diff --git a/common/calculate.ts b/common/calculate.ts
index e4c9ed07..5edf1211 100644
--- a/common/calculate.ts
+++ b/common/calculate.ts
@@ -1,4 +1,4 @@
-import { maxBy, sortBy, sum, sumBy } from 'lodash'
+import { maxBy, partition, sortBy, sum, sumBy } from 'lodash'
 import { Bet, LimitBet } from './bet'
 import {
   calculateCpmmSale,
@@ -255,3 +255,43 @@ export function getTopAnswer(
   )
   return top?.answer
 }
+
+export function getLargestPosition(contract: Contract, userBets: Bet[]) {
+  let yesFloorShares = 0,
+    yesShares = 0,
+    noShares = 0,
+    noFloorShares = 0
+
+  if (userBets.length === 0) {
+    return null
+  }
+  if (contract.outcomeType === 'FREE_RESPONSE') {
+    const answerCounts: { [outcome: string]: number } = {}
+    for (const bet of userBets) {
+      if (bet.outcome) {
+        if (!answerCounts[bet.outcome]) {
+          answerCounts[bet.outcome] = bet.amount
+        } else {
+          answerCounts[bet.outcome] += bet.amount
+        }
+      }
+    }
+    const majorityAnswer =
+      maxBy(Object.keys(answerCounts), (outcome) => answerCounts[outcome]) ?? ''
+    return {
+      prob: undefined,
+      shares: answerCounts[majorityAnswer] || 0,
+      outcome: majorityAnswer,
+    }
+  }
+
+  const [yesBets, noBets] = partition(userBets, (bet) => bet.outcome === 'YES')
+  yesShares = sumBy(yesBets, (bet) => bet.shares)
+  noShares = sumBy(noBets, (bet) => bet.shares)
+  yesFloorShares = Math.floor(yesShares)
+  noFloorShares = Math.floor(noShares)
+
+  const shares = yesFloorShares || noFloorShares
+  const outcome = yesFloorShares > noFloorShares ? 'YES' : 'NO'
+  return { shares, outcome }
+}
diff --git a/common/comment.ts b/common/comment.ts
index 7ecbb6d4..cdb62fd3 100644
--- a/common/comment.ts
+++ b/common/comment.ts
@@ -33,6 +33,11 @@ export type OnContract = {
   // denormalized from bet
   betAmount?: number
   betOutcome?: string
+
+  // denormalized based on betting history
+  commenterPositionProb?: number // binary only
+  commenterPositionShares?: number
+  commenterPositionOutcome?: string
 }
 
 export type OnGroup = {
diff --git a/common/contract.ts b/common/contract.ts
index 0d2a38ca..2f71bab7 100644
--- a/common/contract.ts
+++ b/common/contract.ts
@@ -148,7 +148,7 @@ export const OUTCOME_TYPES = [
   'NUMERIC',
 ] as const
 
-export const MAX_QUESTION_LENGTH = 480
+export const MAX_QUESTION_LENGTH = 240
 export const MAX_DESCRIPTION_LENGTH = 16000
 export const MAX_TAG_LENGTH = 60
 
diff --git a/common/economy.ts b/common/economy.ts
index a412d4de..7ec52b30 100644
--- a/common/economy.ts
+++ b/common/economy.ts
@@ -7,7 +7,7 @@ export const FIXED_ANTE = econ?.FIXED_ANTE ?? 100
 export const STARTING_BALANCE = econ?.STARTING_BALANCE ?? 1000
 // for sus users, i.e. multiple sign ups for same person
 export const SUS_STARTING_BALANCE = econ?.SUS_STARTING_BALANCE ?? 10
-export const REFERRAL_AMOUNT = econ?.REFERRAL_AMOUNT ?? 500
+export const REFERRAL_AMOUNT = econ?.REFERRAL_AMOUNT ?? 250
 
 export const UNIQUE_BETTOR_BONUS_AMOUNT = econ?.UNIQUE_BETTOR_BONUS_AMOUNT ?? 10
 export const BETTING_STREAK_BONUS_AMOUNT =
diff --git a/common/envs/dev.ts b/common/envs/dev.ts
index 719de36e..96ec4dc2 100644
--- a/common/envs/dev.ts
+++ b/common/envs/dev.ts
@@ -16,4 +16,6 @@ export const DEV_CONFIG: EnvConfig = {
   cloudRunId: 'w3txbmd3ba',
   cloudRunRegion: 'uc',
   amplitudeApiKey: 'fd8cbfd964b9a205b8678a39faae71b3',
+  // this is Phil's deployment
+  twitchBotEndpoint: 'https://king-prawn-app-5btyw.ondigitalocean.app',
 }
diff --git a/common/envs/prod.ts b/common/envs/prod.ts
index a9d1ffc3..3014f4e3 100644
--- a/common/envs/prod.ts
+++ b/common/envs/prod.ts
@@ -2,6 +2,7 @@ export type EnvConfig = {
   domain: string
   firebaseConfig: FirebaseConfig
   amplitudeApiKey?: string
+  twitchBotEndpoint?: string
 
   // IDs for v2 cloud functions -- find these by deploying a cloud function and
   // examining the URL, https://[name]-[cloudRunId]-[cloudRunRegion].a.run.app
@@ -66,6 +67,7 @@ export const PROD_CONFIG: EnvConfig = {
     appId: '1:128925704902:web:f61f86944d8ffa2a642dc7',
     measurementId: 'G-SSFK1Q138D',
   },
+  twitchBotEndpoint: 'https://twitch-bot-nggbo3neva-uc.a.run.app',
   cloudRunId: 'nggbo3neva',
   cloudRunRegion: 'uc',
   adminEmails: [
@@ -82,9 +84,9 @@ export const PROD_CONFIG: EnvConfig = {
   visibility: 'PUBLIC',
 
   moneyMoniker: 'M$',
-  bettor: 'predictor',
-  pastBet: 'prediction',
-  presentBet: 'predict',
+  bettor: 'trader',
+  pastBet: 'trade',
+  presentBet: 'trade',
   navbarLogoPath: '',
   faviconPath: '/favicon.ico',
   newQuestionPlaceholders: [
diff --git a/common/stats.ts b/common/stats.ts
index 152a6eae..8ddf3466 100644
--- a/common/stats.ts
+++ b/common/stats.ts
@@ -1,20 +1,22 @@
 export type Stats = {
   startDate: number
   dailyActiveUsers: number[]
+  dailyActiveUsersWeeklyAvg: number[]
   weeklyActiveUsers: number[]
   monthlyActiveUsers: number[]
+  d1: number[]
+  d1WeeklyAvg: number[]
+  nd1: number[]
+  nd1WeeklyAvg: number[]
+  nw1: number[]
   dailyBetCounts: number[]
   dailyContractCounts: number[]
   dailyCommentCounts: number[]
   dailySignups: number[]
   weekOnWeekRetention: number[]
   monthlyRetention: number[]
-  weeklyActivationRate: number[]
-  topTenthActions: {
-    daily: number[]
-    weekly: number[]
-    monthly: number[]
-  }
+  dailyActivationRate: number[]
+  dailyActivationRateWeeklyAvg: number[]
   manaBet: {
     daily: number[]
     weekly: number[]
diff --git a/common/user.ts b/common/user.ts
index 5ab07d35..0372d99b 100644
--- a/common/user.ts
+++ b/common/user.ts
@@ -56,11 +56,6 @@ export type PrivateUser = {
   username: string // denormalized from User
 
   email?: string
-  unsubscribedFromResolutionEmails?: boolean
-  unsubscribedFromCommentEmails?: boolean
-  unsubscribedFromAnswerEmails?: boolean
-  unsubscribedFromGenericEmails?: boolean
-  unsubscribedFromWeeklyTrendingEmails?: boolean
   weeklyTrendingEmailSent?: boolean
   manaBonusEmailSent?: boolean
   initialDeviceToken?: string
@@ -86,9 +81,11 @@ export type PortfolioMetrics = {
 export const MANIFOLD_USERNAME = 'ManifoldMarkets'
 export const MANIFOLD_AVATAR_URL = 'https://manifold.markets/logo-bg-white.png'
 
-export const BETTOR = ENV_CONFIG.bettor ?? 'bettor' // aka predictor
-export const BETTORS = ENV_CONFIG.bettor + 's' ?? 'bettors'
-export const PRESENT_BET = ENV_CONFIG.presentBet ?? 'bet' // aka predict
-export const PRESENT_BETS = ENV_CONFIG.presentBet + 's' ?? 'bets'
-export const PAST_BET = ENV_CONFIG.pastBet ?? 'bet' // aka prediction
-export const PAST_BETS = ENV_CONFIG.pastBet + 's' ?? 'bets' // aka predictions
+// TODO: remove. Hardcoding the strings would be better.
+// Different views require different language.
+export const BETTOR = ENV_CONFIG.bettor ?? 'trader'
+export const BETTORS = ENV_CONFIG.bettor + 's' ?? 'traders'
+export const PRESENT_BET = ENV_CONFIG.presentBet ?? 'trade'
+export const PRESENT_BETS = ENV_CONFIG.presentBet + 's' ?? 'trades'
+export const PAST_BET = ENV_CONFIG.pastBet ?? 'trade'
+export const PAST_BETS = ENV_CONFIG.pastBet + 's' ?? 'trades'
diff --git a/firestore.rules b/firestore.rules
index 08214b10..26649fa6 100644
--- a/firestore.rules
+++ b/firestore.rules
@@ -27,7 +27,7 @@ service cloud.firestore {
       allow read;
       allow update: if userId == request.auth.uid
                        && request.resource.data.diff(resource.data).affectedKeys()
-                                                                    .hasOnly(['bio', 'bannerUrl', 'website', 'twitterHandle', 'discordHandle', 'followedCategories', 'lastPingTime','shouldShowWelcome', 'hasSeenContractFollowModal']);
+                                                                    .hasOnly(['bio', 'bannerUrl', 'website', 'twitterHandle', 'discordHandle', 'followedCategories', 'lastPingTime','shouldShowWelcome', 'hasSeenContractFollowModal', 'homeSections']);
       // User referral rules
       allow update: if userId == request.auth.uid
                          && request.resource.data.diff(resource.data).affectedKeys()
@@ -78,7 +78,7 @@ service cloud.firestore {
       allow read: if userId == request.auth.uid || isAdmin();
       allow update: if (userId == request.auth.uid || isAdmin())
                        && request.resource.data.diff(resource.data).affectedKeys()
-                         .hasOnly(['apiKey', 'unsubscribedFromResolutionEmails', 'unsubscribedFromCommentEmails', 'unsubscribedFromAnswerEmails', 'unsubscribedFromWeeklyTrendingEmails', 'notificationPreferences', 'twitchInfo']);
+                         .hasOnly(['apiKey', 'notificationPreferences', 'twitchInfo']);
     }
 
     match /private-users/{userId}/views/{viewId} {
@@ -171,33 +171,32 @@ service cloud.firestore {
       allow read;
     }
 
-	    match /groups/{groupId} {
-          allow read;
-          allow update: if (request.auth.uid == resource.data.creatorId || isAdmin())
-                           && request.resource.data.diff(resource.data)
-                           .affectedKeys()
-                           .hasOnly(['name', 'about', 'anyoneCanJoin', 'aboutPostId' ]);
-          allow delete: if request.auth.uid == resource.data.creatorId;
+    match /groups/{groupId} {
+      allow read;
+      allow update: if (request.auth.uid == resource.data.creatorId || isAdmin())
+                        && request.resource.data.diff(resource.data)
+                        .affectedKeys()
+                        .hasOnly(['name', 'about', 'anyoneCanJoin', 'aboutPostId' ]);
+      allow delete: if request.auth.uid == resource.data.creatorId;
 
-          match /groupContracts/{contractId} {
-              allow write: if isGroupMember() || request.auth.uid == get(/databases/$(database)/documents/groups/$(groupId)).data.creatorId
-            }
+      match /groupContracts/{contractId} {
+        allow write: if isGroupMember() || request.auth.uid == get(/databases/$(database)/documents/groups/$(groupId)).data.creatorId
+      }
 
-          match /groupMembers/{memberId}{
-             allow create: if request.auth.uid == get(/databases/$(database)/documents/groups/$(groupId)).data.creatorId || (request.auth.uid == request.resource.data.userId && get(/databases/$(database)/documents/groups/$(groupId)).data.anyoneCanJoin);
-              allow delete: if request.auth.uid == resource.data.userId;
-            }
+      match /groupMembers/{memberId}{
+        allow create: if request.auth.uid == get(/databases/$(database)/documents/groups/$(groupId)).data.creatorId || (request.auth.uid == request.resource.data.userId && get(/databases/$(database)/documents/groups/$(groupId)).data.anyoneCanJoin);
+        allow delete: if request.auth.uid == resource.data.userId;
+      }
 
-          function isGroupMember() {
-            return exists(/databases/$(database)/documents/groups/$(groupId)/groupMembers/$(request.auth.uid));
-          }
+      function isGroupMember() {
+        return exists(/databases/$(database)/documents/groups/$(groupId)/groupMembers/$(request.auth.uid));
+      }
 
-          match /comments/{commentId} {
-          	allow read;
-            allow create: if request.auth != null && commentMatchesUser(request.auth.uid, request.resource.data) && isGroupMember();
-          }
-
-        }
+      match /comments/{commentId} {
+        allow read;
+        allow create: if request.auth != null && commentMatchesUser(request.auth.uid, request.resource.data) && isGroupMember();
+      }
+    }
 
       match /posts/{postId} {
         allow read;
diff --git a/functions/README.md b/functions/README.md
index 97a7a33b..02477588 100644
--- a/functions/README.md
+++ b/functions/README.md
@@ -65,5 +65,6 @@ Adapted from https://firebase.google.com/docs/functions/get-started
 
 Secrets are strings that shouldn't be checked into Git (eg API keys, passwords). We store these using [Google Secret Manager](https://console.cloud.google.com/security/secret-manager), which provides them as environment variables to functions that require them. Some useful workflows:
 
-- Set a secret: `$ firebase functions:secrets:set stripe.test_secret="THE-API-KEY"`
+- Set a secret: `$ firebase functions:secrets:set STRIPE_APIKEY`
+  - Then, enter the secret in the prompt.
 - Read a secret: `$ firebase functions:secrets:access STRIPE_APIKEY`
diff --git a/functions/package.json b/functions/package.json
index d5a578de..ba59f090 100644
--- a/functions/package.json
+++ b/functions/package.json
@@ -39,6 +39,7 @@
     "lodash": "4.17.21",
     "mailgun-js": "0.22.0",
     "module-alias": "2.2.2",
+    "node-fetch": "2",
     "react-masonry-css": "1.0.16",
     "stripe": "8.194.0",
     "zod": "3.17.2"
@@ -46,6 +47,7 @@
   "devDependencies": {
     "@types/mailgun-js": "0.22.12",
     "@types/module-alias": "2.0.1",
+    "@types/node-fetch": "2.6.2",
     "firebase-functions-test": "0.3.3"
   },
   "private": true
diff --git a/functions/src/email-templates/new-unique-bettor.html b/functions/src/email-templates/new-unique-bettor.html
index 51026121..ffd507f5 100644
--- a/functions/src/email-templates/new-unique-bettor.html
+++ b/functions/src/email-templates/new-unique-bettor.html
@@ -9,7 +9,7 @@
 <head>
   <meta name="viewport" content="width=device-width" />
   <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
-  <title>New unique predictors on your market</title>
+  <title>New unique traders on your market</title>
 
   <style type="text/css">
     img {
@@ -214,14 +214,14 @@
                            style="line-height: 24px; margin: 10px 0; margin-top: 10px; margin-bottom: 10px;"
                            data-testid="4XoHRGw1Y"><span
                           style="color:#000000;font-family:Arial, Helvetica, sans-serif;font-size:18px;">
-                          Your market <a href='{{marketUrl}}'>{{marketTitle}}</a> just got its first prediction from a user!
+                          Your market <a href='{{marketUrl}}'>{{marketTitle}}</a> just got its first trade from a user!
                           <br/>
                           <br/>
                           We sent you a <span style='color: #11b981'>{{bonusString}}</span> bonus for
-                          creating a market that appeals to others, and we'll do so for each new predictor.
+                          creating a market that appeals to others, and we'll do so for each new trader.
                           <br/>
                           <br/>
-                          Keep up the good work and check out your newest predictor below!
+                          Keep up the good work and check out your newest trader below!
                         </span></p>
                       </div>
                     </td>
diff --git a/functions/src/email-templates/new-unique-bettors.html b/functions/src/email-templates/new-unique-bettors.html
index 09c44d03..cd78f607 100644
--- a/functions/src/email-templates/new-unique-bettors.html
+++ b/functions/src/email-templates/new-unique-bettors.html
@@ -9,7 +9,7 @@
 <head>
   <meta name="viewport" content="width=device-width" />
   <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
-  <title>New unique predictors on your market</title>
+  <title>New unique traders on your market</title>
 
   <style type="text/css">
     img {
@@ -214,14 +214,14 @@
                            style="line-height: 24px; margin: 10px 0; margin-top: 10px; margin-bottom: 10px;"
                            data-testid="4XoHRGw1Y"><span
                           style="color:#000000;font-family:Arial, Helvetica, sans-serif;font-size:18px;">
-                          Your market <a href='{{marketUrl}}'>{{marketTitle}}</a> got predictions from a total of {{totalPredictors}} users!
+                          Your market <a href='{{marketUrl}}'>{{marketTitle}}</a> has attracted {{totalPredictors}} total traders!
                           <br/>
                           <br/>
-                          We sent you a <span style='color: #11b981'>{{bonusString}}</span> bonus for getting {{newPredictors}} new predictors,
-                          and we'll continue to do so for each new predictor, (although we won't send you any more emails about it for this market).
+                          We sent you a <span style='color: #11b981'>{{bonusString}}</span> bonus for getting {{newPredictors}} new traders,
+                          and we'll continue to do so for each new trader, (although we won't send you any more emails about it for this market).
                           <br/>
                           <br/>
-                          Keep up the good work and check out your newest predictors below!
+                          Keep up the good work and check out your newest traders below!
                         </span></p>
                       </div>
                     </td>
diff --git a/functions/src/email-templates/one-week.html b/functions/src/email-templates/one-week.html
index e7d14a7e..ce525ca7 100644
--- a/functions/src/email-templates/one-week.html
+++ b/functions/src/email-templates/one-week.html
@@ -192,7 +192,7 @@
                                 tips on comments and markets</span></li>
                       <li style="line-height:23px;"><span
                         style="font-family:Arial, sans-serif;font-size:18px;">Unique
-                                predictor bonus for each user who predicts on your
+                                trader bonus for each user who trades on your
                                 markets</span></li>
                       <li style="line-height:23px;"><span style="font-family:Arial, sans-serif;font-size:18px;"><a
                         class="link-build-content" style="color:inherit;; text-decoration: none;"
diff --git a/functions/src/email-templates/welcome.html b/functions/src/email-templates/welcome.html
index d6caaa0c..986ec7cc 100644
--- a/functions/src/email-templates/welcome.html
+++ b/functions/src/email-templates/welcome.html
@@ -210,7 +210,7 @@
                                   class="link-build-content" style="color:inherit;; text-decoration: none;"
                                   target="_blank" href="https://manifold.markets/referrals"><span
                                     style="color:#55575d;font-family:Arial;font-size:18px;"><u>Refer
-                                      your friends</u></span></a> and earn M$500 for each signup!</span></li>
+                                      your friends</u></span></a> and earn M$250 for each signup!</span></li>
 
                             <li style="line-height:23px;"><span style="font-family:Arial, sans-serif;font-size:18px;"><a
                                   class="link-build-content" style="color:inherit;; text-decoration: none;"
diff --git a/functions/src/on-create-bet.ts b/functions/src/on-create-bet.ts
index ce75f0fe..b2451c62 100644
--- a/functions/src/on-create-bet.ts
+++ b/functions/src/on-create-bet.ts
@@ -3,7 +3,14 @@ import * as admin from 'firebase-admin'
 import { keyBy, uniq } from 'lodash'
 
 import { Bet, LimitBet } from '../../common/bet'
-import { getUser, getValues, isProd, log } from './utils'
+import {
+  getContractPath,
+  getUser,
+  getValues,
+  isProd,
+  log,
+  revalidateStaticProps,
+} from './utils'
 import {
   createBetFillNotification,
   createBettingStreakBonusNotification,
@@ -24,8 +31,6 @@ import {
 } from '../../common/antes'
 import { APIError } from '../../common/api'
 import { User } from '../../common/user'
-import { UNIQUE_BETTOR_LIQUIDITY_AMOUNT } from '../../common/antes'
-import { addHouseLiquidity } from './add-liquidity'
 import { DAY_MS } from '../../common/util/time'
 import { BettingStreakBonusTxn, UniqueBettorBonusTxn } from '../../common/txn'
 
@@ -33,7 +38,7 @@ const firestore = admin.firestore()
 const BONUS_START_DATE = new Date('2022-07-13T15:30:00.000Z').getTime()
 
 export const onCreateBet = functions
-  .runWith({ secrets: ['MAILGUN_KEY'] })
+  .runWith({ secrets: ['MAILGUN_KEY', 'API_SECRET'] })
   .firestore.document('contracts/{contractId}/bets/{betId}')
   .onCreate(async (change, context) => {
     const { contractId } = context.params as {
@@ -73,7 +78,7 @@ export const onCreateBet = functions
     await notifyFills(bet, contract, eventId, bettor)
     await updateBettingStreak(bettor, bet, contract, eventId)
 
-    await firestore.collection('users').doc(bettor.id).update({ lastBetTime })
+    await revalidateStaticProps(getContractPath(contract))
   })
 
 const updateBettingStreak = async (
@@ -82,36 +87,42 @@ const updateBettingStreak = async (
   contract: Contract,
   eventId: string
 ) => {
-  const now = Date.now()
-  const currentDateResetTime = currentDateBettingStreakResetTime()
-  // if now is before reset time, use yesterday's reset time
-  const lastDateResetTime = currentDateResetTime - DAY_MS
-  const betStreakResetTime =
-    now < currentDateResetTime ? lastDateResetTime : currentDateResetTime
-  const lastBetTime = user?.lastBetTime ?? 0
+  const { newBettingStreak } = await firestore.runTransaction(async (trans) => {
+    const userDoc = firestore.collection('users').doc(user.id)
+    const bettor = (await trans.get(userDoc)).data() as User
+    const now = Date.now()
+    const currentDateResetTime = currentDateBettingStreakResetTime()
+    // if now is before reset time, use yesterday's reset time
+    const lastDateResetTime = currentDateResetTime - DAY_MS
+    const betStreakResetTime =
+      now < currentDateResetTime ? lastDateResetTime : currentDateResetTime
+    const lastBetTime = bettor?.lastBetTime ?? 0
 
-  // If they've already bet after the reset time
-  if (lastBetTime > betStreakResetTime) return
+    // If they've already bet after the reset time
+    if (lastBetTime > betStreakResetTime) return { newBettingStreak: undefined }
 
-  const newBettingStreak = (user?.currentBettingStreak ?? 0) + 1
-  // Otherwise, add 1 to their betting streak
-  await firestore.collection('users').doc(user.id).update({
-    currentBettingStreak: newBettingStreak,
+    const newBettingStreak = (bettor?.currentBettingStreak ?? 0) + 1
+    // Otherwise, add 1 to their betting streak
+    await trans.update(userDoc, {
+      currentBettingStreak: newBettingStreak,
+      lastBetTime: bet.createdTime,
+    })
+    return { newBettingStreak }
   })
-
-  // Send them the bonus times their streak
-  const bonusAmount = Math.min(
-    BETTING_STREAK_BONUS_AMOUNT * newBettingStreak,
-    BETTING_STREAK_BONUS_MAX
-  )
-  const fromUserId = isProd()
-    ? HOUSE_LIQUIDITY_PROVIDER_ID
-    : DEV_HOUSE_LIQUIDITY_PROVIDER_ID
-  const bonusTxnDetails = {
-    currentBettingStreak: newBettingStreak,
-  }
-  // TODO: set the id of the txn to the eventId to prevent duplicates
+  if (!newBettingStreak) return
   const result = await firestore.runTransaction(async (trans) => {
+    // Send them the bonus times their streak
+    const bonusAmount = Math.min(
+      BETTING_STREAK_BONUS_AMOUNT * newBettingStreak,
+      BETTING_STREAK_BONUS_MAX
+    )
+    const fromUserId = isProd()
+      ? HOUSE_LIQUIDITY_PROVIDER_ID
+      : DEV_HOUSE_LIQUIDITY_PROVIDER_ID
+    const bonusTxnDetails = {
+      currentBettingStreak: newBettingStreak,
+    }
+
     const bonusTxn: TxnData = {
       fromId: fromUserId,
       fromType: 'BANK',
@@ -123,74 +134,80 @@ const updateBettingStreak = async (
       description: JSON.stringify(bonusTxnDetails),
       data: bonusTxnDetails,
     } as Omit<BettingStreakBonusTxn, 'id' | 'createdTime'>
-    return await runTxn(trans, bonusTxn)
+    const { message, txn, status } = await runTxn(trans, bonusTxn)
+    return { message, txn, status, bonusAmount }
   })
-  if (!result.txn) {
+  if (result.status != 'success') {
     log("betting streak bonus txn couldn't be made")
     log('status:', result.status)
     log('message:', result.message)
     return
   }
-
-  await createBettingStreakBonusNotification(
-    user,
-    result.txn.id,
-    bet,
-    contract,
-    bonusAmount,
-    newBettingStreak,
-    eventId
-  )
+  if (result.txn)
+    await createBettingStreakBonusNotification(
+      user,
+      result.txn.id,
+      bet,
+      contract,
+      result.bonusAmount,
+      newBettingStreak,
+      eventId
+    )
 }
 
 const updateUniqueBettorsAndGiveCreatorBonus = async (
-  contract: Contract,
+  oldContract: Contract,
   eventId: string,
   bettor: User
 ) => {
-  let previousUniqueBettorIds = contract.uniqueBettorIds
+  const { newUniqueBettorIds } = await firestore.runTransaction(
+    async (trans) => {
+      const contractDoc = firestore.collection(`contracts`).doc(oldContract.id)
+      const contract = (await trans.get(contractDoc)).data() as Contract
+      let previousUniqueBettorIds = contract.uniqueBettorIds
 
