Financial Data | Sentieo https://sentieo.com/category/financial-data/ Mon, 08 Aug 2022 16:21:03 +0000 en-US hourly 1 https://wordpress.org/?v=6.0.7 Stagflation Risks and Credit Ratings: A Mid-Year Chat with Fitch Ratings (Webinar Recap) https://sentieo.com/a-mid-year-chat-with-fitch-ratings/ Mon, 08 Aug 2022 16:20:21 +0000 https://sentieo.com/?p=14760 Following the recent Fitch reports integration in Sentieo’s award-winning Document Search module, we sat down with Justin Patrie, CFA, Senior Director, Fitch Ratings, to discuss Fitch’s H2 2022 outlook.  In this webinar, Mr. Patrie covers both the deteriorating global macroeconomic conditions as well as shares insights from the changes in Fitch’s ratings across sectors and...

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Following the recent Fitch reports integration in Sentieo’s award-winning Document Search module, we sat down with Justin Patrie, CFA, Senior Director, Fitch Ratings, to discuss Fitch’s H2 2022 outlook. 

In this webinar, Mr. Patrie covers both the deteriorating global macroeconomic conditions as well as shares insights from the changes in Fitch’s ratings across sectors and geographies. 

From the macroeconomic perspective, Mr. Patrie discusses what drove the downward revisions for GDP growth across regions in the first six months of 2022. Fitch has also substantially increased the full-cycle rates and inflation forecasts. Further, the downside case scenarios for H2 2022 have increased in probability: from stagflation (high inflation with low growth), to a global recession, to the unknown effects of monetary tightening after decades of declining rates. 

The specific sector outlooks have also been revised. While Fitch takes a “full cycle” view on ratings, extreme exogenous shocks do play a role in the revisions. While most sector outlooks remain neutral, the number of negative sector outlooks increased substantially following the detailed mid-year reviews, and the number of positive sector outlooks decreased. 

On the positive side:

Fitch sees improvements in commodities and certain services, driven, in part, by the still-strong labor markets. But the clouds are gathering for 2023, considering the ongoing tightening. 

Within the more vulnerable sectors, Mr. Patrie highlighted Emerging and Frontier Markets, Unsecured Lending, and Real Estate. 

For example, Eastern European commodity importers are increasingly vulnerable in 2022 due to the confluence of weaker currencies, strong commodities, and proximity to the Russia-Ukraine conflict. Unsecured Lending, especially European Asset-Backed Securities, is exposed to declining real incomes and overall economic deceleration. The picture is similar with Real Estate broadly, with interesting sub-sector details shared during the webinar. The vulnerabilities there are driven by the YTD rate increases, especially in countries with issues on affordability and a high mix of floating-rate mortgages. 

During the Q-and-A session, we covered inflation trends including gas supply to the EU and soft commodities, specific sovereigns (including commodity exporters in the Gulf and Latin America), and sovereigns with higher USD external debt exposure. 

Watch the full webinar with Fitch Ratings and browse our other videos on our media channel.

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Practical Cloud Solutions for Innovation Leaders at Investment Firms https://sentieo.com/cloud-solutions-for-innovation-leaders/ Wed, 08 Jun 2022 19:12:41 +0000 https://sentieo.com/?p=14154 We don’t envy the challenges investment management firms face daily.  Complex regulatory requirements. Data-intensive business models. Competitors introducing disruptive technologies. Legacy system incompatibility and sprawl. It’s enough to cause stressful days and sleepless nights for leaders tasked with driving innovation and solutions around these issues. Many cloud-based technologies provide frameworks that allow innovation leaders, CIO’s,...

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We don’t envy the challenges investment management firms face daily. 

Complex regulatory requirements. Data-intensive business models. Competitors introducing disruptive technologies. Legacy system incompatibility and sprawl. It’s enough to cause stressful days and sleepless nights for leaders tasked with driving innovation and solutions around these issues.

Many cloud-based technologies provide frameworks that allow innovation leaders, CIO’s, research directors, and portfolio managers to scale solutions for their business needs more effectively and efficiently than on-premise (“on-prem”) solutions can offer. But even with clear-cut advantages provided by cloud solutions, concerns can arise regarding security, uptime/operational resiliency, and how cloud technologies map to regulatory guidelines.

These tradeoffs need to be evaluated by a firm based on their operating model, with evaluations taking into account both off-the-shelf and bespoke software options (no wonder that the global software consulting has become a $200 billion industry!)1

Unlocking the Power of Investment Research with Cloud Technology

Investment management companies know that the core driver for their firms’ performance is their investment research: sound research drives new investment ideas. When done well, research can help firms capture that elusive alpha. 

