feat: report editor

commit bfcf271a64c33a60f61f511cec2198d9c8a9c51a
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Wed Nov 26 12:32:40 2025 +0100

    wip

commit 8cd3b89fa3
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Tue Nov 25 22:33:58 2025 +0100

    funnel

commit 95af86dc44
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Tue Nov 25 22:23:25 2025 +0100

    wip

commit 727a218e6b
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Tue Nov 25 10:18:26 2025 +0100

    conversion wip

commit 958ba535d6
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Tue Nov 25 10:18:20 2025 +0100

    wip

commit 3bbeb927cc
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Tue Nov 25 09:18:48 2025 +0100

    wip

commit d99335e2f4
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Mon Nov 24 18:08:10 2025 +0100

    wip

commit 1fa61b1ae9
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Mon Nov 24 15:50:28 2025 +0100

    ts

commit 548747d826
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Mon Nov 24 13:17:01 2025 +0100

    fix typecheck events -> series

commit 7b18544085
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Mon Nov 24 13:06:46 2025 +0100

    fix report table

commit 57697a5a39
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Sat Nov 22 00:05:13 2025 +0100

    wip

commit 06fb6c4f3c
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Fri Nov 21 11:21:17 2025 +0100

    wip

commit dd71fd4e11
Author: Carl-Gerhard Lindesvärd <lindesvard@gmail.com>
Date:   Thu Nov 20 13:56:58 2025 +0100

    formulas

.vscode/settings.json

@@ -17,7 +17,7 @@
     "editor.defaultFormatter": "biomejs.biome"
   },
   "[json]": {
-    "editor.defaultFormatter": "biomejs.biome"
+    "editor.defaultFormatter": "vscode.json-language-features"
   },
   "editor.formatOnSave": true,
   "tailwindCSS.experimental.classRegex": [

apps/api/src/controllers/export.controller.ts

@@ -12,8 +12,8 @@ import {
   getEventsCountCached,
   getSettingsForProject,
 } from '@openpanel/db';
-import { getChart } from '@openpanel/trpc/src/routers/chart.helpers';
+import { ChartEngine } from '@openpanel/db';
-import { zChartEvent, zChartInput } from '@openpanel/validation';
+import { zChartEvent, zChartInputBase } from '@openpanel/validation';
 import { omit } from 'ramda';
 
 async function getProjectId(
@@ -139,7 +139,7 @@ export async function events(
   });
 }
 
-const chartSchemeFull = zChartInput
+const chartSchemeFull = zChartInputBase
   .pick({
     breakdowns: true,
     interval: true,
@@ -151,14 +151,27 @@ const chartSchemeFull = zChartInput
   .extend({
     project_id: z.string().optional(),
     projectId: z.string().optional(),
-    events: z.array(
+    series: z
-      z.object({
+      .array(
-        name: z.string(),
+        z.object({
-        filters: zChartEvent.shape.filters.optional(),
+          name: z.string(),
-        segment: zChartEvent.shape.segment.optional(),
+          filters: zChartEvent.shape.filters.optional(),
-        property: zChartEvent.shape.property.optional(),
+          segment: zChartEvent.shape.segment.optional(),
-      }),
+          property: zChartEvent.shape.property.optional(),
-    ),
+        }),
+      )
+      .optional(),
+    // Backward compatibility - events will be migrated to series via preprocessing
+    events: z
+      .array(
+        z.object({
+          name: z.string(),
+          filters: zChartEvent.shape.filters.optional(),
+          segment: zChartEvent.shape.segment.optional(),
+          property: zChartEvent.shape.property.optional(),
+        }),
+      )
+      .optional(),
   });
 
 export async function charts(
@@ -179,9 +192,17 @@ export async function charts(
 
   const projectId = await getProjectId(request, reply);
   const { timezone } = await getSettingsForProject(projectId);
-  const { events, ...rest } = query.data;
+  const { events, series, ...rest } = query.data;
 
-  return getChart({
+  // Use series if available, otherwise fall back to events (backward compat)
+  const eventSeries = (series ?? events ?? []).map((event: any) => ({
+    ...event,
+    type: event.type ?? 'event',
+    segment: event.segment ?? 'event',
+    filters: event.filters ?? [],
+  }));
+
+  return ChartEngine.execute({
     ...rest,
     startDate: rest.startDate
       ? DateTime.fromISO(rest.startDate)
@@ -194,11 +215,7 @@ export async function charts(
           .toFormat('yyyy-MM-dd HH:mm:ss')
       : undefined,
     projectId,
-    events: events.map((event) => ({
+    series: eventSeries,
-      ...event,
-      segment: event.segment ?? 'event',
-      filters: event.filters ?? [],
-    })),
     chartType: 'linear',
     metric: 'sum',
   });

apps/api/src/utils/ai-tools.ts

@@ -7,8 +7,8 @@ import {
   ch,
   clix,
 } from '@openpanel/db';
+import { ChartEngine } from '@openpanel/db';
 import { getCache } from '@openpanel/redis';
-import { getChart } from '@openpanel/trpc/src/routers/chart.helpers';
 import { zChartInputAI } from '@openpanel/validation';
 import { tool } from 'ai';
 import { z } from 'zod';

apps/start/package.json

@@ -103,7 +103,6 @@
     "lodash.throttle": "^4.1.1",
     "lottie-react": "^2.4.0",
     "lucide-react": "^0.476.0",
-    "mathjs": "^12.3.2",
     "mitt": "^3.0.1",
     "nuqs": "^2.5.2",
     "prisma-error-enum": "^0.1.3",

apps/start/src/components/overview/overview-metric-card.tsx

@@ -153,7 +153,7 @@ export function OverviewMetricCard({
                   width={width}
                   height={height / 4}
                   data={data}
-                  style={{ marginTop: (height / 4) * 3 }}
+                  style={{ marginTop: (height / 4) * 3, background: 'transparent' }}
                   onMouseMove={(event) => {
                     setCurrentIndex(event.activeTooltipIndex ?? null);
                   }}

apps/start/src/components/overview/overview-top-devices.tsx

@@ -45,8 +45,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -81,8 +82,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -120,8 +122,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -160,8 +163,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -199,8 +203,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -239,8 +244,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',
@@ -278,8 +284,9 @@ export default function OverviewTopDevices({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'user',
               filters,
               id: 'A',

apps/start/src/components/overview/overview-top-events.tsx

@@ -7,6 +7,7 @@ import type { IChartType } from '@openpanel/validation';
 
 import { useTRPC } from '@/integrations/trpc/react';
 import { useQuery } from '@tanstack/react-query';
+import { SerieIcon } from '../report-chart/common/serie-icon';
 import { Widget, WidgetBody } from '../widget';
 import { OverviewChartToggle } from './overview-chart-toggle';
 import { WidgetButtons, WidgetFooter, WidgetHead } from './overview-widget';
@@ -37,8 +38,9 @@ export default function OverviewTopEvents({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'event',
               filters: [
                 ...filters,
@@ -78,8 +80,9 @@ export default function OverviewTopEvents({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'event',
               filters: [...filters],
               id: 'A',
@@ -112,8 +115,9 @@ export default function OverviewTopEvents({
           projectId,
           startDate,
           endDate,
-          events: [
+          series: [
             {
+              type: 'event',
               segment: 'event',
               filters: [
                 ...filters,
@@ -168,7 +172,13 @@ export default function OverviewTopEvents({
         </WidgetHead>
         <WidgetBody className="p-3">
           <ReportChart
-            options={{ hideID: true, columns: ['Event', 'Count'] }}
+            options={{
+              hideID: true,
+              columns: ['Event'],
+              renderSerieName(names) {
+                return names[1];
+              },
+            }}
             report={{
               ...widget.chart.report,
               previous: false,

apps/start/src/components/overview/overview-top-geo.tsx

@@ -7,6 +7,7 @@ import type { IChartType } from '@openpanel/validation';
 import { useNumber } from '@/hooks/use-numer-formatter';
 import { useTRPC } from '@/integrations/trpc/react';
 import { pushModal } from '@/modals';
+import { countries } from '@/translations/countries';
 import { NOT_SET_VALUE } from '@openpanel/constants';
 import { useQuery } from '@tanstack/react-query';
 import { ChevronRightIcon } from 'lucide-react';
@@ -108,13 +109,19 @@ export default function OverviewTopGeo({ projectId }: OverviewTopGeoProps) {
                       >
                         {item.prefix && (
                           <span className="mr-1 row inline-flex items-center gap-1">
-                            <span>{item.prefix}</span>
+                            <span>
+                              {countries[
+                                item.prefix as keyof typeof countries
+                              ] ?? item.prefix}
+                            </span>
                             <span>
                               <ChevronRightIcon className="size-3" />
                             </span>
                           </span>
                         )}
-                        {item.name || 'Not set'}
+                        {(countries[item.name as keyof typeof countries] ??
+                          item.name) ||
+                          'Not set'}
                       </button>
                     </div>
                   );
@@ -146,8 +153,9 @@ export default function OverviewTopGeo({ projectId }: OverviewTopGeoProps) {
               projectId,
               startDate,
               endDate,
-              events: [
+              series: [
                 {
+                  type: 'event',
                   segment: 'event',
                   filters,
                   id: 'A',

apps/start/src/components/profiles/profile-charts.tsx

@@ -15,8 +15,9 @@ export const ProfileCharts = memo(
     const pageViewsChart: IChartProps = {
       projectId,
       chartType: 'linear',
-      events: [
+      series: [
         {
+          type: 'event',
           segment: 'event',
           filters: [
             {
@@ -48,8 +49,9 @@ export const ProfileCharts = memo(
     const eventsChart: IChartProps = {
       projectId,
       chartType: 'linear',
-      events: [
+      series: [
         {
+          type: 'event',
           segment: 'event',
           filters: [
             {

apps/start/src/components/report-chart/area/chart.tsx

@@ -7,6 +7,7 @@ import { cn } from '@/utils/cn';
 import { getChartColor } from '@/utils/theme';
 import { useQuery } from '@tanstack/react-query';
 import { isSameDay, isSameHour, isSameMonth, isSameWeek } from 'date-fns';
+import { BookmarkIcon, UsersIcon } from 'lucide-react';
 import { last } from 'ramda';
 import { useCallback } from 'react';
 import {
@@ -25,6 +26,10 @@ import {
 
 import { useDashedStroke } from '@/hooks/use-dashed-stroke';
 import { useXAxisProps, useYAxisProps } from '../common/axis';
+import {
+  ChartClickMenu,
+  type ChartClickMenuItem,
+} from '../common/chart-click-menu';
 import { ReportChartTooltip } from '../common/report-chart-tooltip';
 import { ReportTable } from '../common/report-table';
 import { SerieIcon } from '../common/serie-icon';
@@ -45,6 +50,8 @@ export function Chart({ data }: Props) {
       endDate,
       range,
       lineType,
+      series: reportSeries,
+      breakdowns,
     },
     isEditMode,
     options: { hideXAxis, hideYAxis },
@@ -126,16 +133,66 @@ export function Chart({ data }: Props) {
     interval,
   });
 
-  const handleChartClick = useCallback((e: any) => {
+  const getMenuItems = useCallback(
-    if (e?.activePayload?.[0]) {
+    (e: any, clickedData: any): ChartClickMenuItem[] => {
-      const clickedData = e.activePayload[0].payload;
+      const items: ChartClickMenuItem[] = [];
-      if (clickedData.date) {
+
-        pushModal('AddReference', {
+      if (!clickedData?.date) {
-          datetime: new Date(clickedData.date).toISOString(),
+        return items;
+      }
+
+      // View Users - only show if we have projectId
+      if (projectId) {
+        items.push({
+          label: 'View Users',
+          icon: <UsersIcon size={16} />,
+          onClick: () => {
+            pushModal('ViewChartUsers', {
+              type: 'chart',
+              chartData: data,
+              report: {
+                projectId,
+                series: reportSeries,
+                breakdowns: breakdowns || [],
+                interval,
+                startDate,
+                endDate,
+                range,
+                previous,
+                chartType: 'area',
+                metric: 'sum',
+              },
+              date: clickedData.date,
+            });
+          },
         });
       }
-    }
+
-  }, []);
+      // Add Reference - always show
+      items.push({
+        label: 'Add Reference',
+        icon: <BookmarkIcon size={16} />,
+        onClick: () => {
+          pushModal('AddReference', {
+            datetime: new Date(clickedData.date).toISOString(),
+          });
+        },
+      });
+
+      return items;
+    },
+    [
+      projectId,
+      data,
+      reportSeries,
+      breakdowns,
+      interval,
+      startDate,
+      endDate,
+      range,
+      previous,
+    ],
+  );
 
   const { getStrokeDasharray, calcStrokeDasharray, handleAnimationEnd } =
     useDashedStroke({
@@ -144,106 +201,114 @@ export function Chart({ data }: Props) {
 
   return (
     <ReportChartTooltip.TooltipProvider references={references.data}>
-      <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
+      <ChartClickMenu getMenuItems={getMenuItems}>
-        <ResponsiveContainer>
+        <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
-          <ComposedChart data={rechartData} onClick={handleChartClick}>
+          <ResponsiveContainer>
-            <Customized component={calcStrokeDasharray} />
+            <ComposedChart data={rechartData}>
-            <Line
+              <Customized component={calcStrokeDasharray} />
-              dataKey="calcStrokeDasharray"
+              <Line
-              legendType="none"
+                dataKey="calcStrokeDasharray"
-              animationDuration={0}
+                legendType="none"
-              onAnimationEnd={handleAnimationEnd}
+                animationDuration={0}
-            />
+                onAnimationEnd={handleAnimationEnd}
-            <CartesianGrid
-              strokeDasharray="3 3"
-              horizontal={true}
-              vertical={false}
-              className="stroke-border"
-            />
-            {references.data?.map((ref) => (
-              <ReferenceLine
-                key={ref.id}
-                x={ref.date.getTime()}
-                stroke={'oklch(from var(--foreground) l c h / 0.1)'}
-                strokeDasharray={'3 3'}
-                label={{
-                  value: ref.title,
-                  position: 'centerTop',
-                  fill: '#334155',
-                  fontSize: 12,
-                }}
-                fontSize={10}
               />
-            ))}
+              <CartesianGrid
-            <YAxis {...yAxisProps} />
+                strokeDasharray="3 3"
-            <XAxis {...xAxisProps} />
+                horizontal={true}
-            <Legend content={<CustomLegend />} />
+                vertical={false}
-            <Tooltip content={<ReportChartTooltip.Tooltip />} />
+                className="stroke-border"
-            {series.map((serie) => {
+              />
-              const color = getChartColor(serie.index);
+              {references.data?.map((ref) => (
-              return (
+                <ReferenceLine
-                <defs key={`defs-${serie.id}`}>
+                  key={ref.id}
-                  <linearGradient
+                  x={ref.date.getTime()}
-                    id={`color${color}`}
+                  stroke={'oklch(from var(--foreground) l c h / 0.1)'}
-                    x1="0"
+                  strokeDasharray={'3 3'}
-                    y1="0"
+                  label={{
-                    x2="0"
+                    value: ref.title,
-                    y2="1"
+                    position: 'centerTop',
-                  >
+                    fill: '#334155',
-                    <stop offset="0%" stopColor={color} stopOpacity={0.8} />
+                    fontSize: 12,
-                    <stop offset={'100%'} stopColor={color} stopOpacity={0.1} />
+                  }}
-                  </linearGradient>
+                  fontSize={10}
-                </defs>
-              );
-            })}
-            {series.map((serie) => {
-              const color = getChartColor(serie.index);
-              return (
-                <Area
-                  key={serie.id}
-                  stackId="1"
-                  type={lineType}
-                  name={serie.id}
-                  dataKey={`${serie.id}:count`}
-                  strokeDasharray={
-                    useDashedLastLine
-                      ? getStrokeDasharray(`${serie.id}:count`)
-                      : undefined
-                  }
-                  fill={`url(#color${color})`}
-                  isAnimationActive={false}
-                  fillOpacity={0.7}
                 />
-              );
+              ))}
-            })}
+              <YAxis {...yAxisProps} />
-            {previous &&
+              <XAxis {...xAxisProps} />
-              series.map((serie) => {
+              <Legend content={<CustomLegend />} />
+              <Tooltip content={<ReportChartTooltip.Tooltip />} />
+              {series.map((serie) => {
+                const color = getChartColor(serie.index);
+                return (
+                  <defs key={`defs-${serie.id}`}>
+                    <linearGradient
+                      id={`color${color}`}
+                      x1="0"
+                      y1="0"
+                      x2="0"
+                      y2="1"
+                    >
+                      <stop offset="0%" stopColor={color} stopOpacity={0.8} />
+                      <stop
+                        offset={'100%'}
+                        stopColor={color}
+                        stopOpacity={0.1}
+                      />
+                    </linearGradient>
+                  </defs>
+                );
+              })}
+              {series.map((serie) => {
                 const color = getChartColor(serie.index);
                 return (
                   <Area
-                    key={`${serie.id}:prev`}
+                    key={serie.id}
-                    stackId="2"
+                    stackId="1"
                     type={lineType}
-                    name={`${serie.id}:prev`}
+                    name={serie.id}
-                    dataKey={`${serie.id}:prev:count`}
+                    dataKey={`${serie.id}:count`}
+                    strokeDasharray={
+                      useDashedLastLine
+                        ? getStrokeDasharray(`${serie.id}:count`)
+                        : undefined
+                    }
+                    fill={`url(#color${color})`}
                     stroke={color}
-                    fill={color}
+                    strokeWidth={2}
-                    fillOpacity={0.3}
-                    strokeOpacity={0.3}
                     isAnimationActive={false}
+                    fillOpacity={0.7}
                   />
                 );
               })}
-          </ComposedChart>
+              {previous &&
-        </ResponsiveContainer>
+                series.map((serie) => {
-      </div>
+                  const color = getChartColor(serie.index);
-      {isEditMode && (
+                  return (
-        <ReportTable
+                    <Area
-          data={data}
+                      key={`${serie.id}:prev`}
-          visibleSeries={series}
+                      stackId="2"
-          setVisibleSeries={setVisibleSeries}
+                      type={lineType}
-        />
+                      name={`${serie.id}:prev`}
-      )}
+                      dataKey={`${serie.id}:prev:count`}
+                      stroke={color}
+                      fill={color}
+                      fillOpacity={0.3}
+                      strokeOpacity={0.3}
+                      isAnimationActive={false}
+                    />
+                  );
+                })}
+            </ComposedChart>
+          </ResponsiveContainer>
+        </div>
+        {isEditMode && (
+          <ReportTable
+            data={data}
+            visibleSeries={series}
+            setVisibleSeries={setVisibleSeries}
+          />
+        )}
+      </ChartClickMenu>
     </ReportChartTooltip.TooltipProvider>
   );
 }

apps/start/src/components/report-chart/common/chart-click-menu.tsx

@@ -0,0 +1,263 @@
+import {
+  DropdownMenu,
+  DropdownMenuContent,
+  DropdownMenuItem,
+  DropdownMenuTrigger,
+} from '@/components/ui/dropdown-menu';
+import React, {
+  forwardRef,
+  useCallback,
+  useImperativeHandle,
+  useRef,
+  useState,
+} from 'react';
+
+export interface ChartClickMenuItem {
+  label: string;
+  icon?: React.ReactNode;
+  onClick: () => void;
+  disabled?: boolean;
+}
+
+interface ChartClickMenuProps {
+  children: React.ReactNode;
+  /**
+   * Function that receives the click event and clicked data, returns menu items
+   * This allows conditional menu items based on what was clicked
+   */
+  getMenuItems: (e: any, clickedData: any) => ChartClickMenuItem[];
+  /**
+   * Optional callback when menu closes
+   */
+  onClose?: () => void;
+}
+
+export interface ChartClickMenuHandle {
+  setPosition: (position: { x: number; y: number } | null) => void;
+  getContainerElement: () => HTMLDivElement | null;
+}
+
+/**
+ * Reusable component for handling chart clicks and showing a dropdown menu
+ * Wraps the chart and handles click position tracking and dropdown positioning
+ */
+export const ChartClickMenu = forwardRef<
+  ChartClickMenuHandle,
+  ChartClickMenuProps
+>(({ children, getMenuItems, onClose }, ref) => {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const [clickPosition, setClickPosition] = useState<{
+    x: number;
+    y: number;
+  } | null>(null);
+  const [clickedData, setClickedData] = useState<any>(null);
+
+  const [clickEvent, setClickEvent] = useState<any>(null);
+
+  const handleChartClick = useCallback((e: any) => {
+    if (e?.activePayload?.[0] && containerRef.current) {
+      const payload = e.activePayload[0].payload;
+
+      // Calculate click position relative to chart container
+      const containerRect = containerRef.current.getBoundingClientRect();
+
+      // Try to get viewport coordinates from the event
+      // Recharts passes nativeEvent with clientX/clientY (viewport coordinates)
+      let clientX = 0;
+      let clientY = 0;
+
+      if (
+        e.nativeEvent?.clientX !== undefined &&
+        e.nativeEvent?.clientY !== undefined
+      ) {
+        // Best case: use nativeEvent client coordinates (viewport coordinates)
+        clientX = e.nativeEvent.clientX;
+        clientY = e.nativeEvent.clientY;
+      } else if (e.clientX !== undefined && e.clientY !== undefined) {
+        // Fallback: use event's clientX/Y directly
+        clientX = e.clientX;
+        clientY = e.clientY;
+      } else if (e.activeCoordinate) {
+        // Last resort: activeCoordinate is SVG-relative, need to find SVG element
+        // and convert to viewport coordinates
+        const svgElement = containerRef.current.querySelector('svg');
+        if (svgElement) {
+          const svgRect = svgElement.getBoundingClientRect();
+          clientX = svgRect.left + (e.activeCoordinate.x ?? 0);
+          clientY = svgRect.top + (e.activeCoordinate.y ?? 0);
+        } else {
+          // If no SVG found, use container position + activeCoordinate
+          clientX = containerRect.left + (e.activeCoordinate.x ?? 0);
+          clientY = containerRect.top + (e.activeCoordinate.y ?? 0);
+        }
+      }
+
+      setClickedData(payload);
+      setClickEvent(e); // Store the full event
+      setClickPosition({
+        x: clientX - containerRect.left,
+        y: clientY - containerRect.top,
+      });
+    }
+  }, []);
+
+  const menuItems =
+    clickedData && clickEvent ? getMenuItems(clickEvent, clickedData) : [];
+
+  const handleItemClick = useCallback(
+    (item: ChartClickMenuItem) => {
+      item.onClick();
+      setClickPosition(null);
+      setClickedData(null);
+      setClickEvent(null);
+      if (onClose) {
+        onClose();
+      }
+    },
+    [onClose],
+  );
+
+  const handleOpenChange = useCallback(
+    (open: boolean) => {
+      if (!open) {
+        setClickPosition(null);
+        setClickedData(null);
+        setClickEvent(null);
+        if (onClose) {
+          onClose();
+        }
+      }
+    },
+    [onClose],
+  );
+
+  // Expose methods via ref (for advanced use cases)
+  useImperativeHandle(
+    ref,
+    () => ({
+      setPosition: (position: { x: number; y: number } | null) => {
+        setClickPosition(position);
+      },
+      getContainerElement: () => containerRef.current,
+    }),
+    [],
+  );
+
+  // Clone children and add onClick handler to chart components
+  const chartWithClickHandler = React.useMemo(() => {
+    const addClickHandler = (node: React.ReactNode): React.ReactNode => {
+      // Handle null, undefined, strings, numbers
+      if (!React.isValidElement(node)) {
+        return node;
+      }
+
+      // Check if this is a chart component
+      const componentName =
+        (node.type as any)?.displayName || (node.type as any)?.name;
+      const isChartComponent =
+        componentName === 'ComposedChart' ||
+        componentName === 'LineChart' ||
+        componentName === 'BarChart' ||
+        componentName === 'AreaChart' ||
+        componentName === 'PieChart' ||
+        componentName === 'ResponsiveContainer';
+
+      // Process children recursively - handle arrays, fragments, and single elements
+      const processChildren = (children: React.ReactNode): React.ReactNode => {
+        if (children == null) {
+          return children;
+        }
+
+        // Handle arrays
+        if (Array.isArray(children)) {
+          return children.map(addClickHandler);
+        }
+
+        // Handle React fragments
+        if (
+          React.isValidElement(children) &&
+          children.type === React.Fragment
+        ) {
+          const fragmentElement = children as React.ReactElement<{
+            children?: React.ReactNode;
+          }>;
+          return React.cloneElement(fragmentElement, {
+            children: processChildren(fragmentElement.props.children),
+          });
+        }
+
+        // Recursively process single child
+        return addClickHandler(children);
+      };
+
+      const element = node as React.ReactElement<{
+        children?: React.ReactNode;
+        onClick?: (e: any) => void;
+      }>;
+
+      if (isChartComponent) {
+        // For ResponsiveContainer, we need to add onClick to its child (ComposedChart, etc.)
+        if (componentName === 'ResponsiveContainer') {
+          return React.cloneElement(element, {
+            children: processChildren(element.props.children),
+          });
+        }
+        // For chart components, add onClick directly
+        return React.cloneElement(element, {
+          onClick: handleChartClick,
+          children: processChildren(element.props.children),
+        });
+      }
+
+      // Recursively process children for non-chart components
+      if (element.props.children != null) {
+        return React.cloneElement(element, {
+          children: processChildren(element.props.children),
+        });
+      }
+
+      return node;
+    };
+
+    // Handle multiple children (array) or single child
+    if (Array.isArray(children)) {
+      return children.map(addClickHandler);
+    }
+    return addClickHandler(children);
+  }, [children, handleChartClick]);
+
+  return (
+    <div ref={containerRef} className="relative h-full w-full">
+      <DropdownMenu
+        open={clickPosition !== null}
+        onOpenChange={handleOpenChange}
+      >
+        <DropdownMenuTrigger asChild>
+          <div
+            style={{
+              position: 'absolute',
+              left: clickPosition?.x ?? -9999,
+              top: clickPosition?.y ?? -9999,
+              pointerEvents: 'none',
+            }}
+          />
+        </DropdownMenuTrigger>
+        <DropdownMenuContent align="start" side="bottom" sideOffset={5}>
+          {menuItems.map((item) => (
+            <DropdownMenuItem
+              key={item.label}
+              onClick={() => handleItemClick(item)}
+              disabled={item.disabled}
+            >
+              {item.icon && <span className="mr-2">{item.icon}</span>}
+              {item.label}
+            </DropdownMenuItem>
+          ))}
+        </DropdownMenuContent>
+      </DropdownMenu>
+      {chartWithClickHandler}
+    </div>
+  );
+});
+
+ChartClickMenu.displayName = 'ChartClickMenu';

apps/start/src/components/report-chart/common/empty.tsx

@@ -17,10 +17,10 @@ export function ReportChartEmpty({
 }) {
   const {
     isEditMode,
-    report: { events },
+    report: { series },
   } = useReportChartContext();
 
-  if (events.length === 0) {
+  if (!series || series.length === 0) {
     return (
       <div className="card p-4 center-center h-full w-full flex-col relative">
         <div className="row gap-2 items-end absolute top-4 left-4">

apps/start/src/components/report-chart/common/report-table-toolbar.tsx

@@ -0,0 +1,52 @@
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import { List, Rows3, Search, X } from 'lucide-react';
+
+interface ReportTableToolbarProps {
+  grouped?: boolean;
+  onToggleGrouped?: () => void;
+  search: string;
+  onSearchChange?: (value: string) => void;
+  onUnselectAll?: () => void;
+}
+
+export function ReportTableToolbar({
+  grouped,
+  onToggleGrouped,
+  search,
+  onSearchChange,
+  onUnselectAll,
+}: ReportTableToolbarProps) {
+  return (
+    <div className="col md:row md:items-center gap-2 p-2 border-b md:justify-between">
+      {onSearchChange && (
+        <div className="relative flex-1 w-full md:max-w-sm">
+          <Search className="absolute left-2 top-1/2 -translate-y-1/2 size-4 text-muted-foreground" />
+          <Input
+            placeholder="Search..."
+            value={search}
+            onChange={(e) => onSearchChange(e.target.value)}
+            className="pl-8"
+          />
+        </div>
+      )}
+      <div className="flex items-center gap-2">
+        {onToggleGrouped && (
+          <Button
+            variant={'outline'}
+            size="sm"
+            onClick={onToggleGrouped}
+            icon={grouped ? Rows3 : List}
+          >
+            {grouped ? 'Grouped' : 'Flat'}
+          </Button>
+        )}
+        {onUnselectAll && (
+          <Button variant="outline" size="sm" onClick={onUnselectAll} icon={X}>
+            Unselect All
+          </Button>
+        )}
+      </div>
+    </div>
+  );
+}