-  if (!previousUniqueBettorIds) {
-    const contractBets = (
-      await firestore.collection(`contracts/${contract.id}/bets`).get()
-    ).docs.map((doc) => doc.data() as Bet)
+      const betsSnap = await trans.get(
+        firestore.collection(`contracts/${contract.id}/bets`)
+      )
+      if (!previousUniqueBettorIds) {
+        const contractBets = betsSnap.docs.map((doc) => doc.data() as Bet)
 
-    if (contractBets.length === 0) {
-      log(`No bets for contract ${contract.id}`)
-      return
+        if (contractBets.length === 0) {
+          return { newUniqueBettorIds: undefined }
+        }
+
+        previousUniqueBettorIds = uniq(
+          contractBets
+            .filter((bet) => bet.createdTime < BONUS_START_DATE)
+            .map((bet) => bet.userId)
+        )
+      }
+
+      const isNewUniqueBettor = !previousUniqueBettorIds.includes(bettor.id)
+      const newUniqueBettorIds = uniq([...previousUniqueBettorIds, bettor.id])
+
+      // Update contract unique bettors
+      if (!contract.uniqueBettorIds || isNewUniqueBettor) {
+        log(`Got ${previousUniqueBettorIds} unique bettors`)
+        isNewUniqueBettor && log(`And a new unique bettor ${bettor.id}`)
+
+        await trans.update(contractDoc, {
+          uniqueBettorIds: newUniqueBettorIds,
+          uniqueBettorCount: newUniqueBettorIds.length,
+        })
+      }
+
+      // No need to give a bonus for the creator's bet
+      if (!isNewUniqueBettor || bettor.id == contract.creatorId)
+        return { newUniqueBettorIds: undefined }
+
+      return { newUniqueBettorIds }
     }
+  )
+  if (!newUniqueBettorIds) return
 
-    previousUniqueBettorIds = uniq(
-      contractBets
-        .filter((bet) => bet.createdTime < BONUS_START_DATE)
-        .map((bet) => bet.userId)
-    )
-  }
-
-  const isNewUniqueBettor = !previousUniqueBettorIds.includes(bettor.id)
-  const newUniqueBettorIds = uniq([...previousUniqueBettorIds, bettor.id])
-
-  // Update contract unique bettors
-  if (!contract.uniqueBettorIds || isNewUniqueBettor) {
-    log(`Got ${previousUniqueBettorIds} unique bettors`)
-    isNewUniqueBettor && log(`And a new unique bettor ${bettor.id}`)
-
-    await firestore.collection(`contracts`).doc(contract.id).update({
-      uniqueBettorIds: newUniqueBettorIds,
-      uniqueBettorCount: newUniqueBettorIds.length,
-    })
-  }
-
-  // No need to give a bonus for the creator's bet
-  if (!isNewUniqueBettor || bettor.id == contract.creatorId) return
-
-  if (contract.mechanism === 'cpmm-1') {
-    await addHouseLiquidity(contract, UNIQUE_BETTOR_LIQUIDITY_AMOUNT)
-  }
-
-  // Create combined txn for all new unique bettors
   const bonusTxnDetails = {
-    contractId: contract.id,
+    contractId: oldContract.id,
     uniqueNewBettorId: bettor.id,
   }
   const fromUserId = isProd()
@@ -199,12 +216,11 @@ const updateUniqueBettorsAndGiveCreatorBonus = async (
   const fromSnap = await firestore.doc(`users/${fromUserId}`).get()
   if (!fromSnap.exists) throw new APIError(400, 'From user not found.')
   const fromUser = fromSnap.data() as User
-  // TODO: set the id of the txn to the eventId to prevent duplicates
   const result = await firestore.runTransaction(async (trans) => {
     const bonusTxn: TxnData = {
       fromId: fromUser.id,
       fromType: 'BANK',
-      toId: contract.creatorId,
+      toId: oldContract.creatorId,
       toType: 'USER',
       amount: UNIQUE_BETTOR_BONUS_AMOUNT,
       token: 'M$',
@@ -212,21 +228,25 @@ const updateUniqueBettorsAndGiveCreatorBonus = async (
       description: JSON.stringify(bonusTxnDetails),
       data: bonusTxnDetails,
     } as Omit<UniqueBettorBonusTxn, 'id' | 'createdTime'>
-    return await runTxn(trans, bonusTxn)
+    const { status, message, txn } = await runTxn(trans, bonusTxn)
+    return { status, newUniqueBettorIds, message, txn }
   })
 
   if (result.status != 'success' || !result.txn) {
-    log(`No bonus for user: ${contract.creatorId} - status:`, result.status)
+    log(`No bonus for user: ${oldContract.creatorId} - status:`, result.status)
     log('message:', result.message)
   } else {
-    log(`Bonus txn for user: ${contract.creatorId} completed:`, result.txn?.id)
+    log(
+      `Bonus txn for user: ${oldContract.creatorId} completed:`,
+      result.txn?.id
+    )
     await createUniqueBettorBonusNotification(
-      contract.creatorId,
+      oldContract.creatorId,
       bettor,
       result.txn.id,
-      contract,
+      oldContract,
       result.txn.amount,
-      newUniqueBettorIds,
+      result.newUniqueBettorIds,
       eventId + '-unique-bettor-bonus'
     )
   }
diff --git a/functions/src/on-create-comment-on-contract.ts b/functions/src/on-create-comment-on-contract.ts
index 65e32dca..101b085c 100644
--- a/functions/src/on-create-comment-on-contract.ts
+++ b/functions/src/on-create-comment-on-contract.ts
@@ -1,10 +1,18 @@
 import * as functions from 'firebase-functions'
 import * as admin from 'firebase-admin'
 import { compact } from 'lodash'
-import { getContract, getUser, getValues } from './utils'
+import {
+  getContract,
+  getContractPath,
+  getUser,
+  getValues,
+  revalidateStaticProps,
+} from './utils'
 import { ContractComment } from '../../common/comment'
 import { Bet } from '../../common/bet'
 import { Answer } from '../../common/answer'
+import { getLargestPosition } from '../../common/calculate'
+import { maxBy } from 'lodash'
 import {
   createCommentOrAnswerOrUpdatedContractNotification,
   replied_users_info,
@@ -32,6 +40,8 @@ export const onCreateCommentOnContract = functions
       contractQuestion: contract.question,
     })
 
+    await revalidateStaticProps(getContractPath(contract))
+
     const comment = change.data() as ContractComment
     const lastCommentTime = comment.createdTime
 
@@ -45,6 +55,32 @@ export const onCreateCommentOnContract = functions
       .doc(contract.id)
       .update({ lastCommentTime, lastUpdatedTime: Date.now() })
 
+    const previousBetsQuery = await firestore
+      .collection('contracts')
+      .doc(contractId)
+      .collection('bets')
+      .where('createdTime', '<', comment.createdTime)
+      .get()
+    const previousBets = previousBetsQuery.docs.map((d) => d.data() as Bet)
+    const position = getLargestPosition(
+      contract,
+      previousBets.filter((b) => b.userId === comment.userId && !b.isAnte)
+    )
+    if (position) {
+      const fields: { [k: string]: unknown } = {
+        commenterPositionShares: position.shares,
+        commenterPositionOutcome: position.outcome,
+      }
+      const previousProb =
+        contract.outcomeType === 'BINARY'
+          ? maxBy(previousBets, (bet) => bet.createdTime)?.probAfter
+          : undefined
+      if (previousProb != null) {
+        fields.commenterPositionProb = previousProb
+      }
+      await change.ref.update(fields)
+    }
+
     let bet: Bet | undefined
     let answer: Answer | undefined
     if (comment.answerOutcome) {
diff --git a/functions/src/on-create-user.ts b/functions/src/on-create-user.ts
index 844f75fc..f23d2f5b 100644
--- a/functions/src/on-create-user.ts
+++ b/functions/src/on-create-user.ts
@@ -4,14 +4,8 @@ import * as utc from 'dayjs/plugin/utc'
 dayjs.extend(utc)
 
 import { getPrivateUser } from './utils'
-import { User } from 'common/user'
-import {
-  sendCreatorGuideEmail,
-  sendInterestingMarketsEmail,
-  sendPersonalFollowupEmail,
-  sendWelcomeEmail,
-} from './emails'
-import { getTrendingContracts } from './weekly-markets-emails'
+import { User } from '../../common/user'
+import { sendPersonalFollowupEmail, sendWelcomeEmail } from './emails'
 
 export const onCreateUser = functions
   .runWith({ secrets: ['MAILGUN_KEY'] })
@@ -23,23 +17,6 @@ export const onCreateUser = functions
 
     await sendWelcomeEmail(user, privateUser)
 
-    const guideSendTime = dayjs().add(28, 'hours').toString()
-    await sendCreatorGuideEmail(user, privateUser, guideSendTime)
-
     const followupSendTime = dayjs().add(48, 'hours').toString()
     await sendPersonalFollowupEmail(user, privateUser, followupSendTime)
-
-    // skip email if weekly email is about to go out
-    const day = dayjs().utc().day()
-    if (day === 0 || (day === 1 && dayjs().utc().hour() <= 19)) return
-
-    const contracts = await getTrendingContracts()
-    const marketsSendTime = dayjs().add(24, 'hours').toString()
-
-    await sendInterestingMarketsEmail(
-      user,
-      privateUser,
-      contracts,
-      marketsSendTime
-    )
   })
diff --git a/functions/src/reset-weekly-emails-flag.ts b/functions/src/reset-weekly-emails-flag.ts
index 5a71b65b..947e3e88 100644
--- a/functions/src/reset-weekly-emails-flag.ts
+++ b/functions/src/reset-weekly-emails-flag.ts
@@ -3,19 +3,18 @@ import * as admin from 'firebase-admin'
 import { getAllPrivateUsers } from './utils'
 
 export const resetWeeklyEmailsFlag = functions
-  .runWith({ secrets: ['MAILGUN_KEY'] })
-  // every Monday at 12 am PT (UTC -07:00) ( 12 hours before the emails will be sent)
-  .pubsub.schedule('0 7 * * 1')
+  .runWith({
+    timeoutSeconds: 300,
+    memory: '4GB',
+  })
+  .pubsub // every Monday at 12 am PT (UTC -07:00) ( 12 hours before the emails will be sent)
+  .schedule('0 7 * * 1')
   .timeZone('Etc/UTC')
   .onRun(async () => {
     const privateUsers = await getAllPrivateUsers()
-    // get all users that haven't unsubscribed from weekly emails
-    const privateUsersToSendEmailsTo = privateUsers.filter((user) => {
-      return !user.unsubscribedFromWeeklyTrendingEmails
-    })
     const firestore = admin.firestore()
     await Promise.all(
-      privateUsersToSendEmailsTo.map(async (user) => {
+      privateUsers.map(async (user) => {
         return firestore.collection('private-users').doc(user.id).update({
           weeklyTrendingEmailSent: false,
         })
diff --git a/functions/src/resolve-market.ts b/functions/src/resolve-market.ts
index feddd67c..ca8f5fc0 100644
--- a/functions/src/resolve-market.ts
+++ b/functions/src/resolve-market.ts
@@ -9,7 +9,7 @@ import {
   RESOLUTIONS,
 } from '../../common/contract'
 import { Bet } from '../../common/bet'
-import { getUser, getValues, isProd, log, payUser } from './utils'
+import { getContractPath, getUser, getValues, isProd, log, payUser, revalidateStaticProps } from './utils'
 import {
   getLoanPayouts,
   getPayouts,
@@ -171,6 +171,8 @@ export const resolvemarket = newEndpoint(opts, async (req, auth) => {
   await processPayouts([...payouts, ...loanPayouts])
   await undoUniqueBettorRewardsIfCancelResolution(contract, outcome)
 
+  await revalidateStaticProps(getContractPath(contract))
+
   const userPayoutsWithoutLoans = groupPayoutsByUser(payouts)
 
   const userInvestments = mapValues(
diff --git a/functions/src/scripts/backfill-comment-position-data.ts b/functions/src/scripts/backfill-comment-position-data.ts
new file mode 100644
index 00000000..eab54c55
--- /dev/null
+++ b/functions/src/scripts/backfill-comment-position-data.ts
@@ -0,0 +1,92 @@
+// Filling in historical bet positions on comments.
+
+// Warning: This just recalculates all of them, rather than trying to
+// figure out which ones are out of date, since I'm using it to fill them
+// in once in the first place.
+
+import { maxBy } from 'lodash'
+import * as admin from 'firebase-admin'
+import { filterDefined } from '../../../common/util/array'
+import { Bet } from '../../../common/bet'
+import { Comment } from '../../../common/comment'
+import { Contract } from '../../../common/contract'
+import { getLargestPosition } from '../../../common/calculate'
+import { initAdmin } from './script-init'
+import { DocumentSnapshot } from 'firebase-admin/firestore'
+import { log, writeAsync } from '../utils'
+
+initAdmin()
+const firestore = admin.firestore()
+
+async function getContractsById() {
+  const contracts = await firestore.collection('contracts').get()
+  const results = Object.fromEntries(
+    contracts.docs.map((doc) => [doc.id, doc.data() as Contract])
+  )
+  log(`Found ${contracts.size} contracts.`)
+  return results
+}
+
+async function getCommentsByContractId() {
+  const comments = await firestore
+    .collectionGroup('comments')
+    .where('contractId', '!=', null)
+    .get()
+  const results = new Map<string, DocumentSnapshot[]>()
+  comments.forEach((doc) => {
+    const contractId = doc.get('contractId')
+    const contractComments = results.get(contractId) || []
+    contractComments.push(doc)
+    results.set(contractId, contractComments)
+  })
+  log(`Found ${comments.size} comments on ${results.size} contracts.`)
+  return results
+}
+
+// not in a transaction for speed -- may need to be run more than once
+async function denormalize() {
+  const contractsById = await getContractsById()
+  const commentsByContractId = await getCommentsByContractId()
+  for (const [contractId, comments] of commentsByContractId.entries()) {
+    const betsQuery = await firestore
+      .collection('contracts')
+      .doc(contractId)
+      .collection('bets')
+      .get()
+    log(`Loaded ${betsQuery.size} bets for contract ${contractId}.`)
+    const bets = betsQuery.docs.map((d) => d.data() as Bet)
+    const updates = comments.map((doc) => {
+      const comment = doc.data() as Comment
+      const contract = contractsById[contractId]
+      const previousBets = bets.filter(
+        (b) => b.createdTime < comment.createdTime
+      )
+      const position = getLargestPosition(
+        contract,
+        previousBets.filter((b) => b.userId === comment.userId && !b.isAnte)
+      )
+      if (position) {
+        const fields: { [k: string]: unknown } = {
+          commenterPositionShares: position.shares,
+          commenterPositionOutcome: position.outcome,
+        }
+        const previousProb =
+          contract.outcomeType === 'BINARY'
+            ? maxBy(previousBets, (bet) => bet.createdTime)?.probAfter
+            : undefined
+        if (previousProb != null) {
+          fields.commenterPositionProb = previousProb
+        }
+        return { doc: doc.ref, fields }
+      } else {
+        return undefined
+      }
+    })
+    log(`Updating ${updates.length} comments.`)
+    await writeAsync(firestore, filterDefined(updates))
+  }
+}
+
+if (require.main === module) {
+  denormalize().catch((e) => console.error(e))
+}
diff --git a/functions/src/update-loans.ts b/functions/src/update-loans.ts
index 770315fd..c35a0613 100644
--- a/functions/src/update-loans.ts
+++ b/functions/src/update-loans.ts
@@ -7,6 +7,7 @@ import { Contract } from '../../common/contract'
 import { PortfolioMetrics, User } from '../../common/user'
 import { getLoanUpdates } from '../../common/loans'
 import { createLoanIncomeNotification } from './create-notification'
+import { filterDefined } from '../../common/util/array'
 
 const firestore = admin.firestore()
 
@@ -30,16 +31,18 @@ async function updateLoansCore() {
   log(
     `Loaded ${users.length} users, ${contracts.length} contracts, and ${bets.length} bets.`
   )
-  const userPortfolios = await Promise.all(
-    users.map(async (user) => {
-      const portfolio = await getValues<PortfolioMetrics>(
-        firestore
-          .collection(`users/${user.id}/portfolioHistory`)
-          .orderBy('timestamp', 'desc')
-          .limit(1)
-      )
-      return portfolio[0]
-    })
+  const userPortfolios = filterDefined(
+    await Promise.all(
+      users.map(async (user) => {
+        const portfolio = await getValues<PortfolioMetrics>(
+          firestore
+            .collection(`users/${user.id}/portfolioHistory`)
+            .orderBy('timestamp', 'desc')
+            .limit(1)
+        )
+        return portfolio[0]
+      })
+    )
   )
   log(`Loaded ${userPortfolios.length} portfolios`)
   const portfolioByUser = keyBy(userPortfolios, (portfolio) => portfolio.userId)
diff --git a/functions/src/update-metrics.ts b/functions/src/update-metrics.ts
index 1de8056c..99f6ff1d 100644
--- a/functions/src/update-metrics.ts
+++ b/functions/src/update-metrics.ts
@@ -22,7 +22,7 @@ import { Group } from 'common/group'
 const firestore = admin.firestore()
 
 export const updateMetrics = functions
-  .runWith({ memory: '2GB', timeoutSeconds: 540 })
+  .runWith({ memory: '4GB', timeoutSeconds: 540 })
   .pubsub.schedule('every 15 minutes')
   .onRun(updateMetricsCore)
 
diff --git a/functions/src/update-stats.ts b/functions/src/update-stats.ts
index 3f1b5d36..1434c4f2 100644
--- a/functions/src/update-stats.ts
+++ b/functions/src/update-stats.ts
@@ -1,11 +1,18 @@
 import * as functions from 'firebase-functions'
 import * as admin from 'firebase-admin'
-import { concat, countBy, sortBy, range, zip, uniq, sum, sumBy } from 'lodash'
+import * as dayjs from 'dayjs'
+import * as utc from 'dayjs/plugin/utc'
+import * as timezone from 'dayjs/plugin/timezone'
+dayjs.extend(utc)
+dayjs.extend(timezone)
+
+import { range, zip, uniq, sum, sumBy } from 'lodash'
 import { getValues, log, logMemory } from './utils'
 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'
 
@@ -103,7 +110,7 @@ export async function getDailyNewUsers(
 }
 
 export const updateStatsCore = async () => {
-  const today = Date.now()
+  const today = dayjs().tz('America/Los_Angeles').startOf('day').valueOf()
   const startDate = today - numberOfDays * DAY_MS
 
   log('Fetching data for stats update...')
@@ -139,73 +146,128 @@ 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)
-    const end = i
-    const uniques = new Set<string>()
-    for (let j = start; j <= end; j++)
-      dailyUserIds[j].forEach((userId) => uniques.add(userId))
+    const end = i + 1
+    const uniques = new Set<string>(dailyUserIds.slice(start, end).flat())
     return uniques.size
   })
 
   const monthlyActiveUsers = dailyUserIds.map((_, i) => {
     const start = Math.max(0, i - 29)
-    const end = i
-    const uniques = new Set<string>()
-    for (let j = start; j <= end; j++)
-      dailyUserIds[j].forEach((userId) => uniques.add(userId))
+    const end = i + 1
+    const uniques = new Set<string>(dailyUserIds.slice(start, end).flat())
     return uniques.size
   })
 
+  const d1 = dailyUserIds.map((userIds, i) => {
+    if (i === 0) return 0
+
+    const uniques = new Set(userIds)
+    const yesterday = dailyUserIds[i - 1]
+
+    const retainedCount = sumBy(yesterday, (userId) =>
+      uniques.has(userId) ? 1 : 0
+    )
+    return retainedCount / uniques.size
+  })
+
+  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 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 = {
+      start: Math.max(0, i - 13),
+      end: Math.max(0, i - 6),
+    }
+    const lastWeek = {
+      start: Math.max(0, i - 6),
+      end: i + 1,
+    }
+    const newTwoWeeksAgo = new Set<string>(
+      dailyNewUserIds.slice(twoWeeksAgo.start, twoWeeksAgo.end).flat()
+    )
+    const activeLastWeek = new Set<string>(
+      dailyUserIds.slice(lastWeek.start, lastWeek.end).flat()
+    )
+    const retainedCount = sumBy(Array.from(newTwoWeeksAgo), (userId) =>
+      activeLastWeek.has(userId) ? 1 : 0
+    )
+    return retainedCount / newTwoWeeksAgo.size
+  })
+
   const weekOnWeekRetention = dailyUserIds.map((_userId, i) => {
     const twoWeeksAgo = {
       start: Math.max(0, i - 13),
-      end: Math.max(0, i - 7),
+      end: Math.max(0, i - 6),
     }
     const lastWeek = {
       start: Math.max(0, i - 6),
-      end: i,
+      end: i + 1,
     }
 
-    const activeTwoWeeksAgo = new Set<string>()
-    for (let j = twoWeeksAgo.start; j <= twoWeeksAgo.end; j++) {
-      dailyUserIds[j].forEach((userId) => activeTwoWeeksAgo.add(userId))
-    }
-    const activeLastWeek = new Set<string>()
-    for (let j = lastWeek.start; j <= lastWeek.end; j++) {
-      dailyUserIds[j].forEach((userId) => activeLastWeek.add(userId))
-    }
+    const activeTwoWeeksAgo = new Set<string>(
+      dailyUserIds.slice(twoWeeksAgo.start, twoWeeksAgo.end).flat()
+    )
+    const activeLastWeek = new Set<string>(
+      dailyUserIds.slice(lastWeek.start, lastWeek.end).flat()
+    )
     const retainedCount = sumBy(Array.from(activeTwoWeeksAgo), (userId) =>
       activeLastWeek.has(userId) ? 1 : 0
     )
-    const retainedFrac = retainedCount / activeTwoWeeksAgo.size
-    return Math.round(retainedFrac * 100 * 100) / 100
+    return retainedCount / activeTwoWeeksAgo.size
   })
 
   const monthlyRetention = dailyUserIds.map((_userId, i) => {
     const twoMonthsAgo = {
-      start: Math.max(0, i - 60),
-      end: Math.max(0, i - 30),
+      start: Math.max(0, i - 59),
+      end: Math.max(0, i - 29),
     }
     const lastMonth = {
-      start: Math.max(0, i - 30),
-      end: i,
+      start: Math.max(0, i - 29),
+      end: i + 1,
     }
 
