feature(dashboard): improved funnels

apps/dashboard/src/components/overview/overview-top-bots.tsx

@@ -30,45 +30,42 @@ const OverviewTopBots = ({ projectId }: Props) => {
 
   return (
     <>
-      <div className="-m-4">
+      <WidgetTable
-        <WidgetTable
+        className="max-w-full [&_td:first-child]:w-full [&_th]:text-sm [&_tr]:text-sm"
-          className="max-w-full [&_td:first-child]:w-full [&_th]:text-sm [&_tr]:text-sm"
+        data={data}
-          data={data}
+        keyExtractor={(item) => item.id}
-          keyExtractor={(item) => item.id}
+        columns={[
-          columns={[
+          {
-            {
+            name: 'Path',
-              name: 'Path',
+            render(item) {
-              render(item) {
+              return (
-                return (
+                <Tooltiper asChild content={item.path}>
-                  <Tooltiper asChild content={item.path}>
+                  <span className="w-full">{getPath(item.path)}</span>
-                    <span className="w-full">{getPath(item.path)}</span>
+                </Tooltiper>
+              );
+            },
+          },
+          {
+            name: 'Date',
+            render(item) {
+              return (
+                <div className="flex gap-2 whitespace-nowrap">
+                  <Tooltiper asChild content={`${item.type}`}>
+                    <div>{item.name}</div>
                   </Tooltiper>
-                );
+                  <Tooltiper
-              },
+                    asChild
+                    content={`${item.createdAt.toLocaleString()}`}
+                  >
+                    <div>{item.createdAt.toLocaleDateString()}</div>
+                  </Tooltiper>
+                </div>
+              );
             },
-            {
+          },
-              name: 'Date',
+        ]}
-              render(item) {
+      />
-                return (
-                  <div className="flex gap-2 whitespace-nowrap">
-                    <Tooltiper asChild content={`${item.type}`}>
-                      <div>{item.name}</div>
-                    </Tooltiper>
-                    <Tooltiper
-                      asChild
-                      content={`${item.createdAt.toLocaleString()}`}
-                    >
-                      <div>{item.createdAt.toLocaleDateString()}</div>
-                    </Tooltiper>
-                  </div>
-                );
-              },
-            },
-          ]}
-        />
-      </div>
       <Pagination
-        className="mt-4"
         cursor={cursor}
         setCursor={setCursor}
         count={count}

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

@@ -340,12 +340,11 @@ export default function OverviewTopDevices({
             ))}
           </WidgetButtons>
         </WidgetHead>
-        <WidgetBody>
+        <WidgetBody className="p-0">
           {query.isLoading ? (
-            <OverviewWidgetTableLoading className="-m-4" />
+            <OverviewWidgetTableLoading />
           ) : (
             <OverviewWidgetTableGeneric
-              className="-m-4"
               data={query.data ?? []}
               column={{
                 name: OVERVIEW_COLUMNS_NAME[widget.key],

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

@@ -79,12 +79,11 @@ export default function OverviewTopGeo({ projectId }: OverviewTopGeoProps) {
             ))}
           </WidgetButtons>
         </WidgetHead>
-        <WidgetBody>
+        <WidgetBody className="p-0">
           {query.isLoading ? (
-            <OverviewWidgetTableLoading className="-m-4" />
+            <OverviewWidgetTableLoading />
           ) : (
             <OverviewWidgetTableGeneric
-              className="-m-4"
               data={query.data ?? []}
               column={{
                 name: OVERVIEW_COLUMNS_NAME[widget.key],

apps/dashboard/src/components/overview/overview-top-pages.tsx

@@ -95,14 +95,13 @@ export default function OverviewTopPages({ projectId }: OverviewTopPagesProps) {
             ))}
           </WidgetButtons>
         </WidgetHead>
-        <WidgetBody>
+        <WidgetBody className="p-0">
           {query.isLoading ? (
-            <OverviewWidgetTableLoading className="-m-4" />
+            <OverviewWidgetTableLoading />
           ) : (
             <>
-              {/*<OverviewWidgetTableBots className="-m-4" data={data ?? []} />*/}
+              {/*<OverviewWidgetTableBots data={data ?? []} />*/}
               <OverviewWidgetTablePages
-                className="-m-4"
                 data={data ?? []}
                 lastColumnName={widget.meta.columns.sessions}
                 showDomain={!!domain}

apps/dashboard/src/components/overview/overview-top-sources.tsx

@@ -90,12 +90,11 @@ export default function OverviewTopSources({
             ))}
           </WidgetButtons>
         </WidgetHead>
-        <WidgetBody>
+        <WidgetBody className="p-0">
           {query.isLoading ? (
-            <OverviewWidgetTableLoading className="-m-4" />
+            <OverviewWidgetTableLoading />
           ) : (
             <OverviewWidgetTableGeneric
-              className="-m-4"
               data={query.data ?? []}
               column={{
                 name: OVERVIEW_COLUMNS_NAME[widget.key],

