transplantation procedures performed in the region, high adoption of innovative transplant diagnostic technologies (includes HLA typing) among medical professionals.

Escalating Number of Transplantation Procedures To Enhance the Global Market

Increasing numbers of transplantation procedures, increase in the number of older adult organ donors, increase in technological advancements in HLA typing, increasing investments and funding for research for advancements in healthcare technology, along with the increasing awareness levels for such technology are some of the factors estimated to drive the global HLA typing for the transplant market over the forecast period.

However, high costs associated with molecular HLA typing, stringent policies, and norms are expected to operate as a key restraint to the growth of HLA typing for the transplant market over the forecast period.

Download Sample of This Strategic Report: 

https://www.researchnester.com/sample-request-2629

 This report also provides the existing competitive scenario of some of the key players of the HLA typing for transplant market which includes company profiling of Thermo Fisher Scientific, Inc. (NYSE: TMO), QIAGEN N.V. (NYSE: QGEN), Illumina (NASDAQ: ILMN), CareDx, Inc. (NASDAQ: CDNA), Immucor, Inc. (NASDAQ: BLUD), Bio-Rad Laboratories, Inc. (NYSE: BIO), F. Hoffman-La Roche Ltd. (SWX: RO), Biofortuna, Takara Bio (TYO: 4974) and Omixon Inc. The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials, and recent news and developments. On the whole, the report depicts a detailed overview of the global HLA typing for transplant market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market-centric strategies according to the ongoing and expected trends in the future.

Browse Complete Summary of this report @ 

https://www.researchnester.com/reports/hla-typing-for-transplant-market/2629

 Research Nester is a one-stop service provider, leading in strategic market research and consulting with an unbiased and unparalleled approach towards helping global industrial players, conglomerates and executives to make wise decisions for their future investment and expansion by providing them qualitative market insights and strategies while avoiding future uncertainties. We believe in honesty and sheer hard work that we trust is reflected in our work ethics. Our vision is not just limited to gain the trust of our clients but also to be equally respected by our employees and being appreciated by the competitors.

For more information, please contact:

AJ Daniel

Research Nester Email: info@researchnester.com Tel: +1-6465869123

[stock-filter]

