Insight Data Issue 07 | OKX Web3 & Rootdata: Navigating Through Information Fog to Build a Systematic Data Methodology
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Insight Data Issue 07 | OKX Web3 & Rootdata: Navigating Through Information Fog to Build a Systematic Data Methodology
This issue focuses on topics such as "bridging information gaps and building a comprehensive analytical framework," and we hope you find it helpful.
Navigating Web3 tides with focused insightsSummary: In the cryptocurrency market, data has always been a crucial factor in making trading decisions. How can we cut through the fog of data to uncover effective insights that optimize our trading strategies? This remains an ongoing topic of interest. As part of a special initiative, OKX launched the "Insights into Data" column, collaborating with leading industry data platforms including Rootdata, NanSen, CoinGlass, AICoin, Coingecko, and 0xScope. Together, they aim to address common user needs and develop a more systematic methodology around data analysis for broader market reference and learning.
Below is the seventh installment, jointly presented by the OKX Web3 team and Rootdata team, focusing on topics such as “Bridging Information Gaps and Building a Comprehensive Analytical Framework,” which we hope you will find helpful.
About Rootdata: A leading Web3 asset data platform, Rootdata pioneers the integration of on-chain and off-chain data for Web3 assets. To date, RootData has cataloged over 12,000 projects, 10,000 individuals, 7,500 funding rounds, and hundreds of thousands of entity addresses. It organizes this data through tags, ecosystems, collections, and other elements in a visualized and structured format, serving as a trusted source for over 1.5 million users seeking Web3 project information.
About OKX Web3: The team brings together top-tier talent with strong technical expertise and extensive industry experience, continuously innovating and implementing new ideas in the crypto space. With a persistent focus on user experience and security, OKX Web3 Wallet has become one of the most comprehensive decentralized multi-chain wallets available, supporting over 100 public chains and featuring five core modules: wallet, trading, NFT marketplace, DeFi, and Discover. Users can access multi-chain tokens, NFTs, and DeFi assets via app, browser extension, or web interface.
1. When market sentiment is overwhelming, how can one identify authentic and valuable information?
RootData: During periods of heightened market sentiment, identifying genuine and meaningful on-chain metrics becomes especially important. Monitoring changes in trading volume, tracking active user counts, analyzing capital flows, observing developer activity, and examining token holder distribution—all these dimensions help users capture more accurate signals. Additionally, while social media often contains noise, trending topics there can still reflect a project’s level of attention and community engagement.
By synthesizing these on-chain indicators, users gain a clearer understanding of a project's real-world status, enabling more rational decision-making amid complex market conditions and better risk management. However, the crypto industry remains in its early stages. Much information is concentrated among key players and not fully accessible to average users. Moreover, the structure of crypto-related information differs significantly from traditional industries—especially on-chain data, which requires high technical literacy to access and interpret. Coupled with insufficient educational resources, this creates significant information asymmetry.
This is precisely the core challenge RootData aims to solve. RootData focuses on delivering transparent, easy-to-understand data dimensions and tools to help users bridge information gaps and access first-hand insights. We believe users should focus on the following aspects to obtain more reliable and actionable information:
First, users must identify trustworthy information sources. Given the chaotic nature of Web3 information, where quality varies widely across channels, it’s essential to select higher-quality, more efficient sources—including crypto media outlets, data platforms, and communities—to improve the quality of information intake.
Second, users need to build strong judgment capabilities. There are numerous metrics for evaluating project development, some highly correlated, others less so or slower-acting. Users should learn to prioritize the most relevant and timely indicators to enhance decision accuracy.
Finally, users must exercise patience and persistence. Since on-chain and market data are publicly available, most users work with similar datasets. Therefore, those who invest time and effort into deeper analysis will have a competitive edge in spotting opportunities earlier.
OKX Web3: On this issue, we recommend users establish their own information filtering system through the following approaches:
First, at the source level, ensure diversity and reliability of information channels. Today’s market offers abundant sources—from public ones like social media and news outlets to private groups such as Alpha WeChat or Telegram communities. Users should verify the authenticity of information and continuously update their network of sources to maintain efficiency.
