added number sorting to graphs and updated the graph for repeated days showcase

discord_verificiation/playtime-frontend/app/api/population/recurring/aggregate/route.ts

@@ -0,0 +1,132 @@
+import { NextRequest, NextResponse } from 'next/server';
+import { query } from '@/lib/db';
+import { attachAvatars } from '@/lib/steamApi';
+import { parseDbDateTime } from '@/lib/timezone';
+
+function pad(n: number) {
+  return String(n).padStart(2, '0');
+}
+
+const MAX_DATES = 120; // same safety cap as the summary endpoint
+const MAX_RESULTS = 200; // bound the leaderboard response size
+
+interface SessionRow {
+  steamid: string;
+  current_name: string;
+  current_country: string | null;
+  session_start_dt: string;
+  session_end_dt: string | null;
+}
+
+export async function GET(req: NextRequest) {
+  const sp = req.nextUrl.searchParams;
+  const daysParam = sp.get('days');
+  const startTime = sp.get('startTime');
+  const endTime = sp.get('endTime');
+  const startDate = sp.get('start');
+  const endDate = sp.get('end');
+
+  if (!daysParam || !startTime || !endTime || !startDate || !endDate) {
+    return NextResponse.json({ error: 'days, startTime, endTime, start, end are all required' }, { status: 400 });
+  }
+
+  const days = daysParam.split(',').map(Number).filter((d) => d >= 0 && d <= 6);
+  if (days.length === 0) {
+    return NextResponse.json({ error: 'no valid days selected' }, { status: 400 });
+  }
+  if (!/^\d{2}:\d{2}$/.test(startTime) || !/^\d{2}:\d{2}$/.test(endTime) || startTime >= endTime) {
+    return NextResponse.json({ error: 'startTime must be before endTime, both as HH:MM' }, { status: 400 });
+  }
+
+  const [startY, startM, startD] = startDate.split('-').map(Number);
+  const [endY, endM, endD] = endDate.split('-').map(Number);
+  if (!startY || !startM || !startD || !endY || !endM || !endD) {
+    return NextResponse.json({ error: 'invalid start/end date' }, { status: 400 });
+  }
+
+  // Same UTC-anchored calendar-date enumeration as the summary endpoint —
+  // see that route for why this avoids timezone ambiguity.
+  const cursor = new Date(Date.UTC(startY, startM - 1, startD));
+  const endCursor = new Date(Date.UTC(endY, endM - 1, endD));
+  if (cursor > endCursor) {
+    return NextResponse.json({ error: 'start date must be before end date' }, { status: 400 });
+  }
+
+  const matchingDates: string[] = [];
+  while (cursor <= endCursor && matchingDates.length < MAX_DATES) {
+    if (days.includes(cursor.getUTCDay())) {
+      matchingDates.push(`${cursor.getUTCFullYear()}-${pad(cursor.getUTCMonth() + 1)}-${pad(cursor.getUTCDate())}`);
+    }
+    cursor.setUTCDate(cursor.getUTCDate() + 1);
+  }
+  const truncated = matchingDates.length >= MAX_DATES && cursor <= endCursor;
+
+  interface PlayerAgg {
+    name: string;
+    country: string | null;
+    totalMinutes: number;
+    daysPresent: Set<string>;
+  }
+  const byPlayer = new Map<string, PlayerAgg>();
+
+  // One query per matching date, run concurrently — same pattern as the
+  // summary endpoint. Each date's rows are folded into the shared map
+  // synchronously once that date's query resolves, so despite running
+  // concurrently there's no race: JS's single-threaded event loop means
+  // each date's aggregation loop runs to completion without another date's
+  // callback interleaving mid-loop.
+  await Promise.all(
+    matchingDates.map(async (dateStr) => {
+      const windowStartStr = `${dateStr} ${startTime}:00`;
+      const windowEndStr = `${dateStr} ${endTime}:00`;
+      const windowStartMs = parseDbDateTime(windowStartStr).getTime();
+      const windowEndMs = parseDbDateTime(windowEndStr).getTime();
+
+      const rows = await query<SessionRow>(
+        `SELECT s.steamid, COALESCE(p.current_name, s.player_name) AS current_name, p.current_country,
+                s.session_start_dt, s.session_end_dt
+         FROM playtime_display_sessions s
+         LEFT JOIN playtime_display_players p ON p.steamid = s.steamid
+         WHERE s.session_start_dt < ?
+           AND (s.session_end_dt IS NULL OR s.session_end_dt > ?)`,
+        [windowEndStr, windowStartStr],
+      );
+
+      for (const r of rows) {
+        const sStart = parseDbDateTime(r.session_start_dt).getTime();
+        const sEnd = r.session_end_dt ? parseDbDateTime(r.session_end_dt).getTime() : Date.now();
+        const clippedStart = Math.max(sStart, windowStartMs);
+        const clippedEnd = Math.min(sEnd, windowEndMs);
+        if (clippedEnd <= clippedStart) continue;
+
+        const minutes = Math.round((clippedEnd - clippedStart) / 60000);
+        if (!byPlayer.has(r.steamid)) {
+          byPlayer.set(r.steamid, { name: r.current_name, country: r.current_country, totalMinutes: 0, daysPresent: new Set() });
+        }
+        const agg = byPlayer.get(r.steamid)!;
+        agg.totalMinutes += minutes;
+        agg.daysPresent.add(dateStr);
+      }
+    }),
+  );
+
+  const unenriched = [...byPlayer.entries()]
+    .map(([steamid, agg]) => ({
+      steamid,
+      name: agg.name,
+      country: agg.country,
+      totalMinutes: agg.totalMinutes,
+      daysPresent: agg.daysPresent.size,
+    }))
+    .sort((a, b) => b.totalMinutes - a.totalMinutes)
+    .slice(0, MAX_RESULTS);
+
+  const players = await attachAvatars(unenriched);
+
+  return NextResponse.json({
+    players,
+    totalMatchingDates: matchingDates.length,
+    truncatedDates: truncated,
+    truncatedPlayers: byPlayer.size > MAX_RESULTS,
+  });
+}