apps/dashboard/src/components/overview/overview-widget-table.tsx

@@ -25,7 +25,7 @@ export const OverviewWidgetTable = <T,>({
         data={data ?? []}
         keyExtractor={keyExtractor}
         className={'text-sm min-h-[358px] @container'}
-        columnClassName="px-2 group/row items-center"
+        columnClassName="group/row [&>*:first-child]:pl-4 [&>*:last-child]:pr-4 [&_th]:pt-3"
         eachRow={(item) => {
           return (
             <div className="absolute inset-0 !p-0">
@@ -43,11 +43,11 @@ export const OverviewWidgetTable = <T,>({
             ...column,
             className: cn(
               index === 0
-                ? 'w-full flex-1 font-medium min-w-0'
+                ? 'text-left w-full font-medium min-w-0'
-                : 'text-right justify-end row w-20 font-mono',
+                : 'text-right w-20 font-mono',
               index !== 0 &&
                 index !== columns.length - 1 &&
-                'hidden @[310px]:row',
+                'hidden @[310px]:table-cell',
               column.className,
             ),
           };

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

@@ -1,257 +1,390 @@
 'use client';
 
 import { ColorSquare } from '@/components/color-square';
-import { TooltipComplete } from '@/components/tooltip-complete';
-import { Progress } from '@/components/ui/progress';
 import type { RouterOutputs } from '@/trpc/client';
 import { cn } from '@/utils/cn';
-import { AlertCircleIcon } from 'lucide-react';
+import { ChevronRightIcon, InfoIcon } from 'lucide-react';
-import { last } from 'ramda';
 
-import { getPreviousMetric, round } from '@openpanel/common';
 import { alphabetIds } from '@openpanel/constants';
 
+import { createChartTooltip } from '@/components/charts/chart-tooltip';
+import { Tooltiper } from '@/components/ui/tooltip';
+import { WidgetTable } from '@/components/widget-table';
 import { useNumber } from '@/hooks/useNumerFormatter';
-import { PreviousDiffIndicator } from '../common/previous-diff-indicator';
+import { getChartColor } from '@/utils/theme';
-import { useReportChartContext } from '../context';
+import { getPreviousMetric } from '@openpanel/common';
-import { MetricCardNumber } from '../metric/metric-card';
+import {
-
+  CartesianGrid,
-const findMostDropoffs = (
+  Line,
-  steps: RouterOutputs['chart']['funnel']['current']['steps'],
+  LineChart,
-) => {
+  ResponsiveContainer,
-  return steps.reduce((acc, step) => {
+  XAxis,
-    if (step.dropoffCount > acc.dropoffCount) {
+  YAxis,
-      return step;
+} from 'recharts';
-    }
+import { useXAxisProps, useYAxisProps } from '../common/axis';
-    return acc;
+import { PreviousDiffIndicatorPure } from '../common/previous-diff-indicator';
-  });
-};
 
 type Props = {
-  data: RouterOutputs['chart']['funnel'];
+  data: {
+    current: RouterOutputs['chart']['funnel']['current'][number];
+    previous: RouterOutputs['chart']['funnel']['current'][number] | null;
+  };
 };
 