As a result, when narrowing our focus to evaluate most investment managers’ research management processes, the value a cloud-based approach can provide starts to emerge. Leveraging the power of cloud computing as part of a research management system (RMS) can: 

  • Drive significant workflow efficiency improvements across research and investment teams
  • Create a centralized, standardized platform for collaboration, regardless of team member locations
  • Provide real-time visibility into investment theses for key internal stakeholders (eg, portfolio managers)
  • Deliver a single, secure source of truth to guard IP and streamline compliance reporting preparation

In the evaluation process, we don’t want to downplay the importance of addressing any concerns that may result from a move to the cloud vs legacy on-prem strategies. When assessing RMS vendors who’ve transitioned to the cloud, due diligence should include understanding a vendor’s:

  • Data protection and access controls, both while in transit and at rest
  • Standards for high availability, especially for global organizations
  • Information security and infrastructure designed around risk management best-practices
  • Compliance with global security standards

Takeaways

Your research team likely developed an organic approach to getting their work done; we’ve seen it with many companies. But more often than not, these approaches have either relied on clunky internal systems or are patchworked across multiple, disjointed software programs that provide limited visibility across teams.

Cloud-based RMS technologies have emerged that can help with creating more efficient workflows, improved collaboration, and better visibility of research outputs for organizations. These tools can be an important, high-impact step in an investment manager’s digital transformation journey. Take time to do your due diligence and find your best fit, and you can unlock more of your research team’s valuable insights.

  1. https://www.thebusinessresearchcompany.com/report/software-consulting-global-market-report

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Q1 2022 Themes in 11 Charts https://sentieo.com/q1-2022-themes-in-11-charts/ Mon, 09 May 2022 20:07:31 +0000 https://sentieo.com/?p=13969 With the Q1 2022 reporting season coming to an end, excessively rocky markets, and an aggressive tightening by global central bankers, these are the major themes that stood out to us. Sentieo clients can request our customizable Risk Monitoring dashboard (short video walk-through) for their accounts which covers multiple indicators, from volatility to credit spreads...

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With the Q1 2022 reporting season coming to an end, excessively rocky markets, and an aggressive tightening by global central bankers, these are the major themes that stood out to us. Sentieo clients can request our customizable Risk Monitoring dashboard (short video walk-through) for their accounts which covers multiple indicators, from volatility to credit spreads to daily changes in rates to trading volumes to sentiment to cross-correlations between the major equity ETFs. We are also seeing one of our favorite screens from the covid sell-off getting more and more names (conservatively financed revenue growers with attractive FCF yields and high ROIC).

1. We have been in a high volatility regime this year: while the daily spikes in the VIX index dominate the headlines, a smoother moving average shows that we are above the long-term mean (19.6) and median (17.1) for the indicator.

long term VIX

(public chart link)

Looking at a one-year chart of the VIX with a 50-day moving average, we can see that volatility bottomed in Q3 2021, and has been moving upwards steadily.

one year vix

(public chart link)

2. Even traditional conservatively positioned portfolios are doing poorly as the move in interest rates has impacted fixed income assets across the spectrum (government, corporates and asset-backed). For example, a 50/50 SPY (S&P 500 ETF) and AGG (Barclays US Aggregate Bond Index ETF) is down 11% YTD as of “pixel time”, a highly unusual situation.

YTD returns SPY

(public chart link

For positive YTD returns, investors would have had to have substantial commodity exposure: a portfolio with 20% each SPY, AGG, MNA (merger arb ETF), GLD (gold) and USO (oil futures; risks) ekes out a positive 5% YTD return.

YTD returns of a portfolio with 20%

(public chart link)

3. Inflation is a major topic on conference calls: we see a large spike in transcripts that mention inflation this year, overlaid with the YoY% change in CPI-U (Sentieo users: FRED Macro data set CPIAUCSL, YoY % Change).

US CPI-U YoY

(public chart link)

4. Inflation, especially commodity inflation, is resulting in margin compression across sectors. For example, the average EBIT margin in the S&P 500 Household and Personal Care companies (PG, CL, CHD, CLX, KMB) is at a decade+ low.

Unweighted avg EBIT

(public chart link)

5. The upwards move in rates is affecting rate-sensitive sectors, such as real estate. The standard US 30-year fixed rate mortgage is at a 10+ year high, and homebuilders (using the ITB ETF) and brokerages (ZG RDFN RLGY) have declined.

10 year US mortgage rate

(public chart link)

6. In terms of sector performance, energy and agriculture/fertilizer stocks have been standouts YTD. Global energy (IXC) is up north of 30%, pipelines (AMLP) up 20%, and global agriculture producers (VEGI), up 10%+. 

YTD returns IXC

(public chart link)

7. Equity sectors that have been hit hard YTD are SaaS names (CLOU) and biotechs (XBI), down about 30% and 35%, respectively.