-    const activeTwoMonthsAgo = new Set<string>()
-    for (let j = twoMonthsAgo.start; j <= twoMonthsAgo.end; j++) {
-      dailyUserIds[j].forEach((userId) => activeTwoMonthsAgo.add(userId))
-    }
-    const activeLastMonth = new Set<string>()
-    for (let j = lastMonth.start; j <= lastMonth.end; j++) {
-      dailyUserIds[j].forEach((userId) => activeLastMonth.add(userId))
-    }
+    const activeTwoMonthsAgo = new Set<string>(
+      dailyUserIds.slice(twoMonthsAgo.start, twoMonthsAgo.end).flat()
+    )
+    const activeLastMonth = new Set<string>(
+      dailyUserIds.slice(lastMonth.start, lastMonth.end).flat()
+    )
     const retainedCount = sumBy(Array.from(activeTwoMonthsAgo), (userId) =>
       activeLastMonth.has(userId) ? 1 : 0
     )
-    const retainedFrac = retainedCount / activeTwoMonthsAgo.size
-    return Math.round(retainedFrac * 100 * 100) / 100
+    if (activeTwoMonthsAgo.size === 0) return 0
+    return retainedCount / activeTwoMonthsAgo.size
   })
 
   const firstBetDict: { [userId: string]: number } = {}
@@ -216,52 +278,20 @@ export const updateStatsCore = async () => {
       firstBetDict[bet.userId] = i
     }
   }
-  const weeklyActivationRate = dailyNewUsers.map((_, i) => {
-    const start = Math.max(0, i - 6)
-    const end = i
-    let activatedCount = 0
-    let newUsers = 0
-    for (let j = start; j <= end; j++) {
-      const userIds = dailyNewUsers[j].map((user) => user.id)
-      newUsers += userIds.length
-      for (const userId of userIds) {
-        const dayIndex = firstBetDict[userId]
-        if (dayIndex !== undefined && dayIndex <= end) {
-          activatedCount++
-        }
-      }
-    }
-    const frac = activatedCount / (newUsers || 1)
-    return Math.round(frac * 100 * 100) / 100
+  const dailyActivationRate = dailyNewUsers.map((newUsers, i) => {
+    const activedCount = sumBy(newUsers, (user) => {
+      const firstBet = firstBetDict[user.id]
+      return firstBet === i ? 1 : 0
+    })
+    return activedCount / newUsers.length
+  })
+  const dailyActivationRateWeeklyAvg = dailyActivationRate.map((_, i) => {
+    const start = Math.max(0, i - 6)
+    const end = i + 1
+    return average(dailyActivationRate.slice(start, end))
   })
-  const dailySignups = dailyNewUsers.map((users) => users.length)
 
-  const dailyTopTenthActions = zip(
-    dailyContracts,
-    dailyBets,
-    dailyComments
-  ).map(([contracts, bets, comments]) => {
-    const userIds = concat(
-      contracts?.map((c) => c.creatorId) ?? [],
-      bets?.map((b) => b.userId) ?? [],
-      comments?.map((c) => c.userId) ?? []
-    )
-    const counts = Object.values(countBy(userIds))
-    const sortedCounts = sortBy(counts, (count) => count).reverse()
-    if (sortedCounts.length === 0) return 0
-    const tenthPercentile = sortedCounts[Math.floor(sortedCounts.length * 0.1)]
-    return tenthPercentile
-  })
-  const weeklyTopTenthActions = dailyTopTenthActions.map((_, i) => {
-    const start = Math.max(0, i - 6)
-    const end = i
-    return average(dailyTopTenthActions.slice(start, end))
-  })
-  const monthlyTopTenthActions = dailyTopTenthActions.map((_, i) => {
-    const start = Math.max(0, i - 29)
-    const end = i
-    return average(dailyTopTenthActions.slice(start, end))
-  })
+  const dailySignups = dailyNewUsers.map((users) => users.length)
 
   // Total mana divided by 100.
   const dailyManaBet = dailyBets.map((bets) => {
@@ -269,37 +299,39 @@ export const updateStatsCore = async () => {
   })
   const weeklyManaBet = dailyManaBet.map((_, i) => {
     const start = Math.max(0, i - 6)
-    const end = i
+    const end = i + 1
     const total = sum(dailyManaBet.slice(start, end))
     if (end - start < 7) return (total * 7) / (end - start)
     return total
   })
   const monthlyManaBet = dailyManaBet.map((_, i) => {
     const start = Math.max(0, i - 29)
-    const end = i
+    const end = i + 1
     const total = sum(dailyManaBet.slice(start, end))
-    const range = end - start + 1
+    const range = end - start
     if (range < 30) return (total * 30) / range
     return total
   })
 
-  const statsData = {
+  const statsData: Stats = {
     startDate: startDate.valueOf(),
     dailyActiveUsers,
+    dailyActiveUsersWeeklyAvg,
     weeklyActiveUsers,
     monthlyActiveUsers,
+    d1,
+    d1WeeklyAvg,
+    nd1,
+    nd1WeeklyAvg,
+    nw1,
     dailyBetCounts,
     dailyContractCounts,
     dailyCommentCounts,
     dailySignups,
     weekOnWeekRetention,
-    weeklyActivationRate,
+    dailyActivationRate,
+    dailyActivationRateWeeklyAvg,
     monthlyRetention,
-    topTenthActions: {
-      daily: dailyTopTenthActions,
-      weekly: weeklyTopTenthActions,
-      monthly: monthlyTopTenthActions,
-    },
     manaBet: {
       daily: dailyManaBet,
       weekly: weeklyManaBet,
diff --git a/functions/src/utils.ts b/functions/src/utils.ts
index 23f7257a..6bb8349a 100644
--- a/functions/src/utils.ts
+++ b/functions/src/utils.ts
@@ -1,4 +1,5 @@
 import * as admin from 'firebase-admin'
+import fetch from 'node-fetch'
 
 import { chunk } from 'lodash'
 import { Contract } from '../../common/contract'
@@ -17,6 +18,18 @@ export const logMemory = () => {
   }
 }
 
+export const revalidateStaticProps = async (
+  // Path after domain: e.g. "/JamesGrugett/will-pete-buttigieg-ever-be-us-pres"
+  pathToRevalidate: string
+) => {
+  if (isProd()) {
+    const apiSecret = process.env.API_SECRET as string
+    const queryStr = `?pathToRevalidate=${pathToRevalidate}&apiSecret=${apiSecret}`
+    await fetch('https://manifold.markets/api/v0/revalidate' + queryStr)
+    console.log('Revalidated', pathToRevalidate)
+  }
+}
+
 export type UpdateSpec = {
   doc: admin.firestore.DocumentReference
   fields: { [k: string]: unknown }
@@ -153,3 +166,7 @@ export const chargeUser = (
 
   return updateUserBalance(userId, -charge, isAnte)
 }
+
+export const getContractPath = (contract: Contract) => {
+  return `/${contract.creatorUsername}/${contract.slug}`
+}
diff --git a/functions/src/weekly-markets-emails.ts b/functions/src/weekly-markets-emails.ts
index 50f7195a..bec5949c 100644
--- a/functions/src/weekly-markets-emails.ts
+++ b/functions/src/weekly-markets-emails.ts
@@ -16,7 +16,7 @@ import { DAY_MS } from '../../common/util/time'
 import { filterDefined } from '../../common/util/array'
 
 export const weeklyMarketsEmails = functions
-  .runWith({ secrets: ['MAILGUN_KEY'] })
+  .runWith({ secrets: ['MAILGUN_KEY'], memory: '4GB' })
   // every minute on Monday for an hour at 12pm PT (UTC -07:00)
   .pubsub.schedule('* 19 * * 1')
   .timeZone('Etc/UTC')
@@ -48,7 +48,7 @@ async function sendTrendingMarketsEmailsToAllUsers() {
   // get all users that haven't unsubscribed from weekly emails
   const privateUsersToSendEmailsTo = privateUsers.filter((user) => {
     return (
-      !user.unsubscribedFromWeeklyTrendingEmails &&
+      user.notificationPreferences.trending_markets.includes('email') &&
       !user.weeklyTrendingEmailSent
     )
   })
diff --git a/web/components/analytics/charts.tsx b/web/components/analytics/charts.tsx
index 56e71257..131ce2a0 100644
--- a/web/components/analytics/charts.tsx
+++ b/web/components/analytics/charts.tsx
@@ -1,5 +1,6 @@
 import { Point, ResponsiveLine } from '@nivo/line'
 import clsx from 'clsx'
+import { formatPercent } from 'common/util/format'
 import dayjs from 'dayjs'
 import { zip } from 'lodash'
 import { useWindowSize } from 'web/hooks/use-window-size'
@@ -63,18 +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, betCount]) => ({
-    x: date,
-    y: betCount,
-  }))
+  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
@@ -93,7 +97,7 @@ export function DailyPercentChart(props: {
           type: 'time',
         }}
         axisLeft={{
-          format: (value) => `${value}%`,
+          format: formatPercent,
         }}
         axisBottom={{
           tickValues: bottomAxisTicks,
@@ -109,15 +113,15 @@ export function DailyPercentChart(props: {
         margin={{ top: 20, right: 28, bottom: 22, left: 40 }}
         sliceTooltip={({ slice }) => {
           const point = slice.points[0]
-          return <Tooltip point={point} />
+          return <Tooltip point={point} isPercent />
         }}
       />
     </div>
   )
 }
 
-function Tooltip(props: { point: Point }) {
-  const { point } = props
+function Tooltip(props: { point: Point; isPercent?: boolean }) {
+  const { point, isPercent } = props
   return (
     <Col className="border border-gray-300 bg-white py-2 px-3">
       <div
@@ -126,7 +130,8 @@ function Tooltip(props: { point: Point }) {
           color: point.serieColor,
         }}
       >
-        <strong>{point.serieId}</strong> {point.data.yFormatted}
+        <strong>{point.serieId}</strong>{' '}
+        {isPercent ? formatPercent(+point.data.y) : Math.round(+point.data.y)}
       </div>
       <div>{dayjs(point.data.x).format('MMM DD')}</div>
     </Col>
diff --git a/web/components/answers/answer-resolve-panel.tsx b/web/components/answers/answer-resolve-panel.tsx
index 4594ea35..ddb7942c 100644
--- a/web/components/answers/answer-resolve-panel.tsx
+++ b/web/components/answers/answer-resolve-panel.tsx
@@ -1,6 +1,6 @@
 import clsx from 'clsx'
 import { sum } from 'lodash'
-import { useState } from 'react'
+import { useEffect, useState } from 'react'
 
 import { FreeResponseContract, MultipleChoiceContract } from 'common/contract'
 import { Col } from '../layout/col'
@@ -9,6 +9,7 @@ import { Row } from '../layout/row'
 import { ChooseCancelSelector } from '../yes-no-selector'
 import { ResolveConfirmationButton } from '../confirmation-button'
 import { removeUndefinedProps } from 'common/util/object'
+import { BETTOR, PAST_BETS } from 'common/user'
 
 export function AnswerResolvePanel(props: {
   isAdmin: boolean
@@ -32,6 +33,18 @@ export function AnswerResolvePanel(props: {
 
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [error, setError] = useState<string | undefined>(undefined)
+  const [warning, setWarning] = useState<string | undefined>(undefined)
+
+  useEffect(() => {
+    if (resolveOption === 'CANCEL') {
+      setWarning(
+        `All ${PAST_BETS} will be returned. Unique ${BETTOR} bonuses will be
+            withdrawn from your account.`
+      )
+    } else {
+      setWarning(undefined)
+    }
+  }, [resolveOption])
 
   const onResolve = async () => {
     if (resolveOption === 'CHOOSE' && answers.length !== 1) return
@@ -126,6 +139,7 @@ export function AnswerResolvePanel(props: {
       </Col>
 
       {!!error && <div className="text-red-500">{error}</div>}
+      {!!warning && <div className="text-warning">{warning}</div>}
     </Col>
   )
 }
diff --git a/web/components/arrange-home.tsx b/web/components/arrange-home.tsx
index 96fe0e6f..45c8a588 100644
--- a/web/components/arrange-home.tsx
+++ b/web/components/arrange-home.tsx
@@ -1,14 +1,22 @@
 import clsx from 'clsx'
 import { DragDropContext, Droppable, Draggable } from 'react-beautiful-dnd'
 import { MenuIcon } from '@heroicons/react/solid'
+import { toast } from 'react-hot-toast'
 
 import { Col } from 'web/components/layout/col'
 import { Row } from 'web/components/layout/row'
 import { Subtitle } from 'web/components/subtitle'
 import { keyBy } from 'lodash'
+import { XCircleIcon } from '@heroicons/react/outline'
+import { Button } from './button'
+import { updateUser } from 'web/lib/firebase/users'
+import { leaveGroup } from 'web/lib/firebase/groups'
+import { User } from 'common/user'
+import { useUser } from 'web/hooks/use-user'
+import { Group } from 'common/group'
 
 export function ArrangeHome(props: {
-  sections: { label: string; id: string }[]
+  sections: { label: string; id: string; group?: Group }[]
   setSectionIds: (sections: string[]) => void
 }) {
   const { sections, setSectionIds } = props
@@ -40,8 +48,9 @@ export function ArrangeHome(props: {
 
 function DraggableList(props: {
   title: string
-  items: { id: string; label: string }[]
+  items: { id: string; label: string; group?: Group }[]
 }) {
+  const user = useUser()
   const { title, items } = props
   return (
     <Droppable droppableId={title.toLowerCase()}>
@@ -66,6 +75,7 @@ function DraggableList(props: {
                       snapshot.isDragging && 'z-[9000] bg-gray-200'
                     )}
                     item={item}
+                    user={user}
                   />
                 </div>
               )}
@@ -79,23 +89,53 @@ function DraggableList(props: {
 }
 
 const SectionItem = (props: {
-  item: { id: string; label: string }
+  item: { id: string; label: string; group?: Group }
+  user: User | null | undefined
   className?: string
 }) => {
-  const { item, className } = props
+  const { item, user, className } = props
+  const { group } = item
 
   return (
-    <div
+    <Row
       className={clsx(
         className,
-        'flex flex-row items-center gap-4 rounded bg-gray-50 p-2'
+        'items-center justify-between gap-4 rounded bg-gray-50 p-2'
       )}
     >
-      <MenuIcon
-        className="h-5 w-5 flex-shrink-0 text-gray-500"
-        aria-hidden="true"
-      />{' '}
-      {item.label}
-    </div>
+      <Row className="items-center gap-4">
+        <MenuIcon
+          className="h-5 w-5 flex-shrink-0 text-gray-500"
+          aria-hidden="true"
+        />{' '}
+        {item.label}
+      </Row>
+
+      {group && (
+        <Button
+          className="pt-1 pb-1"
+          color="gray-white"
+          onClick={() => {
+            if (user) {
+              const homeSections = (user.homeSections ?? []).filter(
+                (id) => id !== group.id
+              )
+              updateUser(user.id, { homeSections })
+
+              toast.promise(leaveGroup(group, user.id), {
+                loading: 'Unfollowing group...',
+                success: `Unfollowed ${group.name}`,
+                error: "Couldn't unfollow group, try again?",
+              })
+            }
+          }}
+        >
+          <XCircleIcon
+            className={clsx('h-5 w-5 flex-shrink-0')}
+            aria-hidden="true"
+          />
+        </Button>
+      )}
+    </Row>
   )
 }
diff --git a/web/components/bet-button.tsx b/web/components/bet-button.tsx
index c0177fb3..d207a7ab 100644
--- a/web/components/bet-button.tsx
+++ b/web/components/bet-button.tsx
@@ -10,7 +10,6 @@ import { useSaveBinaryShares } from './use-save-binary-shares'
 import { Col } from './layout/col'
 import { Button } from 'web/components/button'
 import { BetSignUpPrompt } from './sign-up-prompt'
-import { PRESENT_BET } from 'common/user'
 
 /** Button that opens BetPanel in a new modal */
 export default function BetButton(props: {
@@ -42,7 +41,7 @@ export default function BetButton(props: {
             )}
             onClick={() => setOpen(true)}
           >
-            {PRESENT_BET}
+            Predict
           </Button>
         ) : (
           <BetSignUpPrompt />
diff --git a/web/components/bets-list.tsx b/web/components/bets-list.tsx
index 9c76174b..97d11758 100644
--- a/web/components/bets-list.tsx
+++ b/web/components/bets-list.tsx
@@ -756,9 +756,10 @@ function SellButton(props: {
 
 export function ProfitBadge(props: {
   profitPercent: number
+  round?: boolean
   className?: string
 }) {
-  const { profitPercent, className } = props
+  const { profitPercent, round, className } = props
   if (!profitPercent) return null
   const colors =
     profitPercent > 0
@@ -773,7 +774,9 @@ export function ProfitBadge(props: {
         className
       )}
     >
-      {(profitPercent > 0 ? '+' : '') + profitPercent.toFixed(1) + '%'}
+      {(profitPercent > 0 ? '+' : '') +
+        profitPercent.toFixed(round ? 0 : 1) +
+        '%'}
     </span>
   )
 }
diff --git a/web/components/contract-search.tsx b/web/components/contract-search.tsx
index 9ecb6a2c..3d25dcdd 100644
--- a/web/components/contract-search.tsx
+++ b/web/components/contract-search.tsx
@@ -1,5 +1,4 @@
 /* eslint-disable react-hooks/exhaustive-deps */
-import algoliasearch from 'algoliasearch/lite'
 import { SearchOptions } from '@algolia/client-search'
 import { useRouter } from 'next/router'
 import { Contract } from 'common/contract'
@@ -11,7 +10,7 @@ import {
 import { ShowTime } from './contract/contract-details'
 import { Row } from './layout/row'
 import { useEffect, useLayoutEffect, useRef, useMemo, ReactNode } from 'react'
-import { ENV, IS_PRIVATE_MANIFOLD } from 'common/envs/constants'
+import { IS_PRIVATE_MANIFOLD } from 'common/envs/constants'
 import { useFollows } from 'web/hooks/use-follows'
 import {
   historyStore,
@@ -28,14 +27,11 @@ import { DEFAULT_CATEGORY_GROUPS } from 'common/categories'
 import { Col } from './layout/col'
 import clsx from 'clsx'
 import { safeLocalStorage } from 'web/lib/util/local'
-
-const searchClient = algoliasearch(
-  'GJQPAYENIF',
-  '75c28fc084a80e1129d427d470cf41a3'
-)
-
-const indexPrefix = ENV === 'DEV' ? 'dev-' : ''
-const searchIndexName = ENV === 'DEV' ? 'dev-contracts' : 'contractsIndex'
+import {
+  getIndexName,
+  searchClient,
+  searchIndexName,
+} from 'web/lib/service/algolia'
 
 export const SORTS = [
   { label: 'Newest', value: 'newest' },
@@ -154,7 +150,7 @@ export function ContractSearch(props: {
     if (freshQuery || requestedPage < state.numPages) {
       const index = query
         ? searchIndex
-        : searchClient.initIndex(`${indexPrefix}contracts-${sort}`)
+        : searchClient.initIndex(getIndexName(sort))
       const numericFilters = query
         ? []
         : [
diff --git a/web/components/contract/contract-details.tsx b/web/components/contract/contract-details.tsx
index 6dbbd2d2..3525b9f9 100644
--- a/web/components/contract/contract-details.tsx
+++ b/web/components/contract/contract-details.tsx
@@ -309,7 +309,7 @@ export function ExtraMobileContractDetails(props: {
           <Tooltip
             text={`${formatMoney(
               volume
-            )} bet - ${uniqueBettors} unique predictors`}
+            )} bet - ${uniqueBettors} unique traders`}
           >
             {volumeTranslation}
           </Tooltip>
diff --git a/web/components/contract/contract-leaderboard.tsx b/web/components/contract/contract-leaderboard.tsx
index fec6744d..a863f1bf 100644
--- a/web/components/contract/contract-leaderboard.tsx
+++ b/web/components/contract/contract-leaderboard.tsx
@@ -106,7 +106,6 @@ export function ContractTopTrades(props: {
               contract={contract}
               comment={commentsById[topCommentId]}
               tips={tips[topCommentId]}
-              betsBySameUser={[betsById[topCommentId]]}
             />
           </div>
           <Spacer h={16} />
diff --git a/web/components/contract/contract-tabs.tsx b/web/components/contract/contract-tabs.tsx
index e1ee141e..b5895f60 100644
--- a/web/components/contract/contract-tabs.tsx
+++ b/web/components/contract/contract-tabs.tsx
@@ -75,7 +75,9 @@ export function ContractTabs(props: {
       <>
         <FreeResponseContractCommentsActivity
           contract={contract}
-          bets={visibleBets}
+          betsByCurrentUser={
+            user ? visibleBets.filter((b) => b.userId === user.id) : []
+          }
           comments={comments}
           tips={tips}
           user={user}
@@ -85,7 +87,9 @@ export function ContractTabs(props: {
           <div className={'mb-4 w-full border-b border-gray-200'} />
           <ContractCommentsActivity
             contract={contract}
-            bets={generalBets}
+            betsByCurrentUser={
+              user ? generalBets.filter((b) => b.userId === user.id) : []
+            }
             comments={generalComments}
             tips={tips}
             user={user}
@@ -95,7 +99,9 @@ export function ContractTabs(props: {
     ) : (
       <ContractCommentsActivity
         contract={contract}
-        bets={visibleBets}
+        betsByCurrentUser={
+          user ? visibleBets.filter((b) => b.userId === user.id) : []
+        }
         comments={comments}
         tips={tips}
         user={user}
diff --git a/web/components/contract/prob-change-table.tsx b/web/components/contract/prob-change-table.tsx
index 16de0d44..0c7fdfbc 100644
--- a/web/components/contract/prob-change-table.tsx
+++ b/web/components/contract/prob-change-table.tsx
@@ -19,19 +19,21 @@ export function ProbChangeTable(props: {
 
   const { positiveChanges, negativeChanges } = changes
 
-  const threshold = 0.075
-  const countOverThreshold = Math.max(
-    positiveChanges.findIndex((c) => c.probChanges.day < threshold) + 1,
-    negativeChanges.findIndex((c) => c.probChanges.day > -threshold) + 1
+  const threshold = 0.01
+  const positiveAboveThreshold = positiveChanges.filter(
+    (c) => c.probChanges.day > threshold
   )
-  const maxRows = Math.min(positiveChanges.length, negativeChanges.length)
-  const rows = Math.min(
-    full ? Infinity : 3,
-    Math.min(maxRows, countOverThreshold)
+  const negativeAboveThreshold = negativeChanges.filter(
+    (c) => c.probChanges.day < threshold
   )
+  const maxRows = Math.min(
+    positiveAboveThreshold.length,
+    negativeAboveThreshold.length
+  )
+  const rows = full ? maxRows : Math.min(3, maxRows)
 
-  const filteredPositiveChanges = positiveChanges.slice(0, rows)
-  const filteredNegativeChanges = negativeChanges.slice(0, rows)
+  const filteredPositiveChanges = positiveAboveThreshold.slice(0, rows)
+  const filteredNegativeChanges = negativeAboveThreshold.slice(0, rows)
 
   if (rows === 0) return <div className="px-4 text-gray-500">None</div>
 
@@ -54,14 +56,14 @@ export function ProbChangeTable(props: {
 function ProbChangeRow(props: { contract: CPMMContract }) {
   const { contract } = props
   return (
-    <Row className="items-center hover:bg-gray-100">
-      <ProbChange className="p-4 text-right text-xl" contract={contract} />
+    <Row className="items-center justify-between gap-4 hover:bg-gray-100">
       <SiteLink
-        className="p-4 pl-2 font-semibold text-indigo-700"
+        className="p-4 pr-0 font-semibold text-indigo-700"
         href={contractPath(contract)}
       >
         <span className="line-clamp-2">{contract.question}</span>
       </SiteLink>
+      <ProbChange className="py-2 pr-4 text-xl" contract={contract} />
     </Row>
   )
 }
@@ -72,19 +74,20 @@ export function ProbChange(props: {
 }) {
   const { contract, className } = props
   const {
+    prob,
     probChanges: { day: change },
   } = contract
 
-  const color =
-    change > 0
-      ? 'text-green-500'
-      : change < 0
-      ? 'text-red-500'
-      : 'text-gray-600'
+  const color = change >= 0 ? 'text-green-500' : 'text-red-500'
 