-export function Chart({
+const Metric = ({
+  label,
+  value,
+  enhancer,
+  className,
+}: {
+  label: string;
+  value: React.ReactNode;
+  enhancer?: React.ReactNode;
+  className?: string;
+}) => (
+  <div className={cn('gap-1 justify-between flex-1 col', className)}>
+    <div className="text-sm text-muted-foreground">{label}</div>
+    <div className="row items-center gap-2 justify-between">
+      <div className="font-mono font-semibold">{value}</div>
+      {enhancer && <div>{enhancer}</div>}
+    </div>
+  </div>
+);
+
+export function Summary({ data }: { data: RouterOutputs['chart']['funnel'] }) {
+  const number = useNumber();
+  const highestConversion = data.current
+    .slice(0)
+    .sort((a, b) => b.lastStep.percent - a.lastStep.percent)[0];
+  const highestCount = data.current
+    .slice(0)
+    .sort((a, b) => b.lastStep.count - a.lastStep.count)[0];
+  return (
+    <div className="grid grid-cols-2 gap-4">
+      {highestConversion && (
+        <div className="card row items-center p-4 py-3">
+          <Metric
+            label="Highest conversion rate"
+            value={
+              <ChartName breakdowns={highestConversion.breakdowns ?? []} />
+            }
+          />
+          <span className="text-xl font-semibold font-mono">
+            {number.formatWithUnit(
+              highestConversion.lastStep.percent / 100,
+              '%',
+            )}
+          </span>
+        </div>
+      )}
+      {highestCount && (
+        <div className="card row items-center p-4 py-3">
+          <Metric
+            label="Most conversions"
+            value={<ChartName breakdowns={highestCount.breakdowns ?? []} />}
+          />
+          <span className="text-xl font-semibold font-mono">
+            {number.format(highestCount.lastStep.count)}
+          </span>
+        </div>
+      )}
+    </div>
+  );
+}
+
+function ChartName({
+  breakdowns,
+  className,
+}: { breakdowns: string[]; className?: string }) {
+  return (
+    <div className={cn('flex items-center gap-2 font-medium', className)}>
+      {breakdowns.map((name, index) => {
+        return (
+          <>
+            {index !== 0 && <ChevronRightIcon className="size-3" />}
+            <span key={name}>{name}</span>
+          </>
+        );
+      })}
+    </div>
+  );
+}
+
+export function Tables({
   data: {
-    current: { steps, totalSessions },
+    current: { steps, mostDropoffsStep, lastStep, breakdowns },
     previous,
   },
 }: Props) {
   const number = useNumber();
-  const { isEditMode } = useReportChartContext();
+  const hasHeader = breakdowns.length > 0;
-  const mostDropoffs = findMostDropoffs(steps);
-  const lastStep = last(steps)!;
-  const prevLastStep = previous?.steps ? last(previous.steps) : null;
-
   return (
-    <div className={cn('col gap-4 @container', isEditMode ? 'card' : '-m-4')}>
+    <div className={cn('col @container divide-y divide-border card')}>
-      <div
+      {hasHeader && <ChartName breakdowns={breakdowns} className="p-4 py-3" />}
-        className={cn(
+      <div className={cn('bg-def-100', !hasHeader && 'rounded-t-md')}>
-          'border-b border-border bg-def-100',
+        <div className="col max-md:divide-y md:row md:items-center md:divide-x divide-border">
-          isEditMode && 'rounded-t-md',
+          <Metric
-        )}
+            className="p-4 py-3"
-      >
+            label="Conversion"
-        <div className="flex items-center gap-8 p-4 px-8">
+            value={number.formatWithUnit(lastStep?.percent / 100, '%')}
-          <MetricCardNumber
-            className="flex-1"
-            label="Converted"
-            value={lastStep.count}
             enhancer={
-              <PreviousDiffIndicator
+              previous && (
-                size="md"
+                <PreviousDiffIndicatorPure
-                {...getPreviousMetric(lastStep.count, prevLastStep?.count)}
+                  {...getPreviousMetric(
-              />
+                    lastStep?.percent,
+                    previous.lastStep?.percent,
+                  )}
+                />
+              )
             }
           />
-          <MetricCardNumber
+          <Metric
-            className="flex-1"
+            className="p-4 py-3"
-            label="Percent"
+            label="Completed"
-            value={`${totalSessions ? round((lastStep.count / totalSessions) * 100, 2) : 0}%`}
+            value={number.format(lastStep?.count)}
             enhancer={
-              <PreviousDiffIndicator
+              previous && (
-                size="md"
+                <PreviousDiffIndicatorPure
-                {...getPreviousMetric(lastStep.count, prevLastStep?.count)}
+                  {...getPreviousMetric(
-              />
+                    lastStep?.count,
-            }
+                    previous.lastStep?.count,
-          />
+                  )}
-          <MetricCardNumber
+                />
-            className="flex-1"
+              )
-            label="Most dropoffs"
-            value={mostDropoffs.event.displayName}
-            enhancer={
-              <PreviousDiffIndicator
-                size="md"
-                {...getPreviousMetric(lastStep.count, prevLastStep?.count)}
-              />
             }
           />
+          {!!mostDropoffsStep && (
+            <Metric
+              className="p-4 py-3"
+              label="Most dropoffs after"
+              value={mostDropoffsStep?.event?.displayName}
+              enhancer={
+                <Tooltiper
+                  tooltipClassName="max-w-xs"
+                  content={
+                    <span>
+                      <span className="font-semibold">
+                        {mostDropoffsStep?.dropoffCount}
+                      </span>{' '}
+                      dropped after this event. Improve this step and your
+                      conversion rate will likely increase.
+                    </span>
+                  }
+                >
+                  <InfoIcon className="size-3" />
+                </Tooltiper>
+              }
+            />
+          )}
         </div>
       </div>
       <div className="col divide-y divide-def-200">
-        {steps.map((step, index) => {
+        <WidgetTable
-          const percent = (step.count / totalSessions) * 100;
+          data={steps}
-          const isMostDropoffs = mostDropoffs.event.id === step.event.id;
+          keyExtractor={(item) => item.event.id!}
-          return (
+          className={'text-sm @container'}
-            <div
+          columnClassName="px-2 group/row items-center"
-              key={step.event.id}