YTD returns cloud

(public chart link)

8. Digging deeper into the fixed income markets, we see negative returns across the board, regardless of credit or seniority: the broad AGG (mentioned above), 7-10 and 20+ year Treasurys (IEF and TLT), IG and HY corporates (LQD and HYG), senior loans (SRLN), and mortgage REITs (REM). Credit investor clients can request our Credit Portfolio Monitoring Dashboard (video walk-through) or, for idea generation, our Credit Topic Monitoring dashboard (video walk-through).

YTD returns AGG

(public chart link)

9. And there are “hidden” volatility winners: for example, EBIT grows quite a bit with volatility for the sole publicly traded high frequency firm Virtu (VIRT): we can plot YoY% change in EBIT against the VIX.

VIRT EBIT change

(public chart link)

To learn more about how we performed our analysis and created the charts in Sentieo, watch our basic and advanced data visualization webinars and read this data visualization guide.

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April 2022 Release Highlights https://sentieo.com/april-2022-release-highlights/ Wed, 13 Apr 2022 12:30:00 +0000 https://sentieo.com/?p=13691 This month’s release focuses on creating better integrated workflows while also helping customers get proprietary data off their desktops and into the Sentieo platform to unlock powerful insights. In our latest release, we are introducing: Sentieo Connect to Leverage the Power of Your Firm’s Data Sentieo Connect is a powerful new feature that allows users...

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This month’s release focuses on creating better integrated workflows while also helping customers get proprietary data off their desktops and into the Sentieo platform to unlock powerful insights.

In our latest release, we are introducing:

Sentieo Connect to Leverage the Power of Your Firm’s Data

Sentieo Connect is a powerful new feature that allows users to upload and integrate their proprietary and 3rd party data, including items like analyst-driven estimates, price targets, and other model outputs, as well as portfolio holdings driven out of portfolio accounting systems.

Once uploaded, analysts and PMs can use their data alongside Sentieo-sourced data to create better integrated workflows and more seamless monitoring of investment universes and portfolios using tools like Dashboard, Screener and Plotter.

Expanded Ticker Type Support for Watchlist Imports

We’ve enabled our Watchlist Manager with support for a broader list of ticker types that can be utilized in CSV uploads, allowing users a quicker path to building and using robust watchlists.      

Open Access Beta for New User Experience

As Sentieo continues to look for ways to create better user interactions with our system, we’ve undertaken a platform design initiative, with the goal of making the overall experience more seamless, the journey more contextual and the design more consistent.

Users now have the opportunity to try out the new experience for yourself, as we’ve opened up the beta environment (named Vega) to all users. Try it out today and let us know what you think!

If you are a current Sentieo user, log into Sentieo to read the April 2022 release notes. If you’d like to learn more about the Sentieo Platform, contact us today to meet with a solution executive.

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Housing Inflation Will Keep US CPI Elevated https://sentieo.com/housing-inflation-will-keep-us-cpi-elevated/ Wed, 30 Mar 2022 21:20:44 +0000 https://sentieo.com/?p=13610 Maybe you saw our piece in the Financial Times a few weeks ago (“No Shelter for the Fed”, March 14, 2022): we argued that the shelter component in the US Consumer Price Index is currently understated due to its “laggy” survey-based methodology. We were observing double-digit inflation in both single-family home prices, and in apartment...

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Maybe you saw our piece in the Financial Times a few weeks ago (“No Shelter for the Fed”, March 14, 2022): we argued that the shelter component in the US Consumer Price Index is currently understated due to its “laggy” survey-based methodology. We were observing double-digit inflation in both single-family home prices, and in apartment REIT rent rates. At the same time, the shelter component increase in the CPI release has been coming in at under 5%, as illustrated on the chart below.  

CPI chart

(public chart viewer link)

The higher-frequency data since we published the piece continues to indicate double-digit housing inflation, which we expect will be working itself into the CPI regardless of what happens to the more volatile components, like energy (see our “Higher for Longer” piece predicting high oil and gas prices back from October 2021 due to the dramatic decrease in capex spend). 

For example, several Residential REITs presented at conferences in March, and guided to 12-16% “blended” (new and renewal leases) rate increases for Q1 2022 (see our Snippets “Side by Side” view video), 

keyword finder

Redfin’s data also continues to be torrid: record high condo prices, record high single-family prices, 15% average rent price increases, record number of bidding wars in February 2022, and similar. 

Potentially counteracting the growth in prices has been the recent increase in mortgage rates: while low by historical standards, we recently saw the standard 30-year rate approaching 4.5%. We say “potentially” because US housing is underbuilt especially when considering the millennial generation “bump”, and, additionally, a larger percentage of home buyers are investors less dependent on traditional mortgage financing: the National Association of Realtors data points to 22% of buyers being investors, up from 15%, and cash offers being almost one third of transactions, also up considerably from a year ago.

US 30 yr fixed income chart

(public chart viewer link)

So, without a major increase in housing supply on the horizon, and higher rates possibly being less effective than before, we continue to expect that the double-digit housing inflation rate to persist, and this will keep CPI elevated for a long period of time, as outlined in our FT piece.