-  const str =
-    change === 0
-      ? '+0%'
-      : `${change > 0 ? '+' : '-'}${formatPercent(Math.abs(change))}`
-  return <div className={clsx(className, color)}>{str}</div>
+  return (
+    <Col className={clsx('flex flex-col items-end', className)}>
+      <div className="mb-0.5 mr-0.5 text-2xl">
+        {formatPercent(Math.round(100 * prob) / 100)}
+      </div>
+      <div className={clsx('text-base', color)}>
+        {(change > 0 ? '+' : '') + (change * 100).toFixed(0) + '%'}
+      </div>
+    </Col>
+  )
 }
diff --git a/web/components/contract/share-modal.tsx b/web/components/contract/share-modal.tsx
index ff3f41ae..e1eb26eb 100644
--- a/web/components/contract/share-modal.tsx
+++ b/web/components/contract/share-modal.tsx
@@ -9,7 +9,6 @@ import { Row } from '../layout/row'
 import { ShareEmbedButton } from '../share-embed-button'
 import { Title } from '../title'
 import { TweetButton } from '../tweet-button'
-import { DuplicateContractButton } from '../copy-contract-button'
 import { Button } from '../button'
 import { copyToClipboard } from 'web/lib/util/copy'
 import { track, withTracking } from 'web/lib/service/analytics'
@@ -21,6 +20,7 @@ import { REFERRAL_AMOUNT } from 'common/economy'
 import { CreateChallengeModal } from 'web/components/challenges/create-challenge-modal'
 import { useState } from 'react'
 import { CHALLENGES_ENABLED } from 'common/challenge'
+import ChallengeIcon from 'web/lib/icons/challenge-icon'
 
 export function ShareModal(props: {
   contract: Contract
@@ -56,8 +56,8 @@ export function ShareModal(props: {
         </p>
         <Button
           size="2xl"
-          color="gradient"
-          className={'flex max-w-xs self-center'}
+          color="indigo"
+          className={'mb-2 flex max-w-xs self-center'}
           onClick={() => {
             copyToClipboard(shareUrl)
             toast.success('Link copied!', {
@@ -68,38 +68,39 @@ export function ShareModal(props: {
         >
           {linkIcon} Copy link
         </Button>
-        <Row className={'justify-center'}>or</Row>
-        {showChallenge && (
-          <Button
-            size="2xl"
-            color="gradient"
-            className={'mb-2 flex max-w-xs self-center'}
-            onClick={withTracking(
-              () => setOpenCreateChallengeModal(true),
-              'click challenge button'
-            )}
-          >
-            <span>⚔️ Challenge</span>
-            <CreateChallengeModal
-              isOpen={openCreateChallengeModal}
-              setOpen={(open) => {
-                if (!open) {
-                  setOpenCreateChallengeModal(false)
-                  setOpen(false)
-                } else setOpenCreateChallengeModal(open)
-              }}
-              user={user}
-              contract={contract}
-            />
-          </Button>
-        )}
+
         <Row className="z-0 flex-wrap justify-center gap-4 self-center">
           <TweetButton
             className="self-start"
             tweetText={getTweetText(contract, shareUrl)}
           />
+
           <ShareEmbedButton contract={contract} />
-          <DuplicateContractButton contract={contract} />
+
+          {showChallenge && (
+            <button
+              className={
+                'btn btn-xs flex-nowrap border-2 !border-indigo-500 !bg-white normal-case text-indigo-500'
+              }
+              onClick={withTracking(
+                () => setOpenCreateChallengeModal(true),
+                'click challenge button'
+              )}
+            >
+              ️<ChallengeIcon className="mr-1 h-4 w-4" /> Challenge
+              <CreateChallengeModal
+                isOpen={openCreateChallengeModal}
+                setOpen={(open) => {
+                  if (!open) {
+                    setOpenCreateChallengeModal(false)
+                    setOpen(false)
+                  } else setOpenCreateChallengeModal(open)
+                }}
+                user={user}
+                contract={contract}
+              />
+            </button>
+          )}
         </Row>
       </Col>
     </Modal>
diff --git a/web/components/feed/contract-activity.tsx b/web/components/feed/contract-activity.tsx
index b8a003fa..e660bf10 100644
--- a/web/components/feed/contract-activity.tsx
+++ b/web/components/feed/contract-activity.tsx
@@ -1,7 +1,6 @@
 import { useState } from 'react'
 import { Contract, FreeResponseContract } from 'common/contract'
 import { ContractComment } from 'common/comment'
-import { Answer } from 'common/answer'
 import { Bet } from 'common/bet'
 import { getOutcomeProbability } from 'common/calculate'
 import { Pagination } from 'web/components/pagination'
@@ -12,7 +11,7 @@ import { FeedCommentThread, ContractCommentInput } from './feed-comments'
 import { User } from 'common/user'
 import { CommentTipMap } from 'web/hooks/use-tip-txns'
 import { LiquidityProvision } from 'common/liquidity-provision'
-import { groupBy, sortBy, uniq } from 'lodash'
+import { groupBy, sortBy } from 'lodash'
 import { Col } from 'web/components/layout/col'
 
 export function ContractBetsActivity(props: {
@@ -73,13 +72,12 @@ export function ContractBetsActivity(props: {
 
 export function ContractCommentsActivity(props: {
   contract: Contract
-  bets: Bet[]
+  betsByCurrentUser: Bet[]
   comments: ContractComment[]
   tips: CommentTipMap
   user: User | null | undefined
 }) {
-  const { bets, contract, comments, user, tips } = props
-  const betsByUserId = groupBy(bets, (bet) => bet.userId)
+  const { betsByCurrentUser, contract, comments, user, tips } = props
   const commentsByUserId = groupBy(comments, (c) => c.userId)
   const commentsByParentId = groupBy(comments, (c) => c.replyToCommentId ?? '_')
   const topLevelComments = sortBy(
@@ -92,7 +90,7 @@ export function ContractCommentsActivity(props: {
       <ContractCommentInput
         className="mb-5"
         contract={contract}
-        betsByCurrentUser={(user && betsByUserId[user.id]) ?? []}
+        betsByCurrentUser={betsByCurrentUser}
         commentsByCurrentUser={(user && commentsByUserId[user.id]) ?? []}
       />
       {topLevelComments.map((parent) => (
@@ -106,8 +104,7 @@ export function ContractCommentsActivity(props: {
             (c) => c.createdTime
           )}
           tips={tips}
-          bets={bets}
-          betsByUserId={betsByUserId}
+          betsByCurrentUser={betsByCurrentUser}
           commentsByUserId={commentsByUserId}
         />
       ))}
@@ -117,32 +114,26 @@ export function ContractCommentsActivity(props: {
 
 export function FreeResponseContractCommentsActivity(props: {
   contract: FreeResponseContract
-  bets: Bet[]
+  betsByCurrentUser: Bet[]
   comments: ContractComment[]
   tips: CommentTipMap
   user: User | null | undefined
 }) {
-  const { bets, contract, comments, user, tips } = props
+  const { betsByCurrentUser, contract, comments, user, tips } = props
 
-  let outcomes = uniq(bets.map((bet) => bet.outcome))
-  outcomes = sortBy(
-    outcomes,
-    (outcome) => -getOutcomeProbability(contract, outcome)
+  const sortedAnswers = sortBy(
+    contract.answers,
+    (answer) => -getOutcomeProbability(contract, answer.number.toString())
   )
-
-  const answers = outcomes
-    .map((outcome) => {
-      return contract.answers.find((answer) => answer.id === outcome) as Answer
-    })
-    .filter((answer) => answer != null)
-
-  const betsByUserId = groupBy(bets, (bet) => bet.userId)
   const commentsByUserId = groupBy(comments, (c) => c.userId)
-  const commentsByOutcome = groupBy(comments, (c) => c.answerOutcome ?? '_')
+  const commentsByOutcome = groupBy(
+    comments,
+    (c) => c.answerOutcome ?? c.betOutcome ?? '_'
+  )
 
   return (
     <>
-      {answers.map((answer) => (
+      {sortedAnswers.map((answer) => (
         <div key={answer.id} className={'relative pb-4'}>
           <span
             className="absolute top-5 left-5 -ml-px h-[calc(100%-2rem)] w-0.5 bg-gray-200"
@@ -157,7 +148,7 @@ export function FreeResponseContractCommentsActivity(props: {
               (c) => c.createdTime
             )}
             tips={tips}
-            betsByUserId={betsByUserId}
+            betsByCurrentUser={betsByCurrentUser}
             commentsByUserId={commentsByUserId}
           />
         </div>
diff --git a/web/components/feed/feed-answer-comment-group.tsx b/web/components/feed/feed-answer-comment-group.tsx
index 0535ac33..958b6d6d 100644
--- a/web/components/feed/feed-answer-comment-group.tsx
+++ b/web/components/feed/feed-answer-comment-group.tsx
@@ -27,7 +27,7 @@ export function FeedAnswerCommentGroup(props: {
   answer: Answer
   answerComments: ContractComment[]
   tips: CommentTipMap
-  betsByUserId: Dictionary<Bet[]>
+  betsByCurrentUser: Bet[]
   commentsByUserId: Dictionary<ContractComment[]>
 }) {
   const {
@@ -35,7 +35,7 @@ export function FeedAnswerCommentGroup(props: {
     contract,
     answerComments,
     tips,
-    betsByUserId,
+    betsByCurrentUser,
     commentsByUserId,
     user,
   } = props
@@ -48,7 +48,6 @@ export function FeedAnswerCommentGroup(props: {
   const router = useRouter()
 
   const answerElementId = `answer-${answer.id}`
-  const betsByCurrentUser = (user && betsByUserId[user.id]) ?? []
   const commentsByCurrentUser = (user && commentsByUserId[user.id]) ?? []
   const isFreeResponseContractPage = !!commentsByCurrentUser
   const mostRecentCommentableBet = getMostRecentCommentableBet(
@@ -166,7 +165,6 @@ export function FeedAnswerCommentGroup(props: {
             contract={contract}
             comment={comment}
             tips={tips[comment.id]}
-            betsBySameUser={betsByUserId[comment.userId] ?? []}
             onReplyClick={scrollAndOpenReplyInput}
           />
         ))}
diff --git a/web/components/feed/feed-comments.tsx b/web/components/feed/feed-comments.tsx
index 9d2ba85e..0eca8915 100644
--- a/web/components/feed/feed-comments.tsx
+++ b/web/components/feed/feed-comments.tsx
@@ -1,9 +1,9 @@
 import { Bet } from 'common/bet'
 import { ContractComment } from 'common/comment'
-import { PRESENT_BET, User } from 'common/user'
+import { User } from 'common/user'
 import { Contract } from 'common/contract'
 import React, { useEffect, useState } from 'react'
-import { minBy, maxBy, partition, sumBy, Dictionary } from 'lodash'
+import { Dictionary } from 'lodash'
 import { useUser } from 'web/hooks/use-user'
 import { formatMoney } from 'common/util/format'
 import { useRouter } from 'next/router'
@@ -29,8 +29,7 @@ export function FeedCommentThread(props: {
   threadComments: ContractComment[]
   tips: CommentTipMap
   parentComment: ContractComment
-  bets: Bet[]
-  betsByUserId: Dictionary<Bet[]>
+  betsByCurrentUser: Bet[]
   commentsByUserId: Dictionary<ContractComment[]>
 }) {
   const {
@@ -38,8 +37,7 @@ export function FeedCommentThread(props: {
     contract,
     threadComments,
     commentsByUserId,
-    bets,
-    betsByUserId,
+    betsByCurrentUser,
     tips,
     parentComment,
   } = props
@@ -64,17 +62,7 @@ export function FeedCommentThread(props: {
           contract={contract}
           comment={comment}
           tips={tips[comment.id]}
-          betsBySameUser={betsByUserId[comment.userId] ?? []}
           onReplyClick={scrollAndOpenReplyInput}
-          probAtCreatedTime={
-            contract.outcomeType === 'BINARY'
-              ? minBy(bets, (bet) => {
-                  return bet.createdTime < comment.createdTime
-                    ? comment.createdTime - bet.createdTime
-                    : comment.createdTime
-                })?.probAfter
-              : undefined
-          }
         />
       ))}
       {showReply && (
@@ -85,7 +73,7 @@ export function FeedCommentThread(props: {
           />
           <ContractCommentInput
             contract={contract}
-            betsByCurrentUser={(user && betsByUserId[user.id]) ?? []}
+            betsByCurrentUser={(user && betsByCurrentUser) ?? []}
             commentsByCurrentUser={(user && commentsByUserId[user.id]) ?? []}
             parentCommentId={parentComment.id}
             replyToUser={replyTo}
@@ -104,22 +92,21 @@ export function FeedComment(props: {
   contract: Contract
   comment: ContractComment
   tips: CommentTips
-  betsBySameUser: Bet[]
   indent?: boolean
-  probAtCreatedTime?: number
   onReplyClick?: (comment: ContractComment) => void
 }) {
+  const { contract, comment, tips, indent, onReplyClick } = props
   const {
-    contract,
-    comment,
-    tips,
-    betsBySameUser,
-    indent,
-    probAtCreatedTime,
-    onReplyClick,
-  } = props
-  const { text, content, userUsername, userName, userAvatarUrl, createdTime } =
-    comment
+    text,
+    content,
+    userUsername,
+    userName,
+    userAvatarUrl,
+    commenterPositionProb,
+    commenterPositionShares,
+    commenterPositionOutcome,
+    createdTime,
+  } = comment
   const betOutcome = comment.betOutcome
   let bought: string | undefined
   let money: string | undefined
@@ -136,13 +123,6 @@ export function FeedComment(props: {
     }
   }, [comment.id, router.asPath])
 
-  // Only calculated if they don't have a matching bet
-  const { userPosition, outcome } = getBettorsLargestPositionBeforeTime(
-    contract,
-    comment.createdTime,
-    comment.betId ? [] : betsBySameUser
-  )
-
   return (
     <Row
       id={comment.id}
@@ -167,14 +147,17 @@ export function FeedComment(props: {
             username={userUsername}
             name={userName}
           />{' '}
-          {!comment.betId != null &&
-            userPosition > 0 &&
+          {comment.betId == null &&
+            commenterPositionProb != null &&
+            commenterPositionOutcome != null &&
+            commenterPositionShares != null &&
+            commenterPositionShares > 0 &&
             contract.outcomeType !== 'NUMERIC' && (
               <>
                 {'is '}
                 <CommentStatus
-                  prob={probAtCreatedTime}
-                  outcome={outcome}
+                  prob={commenterPositionProb}
+                  outcome={commenterPositionOutcome}
                   contract={contract}
                 />
               </>
@@ -255,7 +238,7 @@ function CommentStatus(props: {
   const { contract, outcome, prob } = props
   return (
     <>
-      {` ${PRESENT_BET}ing `}
+      {` predicting `}
       <OutcomeLabel outcome={outcome} contract={contract} truncate="short" />
       {prob && ' at ' + Math.round(prob * 100) + '%'}
     </>
@@ -310,56 +293,6 @@ export function ContractCommentInput(props: {
   )
 }
 
-function getBettorsLargestPositionBeforeTime(
-  contract: Contract,
-  createdTime: number,
-  bets: Bet[]
-) {
-  let yesFloorShares = 0,
-    yesShares = 0,
-    noShares = 0,
-    noFloorShares = 0
-
-  const previousBets = bets.filter(
-    (prevBet) => prevBet.createdTime < createdTime && !prevBet.isAnte
-  )
-
-  if (contract.outcomeType === 'FREE_RESPONSE') {
-    const answerCounts: { [outcome: string]: number } = {}
-    for (const bet of previousBets) {
-      if (bet.outcome) {
-        if (!answerCounts[bet.outcome]) {
-          answerCounts[bet.outcome] = bet.amount
-        } else {
-          answerCounts[bet.outcome] += bet.amount
-        }
-      }
-    }
-    const majorityAnswer =
-      maxBy(Object.keys(answerCounts), (outcome) => answerCounts[outcome]) ?? ''
-    return {
-      userPosition: answerCounts[majorityAnswer] || 0,
-      outcome: majorityAnswer,
-    }
-  }
-  if (bets.length === 0) {
-    return { userPosition: 0, outcome: '' }
-  }
-
-  const [yesBets, noBets] = partition(
-    previousBets ?? [],
-    (bet) => bet.outcome === 'YES'
-  )
-  yesShares = sumBy(yesBets, (bet) => bet.shares)
-  noShares = sumBy(noBets, (bet) => bet.shares)
-  yesFloorShares = Math.floor(yesShares)
-  noFloorShares = Math.floor(noShares)
-
-  const userPosition = yesFloorShares || noFloorShares
-  const outcome = yesFloorShares > noFloorShares ? 'YES' : 'NO'
-  return { userPosition, outcome }
-}
-
 function canCommentOnBet(bet: Bet, user?: User | null) {
   const { userId, createdTime, isRedemption } = bet
   const isSelf = user?.id === userId
diff --git a/web/components/groups/create-group-button.tsx b/web/components/groups/create-group-button.tsx
index 435dc741..e0324c4e 100644
--- a/web/components/groups/create-group-button.tsx
+++ b/web/components/groups/create-group-button.tsx
@@ -6,7 +6,6 @@ import { ConfirmationButton } from '../confirmation-button'
 import { Col } from '../layout/col'
 import { Spacer } from '../layout/spacer'
 import { Title } from '../title'
-import { FilterSelectUsers } from 'web/components/filter-select-users'
 import { User } from 'common/user'
 import { MAX_GROUP_NAME_LENGTH } from 'common/group'
 import { createGroup } from 'web/lib/firebase/api'
@@ -17,35 +16,30 @@ export function CreateGroupButton(props: {
   label?: string
   onOpenStateChange?: (isOpen: boolean) => void
   goToGroupOnSubmit?: boolean
+  addGroupIdParamOnSubmit?: boolean
   icon?: JSX.Element
 }) {
-  const { user, className, label, onOpenStateChange, goToGroupOnSubmit, icon } =
-    props
-  const [defaultName, setDefaultName] = useState(`${user.name}'s group`)
+  const {
+    user,
+    className,
+    label,
+    onOpenStateChange,
+    goToGroupOnSubmit,
+    addGroupIdParamOnSubmit,
+    icon,
+  } = props
+
   const [name, setName] = useState('')
-  const [memberUsers, setMemberUsers] = useState<User[]>([])
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [errorText, setErrorText] = useState('')
 
   const router = useRouter()
 
-  function updateMemberUsers(users: User[]) {
-    const usersFirstNames = users.map((user) => user.name.split(' ')[0])
-    const postFix =
-      usersFirstNames.length > 3 ? ` & ${usersFirstNames.length - 3} more` : ''
-    const newName = `${user.name.split(' ')[0]}${
-      users.length > 0 ? ', ' + usersFirstNames.slice(0, 3).join(', ') : ''
-    }${postFix}'s group`
-    setDefaultName(newName)
-    setMemberUsers(users)
-  }
-
   const onSubmit = async () => {
     setIsSubmitting(true)
-    const groupName = name !== '' ? name : defaultName
     const newGroup = {
-      name: groupName,
-      memberIds: memberUsers.map((user) => user.id),
+      name,
+      memberIds: [],
       anyoneCanJoin: true,
     }
     const result = await createGroup(newGroup).catch((e) => {
@@ -62,12 +56,17 @@ export function CreateGroupButton(props: {
     console.log(result.details)
 
     if (result.group) {
-      updateMemberUsers([])
       if (goToGroupOnSubmit)
         router.push(groupPath(result.group.slug)).catch((e) => {
           console.log(e)
           setErrorText(e.message)
         })
+      else if (addGroupIdParamOnSubmit) {
+        router.replace({
+          pathname: router.pathname,
+          query: { ...router.query, groupId: result.group.id },
+        })
+      }
       setIsSubmitting(false)
       return true
     } else {
@@ -99,41 +98,26 @@ export function CreateGroupButton(props: {
       onSubmitWithSuccess={onSubmit}
       onOpenChanged={(isOpen) => {
         onOpenStateChange?.(isOpen)
-        updateMemberUsers([])
         setName('')
       }}
     >
       <Title className="!my-0" text="Create a group" />
 
       <Col className="gap-1 text-gray-500">
-        <div>You can add markets and members to your group after creation.</div>
+        <div>You can add markets to your group after creation.</div>
       </Col>
-      <div className={'text-error'}>{errorText}</div>
+      {errorText && <div className={'text-error'}>{errorText}</div>}
 
-      <div>
-        <div className="form-control w-full">
-          <label className="label">
-            <span className="mb-0">Add members (optional)</span>
-          </label>
-          <FilterSelectUsers
-            setSelectedUsers={updateMemberUsers}
-            selectedUsers={memberUsers}
-            ignoreUserIds={[user.id]}
-          />
-        </div>
-        <div className="form-control w-full">
-          <label className="label">
-            <span className="mt-1">Group name (optional)</span>
-          </label>
-          <input
-            placeholder={defaultName}
-            className="input input-bordered resize-none"
-            disabled={isSubmitting}
-            value={name}
-            maxLength={MAX_GROUP_NAME_LENGTH}
-            onChange={(e) => setName(e.target.value || '')}
-          />
-        </div>
+      <div className="form-control w-full">
+        <label className="mb-2 ml-1 mt-0">Group name</label>
+        <input
+          placeholder={'Your group name'}
+          className="input input-bordered resize-none"
+          disabled={isSubmitting}
+          value={name}
+          maxLength={MAX_GROUP_NAME_LENGTH}
+          onChange={(e) => setName(e.target.value || '')}
+        />
 
         <Spacer h={4} />
       </div>
diff --git a/web/components/groups/edit-group-button.tsx b/web/components/groups/edit-group-button.tsx
index 6349ad3f..bc8af2ac 100644
--- a/web/components/groups/edit-group-button.tsx
+++ b/web/components/groups/edit-group-button.tsx
@@ -16,7 +16,6 @@ export function EditGroupButton(props: { group: Group; className?: string }) {
   const router = useRouter()
 
   const [name, setName] = useState(group.name)
-  const [about, setAbout] = useState(group.about ?? '')
   const [open, setOpen] = useState(false)
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [addMemberUsers, setAddMemberUsers] = useState<User[]>([])
@@ -26,8 +25,7 @@ export function EditGroupButton(props: { group: Group; className?: string }) {
     setOpen(newOpen)
   }
 
-  const saveDisabled =
-    name === group.name && about === group.about && addMemberUsers.length === 0
+  const saveDisabled = name === group.name && addMemberUsers.length === 0
 
   const onSubmit = async () => {
     setIsSubmitting(true)
@@ -66,23 +64,6 @@ export function EditGroupButton(props: { group: Group; className?: string }) {
 
           <Spacer h={4} />
 
-          <div className="form-control w-full">
-            <label className="label">
-              <span className="mb-1">About</span>
-            </label>
-
-            <input
-              placeholder="Short description (140 characters max)"
-              className="input input-bordered resize-none"
-              disabled={isSubmitting}
-              value={about}
-              maxLength={140}
-              onChange={(e) => setAbout(e.target.value || '')}
-            />
-          </div>
-
-          <Spacer h={4} />
-
           <div className="form-control w-full">
             <label className="label">
               <span className="mb-0">Add members</span>
diff --git a/web/components/groups/group-selector.tsx b/web/components/groups/group-selector.tsx
index 54fc0764..a04a91af 100644
--- a/web/components/groups/group-selector.tsx
+++ b/web/components/groups/group-selector.tsx
@@ -131,7 +131,7 @@ export function GroupSelector(props: {
                         )}
                         <span
                           className={clsx(
-                            'ml-3 mt-1 block flex flex-row justify-between',
+                            'ml-3 mt-1 flex flex-row justify-between',
                             selected && 'font-semibold'
                           )}
                         >
@@ -166,7 +166,7 @@ export function GroupSelector(props: {
                     'w-full justify-start rounded-none border-0 bg-white pl-2 font-normal text-gray-900 hover:bg-indigo-500 hover:text-white'
                   }
                   label={'Create a new Group'}
-                  goToGroupOnSubmit={false}
+                  addGroupIdParamOnSubmit
                   icon={
                     <PlusCircleIcon className="text-primary mr-2 h-5 w-5" />
                   }
diff --git a/web/components/nav/bottom-nav-bar.tsx b/web/components/nav/bottom-nav-bar.tsx
index aeb5a2bc..f906b21d 100644
--- a/web/components/nav/bottom-nav-bar.tsx
+++ b/web/components/nav/bottom-nav-bar.tsx
@@ -8,7 +8,8 @@ import {
 } from '@heroicons/react/outline'
 import { Transition, Dialog } from '@headlessui/react'
 import { useState, Fragment } from 'react'
-import Sidebar, { Item } from './sidebar'
+import Sidebar from './sidebar'
+import { Item } from './sidebar-item'
 import { useUser } from 'web/hooks/use-user'
 import { formatMoney } from 'common/util/format'
 import { Avatar } from '../avatar'
diff --git a/web/components/nav/group-nav-bar.tsx b/web/components/nav/group-nav-bar.tsx
index 986f35a1..9ea3f5a4 100644
--- a/web/components/nav/group-nav-bar.tsx
+++ b/web/components/nav/group-nav-bar.tsx
@@ -1,5 +1,5 @@
 import { ClipboardIcon, HomeIcon } from '@heroicons/react/outline'
-import { Item } from './sidebar'
+import { Item } from './sidebar-item'
 
 import clsx from 'clsx'
 import { trackCallback } from 'web/lib/service/analytics'
@@ -32,7 +32,7 @@ export function GroupNavBar(props: {
   const user = useUser()
 