+          eachRow={(item, index) => {
-              className="col gap-12 px-4 py-4 @2xl:flex-row @2xl:px-8"
+            return (
-            >
+              <div className="absolute inset-px !p-0">
-              <div className="relative flex flex-1 flex-col gap-2 pl-8">
+                <div
-                <ColorSquare className="absolute left-0 top-0.5">
+                  className={cn(
-                  {alphabetIds[index]}
+                    'h-full bg-def-300 group-hover/row:bg-blue-200 dark:group-hover/row:bg-blue-900 transition-colors relative',
-                </ColorSquare>
+                    item.isHighestDropoff && [
-                <div className="font-semibold mt-1">
+                      'bg-red-500/20',
-                  {step.event.displayName}
+                      'group-hover/row:bg-red-500/70',
-                </div>
+                    ],
-                <div className="grid grid-cols-4 max-w-lg gap-8 text-sm">
+                    index === steps.length - 1 && 'rounded-bl-sm',
-                  <TooltipComplete
+                  )}
-                    disabled={!previous?.steps?.[index]}
+                  style={{
-                    content={
+                    width: `${item.percent}%`,
-                      <div className="flex items-center gap-2">
+                  }}
-                        <span>
+                />
-                          Last period:{' '}
-                          <span className="font-mono">
-                            {number.format(
-                              previous?.steps?.[index]?.previousCount,
-                            )}
-                          </span>
-                        </span>
-                        <PreviousDiffIndicator
-                          {...getPreviousMetric(
-                            step.previousCount,
-                            previous?.steps?.[index]?.previousCount,
-                          )}
-                        />
-                      </div>
-                    }
-                  >
-                    <div className="col gap-2">
-                      <span className="text-xs text-muted-foreground">
-                        Total:
-                      </span>
-                      <div className="flex items-center gap-4">
-                        <span className="text-lg font-mono">
-                          {number.format(step.previousCount)}
-                        </span>
-                      </div>
-                    </div>
-                  </TooltipComplete>
-                  <TooltipComplete
-                    disabled={!previous?.steps?.[index]}
-                    content={
-                      <div className="flex items-center gap-2">
-                        <span>
-                          Last period:{' '}
-                          <span className="font-mono">
-                            {number.format(
-                              previous?.steps?.[index]?.dropoffCount,
-                            )}
-                          </span>
-                        </span>
-                        <PreviousDiffIndicator
-                          inverted
-                          {...getPreviousMetric(
-                            step.dropoffCount,
-                            previous?.steps?.[index]?.dropoffCount,
-                          )}
-                        />
-                      </div>
-                    }
-                  >
-                    <div className="col gap-2">
-                      <span className="text-xs text-muted-foreground">
-                        Dropoff:
-                      </span>
-                      <div className="flex items-center gap-4">
-                        <span
-                          className={cn(
-                            'flex items-center gap-1 text-lg font-mono',
-                            isMostDropoffs && 'text-rose-500',
-                          )}
-                        >
-                          {isMostDropoffs && <AlertCircleIcon size={14} />}
-                          {number.format(step.dropoffCount)}
-                        </span>
-                      </div>
-                    </div>
-                  </TooltipComplete>
-                  <TooltipComplete
-                    disabled={!previous?.steps?.[index]}
-                    content={
-                      <div className="flex items-center gap-2">
-                        <span>
-                          Last period:{' '}
-                          <span className="font-mono">
-                            {number.format(previous?.steps?.[index]?.count)}
-                          </span>
-                        </span>
-                        <PreviousDiffIndicator
-                          {...getPreviousMetric(
-                            step.count,
-                            previous?.steps?.[index]?.count,
-                          )}
-                        />
-                      </div>
-                    }
-                  >
-                    <div className="col gap-2">
-                      <span className="text-xs text-muted-foreground">
-                        Current:
-                      </span>
-                      <div className="flex items-center gap-4">
-                        <span className="text-lg font-mono">
-                          {number.format(step.count)}
-                        </span>
-                      </div>
-                    </div>
-                  </TooltipComplete>
-                  <TooltipComplete
-                    disabled={!previous?.steps?.[index]}
-                    content={
-                      <div className="flex items-center gap-2">
-                        <span>
-                          Last period:{' '}
-                          <span className="font-mono">
-                            {number.format(previous?.steps?.[index]?.count)}
-                          </span>
-                        </span>
-                        <PreviousDiffIndicator
-                          {...getPreviousMetric(
-                            step.count,
-                            previous?.steps?.[index]?.count,
-                          )}
-                        />
-                      </div>
-                    }
-                  >
-                    <div className="col gap-2">
-                      <span className="text-xs text-muted-foreground">
-                        Percent:
-                      </span>
-                      <div className="flex items-center gap-4">
-                        <span className="text-lg font-mono">