Get in touch if you’d like to learn more about using the Sentieo platform in your research process.

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Discovering Sentieo: Top Webinars, Guides, and Blog Posts https://sentieo.com/discovering-sentieo-top-webinars-guides-and-blog-posts/ Tue, 02 Nov 2021 12:48:55 +0000 https://sentieostg.local/?p=12657 “I did not know you could do that in Sentieo” is something we hear quite often from the users of our award-winning research platform, from advanced search, to complex screening and data visualizations. To address this frequent feedback, we decided to share some of our top webinars, guides, and blog posts in one place below. ...

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“I did not know you could do that in Sentieo” is something we hear quite often from the users of our award-winning research platform, from advanced search, to complex screening and data visualizations. To address this frequent feedback, we decided to share some of our top webinars, guides, and blog posts in one place below. 

On Demand Webinars 

“Liberate yourself from Ctrl-F” (Part 2) – the Advanced user version of our Document Search webinar continues to be very popular with existing clients. We go over more advanced functions, such as document section searches, speaker searches, footnote searches, combining multiple Boolean operators, dynamic synonym suggestions, workflows around watchlists, qualitative factors, document trends, NLP heatmaps, NLP topics, redlining, table chaining and visualization, and more. 

“Advanced data visualization” – another Advanced version of our module-focused webinars, this webinar focuses on Sentieo’s data visualization engine Plotter. We go over advanced hybrid series such as rolling correlations, sector-level relative valuation and profit pool analysis, dashboard templates, benchmarking visualizations, and more. 

“Sentieo for ESG Research”– in this webinar, we go over how the full platform can be used specifically for ESG research, and ESG research management. We go over advanced queries, available ESG document sets, ESG-specific dashboards and visualizations. We also discuss the need for proper research management: from templates for notes from management meetings to proxy voting records to dashboards, version control, and auditability. 

Guides

 A New Approach to ESG Research Integration– this guide is designed to help institutional investors explore a new, integrated approach to ESG research management that can overcome the challenges and maximize the opportunities of ESG investing.

Gaining Competitive Advantage with Investment Research Through the Use of Artificial Intelligence and Other Technologies– this guide from Harvard Business Review Analytic Services looks at the direct applications of modern technologies in the research process, from tackling unstructured data to holistic workflow strategies. 

A New Generation of Research Management Systems– this Celent Briefing note goes over the must-haves in modern research management systems. Creating, systematizing, searching, and protecting internally-generated IP is a common problem for all knowledge-heavy organizations. 

Financial Data Visualization and Analysis Guide– in this guide, we go over a range of financial data visualizations and analyses in Sentieo’s data visualization engine Plotter. Every example has an embedded in-pdf video for a direct “how to” demonstration. 

Blog Posts

8 Ways to Integrate ESG Research for UN PRI Compliance (March 2021) – the increasing importance of the PRI initiative is evidenced by both the growth in signatories and AUM. In this blog post, our head product specialist goes over some of the ways our clients integrate ESG into their workflow inside the Sentieo research platform. 

Sentieo Platform Integrations Facilitate Enterprise Deployments (May 2021) – extensive integrations are a must for any research platform looking to unite internal and external IP alongside existing productivity tools like Slack and Outlook. In this blog, we go over some of the existing platform integrations currently deployed by our 1,100+ institutional and corporate clients. 

Freight Woes Threaten The Holiday Shopping Season (September 2021) – while the port congestion problems are headline news now, we saw the dire retailer inventory levels in the data back in August using our platform to analyze the sector. See the sector-level analysis and visualizations, and more.

Using AI to Find the Key Themes This Earnings Season: Office REITs Hurt by Slow Return to the Office (November 2020) – the “ great return to the office” has had several false starts globally. In this blog, we use Sentieo’s NLP applications to see what is happening in the sector, from section redlining heatmaps to transcript topic classifications across peers. 

To stay up to date on everything happening with Sentieo, follow us on LinkedIn, Twitter, and YouTube

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Macroeconomic and Credit Topics Dashboards in Sentieo https://sentieo.com/macroeconomic-and-credit-topics-dashboards-in-sentieo/ Tue, 26 Oct 2021 13:00:14 +0000 https://sentieostg.local/?p=12593 Sentieo’s powerful and flexible Dashboards have grown dramatically in both client adoption and functionality since we introduced them two and a half years ago. Showcasing the depth of the research platform, the Dashboards bring together documents, document search, research management/research monitoring, financial and alternative data, data visualizations, Tableaus, iFrames, and much more, through over 50...

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Sentieo’s powerful and flexible Dashboards have grown dramatically in both client adoption and functionality since we introduced them two and a half years ago. Showcasing the depth of the research platform, the Dashboards bring together documents, document search, research management/research monitoring, financial and alternative data, data visualizations, Tableaus, iFrames, and much more, through over 50 different widget types. 

