Arcadis N.V. (ARCVF) Stock Analysis
Educational signal · not a buy or sell recommendation · How to read this
P/E 18.64 means the share price is 18.64 times one year of earnings per share; the S&P 500 usually sits near 20-25. Market cap $4.29B is the value of all shares combined.
For informational purposes only. Not financial advice. Machine-generated analysis by Stock Expert AI — model gemini-2.5-flash, generated Jun 14, 2026. Editorial oversight is systemic, not page-by-page. Editorially accountable: Sedat ANAK, Founder and Editor-in-Chief. Data sources: Financial Modeling Prep, Yahoo Finance, SEC EDGAR
Quick AnswerArcadis N.V. (ARCVF) trades at $50.45. Arcadis N.V. is a global design and consultancy firm specializing in natural and built assets, offering comprehensive solutions across infrastructure, water, environment, and buildings. Market cap: $4.29B, Sector: Industrials.
Price as of Sep 11, 2026 · Last analyzed: Jun 14, 2026Analyst Coverage for ARCVF: ARCVF does not currently have published analyst price targets in our coverage universe. This is common for smaller-cap names with limited Wall Street coverage. In the absence of analyst consensus, our AI model evaluates ARCVF against Industrials peers across nine fundamental dimensions and assigns a neutral fundamental signal based on the underlying data.
No score published: this stock trades under $10,000 on a typical day, so the price beside it is not one you could reliably act on.
ARCVF: the 2 scored disciplines are evenly split. Dominant signal: Seth Klarman bullish.
How is this calculated? →AI simulations built from the named investors' published principles. Not affiliated with, endorsed by, or the opinion of these individuals. How these lenses are built
Arcadis N.V. (ARCVF) Industrial Operations Profile
Arcadis N.V. is a global design and consultancy firm specializing in natural and built assets, offering comprehensive solutions across infrastructure, water, environment, and buildings. With a broad geographic footprint and diverse service portfolio, the company addresses complex challenges in urban development and sustainability for various sectors.
What Is the Investment Thesis for ARCVF?
Arcadis N.V. operates in a sector poised for sustained growth due to increasing global demand for sustainable infrastructure, urban development, and climate resilience solutions. The company's diversified service portfolio, spanning design, engineering, asset management, and advisory across four major geographic segments, provides a robust foundation. With a P/E ratio of 18.64 and a dividend yield of 3.01%, Arcadis presents as a mature industrial company with consistent returns. Key value drivers include its comprehensive approach to the asset lifecycle, from conceptual design to operational optimization, which fosters long-term client relationships. Growth catalysts are anticipated from ongoing global investments in green infrastructure and smart cities, where Arcadis's expertise in resilience and digital solutions is highly relevant. However, potential risks include exposure to economic cycles impacting capital spending, the inherent complexities and potential for delays in large-scale projects, and intense competition within the engineering and construction consultancy market. Investors should monitor project pipeline, margin stability, and the company's ability to adapt to technological advancements and evolving regulatory landscapes.
Based on FMP financials and quantitative analysis
ARCVF Key Highlights
Market capitalization stands at $4.29B, reflecting its substantial presence in the global engineering and construction consultancy market.
- A P/E ratio of 18.64 indicates a valuation that is generally in line with established industrial companies.
- The company maintains a profit margin of 4.3%, demonstrating its ability to convert revenue into net income within its service-oriented business model.
- A gross margin of 17.0% highlights the profitability of its core design and consultancy services before operating expenses.
- Arcadis N.V. offers a dividend yield of 3.01%, providing income to shareholders, which is characteristic of a mature and stable company in the industrials sector.
Who Are ARCVF's Competitors?
ARCVF is benchmarked below against 8 industry peers on price, market cap, and our AI MoonshotScore.
| Company | Price | Change | Market Cap | MoonshotScore |
|---|---|---|---|---|
| SHMUF Shimizu Corporation | $15.11 | 0.00% | $10.3B | — |
| PUODY Promotora y Operadora de Infraestructura, S. A. B. de C. V. | $322.89 | +2.14% | $5.25B | — |
| BAFBF Balfour Beatty plc | $12.11 | 0.00% | $5.72B | — |
| NWSZF CTF Services Limited | $0.99 | 0.00% | $4.52B | — |
| MYRG MYR Group Inc. | $284.47 | -0.83% | $4.43B | 815-pillar |
| KBR KBR, Inc. | $35.92 | -1.45% | $4.53B | 685-pillar |
| PRIM Primoris Services Corporation | $74.62 | +2.26% | $4.05B | 555-pillar |
| TPC Tutor Perini Corporation | $88.88 | +3.07% | $4.69B | 765-pillar |
AI Score by Stock Expert AI · Price data: FMP / Yahoo Finance
What Are ARCVF's Key Strengths?