   return (
-    <nav className="fixed inset-x-0 bottom-0 z-20 flex justify-between border-t-2 bg-white text-xs text-gray-700 lg:hidden">
+    <nav className="z-20 flex justify-between border-t-2 bg-white text-xs text-gray-700 lg:hidden">
       {mobileGroupNavigation.map((item) => (
         <NavBarItem
           key={item.name}
diff --git a/web/components/nav/group-sidebar.tsx b/web/components/nav/group-sidebar.tsx
index 12f9e7a9..a68064e0 100644
--- a/web/components/nav/group-sidebar.tsx
+++ b/web/components/nav/group-sidebar.tsx
@@ -7,7 +7,7 @@ import React from 'react'
 import TrophyIcon from 'web/lib/icons/trophy-icon'
 import { SignInButton } from '../sign-in-button'
 import NotificationsIcon from '../notifications-icon'
-import { SidebarItem } from './sidebar'
+import { SidebarItem } from './sidebar-item'
 import { buildArray } from 'common/util/array'
 import { User } from 'common/user'
 import { Row } from '../layout/row'
diff --git a/web/components/nav/more-button.tsx b/web/components/nav/more-button.tsx
new file mode 100644
index 00000000..5e6653f3
--- /dev/null
+++ b/web/components/nav/more-button.tsx
@@ -0,0 +1,23 @@
+import { DotsHorizontalIcon } from '@heroicons/react/outline'
+
+export function MoreButton() {
+  return <SidebarButton text={'More'} icon={DotsHorizontalIcon} />
+}
+
+function SidebarButton(props: {
+  text: string
+  icon: React.ComponentType<{ className?: string }>
+  children?: React.ReactNode
+}) {
+  const { text, children } = props
+  return (
+    <a className="group flex items-center rounded-md px-3 py-2 text-sm font-medium text-gray-600 hover:cursor-pointer hover:bg-gray-100">
+      <props.icon
+        className="-ml-1 mr-3 h-6 w-6 flex-shrink-0 text-gray-400 group-hover:text-gray-500"
+        aria-hidden="true"
+      />
+      <span className="truncate">{text}</span>
+      {children}
+    </a>
+  )
+}
diff --git a/web/components/nav/sidebar-item.tsx b/web/components/nav/sidebar-item.tsx
new file mode 100644
index 00000000..0023511f
--- /dev/null
+++ b/web/components/nav/sidebar-item.tsx
@@ -0,0 +1,63 @@
+import React from 'react'
+import clsx from 'clsx'
+import Link from 'next/link'
+
+import { trackCallback } from 'web/lib/service/analytics'
+
+export type Item = {
+  name: string
+  trackingEventName?: string
+  href?: string
+  key?: string
+  icon?: React.ComponentType<{ className?: string }>
+}
+
+export function SidebarItem(props: {
+  item: Item
+  currentPage: string
+  onClick?: (key: string) => void
+}) {
+  const { item, currentPage, onClick } = props
+  const isCurrentPage =
+    item.href != null ? item.href === currentPage : item.key === currentPage
+
+  const sidebarItem = (
+    <a
+      onClick={trackCallback('sidebar: ' + item.name)}
+      className={clsx(
+        isCurrentPage
+          ? 'bg-gray-200 text-gray-900'
+          : 'text-gray-600 hover:bg-gray-100',
+        'group flex items-center rounded-md px-3 py-2 text-sm font-medium'
+      )}
+      aria-current={item.href == currentPage ? 'page' : undefined}
+    >
+      {item.icon && (
+        <item.icon
+          className={clsx(
+            isCurrentPage
+              ? 'text-gray-500'
+              : 'text-gray-400 group-hover:text-gray-500',
+            '-ml-1 mr-3 h-6 w-6 flex-shrink-0'
+          )}
+          aria-hidden="true"
+        />
+      )}
+      <span className="truncate">{item.name}</span>
+    </a>
+  )
+
+  if (item.href) {
+    return (
+      <Link href={item.href} key={item.name}>
+        {sidebarItem}
+      </Link>
+    )
+  } else {
+    return onClick ? (
+      <button onClick={() => onClick(item.key ?? '#')}>{sidebarItem}</button>
+    ) : (
+      <> </>
+    )
+  }
+}
diff --git a/web/components/nav/sidebar.tsx b/web/components/nav/sidebar.tsx
index ae03655b..45347774 100644
--- a/web/components/nav/sidebar.tsx
+++ b/web/components/nav/sidebar.tsx
@@ -1,29 +1,93 @@
+import React from 'react'
 import {
   HomeIcon,
   SearchIcon,
   BookOpenIcon,
-  DotsHorizontalIcon,
   CashIcon,
   HeartIcon,
   ChatIcon,
+  ChartBarIcon,
 } from '@heroicons/react/outline'
 import clsx from 'clsx'
-import Link from 'next/link'
 import Router, { useRouter } from 'next/router'
+
 import { useUser } from 'web/hooks/use-user'
 import { firebaseLogout, User } from 'web/lib/firebase/users'
 import { ManifoldLogo } from './manifold-logo'
 import { MenuButton, MenuItem } from './menu'
 import { ProfileSummary } from './profile-menu'
 import NotificationsIcon from 'web/components/notifications-icon'
-import React from 'react'
 import { IS_PRIVATE_MANIFOLD } from 'common/envs/constants'
 import { CreateQuestionButton } from 'web/components/create-question-button'
-import { trackCallback, withTracking } from 'web/lib/service/analytics'
+import { withTracking } from 'web/lib/service/analytics'
 import { CHALLENGES_ENABLED } from 'common/challenge'
 import { buildArray } from 'common/util/array'
 import TrophyIcon from 'web/lib/icons/trophy-icon'
 import { SignInButton } from '../sign-in-button'
+import { SidebarItem } from './sidebar-item'
+import { MoreButton } from './more-button'
+
+export default function Sidebar(props: { className?: string }) {
+  const { className } = props
+  const router = useRouter()
+  const currentPage = router.pathname
+
+  const user = useUser()
+
+  const desktopNavOptions = !user
+    ? signedOutDesktopNavigation
+    : getDesktopNavigation()
+
+  const mobileNavOptions = !user
+    ? signedOutMobileNavigation
+    : signedInMobileNavigation
+
+  const createMarketButton = user && !user.isBannedFromPosting && (
+    <CreateQuestionButton />
+  )
+
+  return (
+    <nav
+      aria-label="Sidebar"
+      className={clsx('flex max-h-[100vh] flex-col', className)}
+    >
+      <ManifoldLogo className="py-6" twoLine />
+
+      {!user && <SignInButton className="mb-4" />}
+
+      {user && <ProfileSummary user={user} />}
+
+      {/* Mobile navigation */}
+      <div className="flex min-h-0 shrink flex-col gap-1 lg:hidden">
+        {mobileNavOptions.map((item) => (
+          <SidebarItem key={item.href} item={item} currentPage={currentPage} />
+        ))}
+
+        {user && (
+          <MenuButton
+            menuItems={getMoreMobileNav()}
+            buttonContent={<MoreButton />}
+          />
+        )}
+
+        {createMarketButton}
+      </div>
+
+      {/* Desktop navigation */}
+      <div className="hidden min-h-0 shrink flex-col items-stretch gap-1 lg:flex ">
+        {desktopNavOptions.map((item) => (
+          <SidebarItem key={item.href} item={item} currentPage={currentPage} />
+        ))}
+        <MenuButton
+          menuItems={getMoreDesktopNavigation(user)}
+          buttonContent={<MoreButton />}
+        />
+
+        {createMarketButton}
+      </div>
+    </nav>
+  )
+}
 
 const logout = async () => {
   // log out, and then reload the page, in case SSR wants to boot them out
@@ -32,7 +96,7 @@ const logout = async () => {
   await Router.replace(Router.asPath)
 }
 
-function getNavigation() {
+function getDesktopNavigation() {
   return [
     { name: 'Home', href: '/home', icon: HomeIcon },
     { name: 'Search', href: '/search', icon: SearchIcon },
@@ -51,10 +115,10 @@ function getNavigation() {
   ]
 }
 
-function getMoreNavigation(user?: User | null) {
+function getMoreDesktopNavigation(user?: User | null) {
   if (IS_PRIVATE_MANIFOLD) {
     return [
-      { name: 'Leaderboards', href: '/leaderboards' },
+      { name: 'Leaderboards', href: '/leaderboards', icon: ChartBarIcon },
       {
         name: 'Sign out',
         href: '#',
@@ -99,7 +163,7 @@ function getMoreNavigation(user?: User | null) {
   )
 }
 
-const signedOutNavigation = [
+const signedOutDesktopNavigation = [
   { name: 'Home', href: '/', icon: HomeIcon },
   { name: 'Explore', href: '/search', icon: SearchIcon },
   {
@@ -117,11 +181,14 @@ const signedOutMobileNavigation = [
   },
   { name: 'Charity', href: '/charity', icon: HeartIcon },
   { name: 'Tournaments', href: '/tournaments', icon: TrophyIcon },
+  { name: 'Leaderboards', href: '/leaderboards', icon: ChartBarIcon },
   { name: 'Discord', href: 'https://discord.gg/eHQBNBqXuh', icon: ChatIcon },
 ]
 
 const signedInMobileNavigation = [
+  { name: 'Search', href: '/search', icon: SearchIcon },
   { name: 'Tournaments', href: '/tournaments', icon: TrophyIcon },
+  { name: 'Leaderboards', href: '/leaderboards', icon: ChartBarIcon },
   ...(IS_PRIVATE_MANIFOLD
     ? []
     : [{ name: 'Get M$', href: '/add-funds', icon: CashIcon }]),
@@ -145,7 +212,6 @@ function getMoreMobileNav() {
     [
       { name: 'Groups', href: '/groups' },
       { name: 'Referrals', href: '/referrals' },
-      { name: 'Leaderboards', href: '/leaderboards' },
       { name: 'Charity', href: '/charity' },
       { name: 'Send M$', href: '/links' },
       { name: 'Discord', href: 'https://discord.gg/eHQBNBqXuh' },
@@ -153,136 +219,3 @@ function getMoreMobileNav() {
     signOut
   )
 }
-
-export type Item = {
-  name: string
-  trackingEventName?: string
-  href?: string
-  key?: string
-  icon?: React.ComponentType<{ className?: string }>
-}
-
-export function SidebarItem(props: {
-  item: Item
-  currentPage: string
-  onClick?: (key: string) => void
-}) {
-  const { item, currentPage, onClick } = props
-  const isCurrentPage =
-    item.href != null ? item.href === currentPage : item.key === currentPage
-
-  const sidebarItem = (
-    <a
-      onClick={trackCallback('sidebar: ' + item.name)}
-      className={clsx(
-        isCurrentPage
-          ? 'bg-gray-200 text-gray-900'
-          : 'text-gray-600 hover:bg-gray-100',
-        'group flex items-center rounded-md px-3 py-2 text-sm font-medium'
-      )}
-      aria-current={item.href == currentPage ? 'page' : undefined}
-    >
-      {item.icon && (
-        <item.icon
-          className={clsx(
-            isCurrentPage
-              ? 'text-gray-500'
-              : 'text-gray-400 group-hover:text-gray-500',
-            '-ml-1 mr-3 h-6 w-6 flex-shrink-0'
-          )}
-          aria-hidden="true"
-        />
-      )}
-      <span className="truncate">{item.name}</span>
-    </a>
-  )
-
-  if (item.href) {
-    return (
-      <Link href={item.href} key={item.name}>
-        {sidebarItem}
-      </Link>
-    )
-  } else {
-    return onClick ? (
-      <button onClick={() => onClick(item.key ?? '#')}>{sidebarItem}</button>
-    ) : (
-      <> </>
-    )
-  }
-}
-
-function SidebarButton(props: {
-  text: string
-  icon: React.ComponentType<{ className?: string }>
-  children?: React.ReactNode
-}) {
-  const { text, children } = props
-  return (
-    <a className="group flex items-center rounded-md px-3 py-2 text-sm font-medium text-gray-600 hover:cursor-pointer hover:bg-gray-100">
-      <props.icon
-        className="-ml-1 mr-3 h-6 w-6 flex-shrink-0 text-gray-400 group-hover:text-gray-500"
-        aria-hidden="true"
-      />
-      <span className="truncate">{text}</span>
-      {children}
-    </a>
-  )
-}
-
-function MoreButton() {
-  return <SidebarButton text={'More'} icon={DotsHorizontalIcon} />
-}
-
-export default function Sidebar(props: { className?: string }) {
-  const { className } = props
-  const router = useRouter()
-  const currentPage = router.pathname
-
-  const user = useUser()
-
-  const navigationOptions = !user ? signedOutNavigation : getNavigation()
-  const mobileNavigationOptions = !user
-    ? signedOutMobileNavigation
-    : signedInMobileNavigation
-
-  return (
-    <nav
-      aria-label="Sidebar"
-      className={clsx('flex max-h-[100vh] flex-col', className)}
-    >
-      <ManifoldLogo className="py-6" twoLine />
-
-      {!user && <SignInButton className="mb-4" />}
-
-      {user && <ProfileSummary user={user} />}
-
-      {/* Mobile navigation */}
-      <div className="flex min-h-0 shrink flex-col gap-1 lg:hidden">
-        {mobileNavigationOptions.map((item) => (
-          <SidebarItem key={item.href} item={item} currentPage={currentPage} />
-        ))}
-
-        {user && (
-          <MenuButton
-            menuItems={getMoreMobileNav()}
-            buttonContent={<MoreButton />}
-          />
-        )}
-      </div>
-
-      {/* Desktop navigation */}
-      <div className="hidden min-h-0 shrink flex-col items-stretch gap-1 lg:flex ">
-        {navigationOptions.map((item) => (
-          <SidebarItem key={item.href} item={item} currentPage={currentPage} />
-        ))}
-        <MenuButton
-          menuItems={getMoreNavigation(user)}
-          buttonContent={<MoreButton />}
-        />
-
-        {user && !user.isBannedFromPosting && <CreateQuestionButton />}
-      </div>
-    </nav>
-  )
-}
diff --git a/web/components/notification-settings.tsx b/web/components/notification-settings.tsx
index 7c1f3546..047d15dd 100644
--- a/web/components/notification-settings.tsx
+++ b/web/components/notification-settings.tsx
@@ -276,6 +276,7 @@ export function NotificationSettings(props: {
         <Col className={clsx(expanded ? 'block' : 'hidden', 'gap-2 p-2')}>
           {subscriptionTypes.map((subType) => (
             <NotificationSettingLine
+              key={subType}
               subscriptionTypeKey={subType as notification_preference}
               destinations={getUsersSavedPreference(
                 subType as notification_preference
diff --git a/web/components/onboarding/group-selector-dialog.tsx b/web/components/onboarding/group-selector-dialog.tsx
index e109e356..0a246403 100644
--- a/web/components/onboarding/group-selector-dialog.tsx
+++ b/web/components/onboarding/group-selector-dialog.tsx
@@ -10,6 +10,8 @@ import { Modal } from 'web/components/layout/modal'
 import { PillButton } from 'web/components/buttons/pill-button'
 import { Button } from 'web/components/button'
 import { Group } from 'common/group'
+import { LoadingIndicator } from '../loading-indicator'
+import { withTracking } from 'web/lib/service/analytics'
 
 export default function GroupSelectorDialog(props: {
   open: boolean
@@ -65,20 +67,26 @@ export default function GroupSelectorDialog(props: {
         </p>
 
         <div className="scrollbar-hide items-start gap-2 overflow-x-auto">
-          {user &&
+          {!user || displayedGroups.length === 0 ? (
+            <LoadingIndicator spinnerClassName="h-12 w-12" />
+          ) : (
             displayedGroups.map((group) => (
               <PillButton
                 selected={memberGroupIds.includes(group.id)}
-                onSelect={() =>
-                  memberGroupIds.includes(group.id)
-                    ? leaveGroup(group, user.id)
-                    : joinGroup(group, user.id)
-                }
+                onSelect={withTracking(
+                  () =>
+                    memberGroupIds.includes(group.id)
+                      ? leaveGroup(group, user.id)
+                      : joinGroup(group, user.id),
+                  'toggle group pill',
+                  { group: group.slug }
+                )}
                 className="mr-1 mb-2 max-w-[12rem] truncate"
               >
                 {group.name}
               </PillButton>
-            ))}
+            ))
+          )}
         </div>
       </Col>
       <Col>
diff --git a/web/components/share-embed-button.tsx b/web/components/share-embed-button.tsx
index 79c63d5a..0a5dc0c9 100644
--- a/web/components/share-embed-button.tsx
+++ b/web/components/share-embed-button.tsx
@@ -40,14 +40,7 @@ export function ShareEmbedButton(props: { contract: Contract }) {
         track('copy embed code')
       }}
     >
-      <Menu.Button
-        className="btn btn-xs normal-case"
-        style={{
-          backgroundColor: 'white',
-          border: '2px solid #9ca3af',
-          color: '#9ca3af', // text-gray-400
-        }}
-      >
+      <Menu.Button className="btn btn-xs border-2 !border-gray-500 !bg-white normal-case text-gray-500">
         {codeIcon}
         Embed
       </Menu.Button>
diff --git a/web/hooks/use-group.ts b/web/hooks/use-group.ts
index d3d8dd9f..9bcb59cd 100644
--- a/web/hooks/use-group.ts
+++ b/web/hooks/use-group.ts
@@ -2,6 +2,7 @@ import { useEffect, useState } from 'react'
 import { Group } from 'common/group'
 import { User } from 'common/user'
 import {
+  getGroup,
   getMemberGroups,
   GroupMemberDoc,
   groupMembers,
@@ -102,6 +103,24 @@ export const useMemberGroupIds = (user: User | null | undefined) => {
   return memberGroupIds
 }
 
+export function useMemberGroupsSubscription(user: User | null | undefined) {
+  const cachedGroups = useMemberGroups(user?.id) ?? []
+  const [groups, setGroups] = useState(cachedGroups)
+
+  const userId = user?.id
+  useEffect(() => {
+    if (userId) {
+      return listenForMemberGroupIds(userId, (groupIds) => {
+        Promise.all(groupIds.map((id) => getGroup(id))).then((groups) =>
+          setGroups(filterDefined(groups))
+        )
+      })
+    }
+  }, [userId])
+
+  return groups
+}
+
 export function useMembers(groupId: string | undefined) {
   const [members, setMembers] = useState<User[]>([])
   useEffect(() => {
diff --git a/web/hooks/use-prefetch.ts b/web/hooks/use-prefetch.ts
index 5d95baf4..46d78b3c 100644
--- a/web/hooks/use-prefetch.ts
+++ b/web/hooks/use-prefetch.ts
@@ -1,6 +1,5 @@
 import { usePrefetchUserBetContracts } from './use-contracts'
 import { usePrefetchPortfolioHistory } from './use-portfolio-history'
-import { usePrefetchProbChanges } from './use-prob-changes'
 import { usePrefetchUserBets } from './use-user-bets'
 
 export function usePrefetch(userId: string | undefined) {
@@ -9,6 +8,5 @@ export function usePrefetch(userId: string | undefined) {
     usePrefetchUserBets(maybeUserId),
     usePrefetchUserBetContracts(maybeUserId),
     usePrefetchPortfolioHistory(maybeUserId, 'weekly'),
-    usePrefetchProbChanges(userId),
   ])
 }
diff --git a/web/hooks/use-prob-changes.tsx b/web/hooks/use-prob-changes.tsx
index 699b67ee..f3a6eee9 100644
--- a/web/hooks/use-prob-changes.tsx
+++ b/web/hooks/use-prob-changes.tsx
@@ -1,11 +1,45 @@
 import { useFirestoreQueryData } from '@react-query-firebase/firestore'
+import { CPMMContract } from 'common/contract'
 import { MINUTE_MS } from 'common/util/time'
-import { useQueryClient } from 'react-query'
+import { useQuery, useQueryClient } from 'react-query'
 import {
   getProbChangesNegative,
   getProbChangesPositive,
 } from 'web/lib/firebase/contracts'
 import { getValues } from 'web/lib/firebase/utils'
+import { getIndexName, searchClient } from 'web/lib/service/algolia'
+
+export const useProbChangesAlgolia = (userId: string) => {
+  const { data: positiveData } = useQuery(['prob-change-day', userId], () =>
+    searchClient
+      .initIndex(getIndexName('prob-change-day'))
+      .search<CPMMContract>('', {
+        facetFilters: ['uniqueBettorIds:' + userId, 'isResolved:false'],
+      })
+  )
+  const { data: negativeData } = useQuery(
+    ['prob-change-day-ascending', userId],
+    () =>
+      searchClient
+        .initIndex(getIndexName('prob-change-day-ascending'))
+        .search<CPMMContract>('', {
+          facetFilters: ['uniqueBettorIds:' + userId, 'isResolved:false'],
+        })
+  )
+
+  if (!positiveData || !negativeData) {
+    return undefined
+  }
+
+  return {
+    positiveChanges: positiveData.hits
+      .filter((c) => c.probChanges && c.probChanges.day > 0)
+      .filter((c) => c.outcomeType === 'BINARY'),
+    negativeChanges: negativeData.hits
+      .filter((c) => c.probChanges && c.probChanges.day < 0)
+      .filter((c) => c.outcomeType === 'BINARY'),
+  }
+}
 
 export const useProbChanges = (userId: string) => {
   const { data: positiveChanges } = useFirestoreQueryData(
diff --git a/web/hooks/use-warn-unsaved-changes.ts b/web/hooks/use-warn-unsaved-changes.ts
index b871b8b2..04f6a59a 100644
--- a/web/hooks/use-warn-unsaved-changes.ts
+++ b/web/hooks/use-warn-unsaved-changes.ts
@@ -13,7 +13,11 @@ export const useWarnUnsavedChanges = (hasUnsavedChanges: boolean) => {
       return confirmationMessage
     }
 
-    const beforeRouteHandler = () => {
+    const beforeRouteHandler = (href: string) => {
+      const pathname = href.split('?')[0]
+      // Don't warn if the user is navigating to the same page.
+      if (pathname === location.pathname) return
+
       if (!confirm(confirmationMessage)) {
         Router.events.emit('routeChangeError')
         throw 'Abort route change. Please ignore this error.'
diff --git a/web/lib/icons/bold-icon.tsx b/web/lib/icons/bold-icon.tsx
index f4fec497..eb7c68e2 100644
--- a/web/lib/icons/bold-icon.tsx
+++ b/web/lib/icons/bold-icon.tsx
@@ -8,9 +8,9 @@ export default function BoldIcon(props: React.SVGProps<SVGSVGElement>) {
       viewBox="0 0 24 24"
       fill="none"
       stroke="currentColor"
-      stroke-width="2"
-      stroke-linecap="round"
-      stroke-linejoin="round"
+      strokeWidth="2"
+      strokeLinecap="round"
+      strokeLinejoin="round"
       {...props}
     >
       <path d="M6 4h8a4 4 0 0 1 4 4 4 4 0 0 1-4 4H6z"></path>
diff --git a/web/lib/icons/italic-icon.tsx b/web/lib/icons/italic-icon.tsx
index d412ed77..f0fb5883 100644
--- a/web/lib/icons/italic-icon.tsx
+++ b/web/lib/icons/italic-icon.tsx
@@ -8,9 +8,9 @@ export default function ItalicIcon(props: React.SVGProps<SVGSVGElement>) {
       viewBox="0 0 24 24"
       fill="none"
       stroke="currentColor"
-      stroke-width="2"
-      stroke-linecap="round"
-      stroke-linejoin="round"
+      strokeWidth="2"
+      strokeLinecap="round"
+      strokeLinejoin="round"
       {...props}
     >
       <line x1="19" y1="4" x2="10" y2="4"></line>
diff --git a/web/lib/icons/link-icon.tsx b/web/lib/icons/link-icon.tsx
index 6323344c..eb96e737 100644
--- a/web/lib/icons/link-icon.tsx
+++ b/web/lib/icons/link-icon.tsx
@@ -8,9 +8,9 @@ export default function LinkIcon(props: React.SVGProps<SVGSVGElement>) {
       viewBox="0 0 24 24"
       fill="none"
       stroke="currentColor"
-      stroke-width="2"
-      stroke-linecap="round"
-      stroke-linejoin="round"
+      strokeWidth="2"
+      strokeLinecap="round"
+      strokeLinejoin="round"
       {...props}
     >
       <path d="M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71"></path>
diff --git a/web/lib/service/algolia.ts b/web/lib/service/algolia.ts
new file mode 100644
index 00000000..3b6648a1
--- /dev/null
+++ b/web/lib/service/algolia.ts
@@ -0,0 +1,15 @@
+import algoliasearch from 'algoliasearch/lite'
+import { ENV } from 'common/envs/constants'
+
+export const searchClient = algoliasearch(
+  'GJQPAYENIF',
+  '75c28fc084a80e1129d427d470cf41a3'
+)
+
+const indexPrefix = ENV === 'DEV' ? 'dev-' : ''
+export const searchIndexName =
+  ENV === 'DEV' ? 'dev-contracts' : 'contractsIndex'
+
+export const getIndexName = (sort: string) => {
+  return `${indexPrefix}contracts-${sort}`
+}
diff --git a/web/lib/twitch/link-twitch-account.ts b/web/lib/twitch/link-twitch-account.ts
index f36a03b3..c68a781b 100644
--- a/web/lib/twitch/link-twitch-account.ts
+++ b/web/lib/twitch/link-twitch-account.ts
@@ -1,7 +1,6 @@
 import { PrivateUser, User } from 'common/user'
 import { generateNewApiKey } from '../api/api-key'
-
-const TWITCH_BOT_PUBLIC_URL = 'https://king-prawn-app-5btyw.ondigitalocean.app' // TODO: Add this to env config appropriately
+import { ENV_CONFIG } from 'common/envs/constants'
 
 async function postToBot(url: string, body: unknown) {
   const result = await fetch(url, {
@@ -21,13 +20,16 @@ export async function initLinkTwitchAccount(
   manifoldUserID: string,
   manifoldUserAPIKey: string
 ): Promise<[string, Promise<{ twitchName: string; controlToken: string }>]> {
-  const response = await postToBot(`${TWITCH_BOT_PUBLIC_URL}/api/linkInit`, {
-    manifoldID: manifoldUserID,
-    apiKey: manifoldUserAPIKey,
-    redirectURL: window.location.href,
-  })
+  const response = await postToBot(
+    `${ENV_CONFIG.twitchBotEndpoint}/api/linkInit`,
+    {
+      manifoldID: manifoldUserID,
+      apiKey: manifoldUserAPIKey,
+      redirectURL: window.location.href,
+    }
+  )
   const responseFetch = fetch(
-    `${TWITCH_BOT_PUBLIC_URL}/api/linkResult?userID=${manifoldUserID}`
+    `${ENV_CONFIG.twitchBotEndpoint}/api/linkResult?userID=${manifoldUserID}`
   )
   return [response.twitchAuthURL, responseFetch.then((r) => r.json())]
 }
@@ -50,15 +52,18 @@ export async function updateBotEnabledForUser(
   botEnabled: boolean
 ) {
   if (botEnabled) {
-    return postToBot(`${TWITCH_BOT_PUBLIC_URL}/registerchanneltwitch`, {
+    return postToBot(`${ENV_CONFIG.twitchBotEndpoint}/registerchanneltwitch`, {
       apiKey: privateUser.apiKey,
     }).then((r) => {
       if (!r.success) throw new Error(r.message)
     })
   } else {
-    return postToBot(`${TWITCH_BOT_PUBLIC_URL}/unregisterchanneltwitch`, {
-      apiKey: privateUser.apiKey,
-    }).then((r) => {
+    return postToBot(
+      `${ENV_CONFIG.twitchBotEndpoint}/unregisterchanneltwitch`,
+      {
+        apiKey: privateUser.apiKey,
+      }
+    ).then((r) => {
       if (!r.success) throw new Error(r.message)
     })
   }
@@ -66,10 +71,10 @@ export async function updateBotEnabledForUser(
 
 export function getOverlayURLForUser(privateUser: PrivateUser) {
   const controlToken = privateUser?.twitchInfo?.controlToken
-  return `${TWITCH_BOT_PUBLIC_URL}/overlay?t=${controlToken}`
+  return `${ENV_CONFIG.twitchBotEndpoint}/overlay?t=${controlToken}`
 }
 
 export function getDockURLForUser(privateUser: PrivateUser) {
   const controlToken = privateUser?.twitchInfo?.controlToken
-  return `${TWITCH_BOT_PUBLIC_URL}/dock?t=${controlToken}`
+  return `${ENV_CONFIG.twitchBotEndpoint}/dock?t=${controlToken}`
 }
diff --git a/web/next.config.js b/web/next.config.js
index 5438d206..21b375ba 100644
--- a/web/next.config.js
+++ b/web/next.config.js
@@ -1,6 +1,6 @@
 const API_DOCS_URL = 'https://docs.manifold.markets/api'
 