-                          {Number.isNaN(percent) ? 0 : round(percent, 2)}%
-                        </span>
-                      </div>
-                    </div>
-                  </TooltipComplete>
-                </div>
               </div>
-              <Progress
+            );
-                size="lg"
+          }}
-                className={cn(
+          columns={[
-                  'w-full @2xl:w-1/4 text-white bg-def-200 mt-0.5 dark:text-black',
+            {
-                )}
+              name: 'Event',
-                innerClassName={cn(
+              render: (item, index) => (
-                  'bg-primary',
+                <div className="row items-center gap-2 row min-w-0 relative">
-                  step.event.id === mostDropoffs.event.id && 'bg-rose-500',
+                  <ColorSquare>{alphabetIds[index]}</ColorSquare>
-                )}
+                  <span className="truncate">{item.event.displayName}</span>
-                value={percent}
+                </div>
-              />
+              ),
-            </div>
+              className: 'text-left font-mono font-semibold',
-          );
+            },
-        })}
+            {
+              name: 'Completed',
+              render: (item) => number.format(item.count),
+              className: 'text-right font-mono',
+            },
+            {
+              name: 'Dropped after',
+              render: (item) =>
+                item.dropoffCount !== null && item.dropoffPercent !== null
+                  ? number.format(item.dropoffCount)
+                  : null,
+              className: 'text-right font-mono',
+            },
+            {
+              name: 'Conversion',
+              render: (item) => number.formatWithUnit(item.percent / 100, '%'),
+              className: 'text-right font-mono font-semibold',
+            },
+          ]}
+        />
       </div>
     </div>
   );
 }
+
+type RechartData = {
+  name: string;
+  [key: `step:percent:${number}`]: number | null;
+  [key: `step:data:${number}`]:
+    | (RouterOutputs['chart']['funnel']['current'][number] & {
+        step: RouterOutputs['chart']['funnel']['current'][number]['steps'][number];
+      })
+    | null;
+  [key: `prev_step:percent:${number}`]: number | null;
+  [key: `prev_step:data:${number}`]:
+    | (RouterOutputs['chart']['funnel']['current'][number] & {
+        step: RouterOutputs['chart']['funnel']['current'][number]['steps'][number];
+      })
+    | null;
+};
+
+const useRechartData = ({
+  current,
+  previous,
+}: RouterOutputs['chart']['funnel']): RechartData[] => {
+  const firstFunnel = current[0];
+  return (
+    firstFunnel?.steps.map((step, stepIndex) => {
+      return {
+        name: step?.event.displayName ?? '',
+        ...current.reduce((acc, item, index) => {
+          const diff = previous?.[index];
+          return {
+            ...acc,
+            [`step:percent:${index}`]: item.steps[stepIndex]?.percent ?? null,
+            [`step:data:${index}`]:
+              {
+                ...item,
+                step: item.steps[stepIndex],
+              } ?? null,
+            [`prev_step:percent:${index}`]:
+              diff?.steps[stepIndex]?.percent ?? null,
+            [`prev_step:data:${index}`]: diff
+              ? {
+                  ...diff,
+                  step: diff?.steps?.[stepIndex],
+                }
+              : null,
+          };
+        }, {}),
+      };
+    }) ?? []
+  );
+};
+
+export function Chart({ data }: { data: RouterOutputs['chart']['funnel'] }) {
+  const rechartData = useRechartData(data);
+  const xAxisProps = useXAxisProps();
+  const yAxisProps = useYAxisProps();
+
+  return (
+    <TooltipProvider data={data.current}>
+      <div className="aspect-video max-h-[100px] w-full p-4 card pb-1">
+        <ResponsiveContainer>
+          <LineChart data={rechartData}>
+            <CartesianGrid
+              strokeDasharray="3 3"
+              horizontal={true}
+              vertical={true}
+              className="stroke-border"
+            />
+            <XAxis
+              {...xAxisProps}
+              dataKey="name"
+              allowDuplicatedCategory={false}
+              type={'category'}
+              scale="auto"
+              domain={undefined}
+              interval="preserveStartEnd"
+              tickSize={0}
+              tickMargin={4}
+            />
+            <YAxis {...yAxisProps} />
+            {data.current.map((item, index) => (
+              <Line
+                stroke={getChartColor(index)}
+                key={`step:percent:${item.id}`}
+                dataKey={`step:percent:${index}`}
+                type="linear"
+                strokeWidth={2}
+              />
+            ))}
+            <Tooltip />
+          </LineChart>
+        </ResponsiveContainer>
+      </div>
+    </TooltipProvider>
+  );
+}
+
+const { Tooltip, TooltipProvider } = createChartTooltip<
+  RechartData,
+  Record<string, unknown>
+>(({ data }) => {
+  const number = useNumber();
+  const variants = Object.keys(data).filter((key) =>
+    key.startsWith('step:data:'),
+  ) as `step:data:${number}`[];
+
+  return (
+    <>
+      <div className="flex justify-between gap-8 text-muted-foreground">
+        <div>{data.name}</div>
+      </div>
+      {variants.map((key, index) => {
+        const variant = data[key];
+        const prevVariant = data[`prev_${key}`];
+        if (!variant?.step) {
+          return null;
+        }
+        return (
+          <div className="row gap-2" key={key}>
+            <div
+              className="w-[3px] rounded-full"
+              style={{ background: getChartColor(index) }}
+            />
+            <div className="col flex-1 gap-1">
+              <div className="flex items-center gap-1">
+                <ChartName breakdowns={variant.breakdowns ?? []} />
+              </div>
+              <div className="flex justify-between gap-8 font-mono font-medium">
+                <div className="col gap-1">
+                  <span>
+                    {number.formatWithUnit(variant.step.percent / 100, '%')}
+                  </span>
+                  <span className="text-muted-foreground">
+                    ({number.format(variant.step.count)})
+                  </span>
+                </div>
+
+                <PreviousDiffIndicatorPure
+                  {...getPreviousMetric(
+                    variant.step.percent,
+                    prevVariant?.step.percent,
+                  )}
+                />
+              </div>
+            </div>
+          </div>
+        );
+      })}
+    </>
+  );
+});