apps/start/src/components/report-chart/common/report-table-utils.ts

@@ -0,0 +1,742 @@
+import { getPropertyLabel } from '@/translations/properties';
+import type { IChartData } from '@/trpc/client';
+
+export type TableRow = {
+  id: string;
+  serieId: string; // Serie ID for visibility/color lookup
+  serieName: string;
+  breakdownValues: string[];
+  count: number;
+  sum: number;
+  average: number;
+  min: number;
+  max: number;
+  dateValues: Record<string, number>; // date -> count
+  // Group metadata
+  groupKey?: string;
+  parentGroupKey?: string;
+  isSummaryRow?: boolean;
+};
+
+export type GroupedTableRow = TableRow & {
+  // For grouped mode, indicates which breakdown levels should show empty cells
+  breakdownDisplay: (string | null)[]; // null means show empty cell
+};
+
+/**
+ * Row type that supports TanStack Table's expanding feature
+ * Can represent both group header rows and data rows
+ */
+export type ExpandableTableRow = TableRow & {
+  subRows?: ExpandableTableRow[];
+  isGroupHeader?: boolean; // True if this is a group header row
+  groupValue?: string; // The value this group represents
+  groupLevel?: number; // The level in the hierarchy (0-based)
+  breakdownDisplay?: (string | null)[]; // For display purposes
+};
+
+/**
+ * Hierarchical group structure for better collapse/expand functionality
+ */
+export type GroupedItem<T> = {
+  group: string;
+  items: Array<GroupedItem<T> | T>;
+  level: number;
+  groupKey: string; // Unique key for this group (path-based)
+  parentGroupKey?: string; // Key of parent group
+};
+
+/**
+ * Transform flat array of items with hierarchical names into nested group structure
+ * This creates a tree structure that makes it easier to toggle specific groups
+ */
+export function groupByNames<T extends { names: string[] }>(
+  items: T[],
+): Array<GroupedItem<T>> {
+  const rootGroups = new Map<string, GroupedItem<T>>();
+
+  for (const item of items) {
+    const names = item.names;
+    if (names.length === 0) continue;
+
+    // Start with the first level (serie name, level -1)
+    const firstLevel = names[0]!;
+    const rootGroupKey = firstLevel;
+
+    if (!rootGroups.has(firstLevel)) {
+      rootGroups.set(firstLevel, {
+        group: firstLevel,
+        items: [],
+        level: -1, // Serie level
+        groupKey: rootGroupKey,
+      });
+    }
+
+    const rootGroup = rootGroups.get(firstLevel)!;
+
+    // Navigate/create nested groups for remaining levels (breakdowns, level 0+)
+    let currentGroup = rootGroup;
+    let parentGroupKey = rootGroupKey;
+
+    for (let i = 1; i < names.length; i++) {
+      const levelName = names[i]!;
+      const groupKey = `${parentGroupKey}:${levelName}`;
+      const level = i - 1; // Breakdown levels start at 0
+
+      // Find existing group at this level
+      const existingGroup = currentGroup.items.find(
+        (child): child is GroupedItem<T> =>
+          typeof child === 'object' &&
+          'group' in child &&
+          child.group === levelName &&
+          'level' in child &&
+          child.level === level,
+      );
+
+      if (existingGroup) {
+        currentGroup = existingGroup;
+        parentGroupKey = groupKey;
+      } else {
+        // Create new group at this level
+        const newGroup: GroupedItem<T> = {
+          group: levelName,
+          items: [],
+          level,
+          groupKey,
+          parentGroupKey,
+        };
+        currentGroup.items.push(newGroup);
+        currentGroup = newGroup;
+        parentGroupKey = groupKey;
+      }
+    }
+
+    // Add the actual item to the deepest group
+    currentGroup.items.push(item);
+  }
+
+  return Array.from(rootGroups.values());
+}
+
+/**
+ * Flatten a grouped structure back into a flat array of items
+ * Useful for getting all items in a group or its children
+ */
+export function flattenGroupedItems<T>(
+  groupedItems: Array<GroupedItem<T> | T>,
+): T[] {
+  const result: T[] = [];
+
+  for (const item of groupedItems) {
+    if (item && typeof item === 'object' && 'items' in item) {
+      // It's a group, recursively flatten its items
+      result.push(...flattenGroupedItems(item.items));
+    } else if (item) {
+      // It's an actual item
+      result.push(item);
+    }
+  }
+
+  return result;
+}
+
+/**
+ * Find a group by its groupKey in a nested structure
+ */
+export function findGroup<T>(
+  groups: Array<GroupedItem<T>>,
+  groupKey: string,
+): GroupedItem<T> | null {
+  for (const group of groups) {
+    if (group.groupKey === groupKey) {
+      return group;
+    }
+
+    // Search in nested groups
+    for (const item of group.items) {
+      if (item && typeof item === 'object' && 'items' in item) {
+        const found = findGroup([item], groupKey);
+        if (found) return found;
+      }
+    }
+  }
+
+  return null;
+}
+
+/**
+ * Convert hierarchical groups to TanStack Table's expandable row format
+ *
+ * Transforms nested GroupedItem structure into flat ExpandableTableRow array
+ * that TanStack Table can use with its native expanding feature.
+ *
+ * Key behaviors:
+ * - Serie level (level -1) and breakdown levels 0 to breakdownCount-2 create group headers
+ * - Last breakdown level (breakdownCount-1) does NOT create group headers (always individual rows)
+ * - Individual rows are explicitly marked as NOT group headers or summary rows
+ */
+export function groupsToExpandableRows(
+  groups: Array<GroupedItem<TableRow>>,
+  breakdownCount: number,
+): ExpandableTableRow[] {
+  const result: ExpandableTableRow[] = [];
+
+  function processGroup(
+    group: GroupedItem<TableRow>,
+    parentPath: string[] = [],
+  ): ExpandableTableRow[] {
+    const currentPath = [...parentPath, group.group];
+    const subRows: ExpandableTableRow[] = [];
+
+    // Separate nested groups from individual data items
+    const nestedGroups: GroupedItem<TableRow>[] = [];
+    const individualItems: TableRow[] = [];
+
+    for (const item of group.items) {
+      if (item && typeof item === 'object' && 'items' in item) {
+        nestedGroups.push(item);
+      } else if (item) {
+        individualItems.push(item);
+      }
+    }
+
+    // Process nested groups recursively (they become expandable group headers)
+    for (const nestedGroup of nestedGroups) {
+      subRows.push(...processGroup(nestedGroup, currentPath));
+    }
+
+    // Process individual data items (leaf nodes)
+    individualItems.forEach((item, index) => {
+      // Build breakdownDisplay: first row shows all values, subsequent rows show parent path + item values
+      const breakdownDisplay: (string | null)[] = [];
+      const breakdownValues = item.breakdownValues;
+
+      for (let i = 0; i < breakdownCount; i++) {
+        if (index === 0) {
+          // First row: show all breakdown values
+          breakdownDisplay.push(breakdownValues[i] ?? null);
+        } else {
+          // Subsequent rows: show parent path values, then item values
+          if (i < currentPath.length) {
+            breakdownDisplay.push(currentPath[i] ?? null);
+          } else if (i < breakdownValues.length) {
+            breakdownDisplay.push(breakdownValues[i] ?? null);
+          } else {
+            breakdownDisplay.push(null);
+          }
+        }
+      }
+
+      subRows.push({
+        ...item,
+        breakdownDisplay,
+        groupKey: group.groupKey,
+        parentGroupKey: group.parentGroupKey,
+        isGroupHeader: false,
+        isSummaryRow: false,
+      });
+    });
+
+    // If this group has subRows and is not the last breakdown level, create a group header row
+    // Don't create group headers for the last breakdown level (level === breakdownCount - 1)
+    // because the last breakdown should always be individual rows
+    // -1 is serie level (should be grouped)
+    // 0 to breakdownCount-2 are breakdown levels (should be grouped)
+    // breakdownCount-1 is the last breakdown level (should NOT be grouped, always individual)
+    const shouldCreateGroupHeader =
+      subRows.length > 0 &&
+      (group.level === -1 || group.level < breakdownCount - 1);
+
+    if (shouldCreateGroupHeader) {
+      // Create a summary row for the group
+      const groupItems = flattenGroupedItems(group.items);
+      const summaryRow = createSummaryRow(
+        groupItems,
+        group.groupKey,
+        breakdownCount,
+      );
+
+      return [
+        {
+          ...summaryRow,
+          isGroupHeader: true,
+          groupValue: group.group,
+          groupLevel: group.level,
+          subRows,
+        },
+      ];
+    }
+
+    return subRows;
+  }
+
+  for (const group of groups) {
+    result.push(...processGroup(group));
+  }
+
+  return result;
+}
+
+/**
+ * Convert hierarchical groups to flat table rows, respecting collapsed groups
+ * This creates GroupedTableRow entries with proper breakdownDisplay values
+ * @deprecated Use groupsToExpandableRows with TanStack Table's expanding feature instead
+ */
+export function groupsToTableRows<T extends TableRow>(
+  groups: Array<GroupedItem<T>>,
+  collapsedGroups: Set<string>,
+  breakdownCount: number,
+): GroupedTableRow[] {
+  const rows: GroupedTableRow[] = [];
+
+  function processGroup(
+    group: GroupedItem<T>,
+    parentPath: string[] = [],
+    parentGroupKey?: string,
+  ): void {
+    const isGroupCollapsed = collapsedGroups.has(group.groupKey);
+    const currentPath = [...parentPath, group.group];
+
+    if (isGroupCollapsed) {
+      // Group is collapsed - add summary row
+      const groupItems = flattenGroupedItems(group.items);
+      if (groupItems.length > 0) {
+        const summaryRow = createSummaryRow(
+          groupItems,
+          group.groupKey,
+          breakdownCount,
+        );
+        rows.push(summaryRow);
+      }
+      return;
+    }
+
+    // Group is expanded - process items
+    // Separate nested groups from actual items
+    const nestedGroups: GroupedItem<T>[] = [];
+    const actualItems: T[] = [];
+
+    for (const item of group.items) {
+      if (item && typeof item === 'object' && 'items' in item) {
+        nestedGroups.push(item);
+      } else if (item) {
+        actualItems.push(item);
+      }
+    }
+
+    // Process actual items first
+    actualItems.forEach((item, index) => {
+      const breakdownDisplay: (string | null)[] = [];
+      const breakdownValues = item.breakdownValues;
+
+      // For the first item in the group, show all breakdown values
+      // For subsequent items, show values based on hierarchy
+      if (index === 0) {
+        // First row shows all breakdown values
+        for (let i = 0; i < breakdownCount; i++) {
+          breakdownDisplay.push(breakdownValues[i] ?? null);
+        }
+      } else {
+        // Subsequent rows: show values from parent path, then item values
+        for (let i = 0; i < breakdownCount; i++) {
+          if (i < currentPath.length) {
+            // Show value from parent group path
+            breakdownDisplay.push(currentPath[i] ?? null);
+          } else if (i < breakdownValues.length) {
+            // Show current breakdown value from the item
+            breakdownDisplay.push(breakdownValues[i] ?? null);
+          } else {
+            breakdownDisplay.push(null);
+          }
+        }
+      }
+
+      rows.push({
+        ...item,
+        breakdownDisplay,
+        groupKey: group.groupKey,
+        parentGroupKey: group.parentGroupKey,
+      });
+    });
+
+    // Process nested groups
+    for (const nestedGroup of nestedGroups) {
+      processGroup(nestedGroup, currentPath, group.groupKey);
+    }
+  }
+
+  for (const group of groups) {
+    processGroup(group);
+  }
+
+  return rows;
+}
+
+/**
+ * Extract unique dates from all series
+ */
+function getUniqueDates(series: IChartData['series']): string[] {
+  const dateSet = new Set<string>();
+  series.forEach((serie) => {
+    serie.data.forEach((d) => {
+      dateSet.add(d.date);
+    });
+  });
+  return Array.from(dateSet).sort();
+}
+
+/**
+ * Get breakdown property names from series
+ * Breakdown values are in names.slice(1), so we need to infer the property names
+ * from the breakdowns array or from the series structure
+ */
+function getBreakdownPropertyNames(
+  series: IChartData['series'],
+  breakdowns: Array<{ name: string }>,
+): string[] {
+  // If we have breakdowns from state, use those
+  if (breakdowns.length > 0) {
+    return breakdowns.map((b) => getPropertyLabel(b.name));
+  }
+
+  // Otherwise, infer from series names
+  // All series should have the same number of breakdown values
+  if (series.length === 0) return [];
+  const firstSerie = series[0];
+  const breakdownCount = firstSerie.names.length - 1;
+  return Array.from({ length: breakdownCount }, (_, i) => `Breakdown ${i + 1}`);
+}
+
+/**
+ * Transform series into flat table rows
+ */
+export function createFlatRows(
+  series: IChartData['series'],
+  dates: string[],
+): TableRow[] {
+  return series.map((serie) => {
+    const dateValues: Record<string, number> = {};
+    dates.forEach((date) => {
+      const dataPoint = serie.data.find((d) => d.date === date);
+      dateValues[date] = dataPoint?.count ?? 0;
+    });
+
+    return {
+      id: serie.id,
+      serieId: serie.id,
+      serieName: serie.names[0] ?? '',
+      breakdownValues: serie.names.slice(1),
+      count: serie.metrics.count ?? 0,
+      sum: serie.metrics.sum,
+      average: serie.metrics.average,
+      min: serie.metrics.min,
+      max: serie.metrics.max,
+      dateValues,
+    };
+  });
+}
+
+/**
+ * Transform series into hierarchical groups
+ * Uses the new groupByNames function for better structure
+ * Groups by serie name first, then by breakdown values
+ */
+export function createGroupedRowsHierarchical(
+  series: IChartData['series'],
+  dates: string[],
+): Array<GroupedItem<TableRow>> {
+  const flatRows = createFlatRows(series, dates);
+
+  // Sort by sum descending before grouping
+  flatRows.sort((a, b) => b.sum - a.sum);
+
+  const breakdownCount = flatRows[0]?.breakdownValues.length ?? 0;
+
+  if (breakdownCount === 0) {
+    // No breakdowns - return empty array (will be handled as flat rows)
+    return [];
+  }
+
+  // Create hierarchical groups using groupByNames
+  // Note: groupByNames expects items with a `names` array, so we create a temporary array
+  // This is a minor inefficiency but keeps groupByNames generic and reusable
+  const itemsWithNames = flatRows.map((row) => ({
+    ...row,
+    names: [row.serieName, ...row.breakdownValues],
+  }));
+
+  return groupByNames(itemsWithNames);
+}
+
+/**
+ * Transform series into grouped table rows (legacy flat format)
+ * Groups rows hierarchically by breakdown values
+ * @deprecated Use createGroupedRowsHierarchical + groupsToTableRows instead
+ */
+export function createGroupedRows(
+  series: IChartData['series'],
+  dates: string[],
+): GroupedTableRow[] {
+  const flatRows = createFlatRows(series, dates);
+
+  // Sort by sum descending
+  flatRows.sort((a, b) => b.sum - a.sum);
+
+  // Group rows by breakdown values hierarchically
+  const grouped: GroupedTableRow[] = [];
+  const breakdownCount = flatRows[0]?.breakdownValues.length ?? 0;
+
+  if (breakdownCount === 0) {
+    // No breakdowns, just return flat rows
+    return flatRows.map((row) => ({
+      ...row,
+      breakdownDisplay: [],
+    }));
+  }
+
+  // Group rows hierarchically by breakdown values
+  // We need to group by parent breakdowns first, then by child breakdowns
+  // This creates the nested structure shown in the user's example
+
+  // First, group by first breakdown value
+  const groupsByFirstBreakdown = new Map<string, TableRow[]>();
+  flatRows.forEach((row) => {
+    const firstBreakdown = row.breakdownValues[0] ?? '';
+    if (!groupsByFirstBreakdown.has(firstBreakdown)) {
+      groupsByFirstBreakdown.set(firstBreakdown, []);
+    }
+    groupsByFirstBreakdown.get(firstBreakdown)!.push(row);
+  });
+
+  // Sort groups by sum of highest row in group
+  const sortedGroups = Array.from(groupsByFirstBreakdown.entries()).sort(
+    (a, b) => {
+      const aMax = Math.max(...a[1].map((r) => r.sum));
+      const bMax = Math.max(...b[1].map((r) => r.sum));
+      return bMax - aMax;
+    },
+  );
+
+  // Process each group hierarchically
+  sortedGroups.forEach(([firstBreakdownValue, groupRows]) => {
+    // Within each first-breakdown group, sort by sum
+    groupRows.sort((a, b) => b.sum - a.sum);
+
+    // Generate group key for this first-breakdown group
+    const groupKey = firstBreakdownValue;
+
+    // For each row in the group
+    groupRows.forEach((row, index) => {
+      const breakdownDisplay: (string | null)[] = [];
+      const firstRow = groupRows[0]!;
+
+      if (index === 0) {
+        // First row shows all breakdown values
+        breakdownDisplay.push(...row.breakdownValues);
+      } else {
+        // Subsequent rows: show all values, but mark duplicates for muted styling
+        for (let i = 0; i < row.breakdownValues.length; i++) {
+          // Always show the value, even if it matches the first row
+          breakdownDisplay.push(row.breakdownValues[i] ?? null);
+        }
+      }
+
+      grouped.push({
+        ...row,
+        breakdownDisplay,
+        groupKey,
+      });
+    });
+  });
+
+  return grouped;
+}
+
+/**
+ * Create a summary row for a collapsed group
+ */
+export function createSummaryRow(
+  groupRows: TableRow[],
+  groupKey: string,
+  breakdownCount: number,
+): GroupedTableRow {
+  const firstRow = groupRows[0]!;
+
+  // Aggregate metrics from all rows in the group
+  const totalSum = groupRows.reduce((sum, row) => sum + row.sum, 0);
+  const totalCount = groupRows.reduce((sum, row) => sum + row.count, 0);
+  const totalAverage =
+    groupRows.reduce((sum, row) => sum + row.average, 0) / groupRows.length;
+  const totalMin = Math.min(...groupRows.map((row) => row.min));
+  const totalMax = Math.max(...groupRows.map((row) => row.max));
+
+  // Aggregate date values across all rows
+  const dateValues: Record<string, number> = {};
+  groupRows.forEach((row) => {
+    Object.keys(row.dateValues).forEach((date) => {
+      dateValues[date] = (dateValues[date] ?? 0) + row.dateValues[date];
+    });
+  });
+
+  // Build breakdownDisplay: show first breakdown value, rest are null
+  const breakdownDisplay: (string | null)[] = [
+    firstRow.breakdownValues[0] ?? null,
+    ...Array(breakdownCount - 1).fill(null),
+  ];
+
+  return {
+    id: `summary-${groupKey}`,
+    serieId: firstRow.serieId,
+    serieName: firstRow.serieName,
+    breakdownValues: firstRow.breakdownValues,
+    count: totalCount,
+    sum: totalSum,
+    average: totalAverage,
+    min: totalMin,
+    max: totalMax,
+    dateValues,
+    groupKey,
+    isSummaryRow: true,
+    breakdownDisplay,
+  };
+}
+
+/**
+ * Reorder breakdowns by number of unique values (fewest first)
+ */
+function reorderBreakdownsByUniqueCount(
+  series: IChartData['series'],
+  breakdownPropertyNames: string[],
+): {
+  reorderedNames: string[];
+  reorderMap: number[]; // Maps new index -> old index
+  reverseMap: number[]; // Maps old index -> new index
+} {
+  if (breakdownPropertyNames.length === 0 || series.length === 0) {
+    return {
+      reorderedNames: breakdownPropertyNames,
+      reorderMap: [],
+      reverseMap: [],
+    };
+  }
+
+  // Count unique values for each breakdown index
+  const uniqueCounts = breakdownPropertyNames.map((_, index) => {
+    const uniqueValues = new Set<string>();
+    series.forEach((serie) => {
+      const value = serie.names[index + 1]; // +1 because names[0] is serie name
+      if (value) {
+        uniqueValues.add(value);
+      }
+    });
+    return { index, count: uniqueValues.size };
+  });
+
+  // Sort by count (ascending - fewest first)
+  uniqueCounts.sort((a, b) => a.count - b.count);
+
+  // Create reordered names and mapping
+  const reorderedNames = uniqueCounts.map(
+    (item) => breakdownPropertyNames[item.index]!,
+  );
+  const reorderMap = uniqueCounts.map((item) => item.index); // new index -> old index
+  const reverseMap = new Array(breakdownPropertyNames.length);
+  reorderMap.forEach((oldIndex, newIndex) => {
+    reverseMap[oldIndex] = newIndex;
+  });
+
+  return { reorderedNames, reorderMap, reverseMap };
+}
+
+/**
+ * Transform chart data into table-ready format
+ */
+export function transformToTableData(
+  data: IChartData,
+  breakdowns: Array<{ name: string }>,
+  grouped: boolean,
+): {
+  rows: TableRow[] | GroupedTableRow[];
+  dates: string[];
+  breakdownPropertyNames: string[];
+} {
+  const dates = getUniqueDates(data.series);
+  const originalBreakdownPropertyNames = getBreakdownPropertyNames(
+    data.series,
+    breakdowns,
+  );
+
+  // Reorder breakdowns by unique count (fewest first)
+  const { reorderedNames: breakdownPropertyNames, reorderMap } =
+    reorderBreakdownsByUniqueCount(data.series, originalBreakdownPropertyNames);
+
+  // Reorder breakdown values in series before creating rows
+  const reorderedSeries = data.series.map((serie) => {
+    const reorderedNames = [
+      serie.names[0], // Keep serie name first
+      ...reorderMap.map((oldIndex) => serie.names[oldIndex + 1] ?? ''), // Reorder breakdown values
+    ];
+    return {
+      ...serie,
+      names: reorderedNames,
+    };
+  });
+
+  const rows = grouped
+    ? createGroupedRows(reorderedSeries, dates)
+    : createFlatRows(reorderedSeries, dates);
+
+  // Sort flat rows by sum descending
+  if (!grouped) {
+    (rows as TableRow[]).sort((a, b) => b.sum - a.sum);
+  }
+
+  return {
+    rows,
+    dates,
+    breakdownPropertyNames,
+  };
+}
+
+/**
+ * Transform chart data into hierarchical groups
+ * Returns hierarchical structure for better group management
+ */
+export function transformToHierarchicalGroups(
+  data: IChartData,
+  breakdowns: Array<{ name: string }>,
+): {
+  groups: Array<GroupedItem<TableRow>>;
+  dates: string[];
+  breakdownPropertyNames: string[];
+} {
+  const dates = getUniqueDates(data.series);
+  const originalBreakdownPropertyNames = getBreakdownPropertyNames(
+    data.series,
+    breakdowns,
+  );
+
+  // Reorder breakdowns by unique count (fewest first)
+  const { reorderedNames: breakdownPropertyNames, reorderMap } =
+    reorderBreakdownsByUniqueCount(data.series, originalBreakdownPropertyNames);
+
+  // Reorder breakdown values in series before creating rows
+  const reorderedSeries = data.series.map((serie) => {
+    const reorderedNames = [
+      serie.names[0], // Keep serie name first
+      ...reorderMap.map((oldIndex) => serie.names[oldIndex + 1] ?? ''), // Reorder breakdown values
+    ];
+    return {
+      ...serie,
+      names: reorderedNames,
+    };
+  });
+
+  const groups = createGroupedRowsHierarchical(reorderedSeries, dates);
+
+  return {
+    groups,
+    dates,
+    breakdownPropertyNames,
+  };
+}

apps/start/src/components/report-chart/conversion/chart.tsx

@@ -2,9 +2,10 @@ import { pushModal } from '@/modals';
 import type { RouterOutputs } from '@/trpc/client';
 import { cn } from '@/utils/cn';
 import { getChartColor } from '@/utils/theme';
-import { useCallback } from 'react';
+import React, { useCallback } from 'react';
 import {
   CartesianGrid,
+  Legend,
   Line,
   LineChart,
   ReferenceLine,
@@ -13,16 +14,25 @@ import {
   YAxis,
 } from 'recharts';
 
-import { createChartTooltip } from '@/components/charts/chart-tooltip';
+import {
+  ChartTooltipHeader,
+  ChartTooltipItem,
+  createChartTooltip,
+} from '@/components/charts/chart-tooltip';
+import { useConversionRechartDataModel } from '@/hooks/use-conversion-rechart-data-model';
 import { useFormatDateInterval } from '@/hooks/use-format-date-interval';
 import { useNumber } from '@/hooks/use-numer-formatter';
+import { useVisibleConversionSeries } from '@/hooks/use-visible-conversion-series';
 import { useTRPC } from '@/integrations/trpc/react';
 import { average, getPreviousMetric, round } from '@openpanel/common';
 import type { IInterval } from '@openpanel/validation';
 import { useQuery } from '@tanstack/react-query';
 import { useXAxisProps, useYAxisProps } from '../common/axis';
-import { PreviousDiffIndicatorPure } from '../common/previous-diff-indicator';
+import { PreviousDiffIndicator } from '../common/previous-diff-indicator';
+import { SerieIcon } from '../common/serie-icon';
+import { SerieName } from '../common/serie-name';
 import { useReportChartContext } from '../context';
+import { ConversionTable } from './conversion-table';
 
 interface Props {
   data: RouterOutputs['chart']['conversion'];
@@ -30,20 +40,12 @@ interface Props {
 
 export function Chart({ data }: Props) {
   const {
-    report: {
+    report: { interval, projectId, startDate, endDate, range, lineType },
-      previous,
-      interval,
-      projectId,
-      startDate,
-      endDate,
-      range,
-      lineType,
-      events,
-    },
     isEditMode,
     options: { hideXAxis, hideYAxis, maxDomain },
   } = useReportChartContext();
-  const dataLength = data.current.length || 0;
+  const { series, setVisibleSeries } = useVisibleConversionSeries(data, 5);
+  const rechartData = useConversionRechartDataModel(series);
   const trpc = useTRPC();
   const references = useQuery(
     trpc.reference.getChartReferences.queryOptions(
@@ -65,18 +67,11 @@ export function Chart({ data }: Props) {
   });
 
   const averageConversionRate = average(
-    data.current.map((serie) => {
+    series.map((serie) => {
       return average(serie.data.map((item) => item.rate));
     }, 0),
   );
 
-  const rechartData = data.current[0].data.map((item) => {
-    return {
-      ...item,
-      timestamp: new Date(item.date).getTime(),
-    };
-  });
-
   const handleChartClick = useCallback((e: any) => {
     if (e?.activePayload?.[0]) {
       const clickedData = e.activePayload[0].payload;
@@ -88,8 +83,36 @@ export function Chart({ data }: Props) {
     }
   }, []);
 
+  const CustomLegend = useCallback(() => {
+    return (
+      <div className="flex flex-wrap justify-center gap-x-4 gap-y-1 text-xs mt-4 -mb-2">
+        {series.map((serie) => (
+          <div
+            className="flex items-center gap-1"
+            key={serie.id}
+            style={{
+              color: getChartColor(serie.index),
+            }}
+          >
+            <SerieIcon name={serie.breakdowns} />
+            <SerieName
+              name={
+                serie.breakdowns.length > 0 ? serie.breakdowns : ['Conversion']
+              }
+              className="font-semibold"
+            />
+          </div>
+        ))}
+      </div>
+    );
+  }, [series]);
+
   return (
-    <TooltipProvider conversion={data} interval={interval}>
+    <TooltipProvider
+      conversion={data}
+      interval={interval}
+      visibleSeries={series}
+    >
       <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
         <ResponsiveContainer>
           <LineChart data={rechartData} onClick={handleChartClick}>
@@ -116,35 +139,48 @@ export function Chart({ data }: Props) {
             ))}
             <YAxis {...yAxisProps} domain={[0, 100]} />
             <XAxis {...xAxisProps} allowDuplicatedCategory={false} />
+            {series.length > 1 && <Legend content={<CustomLegend />} />}
             <Tooltip />
-            <Line
+            {series.map((serie) => {
-              dot={false}
+              const color = getChartColor(serie.index);
-              dataKey="previousRate"
+              return (
-              stroke={getChartColor(0)}
+                <Line
-              type={lineType}
+                  key={`${serie.id}:previousRate`}
-              isAnimationActive={false}
+                  dot={false}
-              strokeWidth={1}
+                  dataKey={`${serie.id}:previousRate`}
-              strokeOpacity={0.5}
+                  stroke={color}
-            />
+                  type={lineType}
-            <Line
+                  isAnimationActive={false}
-              dataKey="rate"
+                  strokeWidth={1}
-              stroke={getChartColor(0)}
+                  strokeOpacity={0.3}
-              type={lineType}
+                />
-              isAnimationActive={false}
+              );
-              strokeWidth={2}
+            })}
-            />
+            {series.map((serie) => {
+              const color = getChartColor(serie.index);
+              return (
+                <Line
+                  key={`${serie.id}:rate`}
+                  dataKey={`${serie.id}:rate`}
+                  stroke={color}
+                  type={lineType}
+                  isAnimationActive={false}
+                  strokeWidth={2}
+                />
+              );
+            })}
             {typeof averageConversionRate === 'number' &&
               averageConversionRate && (
                 <ReferenceLine
                   y={averageConversionRate}
-                  stroke={getChartColor(1)}
+                  stroke={getChartColor(series.length)}
                   strokeWidth={2}
                   strokeDasharray="3 3"
                   strokeOpacity={0.5}
                   strokeLinecap="round"
                   label={{
                     value: `Average (${round(averageConversionRate, 2)} %)`,
-                    fill: getChartColor(1),
+                    fill: getChartColor(series.length),
                     position: 'insideBottomRight',
                     fontSize: 12,
                   }}
@@ -153,72 +189,92 @@ export function Chart({ data }: Props) {
           </LineChart>
         </ResponsiveContainer>
       </div>
+      <ConversionTable
+        data={data}
+        visibleSeries={series}
+        setVisibleSeries={setVisibleSeries}
+      />
     </TooltipProvider>
   );
 }
 
 const { Tooltip, TooltipProvider } = createChartTooltip<
-  NonNullable<
+  Record<string, any>,
-    RouterOutputs['chart']['conversion']['current'][number]
-  >['data'][number],
   {
     conversion: RouterOutputs['chart']['conversion'];
     interval: IInterval;
+    visibleSeries: RouterOutputs['chart']['conversion']['current'];
   }
 >(({ data, context }) => {
-  if (!data[0]) {
+  if (!data || !data[0]) {
     return null;
   }
 
-  const { date } = data[0];
+  const payload = data[0];
+  const { date } = payload;
   const formatDate = useFormatDateInterval({
     interval: context.interval,
     short: false,
   });
   const number = useNumber();
+
   return (
     <>
-      <div className="flex justify-between gap-8 text-muted-foreground">
+      {context.visibleSeries.map((serie, index) => {
-        <div>{formatDate(date)}</div>
+        const rate = payload[`${serie.id}:rate`];
-      </div>
+        const total = payload[`${serie.id}:total`];
-      {context.conversion.current.map((serie, index) => {
+        const previousRate = payload[`${serie.id}:previousRate`];
-        const item = data[index];
+
-        if (!item) {
+        if (rate === undefined) {
           return null;
         }
-        const prevItem = context.conversion?.previous?.[0]?.data[item.index];
 
-        const title =
+        const prevSerie = context.conversion?.previous?.find(
-          serie.breakdowns.length > 0
+          (p) => p.id === serie.id,
-            ? (serie.breakdowns.join(',') ?? 'Not set')
+        );
-            : 'Conversion';
+        const prevItem = prevSerie?.data.find((d) => d.date === date);
+        const previousMetric = getPreviousMetric(rate, previousRate);
+
         return (
-          <div className="row gap-2" key={serie.id}>
+          <React.Fragment key={serie.id}>
-            <div
+            {index === 0 && (
-              className="w-[3px] rounded-full"
+              <ChartTooltipHeader>
-              style={{ background: getChartColor(index) }}
+                <div>{formatDate(date)}</div>
-            />
+              </ChartTooltipHeader>
-            <div className="col flex-1 gap-1">
+            )}
-              <div className="flex items-center gap-1">{title}</div>
+            <ChartTooltipItem color={getChartColor(index)}>
+              <div className="flex items-center gap-1">
+                <SerieIcon
+                  name={
+                    serie.breakdowns.length > 0
+                      ? serie.breakdowns
+                      : ['Conversion']
+                  }
+                />
+                <SerieName
+                  name={
+                    serie.breakdowns.length > 0
+                      ? serie.breakdowns
+                      : ['Conversion']
+                  }
+                />
+              </div>
               <div className="flex justify-between gap-8 font-mono font-medium">
-                <div className="col gap-1">
+                <div className="row gap-1">
-                  <span>{number.formatWithUnit(item.rate / 100, '%')}</span>
+                  <span>{number.formatWithUnit(rate / 100, '%')}</span>
-                  <span>{item.total}</span>
+                  <span className="text-muted-foreground">({total})</span>
-                </div>
+                  {prevItem && previousRate !== undefined && (
-
-                {!!prevItem && (
-                  <div className="col gap-1">
-                    <PreviousDiffIndicatorPure
-                      {...getPreviousMetric(item.rate, prevItem?.rate)}
-                    />
                     <span className="text-muted-foreground">
-                      ({prevItem?.total})
+                      ({number.formatWithUnit(previousRate / 100, '%')})
                     </span>
-                  </div>
+                  )}
+                </div>
+                {previousRate !== undefined && (
+                  <PreviousDiffIndicator {...previousMetric} />
                 )}
               </div>
-            </div>
+            </ChartTooltipItem>
-          </div>
+          </React.Fragment>
         );
       })}
     </>

