diff --git a/reaction_board/web/static/style.css b/reaction_board/web/static/style.css
index a79de13..fef7888 100644
--- a/reaction_board/web/static/style.css
+++ b/reaction_board/web/static/style.css
@@ -531,24 +531,101 @@ h1, h2, h3, p { margin: 0; }
   .filter-row .select { width: 100%; max-width: none; }
 }
 .growth-days { padding-top: 2px; }
-.date-range {
+.fans-range {
   display: flex;
   flex-wrap: wrap;
   align-items: center;
-  gap: 6px;
+  gap: 8px;
   margin-top: 8px;
 }
-.date-range input[type="date"] {
+.fans-range .chip-row { flex: 0 0 auto; min-width: 0; }
+.fan-range-picker { position: relative; display: flex; align-items: center; gap: 6px; }
+@media (min-width: 900px) {
+  .fans-range { flex-wrap: nowrap; }
+  .fans-range .chip-row { flex: 1 1 auto; }
+  .fan-range-picker { flex: 0 0 auto; }
+}
+@media (max-width: 899px) {
+  .fans-range .chip-row { flex-basis: 100%; }
+}
+.date-range-trigger {
   min-height: 38px;
-  padding: 8px 11px;
+  padding: 8px 12px;
   border: 1px solid var(--border);
   border-radius: 10px;
   background: var(--surface);
   color: inherit;
   font: inherit;
   font-size: 13px;
+  white-space: nowrap;
+  cursor: pointer;
 }
-.date-range span { color: var(--muted); font-size: 12px; }
+.date-range-trigger:hover { border-color: var(--accent); color: var(--accent); }
+.range-popover {
+  position: absolute;
+  z-index: 50;
+  top: calc(100% + 6px);
+  left: 0;
+  width: min(300px, calc(100vw - 24px));
+  padding: 12px;
+  border: 1px solid var(--border);
+  border-radius: 14px;
+  background: var(--surface);
+  box-shadow: var(--shadow);
+}
+.range-popover-head {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 8px;
+  margin-bottom: 8px;
+}
+.range-popover-head strong { font-size: 13px; }
+.range-nav {
+  width: 30px;
+  height: 30px;
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  background: transparent;
+  color: var(--text);
+  font-size: 16px;
+  line-height: 1;
+  cursor: pointer;
+}
+.range-weekdays,
+.range-grid {
+  display: grid;
+  grid-template-columns: repeat(7, 1fr);
+  gap: 2px;
+}
+.range-weekdays {
+  margin-bottom: 4px;
+  color: var(--muted);
+  font-size: 11px;
+  text-align: center;
+}
+.range-empty { height: 32px; }
+.range-day {
+  height: 32px;
+  border: 1px solid transparent;
+  border-radius: 8px;
+  background: transparent;
+  color: var(--text);
+  font-size: 12px;
+  cursor: pointer;
+}
+.range-day:hover { background: var(--surface-2); }
+.range-day.in-range { background: var(--accent-soft); color: var(--accent-strong); }
+.range-day.is-start,
+.range-day.is-end { background: var(--accent); color: var(--accent-contrast); font-weight: 650; }
+.range-popover-foot {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 8px;
+  margin-top: 10px;
+}
+.range-hint { color: var(--muted); font-size: 11.5px; }
 
 .rank-list { display: flex; flex-direction: column; gap: 8px; }
 .pager {
diff --git a/reaction_board/web/static/views/fans.js b/reaction_board/web/static/views/fans.js
index 8262957..87ee378 100644
--- a/reaction_board/web/static/views/fans.js
+++ b/reaction_board/web/static/views/fans.js
@@ -2,11 +2,130 @@ import { api } from "../api.js";
 import { centerActiveChips, emptyState, sectionHeader } from "../components.js";
 import { lineChart, themeColor } from "../charts.js";
 import {
-  escapeAttr, escapeHtml, formatCount, formatDelta, formatNumber,
+  escapeHtml, formatCount, formatDelta, formatNumber,
 } from "../format.js";
 import { replaceQuery } from "../router.js";
 
 const RANGES = [["7", "7 天"], ["30", "30 天"], ["90", "90 天"], ["3650", "全部"]];
+let pickerCleanup = null;
+
+function pad2(value) {
+  return String(value).padStart(2, "0");
+}
+
+function isoDay(year, month, day) {
+  return `${year}-${pad2(month)}-${pad2(day)}`;
+}
+
+function setupRangePicker(root, { start, end, defaultDate }) {
+  const picker = root.querySelector("#fan-range-picker");
+  if (!picker) return;
+  const trigger = picker.querySelector("#fan-range-trigger");
+  const popover = picker.querySelector("#fan-range-popover");
