Elena hadn’t slept in thirty hours. Not because she was climbing the ranked ladder in Age of Empires II , but because she was building a dashboard for it.
It was brutally honest. And players loved it.
She’d scraped anonymized post-game chat logs and correlated phrases with match events. “gg ez” usually preceded a win streak of +3. “lag” spiked after a 20% drop in ELO. And the rarest signal: “well played” — which predicted a calm, focused climb over the next 10 matches.
She called it — a live, interactive hub that pulled from every recorded match on the leaderboard. But unlike the static leaderboards or basic win-rate sites, her dashboard told stories.
It just said: “Take a break. The ladder will wait.”
“Hey. I built the AoE2 Dashboard you’ve been using. I see you. Want to talk?”
Elena hadn’t slept in thirty hours. Not because she was climbing the ranked ladder in Age of Empires II , but because she was building a dashboard for it.
It was brutally honest. And players loved it.
She’d scraped anonymized post-game chat logs and correlated phrases with match events. “gg ez” usually preceded a win streak of +3. “lag” spiked after a 20% drop in ELO. And the rarest signal: “well played” — which predicted a calm, focused climb over the next 10 matches.
She called it — a live, interactive hub that pulled from every recorded match on the leaderboard. But unlike the static leaderboards or basic win-rate sites, her dashboard told stories.
It just said: “Take a break. The ladder will wait.”
“Hey. I built the AoE2 Dashboard you’ve been using. I see you. Want to talk?”