Stock daily Filter Report for 2021/05/05 05-40-07

*******************Part 1.0 Big Cap Industry Overiew********************* big_industry_uptrending_count tickers industry Basic Materials 20 Communication Services 13 Consumer Cyclical 29 Consumer Defensive 17 Energy 12 Financial Services 50 Healthcare 35 Industrials 41 Real Estate 23 Technology 13 Utilities 21 unknown 5 **************************************** big_industry_downtrending_count tickers industry Basic Materials 2 Communication Services 17 Consumer Cyclical 8 Consumer Defensive 2 Energy 1 Financial Services 6 Healthcare 11 Industrials 3 Real Estate 1 Technology 15 Utilities 3 *******************Part 1.1 Big Cap Long Entry SPAN MACD********************* big_long_signal_entry_span_macd Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 1.2 Big Cap Short Entry SPAN MACD********************* big_short_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 28 NOW 1 0.00 big-cap Short NaN -2.0 1.173591e+09 -4.0 Technology 68 TWLO 1 0.00 big-cap Short NaN -1.0 1.135841e+09 -4.0 Communication Services 253 SEDG 1 0.00 big-cap Short NaN -1.0 9.648559e+08 -5.0 Technology 183 EXAS 1 0.00 big-cap Short NaN -1.0 3.573183e+08 -4.0 Healthcare 295 CREE 3 -5.27 big-cap Short NaN -4.0 2.399647e+08 -4.0 Technology 334 FSLR 1 0.00 big-cap Short NaN -1.0 2.271920e+08 -3.0 Technology 302 IPGP 1 0.00 big-cap Short NaN -1.0 1.666891e+08 -3.0 Technology Mean Return: -5.27 Mean Day/Week: 9.0 Accuracy:1.0 *******************Part 1.3 Big Cap Long Entry SPAN********************* big_long_signal_entry_span Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 1.4 Big Cap Short Entry SPAN********************* big_short_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 100 TWTR 2 -0.33 big-cap Short NaN -12.0 1.562069e+09 -5.0 Communication Services 28 NOW 1 0.00 big-cap Short NaN -2.0 1.173591e+09 -4.0 Technology 68 TWLO 1 0.00 big-cap Short NaN -1.0 1.135841e+09 -4.0 Communication Services 253 SEDG 1 0.00 big-cap Short NaN -1.0 9.648559e+08 -5.0 Technology 183 EXAS 1 0.00 big-cap Short NaN -1.0 3.573183e+08 -4.0 Healthcare 295 CREE 3 -5.27 big-cap Short NaN -4.0 2.399647e+08 -4.0 Technology 334 FSLR 1 0.00 big-cap Short NaN -1.0 2.271920e+08 -3.0 Technology 242 CTXS 2 -3.40 big-cap Short NaN -11.0 2.135616e+08 -4.0 Technology 302 IPGP 1 0.00 big-cap Short NaN -1.0 1.666891e+08 -3.0 Technology Mean Return: -3.0 Mean Day/Week: 4.333333333333333 Accuracy:1.0 *******************Part 1.5 Big Cap Long Entry MACD********************* big_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 1 FB 4 -3.42 big-cap Long NaN 4.0 7.430775e+09 38.0 Communication Services 6 VZ 1 0.00 big-cap Long NaN 1.0 1.249846e+09 27.0 Communication Services 60 FDX 4 2.87 big-cap Long NaN 4.0 7.311079e+08 34.0 Industrials 34 SCHW 4 -2.26 big-cap Long NaN 4.0 7.294875e+08 78.0 Financial Services 91 COF 5 5.24 big-cap Long NaN 5.0 5.948635e+08 78.0 Financial Services 65 PNC 4 2.22 big-cap Long NaN 4.0 5.096870e+08 78.0 Financial Services 259 NUE 1 0.00 big-cap Long NaN 1.0 4.528896e+08 56.0 Basic Materials 58 USB 4 0.98 big-cap Long NaN 4.0 4.500047e+08 64.0 Financial Services 36 AXP 3 0.77 big-cap Long NaN 3.0 3.765536e+08 78.0 Financial Services 115 LHX 1 0.00 big-cap Long NaN 1.0 3.690059e+08 42.0 Industrials 204 SYF 2 2.08 big-cap Long NaN 2.0 3.357811e+08 78.0 unknown 169 WMB 2 -0.77 big-cap Long NaN 2.0 3.012715e+08 78.0 Energy 147 SPG 4 -1.58 big-cap Long NaN 4.0 2.940860e+08 78.0 Real Estate 89 AON 3 0.99 big-cap Long NaN 3.0 2.866169e+08 78.0 Financial Services 118 BK 4 0.82 big-cap Long NaN 4.0 2.610902e+08 46.0 Financial Services 237 KEY 4 1.56 big-cap Long NaN 4.0 2.436932e+08 78.0 Financial Services 139 KMI 4 -0.68 big-cap Long NaN 4.0 2.404538e+08 78.0 Energy 219 MLM 1 0.00 big-cap Long NaN 1.0 2.380482e+08 78.0 Basic Materials 249 CFG 2 2.60 big-cap Long NaN 2.0 2.332569e+08 78.0 Financial Services 135 PAYX 1 0.00 big-cap Long NaN 1.0 2.093843e+08 41.0 Industrials 149 HSY 3 1.59 big-cap Long NaN 3.0 2.071353e+08 41.0 Consumer Defensive 202 FITB 2 2.10 big-cap Long NaN 2.0 2.052666e+08 78.0 Financial Services 97 GD 1 0.00 big-cap Long NaN 1.0 1.771163e+08 65.0 unknown 335 MHK 2 -0.52 big-cap Long NaN 2.0 1.630518e+08 78.0 Consumer Cyclical 93 EPD 1 0.00 big-cap Long NaN 4.0 1.585736e+08 46.0 Energy 247 LNG 3 2.60 big-cap Long NaN 3.0 1.579218e+08 78.0 Energy 198 ABC 2 1.66 big-cap Long NaN 2.0 1.576616e+08 42.0 Healthcare 269 CE 2 3.35 big-cap Long NaN 2.0 1.542982e+08 52.0 Basic Materials 239 HES 2 0.27 big-cap Long NaN 2.0 1.517077e+08 78.0 Energy 137 AFL 2 0.68 big-cap Long NaN 2.0 1.464401e+08 78.0 Financial Services 231 AMCR 1 0.00 big-cap Long NaN 1.0 1.441593e+08 42.0 Consumer Cyclical 148 CTVA 5 1.25 big-cap Long NaN 5.0 1.428286e+08 78.0 Basic Materials 32 TD 4 -1.27 big-cap Long NaN 4.0 1.330657e+08 78.0 Financial Services 229 ET 5 2.51 big-cap Long NaN 5.0 1.328861e+08 65.0 Energy 172 YUMC 4 -2.47 big-cap Long NaN 5.0 1.302870e+08 7.0 Consumer Cyclical 326 WRK 3 3.71 big-cap Long NaN 3.0 1.195241e+08 46.0 Consumer Cyclical 164 WLTW 4 5.83 big-cap Long NaN 4.0 1.172645e+08 78.0 Financial Services 54 ENB 4 1.06 big-cap Long NaN 4.0 1.158772e+08 78.0 Energy 315 NLY 5 1.12 big-cap Long NaN 5.0 1.120638e+08 37.0 Real Estate 283 EMN 4 3.89 big-cap Long NaN 4.0 1.028366e+08 78.0 Basic Materials 173 MPLX 2 3.08 big-cap Long NaN 2.0 9.944503e+07 78.0 Energy 185 DTE 4 0.76 big-cap Long NaN 4.0 9.559493e+07 42.0 Utilities 199 CBRE 4 0.33 big-cap Long NaN 4.0 9.186467e+07 78.0 Real Estate 25 RY 4 -0.41 big-cap Long NaN 4.0 8.834525e+07 78.0 Financial Services 275 CINF 2 1.22 big-cap Long NaN 2.0 8.383672e+07 78.0 Financial Services 276 BXP 4 -0.91 big-cap Long NaN 4.0 7.960554e+07 50.0 Real Estate 87 BMO 4 -0.83 big-cap Long NaN 4.0 7.322097e+07 78.0 Financial Services 92 VOD 1 0.00 big-cap Long NaN 1.0 6.686115e+07 78.0 Communication Services 289 HAS 4 -0.20 big-cap Long NaN 4.0 6.307239e+07 17.0 Consumer Cyclical 338 CBOE 2 1.08 big-cap Long NaN 2.0 6.044719e+07 55.0 Financial Services 73 EQNR 5 -2.78 big-cap Long NaN 5.0 4.659738e+07 16.0 Energy 114 CM 4 0.40 big-cap Long NaN 4.0 4.517653e+07 78.0 Financial Services 224 QSR 3 1.84 big-cap Long NaN 3.0 4.424751e+07 46.0 Consumer Cyclical 113 BCE 5 1.55 big-cap Long NaN 5.0 3.956352e+07 42.0 Communication Services 277 LBTYK 4 -1.83 big-cap Long NaN 4.0 3.686827e+07 40.0 unknown 271 IMO 4 7.67 big-cap Long NaN 4.0 3.229418e+07 78.0 Energy 278 LBTYA 4 -1.40 big-cap Long NaN 4.0 2.936007e+07 39.0 Communication Services 265 PBA 4 0.97 big-cap Long NaN 5.0 2.383930e+07 46.0 Energy 205 GIB 5 2.89 big-cap Long NaN 5.0 1.649985e+07 40.0 Technology 132 LYG 4 -1.57 big-cap Long NaN 4.0 1.382843e+07 78.0 Financial Services Mean Return: 0.9929411764705881 Mean Day/Week: 3.7254901960784315 Accuracy:0.6862745098039216 *******************Part 1.6 Big Cap Short Entry MACD********************* big_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 42 SNAP 1 0.00 big-cap Short NaN -1.0 2.225233e+09 -12.0 Communication Services 59 PLTR 1 0.00 big-cap Short NaN -1.0 1.350497e+09 -50.0 Technology 78 ROKU 2 -4.69 big-cap Short NaN -2.0 1.202361e+09 -43.0 Communication Services 28 NOW 1 0.00 big-cap Short NaN -2.0 1.173591e+09 -4.0 Technology 68 TWLO 1 0.00 big-cap Short NaN -1.0 1.135841e+09 -4.0 Communication Services 253 SEDG 1 0.00 big-cap Short NaN -1.0 9.648559e+08 -5.0 Technology 112 TDOC 1 0.00 big-cap Short NaN -1.0 9.398865e+08 -44.0 Healthcare 179 ENPH 2 -6.29 big-cap Short NaN -2.0 8.308834e+08 -45.0 Technology 62 SPOT 3 -4.81 big-cap Short NaN -3.0 5.848910e+08 -48.0 Communication Services 322 BYND 1 0.00 big-cap Short NaN -1.0 4.455082e+08 -39.0 Consumer Defensive 280 RUN 1 0.00 big-cap Short NaN -1.0 4.326281e+08 -52.0 Technology 301 CHGG 1 0.00 big-cap Short NaN -1.0 4.170945e+08 -44.0 Consumer Defensive 119 XPEV 3 -3.15 big-cap Short NaN -3.0 3.921882e+08 -64.0 Consumer Cyclical 183 EXAS 1 0.00 big-cap Short NaN -1.0 3.573183e+08 -4.0 Healthcare 57 ILMN 3 -3.72 big-cap Short NaN -3.0 3.371250e+08 -28.0 Healthcare 299 FSLY 1 0.00 big-cap Short NaN -1.0 2.499143e+08 -53.0 Technology 162 SPLK 4 -6.66 big-cap Short NaN -4.0 2.446426e+08 -137.0 Technology 186 TTWO 2 -1.63 big-cap Short NaN -2.0 2.433707e+08 -50.0 Communication Services 144 DDOG 1 0.00 big-cap Short NaN -1.0 2.420799e+08 -50.0 Technology 50 BEKE 2 -2.15 big-cap Short NaN -2.0 2.419575e+08 -44.0 Real Estate 295 CREE 3 -5.27 big-cap Short NaN -4.0 2.399647e+08 -4.0 Technology 334 FSLR 1 0.00 big-cap Short NaN -1.0 2.271920e+08 -3.0 Technology 200 HOLX 4 -0.46 big-cap Short NaN -5.0 2.004097e+08 -11.0 Healthcare 302 IPGP 1 0.00 big-cap Short NaN -1.0 1.666891e+08 -3.0 Technology 9 NVS 3 0.47 big-cap Short NaN -3.0 1.643273e+08 -6.0 Healthcare 232 PAGS 1 0.00 big-cap Short NaN -1.0 7.782243e+07 -41.0 Technology 227 ALNY 1 0.00 big-cap Short NaN -1.0 7.262546e+07 -44.0 Healthcare 294 QGEN 2 0.67 big-cap Short NaN -4.0 6.408499e+07 -48.0 Healthcare 272 MASI 1 0.00 big-cap Short NaN -1.0 5.020635e+07 -51.0 Healthcare 290 ERIE 3 -0.63 big-cap Short NaN -3.0 1.287882e+07 -43.0 Financial Services Mean Return: -2.947692307692307 Mean Day/Week: 4.076923076923077 Accuracy:0.8461538461538461 *******************Part 1.7 Big Cap Long Maintainance********************* big_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 0 GOOG 21 5.82 big-cap Long NaN 21.0 3.970549e+09 78.0 Communication Services 159 BNTX 16 33.88 big-cap Long NaN 23.0 2.130211e+09 25.0 Healthcare 10 PFE 16 7.37 big-cap Long NaN 39.0 2.045805e+09 27.0 Healthcare 8 T 9 2.12 big-cap Long NaN 9.0 1.660615e+09 31.0 Communication Services 3 V 14 2.57 big-cap Long NaN 19.0 1.325575e+09 46.0 Financial Services 20 UPS 6 10.04 big-cap Long NaN 28.0 1.222635e+09 27.0 Industrials 4 UNH 18 9.05 big-cap Long NaN 42.0 1.222479e+09 38.0 Healthcare 23 WFC 13 4.45 big-cap Long NaN 13.0 1.124237e+09 78.0 Financial Services 30 IBM 11 5.48 big-cap Long NaN 11.0 8.986339e+08 39.0 Technology 15 COST 12 1.81 big-cap Long NaN 31.0 7.377762e+08 20.0 Consumer Defensive 18 MDT 21 5.98 big-cap Long NaN 22.0 7.228003e+08 29.0 Healthcare 33 RTX 7 3.60 big-cap Long NaN 7.0 6.983755e+08 78.0 Industrials 281 IT 9 15.18 big-cap Long NaN 9.0 5.820898e+08 78.0 Technology 16 MCD 28 4.30 big-cap Long NaN 39.0 5.746146e+08 37.0 Consumer Cyclical 46 SPGI 41 15.00 big-cap Long NaN 66.0 5.591114e+08 46.0 Financial Services 40 ISRG 11 5.14 big-cap Long NaN 24.0 5.373606e+08 18.0 Healthcare 41 VALE 13 4.48 big-cap Long NaN 21.0 5.199525e+08 22.0 Basic Materials 49 ANTM 14 5.08 big-cap Long NaN 47.0 5.105634e+08 43.0 Healthcare 250 STX 21 12.19 big-cap Long NaN 21.0 5.075324e+08 78.0 Technology 51 CCI 27 6.10 big-cap Long NaN 35.0 5.072328e+08 37.0 Real Estate 287 NUAN 15 0.21 big-cap Long NaN 19.0 5.029605e+08 17.0 Technology 24 PM 18 4.20 big-cap Long NaN 18.0 5.008853e+08 64.0 Consumer Defensive 312 PPD 24 20.72 big-cap Long NaN 36.0 4.932143e+08 39.0 Healthcare 26 CHTR 7 3.10 big-cap Long NaN 14.0 4.881148e+08 14.0 Communication Services 29 BLK 18 3.52 big-cap Long NaN 35.0 4.504544e+08 27.0 Financial Services 31 AMT 14 0.75 big-cap Long NaN 34.0 4.366050e+08 31.0 Real Estate 61 SHW 21 9.27 big-cap Long NaN 37.0 4.279180e+08 31.0 Basic Materials 21 AZN 8 1.36 big-cap Long NaN 36.0 4.216096e+08 14.0 Healthcare 14 ACN 34 10.31 big-cap Long NaN 37.0 4.207456e+08 38.0 Technology 12 DHR 9 1.27 big-cap Long NaN 27.0 4.109993e+08 17.0 Healthcare 83 HUM 16 10.59 big-cap Long NaN 46.0 4.088072e+08 20.0 Healthcare 161 SWK 41 12.45 big-cap Long NaN 46.0 3.938900e+08 46.0 Industrials 56 CSX 10 -1.00 big-cap Long NaN 51.0 3.884722e+08 41.0 Industrials 80 BSX 15 9.02 big-cap Long NaN 15.0 3.859593e+08 64.0 unknown 127 ALXN 13 2.94 big-cap Long NaN 14.0 3.827303e+08 14.0 Healthcare 343 MOS 7 -1.19 big-cap Long NaN 7.0 3.791892e+08 78.0 Basic Materials 261 CZR 6 -6.25 big-cap Long NaN 6.0 3.505753e+08 78.0 Consumer Cyclical 74 HCA 13 4.77 big-cap Long NaN 13.0 3.452724e+08 78.0 Healthcare 70 APD 8 0.00 big-cap Long NaN 42.0 3.377245e+08 32.0 Basic Materials 264 DPZ 12 8.77 big-cap Long NaN 36.0 3.194179e+08 21.0 Consumer Cyclical 140 ORLY 28 12.08 big-cap Long NaN 52.0 3.124293e+08 39.0 Consumer Cyclical 98 CTSH 7 2.15 big-cap Long NaN 37.0 3.064375e+08 27.0 Technology 120 INFO 36 13.08 big-cap Long NaN 40.0 3.033887e+08 46.0 Industrials 67 NSC 10 2.59 big-cap Long NaN 10.0 2.971490e+08 78.0 Industrials 129 PPG 14 15.42 big-cap Long NaN 42.0 2.969286e+08 