Sentieo clients can build their own Dashboards, and have access to pre-built general as well as industry- and function-specific Dashboards. Over time, we have rolled out specialized Dashboards such as Credit Position Monitoring (video walk-through), Special Situations (video walk-through), ESG Topic Monitoring (video walk-through), and our Sustainalytics integration (video walk-through and joint webinar). 

Following the high client demand for our recent Risk Monitoring Dashboard (blog post with video-walk through), today we are introducing two additional dashboards: US Macro and Credit Themes. Below you will find brief descriptions, screenshots, and video walkthroughs of both. 

US Macroeconomic Dashboard 

This Dashboard uses mostly our FRED Macro integration to bring in 21 data visualizations of various macroeconomic data sets, from GDP growth, to inflation, changes in the money supply, housing starts, and credit spreads.

If you’d like a more detailed walkthrough of the dashboard, please watch the video below.

Credit Topics Dashboard 

The Credit Topics Dashboard is useful for idea generation and general conditions monitoring. We see incoming mentions of terms like covenant breach and bridge loans, along with upcoming maturities, new issuances of both debt and equity, as well as data visualizations of the overall credit market conditions. 

If you’d like a more detailed walkthrough of the dashboard, please watch the video below.

To learn more about Sentieo, please visit our Resources page for guides and recorded webinars, or request a demo

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Introducing Sentieo’s New Interactive Guide to Financial Data Visualization and Analysis https://sentieo.com/introducing-sentieos-new-interactive-guide-to-financial-data-visualization-and-analysis/ Wed, 20 Oct 2021 13:29:00 +0000 https://sentieostg.local/?p=12573 Creating compelling visualizations is now a must for a wide range of knowledge professionals, from investment analysts to portfolio managers to consultants and executives. Data visualizations help create stories across investor presentations and letters, internal benchmarking reports, public presentations, and more. Sentieo’s data visualization tool Plotter combines financial, valuation, macro, alternative and internal data sets,...

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Creating compelling visualizations is now a must for a wide range of knowledge professionals, from investment analysts to portfolio managers to consultants and executives.

Data visualizations help create stories across investor presentations and letters, internal benchmarking reports, public presentations, and more. Sentieo’s data visualization tool Plotter combines financial, valuation, macro, alternative and internal data sets, and overlays an intuitive calculations layer on top, enabling accelerated analysis.

In Sentieo’s new multimedia guide, we go over several different use cases that demonstrate the power of the Sentieo platform. The full guide, with short in-pdf videos is available for download here.

Below we are sharing one of the use cases where we analyze revenue share and profit pool share in the US home improvement retail industry. 

Revenue Share and Profit Pool Analysis 

Analyzing sector dynamics is another foundational analytic activity that can be done quickly in Sentieo’s Plotter. Here we look at the dynamics of the U.S. home improvement retail market, and more specifically at Home Depot and Lowe’s, though the same approach can be used for more fragmented sectors. First, we aggregate the revenues for the two dominant players and calculate the revenue share. Then we do the same with EBIT as a proxy for the industry profit pool and calculate the respective shares as well. 

In these two visualizations, we can observe the following:

  • Revenue share split has been fairly steady over the last 10 years, at 60/40
  • However, the EBIT share split has been at 70/30
  • This shows that there is room for further analysis regarding the advantage that HD has: economies of scale, customer mix (pro vs. DIY), private label penetration, and similar factors 

Revenue Share Analysis (interactive chart viewer)

Sentieo analysis chart

Profit Pool Share Analysis (interactive chart viewer)

Sentieo analysis chart

Watch this short video walkthrough of our revenue share and profit pool analysis:

Download the full guide.

For more extensive demos of the data visualization module in the Sentieo platform, please watch our recent Basic and Advanced Plotter webinars.  Or contact us to set up a demo or get a free trial account.

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Oil and Gas: “Higher for Longer” after Years of Underinvestment https://sentieo.com/oil-and-gas-higher-for-longer-after-years-of-underinvestment/ Thu, 14 Oct 2021 20:22:20 +0000 https://sentieostg.local/?p=12568 The recent spike in energy prices across Europe and Asia has been well documented in the press: however, it has been in the making for years. In this blog post, we will share some data on capex trends in the industry. We do anticipate that hydrocarbon energy prices will stay “higher for longer”. For a...

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The recent spike in energy prices across Europe and Asia has been well documented in the press: however, it has been in the making for years. In this blog post, we will share some data on capex trends in the industry. We do anticipate that hydrocarbon energy prices will stay “higher for longer”. For a great in-depth look at capital cycles, we recommend the book “Capital Returns: Investing Through the Capital Cycle”

Starting with some of the larger names in the S&P 500 Energy Sector ETF (NYSE:XLE), we can see that capex currently is at around 2004-2005 levels of $8-$10 bn per quarter in aggregate, quite far from the peak of $25 bn+ per quarter in the 2014-2015 period. For this chart, we took the 20-year capex history for Exxon, Chevron, EOG, Pioneer, ConocoPhillips, and Williams. 