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

@@ -1,6 +1,6 @@
 'use client';
 
-import { api } from '@/trpc/client';
+import { type RouterOutputs, api } from '@/trpc/client';
 
 import type { IChartInput } from '@openpanel/validation';
 
@@ -9,7 +9,7 @@ import { ReportChartEmpty } from '../common/empty';
 import { ReportChartError } from '../common/error';
 import { ReportChartLoading } from '../common/loading';
 import { useReportChartContext } from '../context';
-import { Chart } from './chart';
+import { Chart, Summary, Tables } from './chart';
 
 export function ReportFunnelChart() {
   const {
@@ -22,6 +22,7 @@ export function ReportFunnelChart() {
       startDate,
       endDate,
       previous,
+      breakdowns,
     },
     isLazyLoading,
   } = useReportChartContext();
@@ -32,7 +33,7 @@ export function ReportFunnelChart() {
     projectId,
     interval: 'day',
     chartType: 'funnel',
-    breakdowns: [],
+    breakdowns,
     funnelWindow,
     funnelGroup,
     previous,
@@ -41,7 +42,6 @@ export function ReportFunnelChart() {
     endDate,
   };
   const res = api.chart.funnel.useQuery(input, {
-    keepPreviousData: true,
     enabled: !isLazyLoading,
   });
 
@@ -53,11 +53,25 @@ export function ReportFunnelChart() {
     return <Error />;
   }
 
-  if (res.data.current.steps.length === 0) {
+  if (res.data.current.length === 0) {
     return <Empty />;
   }
 
-  return <Chart data={res.data} />;
+  return (
+    <div className="col gap-4">
+      {res.data.current.length > 1 && <Summary data={res.data} />}
+      <Chart data={res.data} />
+      {res.data.current.map((item, index) => (
+        <Tables
+          key={item.id}
+          data={{
+            current: item,
+            previous: res.data.previous?.[index] ?? null,
+          }}
+        />
+      ))}
+    </div>
+  );
 }
 
 function Loading() {

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

@@ -10,14 +10,14 @@ import { ReportSettings } from './ReportSettings';
 export function ReportSidebar() {
   const { chartType } = useSelector((state) => state.report);
   const showFormula = chartType !== 'funnel' && chartType !== 'retention';
-  const showBreakdown = chartType !== 'funnel' && chartType !== 'retention';
+  const showBreakdown = chartType !== 'retention';
   return (
     <>
       <div className="flex flex-col gap-8">
         <ReportEvents />
-        <ReportSettings />
-        {showFormula && <ReportFormula />}
         {showBreakdown && <ReportBreakdowns />}
+        {showFormula && <ReportFormula />}
+        <ReportSettings />
       </div>
       <SheetFooter>
         <SheetClose asChild>

apps/dashboard/src/components/widget-table.tsx

@@ -2,14 +2,14 @@ import { cn } from '@/utils/cn';
 
 export interface Props<T> {
   columns: {
-    name: string;
+    name: React.ReactNode;
-    render: (item: T) => React.ReactNode;
+    render: (item: T, index: number) => React.ReactNode;
     className?: string;
   }[];
   keyExtractor: (item: T) => string;
   data: T[];
   className?: string;
-  eachRow?: (item: T) => React.ReactNode;
+  eachRow?: (item: T, index: number) => React.ReactNode;
   columnClassName?: string;
 }
 
@@ -43,62 +43,55 @@ export function WidgetTable<T>({
   return (
     <div className="w-full overflow-x-auto">
       <div className={cn('w-full', className)}>
-        <div
+        <table className="w-full table-fixed">
-          className={cn(
+          <thead>
-            'border-b border-border text-right last:border-0 [&_div:first-child]:text-left grid',
+            <tr
-            '[&>div]:p-2',
-            columnClassName,
-          )}
-          style={{
-            gridTemplateColumns:
-              columns.length > 1
-                ? `1fr ${columns
-                    .slice(1)
-                    .map((col) => 'auto')
-                    .join(' ')}`
-                : '1fr',
-          }}
-        >
-          {columns.map((column) => (
-            <div
-              key={column.name}
-              className={cn(column.className, 'font-medium font-sans text-sm')}
-            >
-              {column.name}
-            </div>
-          ))}
-        </div>
-        <div className="col">
-          {data.map((item) => (
-            <div
-              key={keyExtractor(item)}
               className={cn(
-                'border-b border-border text-right last:border-0 [&_div:first-child]:text-left grid relative',
+                'border-b border-border text-right last:border-0 [&_td:first-child]:text-left',
-                '[&>div]:p-2',
+                '[&>td]:p-2',
                 columnClassName,
               )}
-              style={{
-                gridTemplateColumns:
-                  columns.length > 1
-                    ? `1fr ${columns
-                        .slice(1)
-                        .map((col) => 'auto')
-                        .join(' ')}`
-                    : '1fr',
-              }}
             >
-              {eachRow?.(item)}
               {columns.map((column) => (
-                <div
+                <th
-                  key={column.name}
+                  key={column.name?.toString()}
-                  className={cn(column.className, 'relative h-8')}
+                  className={cn(
+                    column.className,
+                    'font-medium font-sans text-sm p-2 whitespace-nowrap',
+                  )}
                 >
-                  {column.render(item)}
+                  {column.name}
-                </div>
+                </th>
               ))}
-            </div>
+            </tr>
-          ))}
+          </thead>
-        </div>
+          <tbody>
+            {data.map((item, index) => (
+              <tr
+                key={keyExtractor(item)}
+                className={cn(
+                  'h-8 border-b border-border text-right last:border-0 [&_td:first-child]:text-left relative',
+                  '[&>td]:p-2',
+                  columnClassName,
+                )}
+              >
+                {columns.map((column, columnIndex) => (
+                  <td
+                    key={column.name?.toString()}
+                    className={cn(
+                      'h-8',
+                      columnIndex !== 0 && 'relative z-5',
+                      column.className,
+                    )}
+                  >
+                    {columnIndex === 0 && eachRow?.(item, index)}
+                    {column.render(item, index)}
+                  </td>
+                ))}
+              </tr>
+            ))}
+          </tbody>
+        </table>
       </div>
     </div>
   );

