Blog - Building and Using Deal Charts
Explore our blog for practical advice on data discovery, data visualization, and last-mile data delivery across structured finance use cases within the context of a metadata-first data strategy. Discover how-to posts, ChatGPT prompt guides, and other valuable content to enhance your data analysis and presentation skills.
A Deep Dive into Tap Rock Resources: Data Lineage and M&A Analysis
Trace the data lineage of Tap Rock Resources from private entity to M&A exit. Learn how to programmatically link SEC filings, debt instruments, and corporate events for verifiable analysis.

Tracing BlackRock Commercial Real Estate: A Data Lineage Approach
Trace BlackRock's commercial real estate exposure from 13F filings to CMBS loan tapes. Learn how to programmatically link equity holdings to underlying debt for precise risk modeling.

Deconstructing Apollo Commercial Real Estate: From Filings to Loan Tapes
Analyze Apollo Commercial Real Estate Finance (ARI) programmatically using SEC filings. Learn how to track loan origination to securitization with verifiable data lineage.

A Data-Driven Guide to CMBS: From Loan Tapes to Verifiable Insights
Learn what CMBS are from a data lineage perspective. Understand how to source, parse, and link CMBS data programmatically from EDGAR filings to verifiable insights.

Analyzing the SoFi Credit Rating for ABS Surveillance
Learn how to analyze the SoFi credit rating for ABS surveillance. Understand data lineage, disambiguate borrower vs corporate vs tranche ratings, and build verifiable risk models.

Deconstructing the Priority Income Fund: A Guide for Analysts
Learn how to analyze priority income funds programmatically. Understand waterfall structures, SEC filings, and how to build verifiable risk models for fund analysis.

Programmatic Analysis of New Residential Investment Corp (Rithm Capital)
Learn how to programmatically analyze New Residential Investment Corp (Rithm Capital). Understand data lineage, SEC filings, and how to link CIKs to RMBS deals for risk monitoring.

Deconstructing the Mercury Insurance Group Rating for Programmatic Analysis
Learn how to programmatically analyze the Mercury Insurance Group rating. Understand data lineage, SEC filings, and how to build verifiable risk models for insurance counterparty analysis.

Programmatic Analysis of the Amazon Credit Rating
Learn how to programmatically analyze the Amazon credit rating. Understand data lineage, SEC filings, and how to build verifiable risk models using credit ratings.

Programmatic Guide to US Bank Credit Ratings
Learn how to programmatically analyze US bank credit ratings for structured finance. Understand data lineage, entity linking, and integration with counterparty risk models.

How to Find Owners of Commercial Property: A Data Lineage Approach
Learn how to find owners of commercial property using a data lineage approach. Trace ownership through SPVs, LLCs, and trusts for CMBS risk modeling and counterparty analysis.

Tenant Improvements: Programmatic Analysis for CMBS and CRE
Learn what tenant improvements are in commercial real estate and CMBS. Understand TI allowances, their impact on NOI, and how to programmatically analyze them from lease agreements and filings.

What Are C&I Loans A Structured Finance Guide
Learn what C&I loans are in structured finance. Understand commercial & industrial loans, their role in CLOs, and how to programmatically analyze them with data lineage.

How to Cite SEC Filings for Reproducible Financial Analysis
Learn how to cite SEC filings correctly for reproducible financial analysis. Master CIK, Accession Numbers, and File Numbers to build verifiable data lineage.

Flattening Yield Curve: A Programmatic Guide for Structured Finance Analysts
Learn how to programmatically analyze a flattening yield curve for structured finance. Monitor Treasury spreads, link macro signals to deal-level data, and build reproducible workflows.

BDC Holdings Dataset Download: A Guide for Programmatic Analysis
Accessing a reliable BDC holdings dataset download is critical for structured-finance analysis. Learn how to source, structure, and analyze BDC portfolio data programmatically.

A Practical Guide to Defeasance in Real Estate
Learn how defeasance works in real estate, including the process, costs, key parties, and strategic considerations for CMBS loan prepayment.

What Is Capitalization Rate in Real Estate?
Learn what capitalization rate means in real estate, how to calculate cap rates, and how this key metric helps investors evaluate property investments.

Real Estate Debt Service Coverage Ratio Explained
Master the debt service coverage ratio (DSCR) in real estate with this comprehensive guide covering calculation, benchmarks, underwriting, and stress testing.

CDO vs CLO: Understanding the Key Differences
Understand the key differences between CDOs and CLOs, including collateral quality, structure, risk profiles, and performance history in structured finance.

Cap Rate Formula Real Estate: An Analytical Guide
Master the cap rate formula in real estate with this analytical guide covering NOI calculation, property valuation, interpretation, and advanced applications.

A Guide on How to Purchase Mortgage-Backed Securities
Learn how to purchase mortgage-backed securities with this comprehensive guide covering market access, screening, due diligence, execution, and portfolio monitoring.

8 Asset Backed Securities Examples: A 2025 Analysis
Explore 8 asset backed securities examples with detailed analysis of MBS, CDOs, auto loans, credit cards, student loans, equipment financing, and more.