(interactive chart viewer)

The picture is very similar with the European supermajors, BP plc and TotalEnergies: their capex also peaked in the 2014-2015 period at over $15 bn per quarter and is now at around $5 bn per quarter (chart is shown in USD).

(interactive chart viewer)

The data looks very similar for the Canadian producers like Suncor and Canadian Natural Resources, as well as for large emerging markets-based players like Petrobras and Sasol. The most dramatic decline in capex that we spotted was that of shale pioneer Chesapeake Energy: at one time the second largest natural gas producer, the company went through a Chapter 11 reorganization. The company now spends about $100-$200 million per quarter versus $3-$4 billion per quarter in the early 2010s.

Interestingly, despite the strength of oil prices (WTI displayed, left axis), the total returns for the XLE Energy Sector ETF are flat on a two-year basis, perhaps indicating a long-term opportunity.

(interactive chart viewer

If you are interested in seeing how quickly we built the aggregate capex level chart in Sentieo’s data visualization engine Plotter, please watch the video below.

Find out more about Sentieo’s data visualization capabilities in our recent Basic and Advanced webinars focused on our data visualization engine Plotter. Or contact us for a demo or free trial account.

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Risk Monitoring Dashboard in Sentieo https://sentieo.com/risk-monitoring-dashboard-in-sentieo/ Wed, 06 Oct 2021 16:12:11 +0000 https://sentieostg.local/?p=12535 Sentieo’s powerful and flexible Dashboards have grown dramatically in both client adoption and functionality since we introduced them two and a half years ago. Showcasing the depth of the research platform, the Dashboards bring together documents, document search results, research management/research monitoring, financial and alternative data, data visualizations, Tableaus, iFrames, and much more, through over...

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Sentieo’s powerful and flexible Dashboards have grown dramatically in both client adoption and functionality since we introduced them two and a half years ago. Showcasing the depth of the research platform, the Dashboards bring together documents, document search results, research management/research monitoring, financial and alternative data, data visualizations, Tableaus, iFrames, and much more, through over 50 different widget types. 

Sentieo clients can build their own Dashboards, and have access to pre-built general as well as industry- and function-specific Dashboards. Over time, we have rolled out specialized Dashboards such as the:

The new Risk Monitoring Dashboard (available to clients upon request) provides a comprehensive look at financial markets conditions across a variety of metrics, from macro, to credit, to equities, as well as aggregate NLP sentiment from transcripts, document trends, news, technical analysis, and more.

In the partial screenshot below, we display six out of the eighteen different widgets. Clients can add and delete widgets to customize further as well as share the dashboard internally with their team.   

6 graphs from plotter

For a detailed video walkthrough of every indicator included, please watch this video: Video: Sentieo Risk Monitoring Dashboard

If you are interested in building your own data visualization Dashboard in Sentieo, this is the “how to” video (including Sentieo’s data visualization engine Plotter, Tableaus, and iFrames): Video: Adding Data Visualization Widets in Sentieo Dashboards

Learn more about Sentieo’s data visualization capabilities in our Basic and Advanced Data Visualization webinars, or contact us to schedule a demo.

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Freight Woes Threaten The Holiday Shopping Season https://sentieo.com/freight-woes-threaten-the-holiday-shopping-season/ Thu, 30 Sep 2021 20:07:38 +0000 https://sentieostg.local/?p=12522 Global supply chains are under significant pressure from COVID and other disruptions. In this blog, we look at inventory levels across leading US retailers, shipping company dynamics, as well as transcript color from recent conference calls. TIP: If you plan on doing holiday shopping this year, do it now.  We have been monitoring inventory levels...

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Global supply chains are under significant pressure from COVID and other disruptions. In this blog, we look at inventory levels across leading US retailers, shipping company dynamics, as well as transcript color from recent conference calls.

TIP: If you plan on doing holiday shopping this year, do it now. 

We have been monitoring inventory levels across retail for over a year now. Last September, we collaborated with the Financial Times on looking at the aggregate inventory levels for over 30 retailers after the initial COVID disruptions. 

In one of our favorite data visualizations, we add up the quarter-ending inventory levels at eight leading US retailers: Walmart (also parent of Sam’s Club), Target, Home Depot, Lowe’s, TJX (parent of TJ Maxx, HomeGoods, and others), Best Buy, Dollar General, and The Gap Inc. (parent of Gap, Banana Republic, Old Navy, Athleta). 

In addition, we added the quarterly revenues for these eight leading retailers. Then we simply divided the inventory by the revenues for the most recent quarter. 

We can see that industry inventory levels, in relation to the industry revenues, are extremely low. The usual seasonality (inventory peaking at the end of Q3, and dropping at the end of Q4) has been severely disrupted since COVID.