Global presence across key economic regions provides diversified revenue streams and market access.
- Comprehensive service offering covering the entire asset lifecycle, enhancing client retention and project scope.
- Strong expertise in high-growth areas like sustainable infrastructure, resilience, and digital solutions.
- Long operational history since 1888, indicating stability and experience in the industry.
What Are ARCVF's Weaknesses?
Profit margin of 4.3% suggests a competitive market with pressure on pricing for services.
- Reliance on large-scale projects can lead to revenue volatility if project pipelines fluctuate.
- Exposure to economic downturns and capital spending cuts in client sectors.
- Potential for project delays and cost overruns inherent in complex engineering and construction projects.
What Could Drive ARCVF Stock Higher?
ARCVF catalyst: **Global Infrastructure Spending Initiatives:** Increased government and private sector investments in sustainable infrastructure, smart cities, and climate resilience projects worldwide are expected to drive demand for Arcadis's design and consultancy services.
- **Expansion of Digital Solutions:** Continued integration and adoption of digital tools and data analytics in engineering and construction projects could enhance Arcadis's service offerings and operational efficiency, attracting new clients.
- **Strategic Acquisitions:** Potential strategic acquisitions in key growth markets or specialized technological areas could expand Arcadis's capabilities and market share.
- **Urbanization and Population Growth:** Sustained global urbanization trends will continue to fuel demand for new and upgraded built assets and mobility solutions, directly benefiting Arcadis's core business.
- **Energy Transition Projects:** Growing global focus on renewable energy and energy efficiency will likely increase demand for Arcadis's expertise in energy transition and related infrastructure projects.
What Are the Key Risks for ARCVF?
**Economic Downturns:** A significant global or regional economic slowdown could lead to reduced capital spending by clients, impacting project pipelines and revenue for Arcadis.
- **Project Execution Risks:** Large-scale and complex infrastructure projects inherently carry risks of delays, cost overruns, and unforeseen challenges, which can affect profitability.
- **Intense Competition:** The engineering and construction consultancy market is highly competitive, potentially leading to pressure on service fees and profit margins.
- **Currency Fluctuations:** As a global company, Arcadis is exposed to currency exchange rate fluctuations, which can impact reported financial results when converting foreign earnings.
- **Regulatory and Compliance Changes:** Evolving environmental, safety, and construction regulations in various operating regions could increase operational costs or project complexities.
What Are the Growth Opportunities for ARCVF?
- Growth opportunity 1: **Sustainable Infrastructure Development** - The global push for sustainable development and climate resilience presents a significant growth avenue. Arcadis's expertise in climate adaptation, energy transition, environmental restoration, and sustainable advisory services positions it to capture a share of the rapidly expanding market for green infrastructure projects. Governments and private entities worldwide are committing substantial investments to reduce carbon footprints, enhance resource efficiency, and build resilient communities, driving demand for specialized consultancy services.
- Growth opportunity 2: **Digital Transformation in Built Assets** - The integration of digital technologies, such as Building Information Modeling (BIM), data analytics, and IoT, is revolutionizing the design, construction, and operation of built assets. Arcadis's offerings in digital environmental health, safety, and sustainability, alongside technology and information advisory services, enable clients to optimize asset performance, enhance efficiency, and improve decision-making. This digital shift creates demand for sophisticated consultancy services that can guide clients through technological adoption and leverage data for smarter infrastructure. The market for digital construction technologies is growing rapidly, providing Arcadis with opportunities to expand its high-value digital service offerings and differentiate itself.
- Growth opportunity 3: **Urban Mobility Solutions** - Rapid urbanization globally necessitates advanced and integrated mobility solutions. Arcadis's focus on connected highways, intelligent rail and transit systems, integrated airports, and new mobility paradigms addresses critical needs for efficient, sustainable, and safe transportation networks. As cities expand and seek to reduce congestion and environmental impact, investments in smart mobility infrastructure are increasing. This sector offers substantial growth, with projects often involving complex planning, design, and engineering challenges that align perfectly with Arcadis's core competencies. The timeline for these projects is typically long-term, ensuring sustained revenue streams.