+  const grid = picker.querySelector("#fan-range-grid");
+  const monthLabel = picker.querySelector("#fan-range-month");
+  const hint = picker.querySelector("#fan-range-hint");
+  const apply = picker.querySelector("#fan-range-apply");
+
+  const fallback = String(defaultDate || start || "2026-01-01").slice(0, 10);
+  let viewYear = Number((start || fallback).slice(0, 4));
+  let viewMonth = Number((start || fallback).slice(5, 7));
+  let selStart = start || null;
+  let selEnd = end || null;
+
+  const refreshFooter = () => {
+    if (selStart && selEnd) hint.textContent = `${selStart} ~ ${selEnd}`;
+    else if (selStart) hint.textContent = "选择结束日期";
+    else hint.textContent = "选择开始日期";
+    apply.disabled = !(selStart && selEnd);
+  };
+
+  const renderMonth = () => {
+    const first = new Date(viewYear, viewMonth - 1, 1);
+    const offset = (first.getDay() + 6) % 7; // 周一开头
+    const total = new Date(viewYear, viewMonth, 0).getDate();
+    monthLabel.textContent = `${viewYear} 年 ${viewMonth} 月`;
+    let html = "";
+    for (let index = 0; index < offset; index += 1) {
+      html += '<span class="range-empty"></span>';
+    }
+    for (let day = 1; day <= total; day += 1) {
+      const iso = isoDay(viewYear, viewMonth, day);
+      const classes = ["range-day"];
+      if (iso === selStart) classes.push("is-start");
+      if (iso === selEnd) classes.push("is-end");
+      if (selStart && selEnd && iso > selStart && iso < selEnd) classes.push("in-range");
+      html += `<button type="button" class="${classes.join(" ")}" data-day="${iso}">${day}</button>`;
+    }
+    grid.innerHTML = html;
+  };
+
+  const close = () => {
+    popover.hidden = true;
+    trigger.setAttribute("aria-expanded", "false");
+  };
+  const open = () => {
+    popover.hidden = false;
+    trigger.setAttribute("aria-expanded", "true");
+    if (!selStart && !selEnd && fallback) {
+      viewYear = Number(fallback.slice(0, 4));
+      viewMonth = Number(fallback.slice(5, 7));
+    }
+    renderMonth();
+    refreshFooter();
+  };
+
+  trigger.addEventListener("click", () => {
+    if (popover.hidden) open();
+    else close();
+  });
+  picker.querySelectorAll("[data-nav]").forEach((button) => button.addEventListener("click", () => {
+    viewMonth += Number(button.dataset.nav);
+    if (viewMonth < 1) { viewMonth = 12; viewYear -= 1; }
+    else if (viewMonth > 12) { viewMonth = 1; viewYear += 1; }
+    renderMonth();
+  }));
+  grid.addEventListener("click", (event) => {
+    const dayButton = event.target.closest("[data-day]");
+    if (!dayButton) return;
+    event.stopPropagation();
+    const day = dayButton.dataset.day;
+    if (!selStart || (selStart && selEnd) || day < selStart) {
+      selStart = day;
+      selEnd = null;
+    } else {
+      selEnd = day;
+      if (selEnd < selStart) {
+        const swap = selStart;
+        selStart = selEnd;
+        selEnd = swap;
+      }
+    }
+    refreshFooter();
+    renderMonth();
+  });
+  apply.addEventListener("click", () => {
+    if (!selStart || !selEnd) return;
+    close();
+    replaceQuery({ start: selStart, end: selEnd, days: null });
+  });
+
+  pickerCleanup?.();
+  const onDocumentClick = (event) => {
+    if (!popover.hidden && !picker.contains(event.target)) close();
+  };
+  const onKeydown = (event) => {
+    if (event.key === "Escape" && !popover.hidden) close();
+  };
+  document.addEventListener("click", onDocumentClick);
+  document.addEventListener("keydown", onKeydown);
+  pickerCleanup = () => {
+    document.removeEventListener("click", onDocumentClick);
+    document.removeEventListener("keydown", onKeydown);
+  };
+  renderMonth();
+  refreshFooter();
+}
 
 export async function renderFans(root, { query }) {
   const days = query.get("days") || "90";
@@ -49,20 +168,35 @@ export async function renderFans(root, { query }) {
 
       <section class="panel chart-panel">
         ${sectionHeader("粉丝曲线")}
-        <div class="chip-row scroll-x">
-          ${RANGES.map(([value, label]) => `<button type="button"