In our observation, the typical trajectory of a breakout project follows this path: English Twitter → Chinese Alpha groups → Chinese KOL tweets—a sequence that inherently creates information lag. To help users overcome language barriers in information flow, OKX Web3’s mobile browser now supports instant translation, with plans to expand support for more languages. This feature helps break down linguistic divides, allowing direct access to primary information and data, thus enabling faster identification of on-chain opportunities.
Second, when identifying effective metrics, we advise users to assess projects from multiple angles rather than relying solely on opinions from individual influencers. Metrics such as changes in on-chain transaction data, interactions by smart money or large holders, number of active addresses, trading volume trends, and fund flows are all strong indicators of a project’s true state.
To facilitate access to these metrics, OKX Web3 provides practical leaderboard features. These allow users to monitor emerging projects and their trading activities in real time, extracting valuable insights from vast amounts of data. Currently, leaderboards rank projects based on key indicators such as total value locked (TVL), trading volume, and active user count—objective measures reflecting actual project performance and helping users better evaluate potential and risk. This data-driven approach helps reduce emotional bias in decision-making. For instance, if a project shows abnormal spikes in trading volume, users can quickly spot this via the leaderboard and investigate further, gaining deeper insight into market dynamics.
Lastly, continually improving analytical accuracy is essential. While new projects constantly emerge, the underlying frameworks and logic for evaluation remain relatively stable. Still, we encourage users to iteratively refine their assessment methods to stay ahead of market evolution.
2. What key data points are critical for screening high-potential early-stage projects?
RootData: Generally, we suggest users focus on five key dimensions:
First, investor background—the more reputable the venture capital firms backing a project and the higher the funding amount, the greater its growth potential tends to be. Observing RootData’s weekly trending project list reveals that all 20 featured projects without exception have received early investments from well-known institutions.
Second, team background—projects led by founders with successful entrepreneurial track records, or prior experience at major companies like Google or Microsoft, or alumni from elite universities such as Harvard, typically show stronger potential. However, many teams do not disclose this information directly, requiring users to research on third-party platforms like RootData or LinkedIn. RootData’s X Influence Index and relationship mapping can further assist users in assessing a team’s industry influence and network.
Third, sector and concept—projects operating in fast-growing sectors (e.g., AI, modular blockchain) or introducing innovative concepts tend to attract more market interest. Conversely, outdated ideas may face obsolescence. Users should study whitepapers, documentation, or research reports to understand a project’s positioning within its sector and long-term direction.
Fourth, community engagement—if a project actively interacts with its community and invests heavily in marketing, it often gains stronger recognition and support. Such grassroots momentum can significantly drive long-term success. Users should spend time observing the project’s Discord, Telegram, and Twitter communities to gauge atmosphere, activity levels, and member loyalty.
Fifth, on-chain data—for projects already live on mainnet, tools like DeFiLlama and Nansen offer access to key metrics such as TVL, daily active addresses, and holder counts. Analyzing trends in these data points allows users to infer the project’s development trajectory and hidden potential.
OKX Web3: Screening high-quality early-stage projects requires a holistic approach. Below are several key data points and considerations for your reference:
For users focused on short-term opportunities, we recommend monitoring current capital flows and industry discussion热度: First, track which sectors and projects are attracting inflows, as capital movement often signals market interest. Second, use social media and industry forums to identify trending topics and leverage market sentiment for short-term trades.
For those adopting a long-term mindset, we emphasize reviewing fundraising history and backer profiles. Institutional investors succeed only about 1% of the time—an outcome shaped by rigorous selection. For retail investors, observing projects selected by top-tier funds is generally more reliable than random recommendations on Twitter.