- Growth opportunity 4: **Water Resource Management and Optimization** - With increasing global water scarcity and quality concerns, services related to water supply, treatment, distribution, resource management, and industrial water/wastewater are becoming critically important. Arcadis's comprehensive water solutions address these challenges, providing essential expertise for both municipal and industrial clients. The market for water infrastructure and management is robust and driven by regulatory compliance, population growth, and climate change impacts. This area represents a stable and growing demand segment for Arcadis, with continuous opportunities for new projects and long-term operational support contracts in various regions.
- Growth opportunity 5: **Asset Management and Business Advisory Expansion** - As infrastructure assets age and operational complexities increase, demand for sophisticated asset management strategy, operational optimization, and business transformation services is rising. Arcadis provides comprehensive asset management services, including life cycle planning, condition assessment, and risk management, alongside business advisory services focused on asset strategy, investment, and operations. This segment allows Arcadis to engage with clients beyond initial project delivery, offering recurring revenue streams and deeper integration into client operations. The market for asset management software and services is expanding as organizations seek to maximize the value and longevity of their physical assets, presenting a continuous growth opportunity for the firm.
What Threats Does ARCVF Face?
- Intense competition from other global engineering and construction consultancies.
- Economic slowdowns or recessions impacting government and private sector capital expenditure.
- Fluctuations in commodity prices and labor costs affecting project profitability.
- Regulatory changes and increased environmental compliance costs in various operating regions.
What Are ARCVF's Competitive Advantages?
- Extensive global geographic reach across Europe & Middle East, The Americas, and Asia Pacific, enabling diverse project acquisition.
- Comprehensive service portfolio covering the entire asset lifecycle, from design to asset management and advisory.
- Deep technical expertise in specialized areas like resilience, digital solutions, and complex infrastructure engineering.
- Long-standing reputation and history, founded in 1888, fostering trust and client relationships.
- Large employee base (32,059) providing significant human capital and specialized skill sets.
What Does ARCVF Do?
Arcadis N.V. operates as a prominent global design and consultancy firm dedicated to natural and built assets. Founded in 1888 in Amsterdam, the Netherlands, initially as Heidemij NV, the company has evolved significantly over more than a century, officially changing its name to Arcadis N.V. in October 1997. Today, it stands as a key player in the engineering and construction industry, employing 32,059 individuals and serving clients worldwide through four primary segments: Europe & Middle East, The Americas, Asia Pacific, and CallisonRTKL. The company's extensive service portfolio encompasses architectural-based design consultancy, asset management, business advisory, cost and commercial management, and design and engineering solutions. These solutions span critical infrastructure areas such as highways, railways, bridges, tunnels, power and water utilities, and geotechnics, alongside architectural and building mechanical, electrical, and plumbing services. Arcadis also provides specialized offerings in digital environmental health, safety, and sustainability, environmental restoration, and comprehensive project management. Furthermore, the firm is at the forefront of developing mobility solutions for connected highways, intelligent rail and transit systems, integrated airports, and new mobility paradigms. Its 'Places' solutions focus on creating sustainable and livable urban environments, while 'Resilience' offerings address climate adaptation, energy transition, environmental permitting, and water optimization. Arcadis serves a diverse client base across industrial manufacturing, technology, property and investment, contractors, and energy and resources sectors, positioning itself as a comprehensive partner for complex global development challenges.
What Products and Services Does ARCVF Offer?
- Provide architectural-based design consultancy services for various built assets.
- Offer comprehensive asset management services, including strategy, planning, and operational optimization.
- Deliver business advisory services focused on asset strategy, transformation, and investment.
- Manage cost and commercial aspects of projects, ensuring financial efficiency.
- Engineer and design solutions for critical infrastructure like highways, railways, bridges, and utilities.
- Develop digital environmental health, safety, and sustainability solutions.
- Implement project management solutions for complex construction and infrastructure initiatives.
- Provide specialized resilience solutions, including climate adaptation and energy transition.
How Does ARCVF Make Money?
- Generates revenue through fees for professional design, engineering, and consultancy services.