41.0 Basic Materials 207 VMC 15 8.55 big-cap Long NaN 15.0 2.851425e+08 78.0 Basic Materials 170 DFS 7 8.44 big-cap Long NaN 7.0 2.808472e+08 78.0 Financial Services 48 ZTS 10 2.15 big-cap Long NaN 30.0 2.767423e+08 17.0 Healthcare 82 PGR 22 6.67 big-cap Long NaN 44.0 2.754304e+08 29.0 Financial Services 178 SIVB 8 1.59 big-cap Long NaN 8.0 2.745234e+08 78.0 Financial Services 214 KSU 11 -0.43 big-cap Long NaN 36.0 2.671965e+08 42.0 Industrials 158 OTIS 34 14.22 big-cap Long NaN 46.0 2.656188e+08 39.0 Industrials 128 ALL 28 10.96 big-cap Long NaN 44.0 2.601313e+08 46.0 Financial Services 116 SYY 9 0.99 big-cap Long NaN 9.0 2.586122e+08 78.0 Consumer Defensive 243 TSCO 13 7.24 big-cap Long NaN 13.0 2.464509e+08 78.0 Consumer Cyclical 194 O 31 10.95 big-cap Long NaN 37.0 2.441067e+08 41.0 Real Estate 125 XEL 17 5.68 big-cap Long NaN 40.0 2.430242e+08 30.0 Utilities 109 ROST 20 6.91 big-cap Long NaN 20.0 2.315862e+08 28.0 Consumer Cyclical 209 EPAM 25 18.12 big-cap Long NaN 25.0 2.306782e+08 40.0 Technology 333 XPO 23 10.66 big-cap Long NaN 23.0 2.283983e+08 28.0 Industrials 85 BX 27 18.47 big-cap Long NaN 27.0 2.266017e+08 78.0 Financial Services 79 EW 11 4.26 big-cap Long NaN 24.0 2.242373e+08 18.0 Healthcare 157 DHI 39 22.38 big-cap Long NaN 39.0 2.239717e+08 73.0 Consumer Cyclical 189 LH 27 7.99 big-cap Long NaN 27.0 2.228520e+08 78.0 Healthcare 123 IQV 23 16.30 big-cap Long NaN 23.0 2.183065e+08 78.0 Healthcare 88 WM 35 13.85 big-cap Long NaN 45.0 2.157773e+08 42.0 Industrials 146 VFC 10 3.53 big-cap Long NaN 25.0 2.151404e+08 22.0 Consumer Cyclical 104 TEL 8 -1.01 big-cap Long NaN 8.0 2.144252e+08 29.0 Technology 103 DLR 11 1.46 big-cap Long NaN 31.0 2.135920e+08 27.0 Real Estate 66 ITW 13 5.24 big-cap Long NaN 51.0 2.038065e+08 42.0 Industrials 175 WY 8 2.62 big-cap Long NaN 23.0 2.021484e+08 78.0 Real Estate 251 DISH 10 12.06 big-cap Long NaN 10.0 2.004566e+08 42.0 Communication Services 75 MMC 38 13.97 big-cap Long NaN 60.0 1.890880e+08 42.0 Financial Services 240 CMS 24 6.40 big-cap Long NaN 41.0 1.865710e+08 31.0 Utilities 166 AME 27 6.73 big-cap Long NaN 28.0 1.831516e+08 42.0 Industrials 286 CRL 21 11.68 big-cap Long NaN 21.0 1.828238e+08 78.0 Healthcare 311 XRAY 26 10.66 big-cap Long NaN 44.0 1.779877e+08 46.0 Healthcare 107 PSA 30 14.15 big-cap Long NaN 73.0 1.779222e+08 63.0 Real Estate 156 ADM 7 8.29 big-cap Long NaN 7.0 1.764784e+08 78.0 Consumer Defensive 101 STZ 10 -0.11 big-cap Long NaN 12.0 1.755156e+08 15.0 Consumer Defensive 142 PRU 15 4.47 big-cap Long NaN 15.0 1.728517e+08 78.0 Financial Services 105 ROP 10 4.33 big-cap Long NaN 36.0 1.723721e+08 23.0 Industrials 145 SBAC 14 2.92 big-cap Long NaN 37.0 1.722569e+08 31.0 Real Estate 45 PLD 14 2.88 big-cap Long NaN 31.0 1.707054e+08 37.0 Real Estate 330 ICLR 8 0.80 big-cap Long NaN 27.0 1.629724e+08 14.0 Healthcare 266 ALLY 6 2.68 big-cap Long NaN 6.0 1.619903e+08 78.0 Financial Services 181 AMP 22 8.00 big-cap Long NaN 22.0 1.604255e+08 78.0 Financial Services 191 NDAQ 36 11.57 big-cap Long NaN 36.0 1.598612e+08 78.0 Financial Services 150 BLL 11 1.52 big-cap Long NaN 28.0 1.591908e+08 18.0 Consumer Cyclical 165 FAST 13 5.92 big-cap Long NaN 36.0 1.585751e+08 28.0 Industrials 197 EFX 13 22.86 big-cap Long NaN 32.0 1.576617e+08 24.0 Industrials 37 GSK 7 -0.74 big-cap Long NaN 39.0 1.570719e+08 14.0 Healthcare 143 YUM 34 7.42 big-cap Long NaN 36.0 1.558172e+08 36.0 Consumer Cyclical 102 TRI 23 7.76 big-cap Long NaN 23.0 1.555832e+08 50.0 Industrials 188 KKR 22 8.50 big-cap Long NaN 22.0 1.542769e+08 78.0 Financial Services 235 FE 11 4.13 big-cap Long NaN 11.0 1.528858e+08 78.0 Utilities 308 PHM 10 13.79 big-cap Long NaN 39.0 1.525644e+08 65.0 Consumer Cyclical 168 WCN 29 14.19 big-cap Long NaN 45.0 1.510935e+08 40.0 Industrials 196 WST 13 4.87 big-cap Long NaN 30.0 1.469552e+08 20.0 Healthcare 182 ODFL 42 18.87 big-cap Long NaN 61.0 1.455924e+08 62.0 Industrials 155 MTD 12 0.49 big-cap Long NaN 28.0 1.450159e+08 21.0 Healthcare 340 AAP 18 10.53 big-cap Long NaN 52.0 1.432022e+08 45.0 Consumer Cyclical 124 MSCI 21 9.38 big-cap Long NaN 27.0 1.424253e+08 24.0 Financial Services 126 TT 8 -0.33 big-cap Long NaN 8.0 1.418850e+08 63.0 Industrials 215 ETR 19 7.51 big-cap Long NaN 39.0 1.392498e+08 36.0 Utilities 292 AVY 22 11.90 big-cap Long NaN 22.0 1.370220e+08 78.0 Industrials 226 XYL 20 9.19 big-cap Long NaN 38.0 1.334460e+08 28.0 Industrials 210 GWW 14 12.22 big-cap Long NaN 50.0 1.283050e+08 34.0 Industrials 216 NTRS 6 3.69 big-cap Long NaN 6.0 1.235537e+08 65.0 Financial Services 248 STE 18 6.32 big-cap Long NaN 37.0 1.231913e+08 24.0 Healthcare 151 RSG 28 9.78 big-cap Long NaN 43.0 1.231413e+08 33.0 Industrials 212 IP 28 10.73 big-cap Long NaN 48.0 1.219950e+08 46.0 Consumer Cyclical 257 DRE 18 7.03 big-cap Long NaN 35.0 1.218403e+08 39.0 Real Estate 192 VRSN 9 3.23 big-cap Long NaN 30.0 1.194444e+08 23.0 Technology 282 GPC 8 6.34 big-cap Long NaN 8.0 1.180552e+08 53.0 Consumer Cyclical 180 ARE 12 2.45 big-cap Long NaN 34.0 1.142964e+08 23.0 Real Estate 225 APO 9 4.30 big-cap Long NaN 14.0 1.109701e+08 15.0 Financial Services 284 OMC 8 2.85 big-cap Long NaN 8.0 1.105312e+08 78.0 Communication Services 228 TRU 11 9.96 big-cap Long NaN 35.0 1.093139e+08 23.0 Industrials 274 VICI 13 5.72 big-cap Long NaN 20.0 1.092765e+08 65.0 Real Estate 121 LBRDK 12 4.01 big-cap Long NaN 13.0 1.089809e+08 14.0 Communication Services 106 TRP 23 5.80 big-cap Long NaN 42.0 1.062272e+08 44.0 Energy 195 AJG 28 15.40 big-cap Long NaN 51.0 1.058716e+08 42.0 Financial Services 325 LKQ 6 5.55 big-cap Long NaN 6.0 1.058524e+08 65.0 Consumer Cyclical 267 POOL 13 12.34 big-cap Long NaN 38.0 9.954348e+07 21.0 Consumer Cyclical 167 CPRT 10 0.82 big-cap Long NaN 23.0 9.578077e+07 19.0 Industrials 241 PEAK 27 6.13 big-cap Long NaN 38.0 8.908543e+07 42.0 Real Estate 255 EXR 31 14.74 big-cap Long NaN 73.0 8.818353e+07 65.0 Real Estate 234 DOV 38 12.68 big-cap Long NaN 48.0 8.770695e+07 46.0 Industrials 252 MAA 36 8.50 big-cap Long NaN 36.0 8.750479e+07 76.0 Real Estate 221 AEE 30 6.43 big-cap Long NaN 42.0 8.684439e+07 39.0 Utilities 303 FBHS 24 12.79 big-cap Long NaN 38.0 8.675032e+07 28.0 Consumer Cyclical 273 FMC 6 0.33 big-cap Long NaN 37.0 8.609723e+07 15.0 Basic Materials 233 INVH 27 7.73 big-cap Long NaN 36.0 8.500534e+07 39.0 Real Estate 328 UHS 19 11.29 big-cap Long NaN 39.0 8.329988e+07 23.0 Healthcare 268 MAS 27 8.96 big-cap Long NaN 39.0 7.999616e+07 39.0 Industrials 171 FRC 8 2.93 big-cap Long NaN 8.0 7.883176e+07 78.0 Financial Services 223 COO 14 2.88 big-cap Long NaN 14.0 7.781957e+07 78.0 Healthcare 238 NVR 7 3.53 big-cap Long NaN 23.0 7.037684e+07 74.0 Consumer Cyclical 345 PWR 22 6.18 big-cap Long NaN 22.0 6.865859e+07 78.0 Industrials 336 TXT 25 17.14 big-cap Long NaN 39.0 6.851241e+07 78.0 Industrials 317 CNP 21 5.61 big-cap Long NaN 39.0 6.764995e+07 37.0 Utilities 346 WLK 8 4.71 big-cap Long NaN 14.0 6.752990e+07 42.0 Basic Materials 184 FNV 18 5.11 big-cap Long NaN 38.0 6.747828e+07 24.0 Basic Materials 35 DEO 20 5.95 big-cap Long NaN 20.0 6.325323e+07 45.0 Consumer Defensive 300 CCK 23 10.29 big-cap Long NaN 23.0 6.053949e+07 40.0 Consumer Cyclical 310 WPC 13 4.39 big-cap Long NaN 35.0 6.031538e+07 28.0 Real Estate 22 BUD 12 2.83 big-cap Long NaN 34.0 5.855461e+07 18.0 Consumer Defensive 293 MOH 18 9.49 big-cap Long NaN 39.0 5.801045e+07 39.0 Healthcare 342 CPT 36 8.84 big-cap Long NaN 36.0 5.305775e+07 65.0 Real Estate 296 L 20 7.56 big-cap Long NaN 20.0 5.295259e+07 78.0 Financial Services 341 TTC 27 10.98 big-cap Long NaN 27.0 5.049230e+07 78.0 Industrials 262 TW 22 5.58 big-cap Long NaN 22.0 4.861735e+07 65.0 Financial Services 320 ELS 19 5.13 big-cap Long NaN 36.0 4.751632e+07 37.0 Real Estate 323 TREX 7 -0.79 big-cap Long NaN 18.0 4.633523e+07 18.0 Industrials 319 CG 16 11.63 big-cap Long NaN 16.0 4.484046e+07 78.0 Financial Services 305 EVRG 36 8.39 big-cap Long NaN 43.0 4.391134e+07 43.0 Utilities 246 SUI 12 3.86 big-cap Long NaN 33.0 3.701785e+07 37.0 Real Estate 327 RPM 13 4.54 big-cap Long NaN 40.0 3.429996e+07 36.0 Basic Materials 256 HEI 9 1.55 big-cap Long NaN 21.0 3.385024e+07 19.0 Industrials 306 BRO 17 11.06 big-cap Long NaN 23.0 3.356657e+07 23.0 Financial Services 314 GGG 11 2.16 big-cap Long NaN 29.0 3.288686e+07 23.0 Industrials 324 FNF 25 11.89 big-cap Long NaN 25.0 2.918488e+07 40.0 Financial Services 201 CCEP 14 2.23 big-cap Long NaN 14.0 2.440437e+07 78.0 Consumer Defensive 217 FTS 27 2.28 big-cap Long NaN 40.0 1.671812e+07 40.0 Utilities 163 SLF 7 1.29 big-cap Long NaN 7.0 1.569672e+07 78.0 Financial Services 122 LBRDA 7 2.09 big-cap Long NaN 13.0 1.151341e+07 14.0 Communication Services 220 PKX 31 23.33 big-cap Long NaN 45.0 1.062525e+07 46.0 Basic Materials 263 SHG 8 2.37 big-cap Long NaN 44.0 4.912167e+06 42.0 Financial Services 245 VAR 13 0.21 big-cap Long NaN 13.0 0.000000e+00 65.0 Healthcare Mean Return: 7.130235294117647 Mean Day/Week: 17.694117647058825 Accuracy:0.9411764705882353 *******************Part 1.8 Big Cap Short Maintainance********************* big_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 43 BIDU 7 -7.84 big-cap Short NaN -46.0 1.469881e+09 -29.0 Communication Services 52 ATVI 10 -4.84 big-cap Short NaN -10.0 1.199502e+09 -12.0 Communication Services 96 PTON 9 -4.67 big-cap Short NaN -9.0 8.767072e+08 -51.0 Consumer Cyclical 244 PENN 6 -3.22 big-cap Short NaN -33.0 4.506639e+08 -23.0 Consumer Cyclical 297 SPCE 22 -32.45 big-cap Short NaN -50.0 3.361585e+08 -42.0 Industrials 218 DISCA 6 -6.42 big-cap Short NaN -28.0 2.507837e+08 -22.0 Communication Services 230 IQ 26 -10.50 big-cap Short NaN -29.0 2.294663e+08 -28.0 Communication Services 141 PCAR 6 -1.30 big-cap Short NaN -33.0 2.122972e+08 -16.0 Industrials 153 LI 19 -17.29 big-cap Short NaN -19.0 1.678641e+08 -70.0 Consumer Cyclical 337 NRG 11 -6.43 big-cap Short NaN -34.0 1.101824e+08 -34.0 Utilities 95 LU 6 -16.62 big-cap Short NaN -51.0 1.080076e+08 -37.0 Financial Services 77 SCCO 10 -3.19 big-cap Short NaN -10.0 5.561416e+07 -12.0 Basic Materials 307 BAP 15 -19.74 big-cap Short NaN -51.0 5.017085e+07 -47.0 Financial Services 298 BEP 11 -6.50 big-cap Short NaN -11.0 2.569741e+07 -50.0 Utilities 193 TLK 6 2.65 big-cap Short NaN -77.0 3.312509e+06 -26.0 Communication Services Mean Return: -9.224 Mean Day/Week: 11.333333333333334 Accuracy:0.9333333333333333 ************************************** ************************************** ************************************** *******************Part 2.0 Small Cap Industry Overiew********************* small_industry_uptrending_count tickers industry Basic Materials 12 Communication Services 1 Consumer Cyclical 29 Consumer Defensive 4 Energy 3 Financial Services 19 Healthcare 5 Industrials 20 Real Estate 19 Technology 5 Utilities 4 **************************************** small_industry_downtrending_count tickers industry Basic Materials 1 Communication Services 5 Consumer Cyclical 4 Consumer Defensive 2 Financial Services 3 Healthcare 11 Industrials 4 Real Estate 1 Technology 21 Utilities 3 *******************Part 2.1 Small Cap Long Entry SPAN MACD********************* small_long_signal_entry_span_macd Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.2 Small Cap Short Entry SPAN MACD********************* small_short_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 425 LITE 1 0.0 small-cap Short NaN -2.0 1.036089e+08 -3.0 Technology 494 CRUS 2 2.9 small-cap Short NaN -3.0 8.489079e+07 -3.0 Technology 513 QRTEA 1 0.0 small-cap Short NaN -3.0 6.129911e+07 -3.0 Consumer Cyclical 477 SLAB 1 0.0 small-cap Short NaN -4.0 5.226354e+07 -4.0 Technology 502 NATI 1 0.0 small-cap Short NaN -3.0 2.989655e+07 -3.0 Technology Mean Return: 2.9 Mean Day/Week: 6.0 Accuracy:0.0 *******************Part 2.3 Small Cap Long Entry SPAN********************* small_long_signal_entry_span Empty DataFrame Columns: [Symbol, Day, Return, Market Cap, Long/Short, score, MACD Signal Count, Market Value, Span Signal Count, industry] Index: [] Mean Return: nan Mean Day/Week: nan Accuracy:nan *******************Part 2.4 Small Cap Short Entry SPAN********************* small_short_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 425 LITE 1 0.00 small-cap Short NaN -2.0 1.036089e+08 -3.0 Technology 494 CRUS 2 2.90 small-cap Short NaN -3.0 8.489079e+07 -3.0 Technology 366 AZPN 3 -1.87 small-cap Short NaN -15.0 7.584164e+07 -4.0 Technology 513 QRTEA 1 0.00 small-cap Short NaN -3.0 6.129911e+07 -3.0 