diff --git a/common/stats.ts b/common/stats.ts
index 258eec7c..9221e10e 100644
--- a/common/stats.ts
+++ b/common/stats.ts
@@ -1,11 +1,14 @@
export type Stats = {
startDate: number
dailyActiveUsers: number[]
+ dailyActiveUsersWeeklyAvg: number[]
weeklyActiveUsers: number[]
monthlyActiveUsers: number[]
d1: number[]
- d1Weekly: number[]
- w1NewUsers: number[]
+ d1WeeklyAvg: number[]
+ nd1: number[]
+ nd1WeeklyAvg: number[]
+ nw1: number[]
dailyBetCounts: number[]
dailyContractCounts: number[]
dailyCommentCounts: number[]
diff --git a/functions/src/update-stats.ts b/functions/src/update-stats.ts
index 046d0dc9..98b03931 100644
--- a/functions/src/update-stats.ts
+++ b/functions/src/update-stats.ts
@@ -12,6 +12,7 @@ import { Bet } from '../../common/bet'
import { Contract } from '../../common/contract'
import { Comment } from '../../common/comment'
import { User } from '../../common/user'
+import { Stats } from '../../common/stats'
import { DAY_MS } from '../../common/util/time'
import { average } from '../../common/util/math'
@@ -109,7 +110,7 @@ export async function getDailyNewUsers(
}
export const updateStatsCore = async () => {
- const today = dayjs().tz('America/Pacific').startOf('day').valueOf()
+ const today = dayjs().tz('America/Los_Angeles').startOf('day').valueOf()
const startDate = today - numberOfDays * DAY_MS
log('Fetching data for stats update...')
@@ -145,6 +146,11 @@ export const updateStatsCore = async () => {
)
const dailyActiveUsers = dailyUserIds.map((userIds) => userIds.length)
+ const dailyActiveUsersWeeklyAvg = dailyUserIds.map((_, i) => {
+ const start = Math.max(0, i - 6)
+ const end = i + 1
+ return average(dailyActiveUsers.slice(start, end))
+ })
const weeklyActiveUsers = dailyUserIds.map((_, i) => {
const start = Math.max(0, i - 6)
@@ -172,14 +178,31 @@ export const updateStatsCore = async () => {
return retainedCount / uniques.size
})
- const d1Weekly = d1.map((_, i) => {
+ const d1WeeklyAvg = d1.map((_, i) => {
const start = Math.max(0, i - 6)
const end = i + 1
return average(d1.slice(start, end))
})
const dailyNewUserIds = dailyNewUsers.map((users) => users.map((u) => u.id))
- const w1NewUsers = dailyNewUserIds.map((_userIds, i) => {
+ const nd1 = dailyUserIds.map((userIds, i) => {
+ if (i === 0) return 0
+
+ const uniques = new Set(userIds)
+ const yesterday = dailyNewUserIds[i - 1]
+
+ const retainedCount = sumBy(yesterday, (userId) =>
+ uniques.has(userId) ? 1 : 0
+ )
+ return retainedCount / uniques.size
+ })
+
+ const nd1WeeklyAvg = nd1.map((_, i) => {
+ const start = Math.max(0, i - 6)
+ const end = i + 1
+ return average(nd1.slice(start, end))
+ })
+ const nw1 = dailyNewUserIds.map((_userIds, i) => {
if (i < 13) return 0
const twoWeeksAgo = {
@@ -243,6 +266,7 @@ export const updateStatsCore = async () => {
const retainedCount = sumBy(Array.from(activeTwoMonthsAgo), (userId) =>
activeLastMonth.has(userId) ? 1 : 0
)
+ if (activeTwoMonthsAgo.size === 0) return 0
return retainedCount / activeTwoMonthsAgo.size
})
@@ -320,14 +344,17 @@ export const updateStatsCore = async () => {
return total
})
- const statsData = {
+ const statsData: Stats = {
startDate: startDate.valueOf(),
dailyActiveUsers,
+ dailyActiveUsersWeeklyAvg,
weeklyActiveUsers,
monthlyActiveUsers,
d1,
- d1Weekly,
- w1NewUsers,
+ d1WeeklyAvg,
+ nd1,
+ nd1WeeklyAvg,
+ nw1,
dailyBetCounts,
dailyContractCounts,
dailyCommentCounts,
diff --git a/web/components/analytics/charts.tsx b/web/components/analytics/charts.tsx