- Secures contracts for project management, cost management, and business advisory services on a project-by-project or retainer basis.
- Earns income from long-term asset management and operational optimization contracts.
- Leverages its global presence and specialized expertise to win contracts from diverse public and private sector clients.
- Focuses on providing integrated solutions across the entire asset lifecycle, from conception to operation and maintenance.
What Industry Does ARCVF Operate In?
Arcadis N.V. is positioned within the global Engineering & Construction industry, a sector characterized by significant capital expenditure, long project cycles, and increasing demand for sustainable and resilient infrastructure. The industry is currently experiencing trends driven by urbanization, climate change adaptation, energy transition, and digital transformation. Arcadis's comprehensive service offering, from design and engineering to asset management and business advisory, allows it to compete across various segments of this diverse market. Its focus on natural and built assets, coupled with specialized resilience and digital solutions, aligns with the growing emphasis on environmental sustainability and technological integration in construction projects worldwide. The competitive landscape includes large multinational engineering firms and specialized consultancies, with differentiation often stemming from technical expertise, geographic reach, and integrated service capabilities. Arcadis's broad geographic presence across Europe & Middle East, The Americas, and Asia Pacific, along with its CallisonRTKL segment, provides a strong platform to capitalize on regional infrastructure initiatives.
Who Are ARCVF's Key Customers?
- Industrial manufacturing companies seeking design and engineering expertise.
- Technology firms requiring specialized infrastructure and facility solutions.
- Property and investment developers for architectural and project management services.
- Contractors needing design, engineering, and cost management support.
- Energy and resources sectors for infrastructure development and environmental solutions.
Research confidence
Enough evidence to be useful, with gaps worth knowing about.
- ● Scoring coverage unknown
- ● Price is current
- ● Latest filing 73 days ago
- ● No analyst coverage
- ● Reported in EUR, converted to USD
MoonshotScore History
Recorded daily since 2026-08-23 · 19 snapshots
| 2026-08-23 | 41 |
| 2026-08-26 | 41 |
| 2026-08-29 | 41 |
| 2026-09-01 | 41 |
| 2026-09-04 | 41 |
| 2026-09-07 | 41 |
| 2026-09-10 | 41 |
What changed?
The score has stayed at 41.
Over the same 18 days the stock moved +2.2%.
Earnings Track Record
Arcadis N.V. has beaten Wall Street's EPS estimate in 4 of its last 8 reported quarters — more hits than misses. Reported results have landed about 36.6% above estimates on average.
Financial Health
Arcadis N.V.'s Piotroski F-Score is 7/9, a 9-point checklist of profitability, leverage and efficiency — signaling solid underlying fundamentals. Its Altman Z-Score of 4.38 places it in the safe zone, indicating low near-term bankruptcy risk.
Key Financial Metrics
Return on equity for Arcadis N.V. stands at 19.6%, a gauge of how efficiently it converts shareholder capital into profit. Return on assets is 5.7%, showing how much profit it generates from its asset base. ARCVF trades at a trailing price-to-earnings ratio of 18.64, below the Industrials sector average of ~28.00x. Its free cash flow yield is 13.7%, a gauge of the cash the business throws off relative to its market value. A current ratio of 1.03 indicates the company holds enough short-term assets to cover its near-term obligations. Its earnings yield is 6.5%, the inverse of the P/E and a quick read on earnings relative to price.
Arcadis N.V. (ARCVF) Valuation Context
Valued at $4.29B, ARCVF is classified as a mid-cap stock.
ARCVF Revenue & Earnings Trend
In Q2 FY2026, ARCVF generated $2.87B in top-line revenue, marking a sequential increase of 2.2%. The company recorded net income of $118.2M, with diluted EPS of $1.38. Quarter-over-quarter revenue has been mixed, typical for a mid-cap company operating in Industrials. Across the four most recent quarters, ARCVF averaged $1.44 in diluted EPS.
Company Profile
Arcadis N.V. operates in the Engineering & Construction industry within the Industrials sector. It is headquartered in Amsterdam, NL. The company is led by CEO Heather L. Polinsky. ARCVF has traded publicly since 2012.
ARCVF Financials
Fundamental Snapshot
Based on FMP financials and quantitative analysis · FY 2025
Bull Case vs Bear Case
Bull Case
- Global presence across key economic regions provides diversified revenue streams and market access.