Ratio with mean chart

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We are seeing the problems in conference calls as well. For example, transcripts that mention container/containers have skyrocketed in recent months. 

Transcripts (monthly count) with mentions of container/s chart

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The picture is similar for related terms, such as “freight” and “bottlenecks.”

Transcripts (monthly count) with mentions of "freight" chart

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Transcripts (monthly count) with mentions of "bottlenecks" chart

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To be sure, there have been beneficiaries such as shipping giant Maersk. We have seen strong and persistent revisions upwards of the 2021-2022 revenue estimates, along with a strong share price performance. 2023 revenue estimates have also been moving upwards but in a less dramatic fashion. 

Maersk Revenue Estimates vs Stock Price chart

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The freight complexities are not limited just to trans-ocean shipping. Companies such as Fedex and UPS, are seeing increased costs for both labor and fuel, and have seen a contraction in their valuation multiples recently (using rolling NTM P/E for this example). Both multiples are now below their respective 5-year means.

NTM PE chart

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We also looked for color from recent company transcripts, all from the month of September. 

Nike (footwear and apparel): container shipping times are double the normal

Keep in mind that there are global complexities and differences in transit times and sourcing mix across our geographies, so I’m going to use North America as an example to just go a little deeper on what I’m talking about. Prior to the pandemic, it would have taken approximately 40 days to move product from Asia to North America. Transit times have been increasing due to container shortages, port congestion, rail congestion and labor shortages, impacting the entire industry. And during Q1, these lead times worsened further to now sit at 80 days, roughly 2x normal.

Costco (retail): container and shipping costs are up six times 

Some inflationary soundbites, if you will. Price increases on items shipped across the oceans, some suppliers or us paying to 6x for containers and shipping. Price increases of pulp and paper goods, some items up 4% to 8%. Again, we’re trying to mitigate those where we can, and we think we’ve done a decent job of mitigating some of it.

General Mills (packaged foods): logistics labor and global container shortages will persist 

I guess we foresee labor challenges persisting for quite a while, I mean, especially if you look at logistics. So there’s a shortage of truck drivers here in the U.S., and that’s not going to abate for a while. There is a shortage in shipping containers as we look at global transportation. You can see them on pictures in the L.A. port. So that’s not going to be — go away for a while. And while we have seen a little bit of loosening in the labor markets once the government spending has kind of decreased, that’s not going to solve the whole — that’s not going to help solve the whole dilemma. So I would suggest that the challenges we have with labor and labor inflation are going to persist for quite some time. We have not really seen them abate significantly at this point.

Terex (industrial): the shortages are “irrespective of cost”

The ability to have available containers and ships to get the machines to the European market is definitely an issue irrespective of cost.

Cracker Barrel (restaurant and retail): 200-300% increases in container costs

On the retail side, we have similar pressures there. Those are more in terms of some of the shipping costs and container costs. As many of you’ve probably seen in a lot of articles, you see ocean freight containers are up at times from 200% to 300% over kind of contracted rates.

ConAgra (packaged food): supply-demand disbalance ongoing since COVID

The first piece is supply-demand bottlenecks, everybody knows that since the start of COVID, the level of demand for food companies’ products has been elevated. It has remained elevated. And with Delta variant and other labor issues, that has strained the supply chain of many companies in the space. I tip my hat not only to our folks, but other companies for working this very effectively to the best of their abilities. And it’s a day-by-day challenge, but I’m proud of the work our team is doing to keep servicing our customers and getting products to our consumers on the shelves.

Eaton (industrial): bottlenecks are “materially worse” in Q3 2020

I mean, clearly, the big challenge for us is really supply chain availability. Again, it’s been well-documented, the issues around semiconductors, resins, various types of metals that we source. And so coming into Q3, we really expected that we’d start to see some improvement in some of the supply chain bottlenecks. And much to our surprise and to the surprise, really, I think, of everybody in the industry, we’ve seen that things actually got materially worse in Q3.

Hasbro (toys and games): doubled the number of ports used to address the delays

We’ve added domestic ports in the United States. In fact, we’ve almost doubled the number of ports here in the U.S, we’ve added a number of ports that we are now using in Asia and in China.

Freshpet (pet food): equipment delays even for local food manufacturers

But we’re supposed to be starting up our second line in our Kitchens South, and we have 2 pieces of equipment that are coming from, 1 from Japan and 1 from Europe that are stuck at a port. And getting through the ports is a problem. So we have about a 2-week delay in starting up that line because we can’t get stuff moved through the port. Those kinds of supply chain issues are things you never worried about in the past, and now you worry about them.