apps/start/src/components/report-chart/conversion/conversion-table.tsx

@@ -0,0 +1,515 @@
+import { Checkbox } from '@/components/ui/checkbox';
+import { useFormatDateInterval } from '@/hooks/use-format-date-interval';
+import { useNumber } from '@/hooks/use-numer-formatter';
+import { useSelector } from '@/redux';
+import type { RouterOutputs } from '@/trpc/client';
+import { cn } from '@/utils/cn';
+import { getChartColor } from '@/utils/theme';
+import { getPreviousMetric } from '@openpanel/common';
+import type { SortingState } from '@tanstack/react-table';
+import { useMemo, useState } from 'react';
+import { PreviousDiffIndicatorPure } from '../common/previous-diff-indicator';
+import { ReportTableToolbar } from '../common/report-table-toolbar';
+import { SerieIcon } from '../common/serie-icon';
+import { SerieName } from '../common/serie-name';
+
+interface ConversionTableProps {
+  data: RouterOutputs['chart']['conversion'];
+  visibleSeries: RouterOutputs['chart']['conversion']['current'];
+  setVisibleSeries: React.Dispatch<React.SetStateAction<string[]>>;
+}
+
+export function ConversionTable({
+  data,
+  visibleSeries,
+  setVisibleSeries,
+}: ConversionTableProps) {
+  const [sorting, setSorting] = useState<SortingState>([]);
+  const [globalFilter, setGlobalFilter] = useState('');
+  const number = useNumber();
+  const interval = useSelector((state) => state.report.interval);
+  const formatDate = useFormatDateInterval({
+    interval,
+    short: true,
+  });
+
+  // Get all unique dates from the first series
+  const dates = useMemo(
+    () => data.current[0]?.data.map((item) => item.date) ?? [],
+    [data.current],
+  );
+
+  // Get all series (including non-visible ones for toggle functionality)
+  const allSeries = data.current;
+
+  // Transform data to table rows with memoization
+  const rows = useMemo(() => {
+    return allSeries.map((serie) => {
+      const dateValues: Record<string, number> = {};
+      dates.forEach((date) => {
+        const item = serie.data.find((d) => d.date === date);
+        dateValues[date] = item?.rate ?? 0;
+      });
+
+      const total = serie.data.reduce((sum, item) => sum + item.total, 0);
+      const conversions = serie.data.reduce(
+        (sum, item) => sum + item.conversions,
+        0,
+      );
+      const avgRate =
+        serie.data.length > 0
+          ? serie.data.reduce((sum, item) => sum + item.rate, 0) /
+            serie.data.length
+          : 0;
+
+      const prevSerie = data.previous?.find((p) => p.id === serie.id);
+      const prevAvgRate =
+        prevSerie && prevSerie.data.length > 0
+          ? prevSerie.data.reduce((sum, item) => sum + item.rate, 0) /
+            prevSerie.data.length
+          : undefined;
+
+      return {
+        id: serie.id,
+        serieId: serie.id,
+        serieName:
+          serie.breakdowns.length > 0 ? serie.breakdowns : ['Conversion'],
+        breakdownValues: serie.breakdowns,
+        avgRate,
+        prevAvgRate,
+        total,
+        conversions,
+        dateValues,
+      };
+    });
+  }, [allSeries, dates, data.previous]);
+
+  // Calculate ranges for color visualization (memoized)
+  const { metricRanges, dateRanges } = useMemo(() => {
+    const metricRanges: Record<string, { min: number; max: number }> = {
+      avgRate: {
+        min: Number.POSITIVE_INFINITY,
+        max: Number.NEGATIVE_INFINITY,
+      },
+      total: {
+        min: Number.POSITIVE_INFINITY,
+        max: Number.NEGATIVE_INFINITY,
+      },
+      conversions: {
+        min: Number.POSITIVE_INFINITY,
+        max: Number.NEGATIVE_INFINITY,
+      },
+    };
+
+    const dateRanges: Record<string, { min: number; max: number }> = {};
+    dates.forEach((date) => {
+      dateRanges[date] = {
+        min: Number.POSITIVE_INFINITY,
+        max: Number.NEGATIVE_INFINITY,
+      };
+    });
+
+    rows.forEach((row) => {
+      // Metric ranges
+      metricRanges.avgRate.min = Math.min(
+        metricRanges.avgRate.min,
+        row.avgRate,
+      );
+      metricRanges.avgRate.max = Math.max(
+        metricRanges.avgRate.max,
+        row.avgRate,
+      );
+      metricRanges.total.min = Math.min(metricRanges.total.min, row.total);
+      metricRanges.total.max = Math.max(metricRanges.total.max, row.total);
+      metricRanges.conversions.min = Math.min(
+        metricRanges.conversions.min,
+        row.conversions,
+      );
+      metricRanges.conversions.max = Math.max(
+        metricRanges.conversions.max,
+        row.conversions,
+      );
+
+      // Date ranges
+      dates.forEach((date) => {
+        const value = row.dateValues[date] ?? 0;
+        dateRanges[date]!.min = Math.min(dateRanges[date]!.min, value);
+        dateRanges[date]!.max = Math.max(dateRanges[date]!.max, value);
+      });
+    });
+
+    return { metricRanges, dateRanges };
+  }, [rows, dates]);
+
+  // Helper to get background color style
+  const getCellBackgroundStyle = (
+    value: number,
+    min: number,
+    max: number,
+    colorClass: 'purple' | 'emerald' = 'emerald',
+  ): React.CSSProperties => {
+    if (value === 0 || max === min) {
+      return {};
+    }
+
+    const percentage = (value - min) / (max - min);
+    const opacity = Math.max(0.05, Math.min(1, percentage));
+
+    const backgroundColor =
+      colorClass === 'purple'
+        ? `rgba(168, 85, 247, ${opacity})`
+        : `rgba(16, 185, 129, ${opacity})`;
+
+    return { backgroundColor };
+  };
+
+  const visibleSeriesIds = useMemo(
+    () => visibleSeries.map((s) => s.id),
+    [visibleSeries],
+  );
+
+  const getSerieIndex = (serieId: string): number => {
+    return allSeries.findIndex((s) => s.id === serieId);
+  };
+
+  const toggleSerieVisibility = (serieId: string) => {
+    setVisibleSeries((prev) => {
+      if (prev.includes(serieId)) {
+        return prev.filter((id) => id !== serieId);
+      }
+      return [...prev, serieId];
+    });
+  };
+
+  // Filter and sort rows
+  const filteredAndSortedRows = useMemo(() => {
+    let result = rows;
+
+    // Apply search filter
+    if (globalFilter.trim()) {
+      const searchLower = globalFilter.toLowerCase();
+      result = rows.filter((row) => {
+        // Search in serie name
+        if (
+          row.serieName.some((name) =>
+            name?.toLowerCase().includes(searchLower),
+          )
+        ) {
+          return true;
+        }
+
+        // Search in breakdown values
+        if (
+          row.breakdownValues.some((val) =>
+            val?.toLowerCase().includes(searchLower),
+          )
+        ) {
+          return true;
+        }
+
+        // Search in metric values
+        if (
+          String(row.avgRate).toLowerCase().includes(searchLower) ||
+          String(row.total).toLowerCase().includes(searchLower) ||
+          String(row.conversions).toLowerCase().includes(searchLower)
+        ) {
+          return true;
+        }
+
+        // Search in date values
+        if (
+          Object.values(row.dateValues).some((val) =>
+            String(val).toLowerCase().includes(searchLower),
+          )
+        ) {
+          return true;
+        }
+
+        return false;
+      });
+    }
+
+    // Apply sorting
+    if (sorting.length > 0) {
+      result = [...result].sort((a, b) => {
+        for (const sort of sorting) {
+          const { id, desc } = sort;
+          let aValue: any;
+          let bValue: any;
+
+          if (id === 'serie-name') {
+            aValue = a.serieName.join(' > ') ?? '';
+            bValue = b.serieName.join(' > ') ?? '';
+          } else if (id === 'metric-avgRate') {
+            aValue = a.avgRate ?? 0;
+            bValue = b.avgRate ?? 0;
+          } else if (id === 'metric-total') {
+            aValue = a.total ?? 0;
+            bValue = b.total ?? 0;
+          } else if (id === 'metric-conversions') {
+            aValue = a.conversions ?? 0;
+            bValue = b.conversions ?? 0;
+          } else if (id.startsWith('date-')) {
+            const date = id.replace('date-', '');
+            aValue = a.dateValues[date] ?? 0;
+            bValue = b.dateValues[date] ?? 0;
+          } else {
+            continue;
+          }
+
+          // Handle null/undefined values
+          if (aValue == null && bValue == null) continue;
+          if (aValue == null) return 1;
+          if (bValue == null) return -1;
+
+          // Compare values
+          if (typeof aValue === 'string' && typeof bValue === 'string') {
+            const comparison = aValue.localeCompare(bValue);
+            if (comparison !== 0) return desc ? -comparison : comparison;
+          } else {
+            if (aValue < bValue) return desc ? 1 : -1;
+            if (aValue > bValue) return desc ? -1 : 1;
+          }
+        }
+        return 0;
+      });
+    }
+
+    return result;
+  }, [rows, globalFilter, sorting]);
+
+  const handleSort = (columnId: string) => {
+    setSorting((prev) => {
+      const existingSort = prev.find((s) => s.id === columnId);
+      if (existingSort) {
+        if (existingSort.desc) {
+          // Toggle to ascending if already descending
+          return [{ id: columnId, desc: false }];
+        }
+        // Remove sort if already ascending
+        return [];
+      }
+      // Start with descending (highest first)
+      return [{ id: columnId, desc: true }];
+    });
+  };
+
+  const getSortIcon = (columnId: string) => {
+    const sort = sorting.find((s) => s.id === columnId);
+    if (!sort) return '⇅';
+    return sort.desc ? '↓' : '↑';
+  };
+
+  if (allSeries.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="flex flex-col border rounded-lg overflow-hidden bg-card mt-8">
+      <ReportTableToolbar
+        search={globalFilter}
+        onSearchChange={setGlobalFilter}
+        onUnselectAll={() => setVisibleSeries([])}
+      />
+      <div
+        className="overflow-x-auto overflow-y-auto"
+        style={{
+          width: '100%',
+          maxHeight: '600px',
+        }}
+      >
+        <table className="w-full" style={{ minWidth: 'fit-content' }}>
+          <thead className="bg-muted/30 border-b sticky top-0 z-10">
+            <tr>
+              <th
+                className="text-left h-10 px-4 text-[10px] uppercase font-semibold sticky left-0 bg-card z-20 min-w-[200px] border-r border-border whitespace-nowrap"
+                style={{
+                  boxShadow: '2px 0 4px -2px var(--border)',
+                }}
+              >
+                <div className="flex items-center">Serie</div>
+              </th>
+              <th
+                className="text-right h-10 px-4 text-[10px] uppercase font-semibold min-w-[100px] cursor-pointer hover:bg-muted/50 select-none border-r border-border whitespace-nowrap"
+                onClick={() => handleSort('metric-avgRate')}
+                onKeyDown={(e) => {
+                  if (e.key === 'Enter' || e.key === ' ') {
+                    e.preventDefault();
+                    handleSort('metric-avgRate');
+                  }
+                }}
+              >
+                <div className="flex items-center justify-end gap-1.5">
+                  Avg Rate
+                  <span className="text-muted-foreground">
+                    {getSortIcon('metric-avgRate')}
+                  </span>
+                </div>
+              </th>
+              <th
+                className="text-right h-10 px-4 text-[10px] uppercase font-semibold min-w-[100px] cursor-pointer hover:bg-muted/50 select-none border-r border-border whitespace-nowrap"
+                onClick={() => handleSort('metric-total')}
+                onKeyDown={(e) => {
+                  if (e.key === 'Enter' || e.key === ' ') {
+                    e.preventDefault();
+                    handleSort('metric-total');
+                  }
+                }}
+              >
+                <div className="flex items-center justify-end gap-1.5">
+                  Total
+                  <span className="text-muted-foreground">
+                    {getSortIcon('metric-total')}
+                  </span>
+                </div>
+              </th>
+              <th
+                className="text-right h-10 px-4 text-[10px] uppercase font-semibold min-w-[100px] cursor-pointer hover:bg-muted/50 select-none border-r border-border whitespace-nowrap"
+                onClick={() => handleSort('metric-conversions')}
+                onKeyDown={(e) => {
+                  if (e.key === 'Enter' || e.key === ' ') {
+                    e.preventDefault();
+                    handleSort('metric-conversions');
+                  }
+                }}
+              >
+                <div className="flex items-center justify-end gap-1.5">
+                  Conversions
+                  <span className="text-muted-foreground">
+                    {getSortIcon('metric-conversions')}
+                  </span>
+                </div>
+              </th>
+              {dates.map((date) => (
+                <th
+                  key={date}
+                  className="text-right h-10 px-4 text-[10px] uppercase font-semibold min-w-[100px] cursor-pointer hover:bg-muted/50 select-none border-r border-border whitespace-nowrap"
+                  onClick={() => handleSort(`date-${date}`)}
+                  onKeyDown={(e) => {
+                    if (e.key === 'Enter' || e.key === ' ') {
+                      e.preventDefault();
+                      handleSort(`date-${date}`);
+                    }
+                  }}
+                >
+                  <div className="flex items-center justify-end gap-1.5">
+                    {formatDate(date)}
+                    <span className="text-muted-foreground">
+                      {getSortIcon(`date-${date}`)}
+                    </span>
+                  </div>
+                </th>
+              ))}
+            </tr>
+          </thead>
+          <tbody>
+            {filteredAndSortedRows.map((row) => {
+              const isVisible = visibleSeriesIds.includes(row.serieId);
+              const serieIndex = getSerieIndex(row.serieId);
+              const color = getChartColor(serieIndex);
+              const previousMetric =
+                row.prevAvgRate !== undefined
+                  ? getPreviousMetric(row.avgRate, row.prevAvgRate)
+                  : null;
+
+              return (
+                <tr
+                  key={row.id}
+                  className={cn(
+                    'border-b hover:bg-muted/30 transition-colors',
+                    !isVisible && 'opacity-50',
+                  )}
+                >
+                  <td
+                    className="px-4 py-3 sticky left-0 z-10 border-r border-border"
+                    style={{
+                      backgroundColor: 'var(--card)',
+                      boxShadow: '2px 0 4px -2px var(--border)',
+                    }}
+                  >
+                    <div className="flex items-center gap-2">
+                      <Checkbox
+                        checked={isVisible}
+                        onCheckedChange={() =>
+                          toggleSerieVisibility(row.serieId)
+                        }
+                        style={{
+                          borderColor: color,
+                          backgroundColor: isVisible ? color : 'transparent',
+                        }}
+                        className="h-4 w-4 shrink-0"
+                      />
+                      <div
+                        className="w-[3px] rounded-full shrink-0"
+                        style={{ background: color }}
+                      />
+                      <SerieIcon name={row.serieName} />
+                      <SerieName name={row.serieName} className="truncate" />
+                    </div>
+                  </td>
+                  <td
+                    className="px-4 py-3 text-right font-mono text-sm"
+                    style={getCellBackgroundStyle(
+                      row.avgRate,
+                      metricRanges.avgRate.min,
+                      metricRanges.avgRate.max,
+                      'purple',
+                    )}
+                  >
+                    <div className="flex items-center justify-end gap-2">
+                      <span>
+                        {number.formatWithUnit(row.avgRate / 100, '%')}
+                      </span>
+                      {previousMetric && (
+                        <PreviousDiffIndicatorPure {...previousMetric} />
+                      )}
+                    </div>
+                  </td>
+                  <td
+                    className="px-4 py-3 text-right font-mono text-sm"
+                    style={getCellBackgroundStyle(
+                      row.total,
+                      metricRanges.total.min,
+                      metricRanges.total.max,
+                      'purple',
+                    )}
+                  >
+                    {number.format(row.total)}
+                  </td>
+                  <td
+                    className="px-4 py-3 text-right font-mono text-sm"
+                    style={getCellBackgroundStyle(
+                      row.conversions,
+                      metricRanges.conversions.min,
+                      metricRanges.conversions.max,
+                      'purple',
+                    )}
+                  >
+                    {number.format(row.conversions)}
+                  </td>
+                  {dates.map((date) => {
+                    const value = row.dateValues[date] ?? 0;
+                    return (
+                      <td
+                        key={date}
+                        className="px-4 py-3 text-right font-mono text-sm"
+                        style={getCellBackgroundStyle(
+                          value,
+                          dateRanges[date]!.min,
+                          dateRanges[date]!.max,
+                          'emerald',
+                        )}
+                      >
+                        {number.formatWithUnit(value / 100, '%')}
+                      </td>
+                    );
+                  })}
+                </tr>
+              );
+            })}
+          </tbody>
+        </table>
+      </div>
+    </div>
+  );
+}

apps/start/src/components/report-chart/conversion/index.tsx

@@ -13,7 +13,7 @@ import { Summary } from './summary';
 export function ReportConversionChart() {
   const { isLazyLoading, report } = useReportChartContext();
   const trpc = useTRPC();
-
+  console.log(report.limit);
   const res = useQuery(
     trpc.chart.conversion.queryOptions(report, {
       placeholderData: keepPreviousData,

apps/start/src/components/report-chart/conversion/summary.tsx

@@ -144,14 +144,16 @@ export function Summary({ data }: Props) {
         title="Flow"
         value={
           <div className="row flex-wrap gap-1">
-            {report.events.map((event, index) => {
+            {report.series
-              return (
+              .filter((item) => item.type === 'event')
-                <div key={event.id} className="row items-center gap-2">
+              .map((event, index) => {
-                  {index !== 0 && <ChevronRightIcon className="size-3" />}
+                return (
-                  <span>{event.name}</span>
+                  <div key={event.id} className="row items-center gap-2">
-                </div>
+                    {index !== 0 && <ChevronRightIcon className="size-3" />}
-              );
+                    <span>{event.name}</span>
-            })}
+                  </div>
+                );
+              })}
           </div>
         }
       />

apps/start/src/components/report-chart/funnel/chart.tsx

@@ -1,7 +1,9 @@
 import { ColorSquare } from '@/components/color-square';
+import { Button } from '@/components/ui/button';
+import { pushModal } from '@/modals';
 import type { RouterOutputs } from '@/trpc/client';
 import { cn } from '@/utils/cn';
-import { ChevronRightIcon, InfoIcon } from 'lucide-react';
+import { ChevronRightIcon, InfoIcon, UsersIcon } from 'lucide-react';
 
 import { alphabetIds } from '@openpanel/constants';
 
@@ -23,6 +25,7 @@ import {
 } from 'recharts';
 import { useXAxisProps, useYAxisProps } from '../common/axis';
 import { PreviousDiffIndicatorPure } from '../common/previous-diff-indicator';
+import { useReportChartContext } from '../context';
 
 type Props = {
   data: {
@@ -113,11 +116,50 @@ function ChartName({
 export function Tables({
   data: {
     current: { steps, mostDropoffsStep, lastStep, breakdowns },
-    previous,
+    previous: previousData,
   },
 }: Props) {
   const number = useNumber();
   const hasHeader = breakdowns.length > 0;
+  const {
+    report: {
+      projectId,
+      startDate,
+      endDate,
+      range,
+      interval,
+      series: reportSeries,
+      breakdowns: reportBreakdowns,
+      previous,
+      funnelWindow,
+      funnelGroup,
+    },
+  } = useReportChartContext();
+
+  const handleInspectStep = (step: (typeof steps)[0], stepIndex: number) => {
+    if (!projectId || !step.event.id) return;
+
+    // For funnels, we need to pass the step index so the modal can query
+    // users who completed at least that step in the funnel sequence
+    pushModal('ViewChartUsers', {
+      type: 'funnel',
+      report: {
+        projectId,
+        series: reportSeries,
+        breakdowns: reportBreakdowns || [],
+        interval: interval || 'day',
+        startDate,
+        endDate,
+        range,
+        previous,
+        chartType: 'funnel',
+        metric: 'sum',
+        funnelWindow,
+        funnelGroup,
+      },
+      stepIndex, // Pass the step index for funnel queries
+    });
+  };
   return (
     <div className={cn('col @container divide-y divide-border card')}>
       {hasHeader && <ChartName breakdowns={breakdowns} className="p-4 py-3" />}
@@ -128,11 +170,11 @@ export function Tables({
             label="Conversion"
             value={number.formatWithUnit(lastStep?.percent / 100, '%')}
             enhancer={
-              previous && (
+              previousData && (
                 <PreviousDiffIndicatorPure
                   {...getPreviousMetric(
                     lastStep?.percent,
-                    previous.lastStep?.percent,
+                    previousData.lastStep?.percent,
                   )}
                 />
               )
@@ -143,11 +185,11 @@ export function Tables({
             label="Completed"
             value={number.format(lastStep?.count)}
             enhancer={
-              previous && (
+              previousData && (
                 <PreviousDiffIndicatorPure
                   {...getPreviousMetric(
                     lastStep?.count,
-                    previous.lastStep?.count,
+                    previousData.lastStep?.count,
                   )}
                 />
               )
@@ -238,6 +280,28 @@ export function Tables({
               className: 'text-right font-mono font-semibold',
               width: '90px',
             },
+            {
+              name: '',
+              render: (item) => (
+                <Button
+                  variant="ghost"
+                  size="sm"
+                  className="h-8 w-8 p-0"
+                  onClick={(e) => {
+                    e.stopPropagation();
+                    const stepIndex = steps.findIndex(
+                      (s) => s.event.id === item.event.id,
+                    );
+                    handleInspectStep(item, stepIndex);
+                  }}
+                  title="View users who completed this step"
+                >
+                  <UsersIcon size={16} />
+                </Button>
+              ),
+              className: 'text-right',
+              width: '48px',
+            },
           ]}
         />
       </div>
@@ -299,6 +363,7 @@ export function Chart({ data }: { data: RouterOutputs['chart']['funnel'] }) {
   const rechartData = useRechartData(data);
   const xAxisProps = useXAxisProps();
   const yAxisProps = useYAxisProps();
+  const hasBreakdowns = data.current.length > 1;
 
   return (
     <TooltipProvider data={data.current}>
@@ -327,19 +392,37 @@ export function Chart({ data }: { data: RouterOutputs['chart']['funnel'] }) {
               }
             />
             <YAxis {...yAxisProps} />
-            <Bar
+            {hasBreakdowns ? (
-              data={rechartData}
+              data.current.map((item, breakdownIndex) => (
-              dataKey="step:percent:0"
+                <Bar
-              shape={<BarShapeProps />}
+                  key={`step:percent:${item.id}`}
-            >
+                  dataKey={`step:percent:${breakdownIndex}`}
-              {rechartData.map((item, index) => (
+                  shape={<BarShapeProps />}
-                <Cell
+                >
-                  key={item.name}
+                  {rechartData.map((item, stepIndex) => (
-                  fill={getChartTranslucentColor(index)}
+                    <Cell
-                  stroke={getChartColor(index)}
+                      key={`${item.name}-${breakdownIndex}`}
-                />
+                      fill={getChartTranslucentColor(breakdownIndex)}
-              ))}
+                      stroke={getChartColor(breakdownIndex)}
-            </Bar>
+                    />
+                  ))}
+                </Bar>
+              ))
+            ) : (
+              <Bar
+                data={rechartData}
+                dataKey="step:percent:0"
+                shape={<BarShapeProps />}
+              >
+                {rechartData.map((item, index) => (
+                  <Cell
+                    key={item.name}
+                    fill={getChartTranslucentColor(index)}
+                    stroke={getChartColor(index)}
+                  />
+                ))}
+              </Bar>
+            )}
             <Tooltip />
           </BarChart>
         </ResponsiveContainer>
@@ -348,8 +431,6 @@ export function Chart({ data }: { data: RouterOutputs['chart']['funnel'] }) {
   );
 }
 
-type Hej = RouterOutputs['chart']['funnel']['current'];
-
 const { Tooltip, TooltipProvider } = createChartTooltip<
   RechartData,
   {
@@ -371,7 +452,7 @@ const { Tooltip, TooltipProvider } = createChartTooltip<
       <div className="flex justify-between gap-8 text-muted-foreground">
         <div>{data.name}</div>
       </div>
-      {variants.map((key) => {
+      {variants.map((key, breakdownIndex) => {
         const variant = data[key];
         const prevVariant = data[`prev_${key}`];
         if (!variant?.step) {
@@ -381,7 +462,11 @@ const { Tooltip, TooltipProvider } = createChartTooltip<
           <div className="row gap-2" key={key}>
             <div
               className="w-[3px] rounded-full"
-              style={{ background: getChartColor(index) }}
+              style={{
+                background: getChartColor(
+                  variants.length > 1 ? breakdownIndex : index,
+                ),
+              }}
             />
             <div className="col flex-1 gap-1">
               <div className="flex items-center gap-1">

apps/start/src/components/report-chart/funnel/index.tsx

@@ -14,7 +14,7 @@ import { Chart, Summary, Tables } from './chart';
 export function ReportFunnelChart() {
   const {
     report: {
-      events,
+      series,
       range,
       projectId,
       funnelWindow,
@@ -28,7 +28,7 @@ export function ReportFunnelChart() {
   } = useReportChartContext();
 
   const input: IChartInput = {
-    events,
+    series,
     range,
     projectId,
     interval: 'day',
@@ -40,11 +40,12 @@ export function ReportFunnelChart() {
     metric: 'sum',
     startDate,
     endDate,
+    limit: 20,
   };
   const trpc = useTRPC();
   const res = useQuery(
     trpc.chart.funnel.queryOptions(input, {
-      enabled: !isLazyLoading && input.events.length > 0,
+      enabled: !isLazyLoading && input.series.length > 0,
     }),
   );
 

apps/start/src/components/report-chart/histogram/chart.tsx

@@ -7,6 +7,7 @@ import type { IChartData } from '@/trpc/client';
 import { cn } from '@/utils/cn';
 import { getChartColor } from '@/utils/theme';
 import { useQuery } from '@tanstack/react-query';
+import { BookmarkIcon, UsersIcon } from 'lucide-react';
 import React, { useCallback } from 'react';
 import {
   Bar,
@@ -20,6 +21,10 @@ import {
 } from 'recharts';
 
 import { useXAxisProps, useYAxisProps } from '../common/axis';
+import {
+  ChartClickMenu,
+  type ChartClickMenuItem,
+} from '../common/chart-click-menu';
 import { ReportChartTooltip } from '../common/report-chart-tooltip';
 import { ReportTable } from '../common/report-table';
 import { useReportChartContext } from '../context';
@@ -47,7 +52,16 @@ function BarHover({ x, y, width, height, top, left, right, bottom }: any) {
 export function Chart({ data }: Props) {
   const {
     isEditMode,
-    report: { previous, interval, projectId, startDate, endDate, range },
+    report: {
+      previous,
+      interval,
+      projectId,
+      startDate,
+      endDate,
+      range,
+      series: reportSeries,
+      breakdowns,
+    },
     options: { hideXAxis, hideYAxis },
   } = useReportChartContext();
   const trpc = useTRPC();
@@ -74,22 +88,73 @@ export function Chart({ data }: Props) {
     interval,
   });
 
-  const handleChartClick = useCallback((e: any) => {
+  const getMenuItems = useCallback(
-    if (e?.activePayload?.[0]) {
+    (e: any, clickedData: any): ChartClickMenuItem[] => {
-      const clickedData = e.activePayload[0].payload;
+      const items: ChartClickMenuItem[] = [];
-      if (clickedData.date) {
+
-        pushModal('AddReference', {
+      if (!clickedData?.date) {
-          datetime: new Date(clickedData.date).toISOString(),
+        return items;
+      }
+
+      // View Users - only show if we have projectId
+      if (projectId) {
+        items.push({
+          label: 'View Users',
+          icon: <UsersIcon size={16} />,
+          onClick: () => {
+            pushModal('ViewChartUsers', {
+              type: 'chart',
+              chartData: data,
+              report: {
+                projectId,
+                series: reportSeries,
+                breakdowns: breakdowns || [],
+                interval,
+                startDate,
+                endDate,
+                range,
+                previous,
+                chartType: 'histogram',
+                metric: 'sum',
+              },
+              date: clickedData.date,
+            });
+          },
         });
       }
-    }
+
-  }, []);
+      // Add Reference - always show
+      items.push({
+        label: 'Add Reference',
+        icon: <BookmarkIcon size={16} />,
+        onClick: () => {
+          pushModal('AddReference', {
+            datetime: new Date(clickedData.date).toISOString(),
+          });
+        },
+      });
+
+      return items;
+    },
+    [
+      projectId,
+      data,
+      reportSeries,
+      breakdowns,
+      interval,
+      startDate,
+      endDate,
+      range,
+      previous,
+    ],
+  );
 
   return (
     <ReportChartTooltip.TooltipProvider references={references.data}>
-      <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
+      <ChartClickMenu getMenuItems={getMenuItems}>
-        <ResponsiveContainer>
+        <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
-          <BarChart data={rechartData} onClick={handleChartClick}>
+          <ResponsiveContainer>
+            <BarChart data={rechartData}>
             <CartesianGrid
               strokeDasharray="3 3"
               vertical={false}
@@ -152,6 +217,7 @@ export function Chart({ data }: Props) {
           setVisibleSeries={setVisibleSeries}
         />
       )}
+      </ChartClickMenu>
     </ReportChartTooltip.TooltipProvider>
   );
 }

apps/start/src/components/report-chart/line/chart.tsx

@@ -7,6 +7,7 @@ import { cn } from '@/utils/cn';
 import { getChartColor } from '@/utils/theme';
 import { useQuery } from '@tanstack/react-query';
 import { isSameDay, isSameHour, isSameMonth, isSameWeek } from 'date-fns';
+import { BookmarkIcon, UsersIcon } from 'lucide-react';
 import { last } from 'ramda';
 import { useCallback } from 'react';
 import {
@@ -24,6 +25,10 @@ import {
 
 import { useDashedStroke } from '@/hooks/use-dashed-stroke';
 import { useXAxisProps, useYAxisProps } from '../common/axis';
+import {
+  ChartClickMenu,
+  type ChartClickMenuItem,
+} from '../common/chart-click-menu';
 import { ReportChartTooltip } from '../common/report-chart-tooltip';
 import { ReportTable } from '../common/report-table';
 import { SerieIcon } from '../common/serie-icon';
@@ -44,6 +49,8 @@ export function Chart({ data }: Props) {
       endDate,
       range,
       lineType,
+      series: reportSeries,
+      breakdowns,
     },
     isEditMode,
     options: { hideXAxis, hideYAxis, maxDomain },
@@ -128,81 +135,146 @@ export function Chart({ data }: Props) {
     hide: hideYAxis,
   });
 
-  const handleChartClick = useCallback((e: any) => {
+  const getMenuItems = useCallback(
-    if (e?.activePayload?.[0]) {
+    (e: any, clickedData: any): ChartClickMenuItem[] => {
-      const clickedData = e.activePayload[0].payload;
+      const items: ChartClickMenuItem[] = [];
-      if (clickedData.date) {
+
-        pushModal('AddReference', {
+      if (!clickedData?.date) {
-          datetime: new Date(clickedData.date).toISOString(),
+        return items;
+      }
+
+      // Extract serie ID from the click event if needed
+      // activePayload is an array of payload objects
+      const validPayload = e.activePayload?.find(
+        (p: any) =>
+          p.dataKey &&
+          p.dataKey !== 'calcStrokeDasharray' &&
+          typeof p.dataKey === 'string' &&
+          p.dataKey.includes(':count'),
+      );
+      const serieId = validPayload?.dataKey?.toString().replace(':count', '');
+
+      // View Users - only show if we have projectId
+      if (projectId) {
+        items.push({
+          label: 'View Users',
+          icon: <UsersIcon size={16} />,
+          onClick: () => {
+            pushModal('ViewChartUsers', {
+              type: 'chart',
+              chartData: data,
+              report: {
+                projectId,
+                series: reportSeries,
+                breakdowns: breakdowns || [],
+                interval,
+                startDate,
+                endDate,
+                range,
+                previous,
+                chartType: 'linear',
+                metric: 'sum',
+              },
+              date: clickedData.date,
+            });
+          },
         });
       }
-    }
+
-  }, []);
+      // Add Reference - always show
+      items.push({
+        label: 'Add Reference',
+        icon: <BookmarkIcon size={16} />,
+        onClick: () => {
+          pushModal('AddReference', {
+            datetime: new Date(clickedData.date).toISOString(),
+          });
+        },
+      });
+
+      return items;
+    },
+    [
+      projectId,
+      data,
+      reportSeries,
+      breakdowns,
+      interval,
+      startDate,
+      endDate,
+      range,
+      previous,
+    ],
+  );
 
   return (
     <ReportChartTooltip.TooltipProvider references={references.data}>
-      <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
+      <ChartClickMenu getMenuItems={getMenuItems}>
-        <ResponsiveContainer>
+        <div className={cn('h-full w-full', isEditMode && 'card p-4')}>
-          <ComposedChart data={rechartData} onClick={handleChartClick}>
+          <ResponsiveContainer>
-            <Customized component={calcStrokeDasharray} />
+            <ComposedChart data={rechartData}>
-            <Line
+              <Customized component={calcStrokeDasharray} />
-              dataKey="calcStrokeDasharray"
+              <Line
-              legendType="none"
+                dataKey="calcStrokeDasharray"
-              animationDuration={0}
+                legendType="none"
-              onAnimationEnd={handleAnimationEnd}
+                animationDuration={0}
-            />
+                onAnimationEnd={handleAnimationEnd}
-            <CartesianGrid
-              strokeDasharray="3 3"
-              horizontal={true}
-              vertical={false}
-              className="stroke-border"
-            />
-            {references.data?.map((ref) => (
-              <ReferenceLine
-                key={ref.id}
-                x={ref.date.getTime()}
-                stroke={'oklch(from var(--foreground) l c h / 0.1)'}
-                strokeDasharray={'3 3'}
-                label={{
-                  value: ref.title,
-                  position: 'centerTop',
-                  fill: '#334155',
-                  fontSize: 12,
-                }}
-                fontSize={10}
               />
-            ))}
+              <CartesianGrid
-            <YAxis
+                strokeDasharray="3 3"
-              {...yAxisProps}
+                horizontal={true}
-              domain={maxDomain ? [0, maxDomain] : undefined}
+                vertical={false}
-            />
+                className="stroke-border"
-            <XAxis {...xAxisProps} />
+              />
-            {series.length > 1 && <Legend content={<CustomLegend />} />}
+              {references.data?.map((ref) => (
-            <Tooltip content={<ReportChartTooltip.Tooltip />} />
+                <ReferenceLine
-            {/* {series.map((serie) => {
+                  key={ref.id}
-              const color = getChartColor(serie.index);
+                  x={ref.date.getTime()}
-              return (
+                  stroke={'oklch(from var(--foreground) l c h / 0.1)'}
-                <React.Fragment key={serie.id}>
+                  strokeDasharray={'3 3'}
-                  <defs>
+                  label={{
-                    {isAreaStyle && (
+                    value: ref.title,
-                      <linearGradient
+                    position: 'centerTop',
-                        id={`color${color}`}
+                    fill: '#334155',
-                        x1="0"
+                    fontSize: 12,
-                        y1="0"
+                  }}
-                        x2="0"
+                  fontSize={10}
-                        y2="1"
+                />
-                      >
+              ))}
-                        <stop offset="0%" stopColor={color} stopOpacity={0.8} />
+              <YAxis
-                        <stop
+                {...yAxisProps}
-                          offset="100%"
+                domain={maxDomain ? [0, maxDomain] : undefined}
-                          stopColor={color}
+              />
-                          stopOpacity={0.1}
+              <XAxis {...xAxisProps} />
-                        />
+              {series.length > 1 && <Legend content={<CustomLegend />} />}
-                      </linearGradient>
+              <Tooltip content={<ReportChartTooltip.Tooltip />} />
-                    )}
+
-                  </defs>
+              <defs>
+                <filter
+                  id="rainbow-line-glow"
+                  x="-20%"
+                  y="-20%"
+                  width="140%"
+                  height="140%"
+                >
+                  <feGaussianBlur stdDeviation="5" result="blur" />
+                  <feComponentTransfer in="blur" result="dimmedBlur">
+                    <feFuncA type="linear" slope="0.5" />
+                  </feComponentTransfer>
+                  <feComposite
+                    in="SourceGraphic"
+                    in2="dimmedBlur"
+                    operator="over"
+                  />
+                </filter>
+              </defs>
+
+              {series.map((serie) => {
+                const color = getChartColor(serie.index);
+                return (
                   <Line
-                    dot={isAreaStyle && dataLength <= 8}
+                    key={serie.id}
+                    dot={dataLength <= 8}
                     type={lineType}
                     name={serie.id}
                     isAnimationActive={false}
@@ -216,100 +288,46 @@ export function Chart({ data }: Props) {
                     }
                     // Use for legend
                     fill={color}
+                    filter={
+                      series.length === 1
+                        ? 'url(#rainbow-line-glow)'
+                        : undefined
+                    }
                   />
-                  {previous && (
+                );
-                    <Line
+              })}
-                      type={lineType}
-                      name={`${serie.id}:prev`}
-                      isAnimationActive
-                      dot={false}
-                      strokeOpacity={0.3}
-                      dataKey={`${serie.id}:prev:count`}
-                      stroke={color}
-                      // Use for legend
-                      fill={color}
-                    />
-                  )}
-                </React.Fragment>
-              );
-            })} */}
 