-            class="chip${!customRange && days === value ? " active" : ""}" data-days="${value}">${label}</button>`).join("")}
+        <div class="fans-range">
+          <div class="chip-row scroll-x">
+            ${RANGES.map(([value, label]) => `<button type="button"
+              class="chip${!customRange && days === value ? " active" : ""}" data-days="${value}">${label}</button>`).join("")}
+          </div>
+          <div class="fan-range-picker" id="fan-range-picker">
+            <button type="button" class="date-range-trigger" id="fan-range-trigger"
+              aria-haspopup="dialog" aria-expanded="false">
+              ${start && end ? `${escapeHtml(start)} ~ ${escapeHtml(end)}` : "选择日期范围"}
+            </button>
+            ${customRange ? `<button class="button ghost" type="button" id="fan-range-clear">清除</button>` : ""}
+            <div class="range-popover" id="fan-range-popover" role="dialog" aria-label="选择粉丝日期范围" hidden>
+              <div class="range-popover-head">
+                <button type="button" class="range-nav" data-nav="-1" aria-label="上个月">‹</button>
+                <strong id="fan-range-month"></strong>
+                <button type="button" class="range-nav" data-nav="1" aria-label="下个月">›</button>
+              </div>
+              <div class="range-weekdays">${["一","二","三","四","五","六","日"].map((d) => `<span>${d}</span>`).join("")}</div>
+              <div class="range-grid" id="fan-range-grid"></div>
+              <div class="range-popover-foot">
+                <span class="range-hint" id="fan-range-hint">选择开始日期</span>
+                <button type="button" class="button" id="fan-range-apply" disabled>应用</button>
+              </div>
+            </div>
+          </div>
         </div>
-        <form class="date-range" id="fan-range">
-          <input type="date" name="start" value="${escapeAttr(start)}" aria-label="开始日期">
-          <span>至</span>
-          <input type="date" name="end" value="${escapeAttr(end)}" aria-label="结束日期">
-          <button class="button" type="submit">应用</button>
-          ${customRange ? `<button class="button ghost" type="button" id="fan-range-clear">清除</button>` : ""}
-        </form>
         <div class="chart" id="fans-chart"></div>
         <p class="section-note">
-          只绘制粉丝数，不叠加 reaction 视频数据；缺失日断开，不插值。
+          缺失日断开，不插值。
           ${fans.mode === "monthly"
             ? "当前范围超过一年，按每月粉丝峰值所在日期绘制。"
             : `当前按日绘制（${escapeHtml(fans.range_start || "—")} ~ ${escapeHtml(fans.range_end || "—")}）。`}
@@ -74,7 +208,7 @@ export async function renderFans(root, { query }) {
         <p class="section-note">默认展示最近 ${fans.recent_days || 14} 天；更早的数据只在曲线中显示。</p>
         <div class="table-wrap">
           <table class="data-table">
-            <thead><tr><th>日期</th><th>粉丝</th><th>较上一成功日</th></tr></thead>
+            <thead><tr><th>日期</th><th>粉丝</th><th>变化值</th></tr></thead>
             <tbody>
               ${(fans.recent_points || []).slice().reverse().map((point) => `
                 <tr class="${point.ok ? "" : "failed-row"}">
@@ -94,20 +228,10 @@ export async function renderFans(root, { query }) {
   root.querySelector("#fan-mid")?.addEventListener("change", (event) => {
     replaceQuery({ mid: event.target.value });
   });
-  root.querySelector("#fan-range")?.addEventListener("submit", (event) => {
-    event.preventDefault();
-    const form = new FormData(event.target);
-    const nextStart = String(form.get("start") || "").trim();
-    const nextEnd = String(form.get("end") || "").trim();
-    if (nextStart && nextEnd && nextStart > nextEnd) {
-      window.alert("开始日期不能晚于结束日期");
-      return;
-    }
-    replaceQuery({ start: nextStart || null, end: nextEnd || null, days: null });
-  });
   root.querySelector("#fan-range-clear")?.addEventListener("click", () => {
     replaceQuery({ start: null, end: null, days: null });
   });
+  setupRangePicker(root, { start, end, defaultDate: fans.range_end || end });
   centerActiveChips(root);
   const chartElement = root.querySelector("#fans-chart");
   if (chartElement) {