-const ABOUT_PAGE_URL = 'https://docs.manifold.markets/$how-to'
+const ABOUT_PAGE_URL = 'https://help.manifold.markets/'
 
 /** @type {import('next').NextConfig} */
 module.exports = {
diff --git a/web/pages/api/v0/revalidate.ts b/web/pages/api/v0/revalidate.ts
new file mode 100644
index 00000000..9b002e6a
--- /dev/null
+++ b/web/pages/api/v0/revalidate.ts
@@ -0,0 +1,42 @@
+import type { NextApiRequest, NextApiResponse } from 'next'
+import { z } from 'zod'
+import { ValidationError } from './_types'
+import { validate } from './_validate'
+
+const queryParams = z
+  .object({
+    // This secret is stored in both Firebase and Vercel's environment variables, as API_SECRET.
+    apiSecret: z.string(),
+    // Path after domain: e.g. "/JamesGrugett/will-pete-buttigieg-ever-be-us-pres"
+    pathToRevalidate: z.string(),
+  })
+  .strict()
+
+export default async function handler(
+  req: NextApiRequest,
+  res: NextApiResponse
+) {
+  let params: z.infer<typeof queryParams>
+  try {
+    params = validate(queryParams, req.query)
+  } catch (e) {
+    if (e instanceof ValidationError) {
+      return res.status(400).json(e)
+    }
+    console.error(`Unknown error during validation: ${e}`)
+    return res.status(500).json({ error: 'Unknown error during validation' })
+  }
+
+  const { apiSecret, pathToRevalidate } = params
+
+  if (apiSecret !== process.env.API_SECRET) {
+    return res.status(401).json({ message: 'Invalid api secret' })
+  }
+
+  try {
+    await res.revalidate(pathToRevalidate)
+    return res.json({ revalidated: true })
+  } catch (err) {
+    return res.status(500).send('Error revalidating')
+  }
+}
diff --git a/web/pages/daily-movers.tsx b/web/pages/daily-movers.tsx
index 1e5b4c48..a925a425 100644
--- a/web/pages/daily-movers.tsx
+++ b/web/pages/daily-movers.tsx
@@ -2,13 +2,13 @@ import { ProbChangeTable } from 'web/components/contract/prob-change-table'
 import { Col } from 'web/components/layout/col'
 import { Page } from 'web/components/page'
 import { Title } from 'web/components/title'
-import { useProbChanges } from 'web/hooks/use-prob-changes'
+import { useProbChangesAlgolia } from 'web/hooks/use-prob-changes'
 import { useUser } from 'web/hooks/use-user'
 
 export default function DailyMovers() {
   const user = useUser()
 
-  const changes = useProbChanges(user?.id ?? '')
+  const changes = useProbChangesAlgolia(user?.id ?? '')
 
   return (
     <Page>
diff --git a/web/pages/group/[...slugs]/index.tsx b/web/pages/group/[...slugs]/index.tsx
index 1edcc638..3adb01c1 100644
--- a/web/pages/group/[...slugs]/index.tsx
+++ b/web/pages/group/[...slugs]/index.tsx
@@ -140,7 +140,10 @@ export default function GroupPage(props: {
   const user = useUser()
   const isAdmin = useAdmin()
   const memberIds = useMemberIds(group?.id ?? null) ?? props.memberIds
-  const [sidebarIndex, setSidebarIndex] = useState(0)
+  // Note: Keep in sync with sidebarPages
+  const [sidebarIndex, setSidebarIndex] = useState(
+    ['markets', 'leaderboards', 'about'].indexOf(page ?? 'markets')
+  )
 
   useSaveReferral(user, {
     defaultReferrerUsername: creator.username,
@@ -208,7 +211,7 @@ export default function GroupPage(props: {
       <ContractSearch
         headerClassName="md:sticky"
         user={user}
-        defaultSort={'newest'}
+        defaultSort={'score'}
         defaultFilter={suggestedFilter}
         additionalFilter={{ groupSlug: group.slug }}
         persistPrefix={`group-${group.slug}`}
@@ -241,6 +244,12 @@ export default function GroupPage(props: {
   const onSidebarClick = (key: string) => {
     const index = sidebarPages.findIndex((t) => t.key === key)
     setSidebarIndex(index)
+    // Append the page to the URL, e.g. /group/mexifold/markets
+    router.replace(
+      { query: { ...router.query, slugs: [group.slug, key] } },
+      undefined,
+      { shallow: true }
+    )
   }
 
   const joinOrAddQuestionsButton = (
@@ -253,7 +262,11 @@ export default function GroupPage(props: {
 
   return (
     <>
-      <TopGroupNavBar group={group} />
+      <TopGroupNavBar
+        group={group}
+        currentPage={sidebarPages[sidebarIndex].key}
+        onClick={onSidebarClick}
+      />
       <div>
         <div
           className={
@@ -278,19 +291,19 @@ export default function GroupPage(props: {
             {pageContent}
           </main>
         </div>
-        <GroupNavBar
-          currentPage={sidebarPages[sidebarIndex].key}
-          onClick={onSidebarClick}
-        />
       </div>
     </>
   )
 }
 
-export function TopGroupNavBar(props: { group: Group }) {
+export function TopGroupNavBar(props: {
+  group: Group
+  currentPage: string
+  onClick: (key: string) => void
+}) {
   return (
-    <header className="sticky top-0 z-50 w-full pb-2 md:hidden lg:col-span-12">
-      <div className="flex items-center  border-b border-gray-200 bg-white  px-4">
+    <header className="sticky top-0 z-50 w-full border-b border-gray-200 md:hidden lg:col-span-12">
+      <div className="flex items-center   bg-white  px-4">
         <div className="flex-shrink-0">
           <Link href="/">
             <a className="text-indigo-700 hover:text-gray-500 ">
@@ -304,6 +317,7 @@ export function TopGroupNavBar(props: { group: Group }) {
           </h1>
         </div>
       </div>
+      <GroupNavBar currentPage={props.currentPage} onClick={props.onClick} />
     </header>
   )
 }
diff --git a/web/pages/home/edit.tsx b/web/pages/home/edit.tsx
index 9670181b..48e10c6c 100644
--- a/web/pages/home/edit.tsx
+++ b/web/pages/home/edit.tsx
@@ -7,12 +7,12 @@ import { Row } from 'web/components/layout/row'
 import { Page } from 'web/components/page'
 import { SiteLink } from 'web/components/site-link'
 import { Title } from 'web/components/title'
-import { useMemberGroups } from 'web/hooks/use-group'
+import { useMemberGroupsSubscription } from 'web/hooks/use-group'
 import { useTracking } from 'web/hooks/use-tracking'
 import { useUser } from 'web/hooks/use-user'
 import { updateUser } from 'web/lib/firebase/users'
 import { track } from 'web/lib/service/analytics'
-import { getHomeItems } from '.'
+import { getHomeItems, TrendingGroupsSection } from '.'
 
 export default function Home() {
   const user = useUser()
@@ -27,7 +27,7 @@ export default function Home() {
     setHomeSections(newHomeSections)
   }
 
-  const groups = useMemberGroups(user?.id) ?? []
+  const groups = useMemberGroupsSubscription(user)
   const { sections } = getHomeItems(groups, homeSections)
 
   return (
@@ -38,7 +38,15 @@ export default function Home() {
           <DoneButton />
         </Row>
 
-        <ArrangeHome sections={sections} setSectionIds={updateHomeSections} />
+        <Col className="gap-8 md:flex-row">
+          <Col className="flex-1">
+            <ArrangeHome
+              sections={sections}
+              setSectionIds={updateHomeSections}
+            />
+          </Col>
+          <TrendingGroupsSection className="flex-1" user={user} full />
+        </Col>
       </Col>
     </Page>
   )
diff --git a/web/pages/home/index.tsx b/web/pages/home/index.tsx
index f486fa4c..83bcb15b 100644
--- a/web/pages/home/index.tsx
+++ b/web/pages/home/index.tsx
@@ -1,11 +1,11 @@
-import React, { ReactNode, useEffect, useState } from 'react'
+import React, { ReactNode, useEffect } from 'react'
 import Router from 'next/router'
 import {
   AdjustmentsIcon,
   PencilAltIcon,
   ArrowSmRightIcon,
 } from '@heroicons/react/solid'
-import { XCircleIcon } from '@heroicons/react/outline'
+import { PlusCircleIcon, XCircleIcon } from '@heroicons/react/outline'
 import clsx from 'clsx'
 import { toast, Toaster } from 'react-hot-toast'
 
@@ -22,21 +22,16 @@ import { SiteLink } from 'web/components/site-link'
 import { usePrivateUser, useUser } from 'web/hooks/use-user'
 import {
   useMemberGroupIds,
-  useMemberGroups,
+  useMemberGroupsSubscription,
   useTrendingGroups,
 } from 'web/hooks/use-group'
 import { Button } from 'web/components/button'
 import { Row } from 'web/components/layout/row'
 import { ProbChangeTable } from 'web/components/contract/prob-change-table'
-import {
-  getGroup,
-  groupPath,
-  joinGroup,
-  leaveGroup,
-} from 'web/lib/firebase/groups'
+import { groupPath, joinGroup, leaveGroup } from 'web/lib/firebase/groups'
 import { usePortfolioHistory } from 'web/hooks/use-portfolio-history'
 import { formatMoney } from 'common/util/format'
-import { useProbChanges } from 'web/hooks/use-prob-changes'
+import { useProbChangesAlgolia } from 'web/hooks/use-prob-changes'
 import { ProfitBadge } from 'web/components/bets-list'
 import { calculatePortfolioProfit } from 'common/calculate-metrics'
 import { hasCompletedStreakToday } from 'web/components/profile/betting-streak-modal'
@@ -57,27 +52,32 @@ export default function Home() {
   useSaveReferral()
   usePrefetch(user?.id)
 
-  const cachedGroups = useMemberGroups(user?.id) ?? []
-  const groupIds = useMemberGroupIds(user)
-  const [groups, setGroups] = useState(cachedGroups)
-
-  useEffect(() => {
-    if (groupIds) {
-      Promise.all(groupIds.map((id) => getGroup(id))).then((groups) =>
-        setGroups(filterDefined(groups))
-      )
-    }
-  }, [groupIds])
+  const groups = useMemberGroupsSubscription(user)
 
   const { sections } = getHomeItems(groups, user?.homeSections ?? [])
 
+  useEffect(() => {
+    if (
+      user &&
+      !user.homeSections &&
+      sections.length > 0 &&
+      groups.length > 0
+    ) {
+      // Save initial home sections.
+      updateUser(user.id, { homeSections: sections.map((s) => s.id) })
+    }
+  }, [user, sections, groups])
+
   return (
     <Page>
       <Toaster />
 
       <Col className="pm:mx-10 gap-4 px-4 pb-12 pt-4 sm:pt-0">
         <Row className={'mb-2 w-full items-center justify-between gap-8'}>
-          <Title className="!mt-0 !mb-0" text="Home" />
+          <Row className="items-center gap-2">
+            <Title className="!mt-0 !mb-0" text="Home" />
+            <CustomizeButton justIcon />
+          </Row>
           <DailyStats user={user} />
         </Row>
 
@@ -102,7 +102,7 @@ export default function Home() {
 const HOME_SECTIONS = [
   { label: 'Daily movers', id: 'daily-movers' },
   { label: 'Trending', id: 'score' },
-  { label: 'New for you', id: 'new-for-you' },
+  { label: 'New', id: 'newest' },
   { label: 'Recently updated', id: 'recently-updated-for-you' },
 ]
 
@@ -110,11 +110,12 @@ export const getHomeItems = (groups: Group[], sections: string[]) => {
   // Accommodate old home sections.
   if (!isArray(sections)) sections = []
 
-  const items = [
+  const items: { id: string; label: string; group?: Group }[] = [
     ...HOME_SECTIONS,
     ...groups.map((g) => ({
       label: g.name,
       id: g.id,
+      group: g,
     })),
   ]
   const itemsById = keyBy(items, 'id')
@@ -139,16 +140,6 @@ function renderSection(
   if (id === 'daily-movers') {
     return <DailyMoversSection key={id} userId={user?.id} />
   }
-  if (id === 'new-for-you')
-    return (
-      <SearchSection
-        key={id}
-        label={label}
-        sort={'newest'}
-        pill="personal"
-        user={user}
-      />
-    )
   if (id === 'recently-updated-for-you')
     return (
       <SearchSection
@@ -235,7 +226,6 @@ function GroupSection(props: {
     <Col>
       <SectionHeader label={group.name} href={groupPath(group.slug)}>
         <Button
-          className=""
           color="gray-white"
           onClick={() => {
             if (user) {
@@ -252,10 +242,7 @@ function GroupSection(props: {
             }
           }}
         >
-          <XCircleIcon
-            className={clsx('h-5 w-5 flex-shrink-0')}
-            aria-hidden="true"
-          />
+          <XCircleIcon className={'h-5 w-5 flex-shrink-0'} aria-hidden="true" />
         </Button>
       </SectionHeader>
       <ContractsGrid contracts={contracts} />
@@ -265,7 +252,16 @@ function GroupSection(props: {
 
 function DailyMoversSection(props: { userId: string | null | undefined }) {
   const { userId } = props
-  const changes = useProbChanges(userId ?? '')
+  const changes = useProbChangesAlgolia(userId ?? '')
+
+  if (changes) {
+    const { positiveChanges, negativeChanges } = changes
+    if (
+      !positiveChanges.find((c) => c.probChanges.day >= 0.01) ||
+      !negativeChanges.find((c) => c.probChanges.day <= -0.01)
+    )
+      return null
+  }
 
   return (
     <Col className="gap-2">
@@ -285,8 +281,8 @@ function DailyStats(props: {
   const [first, last] = [metrics[0], metrics[metrics.length - 1]]
 
   const privateUser = usePrivateUser()
-  const streaksHidden =
-    privateUser?.notificationPreferences.betting_streaks.length === 0
+  const streaks = privateUser?.notificationPreferences?.betting_streaks ?? []
+  const streaksHidden = streaks.length === 0
 
   let profit = 0
   let profitPercent = 0
@@ -322,24 +318,29 @@ function DailyStats(props: {
   )
 }
 
-function TrendingGroupsSection(props: { user: User | null | undefined }) {
-  const { user } = props
+export function TrendingGroupsSection(props: {
+  user: User | null | undefined
+  full?: boolean
+  className?: string
+}) {
+  const { user, full, className } = props
   const memberGroupIds = useMemberGroupIds(user) || []
 
   const groups = useTrendingGroups().filter(
     (g) => !memberGroupIds.includes(g.id)
   )
-  const count = 25
+  const count = full ? 100 : 25
   const chosenGroups = groups.slice(0, count)
 
   return (
-    <Col>
+    <Col className={className}>
       <SectionHeader label="Trending groups" href="/explore-groups">
-        <CustomizeButton />
+        {!full && <CustomizeButton className="mb-1" />}
       </SectionHeader>
       <Row className="flex-wrap gap-2">
         {chosenGroups.map((g) => (
           <PillButton
+            className="flex flex-row items-center gap-1"
             key={g.id}
             selected={memberGroupIds.includes(g.id)}
             onSelect={() => {
@@ -361,6 +362,11 @@ function TrendingGroupsSection(props: { user: User | null | undefined }) {
               }
             }}
           >
+            <PlusCircleIcon
+              className={'h-5 w-5 flex-shrink-0 text-gray-500'}
+              aria-hidden="true"
+            />
+
             {g.name}
           </PillButton>
         ))}
@@ -369,10 +375,14 @@ function TrendingGroupsSection(props: { user: User | null | undefined }) {
   )
 }
 
-function CustomizeButton() {
+function CustomizeButton(props: { justIcon?: boolean; className?: string }) {
+  const { justIcon, className } = props
   return (
     <SiteLink
-      className="mb-2 flex flex-row items-center text-xl hover:no-underline"
+      className={clsx(
+        className,
+        'flex flex-row items-center text-xl hover:no-underline'
+      )}
       href="/home/edit"
     >
       <Button size="lg" color="gray" className={clsx('flex gap-2')}>
@@ -380,7 +390,7 @@ function CustomizeButton() {
           className={clsx('h-[24px] w-5 text-gray-500')}
           aria-hidden="true"
         />
-        Customize
+        {!justIcon && 'Customize'}
       </Button>
     </SiteLink>
   )
diff --git a/web/pages/notifications.tsx b/web/pages/notifications.tsx
index 2f5c0bf9..907157f9 100644
--- a/web/pages/notifications.tsx
+++ b/web/pages/notifications.tsx
@@ -435,7 +435,7 @@ function IncomeNotificationItem(props: {
       reasonText = !simple
         ? `Bonus for ${
             parseInt(sourceText) / UNIQUE_BETTOR_BONUS_AMOUNT
-          } new predictors on`
+          } new traders on`
         : 'bonus on'
     } else if (sourceType === 'tip') {
       reasonText = !simple ? `tipped you on` : `in tips on`
@@ -556,7 +556,7 @@ function IncomeNotificationItem(props: {
           {(isTip || isUniqueBettorBonus) && (
             <MultiUserTransactionLink
               userInfos={userLinks}
-              modalLabel={isTip ? 'Who tipped you' : 'Unique predictors'}
+              modalLabel={isTip ? 'Who tipped you' : 'Unique traders'}
             />
           )}
           <Row className={'line-clamp-2 flex max-w-xl'}>
@@ -971,13 +971,20 @@ function ContractResolvedNotification(props: {
   const { sourceText, data } = notification
   const { userInvestment, userPayout } = (data as ContractResolutionData) ?? {}
   const subtitle = 'resolved the market'
+
   const resolutionDescription = () => {
     if (!sourceText) return <div />
+
     if (sourceText === 'YES' || sourceText == 'NO') {
       return <BinaryOutcomeLabel outcome={sourceText as any} />
     }
+
     if (sourceText.includes('%'))
-      return <ProbPercentLabel prob={parseFloat(sourceText.replace('%', ''))} />
+      return (
+        <ProbPercentLabel
+          prob={parseFloat(sourceText.replace('%', '')) / 100}
+        />
+      )
     if (sourceText === 'CANCEL') return <CancelLabel />
     if (sourceText === 'MKT' || sourceText === 'PROB') return <MultiLabel />
 
@@ -996,7 +1003,7 @@ function ContractResolvedNotification(props: {
   const description =
     userInvestment && userPayout !== undefined ? (
       <Row className={'gap-1 '}>
-        {resolutionDescription()}
+        Resolved: {resolutionDescription()}
         Invested:
         <span className={'text-primary'}>{formatMoney(userInvestment)} </span>
         Payout:
@@ -1013,7 +1020,7 @@ function ContractResolvedNotification(props: {
         </span>
       </Row>
     ) : (
-      <span>{resolutionDescription()}</span>
+      <span>Resolved {resolutionDescription()}</span>
     )
 
   if (justSummary) {
diff --git a/web/pages/search.tsx b/web/pages/search.tsx
index 38b9760d..9c26f1a8 100644
--- a/web/pages/search.tsx
+++ b/web/pages/search.tsx
@@ -4,6 +4,7 @@ import { ContractSearch } from 'web/components/contract-search'
 import { useTracking } from 'web/hooks/use-tracking'
 import { useUser } from 'web/hooks/use-user'
 import { usePrefetch } from 'web/hooks/use-prefetch'
+import { useRouter } from 'next/router'
 
 export default function Search() {
   const user = useUser()
@@ -11,6 +12,10 @@ export default function Search() {
 
   useTracking('view search')
 
+  const { query } = useRouter()
+  const { q, s, p } = query
+  const autoFocus = !q && !s && !p
+
   return (
     <Page>
       <Col className="mx-auto w-full p-2">
@@ -18,7 +23,7 @@ export default function Search() {
           user={user}
           persistPrefix="search"
           useQueryUrlParam={true}
-          autoFocus
+          autoFocus={autoFocus}
         />
       </Col>
     </Page>
diff --git a/web/pages/stats.tsx b/web/pages/stats.tsx
index 08fb5498..40847470 100644
--- a/web/pages/stats.tsx
+++ b/web/pages/stats.tsx
@@ -1,4 +1,3 @@
-import dayjs from 'dayjs'
 import { useEffect, useState } from 'react'
 import {
   DailyCountChart,
@@ -47,65 +46,38 @@ export default function Analytics() {
   )
 }
 
-export function CustomAnalytics(props: {
-  startDate: number
-  dailyActiveUsers: number[]
-  weeklyActiveUsers: number[]
-  monthlyActiveUsers: number[]
-  dailyBetCounts: number[]
-  dailyContractCounts: number[]
-  dailyCommentCounts: number[]
-  dailySignups: number[]
-  weekOnWeekRetention: number[]
-  monthlyRetention: number[]
-  weeklyActivationRate: number[]
-  topTenthActions: {
-    daily: number[]
-    weekly: number[]
-    monthly: number[]
-  }
-  manaBet: {
-    daily: number[]
-    weekly: number[]
-    monthly: number[]
-  }
-}) {
+export function CustomAnalytics(props: Stats) {
   const {
+    startDate,
     dailyActiveUsers,
+    dailyActiveUsersWeeklyAvg,
+    weeklyActiveUsers,
+    monthlyActiveUsers,
+    d1,
+    d1WeeklyAvg,
+    nd1,
+    nd1WeeklyAvg,
+    nw1,
     dailyBetCounts,
     dailyContractCounts,
     dailyCommentCounts,
     dailySignups,
-    weeklyActiveUsers,
-    monthlyActiveUsers,
     weekOnWeekRetention,
     monthlyRetention,
-    weeklyActivationRate,
-    topTenthActions,
+    dailyActivationRate,
+    dailyActivationRateWeeklyAvg,
     manaBet,
   } = props
 