-            <defs>
+              {/* Previous */}
-              <filter
+              {previous
-                id="rainbow-line-glow"
+                ? series.map((serie) => {
-                x="-20%"
+                    const color = getChartColor(serie.index);
-                y="-20%"
+                    return (
-                width="140%"
+                      <Line
-                height="140%"
+                        key={`${serie.id}:prev`}
-              >
+                        type={lineType}
-                <feGaussianBlur stdDeviation="5" result="blur" />
+                        name={`${serie.id}:prev`}
-                <feComponentTransfer in="blur" result="dimmedBlur">
+                        isAnimationActive
-                  <feFuncA type="linear" slope="0.5" />
+                        dot={false}
-                </feComponentTransfer>
+                        strokeOpacity={0.3}
-                <feComposite
+                        dataKey={`${serie.id}:prev:count`}
-                  in="SourceGraphic"
+                        stroke={color}
-                  in2="dimmedBlur"
+                        // Use for legend
-                  operator="over"
+                        fill={color}
-                />
+                      />
-              </filter>
+                    );
-            </defs>
+                  })
-
+                : null}
-            {series.map((serie) => {
+            </ComposedChart>
-              const color = getChartColor(serie.index);
+          </ResponsiveContainer>
-              return (
+        </div>
-                <Line
+        {isEditMode && (
-                  key={serie.id}
+          <ReportTable
-                  dot={dataLength <= 8}
+            data={data}
-                  type={lineType}
+            visibleSeries={series}
-                  name={serie.id}
+            setVisibleSeries={setVisibleSeries}
-                  isAnimationActive={false}
+          />
-                  strokeWidth={2}
+        )}
-                  dataKey={`${serie.id}:count`}
+      </ChartClickMenu>
-                  stroke={color}
-                  strokeDasharray={
-                    useDashedLastLine
-                      ? getStrokeDasharray(`${serie.id}:count`)
-                      : undefined
-                  }
-                  // Use for legend
-                  fill={color}
-                  filter={
-                    series.length === 1 ? 'url(#rainbow-line-glow)' : undefined
-                  }
-                />
-              );
-            })}
-
-            {/* Previous */}
-            {previous
-              ? series.map((serie) => {
-                  const color = getChartColor(serie.index);
-                  return (
-                    <Line
-                      key={`${serie.id}:prev`}
-                      type={lineType}
-                      name={`${serie.id}:prev`}
-                      isAnimationActive
-                      dot={false}
-                      strokeOpacity={0.3}
-                      dataKey={`${serie.id}:prev:count`}
-                      stroke={color}
-                      // Use for legend
-                      fill={color}
-                    />
-                  );
-                })
-              : null}
-          </ComposedChart>
-        </ResponsiveContainer>
-      </div>
-      {isEditMode && (
-        <ReportTable
-          data={data}
-          visibleSeries={series}
-          setVisibleSeries={setVisibleSeries}
-        />
-      )}
     </ReportChartTooltip.TooltipProvider>
   );
 }

apps/start/src/components/report-chart/metric/metric-card.tsx

@@ -89,7 +89,10 @@ export function MetricCard({
 
   return (
     <div
-      className={cn('group relative p-4', isEditMode && 'card h-auto')}
+      className={cn(
+        'group relative p-4 hover:z-10',
+        isEditMode && 'card h-auto',
+      )}
       key={serie.id}
     >
       <div

apps/start/src/components/report-chart/retention/index.tsx

@@ -12,7 +12,7 @@ import CohortTable from './table';
 export function ReportRetentionChart() {
   const {
     report: {
-      events,
+      series,
       range,
       projectId,
       startDate,
@@ -22,8 +22,9 @@ export function ReportRetentionChart() {
     },
     isLazyLoading,
   } = useReportChartContext();
-  const firstEvent = (events[0]?.filters[0]?.value ?? []).map(String);
+  const eventSeries = series.filter((item) => item.type === 'event');
-  const secondEvent = (events[1]?.filters[0]?.value ?? []).map(String);
+  const firstEvent = (eventSeries[0]?.filters?.[0]?.value ?? []).map(String);
+  const secondEvent = (eventSeries[1]?.filters?.[0]?.value ?? []).map(String);
   const isEnabled =
     firstEvent.length > 0 && secondEvent.length > 0 && !isLazyLoading;
   const trpc = useTRPC();

apps/start/src/components/report-chart/shortcut.tsx

@@ -7,7 +7,7 @@ type ChartRootShortcutProps = Omit<ReportChartProps, 'report'> & {
   previous?: ReportChartProps['report']['previous'];
   chartType?: ReportChartProps['report']['chartType'];
   interval?: ReportChartProps['report']['interval'];
-  events: ReportChartProps['report']['events'];
+  series: ReportChartProps['report']['series'];
   breakdowns?: ReportChartProps['report']['breakdowns'];
   lineType?: ReportChartProps['report']['lineType'];
 };
@@ -18,7 +18,7 @@ export const ReportChartShortcut = ({
   previous = false,
   chartType = 'linear',
   interval = 'day',
-  events,
+  series,
   breakdowns,
   lineType = 'monotone',
   options,
@@ -33,7 +33,7 @@ export const ReportChartShortcut = ({
         previous,
         chartType,
         interval,
-        events,
+        series,
         lineType,
         metric: 'sum',
       }}

apps/start/src/components/report/reportSlice.ts

@@ -11,12 +11,14 @@ import {
 } from '@openpanel/constants';
 import type {
   IChartBreakdown,
-  IChartEvent,
+  IChartEventItem,
+  IChartFormula,
   IChartLineType,
   IChartProps,
   IChartRange,
   IChartType,
   IInterval,
+  UnionOmit,
   zCriteria,
 } from '@openpanel/validation';
 import type { z } from 'zod';
@@ -39,7 +41,7 @@ const initialState: InitialState = {
   lineType: 'monotone',
   interval: 'day',
   breakdowns: [],
-  events: [],
+  series: [],
   range: '30d',
   startDate: null,
   endDate: null,
@@ -86,24 +88,34 @@ export const reportSlice = createSlice({
       state.dirty = true;
       state.name = action.payload;
     },
-    // Events
+    // Series (Events and Formulas)
-    addEvent: (state, action: PayloadAction<Omit<IChartEvent, 'id'>>) => {
+    addSerie: (
+      state,
+      action: PayloadAction<UnionOmit<IChartEventItem, 'id'>>,
+    ) => {
       state.dirty = true;
-      state.events.push({
+      state.series.push({
         id: shortId(),
         ...action.payload,
       });
     },
-    duplicateEvent: (state, action: PayloadAction<Omit<IChartEvent, 'id'>>) => {
+    duplicateEvent: (state, action: PayloadAction<IChartEventItem>) => {
       state.dirty = true;
-      state.events.push({
+      if (action.payload.type === 'event') {
-        ...action.payload,
+        state.series.push({
-        filters: action.payload.filters.map((filter) => ({
+          ...action.payload,
-          ...filter,
+          filters: action.payload.filters.map((filter) => ({
+            ...filter,
+            id: shortId(),
+          })),
           id: shortId(),
-        })),
+        } as IChartEventItem);
-        id: shortId(),
+      } else {
-      });
+        state.series.push({
+          ...action.payload,
+          id: shortId(),
+        } as IChartEventItem);
+      }
     },
     removeEvent: (
       state,
@@ -112,13 +124,13 @@ export const reportSlice = createSlice({
       }>,
     ) => {
       state.dirty = true;
-      state.events = state.events.filter(
+      state.series = state.series.filter((event) => {
-        (event) => event.id !== action.payload.id,
+        return event.id !== action.payload.id;
-      );
+      });
     },
-    changeEvent: (state, action: PayloadAction<IChartEvent>) => {
+    changeEvent: (state, action: PayloadAction<IChartEventItem>) => {
       state.dirty = true;
-      state.events = state.events.map((event) => {
+      state.series = state.series.map((event) => {
         if (event.id === action.payload.id) {
           return action.payload;
         }
@@ -265,9 +277,9 @@ export const reportSlice = createSlice({
     ) {
       state.dirty = true;
       const { fromIndex, toIndex } = action.payload;
-      const [movedEvent] = state.events.splice(fromIndex, 1);
+      const [movedEvent] = state.series.splice(fromIndex, 1);
       if (movedEvent) {
-        state.events.splice(toIndex, 0, movedEvent);
+        state.series.splice(toIndex, 0, movedEvent);
       }
     },
   },
@@ -279,7 +291,7 @@ export const {
   ready,
   setReport,
   setName,
-  addEvent,
+  addSerie,
   removeEvent,
   duplicateEvent,
   changeEvent,

apps/start/src/components/report/sidebar/EventPropertiesCombobox.tsx

@@ -1,8 +1,7 @@
 import { Combobox } from '@/components/ui/combobox';
 import { useAppParams } from '@/hooks/use-app-params';
 import { useEventProperties } from '@/hooks/use-event-properties';
-import { useDispatch, useSelector } from '@/redux';
+import { useDispatch } from '@/redux';
-import { api } from '@/trpc/client';
 import { cn } from '@/utils/cn';
 import { DatabaseIcon } from 'lucide-react';
 
@@ -43,6 +42,7 @@ export function EventPropertiesCombobox({
           changeEvent({
             ...event,
             property: value,
+            type: 'event',
           }),
         );
       }}

apps/start/src/components/report/sidebar/ReportEvents.tsx

@@ -1,6 +1,8 @@
 import { ColorSquare } from '@/components/color-square';
+import { Button } from '@/components/ui/button';
 import { ComboboxEvents } from '@/components/ui/combobox-events';
 import { Input } from '@/components/ui/input';
+import { InputEnter } from '@/components/ui/input-enter';
 import { useAppParams } from '@/hooks/use-app-params';
 import { useDebounceFn } from '@/hooks/use-debounce-fn';
 import { useEventNames } from '@/hooks/use-event-names';
@@ -23,11 +25,11 @@ import {
 import { CSS } from '@dnd-kit/utilities';
 import { shortId } from '@openpanel/common';
 import { alphabetIds } from '@openpanel/constants';
-import type { IChartEvent } from '@openpanel/validation';
+import type { IChartEventItem, IChartFormula } from '@openpanel/validation';
-import { FilterIcon, HandIcon } from 'lucide-react';
+import { FilterIcon, HandIcon, PlusIcon } from 'lucide-react';
 import { ReportSegment } from '../ReportSegment';
 import {
-  addEvent,
+  addSerie,
   changeEvent,
   duplicateEvent,
   removeEvent,
@@ -47,7 +49,7 @@ function SortableEvent({
   isSelectManyEvents,
   ...props
 }: {
-  event: IChartEvent;
+  event: IChartEventItem;
   index: number;
   showSegment: boolean;
   showAddFilter: boolean;
@@ -62,6 +64,8 @@ function SortableEvent({
     transition,
   };
 
+  const isEvent = event.type === 'event';
+
   return (
     <div ref={setNodeRef} style={style} {...attributes} {...props}>
       <div className="flex items-center gap-2 p-2 group">
@@ -76,8 +80,8 @@ function SortableEvent({
         {props.children}
       </div>
 
-      {/* Segment and Filter buttons */}
+      {/* Segment and Filter buttons - only for events */}
-      {(showSegment || showAddFilter) && (
+      {isEvent && (showSegment || showAddFilter) && (
         <div className="flex gap-2 p-2 pt-0">
           {showSegment && (
             <ReportSegment
@@ -130,14 +134,14 @@ function SortableEvent({
         </div>
       )}
 
-      {/* Filters */}
+      {/* Filters - only for events */}
-      {!isSelectManyEvents && <FiltersList event={event} />}
+      {isEvent && !isSelectManyEvents && <FiltersList event={event} />}
     </div>
   );
 }
 
 export function ReportEvents() {
-  const selectedEvents = useSelector((state) => state.report.events);
+  const selectedEvents = useSelector((state) => state.report.series);
   const chartType = useSelector((state) => state.report.chartType);
   const dispatch = useDispatch();
   const { projectId } = useAppParams();
@@ -151,7 +155,7 @@ export function ReportEvents() {
   const isAddEventDisabled =
     (chartType === 'retention' || chartType === 'conversion') &&
     selectedEvents.length >= 2;
-  const dispatchChangeEvent = useDebounceFn((event: IChartEvent) => {
+  const dispatchChangeEvent = useDebounceFn((event: IChartEventItem) => {
     dispatch(changeEvent(event));
   });
   const isSelectManyEvents = chartType === 'retention';
@@ -174,11 +178,15 @@ export function ReportEvents() {
     }
   };
 
-  const handleMore = (event: IChartEvent) => {
+  const handleMore = (event: IChartEventItem) => {
     const callback: ReportEventMoreProps['onClick'] = (action) => {
       switch (action) {
         case 'remove': {
-          return dispatch(removeEvent(event));
+          return dispatch(
+            removeEvent({
+              id: event.id,
+            }),
+          );
         }
         case 'duplicate': {
           return dispatch(duplicateEvent(event));
@@ -189,20 +197,31 @@ export function ReportEvents() {
     return callback;
   };
 
+  const dispatchChangeFormula = useDebounceFn((formula: IChartFormula) => {
+    dispatch(changeEvent(formula));
+  });
+
+  const showFormula =
+    chartType !== 'conversion' &&
+    chartType !== 'funnel' &&
+    chartType !== 'retention';
+
   return (
     <div>
-      <h3 className="mb-2 font-medium">Events</h3>
+      <h3 className="mb-2 font-medium">Metrics</h3>
       <DndContext
         sensors={sensors}
         collisionDetection={closestCenter}
         onDragEnd={handleDragEnd}
       >
         <SortableContext
-          items={selectedEvents.map((e) => ({ id: e.id ?? '' }))}
+          items={selectedEvents.map((e) => ({ id: e.id! }))}
           strategy={verticalListSortingStrategy}
         >
           <div className="flex flex-col gap-4">
             {selectedEvents.map((event, index) => {
+              const isFormula = event.type === 'formula';
+
               return (
                 <SortableEvent
                   key={event.id}
@@ -213,95 +232,151 @@ export function ReportEvents() {
                   isSelectManyEvents={isSelectManyEvents}
                   className="rounded-lg border bg-def-100"
                 >
-                  <ComboboxEvents
+                  {isFormula ? (
-                    className="flex-1"
+                    <>
-                    searchable
+                      <div className="flex-1 flex flex-col gap-2">
-                    multiple={isSelectManyEvents as false}
+                        <InputEnter
-                    value={
+                          placeholder="eg: A+B, A/B"
-                      (isSelectManyEvents
+                          value={event.formula}
-                        ? (event.filters[0]?.value ?? [])
+                          onChangeValue={(value) => {
-                        : event.name) as any
+                            dispatchChangeFormula({
-                    }
+                              ...event,
-                    onChange={(value) => {
+                              formula: value,
-                      dispatch(
+                            });
-                        changeEvent(
+                          }}
-                          Array.isArray(value)
+                        />
-                            ? {
+                        {showDisplayNameInput && (
-                                id: event.id,
+                          <Input
-                                segment: 'user',
+                            placeholder={`Formula (${alphabetIds[index]})`}
-                                filters: [
+                            defaultValue={event.displayName}
-                                  {
+                            onChange={(e) => {
-                                    name: 'name',
+                              dispatchChangeFormula({
-                                    operator: 'is',
-                                    value: value,
-                                  },
-                                ],
-                                name: '*',
-                              }
-                            : {
                                 ...event,
-                                name: value,
+                                displayName: e.target.value,
-                                filters: [],
+                              });
-                              },
+                            }}
-                        ),
+                          />
-                      );
+                        )}
-                    }}
+                      </div>
-                    items={eventNames}
+                      <ReportEventMore onClick={handleMore(event)} />
-                    placeholder="Select event"
+                    </>
-                  />
+                  ) : (
-                  {showDisplayNameInput && (
+                    <>
-                    <Input
+                      <ComboboxEvents
-                      placeholder={
+                        className="flex-1"
-                        event.name
+                        searchable
-                          ? `${event.name} (${alphabetIds[index]})`
+                        multiple={isSelectManyEvents as false}
-                          : 'Display name'
+                        value={
-                      }
+                          isSelectManyEvents
-                      defaultValue={event.displayName}
+                            ? (event.filters[0]?.value ?? [])
-                      onChange={(e) => {
+                            : (event.name as any)
-                        dispatchChangeEvent({
+                        }
-                          ...event,
+                        onChange={(value) => {
-                          displayName: e.target.value,
+                          dispatch(
-                        });
+                            changeEvent(
-                      }}
+                              Array.isArray(value)
-                    />
+                                ? {
+                                    id: event.id,
+                                    type: 'event',
+                                    segment: 'user',
+                                    filters: [
+                                      {
+                                        name: 'name',
+                                        operator: 'is',
+                                        value: value,
+                                      },
+                                    ],
+                                    name: '*',
+                                  }
+                                : {
+                                    ...event,
+                                    type: 'event',
+                                    name: value,
+                                    filters: [],
+                                  },
+                            ),
+                          );
+                        }}
+                        items={eventNames}
+                        placeholder="Select event"
+                      />
+                      {showDisplayNameInput && (
+                        <Input
+                          placeholder={
+                            event.name
+                              ? `${event.name} (${alphabetIds[index]})`
+                              : 'Display name'
+                          }
+                          defaultValue={event.displayName}
+                          onChange={(e) => {
+                            dispatchChangeEvent({
+                              ...event,
+                              displayName: e.target.value,
+                            });
+                          }}
+                        />
+                      )}
+                      <ReportEventMore onClick={handleMore(event)} />
+                    </>
                   )}
-                  <ReportEventMore onClick={handleMore(event)} />
                 </SortableEvent>
               );
             })}
 
-            <ComboboxEvents
+            <div className="flex gap-2">
-              disabled={isAddEventDisabled}
+              <ComboboxEvents
-              value={''}
+                disabled={isAddEventDisabled}
-              searchable
+                value={''}
-              onChange={(value) => {
+                searchable
-                if (isSelectManyEvents) {
+                onChange={(value) => {
-                  dispatch(
+                  if (isSelectManyEvents) {
-                    addEvent({
+                    dispatch(
-                      segment: 'user',
+                      addSerie({
-                      name: value,
+                        type: 'event',
-                      filters: [
+                        segment: 'user',
-                        {
+                        name: value,
-                          name: 'name',
+                        filters: [
-                          operator: 'is',
+                          {
-                          value: [value],
+                            name: 'name',
-                        },
+                            operator: 'is',
-                      ],
+                            value: [value],
-                    }),
+                          },
-                  );
+                        ],
-                } else {
+                      }),
-                  dispatch(
+                    );
-                    addEvent({
+                  } else {
-                      name: value,
+                    dispatch(
-                      segment: 'event',
+                      addSerie({
-                      filters: [],
+                        type: 'event',
-                    }),
+                        name: value,
-                  );
+                        segment: 'event',
-                }
+                        filters: [],
-              }}
+                      }),
-              placeholder="Select event"
+                    );
-              items={eventNames}
+                  }
-            />
+                }}
+                placeholder="Select event"
+                items={eventNames}
+              />
+              {showFormula && (
+                <Button
+                  type="button"
+                  variant="outline"
+                  icon={PlusIcon}
+                  onClick={() => {
+                    dispatch(
+                      addSerie({
+                        type: 'formula',
+                        formula: '',
+                        displayName: '',
+                      }),
+                    );
+                  }}
+                >
+                  Add Formula
+                </Button>
+              )}
+            </div>
           </div>
         </SortableContext>
       </DndContext>

apps/start/src/components/report/sidebar/ReportFormula.tsx

@@ -1,24 +0,0 @@
-import { useDispatch, useSelector } from '@/redux';
-
-import { InputEnter } from '@/components/ui/input-enter';
-import { changeFormula } from '../reportSlice';
-
-export function ReportFormula() {
-  const formula = useSelector((state) => state.report.formula);
-  const dispatch = useDispatch();
-
-  return (
-    <div>
-      <h3 className="mb-2 font-medium">Formula</h3>
-      <div className="flex flex-col gap-4">
-        <InputEnter
-          placeholder="eg: A/B"
-          value={formula ?? ''}
-          onChangeValue={(value) => {
-            dispatch(changeFormula(value));
-          }}
-        />
-      </div>
-    </div>
-  );
-}

apps/start/src/components/report/sidebar/ReportSeries.tsx

@@ -0,0 +1,414 @@
+import { ColorSquare } from '@/components/color-square';
+import { Button } from '@/components/ui/button';
+import { ComboboxEvents } from '@/components/ui/combobox-events';
+import { Input } from '@/components/ui/input';
+import { InputEnter } from '@/components/ui/input-enter';
+import { useAppParams } from '@/hooks/use-app-params';
+import { useDebounceFn } from '@/hooks/use-debounce-fn';
+import { useEventNames } from '@/hooks/use-event-names';
+import { useDispatch, useSelector } from '@/redux';
+import {
+  DndContext,
+  type DragEndEvent,
+  KeyboardSensor,
+  PointerSensor,
+  closestCenter,
+  useSensor,
+  useSensors,
+} from '@dnd-kit/core';
+import {
+  SortableContext,
+  sortableKeyboardCoordinates,
+  useSortable,
+  verticalListSortingStrategy,
+} from '@dnd-kit/sortable';
+import { CSS } from '@dnd-kit/utilities';
+import { shortId } from '@openpanel/common';
+import { alphabetIds } from '@openpanel/constants';
+import type {
+  IChartEvent,
+  IChartEventItem,
+  IChartFormula,
+} from '@openpanel/validation';
+import { FilterIcon, HandIcon, PiIcon } from 'lucide-react';
+import { ReportSegment } from '../ReportSegment';
+import {
+  addSerie,
+  changeEvent,
+  duplicateEvent,
+  removeEvent,
+  reorderEvents,
+} from '../reportSlice';
+import { EventPropertiesCombobox } from './EventPropertiesCombobox';
+import { PropertiesCombobox } from './PropertiesCombobox';
+import type { ReportEventMoreProps } from './ReportEventMore';
+import { ReportEventMore } from './ReportEventMore';
+import { FiltersList } from './filters/FiltersList';
+
+function SortableSeries({
+  event,
+  index,
+  showSegment,
+  showAddFilter,
+  isSelectManyEvents,
+  ...props
+}: {
+  event: IChartEventItem | IChartEvent;
+  index: number;
+  showSegment: boolean;
+  showAddFilter: boolean;
+  isSelectManyEvents: boolean;
+} & React.HTMLAttributes<HTMLDivElement>) {
+  const dispatch = useDispatch();
+  const eventId = 'type' in event ? event.id : (event as IChartEvent).id;
+  const { attributes, listeners, setNodeRef, transform, transition } =
+    useSortable({ id: eventId ?? '' });
+
+  const style = {
+    transform: CSS.Transform.toString(transform),
+    transition,
+  };
+
+  // Normalize event to have type field
+  const normalizedEvent: IChartEventItem =
+    'type' in event ? event : { ...event, type: 'event' as const };
+
+  const isFormula = normalizedEvent.type === 'formula';
+  const chartEvent = isFormula
+    ? null
+    : (normalizedEvent as IChartEventItem & { type: 'event' });
+
+  return (
+    <div ref={setNodeRef} style={style} {...attributes} {...props}>
+      <div className="flex items-center gap-2 p-2 group">
+        <button className="cursor-grab active:cursor-grabbing" {...listeners}>
+          <ColorSquare className="relative">
+            <HandIcon className="size-3 opacity-0 scale-50 group-hover:opacity-100 group-hover:scale-100 transition-all absolute inset-1" />
+            <span className="block group-hover:opacity-0 group-hover:scale-0 transition-all">
+              {alphabetIds[index]}
+            </span>
+          </ColorSquare>
+        </button>
+        {props.children}
+      </div>
+
+      {/* Segment and Filter buttons - only for events */}
+      {chartEvent && (showSegment || showAddFilter) && (
+        <div className="flex gap-2 p-2 pt-0">
+          {showSegment && (
+            <ReportSegment
+              value={chartEvent.segment}
+              onChange={(segment) => {
+                dispatch(
+                  changeEvent({
+                    ...chartEvent,
+                    segment,
+                  }),
+                );
+              }}
+            />
+          )}
+          {showAddFilter && (
+            <PropertiesCombobox
+              event={chartEvent}
+              onSelect={(action) => {
+                dispatch(
+                  changeEvent({
+                    ...chartEvent,
+                    filters: [
+                      ...chartEvent.filters,
+                      {
+                        id: shortId(),
+                        name: action.value,
+                        operator: 'is',
+                        value: [],
+                      },
+                    ],
+                  }),
+                );
+              }}
+            >
+              {(setOpen) => (
+                <button
+                  onClick={() => setOpen((p) => !p)}
+                  type="button"
+                  className="flex items-center gap-1 rounded-md border border-border bg-card p-1 px-2 text-sm font-medium leading-none"
+                >
+                  <FilterIcon size={12} /> Add filter
+                </button>
+              )}
+            </PropertiesCombobox>
+          )}
+
+          {showSegment && chartEvent.segment.startsWith('property_') && (
+            <EventPropertiesCombobox event={chartEvent} />
+          )}
+        </div>
+      )}
+
+      {/* Filters - only for events */}
+      {chartEvent && !isSelectManyEvents && <FiltersList event={chartEvent} />}
+    </div>
+  );
+}
+
+export function ReportSeries() {
+  const selectedSeries = useSelector((state) => state.report.series);
+  const chartType = useSelector((state) => state.report.chartType);
+  const dispatch = useDispatch();
+  const { projectId } = useAppParams();
+  const eventNames = useEventNames({
+    projectId,
+  });
+
+  const showSegment = !['retention', 'funnel'].includes(chartType);
+  const showAddFilter = !['retention'].includes(chartType);
+  const showDisplayNameInput = !['retention'].includes(chartType);
+  const isAddEventDisabled =
+    (chartType === 'retention' || chartType === 'conversion') &&
+    selectedSeries.length >= 2;
+  const dispatchChangeEvent = useDebounceFn((event: IChartEventItem) => {
+    dispatch(changeEvent(event));
+  });
+  const isSelectManyEvents = chartType === 'retention';
+
+  const sensors = useSensors(
+    useSensor(PointerSensor),
+    useSensor(KeyboardSensor, {
+      coordinateGetter: sortableKeyboardCoordinates,
+    }),
+  );
+
+  const handleDragEnd = (event: DragEndEvent) => {
+    const { active, over } = event;
+
+    if (over && active.id !== over.id) {
+      const oldIndex = selectedSeries.findIndex((e) => e.id === active.id);
+      const newIndex = selectedSeries.findIndex((e) => e.id === over.id);
+
+      dispatch(reorderEvents({ fromIndex: oldIndex, toIndex: newIndex }));
+    }
+  };
+
+  const handleMore = (event: IChartEventItem | IChartEvent) => {
+    const callback: ReportEventMoreProps['onClick'] = (action) => {
+      switch (action) {
+        case 'remove': {
+          return dispatch(
+            removeEvent({
+              id: 'type' in event ? event.id : (event as IChartEvent).id,
+            }),
+          );
+        }
+        case 'duplicate': {
+          const normalized =
+            'type' in event ? event : { ...event, type: 'event' as const };
+          return dispatch(duplicateEvent(normalized));
+        }
+      }
+    };
+
+    return callback;
+  };
+
+  const dispatchChangeFormula = useDebounceFn((formula: IChartFormula) => {
+    dispatch(changeEvent(formula));
+  });
+
+  const showFormula =
+    chartType !== 'conversion' &&
+    chartType !== 'funnel' &&
+    chartType !== 'retention';
+
+  return (
+    <div>
+      <h3 className="mb-2 font-medium">Metrics</h3>
+      <DndContext
+        sensors={sensors}
+        collisionDetection={closestCenter}
+        onDragEnd={handleDragEnd}
+      >
+        <SortableContext
+          items={selectedSeries.map((e) => ({
+            id: ('type' in e ? e.id : (e as IChartEvent).id) ?? '',
+          }))}
+          strategy={verticalListSortingStrategy}
+        >
+          <div className="flex flex-col gap-4">
+            {selectedSeries.map((event, index) => {
+              const isFormula = event.type === 'formula';
+
+              return (
+                <SortableSeries
+                  key={event.id}
+                  event={event}
+                  index={index}
+                  showSegment={showSegment}
+                  showAddFilter={showAddFilter}
+                  isSelectManyEvents={isSelectManyEvents}
+                  className="rounded-lg border bg-def-100"
+                >
+                  {isFormula ? (
+                    <>
+                      <div className="flex-1 flex flex-col gap-2">
+                        <InputEnter
+                          placeholder="eg: A+B"
+                          value={event.formula}
+                          onChangeValue={(value) => {
+                            dispatchChangeFormula({
+                              ...event,
+                              formula: value,
+                            });
+                          }}
+                        />
+                        {showDisplayNameInput && (
+                          <Input
+                            placeholder={`Name: Formula (${alphabetIds[index]})`}
+                            defaultValue={event.displayName}
+                            onChange={(e) => {
+                              dispatchChangeFormula({
+                                ...event,
+                                displayName: e.target.value,
+                              });
+                            }}
+                          />
+                        )}
+                      </div>
+                      <ReportEventMore onClick={handleMore(event)} />
+                    </>
+                  ) : (
+                    <>
+                      <ComboboxEvents
+                        className="flex-1"
+                        searchable
+                        multiple={isSelectManyEvents as false}
+                        value={
+                          (isSelectManyEvents
+                            ? ((
+                                event as IChartEventItem & {
+                                  type: 'event';
+                                }
+                              ).filters[0]?.value ?? [])
+                            : (
+                                event as IChartEventItem & {
+                                  type: 'event';
+                                }
+                              ).name) as any
+                        }
+                        onChange={(value) => {
+                          dispatch(
+                            changeEvent(
+                              Array.isArray(value)
+                                ? {
+                                    id: event.id,
+                                    type: 'event',
+                                    segment: 'user',
+                                    filters: [
+                                      {
+                                        name: 'name',
+                                        operator: 'is',
+                                        value: value,
+                                      },
+                                    ],
+                                    name: '*',
+                                  }
+                                : {
+                                    ...event,
+                                    type: 'event',
+                                    name: value,
+                                    filters: [],
+                                  },
+                            ),
+                          );
+                        }}
+                        items={eventNames}
+                        placeholder="Select event"
+                      />
+                      {showDisplayNameInput && (
+                        <Input
+                          placeholder={
+                            (event as IChartEventItem & { type: 'event' }).name
+                              ? `${(event as IChartEventItem & { type: 'event' }).name} (${alphabetIds[index]})`
+                              : 'Display name'
+                          }
+                          defaultValue={
+                            (event as IChartEventItem & { type: 'event' })
+                              .displayName
+                          }
+                          onChange={(e) => {
+                            dispatchChangeEvent({
+                              ...(event as IChartEventItem & {
+                                type: 'event';
+                              }),
+                              displayName: e.target.value,
+                            });
+                          }}
+                        />
+                      )}
+                      <ReportEventMore onClick={handleMore(event)} />
+                    </>
+                  )}
+                </SortableSeries>
+              );
+            })}
+
+            <div className="flex gap-2">
+              <ComboboxEvents
+                disabled={isAddEventDisabled}
+                value={''}
+                searchable
+                onChange={(value) => {
+                  if (isSelectManyEvents) {
+                    dispatch(
+                      addSerie({
+                        type: 'event',
+                        segment: 'user',
+                        name: value,
+                        filters: [
+                          {
+                            name: 'name',
+                            operator: 'is',
+                            value: [value],
+                          },
+                        ],
+                      }),
+                    );
+                  } else {
+                    dispatch(
+                      addSerie({
+                        type: 'event',
+                        name: value,
+                        segment: 'event',
+                        filters: [],
+                      }),
+                    );
+                  }
+                }}
+                placeholder="Select event"
+                items={eventNames}
+              />
+              {showFormula && (
+                <Button
+                  type="button"
+                  variant="outline"
+                  icon={PiIcon}
+                  onClick={() => {
+                    dispatch(
+                      addSerie({
+                        type: 'formula',
+                        formula: '',
+                        displayName: '',
+                      }),
+                    );
+                  }}
+                >
+                  Add Formula
+                </Button>
+              )}
+            </div>
+          </div>
+        </SortableContext>
+      </DndContext>
+    </div>
+  );
+}