Consumer Cyclical 477 SLAB 1 0.00 small-cap Short NaN -4.0 5.226354e+07 -4.0 Technology 502 NATI 1 0.00 small-cap Short NaN -3.0 2.989655e+07 -3.0 Technology Mean Return: 0.5149999999999999 Mean Day/Week: 4.5 Accuracy:0.5 *******************Part 2.5 Small Cap Long Entry MACD********************* small_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 418 CLF 1 0.00 small-cap Long NaN 1.0 9.119362e+08 25.0 Basic Materials 414 UAA 4 -2.19 small-cap Long NaN 4.0 2.452148e+08 78.0 Consumer Cyclical 374 TPR 5 1.07 small-cap Long NaN 5.0 1.728749e+08 78.0 Consumer Cyclical 443 BERY 1 0.00 small-cap Long NaN 1.0 1.253637e+08 61.0 Consumer Cyclical 371 SBNY 5 0.66 small-cap Long NaN 5.0 1.250952e+08 78.0 Financial Services 395 CMA 2 2.17 small-cap Long NaN 2.0 1.202994e+08 78.0 Financial Services 356 IPG 3 2.60 small-cap Long NaN 3.0 1.148414e+08 78.0 Communication Services 365 CF 4 0.02 small-cap Long NaN 5.0 1.032006e+08 78.0 Basic Materials 376 LPLA 3 -0.99 small-cap Long NaN 3.0 1.028956e+08 78.0 Financial Services 506 TXRH 4 3.14 small-cap Long NaN 4.0 1.002172e+08 65.0 Consumer Cyclical 479 HUN 2 3.94 small-cap Long NaN 2.0 9.961321e+07 28.0 Basic Materials 387 LAMR 2 1.18 small-cap Long NaN 2.0 9.466511e+07 78.0 Real Estate 436 USFD 5 -0.88 small-cap Long NaN 5.0 9.298793e+07 78.0 Consumer Defensive 417 RL 4 1.52 small-cap Long NaN 4.0 8.512401e+07 78.0 Consumer Cyclical 379 OC 1 0.00 small-cap Long NaN 1.0 7.715097e+07 42.0 Industrials 424 WWD 5 2.20 small-cap Long NaN 5.0 7.283479e+07 29.0 Industrials 510 HBI 1 0.00 small-cap Long NaN 1.0 6.756902e+07 78.0 Consumer Cyclical 388 DECK 2 0.93 small-cap Long NaN 5.0 6.608568e+07 78.0 Consumer Cyclical 409 JLL 1 0.00 small-cap Long NaN 1.0 6.306650e+07 78.0 Real Estate 407 FHN 5 1.82 small-cap Long NaN 5.0 6.304909e+07 78.0 Financial Services 464 CPRI 3 4.49 small-cap Long NaN 3.0 6.063025e+07 78.0 Consumer Cyclical 413 RS 4 3.24 small-cap Long NaN 4.0 5.781728e+07 78.0 Basic Materials 488 CFR 5 5.12 small-cap Long NaN 5.0 3.677868e+07 78.0 Financial Services 473 WES 4 -1.42 small-cap Long NaN 4.0 1.628345e+07 78.0 Energy 373 VEDL 3 3.39 small-cap Long NaN 3.0 1.558755e+07 78.0 Basic Materials 437 ICL 2 0.59 small-cap Long NaN 2.0 2.429733e+06 78.0 Basic Materials Mean Return: 1.5523809523809524 Mean Day/Week: 3.857142857142857 Accuracy:0.8095238095238095 *******************Part 2.6 Small Cap Short Entry MACD********************* small_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 348 BLDP 1 0.00 small-cap Short NaN -1.0 2.673783e+08 -44.0 Industrials 401 FVRR 3 -8.04 small-cap Short NaN -3.0 1.774847e+08 -33.0 Communication Services 352 NVTA 2 -4.17 small-cap Short NaN -2.0 1.657888e+08 -55.0 Healthcare 369 IIVI 3 -3.85 small-cap Short NaN -3.0 1.328745e+08 -44.0 Technology 492 VRNS 2 -2.05 small-cap Short NaN -2.0 1.186247e+08 -34.0 Technology 349 VST 4 -4.56 small-cap Short NaN -5.0 1.049678e+08 -47.0 Utilities 425 LITE 1 0.00 small-cap Short NaN -2.0 1.036089e+08 -3.0 Technology 377 TWST 1 0.00 small-cap Short NaN -1.0 1.025705e+08 -48.0 Healthcare 494 CRUS 2 2.90 small-cap Short NaN -3.0 8.489079e+07 -3.0 Technology 448 NCNO 2 -5.42 small-cap Short NaN -2.0 6.345761e+07 -50.0 Technology 513 QRTEA 1 0.00 small-cap Short NaN -3.0 6.129911e+07 -3.0 Consumer Cyclical 515 SAIL 1 0.00 small-cap Short NaN -1.0 5.323251e+07 -36.0 Technology 477 SLAB 1 0.00 small-cap Short NaN -4.0 5.226354e+07 -4.0 Technology 423 API 4 -9.28 small-cap Short NaN -4.0 4.668670e+07 -34.0 Technology 478 HELE 4 3.24 small-cap Short NaN -4.0 4.439716e+07 -38.0 Consumer Defensive 500 QLYS 1 0.00 small-cap Short NaN -1.0 4.070950e+07 -57.0 Technology 521 POWI 1 0.00 small-cap Short NaN -1.0 3.465008e+07 -43.0 Technology 357 BEPC 4 -5.18 small-cap Short NaN -4.0 3.422101e+07 -59.0 Utilities 502 NATI 1 0.00 small-cap Short NaN -3.0 2.989655e+07 -3.0 Technology 420 SHC 1 0.00 small-cap Short NaN -1.0 2.856715e+07 -33.0 Healthcare 471 FIZZ 4 -5.45 small-cap Short NaN -4.0 2.846855e+07 -38.0 Consumer Defensive 385 VIR 2 -3.80 small-cap Short NaN -4.0 2.113549e+07 -39.0 Healthcare 440 DCT 3 -2.76 small-cap Short NaN -3.0 1.811628e+07 -33.0 Technology 493 ALGM 4 -4.89 small-cap Short NaN -4.0 1.739170e+07 -48.0 Technology Mean Return: -3.807857142857143 Mean Day/Week: 3.7857142857142856 Accuracy:0.8571428571428571 *******************Part 2.7 Small Cap Long Maintaiance********************* small_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 415 PFPT 7 -0.56 small-cap Long NaN 20.0 1.114853e+09 17.0 Technology 351 RH 27 18.04 small-cap Long NaN 31.0 3.501909e+08 33.0 Consumer Cyclical 416 GPS 21 14.10 small-cap Long NaN 21.0 2.369792e+08 52.0 Consumer Cyclical 364 BG 10 5.13 small-cap Long NaN 10.0 2.195184e+08 78.0 Consumer Defensive 421 STLD 6 7.91 small-cap Long NaN 6.0 2.003868e+08 63.0 Basic Materials 358 HSIC 10 10.31 small-cap Long NaN 36.0 1.797294e+08 18.0 Healthcare 406 VER 23 19.30 small-cap Long NaN 23.0 1.740076e+08 50.0 Real Estate 447 SEE 18 16.77 small-cap Long NaN 41.0 1.385218e+08 41.0 Consumer Cyclical 452 AN 10 9.86 small-cap Long NaN 15.0 1.180182e+08 78.0 Consumer Cyclical 384 NI 32 10.13 small-cap Long NaN 38.0 1.178747e+08 37.0 Utilities 386 RE 23 8.64 small-cap Long NaN 26.0 1.138086e+08 57.0 Financial Services 486 YETI 17 4.09 small-cap Long NaN 22.0 1.101286e+08 23.0 Consumer Cyclical 398 PRAH 34 13.47 small-cap Long NaN 49.0 1.099815e+08 78.0 Healthcare 383 AGNC 6 1.47 small-cap Long NaN 28.0 1.090198e+08 78.0 Real Estate 430 KIM 7 2.47 small-cap Long NaN 7.0 9.204672e+07 78.0 Real Estate 504 LEG 15 11.99 small-cap Long NaN 15.0 9.061269e+07 47.0 Consumer Cyclical 411 MIDD 9 -0.31 small-cap Long NaN 9.0 8.403157e+07 52.0 Industrials 453 AXTA 17 9.57 small-cap Long NaN 45.0 8.103142e+07 28.0 Basic Materials 470 HOG 13 17.71 small-cap Long NaN 25.0 7.987927e+07 25.0 Consumer Cyclical 419 G 22 7.03 small-cap Long NaN 40.0 7.695396e+07 40.0 Technology 456 DXC 8 2.77 small-cap Long NaN 25.0 7.530375e+07 28.0 Technology 403 ATH 14 9.15 small-cap Long NaN 14.0 7.489245e+07 78.0 Financial Services 449 VRT 6 -2.06 small-cap Long NaN 20.0 7.397841e+07 23.0 Industrials 505 FR 41 12.42 small-cap Long NaN 41.0 7.379743e+07 61.0 Real Estate 481 MTZ 6 3.91 small-cap Long NaN 6.0 7.255461e+07 78.0 Industrials 354 MMP 12 5.27 small-cap Long NaN 19.0 7.139268e+07 23.0 Energy 355 FND 13 -0.30 small-cap Long NaN 22.0 6.860791e+07 21.0 Consumer Cyclical 517 MAN 20 17.03 small-cap Long NaN 20.0 6.847651e+07 78.0 Industrials 441 BC 15 9.22 small-cap Long NaN 15.0 6.809261e+07 78.0 Consumer Cyclical 459 TRGP 6 4.87 small-cap Long NaN 6.0 6.577669e+07 78.0 Energy 434 NNN 14 5.75 small-cap Long NaN 14.0 6.332135e+07 78.0 Real Estate 509 THC 7 13.44 small-cap Long NaN 7.0 6.301917e+07 78.0 Healthcare 450 FRT 8 2.49 small-cap Long NaN 8.0 6.123493e+07 78.0 Real Estate 458 TOL 10 9.27 small-cap Long NaN 23.0 6.055947e+07 74.0 Consumer Cyclical 523 COTY 7 1.65 small-cap Long NaN 7.0 5.889744e+07 78.0 Consumer Defensive 501 ORI 22 14.30 small-cap Long NaN 42.0 5.870918e+07 78.0 Financial Services 507 SKX 36 17.45 small-cap Long NaN 50.0 5.798368e+07 42.0 Consumer Cyclical 368 PNR 18 7.16 small-cap Long NaN 46.0 5.773732e+07 61.0 Industrials 404 LEVI 17 13.34 small-cap Long NaN 17.0 5.766998e+07 78.0 Consumer Cyclical 485 PVH 6 4.28 small-cap Long NaN 6.0 5.669443e+07 78.0 Consumer Cyclical 400 REG 9 2.76 small-cap Long NaN 9.0 5.645790e+07 78.0 Real Estate 393 SID 13 5.21 small-cap Long NaN 21.0 5.521829e+07 25.0 Basic Materials 467 LSI 22 7.76 small-cap Long NaN 22.0 5.345714e+07 78.0 Real Estate 350 AMH 27 7.56 small-cap Long NaN 36.0 5.227925e+07 40.0 Real Estate 402 AIZ 23 10.31 small-cap Long NaN 41.0 5.204771e+07 39.0 Financial Services 359 IRM 8 -1.09 small-cap Long NaN 11.0 5.064068e+07 78.0 Real Estate 405 RHI 17 8.74 small-cap Long NaN 17.0 4.931743e+07 78.0 Industrials 360 GLPI 13 2.84 small-cap Long NaN 21.0 4.889822e+07 25.0 Real Estate 435 CUBE 26 9.43 small-cap Long NaN 26.0 4.800068e+07 77.0 Real Estate 394 Y 20 5.02 small-cap Long NaN 20.0 4.619984e+07 59.0 Financial Services 429 WAL 7 -0.30 small-cap Long NaN 7.0 4.410116e+07 78.0 Financial Services 519 BRX 7 1.81 small-cap Long NaN 7.0 4.401923e+07 78.0 Real Estate 370 CX 13 9.39 small-cap Long NaN 13.0 4.310113e+07 78.0 Basic Materials 408 CSL 36 19.29 small-cap Long NaN 40.0 4.064971e+07 41.0 Industrials 516 FOXF 10 6.14 small-cap Long NaN 13.0 3.776914e+07 78.0 Consumer Cyclical 389 STOR 9 0.77 small-cap Long NaN 23.0 3.414143e+07 29.0 Real Estate 491 JHG 10 7.43 small-cap Long NaN 38.0 3.362470e+07 23.0 Financial Services 380 ATR 21 6.34 small-cap Long NaN 37.0 3.205984e+07 41.0 Consumer Cyclical 363 WSO 27 14.28 small-cap Long NaN 35.0 3.200484e+07 39.0 Industrials 361 GL 16 3.37 small-cap Long NaN 16.0 3.131442e+07 42.0 Financial Services 438 LECO 10 4.65 small-cap Long NaN 10.0 3.079302e+07 39.0 Industrials 454 TFII 6 8.09 small-cap Long NaN 6.0 3.072177e+07 78.0 Industrials 490 ACC 10 -0.05 small-cap Long NaN 12.0 2.968383e+07 31.0 Real Estate 463 HTA 10 -0.61 small-cap Long NaN 33.0 2.820793e+07 14.0 Real Estate 466 POST 28 8.64 small-cap Long NaN 43.0 2.798968e+07 46.0 Consumer Defensive 508 MDU 14 4.63 small-cap Long NaN 14.0 2.700834e+07 78.0 Basic Materials 445 ITT 8 1.39 small-cap Long NaN 8.0 2.677198e+07 78.0 Industrials 499 CHH 10 1.07 small-cap Long NaN 21.0 2.376703e+07 29.0 Consumer Cyclical 495 IART 13 2.48 small-cap Long NaN 16.0 2.291134e+07 27.0 Healthcare 433 SC 22 21.67 small-cap Long NaN 22.0 2.223782e+07 65.0 Financial Services 487 SON 8 3.27 small-cap Long NaN 8.0 2.002187e+07 46.0 Consumer Cyclical 497 EGP 15 4.21 small-cap Long NaN 35.0 1.932261e+07 39.0 Real Estate 480 FAF 13 6.24 small-cap Long NaN 26.0 1.812845e+07 41.0 Financial Services 520 ORCC 7 -0.13 small-cap Long NaN 7.0 1.654583e+07 61.0 Financial Services 451 CAE 7 -0.50 small-cap Long NaN 7.0 1.124478e+07 50.0 Industrials 522 GIL 22 9.69 small-cap Long NaN 22.0 1.100070e+07 48.0 Consumer Cyclical 496 PRI 14 2.81 small-cap Long NaN 17.0 1.077641e+07 78.0 Financial Services 367 EBR 9 3.02 small-cap Long NaN 50.0 4.254386e+06 24.0 Utilities 399 ACH 7 7.65 small-cap Long NaN 10.0 3.343887e+06 60.0 Basic Materials 484 WF 9 1.40 small-cap Long NaN 42.0 1.896450e+05 38.0 Financial Services Mean Return: 6.940125 Mean Day/Week: 14.8625 Accuracy:0.875 *******************Part 2.8 Small Cap Short Maintaiance********************* small_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 498 JMIA 28 -22.93 small-cap Short NaN -53.0 3.340772e+08 -35.0 Consumer Cyclical 442 MSTR 13 -10.52 small-cap Short NaN -49.0 3.127915e+08 -30.0 Technology 431 FCEL 6 -17.77 small-cap Short NaN -53.0 1.902103e+08 -35.0 Industrials 391 NYT 20 -8.44 small-cap Short NaN -43.0 1.380479e+08 -39.0 Communication Services 457 PSTG 6 -10.87 small-cap Short NaN -49.0 7.889147e+07 -33.0 Technology 375 SMAR 6 -8.50 small-cap Short NaN -11.0 6.905302e+07 -44.0 Technology 372 SFIX 15 -8.84 small-cap Short NaN -61.0 5.355109e+07 -41.0 Consumer Cyclical 397 EXPI 15 -16.01 small-cap Short NaN -48.0 5.272769e+07 -30.0 Real Estate 489 HAE 12 -15.35 small-cap Short NaN -12.0 4.724190e+07 -43.0 Healthcare 514 IRTC 17 -9.61 small-cap Short NaN -17.0 4.286435e+07 -66.0 Healthcare 472 EBS 23 -29.29 small-cap Short NaN -51.0 4.150475e+07 -44.0 Healthcare 446 IRDM 11 3.48 small-cap Short NaN -11.0 3.960331e+07 -45.0 Communication Services 465 AVIR 14 -73.77 small-cap Short NaN -48.0 2.897355e+07 -28.0 Healthcare 469 CD 17 -8.14 small-cap Short NaN -43.0 1.301763e+07 -46.0 Technology 381 CIB 8 -9.48 small-cap Short NaN -8.0 1.087362e+07 -53.0 Financial Services 426 AVAL 12 -13.81 small-cap Short NaN -81.0 7.673171e+05 -48.0 Financial Services Mean Return: -16.240625 Mean Day/Week: 13.9375 Accuracy:0.9375 ************************************** ************************************** ************************************** *******************Part 3.0 Penny Cap Industry Overiew********************* penny_industry_uptrending_count tickers industry Basic Materials 24 Communication Services 4 Consumer Cyclical 36 Consumer Defensive 5 Energy 11 Financial Services 60 Healthcare 19 Industrials 40 Real Estate 34 Technology 6 Utilities 1 unknown 1 **************************************** penny_industry_downtrending_count tickers industry Basic Materials 12 Communication Services 11 Consumer Cyclical 16 Consumer Defensive 7 Energy 4 Financial Services 4 Healthcare 