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  • Database: we published enriched data for our companies and products collections, such as post-money valuation, financial data, and new data.

  • Quick stats update: we updated the stats of updated collections.

    • Total companies: 667,451 ==675,503 companies==

      • Total active companies: 606,921 ==635,132 active companies==

      • Total inactive companies: 32,079 ==32,085 shuttered companies==

      • Status unknown: ==8,286 companies==

    • Total products: 25,522 products

      • Products showcase: 962 ==4,505 active products==

      • Status unknown: 24,147 ==20,604 products==

  • Idea checker (idea validation): modularized codes into clean and reusable components for continuous iteration on accuracy improvement through better benchmarking, data models, algorithms, and recommended readings.

  • Backend codes maintenance: updated the functions connecting to improved and updated components.

  • About us page: updated the dashboard image.

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