packages/db/index.ts

@@ -12,6 +12,7 @@ export * from './src/services/reports.service';
 export * from './src/services/salt.service';
 export * from './src/services/share.service';
 export * from './src/services/session.service';
+export * from './src/services/funnel.service';
 export * from './src/services/user.service';
 export * from './src/services/reference.service';
 export * from './src/services/id.service';

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

@@ -154,7 +154,7 @@ export class Query<T = any> {
         if (!Array.isArray(value) && !(value instanceof Expression)) {
           throw new Error(`${operator} operator requires an array value`);
         }
-        return `${column} ${operator} (${this.escapeValue(value)})`;
+        return `${column} ${operator} ${this.escapeValue(value)}`;
       default:
         return `${column} ${operator} ${this.escapeValue(value!)}`;
     }

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

@@ -0,0 +1,265 @@
+import type { IChartEvent, IChartInput } from '@openpanel/validation';
+import { last, reverse } from 'ramda';
+import { escape } from 'sqlstring';
+import { ch } from '../clickhouse/client';
+import { TABLE_NAMES } from '../clickhouse/client';
+import { clix } from '../clickhouse/query-builder';
+import { createSqlBuilder } from '../sql-builder';
+import {
+  getEventFiltersWhereClause,
+  getSelectPropertyKey,
+} from './chart.service';
+
+export class FunnelService {
+  constructor(private client: typeof ch) {}
+
+  private getFunnelGroup(group?: string) {
+    return group === 'profile_id'
+      ? [`COALESCE(nullIf(s.profile_id, ''), e.profile_id)`, 'profile_id']
+      : ['session_id', 'session_id'];
+  }
+
+  private getFunnelConditions(events: IChartEvent[]) {
+    return events.map((event) => {
+      const { sb, getWhere } = createSqlBuilder();
+      sb.where = getEventFiltersWhereClause(event.filters);
+      sb.where.name = `name = ${escape(event.name)}`;
+      return getWhere().replace('WHERE ', '');
+    });
+  }
+
+  private fillFunnel(
+    funnel: { level: number; count: number }[],
+    steps: number,
+  ) {
+    const filled = Array.from({ length: steps }, (_, index) => {
+      const level = index + 1;
+      const matchingResult = funnel.find((res) => res.level === level);
+      return {
+        level,
+        count: matchingResult ? matchingResult.count : 0,
+      };
+    });
+
+    // Accumulate counts from top to bottom of the funnel
+    for (let i = filled.length - 1; i >= 0; i--) {
+      const step = filled[i];
+      const prevStep = filled[i + 1];
+      // If there's a previous step, add the count to the current step
+      if (step && prevStep) {
+        step.count += prevStep.count;
+      }
+    }
+    return filled.reverse();
+  }
+
+  toSeries(
+    funnel: { level: number; count: number; [key: string]: any }[],
+    breakdowns: { name: string }[] = [],
+  ) {
+    if (!breakdowns.length) {
+      return [
+        funnel.map((f) => ({
+          level: f.level,
+          count: f.count,
+          id: 'none',
+          breakdowns: [],
+        })),
+      ];
+    }
+
+    // Group by breakdown values
+    const series = funnel.reduce(
+      (acc, f) => {
+        const key = breakdowns.map((b, index) => f[`b_${index}`]).join('|');
+        if (!acc[key]) {
+          acc[key] = [];
+        }
+        acc[key]!.push({
+          id: key,
+          breakdowns: breakdowns.map((b, index) => f[`b_${index}`]),
+          level: f.level,
+          count: f.count,
+        });
+        return acc;
+      },
+      {} as Record<
+        string,
+        {
+          id: string;
+          breakdowns: string[];
+          level: number;
+          count: number;
+        }[]
+      >,
+    );
+
+    return Object.values(series);
+  }
+
+  async getFunnel({
+    projectId,
+    startDate,
+    endDate,
+    events,
+    funnelWindow = 24,
+    funnelGroup,
+    breakdowns = [],
+  }: IChartInput) {
+    if (!startDate || !endDate) {
+      throw new Error('startDate and endDate are required');
+    }
+
+    if (events.length === 0) {
+      throw new Error('events are required');
+    }
+
+    const funnelWindowSeconds = funnelWindow * 3600;
+    const group = this.getFunnelGroup(funnelGroup);
+    const funnels = this.getFunnelConditions(events);
+
+    // Create the funnel CTE
+    const funnelCte = clix(this.client)
+      .select([
+        `${group[0]} AS ${group[1]}`,
+        ...breakdowns.map(
+          (b, index) => `${getSelectPropertyKey(b.name)} as b_${index}`,
+        ),
+        `windowFunnel(${funnelWindowSeconds}, 'strict_increase')(toUnixTimestamp(created_at), ${funnels.join(', ')}) AS level`,
+      ])
+      .from(TABLE_NAMES.events, false)
+      .where('project_id', '=', projectId)
+      .where('created_at', 'BETWEEN', [
+        clix.datetime(startDate),
+        clix.datetime(endDate),
+      ])
+      .where(
+        'name',
+        'IN',