56 Industrials 14 Real Estate 6 Technology 43 Utilities 1 *******************Part 3.1 Penny Cap Long Entry SPAN MACD********************* penny_long_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 856 FFG 2 0.03 penny-cap Long NaN 2.0 8.182386e+06 2.0 Financial Services Mean Return: 0.03 Mean Day/Week: 2.0 Accuracy:1.0 *******************Part 3.2 Penny Cap Short Entry SPAN MACD********************* penny_short_signal_entry_span_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 594 HL 1 0.00 penny-cap Short NaN -3.0 4.936672e+07 -1.0 Basic Materials 602 EGHT 2 -3.84 penny-cap Short NaN -2.0 4.888584e+07 -4.0 Technology 693 CDE 3 8.39 penny-cap Short NaN -4.0 4.215938e+07 -4.0 Basic Materials 536 ALRM 1 0.00 penny-cap Short NaN -1.0 2.599645e+07 -5.0 Technology 638 FORM 3 -1.64 penny-cap Short NaN -4.0 2.340179e+07 -4.0 Technology 787 PBI 3 -1.21 penny-cap Short NaN -3.0 2.080804e+07 -4.0 Industrials 542 ACIW 1 0.00 penny-cap Short NaN -3.0 2.078265e+07 -4.0 Technology 524 ALLO 3 -4.98 penny-cap Short NaN -4.0 1.322109e+07 -5.0 Healthcare 780 PRO 2 -3.99 penny-cap Short NaN -2.0 8.906666e+06 -5.0 Technology Mean Return: -1.2116666666666667 Mean Day/Week: 3.1666666666666665 Accuracy:0.8333333333333334 *******************Part 3.3 Penny Cap Long Entry SPAN********************* penny_long_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 856 FFG 2 0.03 penny-cap Long NaN 2.0 8.182386e+06 2.0 Financial Services Mean Return: 0.03 Mean Day/Week: 2.0 Accuracy:1.0 *******************Part 3.4 Penny Cap Short Entry SPAN********************* penny_short_signal_entry_span Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 594 HL 1 0.00 penny-cap Short NaN -3.0 4.936672e+07 -1.0 Basic Materials 602 EGHT 2 -3.84 penny-cap Short NaN -2.0 4.888584e+07 -4.0 Technology 693 CDE 3 8.39 penny-cap Short NaN -4.0 4.215938e+07 -4.0 Basic Materials 536 ALRM 1 0.00 penny-cap Short NaN -1.0 2.599645e+07 -5.0 Technology 641 TRTN 1 0.00 penny-cap Short NaN -31.0 2.535309e+07 -4.0 Industrials 638 FORM 3 -1.64 penny-cap Short NaN -4.0 2.340179e+07 -4.0 Technology 787 PBI 3 -1.21 penny-cap Short NaN -3.0 2.080804e+07 -4.0 Industrials 542 ACIW 1 0.00 penny-cap Short NaN -3.0 2.078265e+07 -4.0 Technology 524 ALLO 3 -4.98 penny-cap Short NaN -4.0 1.322109e+07 -5.0 Healthcare 780 PRO 2 -3.99 penny-cap Short NaN -2.0 8.906666e+06 -5.0 Technology 875 FARO 3 -4.74 penny-cap Short NaN -32.0 6.091589e+06 -4.0 Technology 857 CVGW 1 0.00 penny-cap Short NaN -7.0 6.033023e+06 -3.0 Consumer Defensive Mean Return: -1.7157142857142857 Mean Day/Week: 3.4285714285714284 Accuracy:0.8571428571428571 *******************Part 3.5 Penny Cap Long Entry MACD********************* penny_long_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 583 X 1 0.00 penny-cap Long NaN 1.0 1.215729e+09 28.0 Basic Materials 613 STL 5 4.14 penny-cap Long NaN 5.0 8.176280e+07 78.0 Financial Services 688 RRR 5 -4.00 penny-cap Long NaN 5.0 7.466625e+07 78.0 Consumer Cyclical 715 TEX 1 0.00 penny-cap Long NaN 1.0 5.844730e+07 78.0 Industrials 739 ATKR 2 0.75 penny-cap Long NaN 2.0 5.733362e+07 78.0 Industrials 572 OLN 4 3.65 penny-cap Long NaN 4.0 5.526680e+07 78.0 Basic Materials 713 FLR 1 0.00 penny-cap Long NaN 1.0 5.476757e+07 42.0 Industrials 538 EQT 1 0.00 penny-cap Long NaN 4.0 5.218031e+07 7.0 Energy 729 WGO 1 0.00 penny-cap Long NaN 1.0 5.139756e+07 8.0 Consumer Cyclical 821 CCS 4 5.26 penny-cap Long NaN 4.0 4.980909e+07 77.0 Consumer Cyclical 537 FLS 1 0.00 penny-cap Long NaN 1.0 4.701957e+07 78.0 Industrials 652 PDCO 1 0.00 penny-cap Long NaN 2.0 4.385441e+07 8.0 Healthcare 892 CRTO 4 -4.48 penny-cap Long NaN 4.0 4.224683e+07 78.0 Communication Services 730 SHO 4 -4.91 penny-cap Long NaN 4.0 4.005468e+07 78.0 Real Estate 687 CCOI 4 7.36 penny-cap Long NaN 4.0 3.990180e+07 40.0 Communication Services 785 MTDR 1 0.00 penny-cap Long NaN 1.0 3.769277e+07 78.0 Energy 744 SITC 2 -0.20 penny-cap Long NaN 2.0 3.735001e+07 72.0 Real Estate 712 EAF 5 3.89 penny-cap Long NaN 5.0 3.634421e+07 78.0 Industrials 630 R 2 2.06 penny-cap Long NaN 2.0 3.542057e+07 78.0 Industrials 784 BLMN 3 -2.29 penny-cap Long NaN 3.0 3.413663e+07 78.0 Consumer Cyclical 574 THG 2 0.48 penny-cap Long NaN 2.0 3.410045e+07 46.0 Financial Services 646 CNMD 5 6.11 penny-cap Long NaN 5.0 3.365300e+07 78.0 Healthcare 716 MIC 1 0.00 penny-cap Long NaN 1.0 3.338647e+07 20.0 Industrials 525 PAG 2 0.25 penny-cap Long NaN 2.0 3.303090e+07 78.0 Consumer Cyclical 677 NGVT 4 8.80 penny-cap Long NaN 4.0 3.272194e+07 10.0 Basic Materials 606 PACW 5 0.91 penny-cap Long NaN 5.0 3.244279e+07 78.0 Financial Services 699 ATRC 4 1.75 penny-cap Long NaN 4.0 3.185749e+07 78.0 Healthcare 930 PLCE 2 -1.84 penny-cap Long NaN 2.0 3.104058e+07 6.0 Consumer Cyclical 579 WCC 5 0.74 penny-cap Long NaN 5.0 2.988279e+07 78.0 Industrials 894 DIN 1 0.00 penny-cap Long NaN 1.0 2.939180e+07 78.0 Consumer Cyclical 854 MHO 5 7.21 penny-cap Long NaN 5.0 2.773691e+07 76.0 Consumer Cyclical 814 TWO 3 -0.64 penny-cap Long NaN 3.0 2.661772e+07 58.0 Real Estate 635 UMPQ 4 1.77 penny-cap Long NaN 4.0 2.658573e+07 78.0 Financial Services 676 APLE 4 -1.71 penny-cap Long NaN 4.0 2.599413e+07 78.0 Real Estate 639 FELE 2 2.86 penny-cap Long NaN 2.0 2.559241e+07 78.0 Industrials 782 BDN 4 0.96 penny-cap Long NaN 4.0 2.514008e+07 51.0 Real Estate 586 HIW 2 0.91 penny-cap Long NaN 2.0 2.436606e+07 78.0 Real Estate 610 CIGI 4 6.89 penny-cap Long NaN 4.0 2.244362e+07 78.0 Real Estate 698 WD 4 0.90 penny-cap Long NaN 4.0 1.991212e+07 78.0 Financial Services 618 BCPC 1 0.00 penny-cap Long NaN 2.0 1.917240e+07 51.0 Basic Materials 603 AVNT 1 0.00 penny-cap Long NaN 1.0 1.899053e+07 78.0 Basic Materials 786 PRFT 4 3.12 penny-cap Long NaN 4.0 1.827091e+07 78.0 Technology 682 AIT 1 0.00 penny-cap Long NaN 1.0 1.671062e+07 63.0 Industrials 764 FWRD 1 0.00 penny-cap Long NaN 1.0 1.610048e+07 78.0 Industrials 552 MSM 2 0.80 penny-cap Long NaN 2.0 1.583527e+07 42.0 Industrials 757 FBP 5 2.42 penny-cap Long NaN 5.0 1.395128e+07 78.0 Financial Services 844 HNI 4 2.10 penny-cap Long NaN 4.0 1.275199e+07 46.0 Industrials 849 KALU 5 5.72 penny-cap Long NaN 5.0 1.264668e+07 78.0 Basic Materials 557 ROLL 2 0.20 penny-cap Long NaN 2.0 1.194535e+07 78.0 Industrials 758 FIX 2 0.97 penny-cap Long NaN 2.0 1.078658e+07 78.0 Industrials 882 PGTI 2 -0.36 penny-cap Long NaN 2.0 1.056446e+07 78.0 Industrials 805 LZB 5 -0.78 penny-cap Long NaN 5.0 1.055431e+07 28.0 Consumer Cyclical 811 NS 4 -2.63 penny-cap Long NaN 4.0 9.979693e+06 78.0 Energy 704 GPI 4 0.71 penny-cap Long NaN 4.0 9.699203e+06 78.0 Consumer Cyclical 851 PFS 1 0.00 penny-cap Long NaN 1.0 9.260689e+06 78.0 Financial Services 770 PDM 4 -0.43 penny-cap Long NaN 4.0 8.874269e+06 78.0 Real Estate 733 GEF 4 4.13 penny-cap Long NaN 4.0 8.787841e+06 46.0 Consumer Cyclical 807 AAT 4 -1.92 penny-cap Long NaN 4.0 8.787758e+06 51.0 Real Estate 823 SASR 1 0.00 penny-cap Long NaN 1.0 8.217270e+06 78.0 Financial Services 856 FFG 2 0.03 penny-cap Long NaN 2.0 8.182386e+06 2.0 Financial Services 877 CASH 3 0.23 penny-cap Long NaN 3.0 7.942448e+06 78.0 Financial Services 860 KRG 3 1.80 penny-cap Long NaN 3.0 7.786806e+06 78.0 Real Estate 642 CWK 2 -1.07 penny-cap Long NaN 2.0 6.968627e+06 42.0 Real Estate 878 GIII 5 2.46 penny-cap Long NaN 5.0 6.874494e+06 78.0 Consumer Cyclical 808 EVT 2 0.43 penny-cap Long NaN 2.0 6.506136e+06 78.0 Financial Services 724 ENBL 5 3.03 penny-cap Long NaN 5.0 5.415616e+06 64.0 Energy 725 AIN 5 0.02 penny-cap Long NaN 5.0 5.260598e+06 78.0 Consumer Cyclical 839 HEP 5 -1.38 penny-cap Long NaN 5.0 5.050968e+06 78.0 Energy 842 EVV 3 0.55 penny-cap Long NaN 3.0 4.583297e+06 20.0 Financial Services 901 ARKO 5 3.08 penny-cap Long NaN 5.0 3.907689e+06 44.0 Consumer Cyclical 865 CODI 3 2.70 penny-cap Long NaN 3.0 3.599590e+06 78.0 Industrials 937 BRKL 1 0.00 penny-cap Long NaN 1.0 3.388595e+06 78.0 Financial Services 934 AWF 1 0.00 penny-cap Long NaN 1.0 3.206873e+06 32.0 Financial Services 922 SBSI 1 0.00 penny-cap Long NaN 1.0 3.126947e+06 78.0 Financial Services 845 RTLR 3 -1.24 penny-cap Long NaN 3.0 1.383493e+06 16.0 Energy 596 ESGRO 1 0.00 penny-cap Long NaN 1.0 1.414403e+05 30.0 Financial Services 627 SLMBP 2 1.71 penny-cap Long NaN 5.0 5.252475e+04 78.0 Financial Services Mean Return: 1.2978947368421054 Mean Day/Week: 3.9298245614035086 Accuracy:0.7192982456140351 *******************Part 3.6 Penny Cap Short Entry MACD********************* penny_short_signal_entry_macd Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 580 CCXI 1 0.00 penny-cap Short NaN -1.0 6.686162e+08 -43.0 Healthcare 697 MAXR 1 0.00 penny-cap Short NaN -1.0 2.821798e+08 -35.0 Technology 717 NNDM 3 -4.96 penny-cap Short NaN -3.0 1.194406e+08 -44.0 Technology 562 LPSN 1 0.00 penny-cap Short NaN -1.0 9.498800e+07 -44.0 Technology 554 NOVA 1 0.00 penny-cap Short NaN -1.0 8.552760e+07 -45.0 Technology 637 CSIQ 3 -4.94 penny-cap Short NaN -3.0 6.610759e+07 -44.0 Technology 545 HASI 1 0.00 penny-cap Short NaN -1.0 5.542398e+07 -53.0 Real Estate 594 HL 1 0.00 penny-cap Short NaN -3.0 4.936672e+07 -1.0 Basic Materials 602 EGHT 2 -3.84 penny-cap Short NaN -2.0 4.888584e+07 -4.0 Technology 693 CDE 3 8.39 penny-cap Short NaN -4.0 4.215938e+07 -4.0 Basic Materials 728 LAC 2 -1.75 penny-cap Short NaN -2.0 3.884066e+07 -44.0 Basic Materials 710 SSYS 2 -2.61 penny-cap Short NaN -2.0 3.820620e+07 -43.0 Technology 564 MTSI 4 -6.52 penny-cap Short NaN -4.0 3.759255e+07 -6.0 Technology 707 IPOE 1 0.00 penny-cap Short NaN -1.0 3.176723e+07 -35.0 Financial Services 527 WK 2 -2.91 penny-cap Short NaN -2.0 2.988181e+07 -33.0 Technology 620 SEER 1 0.00 penny-cap Short NaN -1.0 2.907282e+07 -103.0 Healthcare 608 ITRI 1 0.00 penny-cap Short NaN -1.0 2.888524e+07 -40.0 Technology 640 MOMO 1 0.00 penny-cap Short NaN -1.0 2.761432e+07 -31.0 Communication Services 536 ALRM 1 0.00 penny-cap Short NaN -1.0 2.599645e+07 -5.0 Technology 638 FORM 3 -1.64 penny-cap Short NaN -4.0 2.340179e+07 -4.0 Technology 740 SITM 1 0.00 penny-cap Short NaN -1.0 2.323377e+07 -48.0 Technology 666 PHR 1 0.00 penny-cap Short NaN -1.0 2.265963e+07 -36.0 Healthcare 738 QTRX 1 0.00 penny-cap Short NaN -1.0 2.259075e+07 -41.0 Healthcare 787 PBI 3 -1.21 penny-cap Short NaN -3.0 2.080804e+07 -4.0 Industrials 542 ACIW 1 0.00 penny-cap Short NaN -3.0 2.078265e+07 -4.0 Technology 532 SMTC 2 -3.98 penny-cap Short NaN -2.0 2.062590e+07 -6.0 Technology 761 EGO 3 5.52 penny-cap Short NaN -3.0 2.059139e+07 -54.0 Basic Materials 871 VERI 2 -10.22 penny-cap Short NaN -2.0 2.003688e+07 -42.0 Technology 732 MSGE 1 0.00 penny-cap Short NaN -1.0 1.911917e+07 -31.0 Communication Services 750 YEXT 2 -3.37 penny-cap Short NaN -2.0 1.900280e+07 -43.0 Technology 835 TUP 2 -2.16 penny-cap Short NaN -2.0 1.871588e+07 -57.0 Consumer Cyclical 612 GOEV 1 0.00 penny-cap Short NaN -1.0 1.826552e+07 -60.0 Consumer Cyclical 788 RPAY 1 0.00 penny-cap Short NaN -5.0 1.675267e+07 -6.0 Technology 888 ADVM 4 -5.74 penny-cap Short NaN -4.0 1.476441e+07 -45.0 Healthcare 524 ALLO 3 -4.98 penny-cap Short NaN -4.0 1.322109e+07 -5.0 Healthcare 855 SOL 1 0.00 penny-cap Short NaN -1.0 1.283048e+07 -45.0 Technology 632 CORT 1 0.00 penny-cap Short NaN -1.0 1.251709e+07 -45.0 Healthcare 616 SPSC 1 0.00 penny-cap Short NaN -1.0 1.189330e+07 -6.0 Technology 657 VNE 5 -2.87 penny-cap Short NaN -5.0 1.107006e+07 -21.0 Consumer Cyclical 755 KURA 1 0.00 penny-cap Short NaN -1.0 1.097436e+07 -72.0 Healthcare 651 IGMS 1 0.00 penny-cap Short NaN -1.0 1.092542e+07 -30.0 Healthcare 772 ARCE 2 -2.31 penny-cap Short NaN -2.0 1.059145e+07 -60.0 Consumer Defensive 884 GRVY 2 -7.09 penny-cap Short NaN -2.0 1.032110e+07 -62.0 Communication Services 825 SLP 1 0.00 penny-cap Short NaN -1.0 9.921106e+06 -35.0 Healthcare 780 PRO 2 -3.99 penny-cap Short NaN -2.0 8.906666e+06 -5.0 Technology 742 AVNS 3 -0.42 penny-cap Short NaN -3.0 7.866938e+06 -33.0 Healthcare 847 VCRA 3 1.55 penny-cap Short NaN -3.0 6.972724e+06 -37.0 Technology 534 VERX 1 0.00 penny-cap Short NaN -1.0 6.831085e+06 -44.0 Technology 789 AZRE 3 -4.23 penny-cap Short NaN -3.0 6.809059e+06 -55.0 Utilities 916 PHAT 1 0.00 penny-cap Short NaN -1.0 5.840643e+06 -26.0 Healthcare 588 VVNT 4 -8.52 penny-cap Short NaN -4.0 4.405243e+06 -66.0 Industrials 905 QNST 1 0.00 penny-cap Short NaN -1.0 4.229886e+06 -32.0 Communication Services 885 NKTX 1 0.00 penny-cap Short NaN -1.0 4.078844e+06 -50.0 Healthcare 879 PCVX 1 0.00 penny-cap Short NaN -1.0 3.018522e+06 -137.0 Healthcare 897 ATRI 5 -4.07 penny-cap Short NaN -5.0 2.685903e+06 -9.0 Healthcare 935 MRUS 1 0.00 penny-cap Short NaN -5.0 1.233468e+06 -38.0 Healthcare Mean Return: -3.0334615384615384 Mean Day/Week: 4.0 Accuracy:0.8846153846153846 *******************Part 3.7 Penny Cap Long Maintainance********************* penny_long_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 623 AA 8 12.14 penny-cap Long NaN 13.0 2.437993e+08 52.0 Basic Materials 665 CAR 8 0.44 penny-cap Long NaN 8.0 2.154869e+08 78.0 Industrials 526 CROX 6 6.09 penny-cap Long NaN 6.0 2.122156e+08 78.0 Consumer Cyclical 653 CWH 15 17.92 penny-cap Long NaN 15.0 1.924530e+08 78.0 Consumer Cyclical 806 UFS 7 21.35 penny-cap Long NaN 7.0 1.429861e+08 78.0 Basic Materials 587 CRI 7 9.56 penny-cap Long NaN 25.0 1.144711e+08 17.0 Consumer Cyclical 593 GRA 13 5.76 penny-cap Long NaN 21.0 1.039412e+08 28.0 Basic Materials 703 HGV 12 5.30 penny-cap Long NaN 12.0 9.161951e+07 78.0 Consumer Cyclical 686 LGIH 45 40.05 penny-cap Long NaN 45.0 7.112220e+07 47.0 Consumer Cyclical 549 NCR 22 18.24 penny-cap Long NaN 22.0 5.298892e+07 28.0 Technology 700 OUT 7 3.06 penny-cap Long NaN 7.0 5.010436e+07 78.0 Real Estate 771 WBT 10 -3.32 penny-cap Long NaN 10.0 4.956931e+07 78.0 Industrials 931 SBLK 10 15.10 penny-cap Long NaN 10.0 4.709914e+07 78.0 Industrials 547 AYI 28 32.70 penny-cap Long NaN 40.0 4.477773e+07 78.0 Industrials 568 PGNY 10 7.51 penny-cap Long NaN 15.0 4.433071e+07 18.0 Healthcare 578 ADC 14 3.35 penny-cap Long NaN 39.0 4.282521e+07 38.0 Real Estate 749 HCAT 8 1.49 penny-cap Long NaN 16.0 4.240389e+07 14.0 Healthcare 576 MTG 26 15.01 penny-cap Long NaN 26.0 4.226787e+07 28.0 Financial Services 838 AAWW 13 4.24 penny-cap Long NaN 25.0 4.189696e+07 54.0 Industrials 544 WEN 13 1.96 penny-cap Long NaN 41.0 4.102065e+07 21.0 Consumer Cyclical 597 AWI 12 7.94 penny-cap Long NaN 12.0 4.036163e+07 78.0 Industrials 599 SGMS 6 -0.14 penny-cap Long NaN 14.0 3.987051e+07 10.0 Consumer Cyclical 625 UFPI 8 7.66 penny-cap Long NaN 63.0 3.889128e+07 65.0 Basic Materials 553 VVV 13 16.01 penny-cap Long NaN 13.0 3.863594e+07 78.0 Energy 555 CC 8 5.17 penny-cap Long NaN 27.0 3.844251e+07 27.0 Basic Materials 600 RDN 25 7.42 penny-cap Long NaN 46.0 3.825652e+07 50.0 Financial Services 543 STAG 23 4.95 penny-cap Long NaN 98.0 3.380096e+07 61.0 Real Estate 546 SRC 21 7.58 penny-cap Long NaN 21.0 3.195927e+07 78.0 Real Estate 709 TPH 8 9.67 penny-cap Long NaN 25.0 3.191858e+07 28.0 Consumer Cyclical 691 NUVA 16 2.58 penny-cap Long NaN 16.0 3.168941e+07 78.0 Healthcare 837 DEN 6 3.87 penny-cap Long NaN 6.0 3.062882e+07 78.0 Energy 634 IBP 13 6.00 penny-cap Long NaN 21.0 3.054397e+07 23.0 Industrials 748 NAVI 39 24.48 penny-cap Long NaN 46.0 3.046158e+07 78.0 Financial Services 529 ESNT 18 4.97 penny-cap Long NaN 26.0 3.036722e+07 25.0 Financial Services 719 WWW 8 2.65 penny-cap Long NaN 8.0 2.928059e+07 64.0 Consumer Cyclical 590 AXS 15 8.75 penny-cap Long NaN 17.0 2.680030e+07 41.0 Financial Services 734 ATI 7 -3.90 penny-cap Long NaN 7.0 2.599060e+07 78.0 Industrials 746 JACK 6 2.09 penny-cap Long NaN 6.0 2.485566e+07 78.0 Consumer Cyclical 672 WRI 14 5.26 penny-cap Long NaN 14.0 2.453012e+07 78.0 Real Estate 762 VCEL 7 -7.76 penny-cap Long NaN 7.0 2.447089e+07 78.0 Healthcare 563 RYN 13 -0.70 penny-cap Long NaN 19.0 2.360875e+07 23.0 Real Estate 626 AB 6 3.14 penny-cap Long NaN 6.0 2.344345e+07 78.0 Financial Services 659 HWC 6 3.90 penny-cap Long NaN 6.0 2.314671e+07 78.0 Financial Services 680 SHOO 10 7.53 penny-cap Long NaN 10.0 2.275973e+07 42.0 Consumer Cyclical 573 SSD 6 2.10 penny-cap Long NaN 6.0 2.273527e+07 64.0 Industrials 648 SUN 19 8.95 penny-cap Long NaN 19.0 2.242961e+07 78.0 Energy 753 KTB 19 16.86 penny-cap Long NaN 19.0 2.209515e+07 46.0 Consumer Cyclical 671 AGO 8 8.02 penny-cap Long NaN 8.0 2.179398e+07 78.0 Financial Services 531 CUZ 10 0.93 penny-cap Long NaN 10.0 2.139909e+07 46.0 Real Estate 760 CMP 8 3.06 penny-cap Long NaN 13.0 2.084677e+07 23.0 Basic Materials 708 NSA 22 11.47 penny-cap Long NaN 22.0 2.084668e+07 78.0 Real Estate 636 CMD 16 3.87 penny-cap Long NaN 27.0 2.054479e+07 22.0 Healthcare 598 NVT 7 3.16 penny-cap Long NaN 7.0 2.036678e+07 78.0 Industrials 818 UE 7 1.95 penny-cap Long NaN 7.0 1.898870e+07 78.0 Real Estate 929 GRBK 7 6.96 penny-cap Long NaN 39.0 1.895923e+07 27.0 Consumer Cyclical 614 SEM 10 3.25 penny-cap Long NaN 10.0 1.800063e+07 47.0 Healthcare 548 CW 21 4.46 penny-cap Long NaN 21.0 1.794518e+07 42.0 Industrials 679 UTZ 8 7.16 penny-cap Long NaN 8.0 1.792730e+07 78.0 Consumer Defensive 798 ABR 7 1.52 penny-cap Long NaN 7.0 1.769008e+07 78.0 Real Estate 797 MDGL 9 1.07 penny-cap Long NaN 15.0 1.734713e+07 15.0 Healthcare 737 EPRT 13 3.41 penny-cap Long NaN 18.0 1.726057e+07 78.0 Real Estate 765 RPAI 7 1.51 penny-cap Long NaN 7.0 1.669411e+07 78.0 Real Estate 906 LNTH 7 0.88 penny-cap Long NaN 7.0 1.656437e+07 78.0 Healthcare 767 MLI 17 4.01 penny-cap Long NaN 17.0 1.616373e+07 78.0 Industrials 662 OFC 13 3.24 penny-cap Long NaN 17.0 1.612761e+07 41.0 Real Estate 584 TRNO 14 2.56 penny-cap Long NaN 34.0 1.593602e+07 23.0 Real Estate 833 CEQP 10 5.11 penny-cap Long NaN 10.0 1.500362e+07 78.0 Energy 817 ROIC 12 1.98 penny-cap Long NaN 12.0 1.474391e+07 78.0 Real Estate 721 FCFS 8 1.06 penny-cap Long NaN 16.0 1.452339e+07 43.0 Financial Services 528 HHC 14 2.10 penny-cap Long NaN 14.0 1.427702e+07 78.0 Real Estate 815 BOOT 18 4.97 penny-cap Long NaN 18.0 1.399052e+07 78.0 Consumer Cyclical 802 HTGC 20 4.24 penny-cap Long NaN 20.0 1.389416e+07 78.0 Financial Services 660 MMSI 14 5.32 penny-cap Long NaN 23.0 1.384652e+07 26.0 Healthcare 754 SGRY 7 0.07 penny-cap Long NaN 7.0 1.381868e+07 78.0 Healthcare 611 PSN 27 11.13 penny-cap Long NaN 29.0 1.290448e+07 38.0 Industrials 756 OI 8 14.67 penny-cap Long NaN 27.0 1.284670e+07 28.0 Consumer Cyclical 644 UNVR 8 3.10 penny-cap Long NaN 27.0 1.268175e+07 42.0 Basic Materials 692 FUL 29 15.64 penny-cap Long NaN 60.0 1.263127e+07 65.0 Basic Materials 812 VRTS 6 3.90 penny-cap Long NaN 6.0 1.252849e+07 78.0 Financial Services 718 GBDC 18 1.51 penny-cap Long NaN 20.0 1.146281e+07 78.0 Financial Services 667 LXP 23 5.18 penny-cap Long NaN 27.0 1.136134e+07 42.0 Real Estate 661 EBC 8 3.30 penny-cap Long NaN 8.0 1.135374e+07 78.0 Financial Services 886 WIRE 7 8.07 penny-cap Long NaN 7.0 1.125568e+07 78.0 Industrials 809 MFA 8 0.26 penny-cap Long NaN 8.0 1.119712e+07 47.0 Real Estate 702 EXG 23 3.73 penny-cap Long NaN 23.0 1.106500e+07 78.0 Financial Services 883 STC 19 6.65 penny-cap Long NaN 22.0 1.016405e+07 40.0 Financial Services 720 SPXC 8 -1.50 penny-cap Long NaN 8.0 9.864218e+06 41.0 Industrials 841 GNL 13 1.98 penny-cap Long NaN 19.0 8.786302e+06 64.0 Real Estate 779 MWA 7 0.27 penny-cap Long NaN 7.0 8.425467e+06 78.0 Industrials 559 NEOG 18 2.76 penny-cap Long NaN 28.0 8.401953e+06 40.0 Healthcare 910 INGN 16 12.65 penny-cap Long NaN 18.0 8.200679e+06 26.0 Healthcare 859 XPEL 16 5.23 penny-cap Long NaN 17.0 7.535074e+06 23.0 Consumer Cyclical 936 CDMO 9 0.42 penny-cap Long NaN 9.0 6.940934e+06 78.0 Healthcare 810 RQI 36 11.41 penny-cap Long NaN 36.0 6.542658e+06 78.0 Financial Services 763 FSS 10 -0.33 penny-cap Long NaN 10.0 6.062198e+06 78.0 Industrials 926 ETW 27 6.75 penny-cap Long NaN 36.0 5.673794e+06 42.0 Financial Services 900 GTY 20 7.10 penny-cap Long NaN 22.0 4.974015e+06 42.0 Real Estate 858 HYT 6 1.34 penny-cap Long NaN 23.0 4.329035e+06 26.0 Financial Services 890 VLRS 6 -2.99 penny-cap Long NaN 6.0 4.233972e+06 78.0 Industrials 795 CRVL 14 5.77 penny-cap Long NaN 16.0 4.161338e+06 21.0 Financial Services 827 BDJ 42 11.78 penny-cap Long NaN 46.0 4.016270e+06 78.0 Financial Services 727 NZF 9 1.21 penny-cap Long NaN 22.0 3.891833e+06 20.0 Financial Services 830 HHR 7 5.49 penny-cap Long NaN 7.0 3.652680e+06 78.0 Industrials 655 ADV 16 -2.75 penny-cap Long NaN 37.0 3.462401e+06 25.0 Communication Services 781 JPS 18 1.97 penny-cap Long NaN 26.0 3.359807e+06 27.0 Financial Services 769 GDV 21 3.98 penny-cap Long NaN 21.0 3.331072e+06 78.0 Financial Services 777 BUR 12 17.85 penny-cap Long NaN 25.0 3.177090e+06 23.0 Financial Services 920 RNP 34 9.61 penny-cap Long NaN 34.0 2.149139e+06 78.0 Financial Services 861 ETG 22 5.38 penny-cap Long NaN 22.0 1.918905e+06 78.0 Financial Services 846 FPF 6 0.56 penny-cap Long NaN 27.0 1.823204e+06 28.0 Financial Services 813 KRO 21 10.16 penny-cap Long NaN 27.0 1.716824e+06 27.0 Basic Materials 915 BIF 46 12.35 penny-cap Long NaN 58.0 1.190927e+06 78.0 Financial Services 694 CIXX 19 8.07 penny-cap Long NaN 19.0 7.034297e+05 65.0 Financial Services 752 IBA 12 -1.09 penny-cap Long NaN 23.0 4.253760e+05 16.0 Consumer Defensive Mean Return: 6.007807017543859 Mean Day/Week: 14.236842105263158 Accuracy:0.9122807017543859 *******************Part 3.8 Penny Cap Short Maintainance********************* penny_short_signal_maintainance Symbol Day Return Market Cap Long/Short score MACD Signal Count Market Value Span Signal Count industry 571 FSR 9 -13.54 penny-cap Short NaN -33.0 1.635276e+08 -26.0 Consumer Cyclical 609 DNMR 6 -19.61 penny-cap Short NaN -51.0 1.372035e+08 -29.0 Basic Materials 530 AG 9 -5.77 penny-cap Short NaN -44.0 9.170544e+07 -35.0 Basic Materials 607 BBBY 17 -15.09 penny-cap Short NaN -29.0 7.818225e+07 -40.0 Consumer Cyclical 581 AJRD 6 -1.07 penny-cap Short NaN -6.0 5.374631e+07 -43.0 Industrials 645 NNOX 21 -36.68 penny-cap Short NaN -55.0 5.237267e+07 -51.0 Healthcare 628 INO 8 -4.63 penny-cap Short NaN -8.0 5.195669e+07 -45.0 Healthcare 595 PTCT 34 -35.80 penny-cap Short NaN -74.0 4.261849e+07 -59.0 Healthcare 654 PCRX 13 -2.02 penny-cap Short NaN -47.0 3.447361e+07 -23.0 Healthcare 816 FSM 6 1.22 penny-cap Short NaN -6.0 3.000713e+07 -47.0 Basic Materials 887 PRCH 12 -0.92 penny-cap Short NaN -48.0 2.769256e+07 -30.0 Technology 649 AMRN 21 -26.77 penny-cap Short NaN -51.0 2.470811e+07 -33.0 Healthcare 591 AHCO 15 -0.65 penny-cap Short NaN -16.0 1.996278e+07 -16.0 Healthcare 565 WDFC 17 -5.99 penny-cap Short NaN -50.0 1.826875e+07 -18.0 Basic Materials 776 ENDP 20 -19.67 penny-cap Short NaN -46.0 1.807208e+07 -27.0 Healthcare 925 GTHX 10 -10.48 penny-cap Short NaN -12.0 1.652218e+07 -35.0 Healthcare 695 KRTX 11 -0.19 penny-cap Short NaN -41.0 1.587926e+07 -21.0 Healthcare 862 MAXN 29 -49.71 penny-cap Short NaN -53.0 1.579337e+07 -34.0 Technology 914 GEO 20 -7.41 penny-cap Short NaN -20.0 1.498540e+07 -30.0 Real Estate 866 TRIL 11 0.74 penny-cap Short NaN -11.0 1.468544e+07 -137.0 Healthcare 685 CSOD 8 -3.84 penny-cap Short NaN -41.0 1.412054e+07 -29.0 Technology 834 CNST 31 -27.51 penny-cap Short NaN -49.0 1.310251e+07 -49.0 Healthcare 551 NEU 11 -8.76 penny-cap Short NaN -31.0 1.247603e+07 -53.0 Basic Materials 852 STKL 6 -4.79 penny-cap Short NaN -50.0 1.134979e+07 -12.0 Consumer Defensive 836 PAYA 12 -3.11 penny-cap Short NaN -33.0 1.134197e+07 -53.0 Technology 903 EOSE 23 -34.00 penny-cap Short NaN -70.0 1.086560e+07 -49.0 Industrials 669 BVN 8 -3.89 penny-cap Short NaN -8.0 1.060524e+07 -137.0 Basic Materials 731 NTCT 10 -7.17 penny-cap Short NaN -55.0 7.526608e+06 -30.0 Technology 832 SBTX 6 -18.03 penny-cap Short NaN -29.0 6.133750e+06 -26.0 Healthcare 804 OLMA 7 -27.14 penny-cap Short NaN -7.0 6.049891e+06 -33.0 Healthcare 589 AAON 13 -8.01 penny-cap Short NaN -51.0 5.771742e+06 -30.0 Industrials 909 OSUR 17 -7.49 penny-cap Short NaN -17.0 5.624656e+06 -52.0 Healthcare 674 PSMT 18 -3.92 penny-cap Short NaN -55.0 5.522404e+06 -21.0 Consumer Defensive 840 KNTE 12 -10.48 penny-cap Short NaN -30.0 4.576070e+06 -104.0 Healthcare 899 RMAX 11 2.70 penny-cap Short NaN -33.0 3.088825e+06 -16.0 Real Estate 921 RBBN 6 -23.30 penny-cap Short NaN -47.0 2.806092e+06 -30.0 Communication Services 722 CANG 22 -26.72 penny-cap Short NaN -52.0 2.412331e+06 -37.0 Communication Services 904 MESO 6 -1.91 penny-cap Short NaN -6.0 1.800574e+06 -137.0 Healthcare 681 TEO 16 -9.52 penny-cap Short NaN -16.0 1.560424e+06 -137.0 Communication Services 619 IFS 11 -7.42 penny-cap Short NaN -11.0 5.919210e+05 -43.0 Financial Services 831 HLG 31 -15.86 penny-cap Short NaN -31.0 2.618054e+05 -69.0 Consumer Defensive 893 BROG 14 -10.45 penny-cap Short NaN -25.0 3.137925e+04 -14.0 Energy Mean Return: -12.253809523809522 Mean Day/Week: 14.142857142857142 Accuracy:0.9285714285714286 ************************************** ************************************** ************************************** Error: []