Additionally, we recommend evaluating the professional backgrounds and past experiences of team members, assessing their influence in relevant fields; verifying whether the project possesses unique technological advantages capable of solving real problems; and analyzing its growth strategy. In highly competitive spaces, only projects with distinctive go-to-market plans—such as well-designed token distribution mechanisms—can stand out. Only by integrating all these factors can users comprehensively assess an early-stage project’s potential and risks, leading to smarter investment decisions.
3. How can one bridge information gaps and build a robust analytical framework?
RootData: Crypto market information is complex and redundant. Building an effective information acquisition and analysis system is challenging. Users must tailor a workflow—from sourcing information, using processing tools, to generating insights—that aligns with their personal needs.
Currently, most crypto projects and VCs announce key updates first on Twitter, making it the primary platform for information gathering. Meanwhile, with continued advancements in AI tools, we recommend leveraging AI to collect and extract core facts from target project materials, greatly enhancing research efficiency.
Specifically, different types of crypto users should choose tools suited to their styles. Traders primarily rely on technical indicators and systems, often using charting platforms like TradingView or Coinglass for real-time data. Features like watchlists and drawing tools aid in detailed analysis.
For users focused on project discovery, airdrop participation, or research, the priority is rapidly accessing fundamental details—accurate project descriptions, funding history, team bios, news updates, etc. Here, RootData serves as a convenient tool enabling both horizontal and vertical deep-dive analysis. With over 20,000 projects, organizations, and individuals indexed, and structured search via tags, ecosystems, and curated collections, RootData has earned recognition from over 1.5 million crypto users.
For on-chain degens, multi-chain aggregation tools are essential—such as on-chain analytics platforms (e.g., Arkham, DeBank) or monitoring/trading bots (e.g., BananaGun). These users require not only real-time monitoring but also the ability to swiftly execute transactions to capitalize on opportunities. Once proficient with these tools, users should deeply analyze the relationships between various metrics and project potential—especially through historical backtesting—to uncover hidden patterns and values, guiding future research and enabling early alpha generation.
Indeed, crypto users employ diverse information and analysis systems. With the democratization of AI and the rise of integrated data platforms like RootData, everyday users now have unprecedented access to powerful tools, empowering them to achieve greater success in the Web3 ecosystem.
OKX Web3: Regarding building a complete analytical system, here are several suggestions:
First, diversify information sources to avoid over-reliance on any single channel. Following multiple credible sources enables access to comprehensive market data and project developments, supporting more balanced judgments.
Second, utilize technical analysis tools to evaluate market trends and project performance. For example, the leaderboard function within OKX Web3’s Discover feature allows users to view the latest projects and trading activity daily.
Third, active participation in community discussions is vital. Engaging with other users provides access to real-time feedback and insider insights. Continuous learning about cryptocurrencies also strengthens analytical skills.
Finally, establishing sound risk management is crucial. Define clear portfolio allocations and risk control plans, avoid overexposure, and maintain a disciplined, sustainable trading strategy. In sum, building a robust analytical system requires both solid data support and strong risk awareness.
Conclusion
The above concludes the final episode of OKX’s "Insights into Data" series, focusing on foundational issues like overcoming information asymmetry, offering users practical guidance. Bridging information gaps and building a comprehensive analytical system remain enduring challenges in the market. Users must continuously update their knowledge base and refine their filtering precision—it cannot be achieved overnight. This series aims only to spark discussion, and we believe each user can ultimately forge their own effective path.
Risk Warning and Disclaimer
This article is for informational purposes only. The views expressed belong solely to the author and do not represent the position of OKX. This article does not constitute (i) investment advice or recommendation; (ii) an offer or solicitation to buy, sell, or hold digital assets; or (iii) financial, accounting, legal, or tax advice. We make no guarantees regarding the accuracy, completeness, or usefulness of the information provided. Holding digital assets—including stablecoins and NFTs—involves high risk and may result in significant price volatility. You should carefully consider whether trading or holding digital assets is suitable for you based on your financial situation. For specific advice, please consult your legal/tax/investment professionals. You are solely responsible for understanding and complying with applicable local laws and regulations.
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