-  const startDate = dayjs(props.startDate).add(12, 'hours').valueOf()
-
-  const dailyDividedByWeekly = dailyActiveUsers
-    .map((dailyActive, i) =>
-      Math.round((100 * dailyActive) / weeklyActiveUsers[i])
-    )
-    .slice(7)
-
-  const dailyDividedByMonthly = dailyActiveUsers
-    .map((dailyActive, i) =>
-      Math.round((100 * dailyActive) / monthlyActiveUsers[i])
-    )
-    .slice(7)
-
-  const weeklyDividedByMonthly = weeklyActiveUsers
-    .map((weeklyActive, i) =>
-      Math.round((100 * weeklyActive) / monthlyActiveUsers[i])
-    )
-    .slice(7)
-
-  const oneWeekLaterDate = startDate + 7 * 24 * 60 * 60 * 1000
+  const dailyDividedByWeekly = dailyActiveUsers.map(
+    (dailyActive, i) => dailyActive / weeklyActiveUsers[i]
+  )
+  const dailyDividedByMonthly = dailyActiveUsers.map(
+    (dailyActive, i) => dailyActive / monthlyActiveUsers[i]
+  )
+  const weeklyDividedByMonthly = weeklyActiveUsers.map(
+    (weeklyActive, i) => weeklyActive / monthlyActiveUsers[i]
+  )
 
   return (
     <Col className="px-2 sm:px-0">
@@ -129,6 +101,16 @@ export function CustomAnalytics(props: {
               />
             ),
           },
+          {
+            title: 'Daily (7d avg)',
+            content: (
+              <DailyCountChart
+                dailyCounts={dailyActiveUsersWeeklyAvg}
+                startDate={startDate}
+                small
+              />
+            ),
+          },
           {
             title: 'Weekly',
             content: (
@@ -153,6 +135,108 @@ export function CustomAnalytics(props: {
       />
       <Spacer h={8} />
 
+      <Title text="Retention" />
+      <p className="text-gray-500">
+        What fraction of active users are still active after the given time
+        period?
+      </p>
+      <Tabs
+        defaultIndex={1}
+        tabs={[
+          {
+            title: 'D1',
+            content: (
+              <DailyPercentChart
+                dailyPercent={d1}
+                startDate={startDate}
+                small
+                excludeFirstDays={1}
+              />
+            ),
+          },
+          {
+            title: 'D1 (7d avg)',
+            content: (
+              <DailyPercentChart
+                dailyPercent={d1WeeklyAvg}
+                startDate={startDate}
+                small
+                excludeFirstDays={7}
+              />
+            ),
+          },
+          {
+            title: 'W1',
+            content: (
+              <DailyPercentChart
+                dailyPercent={weekOnWeekRetention}
+                startDate={startDate}
+                small
+                excludeFirstDays={14}
+              />
+            ),
+          },
+          {
+            title: 'M1',
+            content: (
+              <DailyPercentChart
+                dailyPercent={monthlyRetention}
+                startDate={startDate}
+                small
+                excludeFirstDays={60}
+              />
+            ),
+          },
+        ]}
+      />
+
+      <Spacer h={8} />
+      <Title text="New user retention" />
+      <p className="text-gray-500">
+        What fraction of new users are still active after the given time period?
+      </p>
+      <Spacer h={4} />
+
+      <Tabs
+        defaultIndex={2}
+        tabs={[
+          {
+            title: 'ND1',
+            content: (
+              <DailyPercentChart
+                dailyPercent={nd1}
+                startDate={startDate}
+                excludeFirstDays={1}
+                small
+              />
+            ),
+          },
+          {
+            title: 'ND1 (7d avg)',
+            content: (
+              <DailyPercentChart
+                dailyPercent={nd1WeeklyAvg}
+                startDate={startDate}
+                excludeFirstDays={7}
+                small
+              />
+            ),
+          },
+          {
+            title: 'NW1',
+            content: (
+              <DailyPercentChart
+                dailyPercent={nw1}
+                startDate={startDate}
+                excludeFirstDays={14}
+                small
+              />
+            ),
+          },
+        ]}
+      />
+      <Spacer h={8} />
+
       <Title text="Daily activity" />
       <Tabs
         defaultIndex={0}
@@ -202,30 +286,33 @@ export function CustomAnalytics(props: {
 
       <Spacer h={8} />
 
-      <Title text="Retention" />
+      <Title text="Activation rate" />
       <p className="text-gray-500">
-        What fraction of active users are still active after the given time
-        period?
+        Out of all new users, how many placed at least one bet?
       </p>
+      <Spacer h={4} />
+
       <Tabs
-        defaultIndex={0}
+        defaultIndex={1}
         tabs={[
           {
-            title: 'Weekly',
+            title: 'Daily',
             content: (
               <DailyPercentChart
-                dailyPercent={weekOnWeekRetention.slice(7)}
-                startDate={oneWeekLaterDate}
+                dailyPercent={dailyActivationRate}
+                startDate={startDate}
+                excludeFirstDays={1}
                 small
               />
             ),
           },
           {
-            title: 'Monthly',
+            title: 'Daily (7d avg)',
             content: (
               <DailyPercentChart
-                dailyPercent={monthlyRetention.slice(7)}
-                startDate={oneWeekLaterDate}
+                dailyPercent={dailyActivationRateWeeklyAvg}
+                startDate={startDate}
+                excludeFirstDays={7}
                 small
               />
             ),
@@ -234,17 +321,6 @@ export function CustomAnalytics(props: {
       />
       <Spacer h={8} />
 
-      <Title text="Weekly activation rate" />
-      <p className="text-gray-500">
-        Out of all new users this week, how many placed at least one bet?
-      </p>
-      <DailyPercentChart
-        dailyPercent={weeklyActivationRate.slice(7)}
-        startDate={oneWeekLaterDate}
-        small
-      />
-      <Spacer h={8} />
-
       <Title text="Ratio of Active Users" />
       <Tabs
         defaultIndex={1}
@@ -254,8 +330,9 @@ export function CustomAnalytics(props: {
             content: (
               <DailyPercentChart
                 dailyPercent={dailyDividedByWeekly}
-                startDate={oneWeekLaterDate}
+                startDate={startDate}
                 small
+                excludeFirstDays={7}
               />
             ),
           },
@@ -264,8 +341,9 @@ export function CustomAnalytics(props: {
             content: (
               <DailyPercentChart
                 dailyPercent={dailyDividedByMonthly}
-                startDate={oneWeekLaterDate}
+                startDate={startDate}
                 small
+                excludeFirstDays={30}
               />
             ),
           },
@@ -274,8 +352,9 @@ export function CustomAnalytics(props: {
             content: (
               <DailyPercentChart
                 dailyPercent={weeklyDividedByMonthly}
-                startDate={oneWeekLaterDate}
+                startDate={startDate}
                 small
+                excludeFirstDays={30}
               />
             ),
           },
@@ -283,47 +362,6 @@ export function CustomAnalytics(props: {
       />
       <Spacer h={8} />
 