[ericvick]

Pfizer, Alibaba, Amazon, Alphabet and Qualcomm in Focus

Monday (February 1)

Tuesday (February 2)

Wednesday (February 3)

Thursday (February 4)

Friday (February 5)

Earnings Calendar For The Week Of February 1

Monday (February 1)

IN THE SPOTLIGHT: VERTEX PHARMACEUTICALS, NXP SEMICONDUCTORS, ON SEMICONDUCTOR

VERTEX PHARMACEUTICALS: The biopharmaceutical company is expected to report a profit of $2.55 in the fourth quarter, which represents year-over-year growth of 50% from the same quarter a year ago when the company reported $1.70 cents per share.

However, Wall Street forecasts the company’s revenue to grow about 12% to $1.58 billion.

“Q4 estimates for Vertex‘s CF franchise appear achievable based on recent trends. With industry-leading growth and its fundamentals largely intact despite COVID-19, we expect the current dislocation between Vertex Pharmaceuticals’ (VRTX) trading price and the value of its CF franchise to be only temporary. We would use the recent stock weakness to build a position,” said equity analysts at Cowen and Company, who also gave a price target of $300.

NXP SEMICONDUCTORS: Eindhoven, Netherlands-based semiconductor manufacturer will post earnings of $2.11 per share in the December quarter on revenue of $2.46 billion, up from $1.98 per share on revenue of $2.30 billion same quarter last year. For the December quarter, the forecasts revenue in the range of $2.375-$2.525 billion which, at the midpoint, represents growth of 8% sequentially and 6% year-over-year.

“Management remains upbeat about near-term demand, including 2021, especially regarding its mobile chip business as the firm’s ultra-wideband connectivity solutions are rapidly gaining adoption within newer smartphones. We raise our fair value estimate to $150 from $130, and with shares trading around $134, we view shares as slightly undervalued,” said equity analysts at Cowen and Company.

ON SEMICONDUCTOR: Phoenix, Arizona-based semiconductors supplier company will post earnings of $0.28 per share for last quarter of 2020. The revenue is expected to slump 3.0% on a year-over-year basis.

Story continues

TAKE A LOOK AT OUR EARNINGS CALENDAR FOR THE FULL RELEASES FOR THE FEBRUARY 1

Ticker

Company

EPS Forecast

TMO

Thermo Fisher Scientific

$6.52

OTIS

Otis Worldwide Corp

$0.59

RYAAY

Ryanair

-$1.11

ON

ON Semiconductor

$0.28

AEIS

Advanced Energy Industries

$1.34

ITUB

Itau Unibanco

$0.10

CACC

Credit Acceptance

$7.22

WWD

Woodward

$0.68

NXPI

NXP Semiconductors

$2.11

RMBS

Rambus

$0.25

ARE

Alexandria Real Estate Equities

$0.48

KRC

Kilroy Realty

$0.36

CRUS

Cirrus Logic

$1.86

OMCL

Omnicell

$0.80

KMPR

Kemper

$1.55

PCH

Potlatch

$1.37

KMT

Kennametal

$0.09

FN

Fabrinet

$1.04

IBTX

Independent Bank

$1.33

CBT

Cabot

$0.87

VRTX

Vertex Pharmaceuticals

$2.55

BKRKY

Bank Rakyat

$0.17

BECN

Beacon Roofing Supply

$0.63

LBRDK

Liberty Broadband Lbrdk

$1.06

IX

Orix

$1.95

RBC

Regal Beloit Corporation

$1.57

MFG

Mizuho Financial

$0.08

  Tuesday (February 2)

IN THE SPOTLIGHT: PFIZER, ALIBABA, AMAZON, ALPHABET

PFIZER: The world’s largest pharmaceutical giant is expected to report a profit of $0.52 in the fourth quarter, which represents a year-over-year decline of about 5.4% from the same quarter last year when the company reported $0.55 per share.

The pharmaceutical company, which ranked 64th on the 2020 Fortune 500 list of the largest U.S. corporations by total revenue, will report revenue of $12.85 billion, up 1.3% from the year-ago quarter. According to chief executive officer Albert Bourla, Pfizer is likely to post this year’s earnings in the range of $3 to $3.10 per share.

“We lowered our 4Qe revenue by 5% from $11.6B to $11.0B and EPS by 6% from $0.40 to $0.38 to reflect lower doses delivered in 4Q. We lowered our 4Q COVID vaccine revenues from $683M to $150M (assuming $19.50/dose). Our prior model assumed 35M doses, which we lowered to 7.7M doses based upon CDC distribution allocations,” said David Risinger, equity analyst at Morgan Stanley.

“Our 4Q projections are well below consensus, but we do not see 4Q results as a stock driver given all of the confounding factors. We are instead focused on management’s 2021 targets.”

ALIBABA: The largest online and mobile e-commerce company in the world is expected to earn $2.65 per share for the third quarter, according to equities analysts at Oppenheimer. Oppenheimer also set EPS estimates for FY2021 at $7.48 and FY2022 at $9.33.

The Chinese multinational technology company has surpassed consensus estimates with an average of about 25% in all four previous quarters.

“We expect healthy GMV growth of 16% to drive core of core revenue growth of 18% on better monetization, but slower adjusted EBITA growth of 11% due to continued investment in new initiatives. Stay Overweight on F2022e non-GAAP P/E of 19x; lower price target to $320,” said Gary Yu, equity analyst at Morgan Stanley.

“We forecast total revenue of Rmb216bn (+33.8% YoY, +39.3% QoQ), non-GAAP EBITA of Rmb61.5bn (+21.4% YoY, +49.2% QoQ) with margin at 28.5% and non-GAAP net profit of Rmb57.2bn (+17.7% YoY, +16.1% QoQ) with margin at 26.5%.”

AMAZON: The eCommerce leader for physical and digital merchandise is expected to report a profit of $7.16 in the fourth quarter, which represents a year-over-year decline of over 10% from the same quarter last year when the company reported $6.47 per share.

The Seattle, Washington-based multinational technology giant will report revenue of $120.4 billion, up over 37% from the year-ago quarter. The company expects net sales between $112- $121 billion during the quarter.

“Amazon‘s high-margin businesses continue to allow Amazon to drive greater profitability while still continuing to invest (last-mile delivery, fulfilment, Prime Now, Fresh, Prime digital content, Alexa/Echo, India, AWS, etc),” noted Brian Nowak, equity analyst at Morgan Stanley.

“Amazon Prime membership growth drives recurring revenue and a positive mix shift. Cloud adoption hitting an inflection point. Advertising serves as a key area for both further growth potential and profitability flow-through.”

ALPHABET: The parent of Google and the world’s largest search engine, which dominates Internet search activity globally will post earnings of $15.68 per share for last quarter of 2020. The consensus mark for revenues is pegged at $44.09 billion, implying growth of 17.3% from the year-ago reported figure, according to ZACKS Research.

TAKE A LOOK AT OUR EARNINGS CALENDAR FOR THE FULL RELEASES FOR THE FEBRUARY 2

Ticker

Company

EPS Forecast

HOG

Harley Davidson

$0.21

WAT

Waters

$2.87

ST

Sensata Technologies

$0.78

HUBB

Hubbell

$1.76

LITE

Lumentum Holdings Inc

$1.89

AMG

Affiliated Managers

$3.68

HAE

Haemonetics

$0.65

MAN

ManpowerGroup

$1.14

GPK

Graphic Packaging

$0.27

ABG

Asbury Automotive

$4.11

ATHM

Autohome

$9.54

MDC

MDC

$1.73

PFE

Pfizer

$0.52

XOM

Exxon Mobil

$0.01

UPS

United Parcel Service

$2.14

BP

BP

$0.08

HCA

HCA

$3.57

RACE

Ferrari

$1.24

EMR

Emerson Electric

$0.68

ETN

Eaton

$1.21

COP

ConocoPhillips

-$0.25

IDXX

Idexx Laboratories

$1.39

SYY

Sysco

$0.34

MCK

McKesson

$4.14

MPC

Marathon Petroleum

-$1.27

SIRI

Sirius XM

$0.06

MPLX

MPLX

$0.63

CTLT

Catalent

$0.55

BR

Broadridge Financial Solutions

$0.71

ENTG

Entegris

$0.66

TECH

Bio Techne

$1.37

BEN

Franklin Resources

$0.72

LII

Lennox International

$2.65

MMP

Magellan Midstream Partners

$0.85

BABA

Alibaba

$20.59

SANM

Sanmina

$0.81

MTCH

Match Group

$0.50

DOX

Amdocs

$1.14

MANH

Manhattan Associates

$0.32

POWI

Power Integrations

$0.44

MKL

Markel

$9.04

TENB

Tenable Holdings Inc

$0.05

FEYE

FireEye

$0.10

EPAY

Bottomline Technologies

$0.28

ATGE

Adtalem Global Education Inc

$0.67

MRCY

Mercury Systems

$0.51

BRKS

Brooks Automation USA

$0.42

GL

Globe Life Inc

$1.72

APAM

Artisan Partners Asset Management

$1.02

AMGN

Amgen

$3.39

CB

Chubb

$2.82

EA

Electronic Arts EA

$2.94

CMG

Chipotle Mexican Grill

$3.73

PKI

PerkinElmer

$2.95

STE

Steris

$1.52

AMCR

Amcor PLC

$0.17

FBHS

Fortune Brands Home Security

$1.16

ATO

Atmos Energy

$1.57

BCH

Banco De Chile

$0.31

AMZN

Amazon

$7.16

GOOG

Alphabet

$15.70

GOOGL

Alphabet

$15.68

SMFG

Sumitomo Mitsui Financial

$0.19

ASEKY

Aisin Seiki Co

$1.19

SNE

Sony

$0.80

RCL

Royal Caribbean Cruises

-$5.04

TDG

TransDigm

$2.09

IT

Gartner

$0.82

QGEN

Qiagen

$0.66

NPSKY

NSK ADR

$0.19

JKHY

Jack Henry Associates

$0.88

IPHI

Inphi

$0.88

SWI

Solarwinds

$0.25

BDC

Belden

$0.75

ILMN

Illumina

$1.10

BP

BP

£0.01

  Wednesday (February 3)

IN THE SPOTLIGHT: QUALCOMM

QUALCOMM: San Diego, California-based multinational corporation that creates an intellectual property, semiconductors, software, and services related to wireless technology is expected to report a profit of $2.10 in the fiscal first quarter, which represents year-over-year growth of over 110% from the same quarter last year when the company reported $0.99 per share.