+        events.map((e) => e.name),
+      )
+      .groupBy([group[1], ...breakdowns.map((b, index) => `b_${index}`)]);
+
+    // Create the sessions CTE if needed
+    const sessionsCte =
+      group[0] !== 'session_id'
+        ? clix(this.client)
+            .select(['profile_id', 'id'])
+            .from(TABLE_NAMES.sessions)
+            .where('project_id', '=', projectId)
+            .where('created_at', 'BETWEEN', [
+              clix.datetime(startDate),
+              clix.datetime(endDate),
+            ])
+        : null;
+
+    // Base funnel query with CTEs
+    const funnelQuery = clix(this.client).with('funnel', funnelCte);
+
+    if (sessionsCte) {
+      funnelQuery.with('sessions', sessionsCte);
+    }
+
+    funnelQuery
+      .select<{
+        level: number;
+        count: number;
+        [key: string]: any;
+      }>([
+        'level',
+        ...breakdowns.map((b, index) => `b_${index}`),
+        'count() as count',
+      ])
+      .from('funnel')
+      .where('level', '!=', 0)
+      .groupBy(['level', ...breakdowns.map((b, index) => `b_${index}`)])
+      .orderBy('level', 'DESC');
+
+    const funnelData = await funnelQuery.execute();
+    const funnelSeries = this.toSeries(funnelData, breakdowns);
+
+    return funnelSeries
+      .map((data) => {
+        const maxLevel = events.length;
+        const filledFunnelRes = this.fillFunnel(
+          data.map((d) => ({ level: d.level, count: d.count })),
+          maxLevel,
+        );
+
+        const totalSessions = last(filledFunnelRes)?.count ?? 0;
+        const steps = reverse(filledFunnelRes)
+          .reduce(
+            (acc, item, index, list) => {
+              const prev = list[index - 1] ?? { count: totalSessions };
+              const next = list[index + 1];
+              const event = events[item.level - 1]!;
+              return [
+                ...acc,
+                {
+                  event: {
+                    ...event,
+                    displayName: event.displayName ?? event.name,
+                  },
+                  count: item.count,
+                  percent: (item.count / totalSessions) * 100,
+                  dropoffCount: next ? item.count - next.count : null,
+                  dropoffPercent: next
+                    ? ((item.count - next.count) / item.count) * 100
+                    : null,
+                  previousCount: prev.count,
+                  nextCount: next?.count ?? null,
+                },
+              ];
+            },
+            [] as {
+              event: IChartEvent & { displayName: string };
+              count: number;
+              percent: number;
+              dropoffCount: number | null;
+              dropoffPercent: number | null;
+              previousCount: number;
+              nextCount: number | null;
+            }[],
+          )
+          .map((step, index, list) => {
+            const next = list[index + 1];
+            return {
+              ...step,
+              isHighestDropoff: (() => {
+                // Skip if current step has no dropoff
+                if (!step?.dropoffCount) return false;
+
+                // Get maximum dropoff count, excluding 0s
+                const maxDropoff = Math.max(
+                  ...list
+                    .map((s) => s.dropoffCount || 0)
+                    .filter((count) => count > 0),
+                );
+
+                // Check if this is the first step with the highest dropoff
+                return (
+                  step.dropoffCount === maxDropoff &&
+                  list.findIndex((s) => s.dropoffCount === maxDropoff) === index
+                );
+              })(),
+            };
+          });
+
+        return {
+          id: data[0]?.id ?? 'none',
+          breakdowns: data[0]?.breakdowns ?? [],
+          steps,
+          totalSessions,
+          lastStep: last(steps)!,
+          mostDropoffsStep: steps.find((step) => step.isHighestDropoff)!,
+        };
+      })
+      .sort((a, b) => {
+        const aTotal = a.steps.reduce((acc, step) => acc + step.count, 0);
+        const bTotal = b.steps.reduce((acc, step) => acc + step.count, 0);
+        return bTotal - aTotal;
+      });
+  }
+}
+
+export const funnelService = new FunnelService(ch);

packages/trpc/src/routers/chart.ts

@@ -7,6 +7,7 @@ import {
   chQuery,
   createSqlBuilder,
   db,
+  funnelService,
   getSelectPropertyKey,
   toDate,
 } from '@openpanel/db';
@@ -184,9 +185,9 @@ export const chartRouter = createTRPCRouter({
     const previousPeriod = getChartPrevStartEndDate(currentPeriod);
 
     const [current, previous] = await Promise.all([
-      getFunnelData({ ...input, ...currentPeriod }),
+      funnelService.getFunnel({ ...input, ...currentPeriod }),
       input.previous
-        ? getFunnelData({ ...input, ...previousPeriod })
+        ? funnelService.getFunnel({ ...input, ...previousPeriod })
         : Promise.resolve(null),
     ]);