discord_verificiation/playtime-frontend/components/PlayerSearch.tsx

@@ -103,13 +103,14 @@ export default function PlayerSearch() {
         ) : players.length === 0 ? (
           <div className="p-4 text-sm text-ink-muted">No players found.</div>
         ) : (
-          players.map((p) => (
+          players.map((p, i) => (
             <Link
               key={p.steamid}
               href={`/players/${encodeURIComponent(p.steamid)}`}
               className="flex items-center justify-between px-4 py-3 hover:bg-base transition-colors"
             >
               <div className="flex items-center gap-3">
+                <span className="text-ink-faint text-xs w-8 text-right shrink-0">{i + 1}</span>
                 {/* eslint-disable-next-line @next/next/no-img-element */}
                 <img
                   src={p.avatarUrl}

discord_verificiation/playtime-frontend/components/PlayerTimelineChart.tsx

@@ -40,14 +40,15 @@ export default function PlayerTimelineChart({
   return (
     <div>
       {/* time axis */}
-      <div className="flex justify-between text-xs text-ink-faint font-mono mb-2 pl-[172px]">
+      <div className="flex justify-between text-xs text-ink-faint font-mono mb-2 pl-[196px]">
         <span>{windowStartLabel}</span>
         <span>{windowEndLabel}</span>
       </div>
 
       <div className="space-y-1.5">
-        {players.map((p) => (
+        {players.map((p, i) => (
           <div key={p.steamid} className="flex items-center gap-3">
+            <span className="text-ink-faint text-xs w-5 text-right shrink-0">{i + 1}</span>
             <Link
               href={`/players/${encodeURIComponent(p.steamid)}`}
               className="flex items-center gap-2 w-[150px] shrink-0 hover:text-accent transition-colors"

discord_verificiation/playtime-frontend/components/RecurringWindowChart.tsx

@@ -1,7 +1,9 @@
 'use client';
 
 import { useState } from 'react';
+import Link from 'next/link';
 import PlayerTimelineChart from './PlayerTimelineChart';
+import { formatMinutes, countryCodeToFlag } from '@/lib/steam';
 
 interface RecurringPoint {
   date: string; // "2026-07-01"
@@ -17,10 +19,20 @@ interface TimelinePlayer {
   steamid: string;
   name: string;
   avatarUrl: string;
+  country?: string | null;
   totalMinutes: number;
   segments: Segment[];
 }
 
+interface AggregatePlayer {
+  steamid: string;
+  name: string;
+  avatarUrl: string;
+  country?: string | null;
+  totalMinutes: number;
+  daysPresent: number;
+}
+
 const DAY_LABELS = ['Sun', 'Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat'];
 const HEIGHT = 220;
 const PAD_LEFT = 32;
@@ -56,6 +68,11 @@ export default function RecurringWindowChart() {
   const [windowMinutes, setWindowMinutes] = useState(0);
   const [loadingPlayers, setLoadingPlayers] = useState(false);
 
+  const [aggregatePlayers, setAggregatePlayers] = useState<AggregatePlayer[]>([]);
+  const [aggregateDates, setAggregateDates] = useState(0);
+  const [loadingAggregate, setLoadingAggregate] = useState(false);
+  const [aggregateTruncated, setAggregateTruncated] = useState(false);
+
   function toggleDay(d: number) {
     setSelectedDays((prev) => (prev.includes(d) ? prev.filter((x) => x !== d) : [...prev, d].sort()));
   }
@@ -66,10 +83,10 @@ export default function RecurringWindowChart() {
       return;
     }
     setLoading(true);
+    setLoadingAggregate(true);
     setError(null);
     setSelected(null);
     setHasSearched(true);
-    try {
     const params = new URLSearchParams({
       days: selectedDays.join(','),
       startTime,
@@ -77,6 +94,9 @@ export default function RecurringWindowChart() {
       start: rangeStart,
       end: rangeEnd,
     });
+
+    const summaryPromise = (async () => {
+      try {
         const res = await fetch(`/api/population/recurring?${params.toString()}`);
         if (!res.ok) throw new Error((await res.json()).error ?? 'failed to load');
         const data = await res.json();
@@ -88,6 +108,24 @@ export default function RecurringWindowChart() {
       } finally {
         setLoading(false);
       }
+    })();
+
+    const aggregatePromise = (async () => {
+      try {
+        const res = await fetch(`/api/population/recurring/aggregate?${params.toString()}`);
+        const data = await res.json();
+        setAggregatePlayers(data.players ?? []);
+        setAggregateDates(data.totalMatchingDates ?? 0);
+        setAggregateTruncated(!!data.truncatedPlayers);
+      } catch {
+        setAggregatePlayers([]);
+        setAggregateDates(0);
+      } finally {
+        setLoadingAggregate(false);
+      }
+    })();
+
+    await Promise.all([summaryPromise, aggregatePromise]);
   }
 