The semiconductor company will report revenue of $80.3 billion, up over 60% from the year-ago quarter.

“We see an improvement in smartphone demand in 2021 after declining 5% in 2020 due to COVID-19. We also see 5G adding greater dollar content and supporting industry-wide handset volume growth. Qualcomm’s (QCOM) leadership in cellular technologies (3G/4G/5G) puts the company in a favourable position to maintain leading market share,” wrote Joseph Moore, equity analyst at Morgan Stanley.

“The potential elimination of a major competitor in the Chinese market, HiSilicon, should benefit QCOM as Huawei currently does not pay royalties. To the extent competitors that do pay royalties are able to pick up market share, that would be beneficial for QCOM.”

TAKE A LOOK AT OUR EARNINGS CALENDAR FOR THE FULL RELEASES FOR THE FEBRUARY 3

Ticker

Company

EPS Forecast

ABBV

AbbVie

$2.85

LAD

Lithia Motors

$5.23

APTV

Aptiv PLC

$1.01

HUM

Humana

-$2.37

BIP

Brookfield Infrastructure

$0.10

HWM

Howmet Aerospace Inc

$0.17

GWW

Grainger

$3.84

SC

Santander Consumer USA

$1.10

BIIB

Biogen

$4.75

CHKP

Check Point Software Technologies

$2.11

LFUS

Littelfuse

$1.58

BSX

Boston Scientific

$0.31

DT

Dynatrace Holdings

$0.13

SPOT

Spotify

-$0.53

APO

Apollo Global Management

$0.50

INGR

Ingredion

$1.46

SMG

Scotts Miracle-Gro

-$0.77

CPRI

Capri Holdings Ltd

$0.97

MSGS

Madison Square Garden Sports

-$1.67

EVR

Evercore Partners

$1.93

EPD

Enterprise Products Partners

$0.50

SLAB

Silicon Laboratories

$0.74

ASH

Ashland

$0.69

MUSA

Murphy USA

$2.14

ALGT

Allegiant Travel

-$2.27

BSMX

Santander Mexico Fincl Gp Sab Decv

$0.14

CENTA

Central Garden Pet

-$0.01

RGLD

Royal Gold Usa)

$0.86

ALGN

Align Technology

$2.14

AXTA

Axalta Coating Systems

$0.43

THG

Hanover

$2.34

AFL

Aflac

$1.05

KLAC

KLA-Tencor

$3.18

MAA

Mid-America Apartment Communities

$0.59

GRUB

GrubHub

$0.07

AVB

AvalonBay Communities

$0.85

CTSH

Cognizant Technology Solutions

$0.90

VVV

Valvoline Inc

$0.37

RYN

Rayonier

$0.05

QCOM

Qualcomm

$2.10

LNC

Lincoln National

$1.92

MET

MetLife

$1.52

CTVA

Corteva Inc

-$0.05

UHAL

Amerco

$0.12

QRVO

Qorvo

$2.66

MXL

MaxLinear

$0.36

ANGI

Angie’s List

-$0.02

HI

Hillenbrand

$0.73

CCMP

Cabot Microelectronics

$1.73

UGI

UGI

$1.13

KLIC

Kulicke And Soffa Industries

$0.71

AFG

American Financial

$2.13

IEX

IDEX

$1.31

FORM

FormFactor

$0.39

EBAY

eBay

$0.83

MITSY

Mitsui & Company

$7.96

LGND

Ligand Pharmaceuticals

$0.99

RAMP

Liveramp Holdings Inc

$0.06

NVO

Novo Nordisk A Fs

$0.60

TMHC

Taylor Morrison Home

$0.82

AVY

Avery Dennison

$2.08

SAVE

Spirit Airlines

-$1.40

GSK

Glaxosmithkline

$0.62

IRBT

Irobot

$0.21

COTY

Coty

$0.09

PAG

Penske Automotive

$2.11

COHR

Coherent

$0.78

DTE

DTE Energy

$1.33

ENSG

Ensign

$0.79

FLO

Flowers Foods

$0.24

SKM

Sk Telecom

$0.22

IBA

Industrias Bachoco Sab De Cv

$0.63

NEU

NewMarket

$5.60

BBD

Banco Bradesco

$0.11

PYPL

PayPal

$1.00

NMR

Nomura

$0.18

BSBR

Banco Santander Brasil

$0.17

SAN

Banco Santander

$0.06

  Thursday (February 4)

Ticker

Company

EPS Forecast

GPI

Group 1 Automotive

$5.94

ALXN

Alexion Pharmaceuticals

$2.58

NYT

New York Times

$0.34

BCE

BCE (USA)

$0.59

BMY

Bristol-Myers Squibb

$1.41

NJR

New Jersey Resources

$0.46

PM

Philip Morris International

$1.21

CMI

Cummins

$2.80

TPR

Tapestry Inc

$0.99

ARW

Arrow Electronics

$2.67

CMS

CMS Energy Corporation

$0.55

BAX

Baxter International

$0.75

YUM

Yum Brands

$1.01

CG

Carlyle

$0.44

CLX

Clorox

$1.77

AGCO

AGCO

$1.12

MPW

Medical Properties

$0.27

ABB

ABB

$0.18

JHG

Janus Henderson Group PLC

$0.73

CI

Cigna

$3.66

MMS

Maximus

$0.91

MRK

Merck & Co

$1.38

WEC

Wisconsin Energy

$0.73

XYL

Xylem

$0.68

TW

Towers Watson

$0.33

PENN

Penn National Gaming

$0.26

HSY

Hershey

$1.43

PH

Parker-Hannifin

$2.60

ICE

Intercontinental Exchange

$1.08

BSAC

Banco Santander Chile

$0.34

RL

Ralph Lauren

$1.64

SNA

Snap-On

$2.94

DGX

Quest Diagnostics

$3.98

ODFL

Old Dominion Freight Line

$1.57

COR

CoreSite Realty

$0.45

WD

Walker & Dunlop

$1.47

TKR

Timken

$0.92

IP

International Paper

$0.81

AME

Ametek

$1.03

BLL

Ball

$0.78

PBH

Prestige Brands

$0.77

ABC

AmerisourceBergen

$1.94

APD

Air Products & Chemicals

$2.18

LEA

Lear

$3.43

LANC

Lancaster Colony

$1.48

PTON

Peloton Interactive, Inc.

$0.08

SU

Suncor Energy USA

-$0.17

SKX

Skechers USA

$0.32

MTD

Mettler Toledo International

$8.72

PCTY

Paylocity

$0.25

ARWR

Arrowhead Research

-$0.22

SNAP

Snap

-$0.07

FTV

Fortive Corp

$0.62

NWSA

News Corp

$0.09

DECK

Deckers Outdoor

$7.06

EXPO

Exponent

$0.28

FTNT

Fortinet

$0.97

ALL

Allstate

$3.83

MDU

MDU Resources

$0.54

SYNA

Synaptics

$2.13

TDC

Teradata

$0.25

FLT

Fleetcor Technologies

$2.82

NBIX

Neurocrine Biosciences

$0.59

POST

Post

$0.71

CSL

Carlisle Companies

$1.16

NOV

National Oilwell Varco

-$0.14

GILD

Gilead Sciences

$2.01

WERN

Werner

$0.78

ESS

Essex Property

$1.02

CPT

Camden Property

$0.35

MPWR

Monolithic Power Systems

$1.24

WWE

World Wrestling Entertainment

$0.29

LPLA

LPL Financial

$1.33

OFC

Orate Office Properties

$0.38

ZEN

Zendesk

$0.15

MTX

Minerals Technologies

$0.91

PFPT

Proofpoint

$0.42

MSI

Motorola Solutions Msi

$2.74

COLM

Columbia Sportswear

$1.24

ATVI

Activision Blizzard

$1.17

F

Ford Motor

-$0.08

UNM

Unum

$1.19

HIG

Hartford Financial Services

$1.33

PRU

Prudential Financial

$2.57

DXC

DXC Technology Co

$0.54

KB

Kb Financial

$1.50

CHT

Chunghwa Telecom

$0.36

MCHP

Microchip Technology

$1.58

NWS

News

$0.09

AIV

Apartment

$0.67

SSUMY

Sumitomo ADR

$0.26

DB

Deutsche Bank

-$0.03

OHI

Omega Healthcare Investors

$0.41

KWHIY

Kawasaki Heavy Industries ADR

-$0.18

PFSI

Pennymac Financial Services

$5.90

TRNO

Terreno Realty

$0.37

BCO

Brinks

$1.04

VSAT

Viasat

$0.02

YAMCY

Yamaha DRC

$0.47

RDSA

Royal Dutch Shell

£0.17

NRZ

New Residential Investment

$0.33

RICOY

Ricoh Company

-$0.06

WYNN

Wynn Resorts

-$2.29

ITOCY

Itochu ADR

$1.87

TOT

Total

$0.46

MYGN

Myriad Genetics

-$0.12

BDX

Becton, Dickinson and Co.

$3.07

ARNC

Arconic Inc

$0.32

TM

Toyota Motor

$3.65

RHHBY

Roche Holding ADR

$1.28

CDW

CDW

$1.53

ARRY

Array Biopharma

$0.05

HL

Hecla Mining

$0.02

TWOU

2U

-$0.10

ALNY

Alnylam Pharmaceuticals

-$1.88

DD

DuPont

$0.85

CARR

Carrier Global Corp

$0.37

OMVJF

OMV

$0.74

TPL

Texas Pacific Land

$4.54

AUOTY

AU Optronics

$0.27

  Friday (February 5)

Ticker

Company

EPS Forecast

HRC

Hill-Rom

$1.05

ADNT

Adient PLC

$0.87

TT

Trane Technologies PLC

$0.92

LAZ

Lazard

$0.97

SNY

Sanofi

$0.69

EL

Estée Lauder

$1.68

LIN

Linde PLC

$2.16

AON

AON

$2.46

ZBH

ZIMMER BIOMET HDG.

$2.07

ITW

Illinois Tool Works

$1.79

REGN

Regeneron Pharmaceuticals

$8.23

CAH

Cardinal Health

$1.44

SPB

Spectrum Brands

$0.75

BERY

Berry Plastics

$0.94

HMC

Honda Motor

$0.75

NFG

National Fuel Gas

$0.99

CHBAY

Chiba Bank ADR

$0.77

SOMLY

Secom ADR

$0.26

ASX

Advanced Semiconductor Engineering

$0.12

BNPQY

BNP Paribas ADR

$0.55

FE

FirstEnergy

$0.50

  This article was originally posted on FX Empire

More From FXEMPIRE:

[researchnesterinsights]

Global Predisposition Biomarkers Market : Recent Trends, Future Growth, Size, Share, Types, High Demand, Industry Analysis and Forecasts 2030

Research Nester published a report titled “Predisposition Biomarkers Market: Global Demand Analysis & Opportunity Outlook 2030” which delivers detailed overview of the global predisposition biomarkers market in terms of market segmentation by type, application, end-user, and by region.

Further, for the in-depth analysis, the report encompasses the industry growth indicators, restraints, supply and demand risk, along with detailed discussion on current and future market trends that are associated with the growth of the market.

The global predisposition biomarkers market is estimated to gain a significant CAGR over the forecast period, i.e., 2021–2030. The market is segmented on the basis of application into screening, susceptibility analysis, diagnostic, prognostic, monitoring, and others, out of which, the diagnostic segment is projected to hold a notable share in the market during the forecast period owing to the increasing demand for early diagnosis of diseases, as it can improve the success rate of the treatment.

The market is estimated to grow on the back of application of biomarkers in screening, diagnosis, and treatment of chronic diseases, such as, cancer, diabetes, and hypertension. Moreover, factors, such as, government initiatives and investment in medical science, rising demand for advanced diagnosis options, and growing market players offering newer products, are anticipated to drive the growth of the market over the coming years.

Download Sample of This Strategic Report: https://www.researchnester.com/sample-request-3090

Regionally, the global predisposition biomarkers market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America and Middle East & Africa region. The market in the North America is anticipated to gain the largest share over the forecast period, on the back of technological advancements and research and development of new diagnosis tools. The market in the Asia Pacific is estimated to experience notable growth owing to the improving healthcare sector, backed by the economic growth in the region.

Need for Efficient Diagnostic Tools to boost the Market Growth

The growing prevalence of chronic diseases, has increased the demand for technology that may diagnose such diseases at their early stage. Growing incidences of diseases, such as cancer and diabetes, is estimated to drive the market growth. As per the report of WHO, more than 422 million people suffer with diabetes globally. Moreover, the advancement in technology is estimated to boost the market growth.

However, lack of efficient healthcare facilities in developing nations is expected to operate as key restraint to the growth of the market over the forecast period.

“The Final Report will cover the impact analysis of COVID-19 on this industry.”

Download/Request Sample Copy of Strategic Report:  https://www.researchnester.com/sample-request-3090

This report also provides the existing competitive scenario of some of the key players of the global predisposition biomarkers market, which includes company profiling of Siemens Healthcare GmbH (ETR: SHL), Danaher Corporation (NYSE: DHR), Biomarker Technologies, Inc., Almac Group Limited, Myriad Genetics, Inc. (NASDAQ: MYGN), F. Hoffmann-La Roche Ltd (SWX: RO), Epigenomics AG (FRA: ECX), Thermo Fisher Scientific Inc. (NYSE: TMO), Bio-Rad Laboratories, Inc. (NYSE: BIO), and QIAGEN GmbH (NYSE: QGEN). The profiling enfolds key information of the companies which encompasses business overview, products and services, key financials and recent news and developments. On the whole, the report depicts detailed overview of the global predisposition biomarkers market that will help industry consultants, equipment manufacturers, existing players searching for expansion opportunities, new players searching possibilities and other stakeholders to align their market centric strategies according to the ongoing and expected trends in the future.  

More Information@ https://www.researchnester.com/reports/predisposition-biomarkers-market/3090

About Research Nester

Research Nester is a leading service provider for strategic market research and consulting. We aim to provide unbiased, unparalleled market insights and industry analysis to help industries, conglomerates and executives to take wise decisions for their future marketing strategy, expansion and investment etc. We believe every business can expand to its new horizon, provided a right guidance at a right time is available through strategic minds. Our out of box thinking helps our clients to take wise decision in order to avoid future uncertainties.

Contact for more Info:

AJ Daniel

Email: info@researchnester.com

U.S. Phone: +1 646 586 9123

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