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Pumpkin Spice Isn’t Over https://sentieo.com/pumpkin-spice-isnt-over/ Thu, 23 Sep 2021 12:07:37 +0000 https://sentieostg.local/?p=12518 Our head of research Nick Mazing was wrong (yet again). In a 2019 blog post, he declared that Pumpkin Spice is over. The blog looked at the earlier start and lower peak of “stacked” searches for pumpkin spice, as well as new products like the pumpkin spice-flavored SPAM selling out in hours, and stated, verbatim,...

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Our head of research Nick Mazing was wrong (yet again). In a 2019 blog post, he declared that Pumpkin Spice is over. The blog looked at the earlier start and lower peak of “stacked” searches for pumpkin spice, as well as new products like the pumpkin spice-flavored SPAM selling out in hours, and stated, verbatim, “we declare that pumpkin spice is over.” 

Not so fast. 

Two years later, we can see that “stacked” search trends for pumpkin spice are trending very much in line with the record recent years (for more strong consumer trends, download our white paper with 39 Post-Pandemic Consumer Trends). 

plotter graph

Notably, the recent pattern (August start) is a major shift, versus the historical (pre-2010) trends. We can see that (1) the search volumes are much bigger, and (2) the peak is much earlier (vs. Thanksgiving). We left the 2021 trend for contrast to the 2004-2009 trends: not only is it spiking much earlier but it is also higher year-round. 

plotter graph

Using the Sentieo platform’s Document Search feature, we queried press release titles for mentions of pumpkin spice to assess the pumpkin spice-related product releases this year. (And, yes, stop using Ctrl-F: watch our Basic and Advanced Document Search webinars.)

Pumpkin Spice search in Sentieo platform

The first one out of the gate was a public company, Laird Superfood (NYSE American: LSF), a recent SPAC transaction: the company’s core products are coffee creamers. We also spotted “the usual suspects”: Dunkin’ Brands with Pumpkin Cream Coldbrew, Keebler (Kellogg) with pumpkin spice fudge stripes, Peet’s Coffee, recent IPO Krispy Kreme (Nasdaq:DNUT), and others. Two products that stood out this year were Pumpkin Spice Cup Noodles from Nissin (yes, really), and Honey Baked Ham Company’s “early release” of Pumpkin Spice-glazed Turkey Breast.

Of course, the pumpkin spice “OG” Starbucks (Nasdaq:SBUX) is still going strong. We reviewed their transcripts going back to 2006 for comments. Below we have extracted a few illustrative quotes about the phenomenon. 

February 2006:

Last year’s seasonal and holiday favorites returned this year, beginning in the fall with the Pumpkin Spice platform. The continued success of Pumpkin Spice provided an excellent prelude to the November return of our great anticipated holiday offering Beverage Trio — peppermint, gingerbread and eggnog.

November 2006:

Beverages introduced during the fourth quarter included our new Frappuccino juice blends, offered in two popular flavors, pomegranate and tangerine, and the return of one of our highly anticipated seasonal flavors, pumpkin spice. The continued success of pumpkin spice provides an excellent prelude to the return of our popular holiday beverage trio, Peppermint Mocha, Gingerbread Latte, and Eggnog Latte.

November 2011:

Strong sales momentum coming into Q4 accelerated in September in response to our annual fall promotions featuring our Pumpkin Spice Latte and Salted Caramel Mocha, and Tazo Chai Tea beverage platforms, and our Anniversary Blend coffee. Pumpkin Spice Latte was a notable success, growing 44% over last year.

January 2013:

Also fueling our strong comp growth were our fall promotional beverages, headlined by pumpkin spice latte, combined with our always popular holiday beverage offerings.

October 2013: 10th year anniversary

Building on the strong summer sales in September, the Americas region kicked off for its fall promotional calendar, with what has become our most popular seasonal beverage ever, pumpkin spice latte. 2013 marks the 10th anniversary of PSL, with customers having purchased more than 200 million PSL beverages since launch. Despite the proliferation of knock-offs and copycats, sales of Starbucks PSL beverages are as strong as ever and once again exceeding expectations as customers continue to embrace the quality of the original Starbucks PSL.

November 2013:

We are continually, frankly, even amazed internally at its ability to keep driving its proposition, comping over itself every year, and, frankly, how it has become one of those iconic products that many of our customers measure the seasons by.

When Pumpkin Spice Latte hits it is fall, when the red cup comes into Starbucks stores it is time to think Christmas. We have actually become, in many of our cases, some of those iconic products that really signal things in people’s lives as we have become more pronounced.

October 2014:

With regard to products, it’s clear that over the last 10 years, we created a category that did not exist with Pumpkin Spice Latte. Having said that, PSL did very well for the season.

September 2020:

I think it just goes to show you that in the current environment, customers are looking for a taste of something familiar, something that helps them feel that they’ve returned to a sense of normalcy. And that’s what Starbucks as a brand represents for many customers, and that’s what a product like Pumpkin Spice represents for so many of our customers as well.

To learn more about how the Sentieo research platform can support your investment research workflow and outcomes, we invite you to request a demo.

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