   async function loadPlayersFor(point: RecurringPoint) {
@@ -278,8 +316,67 @@ export default function RecurringWindowChart() {
         </>
       )}
 
-      {selected && (
+      {hasSearched && !loading && points.length > 0 && (
-        <div className="mt-4 pt-4 border-t-2 border-base-divider">
+        <div className="mt-6 pt-6 border-t-2 border-base-divider grid md:grid-cols-2 gap-6">
+          {/* Overall — combined across every matching day */}
+          <div>
+            <div className="stat-label mb-1">
+              Overall — combined across all {aggregateDates} matching day{aggregateDates === 1 ? '' : 's'}, {startTime}–{endTime}
+            </div>
+            <p className="text-xs text-ink-muted mb-3">
+              Each player's time spent inside the window, summed across every matching date.
+            </p>
+
+            {loadingAggregate ? (
+              <div className="text-sm text-ink-faint font-mono py-4">loading…</div>
+            ) : aggregatePlayers.length === 0 ? (
+              <div className="text-sm text-ink-muted py-4">No players recorded across these dates.</div>
+            ) : (
+              <>
+                <div className="row-divide">
+                  {aggregatePlayers.map((p, i) => (
+                    <Link
+                      key={p.steamid}
+                      href={`/players/${encodeURIComponent(p.steamid)}`}
+                      className="flex items-center justify-between py-2.5 text-sm hover:bg-base transition-colors px-2 -mx-2 rounded"
+                    >
+                      <div className="flex items-center gap-3 min-w-0">
+                        <span className="text-ink-faint text-xs w-5 text-right shrink-0">{i + 1}</span>
+                        {/* eslint-disable-next-line @next/next/no-img-element */}
+                        <img
+                          src={p.avatarUrl}
+                          alt=""
+                          className="w-7 h-7 rounded-full object-cover ring-1 ring-base-border shrink-0"
+                        />
+                        {p.country !== undefined && (
+                          <span className="text-xs shrink-0" aria-hidden>
+                            {countryCodeToFlag(p.country)}
+                          </span>
+                        )}
+                        <span className="text-ink truncate">{p.name}</span>
+                      </div>
+                      <div className="flex items-center gap-4 shrink-0">
+                        <span className="text-ink-faint text-xs mono">
+                          {p.daysPresent} of {aggregateDates} day{aggregateDates === 1 ? '' : 's'}
+                        </span>
+                        <span className="text-ink mono text-xs w-16 text-right">{formatMinutes(p.totalMinutes)}</span>
+                      </div>
+                    </Link>
+                  ))}
+                </div>
+                {aggregateTruncated && (
+                  <div className="text-xs text-ink-faint mt-2">
+                    Showing the top {aggregatePlayers.length} players by time — narrow the search for a complete list.
+                  </div>
+                )}
+              </>
+            )}
+          </div>
+
+          {/* One specific day — populated once a bar is clicked, visible (empty) before that */}
+          <div>
+            {selected ? (
+              <>
                 <div className="stat-label mb-3">
                   {new Date(`${selected.date}T00:00:00Z`).toLocaleDateString(undefined, { weekday: 'long', month: 'short', day: 'numeric' })}, {startTime}–{endTime} — {selectedPlayers.length} player
                   {selectedPlayers.length === 1 ? '' : 's'}, sorted by time spent in the window
@@ -291,6 +388,19 @@ export default function RecurringWindowChart() {
                   windowEndLabel={endTime}
                   loading={loadingPlayers}
                 />
+              </>
+            ) : (
+              <div className="min-h-[200px] border border-dashed border-base-border rounded-lg p-4">
+                <div className="flex items-center gap-1.5 text-sm text-accent">
+                  <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" strokeWidth="1.75" className="shrink-0">
+                    <path d="M9 9l6 6M9 15l6-6" strokeLinecap="round" />
+                    <circle cx="12" cy="12" r="9" />
+                  </svg>
+                  <span>Click any green bar above to see who was online — and exactly when — on that specific day.</span>
+                </div>
+              </div>
+            )}
+          </div>
         </div>
       )}
     </div>