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🖐️ Analytics drop off rates
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baptisteArno committed Jan 3, 2022
1 parent 1093453 commit 6322402
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44 changes: 44 additions & 0 deletions apps/builder/components/analytics/StatsCards.tsx
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import {
GridProps,
SimpleGrid,
Skeleton,
Stat,
StatLabel,
StatNumber,
} from '@chakra-ui/react'
import { Stats } from 'bot-engine'
import React from 'react'

export const StatsCards = ({
stats,
...props
}: { stats?: Stats } & GridProps) => {
return (
<SimpleGrid columns={{ base: 1, md: 3 }} spacing="6" {...props}>
<Stat bgColor="white" p="4" rounded="md" boxShadow="md">
<StatLabel>Views</StatLabel>
{stats ? (
<StatNumber>{stats.totalViews}</StatNumber>
) : (
<Skeleton w="50%" h="10px" mt="2" />
)}
</Stat>
<Stat bgColor="white" p="4" rounded="md" boxShadow="md">
<StatLabel>Starts</StatLabel>
{stats ? (
<StatNumber>{stats.totalStarts}</StatNumber>
) : (
<Skeleton w="50%" h="10px" mt="2" />
)}
</Stat>
<Stat bgColor="white" p="4" rounded="md" boxShadow="md">
<StatLabel>Completion rate</StatLabel>
{stats ? (
<StatNumber>{stats.completionRate}%</StatNumber>
) : (
<Skeleton w="50%" h="10px" mt="2" />
)}
</Stat>
</SimpleGrid>
)
}
61 changes: 61 additions & 0 deletions apps/builder/components/analytics/graph/AnalyticsGraph.tsx
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import { Flex, FlexProps, useEventListener } from '@chakra-ui/react'
import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import React, { useMemo, useRef } from 'react'
import { AnswersCount } from 'services/analytics'
import { BlockNode } from './blocks/BlockNode'
import { StartBlockNode } from './blocks/StartBlockNode'
import { Edges } from './Edges'

const AnalyticsGraph = ({
answersCounts,
...props
}: { answersCounts?: AnswersCount[] } & FlexProps) => {
const { typebot, graphPosition, setGraphPosition } = useAnalyticsGraph()
const graphContainerRef = useRef<HTMLDivElement | null>(null)
const transform = useMemo(
() =>
`translate(${graphPosition.x}px, ${graphPosition.y}px) scale(${graphPosition.scale})`,
[graphPosition]
)

const handleMouseWheel = (e: WheelEvent) => {
e.preventDefault()
const isPinchingTrackpad = e.ctrlKey
if (isPinchingTrackpad) {
const scale = graphPosition.scale - e.deltaY * 0.01
if (scale <= 0.2 || scale >= 1) return
setGraphPosition({
...graphPosition,
scale,
})
} else
setGraphPosition({
...graphPosition,
x: graphPosition.x - e.deltaX,
y: graphPosition.y - e.deltaY,
})
}
useEventListener('wheel', handleMouseWheel, graphContainerRef.current)

if (!typebot) return <></>
return (
<Flex ref={graphContainerRef} {...props}>
<Flex
flex="1"
boxSize={'200px'}
maxW={'200px'}
style={{
transform,
}}
>
<Edges answersCounts={answersCounts} />
{typebot.startBlock && <StartBlockNode block={typebot.startBlock} />}
{(typebot.blocks ?? []).map((block) => (
<BlockNode block={block} key={block.id} />
))}
</Flex>
</Flex>
)
}

export default AnalyticsGraph
18 changes: 18 additions & 0 deletions apps/builder/components/analytics/graph/Edges/DropOffEdge.tsx
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import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import React, { useMemo } from 'react'
import { computeDropOffPath } from 'services/graph'

type Props = {
blockId: string
}
export const DropOffEdge = ({ blockId }: Props) => {
const { typebot } = useAnalyticsGraph()
const path = useMemo(() => {
if (!typebot) return
const block = (typebot?.blocks ?? []).find((b) => b.id === blockId)
if (!block) return ''
return computeDropOffPath(block.graphCoordinates, block.steps.length - 1)
}, [blockId, typebot])

