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.
One night, the dashboard flashed a red alert. aoe2 dashboard
“Hey. I built the AoE2 Dashboard you’ve been using. I see you. Want to talk?” And the rarest signal: “well played” — which
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. I built the AoE2 Dashboard you’ve been using
Her apartment looked like a war room. Three monitors glowed with SQL queries, Python scripts, and a sprawling Tableau workbook. On the wall, she’d pinned a printed flowchart of Elo distributions, match-up win rates, and a heatmap of “drifting” — the subtle art of villager idle time.
She called it . Positive. Rising.
That night, she added a new feature to the AoE2 Dashboard: a single button at the top, next to “Ranked Stats.”