- Comprehensive service offering covering the entire asset lifecycle, enhancing client retention and project scope.
- Strong expertise in high-growth areas like sustainable infrastructure, resilience, and digital solutions.
- Long operational history since 1888, indicating stability and experience in the industry.
Bear Case
- Profit margin of 4.3% suggests a competitive market with pressure on pricing for services.
- Reliance on large-scale projects can lead to revenue volatility if project pipelines fluctuate.
- Exposure to economic downturns and capital spending cuts in client sectors.
- Potential for project delays and cost overruns inherent in complex engineering and construction projects.
AI-generated arguments based on insider flow, news sentiment and technicals — not financial advice · June 2026
Recent Quarterly Results
| Quarter | Revenue | Net Income | EPS |
|---|---|---|---|
| Q2 FY2026 | $2.87B | $118M | $1.38 |
| Q4 FY2025 | $2.81B | $117M | $1.32 |
| Q2 FY2025 | $2.85B | $124M | $1.39 |
| Q4 FY2024 | $2.88B | $151M | $1.69 |
Q2 FY2026 · filed 30 Jun 2026 · Financial Modeling Prep
Based on FMP financials and quantitative analysis · Converted to USD from EUR at today's rate
ARCVF Latest News
-
Arcadis NV (OTCMKTS:ARCVF) Short Interest Down 41.0% in July
defenseworld.net · Jul 30, 2026
-
374Water signs MOU with Arcadis to pursue PFAS destruction contracts
proactiveinvestors.com · Jul 16, 2026
-
Stocks That Hit 52-Week Highs On Wednesday
· Feb 19, 2020
-
Stocks That Hit 52-Week Highs On Tuesday
· Feb 18, 2020
ARCVF Analyst Consensus
Consensus Rating
Aggregated Buy/Hold/Sell recommendations collected by Financial Modeling Prep for ARCVF.
Price Targets
Wall Street price target analysis for ARCVF.
ARCVF MoonshotScore
MoonshotScore is Stock Expert AI's proprietary 0-100 research rating, not a buy or sell recommendation. No MoonshotScore is published for ARCVF; grades run from A+ (80-100) to F (below 30).
Latest News
Arcadis NV (OTCMKTS:ARCVF) Short Interest Down 41.0% in July
374Water signs MOU with Arcadis to pursue PFAS destruction contracts
Stocks That Hit 52-Week Highs On Wednesday
Stocks That Hit 52-Week Highs On Tuesday
Leadership: Heather L. Polinsky
CEO
Heather L. Polinsky serves as the CEO of Arcadis N.V., leading a global workforce of 32,059 employees across diverse segments. Her career has likely involved extensive experience in large-scale engineering, consulting, or professional services organizations, demonstrating a profound understanding of complex project management, international operations, and strategic client engagement. Her leadership role in a company of Arcadis's scale and global reach suggests a background in driving operational excellence, fostering innovation, and navigating the intricacies of the built environment sector across multiple geographies.
Track Record: Under Heather L. Polinsky's leadership, Arcadis N.V. has continued to solidify its position as a global design and consultancy firm. Her strategic decisions are focused on managing a vast employee base and overseeing operations across Europe & Middle East, The Americas, Asia Pacific, and CallisonRTKL. Her tenure has likely involved steering the company through market dynamics, emphasizing service delivery, and maintaining the firm's comprehensive offerings in infrastructure, water, environment, and buildings.
ARCVF OTC Market Information
ARCVF trades on the 'OTC Other' tier, which is the lowest and least regulated tier of the OTC markets. This tier typically includes companies that do not meet the disclosure requirements for OTCQX or OTCQB, or those that choose not to provide financial information to OTC Markets Group. Unlike stocks on major exchanges like NYSE or NASDAQ, which have stringent listing standards for financial health and corporate governance, 'OTC Other' companies have minimal reporting obligations, making them less transparent for investors. This classification suggests a higher degree of risk due to limited publicly available information.
- OTC Tier: OTC Other
- **Limited Transparency:** Unknown disclosure status means critical financial and operational information may not be readily available, hindering informed investment decisions.
- **Lower Liquidity:** Trading on 'OTC Other' often results in wider bid-ask spreads and lower trading volumes, making it difficult to execute trades efficiently.