return <path d={path} stroke={'#E53E3E'} strokeWidth="2px" fill="none" />
}
56 changes: 56 additions & 0 deletions apps/builder/components/analytics/graph/Edges/Edge.tsx
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import { Block } from 'bot-engine'
import { StepWithTarget } from 'components/board/graph/Edges/Edge'
import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import React, { useMemo } from 'react'
import {
getAnchorsPosition,
computeFlowChartConnectorPath,
} from 'services/graph'

export const Edge = ({ step }: { step: StepWithTarget }) => {
const { typebot } = useAnalyticsGraph()
const { blocks, startBlock } = typebot ?? {}

const { sourceBlock, targetBlock, targetStepIndex } = useMemo(() => {
const targetBlock = blocks?.find(
(b) => b?.id === step.target.blockId
) as Block
const targetStepIndex = step.target.stepId
? targetBlock.steps.findIndex((s) => s.id === step.target.stepId)
: undefined
return {
sourceBlock: [startBlock, ...(blocks ?? [])].find(
(b) => b?.id === step.blockId
),
targetBlock,
targetStepIndex,
}
}, [
blocks,
startBlock,
step.blockId,
step.target.blockId,
step.target.stepId,
])

const path = useMemo(() => {
if (!sourceBlock || !targetBlock) return ``
const anchorsPosition = getAnchorsPosition(
sourceBlock,
targetBlock,
sourceBlock.steps.findIndex((s) => s.id === step.id),
targetStepIndex
)
return computeFlowChartConnectorPath(anchorsPosition)
}, [sourceBlock, step.id, targetBlock, targetStepIndex])

return (
<path
d={path}
stroke={'#718096'}
strokeWidth="2px"
markerEnd="url(#arrow)"
fill="none"
/>
)
}
69 changes: 69 additions & 0 deletions apps/builder/components/analytics/graph/Edges/Edges.tsx
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import { chakra } from '@chakra-ui/system'
import { StepWithTarget } from 'components/board/graph/Edges/Edge'
import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import React, { useMemo } from 'react'
import { AnswersCount } from 'services/analytics'
import { DropOffBlock } from '../blocks/DropOffBlock'
import { DropOffEdge } from './DropOffEdge'
import { Edge } from './Edge'

type Props = { answersCounts?: AnswersCount[] }

export const Edges = ({ answersCounts }: Props) => {
const { typebot } = useAnalyticsGraph()
const { blocks, startBlock } = typebot ?? {}
const stepsWithTarget: StepWithTarget[] = useMemo(() => {
if (!startBlock) return []
return [
...(startBlock.steps.filter((s) => s.target) as StepWithTarget[]),
...((blocks ?? [])
.flatMap((b) => b.steps)
.filter((s) => s.target) as StepWithTarget[]),
]
}, [blocks, startBlock])

return (
<>
<chakra.svg
width="full"
height="full"
overflow="visible"
pos="absolute"
left="0"
top="0"
>
{stepsWithTarget.map((step) => (
<Edge key={step.id} step={step} />
))}
<marker
id={'arrow'}
refX="8"
refY="4"
orient="auto"
viewBox="0 0 20 20"
markerUnits="userSpaceOnUse"
markerWidth="20"
markerHeight="20"
>
<path
d="M7.07138888,5.50174526 L2.43017246,7.82235347 C1.60067988,8.23709976 0.592024983,7.90088146 0.177278692,7.07138888 C0.0606951226,6.83822174 0,6.58111307 0,6.32042429 L0,1.67920787 C0,0.751806973 0.751806973,0 1.67920787,0 C1.93989666,0 2.19700532,0.0606951226 2.43017246,0.177278692 L7,3 C7.82949258,3.41474629 8.23709976,3.92128809 7.82235347,4.75078067 C7.6598671,5.07575341 7.39636161,5.33925889 7.07138888,5.50174526 Z"
fill="#718096"
/>
</marker>
{answersCounts?.map((answersCount) => (
<DropOffEdge
key={answersCount.blockId}
blockId={answersCount.blockId}
/>
))}
</chakra.svg>
{answersCounts?.map((answersCount) => (
<DropOffBlock
key={answersCount.blockId}
answersCounts={answersCounts}
blockId={answersCount.blockId}
/>
))}
</>
)
}
1 change: 1 addition & 0 deletions apps/builder/components/analytics/graph/Edges/index.ts
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export { Edges } from './Edges'
62 changes: 62 additions & 0 deletions apps/builder/components/analytics/graph/blocks/BlockNode.tsx
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import {
Editable,
EditableInput,
EditablePreview,
Stack,
useEventListener,
} from '@chakra-ui/react'
import React, { useState } from 'react'
import { Block } from 'bot-engine'
import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import { StepsList } from './StepsList'