index e078ce21..131ce2a0 100644
--- a/web/components/analytics/charts.tsx
+++ b/web/components/analytics/charts.tsx
@@ -64,18 +64,21 @@ export function DailyPercentChart(props: {
startDate: number
dailyPercent: number[]
small?: boolean
+ excludeFirstDays?: number
}) {
- const { dailyPercent, startDate, small } = props
+ const { dailyPercent, startDate, small, excludeFirstDays } = props
const { width } = useWindowSize()
const dates = dailyPercent.map((_, i) =>
dayjs(startDate).add(i, 'day').toDate()
)
- const points = zip(dates, dailyPercent).map(([date, percent]) => ({
- x: date,
- y: percent,
- }))
+ const points = zip(dates, dailyPercent)
+ .map(([date, percent]) => ({
+ x: date,
+ y: percent,
+ }))
+ .slice(excludeFirstDays ?? 0)
const data = [{ id: 'Percent', data: points, color: '#11b981' }]
const bottomAxisTicks = width && width < 600 ? 6 : undefined
@@ -128,7 +131,7 @@ function Tooltip(props: { point: Point; isPercent?: boolean }) {
}}
>
{point.serieId}{' '}
- {isPercent ? formatPercent(+point.data.y) : point.data.yFormatted}
+ {isPercent ? formatPercent(+point.data.y) : Math.round(+point.data.y)}
{dayjs(point.data.x).format('MMM DD')}
diff --git a/web/pages/stats.tsx b/web/pages/stats.tsx
index 5328e5a2..67bcbb56 100644
--- a/web/pages/stats.tsx
+++ b/web/pages/stats.tsx
@@ -49,16 +49,19 @@ export default function Analytics() {
export function CustomAnalytics(props: Stats) {
const {
startDate,
- d1,
- d1Weekly,
- w1NewUsers,
dailyActiveUsers,
+ dailyActiveUsersWeeklyAvg,
+ weeklyActiveUsers,
+ monthlyActiveUsers,
+ d1,
+ d1WeeklyAvg,
+ nd1,
+ nd1WeeklyAvg,
+ nw1,
dailyBetCounts,
dailyContractCounts,
dailyCommentCounts,
dailySignups,
- weeklyActiveUsers,
- monthlyActiveUsers,
weekOnWeekRetention,
monthlyRetention,
weeklyActivationRate,
@@ -108,6 +111,16 @@ export function CustomAnalytics(props: Stats) {
/>
),
},
+ {
+ title: 'Daily (7d avg)',
+ content: (
+
+ ),
+ },
{
title: 'Weekly',
content: (
@@ -132,13 +145,11 @@ export function CustomAnalytics(props: Stats) {
/>
-
+
- The fraction of users that took an action yesterday that took an action
- today.
+ What fraction of active users are still active after the given time
+ period?
-
-
),
},
{
- title: 'D1 weekly average',
+ title: 'D1 (7d avg)',
content: (
+ ),
+ },
+ {
+ title: 'W1',
+ content: (
+
+ ),
+ },
+ {
+ title: 'M1',
+ content: (
+
),
},
]}
/>
-
-
+
+
- The fraction of new users two weeks ago that took an action in the past
- week.
+ What fraction of new users are still active after the given time period?
+ ),
+ },
+ {
+ title: 'ND1 (7d avg)',
+ content: (
+
+ ),
+ },
+ {
+ title: 'NW1',
+ content: (
+
),
@@ -239,38 +296,6 @@ export function CustomAnalytics(props: Stats) {
-
-
- What fraction of active users are still active after the given time
- period?
-
-
- ),
- },
- {
- title: 'Monthly',
- content: (
-
- ),
- },
- ]}
- />
-
-
Out of all new users this week, how many placed at least one bet?
@@ -293,6 +318,7 @@ export function CustomAnalytics(props: Stats) {
dailyPercent={dailyDividedByWeekly}
startDate={oneWeekLaterDate}
small
+ excludeFirstDays={7}
/>
),
},
@@ -303,6 +329,7 @@ export function CustomAnalytics(props: Stats) {
dailyPercent={dailyDividedByMonthly}
startDate={oneWeekLaterDate}
small
+ excludeFirstDays={30}
/>
),
},
@@ -313,6 +340,7 @@ export function CustomAnalytics(props: Stats) {
dailyPercent={weeklyDividedByMonthly}
startDate={oneWeekLaterDate}
small
+ excludeFirstDays={30}
/>
),
},