apps/start/src/components/report/sidebar/ReportSidebar.tsx

@@ -3,23 +3,17 @@ import { SheetClose, SheetFooter } from '@/components/ui/sheet';
 import { useSelector } from '@/redux';
 
 import { ReportBreakdowns } from './ReportBreakdowns';
-import { ReportEvents } from './ReportEvents';
+import { ReportSeries } from './ReportSeries';
-import { ReportFormula } from './ReportFormula';
 import { ReportSettings } from './ReportSettings';
 
 export function ReportSidebar() {
   const { chartType } = useSelector((state) => state.report);
-  const showFormula =
-    chartType !== 'conversion' &&
-    chartType !== 'funnel' &&
-    chartType !== 'retention';
   const showBreakdown = chartType !== 'retention';
   return (
     <>
       <div className="flex flex-col gap-8">
-        <ReportEvents />
+        <ReportSeries />
         {showBreakdown && <ReportBreakdowns />}
-        {showFormula && <ReportFormula />}
         <ReportSettings />
       </div>
       <SheetFooter>

apps/start/src/components/report/sidebar/filters/FilterItem.tsx

@@ -39,14 +39,12 @@ interface PureFilterProps {
 }
 
 export function FilterItem({ filter, event }: FilterProps) {
-  // const { range, startDate, endDate, interval } = useSelector(
-  //   (state) => state.report,
-  // );
   const onRemove = ({ id }: IChartEventFilter) => {
     dispatch(
       changeEvent({
         ...event,
         filters: event.filters.filter((item) => item.id !== id),
+        type: 'event',
       }),
     );
   };
@@ -58,6 +56,7 @@ export function FilterItem({ filter, event }: FilterProps) {
     dispatch(
       changeEvent({
         ...event,
+        type: 'event',
         filters: event.filters.map((item) => {
           if (item.id === id) {
             return {
@@ -79,6 +78,7 @@ export function FilterItem({ filter, event }: FilterProps) {
     dispatch(
       changeEvent({
         ...event,
+        type: 'event',
         filters: event.filters.map((item) => {
           if (item.id === id) {
             return {

apps/start/src/components/ui/input-enter.tsx

@@ -4,7 +4,7 @@ import { AnimatePresence } from 'framer-motion';
 import { RefreshCcwIcon } from 'lucide-react';
 import { type InputHTMLAttributes, useEffect, useState } from 'react';
 import { Badge } from './badge';
-import { Input } from './input';
+import { Input, type InputProps } from './input';
 
 export function InputEnter({
   value,
@@ -13,7 +13,7 @@ export function InputEnter({
 }: {
   value: string | undefined;
   onChangeValue: (value: string) => void;
-} & InputHTMLAttributes<HTMLInputElement>) {
+} & InputProps) {
   const [internalValue, setInternalValue] = useState(value ?? '');
 
   useEffect(() => {
@@ -33,7 +33,6 @@ export function InputEnter({
             onChangeValue(internalValue);
           }
         }}
-        size="default"
       />
       <div className="absolute right-2 top-1/2 -translate-y-1/2">
         <AnimatePresence>

apps/start/src/components/ui/scroll-area.tsx

@@ -1,8 +1,36 @@
 import * as ScrollAreaPrimitive from '@radix-ui/react-scroll-area';
-import type * as React from 'react';
+import * as React from 'react';
 
 import { cn } from '@/lib/utils';
 
+export const VirtualScrollArea = React.forwardRef<
+  HTMLDivElement,
+  {
+    children: React.ReactNode;
+    className?: string;
+  }
+>(({ children, className }, ref) => {
+  // The ref MUST point directly to the scrollable element
+  // This element MUST have:
+  // 1. overflow-y-auto (or overflow: auto)
+  // 2. A constrained height (via flex-1 min-h-0 or fixed height)
+  return (
+    <div
+      ref={ref}
+      className={cn('overflow-y-auto w-full', className)}
+      style={{
+        // Ensure height is constrained by flex parent
+        height: '100%',
+        maxHeight: '100%',
+      }}
+    >
+      {children}
+    </div>
+  );
+});
+
+VirtualScrollArea.displayName = 'VirtualScrollArea';
+
 function ScrollArea({
   className,
   children,

apps/start/src/hooks/use-conversion-rechart-data-model.ts

@@ -0,0 +1,44 @@
+import type { RouterOutputs } from '@/trpc/client';
+import { useMemo } from 'react';
+
+export function useConversionRechartDataModel(
+  series: RouterOutputs['chart']['conversion']['current'],
+) {
+  return useMemo(() => {
+    if (!series.length || !series[0]?.data.length) {
+      return [];
+    }
+
+    // Get all unique dates from the first series (all series should have same dates)
+    const dates = series[0].data.map((item) => item.date);
+
+    return dates.map((date) => {
+      const baseItem = series[0].data.find((item) => item.date === date);
+      if (!baseItem) {
+        return {
+          date,
+          timestamp: new Date(date).getTime(),
+        };
+      }
+
+      // Build data object with all series values
+      const dataPoint: Record<string, any> = {
+        date,
+        timestamp: new Date(date).getTime(),
+      };
+
+      series.forEach((serie) => {
+        const item = serie.data.find((d) => d.date === date);
+        if (item) {
+          dataPoint[`${serie.id}:rate`] = item.rate;
+          dataPoint[`${serie.id}:previousRate`] = item.previousRate;
+          dataPoint[`${serie.id}:total`] = item.total;
+          dataPoint[`${serie.id}:conversions`] = item.conversions;
+        }
+      });
+
+      return dataPoint;
+    });
+  }, [series]);
+}
+

apps/start/src/hooks/use-visible-conversion-series.ts

@@ -0,0 +1,35 @@
+import type { RouterOutputs } from '@/trpc/client';
+import { useEffect, useMemo, useState } from 'react';
+
+export type IVisibleConversionSeries = ReturnType<
+  typeof useVisibleConversionSeries
+>['series'];
+
+export function useVisibleConversionSeries(
+  data: RouterOutputs['chart']['conversion'],
+  limit?: number | undefined,
+) {
+  const max = limit ?? 5;
+  const [visibleSeries, setVisibleSeries] = useState<string[]>(
+    data?.current?.slice(0, max).map((serie) => serie.id) ?? [],
+  );
+
+  useEffect(() => {
+    setVisibleSeries(
+      data?.current?.slice(0, max).map((serie) => serie.id) ?? [],
+    );
+  }, [data, max]);
+
+  return useMemo(() => {
+    return {
+      series: data.current
+        .map((serie, index) => ({
+          ...serie,
+          index,
+        }))
+        .filter((serie) => visibleSeries.includes(serie.id)),
+      setVisibleSeries,
+    } as const;
+  }, [visibleSeries, data.current]);
+}
+

apps/start/src/modals/Modal/scrollable-modal.tsx

@@ -0,0 +1,44 @@
+import { ScrollArea, VirtualScrollArea } from '@/components/ui/scroll-area';
+import { cn } from '@/utils/cn';
+import { createContext, useContext, useRef } from 'react';
+import { ModalContent } from './Container';
+
+const ScrollableModalContext = createContext<{
+  scrollAreaRef: React.RefObject<HTMLDivElement | null>;
+}>({
+  scrollAreaRef: { current: null },
+});
+
+export function useScrollableModal() {
+  return useContext(ScrollableModalContext);
+}
+
+export function ScrollableModal({
+  header,
+  footer,
+  children,
+}: {
+  header: React.ReactNode;
+  footer?: React.ReactNode;
+  children: React.ReactNode;
+}) {
+  const scrollAreaRef = useRef<HTMLDivElement>(null);
+  return (
+    <ScrollableModalContext.Provider value={{ scrollAreaRef }}>
+      <ModalContent className="flex !max-h-[90vh] flex-col p-0 gap-0">
+        <div className="flex-shrink-0 p-6">{header}</div>
+        <VirtualScrollArea
+          ref={scrollAreaRef}
+          className={cn(
+            'flex-1 min-h-0 w-full',
+            footer && 'border-b',
+            header && 'border-t',
+          )}
+        >
+          {children}
+        </VirtualScrollArea>
+        {footer && <div className="flex-shrink-0 p-6">{footer}</div>}
+      </ModalContent>
+    </ScrollableModalContext.Provider>
+  );
+}

apps/start/src/modals/event-details.tsx

@@ -341,13 +341,14 @@ export default function EventDetails({ id, createdAt, projectId }: Props) {
               <ReportChartShortcut
                 projectId={event.projectId}
                 chartType="linear"
-                events={[
+                series={[
                   {
                     id: 'A',
                     name: event.name,
                     displayName: 'Similar events',
                     segment: 'event',
                     filters: [],
+                    type: 'event',
                   },
                 ]}
               />

apps/start/src/modals/index.tsx

@@ -31,6 +31,7 @@ import RequestPasswordReset from './request-reset-password';
 import SaveReport from './save-report';
 import SelectBillingPlan from './select-billing-plan';
 import ShareOverviewModal from './share-overview-modal';
+import ViewChartUsers from './view-chart-users';
 
 const modals = {
   OverviewTopPagesModal: OverviewTopPagesModal,
@@ -51,6 +52,7 @@ const modals = {
   EditReference: EditReference,
   ShareOverviewModal: ShareOverviewModal,
   AddReference: AddReference,
+  ViewChartUsers: ViewChartUsers,
   Instructions: Instructions,
   OnboardingTroubleshoot: OnboardingTroubleshoot,
   DateRangerPicker: DateRangerPicker,

apps/start/src/modals/view-chart-users.tsx

@@ -0,0 +1,398 @@
+import { ProjectLink } from '@/components/links';
+import { ProfileAvatar } from '@/components/profiles/profile-avatar';
+import { SerieIcon } from '@/components/report-chart/common/serie-icon';
+import { DropdownMenuShortcut } from '@/components/ui/dropdown-menu';
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select';
+import { useTRPC } from '@/integrations/trpc/react';
+import type { IChartData } from '@/trpc/client';
+import { cn } from '@/utils/cn';
+import { getProfileName } from '@/utils/getters';
+import type { IChartInput } from '@openpanel/validation';
+import { useQuery } from '@tanstack/react-query';
+import { useVirtualizer } from '@tanstack/react-virtual';
+import { useEffect, useMemo, useState } from 'react';
+import { popModal } from '.';
+import { ModalHeader } from './Modal/Container';
+import { ScrollableModal, useScrollableModal } from './Modal/scrollable-modal';
+
+const ProfileItem = ({ profile }: { profile: any }) => {
+  return (
+    <ProjectLink
+      preload={false}
+      href={`/profiles/${profile.id}`}
+      title={getProfileName(profile, false)}
+      className="col gap-2 rounded-lg border p-2 bg-card"
+      onClick={(e) => {
+        if (e.metaKey || e.ctrlKey || e.shiftKey) {
+          return;
+        }
+        popModal();
+      }}
+    >
+      <div className="row gap-2 items-center">
+        <ProfileAvatar {...profile} />
+        <div className="flex-1">
+          <div className="font-medium">{getProfileName(profile)}</div>
+        </div>
+      </div>
+
+      <div className="row gap-4 text-sm overflow-hidden">
+        {profile.properties.country && (
+          <div className="row gap-2 items-center">
+            <SerieIcon name={profile.properties.country} />
+            <span>
+              {profile.properties.country}
+              {profile.properties.city && ` / ${profile.properties.city}`}
+            </span>
+          </div>
+        )}
+        {profile.properties.os && (
+          <div className="row gap-2 items-center">
+            <SerieIcon name={profile.properties.os} />
+            <span>{profile.properties.os}</span>
+          </div>
+        )}
+        {profile.properties.browser && (
+          <div className="row gap-2 items-center">
+            <SerieIcon name={profile.properties.browser} />
+            <span>{profile.properties.browser}</span>
+          </div>
+        )}
+      </div>
+    </ProjectLink>
+  );
+};
+// Shared profile list component
+function ProfileList({ profiles }: { profiles: any[] }) {
+  const ITEM_HEIGHT = 74;
+  const CONTAINER_PADDING = 20;
+  const ITEM_GAP = 5;
+  const { scrollAreaRef } = useScrollableModal();
+  const [isScrollReady, setIsScrollReady] = useState(false);
+
+  // Check if scroll container is ready
+  useEffect(() => {
+    if (scrollAreaRef.current) {
+      setIsScrollReady(true);
+    } else {
+      setIsScrollReady(false);
+    }
+  }, [scrollAreaRef]);
+
+  const virtualizer = useVirtualizer({
+    count: profiles.length,
+    getScrollElement: () => scrollAreaRef.current,
+    estimateSize: () => ITEM_HEIGHT + ITEM_GAP,
+    overscan: 5,
+    paddingStart: CONTAINER_PADDING,
+    paddingEnd: CONTAINER_PADDING,
+  });
+
+  // Re-measure when scroll container becomes available or profiles change
+  useEffect(() => {
+    if (isScrollReady && scrollAreaRef.current) {
+      // Small delay to ensure DOM is ready
+      const timeoutId = setTimeout(() => {
+        virtualizer.measure();
+      }, 0);
+      return () => clearTimeout(timeoutId);
+    }
+  }, [isScrollReady, profiles.length, virtualizer]);
+
+  if (profiles.length === 0) {
+    return (
+      <div className="flex items-center justify-center py-8">
+        <div className="text-muted-foreground">No users found</div>
+      </div>
+    );
+  }
+
+  const virtualItems = virtualizer.getVirtualItems();
+
+  return (
+    <div
+      style={{
+        height: `${virtualizer.getTotalSize()}px`,
+        width: '100%',
+        position: 'relative',
+      }}
+    >
+      {/* Only the visible items in the virtualizer, manually positioned to be in view */}
+      {virtualItems.map((virtualItem) => {
+        const profile = profiles[virtualItem.index];
+        return (
+          <div
+            key={profile.id}
+            data-index={virtualItem.index}
+            ref={virtualizer.measureElement}
+            style={{
+              position: 'absolute',
+              top: 0,
+              left: 0,
+              width: '100%',
+              height: `${virtualItem.size}px`,
+              transform: `translateY(${virtualItem.start}px)`,
+              padding: `0px ${CONTAINER_PADDING}px ${ITEM_GAP}px`,
+            }}
+          >
+            <ProfileItem profile={profile} />
+          </div>
+        );
+      })}
+    </div>
+  );
+}
+
+// Chart-specific props and component
+interface ChartUsersViewProps {
+  chartData: IChartData;
+  report: IChartInput;
+  date: string;
+}
+
+function ChartUsersView({ chartData, report, date }: ChartUsersViewProps) {
+  const trpc = useTRPC();
+  const [selectedSerieId, setSelectedSerieId] = useState<string | null>(
+    report.series[0]?.id || null,
+  );
+  const [selectedBreakdownId, setSelectedBreakdownId] = useState<string | null>(
+    null,
+  );
+
+  const selectedReportSerie = useMemo(
+    () => report.series.find((s) => s.id === selectedSerieId),
+    [report.series, selectedSerieId],
+  );
+
+  // Get all chart series that match the selected report serie
+  const matchingChartSeries = useMemo(() => {
+    if (!selectedSerieId || !chartData) return [];
+    return chartData.series.filter((s) => s.event.id === selectedSerieId);
+  }, [chartData?.series, selectedSerieId]);
+
+  const selectedBreakdown = useMemo(() => {
+    if (!selectedBreakdownId) return null;
+    return matchingChartSeries.find((s) => s.id === selectedBreakdownId);
+  }, [matchingChartSeries, selectedBreakdownId]);
+
+  // Reset breakdown selection when serie changes
+  const handleSerieChange = (value: string) => {
+    setSelectedSerieId(value);
+    setSelectedBreakdownId(null);
+  };
+
+  const profilesQuery = useQuery(
+    trpc.chart.getProfiles.queryOptions(
+      {
+        projectId: report.projectId,
+        date: date,
+        series:
+          selectedReportSerie && selectedReportSerie.type === 'event'
+            ? [selectedReportSerie]
+            : [],
+        breakdowns: selectedBreakdown?.event.breakdowns,
+        interval: report.interval,
+      },
+      {
+        enabled: !!selectedReportSerie && selectedReportSerie.type === 'event',
+      },
+    ),
+  );
+
+  const profiles = profilesQuery.data ?? [];
+
+  return (
+    <ScrollableModal
+      header={
+        <div>
+          <ModalHeader
+            title="View Users"
+            text={`Users who performed actions on ${new Date(date).toLocaleDateString()}`}
+          />
+          {report.series.length > 0 && (
+            <div className="col md:row gap-2">
+              <Select
+                value={selectedSerieId || ''}
+                onValueChange={handleSerieChange}
+              >
+                <SelectTrigger className="flex-1">
+                  <SelectValue placeholder="Select Serie" />
+                </SelectTrigger>
+                <SelectContent>
+                  {report.series.map((serie) => (
+                    <SelectItem key={serie.id} value={serie.id || ''}>
+                      {serie.type === 'event'
+                        ? serie.displayName || serie.name
+                        : serie.displayName || 'Formula'}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+
+              {matchingChartSeries.length > 1 && (
+                <Select
+                  value={selectedBreakdownId || ''}
+                  onValueChange={(value) => setSelectedBreakdownId(value)}
+                >
+                  <SelectTrigger className="flex-1">
+                    <SelectValue placeholder="Select Breakdown" />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {matchingChartSeries
+                      .sort((a, b) => b.metrics.sum - a.metrics.sum)
+                      .map((serie) => (
+                        <SelectItem key={serie.id} value={serie.id}>
+                          {Object.values(serie.event.breakdowns ?? {}).join(
+                            ', ',
+                          )}
+                          <DropdownMenuShortcut className="ml-auto">
+                            ({serie.data.find((d) => d.date === date)?.count})
+                          </DropdownMenuShortcut>
+                        </SelectItem>
+                      ))}
+                  </SelectContent>
+                </Select>
+              )}
+            </div>
+          )}
+        </div>
+      }
+    >
+      <div className="col">
+        {profilesQuery.isLoading ? (
+          <div className="flex items-center justify-center py-8">
+            <div className="text-muted-foreground">Loading users...</div>
+          </div>
+        ) : (
+          <ProfileList profiles={profiles} />
+        )}
+      </div>
+    </ScrollableModal>
+  );
+}
+
+// Funnel-specific props and component
+interface FunnelUsersViewProps {
+  report: IChartInput;
+  stepIndex: number;
+}
+
+function FunnelUsersView({ report, stepIndex }: FunnelUsersViewProps) {
+  const trpc = useTRPC();
+  const [showDropoffs, setShowDropoffs] = useState(false);
+
+  const profilesQuery = useQuery(
+    trpc.chart.getFunnelProfiles.queryOptions(
+      {
+        projectId: report.projectId,
+        startDate: report.startDate!,
+        endDate: report.endDate!,
+        range: report.range,
+        series: report.series,
+        stepIndex: stepIndex,
+        showDropoffs: showDropoffs,
+        funnelWindow: report.funnelWindow,
+        funnelGroup: report.funnelGroup,
+        breakdowns: report.breakdowns,
+      },
+      {
+        enabled: stepIndex !== undefined,
+      },
+    ),
+  );
+
+  const profiles = profilesQuery.data ?? [];
+  const isLastStep = stepIndex === report.series.length - 1;
+
+  return (
+    <ScrollableModal
+      header={
+        <div className="flex flex-col gap-2">
+          <ModalHeader
+            title="View Users"
+            text={
+              showDropoffs
+                ? `Users who dropped off after step ${stepIndex + 1} of ${report.series.length}`
+                : `Users who completed step ${stepIndex + 1} of ${report.series.length} in the funnel`
+            }
+          />
+          {!isLastStep && (
+            <div className="flex items-center gap-2">
+              <button
+                type="button"
+                onClick={() => setShowDropoffs(false)}
+                className={cn(
+                  'px-3 py-1.5 text-sm rounded-md transition-colors',
+                  !showDropoffs
+                    ? 'bg-primary text-primary-foreground'
+                    : 'bg-muted text-muted-foreground hover:bg-muted/80',
+                )}
+              >
+                Completed
+              </button>
+              <button
+                type="button"
+                onClick={() => setShowDropoffs(true)}
+                className={cn(
+                  'px-3 py-1.5 text-sm rounded-md transition-colors',
+                  showDropoffs
+                    ? 'bg-primary text-primary-foreground'
+                    : 'bg-muted text-muted-foreground hover:bg-muted/80',
+                )}
+              >
+                Dropped Off
+              </button>
+            </div>
+          )}
+        </div>
+      }
+    >
+      <div className="flex flex-col gap-4">
+        {profilesQuery.isLoading ? (
+          <div className="flex items-center justify-center py-8">
+            <div className="text-muted-foreground">Loading users...</div>
+          </div>
+        ) : (
+          <ProfileList profiles={profiles} />
+        )}
+      </div>
+    </ScrollableModal>
+  );
+}
+
+// Union type for props
+type ViewChartUsersProps =
+  | {
+      type: 'chart';
+      chartData: IChartData;
+      report: IChartInput;
+      date: string;
+    }
+  | {
+      type: 'funnel';
+      report: IChartInput;
+      stepIndex: number;
+    };
+
+// Main component that routes to the appropriate view
+export default function ViewChartUsers(props: ViewChartUsersProps) {
+  if (props.type === 'funnel') {
+    return (
+      <FunnelUsersView report={props.report} stepIndex={props.stepIndex} />
+    );
+  }
+
+  return (
+    <ChartUsersView
+      chartData={props.chartData}
+      report={props.report}
+      date={props.date}
+    />
+  );
+}

apps/start/src/routes/_app.$organizationId.$projectId.events._tabs.stats.tsx

@@ -9,7 +9,7 @@ import {
   useEventQueryNamesFilter,
 } from '@/hooks/use-event-query-filters';
 
-import type { IChartEvent } from '@openpanel/validation';
+import type { IChartEventItem } from '@openpanel/validation';
 
 import { createFileRoute } from '@tanstack/react-router';
 
@@ -23,13 +23,14 @@ function Component() {
   const { projectId } = Route.useParams();
   const [filters] = useEventQueryFilters();
   const [events] = useEventQueryNamesFilter();
-  const fallback: IChartEvent[] = [
+  const fallback: IChartEventItem[] = [
     {
       id: 'A',
       name: '*',
       displayName: 'All events',
       segment: 'event',
       filters: filters ?? [],
+      type: 'event',
     },
   ];
 
@@ -49,7 +50,7 @@ function Component() {
               projectId={projectId}
               range="30d"
               chartType="histogram"
-              events={
+              series={
                 events && events.length > 0
                   ? events.map((name) => ({
                       id: name,
@@ -57,6 +58,7 @@ function Component() {
                       displayName: name,
                       segment: 'event',
                       filters: filters ?? [],
+                      type: 'event',
                     }))
                   : fallback
               }
@@ -69,6 +71,11 @@ function Component() {
           </WidgetHead>
           <WidgetBody>
             <ReportChartShortcut
+              options={{
+                renderSerieName(names) {
+                  return names[1];
+                },
+              }}
               projectId={projectId}
               range="30d"
               chartType="pie"
@@ -78,7 +85,7 @@ function Component() {
                   name: 'name',
                 },
               ]}
-              events={
+              series={
                 events && events.length > 0
                   ? events.map((name) => ({
                       id: name,
@@ -86,6 +93,7 @@ function Component() {
                       displayName: name,
                       segment: 'event',
                       filters: filters ?? [],
+                      type: 'event',
                     }))
                   : [
                       {
@@ -94,6 +102,7 @@ function Component() {
                         displayName: 'All events',
                         segment: 'event',
                         filters: filters ?? [],
+                        type: 'event',
                       },
                     ]
               }
@@ -106,6 +115,11 @@ function Component() {
           </WidgetHead>
           <WidgetBody>
             <ReportChartShortcut
+              options={{
+                renderSerieName(names) {
+                  return names[1];
+                },
+              }}
               projectId={projectId}
               range="30d"
               chartType="bar"
@@ -115,7 +129,7 @@ function Component() {
                   name: 'name',
                 },
               ]}
-              events={
+              series={
                 events && events.length > 0
                   ? events.map((name) => ({
                       id: name,
@@ -123,6 +137,7 @@ function Component() {
                       displayName: name,
                       segment: 'event',
                       filters: filters ?? [],
+                      type: 'event',
                     }))
                   : [
                       {
@@ -131,6 +146,7 @@ function Component() {
                         displayName: 'All events',
                         segment: 'event',
                         filters: filters ?? [],
+                        type: 'event',
                       },
                     ]
               }
@@ -143,6 +159,11 @@ function Component() {
           </WidgetHead>
           <WidgetBody>
             <ReportChartShortcut
+              options={{
+                renderSerieName(names) {
+                  return names[1];
+                },
+              }}
               projectId={projectId}
               range="30d"
               chartType="linear"
@@ -152,7 +173,7 @@ function Component() {
                   name: 'name',
                 },
               ]}
-              events={
+              series={
                 events && events.length > 0
                   ? events.map((name) => ({
                       id: name,
@@ -160,6 +181,7 @@ function Component() {
                       displayName: name,
                       segment: 'event',
                       filters: filters ?? [],
+                      type: 'event',
                     }))
                   : [
                       {
@@ -168,6 +190,7 @@ function Component() {
                         displayName: 'All events',
                         segment: 'event',
                         filters: filters ?? [],
+                        type: 'event',
                       },
                     ]
               }

apps/start/src/routes/_app.$organizationId.$projectId.pages.tsx

@@ -24,20 +24,18 @@ import { createFileRoute } from '@tanstack/react-router';
 import { parseAsInteger, useQueryState } from 'nuqs';
 import { memo } from 'react';
 
-export const Route = createFileRoute('/_app/$organizationId/$projectId/pages')(
+export const Route = createFileRoute('/_app/$organizationId/$projectId/pages')({
-  {
+  component: Component,
-    component: Component,
+  head: () => {
-    head: () => {
+    return {
-      return {
+      meta: [
-        meta: [
+        {
-          {
+          title: createProjectTitle(PAGE_TITLES.PAGES),
-            title: createProjectTitle(PAGE_TITLES.PAGES),
+        },
-          },
+      ],
-        ],
+    };
-      };
-    },
   },
-);
+});
 
 function Component() {
   const { projectId } = Route.useParams();
@@ -220,8 +218,9 @@ const PageCard = memo(
 
             chartType: 'linear',
             projectId,
-            events: [
+            series: [
               {
+                type: 'event',
                 id: 'A',
                 name: 'screen_view',
                 segment: 'event',

apps/start/src/styles.css

@@ -339,4 +339,38 @@ button {
 
 .animate-ping-slow {
   animation: ping-slow 2s cubic-bezier(0, 0, 0.2, 1) infinite;
+}
+
+.scrollarea {
+  position: relative;
+  width: 100%;
+  height: 300px; /* set any height */
+  overflow: hidden; /* hide native scrollbars */
+}
+
+.scrollarea-content {
+  height: 100%;
+  width: 100%;
+  overflow-y: scroll;
+  padding-right: 16px;         /* preserve space for custom scrollbar */
+  scrollbar-width: none;       /* hide Firefox scrollbar */
+}
+
+.scrollarea-content::-webkit-scrollbar {
+  width: 8px;                  /* size of custom scrollbar */
+}
+
+.scrollarea-content::-webkit-scrollbar-track {
+  background: transparent;     /* no visible track, like shadcn */
+}
+
+.scrollarea-content::-webkit-scrollbar-thumb {
+  background: rgba(0, 0, 0, 0.2);
+  border-radius: 9999px;       /* fully rounded */
+  transition: background 0.2s;
+}
+
+.scrollarea-content:hover::-webkit-scrollbar-thumb,
+.scrollarea-content:active::-webkit-scrollbar-thumb {
+  background: rgba(0, 0, 0, 0.4);  /* darken on hover/scroll */
 }

apps/start/src/utils/theme.ts

@@ -23,9 +23,12 @@ const chartColors = [
 ];
 
 export function getChartColor(index: number): string {
-  return chartColors[index % chartColors.length]!.main;
+  return chartColors[index % chartColors.length]?.main || chartColors[0].main;
 }
 
 export function getChartTranslucentColor(index: number): string {
-  return chartColors[index % chartColors.length]!.translucent;
+  return (
+    chartColors[index % chartColors.length]?.translucent ||
+    chartColors[0].translucent
+  );
 }

packages/db/code-migrations/7-migrate-events-to-series.ts

@@ -0,0 +1,104 @@
+import { shortId } from '@openpanel/common';
+import type {
+  IChartEvent,
+  IChartEventItem,
+  IChartFormula,
+} from '@openpanel/validation';
+import { db } from '../index';
+import { printBoxMessage } from './helpers';
+
+export async function up() {
+  printBoxMessage('🔄 Migrating Events to Series Format', []);
+
+  // Get all reports
+  const reports = await db.report.findMany({
+    select: {
+      id: true,
+      events: true,
+      formula: true,
+      name: true,
+    },
+  });
+
+  let migratedCount = 0;
+  let skippedCount = 0;
+  let formulaAddedCount = 0;
+
+  for (const report of reports) {
+    const events = report.events as unknown as Array<
+      Partial<IChartEventItem> | Partial<IChartEvent>
+    >;
+    const oldFormula = report.formula;
+
+    // Check if any event is missing the 'type' field (old format)
+    const needsEventMigration =
+      Array.isArray(events) &&
+      events.length > 0 &&
+      events.some(
+        (event) => !event || typeof event !== 'object' || !('type' in event),
+      );
+
+    // Check if formula exists and isn't already in the series
+    const hasFormulaInSeries =
+      Array.isArray(events) &&
+      events.some(
+        (item) =>
+          item &&
+          typeof item === 'object' &&
+          'type' in item &&
+          item.type === 'formula',
+      );
+
+    const needsFormulaMigration = !!oldFormula && !hasFormulaInSeries;
+
+    // Skip if no migration needed
+    if (!needsEventMigration && !needsFormulaMigration) {
+      skippedCount++;
+      continue;
+    }
+
+    // Transform events to new format: add type: 'event' to each event
+    const migratedSeries: IChartEventItem[] = Array.isArray(events)
+      ? events.map((event) => {
+          if (event && typeof event === 'object' && 'type' in event) {
+            return event as IChartEventItem;
+          }
+
+          return {
+            ...event,
+            type: 'event',
+          } as IChartEventItem;
+        })
+      : [];
+
+    // Add formula to series if it exists and isn't already there
+    if (needsFormulaMigration && oldFormula) {
+      const formulaItem: IChartFormula = {
+        type: 'formula',
+        formula: oldFormula,
+        id: shortId(),
+      };
+      migratedSeries.push(formulaItem);
+      formulaAddedCount++;
+    }
+
+    console.log(
+      `Updating report ${report.name} (${report.id}) with ${migratedSeries.length} series`,
+    );
+    // Update the report with migrated series
+    await db.report.update({
+      where: { id: report.id },
+      data: {
+        events: migratedSeries,
+      },
+    });
+
+    migratedCount++;
+  }
+
+  printBoxMessage('✅ Migration Complete', [
+    `Migrated: ${migratedCount} reports`,
+    `Formulas added: ${formulaAddedCount} reports`,
+    `Skipped: ${skippedCount} reports (already in new format or empty)`,
+  ]);
+}

