Table of Contents To create the best member experience, we strive to pair human judgment and creativity with algorithms that amplify ideas quickly and globally. Our community teams provide a rich source of programming ideas, and with an average of over 2,500 events occurring per week, we can develop insights quickly on what works best for members with select interests. We then use those insights to recommend the top performing new events to relevant community teams worldwide. We collect event feedback and create a quality score for new events The best performing event types are recommended to community teams globally 141

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