Skip to main content

Data Science as a Service

Numia's Data Science as a Service provides dedicated on-chain data analysts who conduct deep research and custom analysis across any blockchain network. Our expert team combines advanced analytical methodologies with comprehensive blockchain data access to deliver insights that drive strategic decision-making for your project.

What We Offer​

Our data science team acts as an extension of your organization, providing expert on-chain analysis tailored to your specific needs. Whether you need a one-time deep dive or ongoing analytical support, we deliver actionable insights backed by rigorous data science.

Service Overview​

Expert On-Chain Data Analysts​

Our team of specialized blockchain data analysts brings:

  • Deep Expertise - Years of experience analyzing on-chain data across multiple blockchain networks
  • Advanced Methodologies - Statistical modeling, machine learning, and custom analytical frameworks
  • Research Excellence - Academic rigor combined with practical industry knowledge
  • Multi-Chain Proficiency - Expert analysis across any blockchain ecosystem

Custom Analysis Capabilities​

We can perform virtually any type of on-chain analysis your project requires:

Market & Trading Analysis​

  • Token holder distribution and concentration studies
  • Whale behavior tracking and impact assessment
  • Exchange flow analysis and market pressure indicators
  • Price correlation with on-chain metrics
  • Trading pattern identification and arbitrage opportunities

Protocol & DeFi Analysis​

  • Smart contract interaction patterns
  • DeFi protocol health metrics and risk assessment
  • Liquidity pool analysis and optimization recommendations
  • MEV impact studies and mitigation strategies
  • Cross-protocol flow analysis

Network & Ecosystem Research​

  • Network growth metrics and adoption trends
  • Validator behavior and staking economics
  • Cross-chain bridge activity and asset flows
  • Ecosystem development tracking
  • Competitive landscape analysis

User Behavior Studies​

  • Wallet cohort analysis and segmentation
  • User journey mapping and retention metrics
  • Transaction pattern recognition
  • Bot vs. organic activity detection
  • Community engagement measurement

Custom Research Projects​

  • Tokenomics optimization studies
  • Governance participation analysis
  • NFT market dynamics research
  • Gas optimization opportunities
  • Security and anomaly detection

How It Works​

1. Discovery & Scoping​

We begin with in-depth consultation to understand your research objectives, key questions, and desired outcomes. Our team works with you to define the scope, methodology, and deliverables.

2. Data Gathering & Preparation​

Leveraging Numia's comprehensive blockchain data infrastructure, we collect and prepare all necessary on-chain data. Our access spans historical and real-time data across multiple chains.

3. Analysis & Research​

Our data scientists apply advanced analytical techniques including:

  • Statistical analysis and hypothesis testing
  • Machine learning and predictive modeling
  • Time series analysis and forecasting
  • Network graph analysis
  • Custom algorithm development

4. Insights & Recommendations​

We deliver clear, actionable insights through:

  • Comprehensive research reports
  • Executive summaries and key findings
  • Visual dashboards and data visualizations
  • Strategic recommendations
  • Implementation guidance

5. Ongoing Support​

We provide continued support including:

  • Follow-up analysis and clarifications
  • Methodology documentation
  • Knowledge transfer sessions
  • Recurring analysis updates (if needed)

Deliverables​

Research Reports​

Professional reports including:

  • Executive summary for stakeholders
  • Detailed methodology and approach
  • Comprehensive findings with supporting data
  • Visual representations (charts, graphs, heatmaps)
  • Actionable recommendations
  • Data appendices and supporting materials

Interactive Dashboards​

Custom analytics dashboards featuring:

  • Real-time metric tracking
  • Historical trend visualization
  • Drill-down capabilities
  • Exportable data and reports

Presentations & Briefings​

Stakeholder-ready materials including:

  • Executive presentations
  • Technical deep-dives
  • Board meeting materials
  • Investor briefing decks

Raw Data & Code​

When requested:

  • Cleaned and structured datasets
  • Analysis code and notebooks
  • Reproducible research documentation
  • API integrations for ongoing access

Use Cases​

For L1 Blockchain Projects​

  • Network Health Assessment - Comprehensive analysis of validator behavior, staking economics, and network security
  • Ecosystem Growth Studies - Track developer activity, dApp adoption, and ecosystem development
  • Tokenomics Optimization - Data-driven recommendations for token distribution, inflation, and incentive structures

For DeFi Protocols​

  • Risk Analysis - Identify concentration risks, smart contract vulnerabilities, and market dependencies
  • Liquidity Optimization - Analyze pool performance and recommend incentive strategies
  • User Retention Studies - Understand what drives user engagement and protocol stickiness

For Token Projects​

  • Holder Analysis - Deep dive into token holder behavior, loyalty, and trading patterns
  • Market Positioning - Competitive analysis and market opportunity identification
  • Growth Attribution - Understand which initiatives drive actual adoption and usage

For Investment Firms​

  • Due Diligence Research - Comprehensive on-chain analysis for investment decisions
  • Portfolio Monitoring - Ongoing analysis of portfolio holdings and ecosystem health
  • Market Intelligence - Regular reports on sector trends and emerging opportunities

For Enterprises​

  • Blockchain Strategy - Data-driven insights for blockchain integration decisions
  • Vendor Evaluation - Comparative analysis of different blockchain platforms
  • Pilot Program Analysis - Measure and optimize blockchain pilot initiatives

Why Choose Numia​

Comprehensive Data Access​

Access to Numia's extensive blockchain data infrastructure covering multiple chains with historical and real-time data.

Expert Team​

Data scientists, economists, and blockchain researchers with proven track records in on-chain analysis.

Flexible Engagement​

From one-time projects to ongoing partnerships, we adapt to your needs and budget.

Confidentiality​

Strict confidentiality agreements and secure data handling ensure your research remains private.

Actionable Insights​

We focus on delivering insights you can act on, not just data dumps or surface-level observations.

Pricing​

Our pricing is tailored to the scope and complexity of each project. Factors include:

  • Research complexity and depth
  • Data requirements and processing needs
  • Timeline and urgency
  • Deliverable types and quantity
  • Ongoing vs. one-time engagement

Get a Custom Quote: Contact our team to discuss your specific needs and receive a detailed proposal.

Getting Started​

Ready to leverage expert on-chain analysis for your project?

Schedule a Consultation​

Book a call with our team to discuss your research needs and explore how we can help:

Submit a Research Request​

Have a specific analysis in mind? Send us a brief description of your research question and objectives, and we'll respond with a proposal within 48 hours.

Review Past Work​

Interested in seeing examples of our research? Contact us to review case studies and sample reports (subject to client confidentiality).

Frequently Asked Questions​

Q: What blockchains do you support? A: We can analyze any blockchain with publicly accessible data. We work across all major ecosystems including EVM chains, Solana, Cosmos-based networks, and other L1/L2 blockchains.

Q: How long does a typical project take? A: Simple analyses can be completed in 1-2 weeks, while comprehensive research projects typically take 4-8 weeks. Timeline depends on scope and complexity.

Q: Can you work with our internal data teams? A: Absolutely. We frequently collaborate with internal teams, providing specialized blockchain expertise and supplemental capacity.

Q: Do you sign NDAs? A: Yes, we're happy to sign mutual NDAs and maintain strict confidentiality for all client projects.

Q: Can we get ongoing analysis support? A: Yes, we offer retainer-based arrangements for clients needing regular analysis, monitoring, or research support.

Contact Us​

Data Science Team Email: datasci@numia.xyz Website: numia.xyz/data-science

Let's discuss how expert on-chain analysis can help your project make better data-driven decisions.