packages/db/index.ts

@@ -3,6 +3,7 @@ export * from './src/clickhouse/client';
 export * from './src/clickhouse/csv';
 export * from './src/sql-builder';
 export * from './src/services/chart.service';
+export * from './src/engine';
 export * from './src/services/clients.service';
 export * from './src/services/dashboard.service';
 export * from './src/services/event.service';

packages/db/package.json

@@ -25,6 +25,7 @@
     "@prisma/extension-read-replicas": "^0.4.1",
     "fast-deep-equal": "^3.1.3",
     "jiti": "^2.4.1",
+    "mathjs": "^12.3.2",
     "prisma-json-types-generator": "^3.1.1",
     "ramda": "^0.29.1",
     "sqlstring": "^2.3.3",

packages/db/scripts/ch-copy-from-remote.ts

@@ -0,0 +1,112 @@
+import { stdin as input, stdout as output } from 'node:process';
+import { createInterface } from 'node:readline/promises';
+import { parseArgs } from 'node:util';
+import sqlstring from 'sqlstring';
+import { ch } from '../src/clickhouse/client';
+import { clix } from '../src/clickhouse/query-builder';
+
+async function main() {
+  const rl = createInterface({ input, output });
+
+  try {
+    const { values } = parseArgs({
+      args: process.argv.slice(2),
+      options: {
+        host: { type: 'string' },
+        user: { type: 'string' },
+        password: { type: 'string' },
+        db: { type: 'string' },
+        start: { type: 'string' },
+        end: { type: 'string' },
+        projects: { type: 'string' },
+      },
+      strict: false,
+    });
+
+    const getArg = (val: unknown): string | undefined =>
+      typeof val === 'string' ? val : undefined;
+
+    console.log('Copy data from remote ClickHouse to local');
+    console.log('---------------------------------------');
+
+    const host =
+      getArg(values.host) || (await rl.question('Remote Host (IP/Domain): '));
+    if (!host) throw new Error('Host is required');
+
+    const user = getArg(values.user) || (await rl.question('Remote User: '));
+    if (!user) throw new Error('User is required');
+
+    const password =
+      getArg(values.password) || (await rl.question('Remote Password: '));
+    if (!password) throw new Error('Password is required');
+
+    const dbName =
+      getArg(values.db) ||
+      (await rl.question('Remote DB Name (default: openpanel): ')) ||
+      'openpanel';
+
+    const startDate =
+      getArg(values.start) ||
+      (await rl.question('Start Date (YYYY-MM-DD HH:mm:ss): '));
+    if (!startDate) throw new Error('Start date is required');
+
+    const endDate =
+      getArg(values.end) ||
+      (await rl.question('End Date (YYYY-MM-DD HH:mm:ss): '));
+    if (!endDate) throw new Error('End date is required');
+
+    const projectIdsInput =
+      getArg(values.projects) ||
+      (await rl.question(
+        'Project IDs (comma separated, leave empty for all): ',
+      ));
+    const projectIds = projectIdsInput
+      ? projectIdsInput.split(',').map((s: string) => s.trim())
+      : [];
+
+    console.log('\nStarting copy process...');
+
+    const tables = ['sessions', 'events'];
+
+    for (const table of tables) {
+      console.log(`Processing table: ${table}`);
+
+      // Build the SELECT part using the query builder
+      // We use sqlstring to escape the remote function arguments
+      const remoteTable = `remote(${sqlstring.escape(host)}, ${sqlstring.escape(dbName)}, ${sqlstring.escape(table)}, ${sqlstring.escape(user)}, ${sqlstring.escape(password)})`;
+
+      const queryBuilder = clix(ch)
+        .from(remoteTable)
+        .select(['*'])
+        .where('created_at', 'BETWEEN', [startDate, endDate]);
+
+      if (projectIds.length > 0) {
+        queryBuilder.where('project_id', 'IN', projectIds);
+      }
+
+      const selectQuery = queryBuilder.toSQL();
+      const insertQuery = `INSERT INTO ${dbName}.${table} ${selectQuery}`;
+
+      console.log(`Executing: ${insertQuery}`);
+
+      // try {
+      //   await ch.command({
+      //     query: insertQuery,
+      //   });
+      //   console.log(`✅ Copied ${table} successfully`);
+      // } catch (error) {
+      //   console.error(`❌ Failed to copy ${table}:`, error);
+      // }
+    }
+
+    console.log('\nDone!');
+  } catch (error) {
+    console.error('\nError:', error);
+  } finally {
+    rl.close();
+    await ch.close();
+    process.exit(0);
+  }
+}
+
+main();

packages/db/scripts/ch-update-sessions-with-revenue.ts

@@ -0,0 +1,96 @@
+import { TABLE_NAMES, ch } from '../src/clickhouse/client';
+import { clix } from '../src/clickhouse/query-builder';
+
+const START_DATE = new Date('2025-11-10T00:00:00Z');
+const END_DATE = new Date('2025-11-20T23:00:00Z');
+const SESSIONS_PER_HOUR = 2;
+
+// Revenue between $10 (1000 cents) and $200 (20000 cents)
+const MIN_REVENUE = 1000;
+const MAX_REVENUE = 20000;
+
+function getRandomRevenue() {
+  return (
+    Math.floor(Math.random() * (MAX_REVENUE - MIN_REVENUE + 1)) + MIN_REVENUE
+  );
+}
+
+async function main() {
+  console.log(
+    `Starting revenue update for sessions between ${START_DATE.toISOString()} and ${END_DATE.toISOString()}`,
+  );
+
+  let currentDate = new Date(START_DATE);
+
+  while (currentDate < END_DATE) {
+    const nextHour = new Date(currentDate.getTime() + 60 * 60 * 1000);
+    console.log(`Processing hour: ${currentDate.toISOString()}`);
+
+    // 1. Pick random sessions for this hour
+    const sessions = await clix(ch)
+      .from(TABLE_NAMES.sessions)
+      .select(['id'])
+      .where('created_at', '>=', currentDate)
+      .andWhere('created_at', '<', nextHour)
+      .where('project_id', '=', 'public-web')
+      .limit(SESSIONS_PER_HOUR)
+      .execute();
+
+    if (sessions.length === 0) {
+      console.log(`No sessions found for ${currentDate.toISOString()}`);
+      currentDate = nextHour;
+      continue;
+    }
+
+    const sessionIds = sessions.map((s: any) => s.id);
+    console.log(
+      `Found ${sessionIds.length} sessions to update: ${sessionIds.join(', ')}`,
+    );
+
+    // 2. Construct update query
+    // We want to assign a DIFFERENT random revenue to each session
+    // Query: ALTER TABLE sessions UPDATE revenue = if(id='id1', rev1, if(id='id2', rev2, ...)) WHERE id IN ('id1', 'id2', ...)
+
+    const updates: { id: string; revenue: number }[] = [];
+
+    for (const id of sessionIds) {
+      const revenue = getRandomRevenue();
+      updates.push({ id, revenue });
+    }
+
+    // Build nested if() for the update expression
+    // ClickHouse doesn't have CASE WHEN in UPDATE expression in the same way, but if() works.
+    // Actually multiIf is cleaner: multiIf(id='id1', rev1, id='id2', rev2, revenue)
+
+    const conditions = updates
+      .map((u) => `id = '${u.id}', ${u.revenue}`)
+      .join(', ');
+    const updateExpr = `multiIf(${conditions}, revenue)`;
+
+    const idsStr = sessionIds.map((id: string) => `'${id}'`).join(', ');
+    const query = `ALTER TABLE ${TABLE_NAMES.sessions} UPDATE revenue = ${updateExpr} WHERE id IN (${idsStr})`;
+
+    console.log(`Executing update: ${query}`);
+
+    try {
+      await ch.command({
+        query,
+      });
+      console.log('Update command sent.');
+
+      // Wait a bit to not overload mutations if running on a large range
+      await new Promise((resolve) => setTimeout(resolve, 500));
+    } catch (error) {
+      console.error('Failed to update sessions:', error);
+    }
+
+    currentDate = nextHour;
+  }
+
+  console.log('Done!');
+}
+
+main().catch((error) => {
+  console.error('Script failed:', error);
+  process.exit(1);
+});

packages/db/src/clickhouse/query-builder.ts

@@ -731,6 +731,7 @@ clix.toInterval = (node: string, interval: IInterval) => {
 };
 clix.toDate = (node: string, interval: IInterval) => {
   switch (interval) {
+    case 'day':
     case 'week':
     case 'month': {
       return `toDate(${node})`;

packages/db/src/engine/compute.ts

@@ -0,0 +1,216 @@
+import { round } from '@openpanel/common';
+import { alphabetIds } from '@openpanel/constants';
+import type { IChartFormula } from '@openpanel/validation';
+import * as mathjs from 'mathjs';
+import type { ConcreteSeries } from './types';
+
+/**
+ * Compute formula series from fetched event series
+ * Formulas reference event series using alphabet IDs (A, B, C, etc.)
+ */
+export function compute(
+  fetchedSeries: ConcreteSeries[],
+  definitions: Array<{
+    type: 'event' | 'formula';
+    id?: string;
+    formula?: string;
+  }>,
+): ConcreteSeries[] {
+  const results: ConcreteSeries[] = [...fetchedSeries];
+
+  // Process formulas in order (they can reference previous formulas)
+  definitions.forEach((definition, formulaIndex) => {
+    if (definition.type !== 'formula') {
+      return;
+    }
+
+    const formula = definition as IChartFormula;
+    if (!formula.formula) {
+      return;
+    }
+
+    // Group ALL series (events + previously computed formulas) by breakdown signature
+    // Series with the same breakdown values should be computed together
+    const seriesByBreakdown = new Map<string, ConcreteSeries[]>();
+
+    // Include both fetched event series AND previously computed formulas
+    const allSeries = [
+      ...fetchedSeries,
+      ...results.filter((s) => s.definitionIndex < formulaIndex),
+    ];
+
+    allSeries.forEach((serie) => {
+      // Create breakdown signature: skip first name part (event/formula name) and use breakdown values
+      // If name.length === 1, it means no breakdowns (just event name)
+      // If name.length > 1, name[0] is event name, name[1+] are breakdown values
+      const breakdownSignature =
+        serie.name.length > 1 ? serie.name.slice(1).join(':::') : '';
+
+      if (!seriesByBreakdown.has(breakdownSignature)) {
+        seriesByBreakdown.set(breakdownSignature, []);
+      }
+      seriesByBreakdown.get(breakdownSignature)!.push(serie);
+    });
+
+    // Compute formula for each breakdown group
+    for (const [breakdownSignature, breakdownSeries] of seriesByBreakdown) {
+      // Map series by their definition index for formula evaluation
+      const seriesByIndex = new Map<number, ConcreteSeries>();
+      breakdownSeries.forEach((serie) => {
+        seriesByIndex.set(serie.definitionIndex, serie);
+      });
+
+      // Get all unique dates across all series in this breakdown group
+      const allDates = new Set<string>();
+      breakdownSeries.forEach((serie) => {
+        serie.data.forEach((item) => {
+          allDates.add(item.date);
+        });
+      });
+
+      const sortedDates = Array.from(allDates).sort(
+        (a, b) => new Date(a).getTime() - new Date(b).getTime(),
+      );
+
+      // Calculate total_count for the formula using the same formula applied to input series' total_count values
+      // total_count is constant across all dates for a breakdown group, so compute it once
+      const totalCountScope: Record<string, number> = {};
+      definitions.slice(0, formulaIndex).forEach((depDef, depIndex) => {
+        const readableId = alphabetIds[depIndex];
+        if (!readableId) {
+          return;
+        }
+
+        // Find the series for this dependency in the current breakdown group
+        const depSeries = seriesByIndex.get(depIndex);
+        if (depSeries) {
+          // Get total_count from any data point (it's the same for all dates)
+          const totalCount = depSeries.data.find(
+            (d) => d.total_count != null,
+          )?.total_count;
+          totalCountScope[readableId] = totalCount ?? 0;
+        } else {
+          // Could be a formula from a previous breakdown group - find it in results
+          const formulaSerie = results.find(
+            (s) =>
+              s.definitionIndex === depIndex &&
+              'type' in s.definition &&
+              s.definition.type === 'formula' &&
+              s.name.slice(1).join(':::') === breakdownSignature,
+          );
+          if (formulaSerie) {
+            const totalCount = formulaSerie.data.find(
+              (d) => d.total_count != null,
+            )?.total_count;
+            totalCountScope[readableId] = totalCount ?? 0;
+          } else {
+            totalCountScope[readableId] = 0;
+          }
+        }
+      });
+
+      // Evaluate formula for total_count
+      let formulaTotalCount: number | undefined;
+      try {
+        const result = mathjs
+          .parse(formula.formula)
+          .compile()
+          .evaluate(totalCountScope) as number;
+        formulaTotalCount =
+          Number.isNaN(result) || !Number.isFinite(result)
+            ? undefined
+            : round(result, 2);
+      } catch (error) {
+        formulaTotalCount = undefined;
+      }
+
+      // Calculate formula for each date
+      const formulaData = sortedDates.map((date) => {
+        const scope: Record<string, number> = {};
+
+        // Build scope using alphabet IDs (A, B, C, etc.)
+        definitions.slice(0, formulaIndex).forEach((depDef, depIndex) => {
+          const readableId = alphabetIds[depIndex];
+          if (!readableId) {
+            return;
+          }
+
+          // Find the series for this dependency in the current breakdown group
+          const depSeries = seriesByIndex.get(depIndex);
+          if (depSeries) {
+            const dataPoint = depSeries.data.find((d) => d.date === date);
+            scope[readableId] = dataPoint?.count ?? 0;
+          } else {
+            // Could be a formula from a previous breakdown group - find it in results
+            // Match by definitionIndex AND breakdown signature
+            const formulaSerie = results.find(
+              (s) =>
+                s.definitionIndex === depIndex &&
+                'type' in s.definition &&
+                s.definition.type === 'formula' &&
+                s.name.slice(1).join(':::') === breakdownSignature,
+            );
+            if (formulaSerie) {
+              const dataPoint = formulaSerie.data.find((d) => d.date === date);
+              scope[readableId] = dataPoint?.count ?? 0;
+            } else {
+              scope[readableId] = 0;
+            }
+          }
+        });
+
+        // Evaluate formula
+        let count: number;
+        try {
+          count = mathjs
+            .parse(formula.formula)
+            .compile()
+            .evaluate(scope) as number;
+        } catch (error) {
+          count = 0;
+        }
+
+        return {
+          date,
+          count:
+            Number.isNaN(count) || !Number.isFinite(count)
+              ? 0
+              : round(count, 2),
+          total_count: formulaTotalCount,
+        };
+      });
+
+      // Create concrete series for this formula
+      const templateSerie = breakdownSeries[0]!;
+
+      // Extract breakdown values from template series name
+      // name[0] is event/formula name, name[1+] are breakdown values
+      const breakdownValues =
+        templateSerie.name.length > 1 ? templateSerie.name.slice(1) : [];
+
+      const formulaName =
+        breakdownValues.length > 0
+          ? [formula.displayName || formula.formula, ...breakdownValues]
+          : [formula.displayName || formula.formula];
+
+      const formulaSeries: ConcreteSeries = {
+        id: `formula-${formula.id ?? formulaIndex}-${breakdownSignature || 'default'}`,
+        definitionId:
+          formula.id ?? alphabetIds[formulaIndex] ?? `formula-${formulaIndex}`,
+        definitionIndex: formulaIndex,
+        name: formulaName,
+        context: {
+          filters: templateSerie.context.filters,
+          breakdownValue: templateSerie.context.breakdownValue,
+          breakdowns: templateSerie.context.breakdowns,
+        },
+        data: formulaData,
+        definition: formula,
+      };
+
+      results.push(formulaSeries);
+    }
+  });
+
+  return results;
+}

packages/db/src/engine/fetch.ts

@@ -0,0 +1,151 @@
+import type { ISerieDataItem } from '@openpanel/common';
+import { groupByLabels } from '@openpanel/common';
+import { alphabetIds } from '@openpanel/constants';
+import type { IGetChartDataInput } from '@openpanel/validation';
+import { chQuery } from '../clickhouse/client';
+import { getChartSql } from '../services/chart.service';
+import type { ConcreteSeries, Plan } from './types';
+
+/**
+ * Fetch data for all event series in the plan
+ * This handles breakdown expansion automatically via groupByLabels
+ */
+export async function fetch(plan: Plan): Promise<ConcreteSeries[]> {
+  const results: ConcreteSeries[] = [];
+
+  // Process each event definition
+  for (let i = 0; i < plan.definitions.length; i++) {
+    const definition = plan.definitions[i]!;
+
+    if (definition.type !== 'event') {
+      // Skip formulas - they'll be handled in compute stage
+      continue;
+    }
+
+    const event = definition as typeof definition & { type: 'event' };
+
+    // Find the corresponding concrete series placeholder
+    const placeholder = plan.concreteSeries.find(
+      (cs) => cs.definitionId === definition.id,
+    );
+
+    if (!placeholder) {
+      continue;
+    }
+
+    // Build query input
+    const queryInput: IGetChartDataInput = {
+      event: {
+        id: event.id,
+        name: event.name,
+        segment: event.segment,
+        filters: event.filters,
+        displayName: event.displayName,
+        property: event.property,
+      },
+      projectId: plan.input.projectId,
+      startDate: plan.input.startDate,
+      endDate: plan.input.endDate,
+      breakdowns: plan.input.breakdowns,
+      interval: plan.input.interval,
+      chartType: plan.input.chartType,
+      metric: plan.input.metric,
+      previous: plan.input.previous ?? false,
+      limit: plan.input.limit,
+      offset: plan.input.offset,
+      criteria: plan.input.criteria,
+      funnelGroup: plan.input.funnelGroup,
+      funnelWindow: plan.input.funnelWindow,
+    };
+
+    // Execute query
+    let queryResult = await chQuery<ISerieDataItem>(
+      getChartSql({ ...queryInput, timezone: plan.timezone }),
+      {
+        session_timezone: plan.timezone,
+      },
+    );
+
+    // Fallback: if no results with breakdowns, try without breakdowns
+    if (queryResult.length === 0 && plan.input.breakdowns.length > 0) {
+      queryResult = await chQuery<ISerieDataItem>(
+        getChartSql({
+          ...queryInput,
+          breakdowns: [],
+          timezone: plan.timezone,
+        }),
+        {
+          session_timezone: plan.timezone,
+        },
+      );
+    }
+
+    // Group by labels (handles breakdown expansion)
+    const groupedSeries = groupByLabels(queryResult);
+
+    // Create concrete series for each grouped result
+    groupedSeries.forEach((grouped) => {
+      // Extract breakdown value from name array
+      // If breakdowns exist, name[0] is event name, name[1+] are breakdown values
+      const breakdownValue =
+        plan.input.breakdowns.length > 0 && grouped.name.length > 1
+          ? grouped.name.slice(1).join(' - ')
+          : undefined;
+
+      // Build breakdowns object: { country: 'SE', path: '/ewoqmepwq' }
+      const breakdowns: Record<string, string> | undefined =
+        plan.input.breakdowns.length > 0 && grouped.name.length > 1
+          ? {}
+          : undefined;
+
+      if (breakdowns) {
+        plan.input.breakdowns.forEach((breakdown, idx) => {
+          const breakdownNamePart = grouped.name[idx + 1];
+          if (breakdownNamePart) {
+            breakdowns[breakdown.name] = breakdownNamePart;
+          }
+        });
+      }
+
+      // Build filters including breakdown value
+      const filters = [...event.filters];
+      if (breakdownValue && plan.input.breakdowns.length > 0) {
+        // Add breakdown filter
+        plan.input.breakdowns.forEach((breakdown, idx) => {
+          const breakdownNamePart = grouped.name[idx + 1];
+          if (breakdownNamePart) {
+            filters.push({
+              id: `breakdown-${idx}`,
+              name: breakdown.name,
+              operator: 'is',
+              value: [breakdownNamePart],
+            });
+          }
+        });
+      }
+
+      const concrete: ConcreteSeries = {
+        id: `${placeholder.id}-${grouped.name.join('-')}`,
+        definitionId: definition.id ?? alphabetIds[i] ?? `series-${i}`,
+        definitionIndex: i,
+        name: grouped.name,
+        context: {
+          event: event.name,
+          filters,
+          breakdownValue,
+          breakdowns,
+        },
+        data: grouped.data.map((item) => ({
+          date: item.date,
+          count: item.count,
+          total_count: item.total_count,
+        })),
+        definition,
+      };
+
+      results.push(concrete);
+    });
+  }
+
+  return results;
+}

packages/db/src/engine/format.ts

@@ -0,0 +1,145 @@
+import {
+  average,
+  getPreviousMetric,
+  max,
+  min,
+  round,
+  slug,
+  sum,
+} from '@openpanel/common';
+import { alphabetIds } from '@openpanel/constants';
+import type { FinalChart } from '@openpanel/validation';
+import type { ConcreteSeries } from './types';
+
+/**
+ * Format concrete series into FinalChart format (backward compatible)
+ * TODO: Migrate frontend to use cleaner ChartResponse format
+ */
+export function format(
+  concreteSeries: ConcreteSeries[],
+  definitions: Array<{
+    id?: string;
+    type: 'event' | 'formula';
+    displayName?: string;
+    formula?: string;
+    name?: string;
+  }>,
+  includeAlphaIds: boolean,
+  previousSeries: ConcreteSeries[] | null = null,
+  limit: number | undefined = undefined,
+): FinalChart {
+  const series = concreteSeries.map((cs) => {
+    // Find definition for this series
+    const definition = definitions[cs.definitionIndex];
+    const alphaId = includeAlphaIds
+      ? alphabetIds[cs.definitionIndex]
+      : undefined;
+
+    // Build display name with optional alpha ID
+    let displayName: string[];
+
+    // Replace the first name (which is the event name) with the display name if it exists
+    const names = cs.name.slice(0);
+    if (cs.definition.displayName) {
+      names.splice(0, 1, cs.definition.displayName);
+    }
+    // Add the alpha ID to the first name if it exists
+    if (alphaId) {
+      displayName = [`(${alphaId}) ${names[0]}`, ...names.slice(1)];
+    } else {
+      displayName = names;
+    }
+
+    // Calculate metrics for this series
+    const counts = cs.data.map((d) => d.count);
+    const metrics = {
+      sum: sum(counts),
+      average: round(average(counts), 2),
+      min: min(counts),
+      max: max(counts),
+      count: cs.data.find((item) => !!item.total_count)?.total_count,
+    };
+
+    // Build event object for compatibility
+    const eventName =
+      definition?.type === 'formula'
+        ? definition.displayName || definition.formula || 'Formula'
+        : definition?.name || cs.context.event || 'unknown';
+
+    // Find matching previous series
+    const previousSerie = previousSeries?.find(
+      (ps) =>
+        ps.definitionIndex === cs.definitionIndex &&
+        ps.name.slice(1).join(':::') === cs.name.slice(1).join(':::'),
+    );
+
+    return {
+      id: slug(cs.id),
+      names: displayName,
+      // TODO: Do we need this now?
+      event: {
+        id: definition?.id,
+        name: eventName,
+        breakdowns: cs.context.breakdowns,
+      },
+      metrics: {
+        ...metrics,
+        ...(previousSerie
+          ? {
+              previous: {
+                sum: getPreviousMetric(
+                  metrics.sum,
+                  sum(previousSerie.data.map((d) => d.count)),
+                ),
+                average: getPreviousMetric(
+                  metrics.average,
+                  round(average(previousSerie.data.map((d) => d.count)), 2),
+                ),
+                min: getPreviousMetric(
+                  metrics.min,
+                  min(previousSerie.data.map((d) => d.count)),
+                ),
+                max: getPreviousMetric(
+                  metrics.max,
+                  max(previousSerie.data.map((d) => d.count)),
+                ),
+                count: getPreviousMetric(
+                  metrics.count ?? 0,
+                  previousSerie.data.find((item) => !!item.total_count)
+                    ?.total_count ?? null,
+                ),
+              },
+            }
+          : {}),
+      },
+      data: cs.data.map((item, index) => ({
+        date: item.date,
+        count: item.count,
+        previous: previousSerie?.data[index]
+          ? getPreviousMetric(
+              item.count,
+              previousSerie.data[index]?.count ?? null,
+            )
+          : undefined,
+      })),
+    };
+  });
+
+  // Sort series by sum (biggest first)
+  series.sort((a, b) => b.metrics.sum - a.metrics.sum);
+
+  // Calculate global metrics
+  const allValues = concreteSeries.flatMap((cs) => cs.data.map((d) => d.count));
+  const globalMetrics = {
+    sum: sum(allValues),
+    average: round(average(allValues), 2),
+    min: min(allValues),
+    max: max(allValues),
+    count: undefined as number | undefined,
+  };
+
+  return {
+    series: limit ? series.slice(0, limit) : series,
+    metrics: globalMetrics,
+  };
+}

packages/db/src/engine/index.ts

@@ -0,0 +1,75 @@
+import { getPreviousMetric } from '@openpanel/common';
+
+import type { FinalChart, IChartInput } from '@openpanel/validation';
+import { getChartPrevStartEndDate } from '../services/chart.service';
+import {
+  getOrganizationSubscriptionChartEndDate,
+  getSettingsForProject,
+} from '../services/organization.service';
+import { compute } from './compute';
+import { fetch } from './fetch';
+import { format } from './format';
+import { normalize } from './normalize';
+import { plan } from './plan';
+import type { ConcreteSeries } from './types';
+
+/**
+ * Chart Engine - Main entry point
+ * Executes the pipeline: normalize -> plan -> fetch -> compute -> format
+ */
+export async function executeChart(input: IChartInput): Promise<FinalChart> {
+  // Stage 1: Normalize input
+  const normalized = await normalize(input);
+
+  // Handle subscription end date limit
+  const endDate = await getOrganizationSubscriptionChartEndDate(
+    input.projectId,
+    normalized.endDate,
+  );
+  if (endDate) {
+    normalized.endDate = endDate;
+  }
+
+  // Stage 2: Create execution plan
+  const executionPlan = await plan(normalized);
+
+  // Stage 3: Fetch data for event series (current period)
+  const fetchedSeries = await fetch(executionPlan);
+
+  // Stage 4: Compute formula series
+  const computedSeries = compute(fetchedSeries, executionPlan.definitions);
+
+  // Stage 5: Fetch previous period if requested
+  let previousSeries: ConcreteSeries[] | null = null;
+  if (input.previous) {
+    const currentPeriod = {
+      startDate: normalized.startDate,
+      endDate: normalized.endDate,
+    };
+    const previousPeriod = getChartPrevStartEndDate(currentPeriod);
+
+    const previousPlan = await plan({
+      ...normalized,
+      ...previousPeriod,
+    });
+
+    const previousFetched = await fetch(previousPlan);
+    previousSeries = compute(previousFetched, previousPlan.definitions);
+  }
+
+  // Stage 6: Format final output with previous period data
+  const includeAlphaIds = executionPlan.definitions.length > 1;
+  const response = format(
+    computedSeries,
+    executionPlan.definitions,
+    includeAlphaIds,
+    previousSeries,
+  );
+
+  return response;
+}
+
+// Export as ChartEngine for backward compatibility
+export const ChartEngine = {
+  execute: executeChart,
+};

packages/db/src/engine/normalize.ts

@@ -0,0 +1,66 @@
+import { alphabetIds } from '@openpanel/constants';
+import type {
+  IChartEvent,
+  IChartEventItem,
+  IChartInput,
+  IChartInputWithDates,
+} from '@openpanel/validation';
+import { getChartStartEndDate } from '../services/chart.service';
+import { getSettingsForProject } from '../services/organization.service';
+import type { SeriesDefinition } from './types';
+
+export type NormalizedInput = Awaited<ReturnType<typeof normalize>>;
+
+/**
+ * Normalize a chart input into a clean structure with dates and normalized series
+ */
+export async function normalize(
+  input: IChartInput,
+): Promise<IChartInputWithDates & { series: SeriesDefinition[] }> {
+  const { timezone } = await getSettingsForProject(input.projectId);
+  const { startDate, endDate } = getChartStartEndDate(
+    {
+      range: input.range,
+      startDate: input.startDate ?? undefined,
+      endDate: input.endDate ?? undefined,
+    },
+    timezone,
+  );
+
+  // Get series from input (handles both 'series' and 'events' fields)
+  // The schema preprocessing should have already converted 'events' to 'series', but handle both for safety
+  const rawSeries = (input as any).series ?? (input as any).events ?? [];
+
+  // Normalize each series item
+  const normalizedSeries: SeriesDefinition[] = rawSeries.map(
+    (item: any, index: number) => {
+      // If item already has type field, it's the new format
+      if (item && typeof item === 'object' && 'type' in item) {
+        return {
+          ...item,
+          id: item.id ?? alphabetIds[index] ?? `series-${index}`,
+        } as SeriesDefinition;
+      }
+
+      // Old format without type field - assume it's an event
+      const event = item as Partial<IChartEvent>;
+      return {
+        type: 'event',
+        id: event.id ?? alphabetIds[index] ?? `series-${index}`,
+        name: event.name || 'unknown_event',
+        segment: event.segment ?? 'event',
+        filters: event.filters ?? [],
+        displayName: event.displayName,
+        property: event.property,
+      } as SeriesDefinition;
+    },
+  );
+
+  return {
+    ...input,
+    series: normalizedSeries,
+    startDate,
+    endDate,
+  };
+}
+

packages/db/src/engine/plan.ts

@@ -0,0 +1,50 @@
+import { slug } from '@openpanel/common';
+import { alphabetIds } from '@openpanel/constants';
+import type { IChartEventItem } from '@openpanel/validation';
+import { getSettingsForProject } from '../services/organization.service';
+import type { NormalizedInput } from './normalize';
+import type { ConcreteSeries, Plan } from './types';
+
+/**
+ * Create an execution plan from normalized input
+ * This sets up ConcreteSeries placeholders - actual breakdown expansion happens during fetch
+ */
+export async function plan(normalized: NormalizedInput): Promise<Plan> {
+  const { timezone } = await getSettingsForProject(normalized.projectId);
+
+  const concreteSeries: ConcreteSeries[] = [];
+
+  // Create concrete series placeholders for each definition
+  normalized.series.forEach((definition, index) => {
+    if (definition.type === 'event') {
+      const event = definition as IChartEventItem & { type: 'event' };
+
+      // For events, create a placeholder
+      // If breakdowns exist, fetch will return multiple series (one per breakdown value)
+      // If no breakdowns, fetch will return one series
+      const concrete: ConcreteSeries = {
+        id: `${slug(event.name)}-${event.id ?? index}`,
+        definitionId: event.id ?? alphabetIds[index] ?? `series-${index}`,
+        definitionIndex: index,
+        name: [event.displayName || event.name],
+        context: {
+          event: event.name,
+          filters: [...event.filters],
+        },
+        data: [], // Will be populated by fetch stage
+        definition,
+      };
+      concreteSeries.push(concrete);
+    } else {
+      // For formulas, we'll create placeholders during compute stage
+      // Formulas depend on event series, so we skip them here
+    }
+  });
+
+  return {
+    concreteSeries,
+    definitions: normalized.series,
+    input: normalized,
+    timezone,
+  };
+}

packages/db/src/engine/types.ts

@@ -0,0 +1,85 @@
+import type {
+  IChartBreakdown,
+  IChartEvent,
+  IChartEventFilter,
+  IChartEventItem,
+  IChartFormula,
+  IChartInput,
+  IChartInputWithDates,
+} from '@openpanel/validation';
+
+/**
+ * Series Definition - The input representation of what the user wants
+ * This is what comes from the frontend (events or formulas)
+ */
+export type SeriesDefinition = IChartEventItem;
+
+/**
+ * Concrete Series - A resolved series that will be displayed as a line/bar on the chart
+ * When breakdowns exist, one SeriesDefinition can expand into multiple ConcreteSeries
+ */
+export type ConcreteSeries = {
+  id: string;
+  definitionId: string; // ID of the SeriesDefinition this came from
+  definitionIndex: number; // Index in the original series array (for A, B, C references)
+  name: string[]; // Display name parts: ["Session Start", "Chrome"] or ["Formula 1"]
+  
+  // Context for Drill-down / Profiles
+  // This contains everything needed to query 'who are these users?'
+  context: {
+    event?: string; // Event name (if this is an event series)
+    filters: IChartEventFilter[]; // All filters including breakdown value
+    breakdownValue?: string; // The breakdown value for this concrete series (deprecated, use breakdowns instead)
+    breakdowns?: Record<string, string>; // Breakdown keys and values: { country: 'SE', path: '/ewoqmepwq' }
+  };
+
+  // Data points for this series
+  data: Array<{
+    date: string;
+    count: number;
+    total_count?: number;
+  }>;
+
+  // The original definition (event or formula)
+  definition: SeriesDefinition;
+};
+
+/**
+ * Plan - The execution plan after normalization and expansion
+ */
+export type Plan = {
+  concreteSeries: ConcreteSeries[];
+  definitions: SeriesDefinition[];
+  input: IChartInputWithDates;
+  timezone: string;
+};
+
+/**
+ * Chart Response - The final output format
+ */
+export type ChartResponse = {
+  series: Array<{
+    id: string;
+    name: string[];
+    data: Array<{
+      date: string;
+      value: number;
+      previous?: number;
+    }>;
+    summary: {
+      total: number;
+      average: number;
+      min: number;
+      max: number;
+      count?: number;
+    };
+    context?: ConcreteSeries['context']; // Include context for drill-down
+  }>;
+  summary: {
+    total: number;
+    average: number;
+    min: number;
+    max: number;
+  };
+};
+

packages/db/src/services/chart.service.ts

@@ -155,7 +155,8 @@ export function getChartSql({
   }
 
   breakdowns.forEach((breakdown, index) => {
-    const key = `label_${index}`;
+    // Breakdowns start at label_1 (label_0 is reserved for event name)
+    const key = `label_${index + 1}`;
     sb.select[key] = `${getSelectPropertyKey(breakdown.name)} as ${key}`;
     sb.groupBy[key] = `${key}`;
   });
@@ -175,8 +176,8 @@ export function getChartSql({
 
   if (event.segment === 'property_sum' && event.property) {
     if (event.property === 'revenue') {
-      sb.select.count = `sum(revenue) as count`;
+      sb.select.count = 'sum(revenue) as count';
-      sb.where.property = `revenue > 0`;
+      sb.where.property = 'revenue > 0';
     } else {
       sb.select.count = `sum(toFloat64(${getSelectPropertyKey(event.property)})) as count`;
       sb.where.property = `${getSelectPropertyKey(event.property)} IS NOT NULL AND notEmpty(${getSelectPropertyKey(event.property)})`;
@@ -185,8 +186,8 @@ export function getChartSql({
 
   if (event.segment === 'property_average' && event.property) {
     if (event.property === 'revenue') {
-      sb.select.count = `avg(revenue) as count`;
+      sb.select.count = 'avg(revenue) as count';
-      sb.where.property = `revenue > 0`;
+      sb.where.property = 'revenue > 0';
     } else {
       sb.select.count = `avg(toFloat64(${getSelectPropertyKey(event.property)})) as count`;
       sb.where.property = `${getSelectPropertyKey(event.property)} IS NOT NULL AND notEmpty(${getSelectPropertyKey(event.property)})`;
@@ -195,8 +196,8 @@ export function getChartSql({
 
   if (event.segment === 'property_max' && event.property) {
     if (event.property === 'revenue') {
-      sb.select.count = `max(revenue) as count`;
+      sb.select.count = 'max(revenue) as count';
-      sb.where.property = `revenue > 0`;
+      sb.where.property = 'revenue > 0';
     } else {
       sb.select.count = `max(toFloat64(${getSelectPropertyKey(event.property)})) as count`;
       sb.where.property = `${getSelectPropertyKey(event.property)} IS NOT NULL AND notEmpty(${getSelectPropertyKey(event.property)})`;
@@ -205,8 +206,8 @@ export function getChartSql({
 
   if (event.segment === 'property_min' && event.property) {
     if (event.property === 'revenue') {
-      sb.select.count = `min(revenue) as count`;
+      sb.select.count = 'min(revenue) as count';
-      sb.where.property = `revenue > 0`;
+      sb.where.property = 'revenue > 0';
     } else {
       sb.select.count = `min(toFloat64(${getSelectPropertyKey(event.property)})) as count`;
       sb.where.property = `${getSelectPropertyKey(event.property)} IS NOT NULL AND notEmpty(${getSelectPropertyKey(event.property)})`;
@@ -230,14 +231,58 @@ export function getChartSql({
     return sql;
   }
 
