2026-04-22 Среда

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Why Are We So Persistent in That 'Laborious and Unrewarding' Data Cleaning?

In the article "Why Are We So Committed to 'Labor-Intensive and Unrewarding' Data Cleaning?", the RootData team reflects on their second bounty event, which focused on enhancing data transparency in Web3. The event involving over 140 participants resulted in 1,220 submissions, with 564 valid data points approved—a 46.2% acceptance rate. Key improvements included identifying key team members from projects like MOMO.FUN and Subhub (often not publicly listed), correcting inaccuracies in token unlock details and TGE timelines, and updating outdated information such as misattributed founders and deprecated social accounts. The author emphasizes that ensuring data transparency—though challenging—is critical for protecting investors' "right to know." In Web3, where misinformation is common (e.g., inconsistent token unlock data across platforms), RootData aims to serve as a reliable source of validated information. The team notes that core team changes around TGE events often signal project risks, yet such details are frequently overlooked. To uphold transparency, RootData publishes monthly reports on false fundraising claims, conducts in-depth analyses (e.g., exchange listing reports), and cross-verifies data rigorously—even declining unverified submissions. They also engage with industry leaders like Binance to align on data accuracy goals. The long-term vision is to transform isolated data points into structured, actionable transparency reports that support informed investment decisions. The article concludes by advocating for collective effort in advancing Web3 data integrity.

marsbit01/24 09:09

Why Are We So Persistent in That 'Laborious and Unrewarding' Data Cleaning?

marsbit01/24 09:09

Hotcoin Research | When Macro Factors Become Pricing Logic: A Forward-Looking Analysis of Macro Variables in the Crypto Market for 2026

Hotcoin Research | When Macro Factors Become Pricing Logic: A Forward-Looking Analysis of Macro Variables for the Crypto Market in 2026 This report examines how macroeconomic factors have evolved into primary drivers of cryptocurrency market dynamics, moving beyond narratives and on-chain innovations. Key macro variables—such as interest rates, inflation, regulatory policies, institutional capital flows, and geopolitical events—now critically influence crypto asset prices. The analysis reviews historical impacts: low interest rates and expansive liquidity in 2020–2021 fueled a crypto bull market, while tightening monetary policy in 2022 triggered a downturn. By 2025, the Federal Reserve had cut rates to 3.5–3.75%, with further easing expected in 2026. Regulatory developments, including the U.S. GENIUS Act and E.U.’s MiCA regulation, are improving market structure and attracting institutional participation. Bitcoin ETF inflows alone added ~$300 billion in 2025. Looking ahead to 2026, the crypto market is expected to be shaped by continued monetary easing, clearer regulations, and growing institutional adoption. Under a baseline scenario, Bitcoin may reach new highs with reduced volatility. An optimistic scenario could see parabolic growth if additional positive macro or regulatory surprises occur, while a pessimistic outlook involving inflation resurgence or geopolitical crises may trigger significant correction. Overall, 2026 may see crypto further integrated into global finance, with macro variables remaining essential for understanding market direction and risk.

marsbit01/24 09:03

Hotcoin Research | When Macro Factors Become Pricing Logic: A Forward-Looking Analysis of Macro Variables in the Crypto Market for 2026

marsbit01/24 09:03

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