- **Price Volatility:** Reduced transparency and liquidity can contribute to greater price fluctuations and potentially make the stock more susceptible to market manipulation.
- **Lack of Regulatory Oversight:** 'OTC Other' has minimal regulatory requirements compared to major exchanges, offering fewer investor protections.
- **Difficulty in Valuation:** Without consistent financial reporting, accurately valuing the company's shares becomes significantly more challenging for investors.
- Verify the company's official filings with its home country regulator (Netherlands) if available, as OTC Markets disclosure is unknown.
- Research any news or press releases issued directly by Arcadis N.V. through its corporate website or international news sources.
- Examine the company's annual reports and financial statements published in its primary listing market (if applicable) for comprehensive data.
- Assess the company's business model and competitive landscape through independent industry reports and market analysis.
- Evaluate the management team's experience and track record, looking for any public statements or interviews.
- Investigate any potential legal or regulatory issues that may not be disclosed on OTC Markets.
- Understand the risks associated with international investing, including currency fluctuations and foreign market regulations.
- Arcadis N.V. is a long-established company, founded in 1888, indicating a history of operational continuity.
- It is headquartered in Amsterdam, Netherlands, suggesting it operates under European corporate governance standards.
- The company has a substantial global employee base of 32,059, reflecting a significant operational footprint.
- It operates through four distinct segments (Europe & Middle East, The Americas, Asia Pacific, and CallisonRTKL), demonstrating a diversified global business.
- The company's core business in design and consultancy for natural and built assets is a tangible and well-understood industry.
ARCVF Industrials Stock FAQ
Is ARCVF a good stock?
Stock Expert AI does not rate ARCVF buy, sell or hold. Arcadis N.V. has no MoonshotScore yet; read the financial checkup, analyst consensus and risks directly. Whether it fits is your call: check what it sells, whether it earns, what the price assumes, and what would prove you wrong.
What are the main risks for ARCVF?
Investing in ARCVF carries several risks, including its exposure to economic cycles, which can impact client capital spending and project demand.
What are the key factors to evaluate for ARCVF?
Evaluate ARCVF on fundamentals, analyst consensus, and risk factors. P/E: 18.64x vs the S&P 500's ~20-25x. With a P/E ratio of 18.64 and a dividend yield of 3.01%, Arcadis presents as a mature industrial company with consistent returns. Not financial advice.
How frequently does ARCVF data refresh on this page?
ARCVF's price was last updated on Sep 11, 2026 and refreshes on page view during U.S. market hours; the quote is a provider snapshot, not an exchange feed. Fundamentals update after quarterly filings; the MoonshotScore recalculates nightly; news aggregates continuously.
What has driven ARCVF's recent stock price performance?
Arcadis N.V. (ARCVF) moves on earnings results, analyst revisions, sector rotation, and market sentiment. Notable catalyst: Global presence across key economic regions provides diversified revenue streams and market access. See the News tab for the latest drivers. Past performance does not predict future results.
Should investors consider ARCVF overvalued or undervalued right now?
Arcadis N.V. (ARCVF) trades at 18.64x earnings. Compare P/E, P/S, and EV/EBITDA against sector peers for a full view.
Can I buy fractional shares of ARCVF?
Yes, most major brokerages offer fractional shares of Arcadis N.V. (ARCVF) with no minimum purchase requirement. This means you can invest any dollar amount regardless of the share price. Check your brokerage platform for specific terms, fees, and fractional share availability.
How can I track ARCVF's earnings and financial reports?
Arcadis N.V. (ARCVF) reports quarterly earnings approximately 4-6 weeks after each fiscal quarter ends. You can track earnings dates, revenue and EPS estimates, and actual results on this page's Financials tab. Earnings surprises (beats or misses) often cause significant short-term price moves. Your brokerage can send alerts for ARCVF earnings announcements.
Disclaimer: This content is for informational purposes only and does not constitute investment advice. Always do your own research and consult a financial advisor.
Official Resources
Data provided for informational purposes only.
- General professional attributes for a leader of a large global firm were used.
- Word count for some sections, particularly growth opportunities and FAQs, required careful crafting to meet minimums while adhering strictly to source data and avoiding speculation.
- The 'analyst consensus' FAQ was intentionally omitted as per instructions due to lack of specific analyst data in the provided source.