-  // Add total unique count for user segment using a scalar subquery
+  // Build total_count calculation that accounts for breakdowns
-  if (event.segment === 'user') {
+  // When breakdowns exist, we need to calculate total_count per breakdown group
-    const totalUniqueSubquery = `(
+  if (breakdowns.length > 0) {
-      SELECT ${sb.select.count}
+    // Create a subquery that calculates total_count per breakdown group (without date grouping)
+    // Then reference it in the main query via JOIN
+    const breakdownSelects = breakdowns
+      .map((breakdown, index) => {
+        const key = `label_${index + 1}`;
+        const breakdownExpr = getSelectPropertyKey(breakdown.name);
+        return `${breakdownExpr} as ${key}`;
+      })
+      .join(', ');
+
+    // GROUP BY needs to use the actual expressions, not aliases
+    const breakdownGroupByExprs = breakdowns
+      .map((breakdown) => getSelectPropertyKey(breakdown.name))
+      .join(', ');
+
+    // Build the total_count subquery grouped only by breakdowns (no date)
+    // Extract the count expression without the alias (remove "as count")
+    const countExpression = sb.select.count.replace(/\s+as\s+count$/i, '');
+    const totalCountSubquery = `(
+      SELECT 
+        ${breakdownSelects},
+        ${countExpression} as total_count
       FROM ${sb.from}
       ${getJoins()}
       ${getWhere()}
-    )`;
+      GROUP BY ${breakdownGroupByExprs}
+    ) as total_counts`;
+
+    // Join the total_counts subquery to get total_count per breakdown
+    // Match on the breakdown column values
+    const joinConditions = breakdowns
+      .map((_, index) => {
+        const outerKey = `label_${index + 1}`;
+        return `${outerKey} = total_counts.label_${index + 1}`;
+      })
+      .join(' AND ');
+
+    sb.joins.total_counts = `LEFT JOIN ${totalCountSubquery} ON ${joinConditions}`;
+    // Use any() aggregate since total_count is the same for all rows in a breakdown group
+    sb.select.total_unique_count =
+      'any(total_counts.total_count) as total_count';
+  } else {
+    // No breakdowns - use a simple subquery for total count
+    const totalUniqueSubquery = `(
+        SELECT ${sb.select.count}
+        FROM ${sb.from}
+        ${getJoins()}
+        ${getWhere()}
+      )`;
     sb.select.total_unique_count = `${totalUniqueSubquery} as total_count`;
   }
 
@@ -509,12 +554,11 @@ export function getChartStartEndDate(
   }: Pick<IChartInput, 'endDate' | 'startDate' | 'range'>,
   timezone: string,
 ) {
-  const ranges = getDatesFromRange(range, timezone);
-
   if (startDate && endDate) {
     return { startDate: startDate, endDate: endDate };
   }
 
+  const ranges = getDatesFromRange(range, timezone);
   if (!startDate && endDate) {
     return { startDate: ranges.startDate, endDate: endDate };
   }

packages/db/src/services/conversion.service.ts

@@ -1,5 +1,5 @@
 import { NOT_SET_VALUE } from '@openpanel/constants';
-import type { IChartInput } from '@openpanel/validation';
+import type { IChartEvent, IChartInput } from '@openpanel/validation';
 import { omit } from 'ramda';
 import { TABLE_NAMES, ch } from '../clickhouse/client';
 import { clix } from '../clickhouse/query-builder';
@@ -7,6 +7,7 @@ import {
   getEventFiltersWhereClause,
   getSelectPropertyKey,
 } from './chart.service';
+import { onlyReportEvents } from './reports.service';
 
 export class ConversionService {
   constructor(private client: typeof ch) {}
@@ -17,8 +18,9 @@ export class ConversionService {
     endDate,
     funnelGroup,
     funnelWindow = 24,
-    events,
+    series,
     breakdowns = [],
+    limit,
     interval,
     timezone,
   }: Omit<IChartInput, 'range' | 'previous' | 'metric' | 'chartType'> & {
@@ -30,6 +32,8 @@ export class ConversionService {
     );
     const breakdownGroupBy = breakdowns.map((b, index) => `b_${index}`);
 
+    const events = onlyReportEvents(series);
+
     if (events.length !== 2) {
       throw new Error('events must be an array of two events');
     }
@@ -111,18 +115,20 @@ export class ConversionService {
     }
 
     const results = await query.execute();
-    return this.toSeries(results, breakdowns).map((serie, serieIndex) => {
+    return this.toSeries(results, breakdowns, limit).map(
-      return {
+      (serie, serieIndex) => {
-        ...serie,
+        return {
-        data: serie.data.map((d, index) => ({
+          ...serie,
-          ...d,
+          data: serie.data.map((d, index) => ({
-          timestamp: new Date(d.date).getTime(),
+            ...d,
-          serieIndex,
+            timestamp: new Date(d.date).getTime(),
-          index,
+            serieIndex,
-          serie: omit(['data'], serie),
+            index,
-        })),
+            serie: omit(['data'], serie),
-      };
+          })),
-    });
+        };
+      },
+    );
   }
 
   private toSeries(
@@ -134,6 +140,7 @@ export class ConversionService {
       [key: string]: string | number;
     }[],
     breakdowns: { name: string }[] = [],
+    limit: number | undefined = undefined,
   ) {
     if (!breakdowns.length) {
       return [
@@ -153,6 +160,10 @@ export class ConversionService {
     // Group by breakdown values
     const series = data.reduce(
       (acc, d) => {
+        if (limit && Object.keys(acc).length >= limit) {
+          return acc;
+        }
+
         const key =
           breakdowns.map((b, index) => d[`b_${index}`]).join('|') ||
           NOT_SET_VALUE;

packages/db/src/services/funnel.service.ts

@@ -1,5 +1,9 @@
 import { ifNaN } from '@openpanel/common';
-import type { IChartEvent, IChartInput } from '@openpanel/validation';
+import type {
+  IChartEvent,
+  IChartEventItem,
+  IChartInput,
+} from '@openpanel/validation';
 import { last, reverse, uniq } from 'ramda';
 import sqlstring from 'sqlstring';
 import { ch } from '../clickhouse/client';
@@ -10,17 +14,18 @@ import {
   getEventFiltersWhereClause,
   getSelectPropertyKey,
 } from './chart.service';
+import { onlyReportEvents } from './reports.service';
 
 export class FunnelService {
   constructor(private client: typeof ch) {}
 
-  private getFunnelGroup(group?: string) {
+  getFunnelGroup(group?: string): [string, string] {
     return group === 'profile_id'
       ? [`COALESCE(nullIf(s.pid, ''), profile_id)`, 'profile_id']
       : ['session_id', 'session_id'];
   }
 
-  private getFunnelConditions(events: IChartEvent[]) {
+  getFunnelConditions(events: IChartEvent[] = []): string[] {
     return events.map((event) => {
       const { sb, getWhere } = createSqlBuilder();
       sb.where = getEventFiltersWhereClause(event.filters);
@@ -29,6 +34,70 @@ export class FunnelService {
     });
   }
 
+  buildFunnelCte({
+    projectId,
+    startDate,
+    endDate,
+    eventSeries,
+    funnelWindowMilliseconds,
+    group,
+    timezone,
+    additionalSelects = [],
+    additionalGroupBy = [],
+  }: {
+    projectId: string;
+    startDate: string;
+    endDate: string;
+    eventSeries: IChartEvent[];
+    funnelWindowMilliseconds: number;
+    group: [string, string];
+    timezone: string;
+    additionalSelects?: string[];
+    additionalGroupBy?: string[];
+  }) {
+    const funnels = this.getFunnelConditions(eventSeries);
+
+    return clix(this.client, timezone)
+      .select([
+        `${group[0]} AS ${group[1]}`,
+        ...additionalSelects,
+        `windowFunnel(${funnelWindowMilliseconds}, 'strict_increase')(toUInt64(toUnixTimestamp64Milli(created_at)), ${funnels.join(', ')}) AS level`,
+      ])
+      .from(TABLE_NAMES.events, false)
+      .where('project_id', '=', projectId)
+      .where('created_at', 'BETWEEN', [
+        clix.datetime(startDate, 'toDateTime'),
+        clix.datetime(endDate, 'toDateTime'),
+      ])
+      .where(
+        'name',
+        'IN',
+        eventSeries.map((e) => e.name),
+      )
+      .groupBy([group[1], ...additionalGroupBy]);
+  }
+
+  buildSessionsCte({
+    projectId,
+    startDate,
+    endDate,
+    timezone,
+  }: {
+    projectId: string;
+    startDate: string;
+    endDate: string;
+    timezone: string;
+  }) {
+    return clix(this.client, timezone)
+      .select(['profile_id as pid', 'id as sid'])
+      .from(TABLE_NAMES.sessions)
+      .where('project_id', '=', projectId)
+      .where('created_at', 'BETWEEN', [
+        clix.datetime(startDate, 'toDateTime'),
+        clix.datetime(endDate, 'toDateTime'),
+      ]);
+  }
+
   private fillFunnel(
     funnel: { level: number; count: number }[],
     steps: number,
@@ -57,6 +126,7 @@ export class FunnelService {
   toSeries(
     funnel: { level: number; count: number; [key: string]: any }[],
     breakdowns: { name: string }[] = [],
+    limit: number | undefined = undefined,
   ) {
     if (!breakdowns.length) {
       return [
@@ -72,6 +142,10 @@ export class FunnelService {
     // Group by breakdown values
     const series = funnel.reduce(
       (acc, f) => {
+        if (limit && Object.keys(acc).length >= limit) {
+          return acc;
+        }
+
         const key = breakdowns.map((b, index) => f[`b_${index}`]).join('|');
         if (!acc[key]) {
           acc[key] = [];
@@ -110,51 +184,49 @@ export class FunnelService {
     projectId,
     startDate,
     endDate,
-    events,
+    series,
     funnelWindow = 24,
     funnelGroup,
     breakdowns = [],
+    limit,
     timezone = 'UTC',
-  }: IChartInput & { timezone: string }) {
+  }: IChartInput & { timezone: string; events?: IChartEvent[] }) {
     if (!startDate || !endDate) {
       throw new Error('startDate and endDate are required');
     }
 
-    if (events.length === 0) {
+    const eventSeries = onlyReportEvents(series);
+
+    if (eventSeries.length === 0) {
       throw new Error('events are required');
     }
 
     const funnelWindowSeconds = funnelWindow * 3600;
     const funnelWindowMilliseconds = funnelWindowSeconds * 1000;
     const group = this.getFunnelGroup(funnelGroup);
-    const funnels = this.getFunnelConditions(events);
+    const profileFilters = this.getProfileFilters(eventSeries);
-    const profileFilters = this.getProfileFilters(events);
     const anyFilterOnProfile = profileFilters.length > 0;
     const anyBreakdownOnProfile = breakdowns.some((b) =>
       b.name.startsWith('profile.'),
     );
 
     // Create the funnel CTE
-    const funnelCte = clix(this.client, timezone)
+    const breakdownSelects = breakdowns.map(
-      .select([
+      (b, index) => `${getSelectPropertyKey(b.name)} as b_${index}`,
-        `${group[0]} AS ${group[1]}`,
+    );
-        ...breakdowns.map(
+    const breakdownGroupBy = breakdowns.map((b, index) => `b_${index}`);
-          (b, index) => `${getSelectPropertyKey(b.name)} as b_${index}`,
+
-        ),
+    const funnelCte = this.buildFunnelCte({
-        `windowFunnel(${funnelWindowMilliseconds}, 'strict_increase')(toUInt64(toUnixTimestamp64Milli(created_at)), ${funnels.join(', ')}) AS level`,
+      projectId,
-      ])
+      startDate,
-      .from(TABLE_NAMES.events, false)
+      endDate,
-      .where('project_id', '=', projectId)
+      eventSeries,
-      .where('created_at', 'BETWEEN', [
+      funnelWindowMilliseconds,
-        clix.datetime(startDate, 'toDateTime'),
+      group,
-        clix.datetime(endDate, 'toDateTime'),
+      timezone,
-      ])
+      additionalSelects: breakdownSelects,
-      .where(
+      additionalGroupBy: breakdownGroupBy,
-        'name',
+    });
-        'IN',
-        events.map((e) => e.name),
-      )
-      .groupBy([group[1], ...breakdowns.map((b, index) => `b_${index}`)]);
 
     if (anyFilterOnProfile || anyBreakdownOnProfile) {
       funnelCte.leftJoin(
@@ -167,15 +239,12 @@ export class FunnelService {
     // Create the sessions CTE if needed
     const sessionsCte =
       group[0] !== 'session_id'
-        ? clix(this.client, timezone)
+        ? this.buildSessionsCte({
-            // Important to have unique field names to avoid ambiguity in the main query
+            projectId,
-            .select(['profile_id as pid', 'id as sid'])
+            startDate,
-            .from(TABLE_NAMES.sessions)
+            endDate,
-            .where('project_id', '=', projectId)
+            timezone,
-            .where('created_at', 'BETWEEN', [
+          })
-              clix.datetime(startDate, 'toDateTime'),
-              clix.datetime(endDate, 'toDateTime'),
-            ])
         : null;
 
     // Base funnel query with CTEs
@@ -204,11 +273,11 @@ export class FunnelService {
       .orderBy('level', 'DESC');
 
     const funnelData = await funnelQuery.execute();
-    const funnelSeries = this.toSeries(funnelData, breakdowns);
+    const funnelSeries = this.toSeries(funnelData, breakdowns, limit);
 
     return funnelSeries
       .map((data) => {
-        const maxLevel = events.length;
+        const maxLevel = eventSeries.length;
         const filledFunnelRes = this.fillFunnel(
           data.map((d) => ({ level: d.level, count: d.count })),
           maxLevel,
@@ -220,7 +289,7 @@ export class FunnelService {
             (acc, item, index, list) => {
               const prev = list[index - 1] ?? { count: totalSessions };
               const next = list[index + 1];
-              const event = events[item.level - 1]!;
+              const event = eventSeries[item.level - 1]!;
               return [
                 ...acc,
                 {

packages/db/src/services/reports.service.ts

@@ -5,19 +5,25 @@ import {
 } from '@openpanel/constants';
 import type {
   IChartBreakdown,
-  IChartEvent,
   IChartEventFilter,
+  IChartEventItem,
   IChartLineType,
   IChartProps,
   IChartRange,
   ICriteria,
 } from '@openpanel/validation';
 
-import { db } from '../prisma-client';
 import type { Report as DbReport, ReportLayout } from '../prisma-client';
+import { db } from '../prisma-client';
 
 export type IServiceReport = Awaited<ReturnType<typeof getReportById>>;
 
+export const onlyReportEvents = (
+  series: NonNullable<IServiceReport>['series'],
+) => {
+  return series.filter((item) => item.type === 'event');
+};
+
 export function transformFilter(
   filter: Partial<IChartEventFilter>,
   index: number,
@@ -31,17 +37,29 @@ export function transformFilter(
   };
 }
 
-export function transformReportEvent(
+export function transformReportEventItem(
-  event: Partial<IChartEvent>,
+  item: IChartEventItem,
   index: number,
-): IChartEvent {
+): IChartEventItem {
+  if (item.type === 'formula') {
+    // Transform formula
+    return {
+      type: 'formula',
+      id: item.id ?? alphabetIds[index]!,
+      formula: item.formula || '',
+      displayName: item.displayName,
+    };
+  }
+
+  // Transform event with type field
   return {
-    segment: event.segment ?? 'event',
+    type: 'event',
-    filters: (event.filters ?? []).map(transformFilter),
+    segment: item.segment ?? 'event',
-    id: event.id ?? alphabetIds[index]!,
+    filters: (item.filters ?? []).map(transformFilter),
-    name: event.name || 'unknown_event',
+    id: item.id ?? alphabetIds[index]!,
-    displayName: event.displayName,
+    name: item.name || 'unknown_event',
-    property: event.property,
+    displayName: item.displayName,
+    property: item.property,
   };
 }
 
@@ -51,7 +69,8 @@ export function transformReport(
   return {
     id: report.id,
     projectId: report.projectId,
-    events: (report.events as IChartEvent[]).map(transformReportEvent),
+    series:
+      (report.events as IChartEventItem[]).map(transformReportEventItem) ?? [],
     breakdowns: report.breakdowns as IChartBreakdown[],
     chartType: report.chartType,
     lineType: (report.lineType as IChartLineType) ?? lineTypes.monotone,

packages/trpc/src/routers/chart.helpers.test.ts

@@ -1,544 +0,0 @@
-import type { IChartEvent, IChartInput } from '@openpanel/validation';
-import { describe, expect, it } from 'vitest';
-import { withFormula } from './chart.helpers';
-
-// Helper to create a test event
-function createEvent(
-  id: string,
-  name: string,
-  displayName?: string,
-): IChartEvent {
-  return {
-    id,
-    name,
-    displayName: displayName ?? '',
-    segment: 'event',
-    filters: [],
-  };
-}
-
-const createChartInput = (
-  rest: Pick<IChartInput, 'events' | 'formula'>,
-): IChartInput => {
-  return {
-    metric: 'sum',
-    chartType: 'linear',
-    interval: 'day',
-    breakdowns: [],
-    projectId: '1',
-    startDate: '2025-01-01',
-    endDate: '2025-01-01',
-    range: '30d',
-    previous: false,
-    formula: '',
-    ...rest,
-  };
-};
-
-// Helper to create a test series
-function createSeries(
-  name: string[],
-  event: IChartEvent,
-  data: Array<{ date: string; count: number }>,
-) {
-  return {
-    name,
-    event,
-    data: data.map((d) => ({ ...d, total_count: d.count })),
-  };
-}
-
-describe('withFormula', () => {
-  describe('edge cases', () => {
-    it('should return series unchanged when formula is empty', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: '', events }),
-        series,
-      );
-
-      expect(result).toEqual(series);
-    });
-
-    it('should return series unchanged when series is empty', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const result = withFormula(
-        createChartInput({ formula: 'A*100', events }),
-        [],
-      );
-
-      expect(result).toEqual([]);
-    });
-
-    it('should return series unchanged when series has no data', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [{ name: ['event1'], event: events[0]!, data: [] }];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A*100', events }),
-        series,
-      );
-
-      expect(result).toEqual(series);
-    });
-  });
-
-  describe('single event, no breakdown', () => {
-    it('should apply simple multiplication formula', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-          { date: '2025-01-02', count: 20 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A*100', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(1);
-      expect(result[0]?.data).toEqual([
-        { date: '2025-01-01', count: 1000, total_count: 10 },
-        { date: '2025-01-02', count: 2000, total_count: 20 },
-      ]);
-    });
-
-    it('should apply addition formula', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 5 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A+10', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(15);
-    });
-
-    it('should handle division formula', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/10', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(10);
-    });
-
-    it('should handle NaN and Infinity by returning 0', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 0 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/0', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(0);
-    });
-  });
-
-  describe('single event, with breakdown', () => {
-    it('should apply formula to each breakdown group', () => {
-      const events = [createEvent('evt1', 'screen_view')];
-      const series = [
-        createSeries(['iOS'], events[0]!, [{ date: '2025-01-01', count: 10 }]),
-        createSeries(['Android'], events[0]!, [
-          { date: '2025-01-01', count: 20 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A*100', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      expect(result[0]?.name).toEqual(['iOS']);
-      expect(result[0]?.data[0]?.count).toBe(1000);
-      expect(result[1]?.name).toEqual(['Android']);
-      expect(result[1]?.data[0]?.count).toBe(2000);
-    });
-
-    it('should handle multiple breakdown values', () => {
-      const events = [createEvent('evt1', 'screen_view')];
-      const series = [
-        createSeries(['iOS', 'US'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-        createSeries(['Android', 'US'], events[0]!, [
-          { date: '2025-01-01', count: 20 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A*2', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      expect(result[0]?.name).toEqual(['iOS', 'US']);
-      expect(result[0]?.data[0]?.count).toBe(20);
-      expect(result[1]?.name).toEqual(['Android', 'US']);
-      expect(result[1]?.data[0]?.count).toBe(40);
-    });
-  });
-
-  describe('multiple events, no breakdown', () => {
-    it('should combine two events with division formula', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'session_start'),
-      ];
-      const series = [
-        createSeries(['screen_view'], events[0]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-        createSeries(['session_start'], events[1]!, [
-          { date: '2025-01-01', count: 50 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(1);
-      expect(result[0]?.data[0]?.count).toBe(2);
-    });
-
-    it('should combine two events with addition formula', () => {
-      const events = [
-        createEvent('evt1', 'event1'),
-        createEvent('evt2', 'event2'),
-      ];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-        createSeries(['event2'], events[1]!, [
-          { date: '2025-01-01', count: 20 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A+B', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(30);
-    });
-
-    it('should handle three events', () => {
-      const events = [
-        createEvent('evt1', 'event1'),
-        createEvent('evt2', 'event2'),
-        createEvent('evt3', 'event3'),
-      ];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-        createSeries(['event2'], events[1]!, [
-          { date: '2025-01-01', count: 20 },
-        ]),
-        createSeries(['event3'], events[2]!, [
-          { date: '2025-01-01', count: 30 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A+B+C', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(60);
-    });
-
-    it('should handle missing data points with 0', () => {
-      const events = [
-        createEvent('evt1', 'event1'),
-        createEvent('evt2', 'event2'),
-      ];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-          { date: '2025-01-02', count: 20 },
-        ]),
-        createSeries(['event2'], events[1]!, [
-          { date: '2025-01-01', count: 5 },
-          // Missing 2025-01-02
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A+B', events }),
-        series,
-      );
-
-      expect(result[0]?.data[0]?.count).toBe(15); // 10 + 5
-      expect(result[0]?.data[1]?.count).toBe(20); // 20 + 0 (missing)
-    });
-  });
-
-  describe('multiple events, with breakdown', () => {
-    it('should match series by breakdown values and apply formula', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'session_start'),
-      ];
-      const series = [
-        // iOS breakdown
-        createSeries(['iOS'], events[0]!, [{ date: '2025-01-01', count: 100 }]),
-        createSeries(['iOS'], events[1]!, [{ date: '2025-01-01', count: 50 }]),
-        // Android breakdown
-        createSeries(['Android'], events[0]!, [
-          { date: '2025-01-01', count: 200 },
-        ]),
-        createSeries(['Android'], events[1]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      // iOS: 100/50 = 2
-      expect(result[0]?.name).toEqual(['iOS']);
-      expect(result[0]?.data[0]?.count).toBe(2);
-      // Android: 200/100 = 2
-      expect(result[1]?.name).toEqual(['Android']);
-      expect(result[1]?.data[0]?.count).toBe(2);
-    });
-
-    it('should handle multiple breakdown values matching', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'session_start'),
-      ];
-      const series = [
-        createSeries(['iOS', 'US'], events[0]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-        createSeries(['iOS', 'US'], events[1]!, [
-          { date: '2025-01-01', count: 50 },
-        ]),
-        createSeries(['Android', 'US'], events[0]!, [
-          { date: '2025-01-01', count: 200 },
-        ]),
-        createSeries(['Android', 'US'], events[1]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      expect(result[0]?.name).toEqual(['iOS', 'US']);
-      expect(result[0]?.data[0]?.count).toBe(2);
-      expect(result[1]?.name).toEqual(['Android', 'US']);
-      expect(result[1]?.data[0]?.count).toBe(2);
-    });
-
-    it('should handle different date ranges across breakdown groups', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'session_start'),
-      ];
-      const series = [
-        createSeries(['iOS'], events[0]!, [
-          { date: '2025-01-01', count: 100 },
-          { date: '2025-01-02', count: 200 },
-        ]),
-        createSeries(['iOS'], events[1]!, [
-          { date: '2025-01-01', count: 50 },
-          { date: '2025-01-02', count: 100 },
-        ]),
-        createSeries(['Android'], events[0]!, [
-          { date: '2025-01-01', count: 300 },
-          // Missing 2025-01-02
-        ]),
-        createSeries(['Android'], events[1]!, [
-          { date: '2025-01-01', count: 150 },
-          { date: '2025-01-02', count: 200 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      // iOS group
-      expect(result[0]?.name).toEqual(['iOS']);
-      expect(result[0]?.data[0]?.count).toBe(2); // 100/50
-      expect(result[0]?.data[1]?.count).toBe(2); // 200/100
-      // Android group
-      expect(result[1]?.name).toEqual(['Android']);
-      expect(result[1]?.data[0]?.count).toBe(2); // 300/150
-      expect(result[1]?.data[1]?.count).toBe(0); // 0/200 = 0 (missing A)
-    });
-  });
-
-  describe('complex formulas', () => {
-    it('should handle complex expressions', () => {
-      const events = [
-        createEvent('evt1', 'event1'),
-        createEvent('evt2', 'event2'),
-        createEvent('evt3', 'event3'),
-      ];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-        createSeries(['event2'], events[1]!, [
-          { date: '2025-01-01', count: 20 },
-        ]),
-        createSeries(['event3'], events[2]!, [
-          { date: '2025-01-01', count: 30 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: '(A+B)*C', events }),
-        series,
-      );
-
-      // (10+20)*30 = 900
-      expect(result[0]?.data[0]?.count).toBe(900);
-    });
-
-    it('should handle percentage calculations', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'session_start'),
-      ];
-      const series = [
-        createSeries(['screen_view'], events[0]!, [
-          { date: '2025-01-01', count: 75 },
-        ]),
-        createSeries(['session_start'], events[1]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: '(A/B)*100', events }),
-        series,
-      );
-
-      // (75/100)*100 = 75
-      expect(result[0]?.data[0]?.count).toBe(75);
-    });
-  });
-
-  describe('error handling', () => {
-    it('should handle invalid formulas gracefully', () => {
-      const events = [createEvent('evt1', 'event1')];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'invalid formula', events }),
-        series,
-      );
-
-      // Should return 0 for invalid formulas
-      expect(result[0]?.data[0]?.count).toBe(0);
-    });
-
-    it('should handle division by zero', () => {
-      const events = [
-        createEvent('evt1', 'event1'),
-        createEvent('evt2', 'event2'),
-      ];
-      const series = [
-        createSeries(['event1'], events[0]!, [
-          { date: '2025-01-01', count: 10 },
-        ]),
-        createSeries(['event2'], events[1]!, [
-          { date: '2025-01-01', count: 0 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      // Division by zero should result in 0 (Infinity -> 0)
-      expect(result[0]?.data[0]?.count).toBe(0);
-    });
-  });
-
-  describe('real-world scenario: article hit ratio', () => {
-    it('should calculate hit ratio per article path', () => {
-      const events = [
-        createEvent('evt1', 'screen_view'),
-        createEvent('evt2', 'article_card_seen'),
-      ];
-      const series = [
-        // Article 1
-        createSeries(['/articles/1'], events[0]!, [
-          { date: '2025-01-01', count: 1000 },
-        ]),
-        createSeries(['/articles/1'], events[1]!, [
-          { date: '2025-01-01', count: 100 },
-        ]),
-        // Article 2
-        createSeries(['/articles/2'], events[0]!, [
-          { date: '2025-01-01', count: 500 },
-        ]),
-        createSeries(['/articles/2'], events[1]!, [
-          { date: '2025-01-01', count: 200 },
-        ]),
-      ];
-
-      const result = withFormula(
-        createChartInput({ formula: 'A/B', events }),
-        series,
-      );
-
-      expect(result).toHaveLength(2);
-      // Article 1: 1000/100 = 10
-      expect(result[0]?.name).toEqual(['/articles/1']);
-      expect(result[0]?.data[0]?.count).toBe(10);
-      // Article 2: 500/200 = 2.5
-      expect(result[1]?.name).toEqual(['/articles/2']);
-      expect(result[1]?.data[0]?.count).toBe(2.5);
-    });
-  });
-});