type Props = {
block: Block
}

export const BlockNode = ({ block }: Props) => {
const { updateBlockPosition } = useAnalyticsGraph()
const [isMouseDown, setIsMouseDown] = useState(false)

const handleMouseDown = () => {
setIsMouseDown(true)
}
const handleMouseUp = () => {
setIsMouseDown(false)
}

const handleMouseMove = (event: MouseEvent) => {
if (!isMouseDown) return
const { movementX, movementY } = event

updateBlockPosition(block.id, {
x: block.graphCoordinates.x + movementX,
y: block.graphCoordinates.y + movementY,
})
}

useEventListener('mousemove', handleMouseMove)

return (
<Stack
p="4"
rounded="lg"
bgColor="blue.50"
borderWidth="2px"
minW="300px"
transition="border 300ms"
pos="absolute"
style={{
transform: `translate(${block.graphCoordinates.x}px, ${block.graphCoordinates.y}px)`,
}}
onMouseDown={handleMouseDown}
onMouseUp={handleMouseUp}
>
<Editable defaultValue={block.title}>
<EditablePreview px="1" userSelect={'none'} />
<EditableInput minW="0" px="1" />
</Editable>
<StepsList blockId={block.id} steps={block.steps} />
</Stack>
)
}
71 changes: 71 additions & 0 deletions apps/builder/components/analytics/graph/blocks/DropOffBlock.tsx
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import { Tag, Text, VStack } from '@chakra-ui/react'
import { Block } from 'bot-engine'
import { useAnalyticsGraph } from 'contexts/AnalyticsGraphProvider'
import React, { useMemo } from 'react'
import { AnswersCount } from 'services/analytics'
import { computeSourceCoordinates } from 'services/graph'

type Props = {
answersCounts: AnswersCount[]
blockId: string
}

export const DropOffBlock = ({ answersCounts, blockId }: Props) => {
const { typebot } = useAnalyticsGraph()

const totalAnswers = useMemo(
() => answersCounts.find((a) => a.blockId === blockId)?.totalAnswers,
[answersCounts, blockId]
)

const { totalDroppedUser, dropOffRate } = useMemo(() => {
if (!typebot || totalAnswers === undefined)
return { previousTotal: undefined, dropOffRate: undefined }
const previousTotal = answersCounts
.filter(
(a) =>
[typebot.startBlock, ...typebot.blocks].find((b) =>
(b as Block).steps.find((s) => s.target?.blockId === blockId)
)?.id === a.blockId
)
.reduce((prev, acc) => acc.totalAnswers + prev, 0)
if (previousTotal === 0)
return { previousTotal: undefined, dropOffRate: undefined }
const totalDroppedUser = previousTotal - totalAnswers

return {
totalDroppedUser,
dropOffRate: Math.round((totalDroppedUser / previousTotal) * 100),
}
}, [answersCounts, blockId, totalAnswers, typebot])

const labelCoordinates = useMemo(() => {
if (!typebot) return { x: 0, y: 0 }
const sourceBlock = typebot?.blocks.find((b) => b.id === blockId)
if (!sourceBlock) return
return computeSourceCoordinates(
sourceBlock?.graphCoordinates,
sourceBlock?.steps.length - 1
)
}, [blockId, typebot])

if (!labelCoordinates) return <></>
return (
<VStack
bgColor={'red.500'}
color="white"
rounded="md"
p="2"
justifyContent="center"
style={{
transform: `translate(${labelCoordinates.x - 20}px, ${
labelCoordinates.y + 80
}px)`,
}}
pos="absolute"
>
<Text>{dropOffRate}%</Text>
<Tag colorScheme="red">{totalDroppedUser} users</Tag>
</VStack>
)
}
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