What Is a Commercial Mortgage Backed Security Explained
What is a commercial mortgage-backed security (CMBS)? Learn how CMBS work, their structure, lifecycle, and key risks for investors in this comprehensive guide.

What is a business development company? Quick guide
What is a business development company (BDC)? Learn how BDCs work, their investment structure, regulatory framework, and key risks for investors.

What is a tranche in finance? Quick guide
What is a tranche in finance? Learn how tranches work, their role in structured finance, and how risk is allocated across senior, mezzanine, and junior tranches.

What is a special purpose vehicle? A quick guide
What is a special purpose vehicle and why do SPVs matter? Explore how SPVs work, their uses, and the key risks in one clear guide.

Introducing the AI Tech CMBS Exposure Tool
Discover our new AI-powered tool for analyzing technology sector exposure in CMBS deals with instant insights and risk assessment.

How to Ask Chatbots the Right Questions About Deals
Master the art of asking chatbots precise questions about CMBS and ABS deals. Unlock actionable insights with metadata-driven strategies.

Changing Chart Types with ChatGPT: From Bar to Line
Transform your existing charts into new formats to meet different needs.

FIGI Tracker for SEC.gov EDGAR Filings
Count.co canvas looking for references to FIGIs in SEC.gov EDGAR filings.

Making the CMBS Collateral Distribution Chart
Discover the reasons behind and the process of creating the CMBS Collateral Distribution Chart.

Making the ABS Delinquencies Chart
Understand the creation and purpose of the ABS Delinquencies Chart.

Why and How We Made the Geographic Distribution for CMBS
Understand the creation and purpose of the CMBS Geographic Distribution Charts.

Customizing Chart Colors with ChatGPT: Enhancing Visual Appeal
Learn how to modify chart colors to highlight key data points and improve readability.

Transforming Fonts in Your Charts with ChatGPT
Learn how to change font types, sizes, and styles to create a professional and cohesive look.

Why and How We Made the ABS FICO Distribution Chart
Discover the reasons behind and the process of creating the ABS FICO Distribution Chart.

Why and How We Made the ABS Loan Term Distribution Chart
Discover the reasons behind and the process of creating the ABS Loan Term Distribution Chart.

Modifying Chart Legends with ChatGPT: Improving Clarity
Learn how to customize chart legends to make your data more understandable and visually appealing.

Simplifying Complex Data with ChatGPT: Making Charts Accessible
Learn how to break down complex data into simpler, more digestible visualizations.

Highlighting Important Data in Charts with ChatGPT
Learn how to emphasize key data points in your charts to draw attention to the most important information.

Using Gradients and Solid Colors in Charts with ChatGPT
Learn how to apply gradients and solid colors to enhance the visual appeal of your charts.

Maintaining Consistent Chart Styles with ChatGPT
Learn how to ensure all your charts follow a consistent style guide for professional presentations.

Combining Multiple Charts with ChatGPT: Creating Comprehensive Views
Learn how to combine multiple charts into a single, comprehensive visualization.

Comparing Two Time Periods with ChatGPT: Trend Analysis
Learn how to create charts that compare data across different time periods for trend analysis.

Comparing Two Data Sources with ChatGPT: Cross-Reference Analysis
Learn how to create charts that compare data from different sources for comprehensive analysis.

Enhancing Chart Backgrounds with ChatGPT: Visual Appeal
Learn how to customize chart backgrounds to create more visually appealing and professional presentations.

Interactive Chart Modifications with ChatGPT: Dynamic Visualizations
Learn how to create interactive chart modifications that respond to user input and provide dynamic visualizations.

Automatic Chart Customization Bot with ChatGPT
Learn how to set up a ChatGPT bot that understands your style guide and automatically applies the correct styles when a chart is dropped in.

Adding Annotations and Highlights to Charts with ChatGPT
Learn how to add annotations and highlights to your charts to draw attention to specific data points or trends.

Creating Multi-Axis Charts with ChatGPT
Learn how to create charts with multiple axes to represent different data sets on the same chart for more complex analysis.

Using ChatGPT to Filter and Display Specific Data Segments
Learn how to filter data to display only specific segments in your charts, making it easier to focus on relevant information.

Incorporating Interactive Elements into Charts with ChatGPT
Explore how to add interactive elements to your charts, such as hover-over information and clickable data points.

Creating Infographic-Style Charts with ChatGPT
Learn how to transform your charts into infographic-style visualizations for more engaging and informative presentations.

Generating Summary Reports from Chart Data Using ChatGPT
Discover how to use ChatGPT to automatically generate summary reports based on the data presented in your charts.

Why and How We Made the CMBS Interest Rates Distribution
Discover the reasons behind and the process of creating the CMBS Interest Rates Distribution Chart.

Why and How We Made the CMBS Loan Structure Distribution
Discover the reasons behind and the process of creating the CMBS Loan Structure Distribution Chart.

Why and How We Made the CMBS Maturity Schedule Chart
Discover the reasons behind and the process of creating the CMBS Maturity Schedule Chart.

Why and How We Made the CMBS Property Types Distribution
Discover the reasons behind and the process of creating the CMBS Property Types Distribution Chart.

What if CMBS data showed up in 20 types of Google SERP features
Imagining if CMBS data appeared in Google SERP features.