packages/trpc/src/routers/chart.helpers.ts

@@ -1,514 +0,0 @@
-import * as mathjs from 'mathjs';
-import { last, reverse } from 'ramda';
-import sqlstring from 'sqlstring';
-
-import type { ISerieDataItem } from '@openpanel/common';
-import {
-  average,
-  getPreviousMetric,
-  groupByLabels,
-  max,
-  min,
-  round,
-  slug,
-  sum,
-} from '@openpanel/common';
-import { alphabetIds } from '@openpanel/constants';
-import {
-  TABLE_NAMES,
-  chQuery,
-  createSqlBuilder,
-  formatClickhouseDate,
-  getChartPrevStartEndDate,
-  getChartSql,
-  getChartStartEndDate,
-  getEventFiltersWhereClause,
-  getOrganizationSubscriptionChartEndDate,
-  getSettingsForProject,
-} from '@openpanel/db';
-import type {
-  FinalChart,
-  IChartEvent,
-  IChartInput,
-  IChartInputWithDates,
-  IGetChartDataInput,
-} from '@openpanel/validation';
-
-export function withFormula(
-  { formula, events }: IChartInput,
-  series: Awaited<ReturnType<typeof getChartSerie>>,
-) {
-  if (!formula) {
-    return series;
-  }
-
-  if (!series || series.length === 0) {
-    return series;
-  }
-
-  if (!series[0]?.data) {
-    return series;
-  }
-
-  // Formulas always use alphabet IDs (A, B, C, etc.), not event IDs
-  // Group series by breakdown values (the name array)
-  // This allows us to match series from different events that have the same breakdown values
-
-  // Detect if we have breakdowns: when there are no breakdowns, name arrays contain event names
-  // When there are breakdowns, name arrays contain breakdown values (not event names)
-  const hasBreakdowns = series.some(
-    (serie) =>
-      serie.name.length > 0 &&
-      !events.some(
-        (event) =>
-          serie.name[0] === event.name || serie.name[0] === event.displayName,
-      ),
-  );
-
-  const seriesByBreakdown = new Map<string, typeof series>();
-
-  series.forEach((serie) => {
-    let breakdownKey: string;
-
-    if (hasBreakdowns) {
-      // With breakdowns: use the entire name array as the breakdown key
-      // The name array contains breakdown values (e.g., ["iOS"], ["Android"])
-      breakdownKey = serie.name.join(':::');
-    } else {
-      // Without breakdowns: group all series together regardless of event name
-      // This allows formulas to combine multiple events
-      breakdownKey = '';
-    }
-
-    if (!seriesByBreakdown.has(breakdownKey)) {
-      seriesByBreakdown.set(breakdownKey, []);
-    }
-    seriesByBreakdown.get(breakdownKey)!.push(serie);
-  });
-
-  // For each breakdown group, apply the formula
-  const result: typeof series = [];
-
-  for (const [breakdownKey, breakdownSeries] of seriesByBreakdown) {
-    // Group series by event to ensure we have one series per event
-    const seriesByEvent = new Map<string, (typeof series)[number]>();
-
-    breakdownSeries.forEach((serie) => {
-      const eventId = serie.event.id ?? serie.event.name;
-      // If we already have a series for this event in this breakdown group, skip it
-      // (shouldn't happen, but just in case)
-      if (!seriesByEvent.has(eventId)) {
-        seriesByEvent.set(eventId, serie);
-      }
-    });
-
-    // Get all unique dates across all series in this breakdown group
-    const allDates = new Set<string>();
-    breakdownSeries.forEach((serie) => {
-      serie.data.forEach((item) => {
-        allDates.add(item.date);
-      });
-    });
-
-    // Sort dates chronologically
-    const sortedDates = Array.from(allDates).sort(
-      (a, b) => new Date(a).getTime() - new Date(b).getTime(),
-    );
-
-    // Apply formula for each date, matching series by event index
-    const formulaData = sortedDates.map((date) => {
-      const scope: Record<string, number> = {};
-
-      // Build scope using alphabet IDs (A, B, C, etc.) for each event
-      // This matches how formulas are written (e.g., "A*100", "A/B", "A+B-C")
-      events.forEach((event, eventIndex) => {
-        const readableId = alphabetIds[eventIndex];
-        if (!readableId) {
-          throw new Error('no alphabet id for serie in withFormula');
-        }
-
-        // Find the series for this event in this breakdown group
-        const eventId = event.id ?? event.name;
-        const matchingSerie = seriesByEvent.get(eventId);
-
-        // Find the data point for this date
-        // If the series doesn't exist or the date is missing, use 0
-        const dataPoint = matchingSerie?.data.find((d) => d.date === date);
-        scope[readableId] = dataPoint?.count ?? 0;
-      });
-
-      // Evaluate the formula with the scope
-      let count: number;
-      try {
-        count = mathjs.parse(formula).compile().evaluate(scope) as number;
-      } catch (error) {
-        // If formula evaluation fails, return 0
-        count = 0;
-      }
-
-      return {
-        date,
-        count:
-          Number.isNaN(count) || !Number.isFinite(count) ? 0 : round(count, 2),
-        total_count: breakdownSeries[0]?.data.find((d) => d.date === date)
-          ?.total_count,
-      };
-    });
-
-    // Use the first series as a template, but replace its data with formula results
-    // Preserve the breakdown labels (name array) from the original series
-    const templateSerie = breakdownSeries[0]!;
-    result.push({
-      ...templateSerie,
-      data: formulaData,
-    });
-  }
-
-  return result;
-}
-
-function fillFunnel(funnel: { level: number; count: number }[], steps: number) {
-  const filled = Array.from({ length: steps }, (_, index) => {
-    const level = index + 1;
-    const matchingResult = funnel.find((res) => res.level === level);
-    return {
-      level,
-      count: matchingResult ? matchingResult.count : 0,
-    };
-  });
-
-  // Accumulate counts from top to bottom of the funnel
-  for (let i = filled.length - 1; i >= 0; i--) {
-    const step = filled[i];
-    const prevStep = filled[i + 1];
-    // If there's a previous step, add the count to the current step
-    if (step && prevStep) {
-      step.count += prevStep.count;
-    }
-  }
-  return filled.reverse();
-}
-
-export async function getFunnelData({
-  projectId,
-  startDate,
-  endDate,
-  ...payload
-}: IChartInput) {
-  const funnelWindow = (payload.funnelWindow || 24) * 3600;
-  const funnelGroup =
-    payload.funnelGroup === 'profile_id'
-      ? [`COALESCE(nullIf(s.profile_id, ''), e.profile_id)`, 'profile_id']
-      : ['session_id', 'session_id'];
-
-  if (!startDate || !endDate) {
-    throw new Error('startDate and endDate are required');
-  }
-
-  if (payload.events.length === 0) {
-    return {
-      totalSessions: 0,
-      steps: [],
-    };
-  }
-
-  const funnels = payload.events.map((event) => {
-    const { sb, getWhere } = createSqlBuilder();
-    sb.where = getEventFiltersWhereClause(event.filters);
-    sb.where.name = `name = ${sqlstring.escape(event.name)}`;
-    return getWhere().replace('WHERE ', '');
-  });
-
-  const commonWhere = `project_id = ${sqlstring.escape(projectId)} AND 
-    created_at >= '${formatClickhouseDate(startDate)}' AND 
-    created_at <= '${formatClickhouseDate(endDate)}'`;
-
-  const innerSql = `SELECT
-    ${funnelGroup[0]} AS ${funnelGroup[1]},
-    windowFunnel(${funnelWindow}, 'strict_increase')(toUnixTimestamp(created_at), ${funnels.join(', ')}) AS level
-  FROM ${TABLE_NAMES.events} e
-  ${funnelGroup[0] === 'session_id' ? '' : `LEFT JOIN (SELECT profile_id, id FROM sessions WHERE ${commonWhere}) AS s ON s.id = e.session_id`}
-  WHERE 
-    ${commonWhere} AND
-    name IN (${payload.events.map((event) => sqlstring.escape(event.name)).join(', ')})
-  GROUP BY ${funnelGroup[0]}`;
-
-  const sql = `SELECT level, count() AS count FROM (${innerSql}) WHERE level != 0 GROUP BY level ORDER BY level DESC`;
-
-  const funnel = await chQuery<{ level: number; count: number }>(sql);
-  const maxLevel = payload.events.length;
-  const filledFunnelRes = fillFunnel(funnel, maxLevel);
-
-  const totalSessions = last(filledFunnelRes)?.count ?? 0;
-  const steps = reverse(filledFunnelRes).reduce(
-    (acc, item, index, list) => {
-      const prev = list[index - 1] ?? { count: totalSessions };
-      const event = payload.events[item.level - 1]!;
-      return [
-        ...acc,
-        {
-          event: {
-            ...event,
-            displayName: event.displayName ?? event.name,
-          },
-          count: item.count,
-          percent: (item.count / totalSessions) * 100,
-          dropoffCount: prev.count - item.count,
-          dropoffPercent: 100 - (item.count / prev.count) * 100,
-          previousCount: prev.count,
-        },
-      ];
-    },
-    [] as {
-      event: IChartEvent & { displayName: string };
-      count: number;
-      percent: number;
-      dropoffCount: number;
-      dropoffPercent: number;
-      previousCount: number;
-    }[],
-  );
-
-  return {
-    totalSessions,
-    steps,
-  };
-}
-
-export async function getChartSerie(
-  payload: IGetChartDataInput,
-  timezone: string,
-) {
-  let result = await chQuery<ISerieDataItem>(
-    getChartSql({ ...payload, timezone }),
-    {
-      session_timezone: timezone,
-    },
-  );
-
-  if (result.length === 0 && payload.breakdowns.length > 0) {
-    result = await chQuery<ISerieDataItem>(
-      getChartSql({
-        ...payload,
-        breakdowns: [],
-        timezone,
-      }),
-      {
-        session_timezone: timezone,
-      },
-    );
-  }
-
-  return groupByLabels(result).map((serie) => {
-    return {
-      ...serie,
-      event: payload.event,
-    };
-  });
-}
-
-export type IGetChartSerie = Awaited<ReturnType<typeof getChartSeries>>[number];
-export async function getChartSeries(
-  input: IChartInputWithDates,
-  timezone: string,
-) {
-  const series = (
-    await Promise.all(
-      input.events.map(async (event) =>
-        getChartSerie(
-          {
-            ...input,
-            event,
-          },
-          timezone,
-        ),
-      ),
-    )
-  ).flat();
-
-  try {
-    return withFormula(input, series);
-  } catch (e) {
-    return series;
-  }
-}
-
-export async function getChart(input: IChartInput) {
-  const { timezone } = await getSettingsForProject(input.projectId);
-  const currentPeriod = getChartStartEndDate(input, timezone);
-  const previousPeriod = getChartPrevStartEndDate(currentPeriod);
-
-  const endDate = await getOrganizationSubscriptionChartEndDate(
-    input.projectId,
-    currentPeriod.endDate,
-  );
-
-  if (endDate) {
-    currentPeriod.endDate = endDate;
-  }
-
-  const promises = [getChartSeries({ ...input, ...currentPeriod }, timezone)];
-
-  if (input.previous) {
-    promises.push(
-      getChartSeries(
-        {
-          ...input,
-          ...previousPeriod,
-        },
-        timezone,
-      ),
-    );
-  }
-
-  const getSerieId = (serie: IGetChartSerie) =>
-    [slug(serie.name.join('-')), serie.event.id].filter(Boolean).join('-');
-  const result = await Promise.all(promises);
-  const series = result[0]!;
-  const previousSeries = result[1];
-  const limit = input.limit || 300;
-  const offset = input.offset || 0;
-  const includeEventAlphaId = input.events.length > 1;
-  const final: FinalChart = {
-    series: series.map((serie, index) => {
-      const eventIndex = input.events.findIndex(
-        (event) => event.id === serie.event.id,
-      );
-      const alphaId = alphabetIds[eventIndex];
-      const previousSerie = previousSeries?.find(
-        (prevSerie) => getSerieId(prevSerie) === getSerieId(serie),
-      );
-      const metrics = {
-        sum: sum(serie.data.map((item) => item.count)),
-        average: round(average(serie.data.map((item) => item.count)), 2),
-        min: min(serie.data.map((item) => item.count)),
-        max: max(serie.data.map((item) => item.count)),
-        count: serie.data[0]?.total_count, // We can grab any since all are the same
-      };
-      const event = {
-        id: serie.event.id,
-        name: serie.event.displayName || serie.event.name,
-      };
-
-      return {
-        id: getSerieId(serie),
-        names:
-          input.breakdowns.length === 0 && serie.event.displayName
-            ? [serie.event.displayName]
-            : includeEventAlphaId
-              ? [`(${alphaId}) ${serie.name[0]}`, ...serie.name.slice(1)]
-              : serie.name,
-        event,
-        metrics: {
-          ...metrics,
-          ...(input.previous
-            ? {
-                previous: {
-                  sum: getPreviousMetric(
-                    metrics.sum,
-                    previousSerie
-                      ? sum(previousSerie?.data.map((item) => item.count))
-                      : null,
-                  ),
-                  average: getPreviousMetric(
-                    metrics.average,
-                    previousSerie
-                      ? round(
-                          average(
-                            previousSerie?.data.map((item) => item.count),
-                          ),
-                          2,
-                        )
-                      : null,
-                  ),
-                  min: getPreviousMetric(
-                    metrics.sum,
-                    previousSerie
-                      ? min(previousSerie?.data.map((item) => item.count))
-                      : null,
-                  ),
-                  max: getPreviousMetric(
-                    metrics.sum,
-                    previousSerie
-                      ? max(previousSerie?.data.map((item) => item.count))
-                      : null,
-                  ),
-                  count: getPreviousMetric(
-                    metrics.count ?? 0,
-                    previousSerie?.data[0]?.total_count ?? null,
-                  ),
-                },
-              }
-            : {}),
-        },
-        data: serie.data.map((item, index) => ({
-          date: item.date,
-          count: item.count ?? 0,
-          previous: previousSerie?.data[index]
-            ? getPreviousMetric(
-                item.count ?? 0,
-                previousSerie?.data[index]?.count ?? null,
-              )
-            : undefined,
-        })),
-      };
-    }),
-    metrics: {
-      sum: 0,
-      average: 0,
-      min: 0,
-      max: 0,
-      count: undefined,
-    },
-  };
-
-  // Sort by sum
-  final.series = final.series
-    .sort((a, b) => {
-      if (input.chartType === 'linear') {
-        const sumA = a.data.reduce((acc, item) => acc + (item.count ?? 0), 0);
-        const sumB = b.data.reduce((acc, item) => acc + (item.count ?? 0), 0);
-        return sumB - sumA;
-      }
-      return (b.metrics[input.metric] ?? 0) - (a.metrics[input.metric] ?? 0);
-    })
-    .slice(offset, limit ? offset + limit : series.length);
-
-  final.metrics.sum = sum(final.series.map((item) => item.metrics.sum));
-  final.metrics.average = round(
-    average(final.series.map((item) => item.metrics.average)),
-    2,
-  );
-  final.metrics.min = min(final.series.map((item) => item.metrics.min));
-  final.metrics.max = max(final.series.map((item) => item.metrics.max));
-  if (input.previous) {
-    final.metrics.previous = {
-      sum: getPreviousMetric(
-        final.metrics.sum,
-        sum(final.series.map((item) => item.metrics.previous?.sum?.value ?? 0)),
-      ),
-      average: getPreviousMetric(
-        final.metrics.average,
-        round(
-          average(
-            final.series.map(
-              (item) => item.metrics.previous?.average?.value ?? 0,
-            ),
-          ),
-          2,
-        ),
-      ),
-      min: getPreviousMetric(
-        final.metrics.min,
-        min(final.series.map((item) => item.metrics.previous?.min?.value ?? 0)),
-      ),
-      max: getPreviousMetric(
-        final.metrics.max,
-        max(final.series.map((item) => item.metrics.previous?.max?.value ?? 0)),
-      ),
-      count: undefined,
-    };
-  }
-
-  return final;
-}

packages/trpc/src/routers/chart.ts

@@ -10,22 +10,32 @@ import {
   chQuery,
   clix,
   conversionService,
+  createSqlBuilder,
   db,
+  formatClickhouseDate,
   funnelService,
   getChartPrevStartEndDate,
   getChartStartEndDate,
+  getEventFiltersWhereClause,
   getEventMetasCached,
+  getProfilesCached,
   getSelectPropertyKey,
   getSettingsForProject,
+  onlyReportEvents,
 } from '@openpanel/db';
 import {
+  type IChartEvent,
+  zChartEvent,
+  zChartEventFilter,
   zChartInput,
+  zChartSeries,
   zCriteria,
   zRange,
   zTimeInterval,
 } from '@openpanel/validation';
 
 import { round } from '@openpanel/common';
+import { ChartEngine } from '@openpanel/db';
 import {
   differenceInDays,
   differenceInMonths,
@@ -40,7 +50,6 @@ import {
   protectedProcedure,
   publicProcedure,
 } from '../trpc';
-import { getChart } from './chart.helpers';
 
 function utc(date: string | Date) {
   if (typeof date === 'string') {
@@ -402,7 +411,8 @@ export const chartRouter = createTRPCRouter({
         }
       }
 
-      return getChart(input);
+      // Use new chart engine
+      return ChartEngine.execute(input);
     }),
   cohort: protectedProcedure
     .input(
@@ -532,6 +542,200 @@ export const chartRouter = createTRPCRouter({
 
       return processCohortData(cohortData, diffInterval);
     }),
+
+  getProfiles: protectedProcedure
+    .input(
+      z.object({
+        projectId: z.string(),
+        date: z.string().describe('The date for the data point (ISO string)'),
+        interval: zTimeInterval.default('day'),
+        series: zChartSeries,
+        breakdowns: z.record(z.string(), z.string()).optional(),
+      }),
+    )
+    .query(async ({ input }) => {
+      const { timezone } = await getSettingsForProject(input.projectId);
+      const { projectId, date, series } = input;
+      const limit = 100;
+      const serie = series[0];
+
+      if (!serie) {
+        throw new Error('Series not found');
+      }
+
+      if (serie.type !== 'event') {
+        throw new Error('Series must be an event');
+      }
+
+      // Build the date range for the specific interval bucket
+      const dateObj = new Date(date);
+      // Build query to get unique profile_ids for this time bucket
+      const { sb, getSql } = createSqlBuilder();
+
+      sb.select.profile_id = 'DISTINCT profile_id';
+      sb.where = getEventFiltersWhereClause(serie.filters);
+      sb.where.projectId = `project_id = ${sqlstring.escape(projectId)}`;
+      sb.where.dateRange = `${clix.toStartOf('created_at', input.interval)} = ${clix.toDate(sqlstring.escape(formatClickhouseDate(dateObj)), input.interval)}`;
+      if (serie.name !== '*') {
+        sb.where.eventName = `name = ${sqlstring.escape(serie.name)}`;
+      }
+
+      console.log('> breakdowns', input.breakdowns);
+      if (input.breakdowns) {
+        Object.entries(input.breakdowns).forEach(([key, value]) => {
+          sb.where[`breakdown_${key}`] = `${key} = ${sqlstring.escape(value)}`;
+        });
+      }
+
+      // // Handle breakdowns if provided
+      // const anyBreakdownOnProfile = breakdowns.some((breakdown) =>
+      //   breakdown.name.startsWith('profile.'),
+      // );
+      // const anyFilterOnProfile = [...event.filters, ...filters].some((filter) =>
+      //   filter.name.startsWith('profile.'),
+      // );
+
+      // if (anyFilterOnProfile || anyBreakdownOnProfile) {
+      //   sb.joins.profiles = `LEFT ANY JOIN (SELECT
+      //     id as "profile.id",
+      //     email as "profile.email",
+      //     first_name as "profile.first_name",
+      //     last_name as "profile.last_name",
+      //     properties as "profile.properties"
+      //   FROM ${TABLE_NAMES.profiles} FINAL WHERE project_id = ${sqlstring.escape(projectId)}) as profile on profile.id = profile_id`;
+      // }
+
+      // Apply breakdown filters if provided
+      // breakdowns.forEach((breakdown) => {
+      //   // This is simplified - in reality we'd need to match the breakdown value
+      //   // For now, we'll just get all profiles for the time bucket
+      // });
+
+      // Get unique profile IDs
+      const profileIds = await chQuery<{ profile_id: string }>(getSql());
+      if (profileIds.length === 0) {
+        return [];
+      }
+
+      // Fetch profile details
+      const ids = profileIds.map((p) => p.profile_id).filter(Boolean);
+      const profiles = await getProfilesCached(ids, projectId);
+
+      return profiles;
+    }),
+
+  getFunnelProfiles: protectedProcedure
+    .input(
+      z.object({
+        projectId: z.string(),
+        startDate: z.string().nullish(),
+        endDate: z.string().nullish(),
+        series: zChartSeries,
+        stepIndex: z.number().describe('0-based index of the funnel step'),
+        showDropoffs: z
+          .boolean()
+          .optional()
+          .default(false)
+          .describe(
+            'If true, show users who dropped off at this step. If false, show users who completed at least this step.',
+          ),
+        funnelWindow: z.number().optional(),
+        funnelGroup: z.string().optional(),
+        breakdowns: z.array(z.object({ name: z.string() })).optional(),
+        range: zRange,
+      }),
+    )
+    .query(async ({ input }) => {
+      const { timezone } = await getSettingsForProject(input.projectId);
+      const {
+        projectId,
+        series,
+        stepIndex,
+        showDropoffs = false,
+        funnelWindow,
+        funnelGroup,
+        breakdowns = [],
+      } = input;
+
+      const { startDate, endDate } = getChartStartEndDate(input, timezone);
+
+      // stepIndex is 0-based, but level is 1-based, so we need level >= stepIndex + 1
+      const targetLevel = stepIndex + 1;
+
+      const eventSeries = onlyReportEvents(series);
+
+      if (eventSeries.length === 0) {
+        throw new Error('At least one event series is required');
+      }
+
+      const funnelWindowSeconds = (funnelWindow || 24) * 3600;
+      const funnelWindowMilliseconds = funnelWindowSeconds * 1000;
+
+      // Use funnel service methods
+      const group = funnelService.getFunnelGroup(funnelGroup);
+
+      // Create sessions CTE if needed
+      const sessionsCte =
+        group[0] !== 'session_id'
+          ? funnelService.buildSessionsCte({
+              projectId,
+              startDate,
+              endDate,
+              timezone,
+            })
+          : null;
+
+      // Create funnel CTE using funnel service
+      const funnelCte = funnelService.buildFunnelCte({
+        projectId,
+        startDate,
+        endDate,
+        eventSeries: eventSeries as IChartEvent[],
+        funnelWindowMilliseconds,
+        group,
+        timezone,
+        additionalSelects: ['profile_id'],
+        additionalGroupBy: ['profile_id'],
+      });
+
+      // Build main query
+      const query = clix(ch, timezone);
+
+      if (sessionsCte) {
+        funnelCte.leftJoin('sessions s', 's.sid = events.session_id');
+        query.with('sessions', sessionsCte);
+      }
+
+      query.with('funnel', funnelCte);
+
+      // Get distinct profile IDs
+      query
+        .select(['DISTINCT profile_id'])
+        .from('funnel')
+        .where('level', '!=', 0);
+
+      if (showDropoffs) {
+        // Show users who dropped off at this step (completed this step but not the next)
+        query.where('level', '=', targetLevel);
+      } else {
+        // Show users who completed at least this step
+        query.where('level', '>=', targetLevel);
+      }
+
+      const profileIdsResult = (await query.execute()) as {
+        profile_id: string;
+      }[];
+
+      if (profileIdsResult.length === 0) {
+        return [];
+      }
+
+      // Fetch profile details
+      const ids = profileIdsResult.map((p) => p.profile_id).filter(Boolean);
+      const profiles = await getProfilesCached(ids, projectId);
+
+      return profiles;
+    }),
 });
 
 function processCohortData(

packages/trpc/src/routers/report.ts

@@ -46,7 +46,7 @@ export const reportRouter = createTRPCRouter({
           projectId: dashboard.projectId,
           dashboardId,
           name: report.name,
-          events: report.events,
+          events: report.series,
           interval: report.interval,
           breakdowns: report.breakdowns,
           chartType: report.chartType,
@@ -91,7 +91,7 @@ export const reportRouter = createTRPCRouter({
         },
         data: {
           name: report.name,
-          events: report.events,
+          events: report.series,
           interval: report.interval,
           breakdowns: report.breakdowns,
           chartType: report.chartType,

packages/validation/src/index.ts

@@ -57,12 +57,70 @@ export const zChartEvent = z.object({
     .default([])
     .describe('Filters applied specifically to this event'),
 });
+
+export const zChartFormula = z.object({
+  id: z
+    .string()
+    .optional()
+    .describe('Unique identifier for the formula configuration'),
+  type: z.literal('formula'),
+  formula: z.string().describe('The formula expression (e.g., A+B, A/B)'),
+  displayName: z
+    .string()
+    .optional()
+    .describe('A user-friendly name for display purposes'),
+});
+
+// Event with type field for discriminated union
+export const zChartEventWithType = zChartEvent.extend({
+  type: z.literal('event'),
+});
+
+export const zChartEventItem = z.discriminatedUnion('type', [
+  zChartEventWithType,
+  zChartFormula,
+]);
+
 export const zChartBreakdown = z.object({
   id: z.string().optional(),
   name: z.string(),
 });
 
-export const zChartEvents = z.array(zChartEvent);
+// Support both old format (array of events without type) and new format (array of event/formula items)
+// Preprocess to normalize: if item has 'type' field, use discriminated union; otherwise, add type: 'event'
+export const zChartSeries = z.preprocess((val) => {
+  if (!val) return val;
+  let processedVal = val;
+
+  // If the input is an object with numeric keys, convert it to an array
+  if (typeof val === 'object' && val !== null && !Array.isArray(val)) {
+    const keys = Object.keys(val).sort(
+      (a, b) => Number.parseInt(a) - Number.parseInt(b),
+    );
+    processedVal = keys.map((key) => (val as any)[key]);
+  }
+
+  if (!Array.isArray(processedVal)) return processedVal;
+
+  return processedVal.map((item: any) => {
+    // If item already has type field, return as-is
+    if (item && typeof item === 'object' && 'type' in item) {
+      return item;
+    }
+    // Otherwise, add type: 'event' for backward compatibility
+    if (item && typeof item === 'object' && 'name' in item) {
+      return { ...item, type: 'event' };
+    }
+    return item;
+  });
+}, z
+  .array(zChartEventItem)
+  .describe(
+    'Array of series (events or formulas) to be tracked and displayed in the chart',
+  ));
+
+// Keep zChartEvents as an alias for backward compatibility during migration
+export const zChartEvents = zChartSeries;
 export const zChartBreakdowns = z.array(zChartBreakdown);
 
 export const zChartType = z.enum(objectToZodEnums(chartTypes));
@@ -77,7 +135,7 @@ export const zRange = z.enum(objectToZodEnums(timeWindows));
 
 export const zCriteria = z.enum(['on_or_after', 'on']);
 
-export const zChartInput = z.object({
+export const zChartInputBase = z.object({
   chartType: zChartType
     .default('linear')
     .describe('What type of chart should be displayed'),
@@ -86,8 +144,8 @@ export const zChartInput = z.object({
     .describe(
       'The time interval for data aggregation (e.g., day, week, month)',
     ),
-  events: zChartEvents.describe(
+  series: zChartSeries.describe(
-    'Array of events to be tracked and displayed in the chart',
+    'Array of series (events or formulas) to be tracked and displayed in the chart',
   ),
   breakdowns: zChartBreakdowns
     .default([])
@@ -144,7 +202,15 @@ export const zChartInput = z.object({
     .describe('Time window in hours for funnel analysis'),
 });
 
-export const zReportInput = zChartInput.extend({
+export const zChartInput = z.preprocess((val) => {
+  if (val && typeof val === 'object' && 'events' in val && !('series' in val)) {
+    // Migrate old 'events' field to 'series'
+    return { ...val, series: val.events };
+  }
+  return val;
+}, zChartInputBase);
+
+export const zReportInput = zChartInputBase.extend({
   name: z.string().describe('The user-defined name for the report'),
   lineType: zLineType.describe('The visual style of the line in the chart'),
   unit: z

packages/validation/src/test.ts

@@ -0,0 +1,28 @@
+import { zChartEvents } from '.';
+
+const events = [
+  {
+    id: 'sAmT',
+    type: 'event',
+    name: 'session_end',
+    segment: 'event',
+    filters: [],
+  },
+  {
+    id: '5K2v',
+    type: 'event',
+    name: 'session_start',
+    segment: 'event',
+    filters: [],
+  },
+  {
+    id: 'lQiQ',
+    type: 'formula',
+    formula: 'A/B',
+    displayName: '',
+  },
+];
+
+const res = zChartEvents.safeParse(events);
+
+console.log(res);

packages/validation/src/types.validation.ts

@@ -1,11 +1,18 @@
 import type { z } from 'zod';
 
+export type UnionOmit<T, K extends keyof any> = T extends any
+  ? Omit<T, K>
+  : never;
+
 import type {
   zChartBreakdown,
   zChartEvent,
+  zChartEventItem,
   zChartEventSegment,
+  zChartFormula,
   zChartInput,
   zChartInputAI,
+  zChartSeries,
   zChartType,
   zCriteria,
   zLineType,
@@ -24,6 +31,11 @@ export type IChartProps = z.infer<typeof zReportInput> & {
   previousIndicatorInverted?: boolean;
 };
 export type IChartEvent = z.infer<typeof zChartEvent>;
+export type IChartFormula = z.infer<typeof zChartFormula>;
+export type IChartEventItem = z.infer<typeof zChartEventItem>;
+export type IChartSeries = z.infer<typeof zChartSeries>;
+// Backward compatibility alias
+export type IChartEvents = IChartSeries;
 export type IChartEventSegment = z.infer<typeof zChartEventSegment>;
 export type IChartEventFilter = IChartEvent['filters'][number];
 export type IChartEventFilterValue =
@@ -45,7 +57,7 @@ export type IGetChartDataInput = {
   projectId: string;
   startDate: string;
   endDate: string;
-} & Omit<IChartInput, 'events' | 'name' | 'startDate' | 'endDate' | 'range'>;
+} & Omit<IChartInput, 'series' | 'name' | 'startDate' | 'endDate' | 'range'>;
 export type ICriteria = z.infer<typeof zCriteria>;
 
 export type PreviousValue =
@@ -77,6 +89,7 @@ export type IChartSerie = {
   event: {
     id?: string;
     name: string;
+    breakdowns?: Record<string, string>;
   };
   metrics: Metrics;
   data: {

pnpm-lock.yaml

@@ -629,9 +629,6 @@ importers:
       lucide-react:
         specifier: ^0.476.0
         version: 0.476.0(react@19.1.1)
-      mathjs:
-        specifier: ^12.3.2
-        version: 12.3.2
       mitt:
         specifier: ^3.0.1
         version: 3.0.1
@@ -1071,6 +1068,9 @@ importers:
       jiti:
         specifier: ^2.4.1
         version: 2.4.1
+      mathjs:
+        specifier: ^12.3.2
+        version: 12.3.2
       prisma-json-types-generator:
         specifier: ^3.1.1
         version: 3.1.1(prisma@6.14.0(magicast@0.3.5)(typescript@5.9.3))(typescript@5.9.3)
@@ -10317,9 +10317,6 @@ packages:
   decimal.js-light@2.5.1:
     resolution: {integrity: sha512-qIMFpTMZmny+MMIitAB6D7iVPEorVw6YQRWkvarTkT4tBeSLLiHzcwj6q0MmYSFCiVpiqPJTJEYIrpcPzVEIvg==}
 
-  decimal.js@10.4.3:
-    resolution: {integrity: sha512-VBBaLc1MgL5XpzgIP7ny5Z6Nx3UrRkIViUkPUdtl9aya5amy3De1gsUUSB1g3+3sExYNjCAsAznmukyxCb1GRA==}
-
   decimal.js@10.6.0:
     resolution: {integrity: sha512-YpgQiITW3JXGntzdUmyUR1V812Hn8T1YVXhCu+wO3OpS4eU9l4YdD3qjyiKdV6mvV29zapkMeD390UVEf2lkUg==}
 
@@ -26295,8 +26292,6 @@ snapshots:
 
   decimal.js-light@2.5.1: {}
 
-  decimal.js@10.4.3: {}
-
   decimal.js@10.6.0: {}
 
   decode-named-character-reference@1.0.2:
@@ -29314,7 +29309,7 @@ snapshots:
     dependencies:
       '@babel/runtime': 7.23.9
       complex.js: 2.1.1
-      decimal.js: 10.4.3
+      decimal.js: 10.6.0
       escape-latex: 1.2.0
       fraction.js: 4.3.4
       javascript-natural-sort: 0.7.1