-      <Title text="Action count of top tenth" />
-      <p className="text-gray-500">
-        Number of actions (bets, comments, markets created) taken by the tenth
-        percentile of top users.
-      </p>
-      <Tabs
-        defaultIndex={1}
-        tabs={[
-          {
-            title: 'Daily',
-            content: (
-              <DailyCountChart
-                dailyCounts={topTenthActions.daily}
-                startDate={startDate}
-                small
-              />
-            ),
-          },
-          {
-            title: 'Weekly',
-            content: (
-              <DailyCountChart
-                dailyCounts={topTenthActions.weekly}
-                startDate={startDate}
-                small
-              />
-            ),
-          },
-          {
-            title: 'Monthly',
-            content: (
-              <DailyCountChart
-                dailyCounts={topTenthActions.monthly}
-                startDate={startDate}
-                small
-              />
-            ),
-          },
-        ]}
-      />
-
       <Title text="Total mana bet" />
       <p className="text-gray-500">
         Sum of bet amounts. (Divided by 100 to be more readable.)
@@ -363,6 +401,7 @@ export function CustomAnalytics(props: {
           },
         ]}
       />
+      <Spacer h={8} />
     </Col>
   )
 }
diff --git a/web/public/mtg/jsons/artistList.json b/web/public/mtg/jsons/artistList.json
index ab9aa7c1..893fd477 100644
--- a/web/public/mtg/jsons/artistList.json
+++ b/web/public/mtg/jsons/artistList.json
@@ -1,388 +1 @@
-{
-  "f21b412c-aef5-4d15-88be-4f40615acde3": ["Aaron J. Riley", 13],
-  "fc021f3d-773a-4706-bbe7-f602324f511f": ["Aaron Miller", 93],
-  "89023dad-e6c0-41e0-83fb-eb2bfbbdc3f2": ["Adam Paquette", 225],
-  "445bd2fb-4a70-4599-87a4-83cf5979fc56": ["Adam Rex", 38],
-  "be42f6f3-66d4-4957-9f1e-0591f8b95364": ["Adrian Smith", 24],
-  "70c20ea3-5ad6-4082-a337-6e994ae5828e": ["Alan Pollack", 36],
-  "bb677b1a-ce51-4888-83d6-5a94de461ff9": ["Alayna Danner", 82],
-  "5e470014-31cb-41b0-b054-e23374484449": ["Aleksi Briclot", 60],
-  "15869690-bf3c-4498-a577-409a6bde5c83": ["Alessandra Pisano", 12],
-  "85908891-3cc7-42b0-9b54-27ed0fe89c53": ["Alexander Forssberg", 14],
-  "3a6a9d37-e62c-44bd-90f2-f5126324e3f0": ["Alexander Mokhov", 19],
-  "ce381d25-868c-4f13-b1e9-e7cd2f67e994": ["Alex Brock", 10],
-  "1631a2ad-bf03-4ab9-b86c-60da982d58a1": ["Alex Horley-Orlandelli", 42],
-  "58b2a57c-50ca-4047-b4e7-efb28cb22851": ["Alex Konstad", 33],
-  "4f0a0e38-d74c-4e0b-ad91-fecccb1afa5d": ["Alix Branwyn", 16],
-  "8a56d854-b424-45ec-9262-e993a382a961": ["Allen Williams", 39],
-  "3605d81f-5c97-4958-9dcc-d44a85e10305": ["Anastasia Ovchinnikova", 72],
-  "05d233e7-4958-4f79-83e6-f9bf8b6ff78e": ["Anato Finnstark", 28],
-  "d084e74b-f63a-4107-b72c-ed6250ecc93b": ["Andreas Rocha", 22],
-  "e2f13a9a-57c5-40de-81d4-3b0723899cdf": ["Andreas Zafiratos", 19],
-  "f4a65a04-9e2e-4541-8d0e-f34e9517f092": ["Andrew Goldhawk", 25],
-  "adad79bf-cd52-456a-b170-740ed8bff0fc": ["Andrew Mar", 47],
-  "cb577db7-7f47-4f78-8682-6eaef8a77bd1": ["Andrew Robinson", 16],
-  "c04ff0b2-67a1-4238-82f7-6c67de734b56": ["Andrey Kuzinskiy", 37],
-  "1874cb2c-f690-475f-a217-c14f11166758": ["Anna Podedworna", 11],
-  "3516496c-c279-4b56-8239-720683d03ae0": ["Anna Steinbauer", 82],
-  "6ac24c4b-70e9-4286-8f4b-b40c92ab5847": ["Anthony Francisco", 33],
-  "afd2d541-4140-41ae-a28f-862436458fcb": ["Anthony Palumbo", 84],
-  "f009de11-3c8d-4663-b996-ca0c3e997fad": ["Anthony S. Waters", 105],
-  "74986d28-0001-4a78-827c-e490b325d0e3": ["Antonio Jos\u00e9 Manzanedo", 50],
-  "af10ecf2-eb82-4100-97b2-6c236b0fa644": ["Arnie Swekel", 50],
-  "02f6cdda-7a80-4184-853d-20b28d580868": ["Aurore Folny", 13],
-  "c5e439d8-b3db-4c13-ae93-4e129e3b9478": ["Austin Hsu", 29],
-  "798f63ec-41ad-474e-9708-df08193345c6": ["Bastien L. Deharme", 64],
-  "b089963c-610a-4d50-9206-d64b7caedef1": ["Bayard Wu", 23],
-  "7bc582c5-4733-4022-8cef-844b800be9f7": ["Ben Maier", 17],
-  "31cdca96-ecde-4245-bfb6-653929d57d9c": ["Ben Wootten", 12],
-  "10f26f94-64fc-4174-856e-701bea4f1521": ["Billy Christian", 28],
-  "a2e47e0e-68e6-4b7a-b91e-0ded197b94d1": ["Bob Petillo", 11],
-  "24d81dfa-3745-4386-93f8-7e67dddb3c8a": ["Bradley Williams", 25],
-  "f17194b9-10e9-44ea-9b65-6812ab398624": ["Brad Rigney", 27],
-  "2e90d3c1-e8ac-45c7-9d5a-63385c1a384d": ["Bram Sels", 40],
-  "0330b5e8-2cf0-4ecb-8fd7-e20a18bdeb20": ["Brandon Kitkouski", 33],
-  "19d4900c-f5a1-4c08-b5e0-b8d7ba733ec2": ["Brent Hollowell", 10],
-  "b4733d20-d538-4dd6-81fe-408c958ca54b": ["Brian Despain", 17],
-  "770b4e16-de76-49ed-949f-84e6d2e06d25": ["Brian Sn\u00f5ddy", 127],
-  "bb2a9339-bbe4-445f-9736-3c43379ee076": ["Brian Valeza", 32],
-  "bd79c951-2552-45dd-aae7-a333c2b7c1ef": ["Brom", 18],
-  "e6879299-a28b-48bc-8db1-9cafcf36de09": ["Bryan Sola", 39],
-  "4c3be2d4-73e6-4005-b897-8ac65b9c8660": ["Bud Cook", 18],
-  "d5053eb6-af72-47a0-b6e8-023cc3b9aefb": ["Caio Monteiro", 39],
-  "d281eab4-463a-4ba8-9039-8943737960a0": ["Campbell White", 64],
-  "17948f16-611a-44b8-8d10-9895a0bdfff1": ["Carl Critchlow", 220],
-  "61a4c572-3d1b-4b71-aeb0-1a5a6b82c524": ["Caroline Gariba", 20],
-  "ec2c14ea-79eb-4c55-963f-c46f7cef1c22": ["Charles Gillespie", 19],
-  "507c67d2-1514-40ab-b7cb-a9f3b96a08e8": ["Charles Urbach", 12],
-  "2d753f61-5f5b-468e-97ea-8e0fdd347340": ["Chase Stone", 111],
-  "a36f01a0-e51a-48b2-a556-b9b3bc73f969": ["Chippy", 101],
-  "2622d22b-3fd8-4831-9b2b-adc5fac01b85": ["Chris Cold", 25],
-  "b5f1bd34-abee-40c9-99f7-a6ee089fb30b": ["Chris Ostrowski", 10],
-  "7742047e-0f80-4c0f-a530-d07460165e86": ["Chris Rahn", 66],
-  "a8e7b854-b15a-421a-b66d-6e68187ae285": ["Chris Rallis", 126],
-  "b9c49463-6f55-4039-9d32-c02a658af100": ["Chris Seaman", 57],
-  "b8266529-1ffe-41e7-9969-fcf39f61426b": ["Christine Choi", 68],
-  "21e10012-06ae-44f2-b38d-3824dd2e73d4": ["Christopher Moeller", 146],
-  "c96773f0-346c-4f7d-9271-2d98cc5d86e1": ["Christopher Rush", 20],
-  "2bdf4da7-c66c-4c46-a253-284c856ccfab": ["Chuck Lukacs", 16],
-  "1761c216-72b5-4a9b-afee-ad47a00fe1ad": ["Ciruelo", 19],
-  "ed6f7e03-20ba-4c73-bdda-4a4928480721": ["Cliff Childs", 86],
-  "7416bbed-fa7f-426b-b712-8b3ccd9fd858": ["Cliff Nielsen", 10],
-  "03b75350-d5a0-4e3a-b3b4-8d4a5554385b": ["Clint Cearley", 96],
-  "9c201dbe-db56-429a-87e6-189ea70c2632": ["Colin Boyer", 22],
-  "91adf165-e324-461c-baf3-0d22e390a40c": ["Cosmin Podar", 10],
-  "b0f15e74-0dd6-4156-959e-c5e30c5cdc52": ["Craig J Spearing", 80],
-  "c09ede88-a1b5-4a18-9895-dc8a965d28a5": ["Cristi Balanescu", 73],
-  "9dfbdd58-65e6-40cf-951a-80e141061939": ["Cynthia Sheppard", 57],
-  "90edbd2e-9462-4394-b0b4-02885b4e56b3": ["Cyril Van Der Haegen", 14],
-  "e607a0d4-fc12-4c01-9e3f-501f5269b9cb": ["Daarken", 233],
-  "38433e15-f0f5-4223-a985-2d13c4aa0922": ["D. Alexander Gregory", 58],
-  "606a37b0-9d2d-477b-b679-100bc30b46b3": ["Dameon Willich", 25],
-  "4eac683c-8c96-4f57-b8a4-ad7f7b7c44c7": ["Dana Knutson", 15],
-  "9b55c657-5b5b-4152-a6e2-51180517bfa9": ["Dan Dos Santos", 20],
-  "059bba56-5feb-42e4-8c2e-e2f1e6ba11f9": ["Dan Frazier", 119],
-  "63ac31a8-dd1a-4679-9f82-ece89429a084": ["Daniel Gelon", 61],
-  "0fbd4798-76eb-46d5-a5d4-1e3a25870e34": ["Daniel Ljunggren", 165],
-  "266fe58e-bcd6-4294-8e42-0a234ed9fb8d": ["Dan Mumford", 10],
-  "f852fa13-137e-40f2-bbc1-0f01df09c0e0": ["Dan Scott", 143],
-  "fcd5ea36-64e0-4af0-992a-3c68a34a400f": ["Dany Orizio", 18],
-  "904ed2e7-9850-4472-802f-2657c53dd4d8": ["Darek Zabrocki", 34],
-  "7da1a585-c875-45e4-b322-5da9e8e1f651": ["Daren Bader", 22],
-  "262c8e55-4efc-467b-a042-6f734b9d2e01": ["Darrell Riche", 56],
-  "14c7f83c-d0fb-43f0-90f3-703f910f8bb9": ["Darren Tan", 14],
-  "99b8310a-4fd6-4ded-8ab7-3b5185821cbe": ["Dave Allsop", 55],
-  "9235458b-ce92-45bd-a430-a72ecd8e6176": ["Dave Dorman", 14],
-  "8a5540a8-18c9-4fa9-802c-59d6866114d5": ["Dave Kendall", 121],
-  "092827e0-03f2-4e73-852e-d95eba0fef20": ["David Auden Nash", 15],
-  "3496c5b4-57bf-4e5e-8bac-a1e05a911a2d": ["David Gaillet", 50],
-  "996ad764-4ae0-4952-8bb5-5a75c9d68275": ["David Martin", 25],
-  "bd8dcf6f-4ab3-4854-bfb0-f2e21610fc16": ["David O'Connor", 16],
-  "04ce1c75-e30c-4b7a-8cb0-b53e4ecc2f39": ["David Palumbo", 100],
-  "c5a2318d-5d04-499f-b121-57dee5a9dfe6": ["David Rapoza", 47],
-  "5eedbc4b-34a3-4ca5-b3f5-9ac2f6b6adf7": ["Denman Rooke", 15],
-  "806f6ff9-6ed4-4e93-998a-a562c0b792e6": ["Deruchenko Alexander", 72],
-  "ad53afd6-d00f-4bc8-98ec-deab3f6aec50": ["Dimitar Marinski", 31],
-  "ed44dce4-30cf-4c2c-b2e1-a19ba2295690": ["DiTerlizzi", 14],
-  "9872f5c0-274a-48ce-a9ad-6f0d5654e29c": ["Dmitry Burmak", 53],
-  "64374332-23aa-4f5c-ad70-511ed2fb7b7d": ["Dominick Domingo", 10],
-  "c3439c4a-1fee-4e33-9b89-18dac27ac927": ["Dominik Mayer", 48],
-  "90332db2-aecb-4d79-917b-95cbeb8d0cb6": ["Donato Giancola", 99],
-  "b4117364-73af-47e5-8cf0-901eeea09e01": ["Don Hazeltine", 11],
-  "a9ddb513-51c7-455c-ab8f-5b90aae9f75b": ["Douglas Shuler", 20],
-  "a8c4ef83-94ad-41c7-861f-95debea16868": ["Drew Baker", 23],
-  "22eef389-7b21-4dda-95dc-4c9a0f1bf4dd": ["Drew Tucker", 41],
-  "b967e930-39f5-4fbb-a054-800e5d330ee0": ["DZO", 11],
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-  "fcc15b63-b280-49da-9fee-f862824a2fc8": ["Erica Yang", 40],
-  "37970e22-9cee-44c1-af44-5ee27cf26b76": ["Eric Deschamps", 173],
-  "c5562592-3387-495a-96fb-618a6a424a45": ["Eric Fortune", 11],
-  "0fc26d3b-4c0e-41d1-8eb3-286ab55a2328": ["Eric Peterson", 75],
-  "9f85c6c1-5cf4-4092-bb65-006eaca188d4": ["Eric Velhagen", 11],
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-  "127faa6a-6c02-49a0-beba-ae76d06dd153": ["Even Amundsen", 23],
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-  "0d8d6726-4051-445a-8374-a919aad98f38": ["Eytan Zana", 50],
-  "0cc534e0-be18-4cb1-8521-50fabd0dac6f": ["Fajareka Setiawan", 11],
-  "66082c3b-a623-4d34-be51-2475214b85d3": ["Filip Burburan", 105],
-  "f28c54ff-bbe3-485d-81a4-b2cb49430a52": ["Florian de Gesincourt", 38],
-  "64fc383d-de34-4151-87d6-27b82e58086e": ["Forrest Imel", 11],
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-  "3a243c17-3baa-4b53-9599-645311cd7d3d": ["Franz Vohwinkel", 58],
-  "9c77c81a-3b3f-4e94-a834-327d01cd6b35": ["Fred Fields", 11],
-  "44c3877f-8771-43dc-9e40-f4c765f59d2e": ["Gabor Szikszai", 39],
-  "9456da4e-410b-4932-8bf3-a69a2da3cdc9": ["Games Workshop", 30],
-  "0d253eb0-2579-4201-bde4-f0a9f0963827": ["Gao Yan", 10],
-  "fb608209-fd37-435a-b2fb-a158aeb3f927": ["Gary Leach", 21],
-  "086111c7-93f0-4bab-b339-6fe1c00d693c": ["Gary Ruddell", 35],
-  "09922e8b-c57f-4374-97e4-c0b86b66ef4b": ["Gerry Grace", 19],
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-  "020f967b-0d2f-4166-aabe-901dba8bc7ec": ["Greg Hildebrandt", 72],
-  "b864fecb-d491-4f8d-b915-f6c93d0885fa": ["Greg Opalinski", 34],
-  "93d65564-bf00-447b-8406-e2031f03b6b1": ["Greg Staples", 119],
-  "b5f49d0d-8056-48e3-b614-090e656b4f9c": ["Grzegorz Rutkowski", 80],
-  "4441fe52-9e41-40c1-9b74-8510426279ab": ["Heather Hudson", 30],
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-  "ce415f9e-8a20-4d64-bcba-2b1b7e94012e": ["Heonhwa Choe", 36],
-  "49b6270b-1b28-4e03-b503-522f97dc3a78": ["Hideaki Takamura", 27],
-  "6dd06426-59fe-4b9c-aad5-6da8446a5c3d": ["Howard Lyon", 130],
-  "8d244b88-ef56-4523-8c0c-9fecccc4ab9d": ["Iain McCaig", 17],
-  "d2200e9f-c40d-45d4-8d87-3f1412c61770": ["Ian Miller", 28],
-  "9c3e9d17-509f-485c-9360-46d897ce716b": ["Igor Kieryluk", 191],
-  "12070c2e-4de6-46bc-b379-8a580dfb34c5": ["Ilse Gort", 43],
-  "1e4cb52d-476e-4c68-ac87-2e620aede6d4": ["Irina Nordsol", 33],
-  "aa807c8c-d07f-4f09-90d3-b2cbf5b86dbf": ["Iris Compiet", 11],
-  "d3a47c28-84e9-4b53-a236-5066ae1bb62f": ["Ittoku", 10],
-  "2c3d2473-ff5d-4309-8194-e0b2def2ab65": ["Izzy", 162],
-  "331942ac-401c-4af3-9d70-85f67717496c": ["Jack Wang", 37],
-  "92f6c2c1-fa57-4b52-99c4-0fd866c13dc9": ["Jaime Jones", 113],
-  "be53e4e1-ab31-494a-b154-e00ee97eb463": ["Jake Murray", 14],
-  "36901417-ce61-4636-8b77-6db14a9cb68a": ["Jakub Kasper", 61],
-  "dd6ac36b-bdb4-48d5-9fae-1b017437669d": ["Jama Jurabaev", 12],
-  "1a7be0a2-d8ac-45c7-b0a0-eb0886f47b5f": ["James Paick", 128],
-  "3852bbc9-11c0-4fe3-8722-a06ad7e2bcc5": ["James Ryman", 99],
-  "c93d6885-ef0f-45cc-8339-423b6f86ab8d": ["James Zapata", 17],
-  "02e2b5de-4341-464c-8fdb-a1adbf873bc0": ["Jason A. Engle", 134],
-  "8062d5a9-51b6-4822-933f-fa9e9dba8416": ["Jason Chan", 42],
-  "064b9176-e325-44f6-a413-2cadb7505851": ["Jason Kang", 33],
-  "6ed7e669-579b-443d-b223-e5cbcb2a7483": ["Jason Rainville", 111],
-  "0eb4c7d4-92b9-4d3f-983c-983ef46729e5": ["Jasper Sandner", 12],
-  "da17055e-693c-461a-b132-67dd88b42ca6": ["Jeff Easley", 38],
-  "7c5b6391-2a5a-4b78-b19d-2b181149cb0f": ["Jeff Laubenstein", 16],
-  "9b465bde-3656-4495-ace4-af4ce29999ed": ["Jeff Miracola", 35],
-  "bb21cc10-54bf-4d10-b90c-72ba55dd3d37": ["Jeff Simpson", 16],
-  "515df9fe-9c29-4e75-9e49-6ce5be4ec8c8": ["Jehan Choo", 26],
-  "b40ac320-89b4-4c51-a85f-4a4b63ae614e": ["Jeremy Jarvis", 43],
-  "54366fc1-c5b1-4faa-a7a5-de2abc119de1": ["Jerry Tiritilli", 33],
-  "a5f8354a-8b51-4e59-96b2-0e3aeae4fa1d": ["Jesper Ejsing", 139],
-  "1c906f9b-5bbe-4643-8f5c-90eb1c7f0c43": ["Jim Murray", 73],
-  "aa9f64d1-29e1-4c82-877e-44c18183f40b": ["Jim Nelson", 54],
-  "1431bdd4-c187-40ea-847a-e1dcd835598a": ["Jim Pavelec", 16],
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-  "13b6c9ee-f7a8-46a4-934f-ea6b4a1b14b2": ["Joe Slucher", 53],
-  "465e38b8-7eed-4d22-a6d2-d3603ee0c00b": ["Johan Grenier", 31],
-  "d92e2dd9-9ef6-43f6-81f8-df87f9066983": ["Johann Bodin", 111],
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-  "798f3932-30e0-4420-aa3f-db4d613f89ca": ["John Avon", 89],
-  "a1685587-4b55-446b-b420-c37b202ed3f1": ["John Matson", 64],
-  "a4f50310-4b01-4cd3-8ab8-85b31e6876db": ["John Severin Brassell", 34],
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-  "2c14303e-97a3-45fa-9bd8-59e5332a65f9": ["Jokubas Uogintas", 19],
-  "561ebf9e-8d93-4b57-8156-8826d0c19601": ["Jonas De Ro", 127],
-  "babb75bd-4c75-4b13-ad61-c34597ab79ff": ["Jonathan Kuo", 23],
-  "be1fa767-c905-49b1-afcf-77a8e9ebbd31": ["Jon Foster", 19],
-  "6befd6d5-7f8d-4b7c-87e3-5511391a3359": ["Joseph Meehan", 70],
-  "8fa1fdf0-96d6-46f4-a7ff-b1c0257c3735": ["Josh Hass", 57],
-  "553b2a73-780f-414b-b2d7-3b7888821082": ["Joshua Raphael", 29],
-  "74246024-92b4-43d0-a5af-a3f9f2a35d5f": ["Josu Hernaiz", 76],
-  "7f1868e3-325f-4df9-8f27-a381fed4f0fc": ["Julian Kok Joon Wen", 13],
-  "bba720a4-46b3-493b-8653-8980e6a8c252": ["Julie Baroh", 13],
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-  "4d6acc42-7bac-42cb-ac57-a56355292e89": ["Justine Cruz", 22],
-  "792963b0-5dec-4b79-9035-71ce48bf77e9": ["Justine Mara Andersen", 12],
-  "9af01712-e56b-4865-80d8-c77a69750077": ["Justin Hampton", 11],
-  "bb15780e-8f96-4823-b258-a7a9fd79b02c": ["Justin Sweet", 31],
-  "d2340aef-8ca9-4e0d-864c-6a4e8d5e350a": ["Justyna Dura", 20],
-  "77f6cd9e-e625-4526-bfc5-97039f21375e": ["Kari Christensen", 13],
-  "286a7773-06e5-465c-8a2a-76dfcb4ad110": ["Karla Ortiz", 16],
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-  "a662cb71-4770-4b49-8b03-2cf8497049a7": ["Kasia 'Kafis' Zieli\u0144ska", 10],
-  "6ab2144d-a579-4aff-bce9-e6d76427ff04": ["Keith Garletts", 20],
-  "4b771085-c049-4308-930d-ec9665f803a4": ["Kekai Kotaki", 47],
-  "f366a0ee-a0cd-466d-ba6a-90058c7a31a6": ["Kev Walker", 140],
-  "aa7e89ed-d294-4633-9057-ce04dacfcfa4": ["Kieran Yanner", 151],
-  "fa058291-5283-4b33-a65e-d4911cb319bb": ["Kimonas Theodossiou", 12],
-  "f2bd4ad3-6359-4592-9b34-90a70cfe1b61": ["Kim Sokol", 10],
-  "3677c64b-55e6-4a0d-a952-bdbb05531220": ["Lake Hurwitz", 57],
-  "73932957-e76e-4ff0-8f0a-b3ad2d8dfae2": ["Larry MacDougall", 27],
-  "21ed6499-c4d3-4965-ab02-6c7228275bec": ["Lars Grant-West", 124],
-  "6f771d3f-310e-4aa4-841f-5ba4ba9f025a": ["Lie Setiawan", 68],
-  "5a50ced2-b301-4195-8af4-f7e1bae07d28": ["Liiga Smilshkalne", 15],
-  "95bc132d-37aa-4063-8ed8-04d489e826cd": ["Lindsey Look", 29],
-  "0a0e9093-ce44-4a69-93a7-09b63e7c330d": ["Lius Lasahido", 91],
-  "0f41e561-bc26-4d85-aab6-66c384e01b74": ["Livia Prima", 55],
-  "70213e7d-47e0-4543-a1ae-451009053e2d": ["Lorenzo Mastroianni", 13],
-  "ce98f39c-7cdd-47e6-a520-6c50443bb4c2": ["Lucas Graciano", 120],
-  "aa57d42a-72c1-4d94-a200-3571233c4b20": ["Luca Zontini", 17],
-  "f1d0c5e9-747f-4885-a5cd-a2ea42a792ef": ["Maciej Kuciara", 11],
-  "9e6a55ae-be4d-4c23-a2a5-135737ffd879": ["Magali Villeneuve", 155],
-  "35f11eeb-36ff-4059-bb70-d1274f5bd858": ["Manuel Casta\u00f1\u00f3n", 36],
-  "d50dd2c3-34ae-4eb1-8948-cb4b38d7e4b9": ["Marc Fishman", 12],
-  "c0f95ec3-c7ca-47d6-be5c-b37dfce37be5": ["Marco Nelor", 31],
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-  "a10f59a4-36fd-4ef3-966b-5570ca118062": ["Mark A. Nelson", 10],
-  "ccf77963-723f-4137-b364-7417079e8ab9": ["Mark Behm", 39],
-  "85deac3f-b647-4893-993d-3ea4d16d93ef": ["Mark Hyzer", 11],
-  "bfdeaf09-f915-4058-8e8b-bcac3bc43c33": ["Mark Poole", 48],
-  "4ec62588-d6cc-41a2-a9be-a0f95b9613cc": ["Mark Romanoski", 26],
-  "9ee9a9cc-c09e-486f-918b-69f80cbc4188": ["Mark Tedin", 31],
-  "3d8a379d-f4e8-440d-99d5-5ec107757348": ["Mark Winters", 43],
-  "48e2b98c-5467-4671-bd42-4c3746115117": ["Mark Zug", 81],
-  "266ab861-ed64-4ba5-865c-f18758421cc3": ["Marta Nael", 32],
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-  "2e6a0611-9411-4ba4-98e3-c0e18cbf9f83": ["Matt Cavotta", 164],
-  "4fbafd13-0cf9-42a1-870d-7f8ea276f140": ["Matthew D. Wilson", 16],
-  "20871267-2d8a-41d5-b03a-be3d557c5734": ["Matt Stewart", 173],
-  "957ec398-9a5e-4f54-9090-37a06d57b96c": ["Micah Epstein", 31],
-  "e8f8a5b5-20bc-4aeb-a5ea-257b5c16a488": ["Michael Bruinsma", 10],
-  "d119119f-9ee1-4cf1-a01f-e90b6a042155": ["Michael C. Hayes", 28],
-  "96a53b95-fe5f-4fbb-9411-ccf4ee150aca": ["Michael Komarck", 29],
-  "3bda7dbe-1d9f-47c6-95ce-d283859ffab1": ["Michael Phillippi", 13],
-  "5ce7b3bd-53d2-49e6-b504-37191e8e9b17": ["Michael Sutfin", 33],
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-  "a1407afa-0f54-43f8-938b-88b268074f91": ["Mike Dringenberg", 11],
-  "4a9465c4-1545-4ab6-91e7-60252b90bed4": ["Mike Ploog", 33],
-  "155bc2cb-038d-4b1f-9990-6178db1d1a21": ["Mike Sass", 14],
-  "81c5ec23-220b-4efa-b7df-9e49dd371e8d": ["Mila Pesic", 37],
-  "1eced451-4da5-42bc-b49d-70c41246581f": ["Milivoj \u0106eran", 49],
-  "95f2b92b-3031-4abb-85f1-bcebf0a032f5": ["Minttu Hynninen", 12],
-  "9cb65d6f-8851-4d56-9add-9eefa274bd1b": ["Min Yum", 58],
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-  "185ea3f2-0b95-4f96-ab62-f7754ba591d8": ["Muhammad Firdaus", 13],
-  "c74ef1dd-0341-44c4-8f9f-5f243151cce3": ["N\u00e9N\u00e9 Thomas", 21],
-  "7a6f1667-a8ac-47f5-a302-f71cb54b2adf": ["Nestor Ossandon Leal", 22],
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-  "c540d1fc-1500-457f-93cf-d6069ee66546": ["Nils Hamm", 175],
-  "78ae4348-24fb-401f-bfba-0d5c34c106ab": ["Nottsuo", 11],
-  "fad4282c-49d1-4b5b-be1d-713369fc8bc8": ["Olena Richards", 28],
-  "11c6f325-68c2-4f2a-972d-98d2ffe6c224": ["Olivier Bernard", 12],
-  "256b61a2-b9af-4ff5-b485-47a61818f818": ["Omar Rayyan", 16],
-  "d48dd097-720d-476a-8722-6a02854ae28b": ["Paolo Parente", 84],
-  "4902294d-a1e5-495b-8526-49b2bfdda056": ["Pat Lee", 10],
-  "3130411f-ddd5-4cab-a2f4-0a9c3b95a26e": ["Pat Morrissey", 15],
-  "db74e463-9c78-4f45-80a9-efa5cc4f9841": ["Paul Bonner", 10],
-  "c19bfb77-5099-4f7c-8585-6eaf367712c9": ["Paul Scott Canavan", 40],
-  "c8f27311-46a5-4eaf-9b2e-d660ed1db649": ["Peter Mohrbacher", 51],
-  "d54c4a1a-c0c5-4834-84db-125d341f3ad8": ["Pete Venters", 55],
-  "43cdce85-e4bc-424e-ac95-fd0886b66ff3": ["Philip Straub", 15],
-  "b1f04826-a04f-4bb8-b8be-5fcd97bd00c5": ["Phill Simmer", 10],
-  "86942b2a-49d3-4edd-908c-551f6f07dd00": ["Phil Stone", 12],
-  "f333a7f0-7330-40e9-8c58-667eea2f0f60": ["PINDURSKI", 23],
-  "aff176e8-1d15-432e-ad1d-207a474decba": ["Piotr Dura", 57],
-  "b082dd2b-8fff-4b1b-b2cf-26396ac3ba53": ["Puddnhead", 11],
-  "a51444a8-eb4b-4615-a663-d1d418591ccb": ["Ralph Horsley", 26],
-  "a5048cc7-438a-4378-98e4-da99b78e1db0": ["Randy Gallegos", 86],
-  "d20672ca-0555-4238-a984-fd171d36b247": ["Randy Vargas", 120],
-  "c7c15d49-f84b-4d98-9a34-e80e8347b756": ["Raoul Vitale", 58],
-  "e24bc1d0-446b-45e0-b215-89f581837aa4": ["Ravenna Tran", 26],
-  "a72b1f7b-b72a-4e8b-bc97-d6720c0e5837": ["Ray Lago", 10],
-  "e956bacc-077d-4c12-b6bc-ba798b718af9": ["Raymond Swanland", 40],
-  "f8f662fa-d597-46a3-afb2-91d6e13243e2": ["Rebecca Guay", 53],
-  "191620ed-2361-444e-96a6-1fe7ce32ef3b": ["Richard Kane Ferguson", 17],
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-  "596b3aac-b331-4e1e-ae41-9ec2d3b653e1": ["Richard Thomas", 40],
-  "7b1b0ce9-2c58-4321-a2a7-cdc94feae082": ["Richard Wright", 76],
-  "81ae0f3f-1d88-4125-9aeb-b15b4c734c82": ["rk post", 64],
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-  "adb9ad6d-6173-454b-8b50-a102b182548b": ["Robin Olausson", 12],
-  "fce9030b-86bd-4439-b06a-920a1eeb184c": ["Ron Spears", 33],
-  "dab52c11-0564-4207-a4a1-c1735c946a65": ["Ron Spencer", 55],
-  "b64d0979-4028-4409-8285-eec2fa282dd4": ["Rovina Cai", 17],
-  "23f86db1-9103-49bb-83d5-0fda18143921": ["Rudy Siswanto", 21],
-  "f4d194b4-958a-4830-8d87-1a84e0b9ffbc": ["Ryan Alexander Lee", 36],
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-  "8955dca7-3e37-42b4-83a9-167c78a2178f": ["Ryan Yee", 86],
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-  "66756146-32f8-4513-9aae-75a8e5117585": ["Sam White", 10],
-  "77cecfa2-2494-42a2-b14a-55ad40c6adbb": ["Sam Wood", 16],
-  "56be33dc-a2da-40e9-a4f7-94077dcea31e": ["Sara Winters", 34],
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-  "23b0cf43-3e43-44c6-8329-96446eca5bce": ["Scott M. Fischer", 57],
-  "07c7ac65-dfa6-4273-9c66-ec9d8f3e2226": ["Scott Murphy", 61],
-  "ad4caca0-8d89-44ce-a1a6-d5ca905bd6fb": ["Seb McKinnon", 136],
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-  "1885e6cb-c827-4896-994e-3d0a027d602f": ["Zoltan Boros", 181]
-}
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Alexander Gregory", 58], "606a37b0-9d2d-477b-b679-100bc30b46b3": ["Dameon Willich", 25], "4eac683c-8c96-4f57-b8a4-ad7f7b7c44c7": ["Dana Knutson", 15], "9b55c657-5b5b-4152-a6e2-51180517bfa9": ["Dan Dos Santos", 20], "059bba56-5feb-42e4-8c2e-e2f1e6ba11f9": ["Dan Frazier", 119], "63ac31a8-dd1a-4679-9f82-ece89429a084": ["Daniel Gelon", 61], "0fbd4798-76eb-46d5-a5d4-1e3a25870e34": ["Daniel Ljunggren", 165], "266fe58e-bcd6-4294-8e42-0a234ed9fb8d": ["Dan Mumford", 10], "f852fa13-137e-40f2-bbc1-0f01df09c0e0": ["Dan Scott", 143], "fcd5ea36-64e0-4af0-992a-3c68a34a400f": ["Dany Orizio", 18], "904ed2e7-9850-4472-802f-2657c53dd4d8": ["Darek Zabrocki", 34], "7da1a585-c875-45e4-b322-5da9e8e1f651": ["Daren Bader", 22], "262c8e55-4efc-467b-a042-6f734b9d2e01": ["Darrell Riche", 56], "14c7f83c-d0fb-43f0-90f3-703f910f8bb9": ["Darren Tan", 14], "99b8310a-4fd6-4ded-8ab7-3b5185821cbe": ["Dave Allsop", 55], "9235458b-ce92-45bd-a430-a72ecd8e6176": ["Dave Dorman", 14], "8a5540a8-18c9-4fa9-802c-59d6866114d5": ["Dave Kendall", 121], "092827e0-03f2-4e73-852e-d95eba0fef20": ["David Auden Nash", 15], "3496c5b4-57bf-4e5e-8bac-a1e05a911a2d": ["David Gaillet", 50], "996ad764-4ae0-4952-8bb5-5a75c9d68275": ["David Martin", 25], "bd8dcf6f-4ab3-4854-bfb0-f2e21610fc16": ["David O'Connor", 16], "04ce1c75-e30c-4b7a-8cb0-b53e4ecc2f39": ["David Palumbo", 100], "c5a2318d-5d04-499f-b121-57dee5a9dfe6": ["David Rapoza", 47], "5eedbc4b-34a3-4ca5-b3f5-9ac2f6b6adf7": ["Denman Rooke", 15], "806f6ff9-6ed4-4e93-998a-a562c0b792e6": ["Deruchenko Alexander", 72], "ad53afd6-d00f-4bc8-98ec-deab3f6aec50": ["Dimitar Marinski", 31], "ed44dce4-30cf-4c2c-b2e1-a19ba2295690": ["DiTerlizzi", 14], "9872f5c0-274a-48ce-a9ad-6f0d5654e29c": ["Dmitry Burmak", 53], "64374332-23aa-4f5c-ad70-511ed2fb7b7d": ["Dominick Domingo", 10], "c3439c4a-1fee-4e33-9b89-18dac27ac927": ["Dominik Mayer", 48], "90332db2-aecb-4d79-917b-95cbeb8d0cb6": ["Donato Giancola", 99], "b4117364-73af-47e5-8cf0-901eeea09e01": ["Don Hazeltine", 11], "a9ddb513-51c7-455c-ab8f-5b90aae9f75b": ["Douglas Shuler", 20], "a8c4ef83-94ad-41c7-861f-95debea16868": ["Drew Baker", 23], "22eef389-7b21-4dda-95dc-4c9a0f1bf4dd": ["Drew Tucker", 41], "b967e930-39f5-4fbb-a054-800e5d330ee0": ["DZO", 11], "2a9f3780-fcc8-4ec5-b403-ee1d1370d3b4": ["Ekaterina Burmak", 36], "7a9aaa63-73ae-492c-948e-7531415fdf31": ["E. M. Gist", 24], "fcc15b63-b280-49da-9fee-f862824a2fc8": ["Erica Yang", 40], "37970e22-9cee-44c1-af44-5ee27cf26b76": ["Eric Deschamps", 173], "c5562592-3387-495a-96fb-618a6a424a45": ["Eric Fortune", 11], "0fc26d3b-4c0e-41d1-8eb3-286ab55a2328": ["Eric Peterson", 75], "9f85c6c1-5cf4-4092-bb65-006eaca188d4": ["Eric Velhagen", 11], "eea284ce-9377-49c1-9d96-f34b7d487cdf": ["Evan Shipard", 20], "127faa6a-6c02-49a0-beba-ae76d06dd153": ["Even Amundsen", 23], "6777be9f-5724-4fdb-b6a0-a83f63efa4ca": ["Evyn Fong", 24], "0d8d6726-4051-445a-8374-a919aad98f38": ["Eytan Zana", 50], "0cc534e0-be18-4cb1-8521-50fabd0dac6f": ["Fajareka Setiawan", 11], "66082c3b-a623-4d34-be51-2475214b85d3": ["Filip Burburan", 105], "f28c54ff-bbe3-485d-81a4-b2cb49430a52": ["Florian de Gesincourt", 38], "64fc383d-de34-4151-87d6-27b82e58086e": ["Forrest Imel", 11], "fa64fc53-a243-4a94-a4d2-97625ea24b4f": ["Francisco Miyara", 15], "3a243c17-3baa-4b53-9599-645311cd7d3d": ["Franz Vohwinkel", 58], "9c77c81a-3b3f-4e94-a834-327d01cd6b35": ["Fred Fields", 11], "44c3877f-8771-43dc-9e40-f4c765f59d2e": ["Gabor Szikszai", 39], "9456da4e-410b-4932-8bf3-a69a2da3cdc9": ["Games Workshop", 30], "0d253eb0-2579-4201-bde4-f0a9f0963827": ["Gao Yan", 10], "fb608209-fd37-435a-b2fb-a158aeb3f927": ["Gary Leach", 21], "086111c7-93f0-4bab-b339-6fe1c00d693c": ["Gary Ruddell", 35], "09922e8b-c57f-4374-97e4-c0b86b66ef4b": ["Gerry Grace", 19], "009fe350-a82b-430f-92bc-04fe08d78f50": ["G-host Lee", 20], "7be3b9e4-de9b-4a3d-884e-e67b9681d409": ["Glen Angus", 46], "020f967b-0d2f-4166-aabe-901dba8bc7ec": ["Greg Hildebrandt", 72], "b864fecb-d491-4f8d-b915-f6c93d0885fa": ["Greg Opalinski", 34], "93d65564-bf00-447b-8406-e2031f03b6b1": ["Greg Staples", 119], "b5f49d0d-8056-48e3-b614-090e656b4f9c": ["Grzegorz Rutkowski", 80], "4441fe52-9e41-40c1-9b74-8510426279ab": ["Heather Hudson", 30], "b12df60b-57df-47d9-8f3e-cfc5fa3b8519": ["Hector Ortiz", 11], "ce415f9e-8a20-4d64-bcba-2b1b7e94012e": ["Heonhwa Choe", 36], "49b6270b-1b28-4e03-b503-522f97dc3a78": ["Hideaki Takamura", 27], "6dd06426-59fe-4b9c-aad5-6da8446a5c3d": ["Howard Lyon", 130], "8d244b88-ef56-4523-8c0c-9fecccc4ab9d": ["Iain McCaig", 17], "d2200e9f-c40d-45d4-8d87-3f1412c61770": ["Ian Miller", 28], "9c3e9d17-509f-485c-9360-46d897ce716b": ["Igor Kieryluk", 191], "12070c2e-4de6-46bc-b379-8a580dfb34c5": ["Ilse Gort", 43], "1e4cb52d-476e-4c68-ac87-2e620aede6d4": ["Irina Nordsol", 33], "aa807c8c-d07f-4f09-90d3-b2cbf5b86dbf": ["Iris Compiet", 11], "d3a47c28-84e9-4b53-a236-5066ae1bb62f": ["Ittoku", 10], "2c3d2473-ff5d-4309-8194-e0b2def2ab65": ["Izzy", 162], "331942ac-401c-4af3-9d70-85f67717496c": ["Jack Wang", 37], "92f6c2c1-fa57-4b52-99c4-0fd866c13dc9": ["Jaime Jones", 113], "be53e4e1-ab31-494a-b154-e00ee97eb463": ["Jake Murray", 14], "36901417-ce61-4636-8b77-6db14a9cb68a": ["Jakub Kasper", 61], "dd6ac36b-bdb4-48d5-9fae-1b017437669d": ["Jama Jurabaev", 12], "1a7be0a2-d8ac-45c7-b0a0-eb0886f47b5f": ["James Paick", 128], "3852bbc9-11c0-4fe3-8722-a06ad7e2bcc5": ["James Ryman", 99], "c93d6885-ef0f-45cc-8339-423b6f86ab8d": ["James Zapata", 17], "02e2b5de-4341-464c-8fdb-a1adbf873bc0": ["Jason A. Engle", 134], "8062d5a9-51b6-4822-933f-fa9e9dba8416": ["Jason Chan", 42], "064b9176-e325-44f6-a413-2cadb7505851": ["Jason Kang", 33], "6ed7e669-579b-443d-b223-e5cbcb2a7483": ["Jason Rainville", 111], "0eb4c7d4-92b9-4d3f-983c-983ef46729e5": ["Jasper Sandner", 12], "da17055e-693c-461a-b132-67dd88b42ca6": ["Jeff Easley", 38], "7c5b6391-2a5a-4b78-b19d-2b181149cb0f": ["Jeff Laubenstein", 16], "9b465bde-3656-4495-ace4-af4ce29999ed": ["Jeff Miracola", 35], "bb21cc10-54bf-4d10-b90c-72ba55dd3d37": ["Jeff Simpson", 16], "515df9fe-9c29-4e75-9e49-6ce5be4ec8c8": ["Jehan Choo", 26], "b40ac320-89b4-4c51-a85f-4a4b63ae614e": ["Jeremy Jarvis", 43], "54366fc1-c5b1-4faa-a7a5-de2abc119de1": ["Jerry Tiritilli", 33], "a5f8354a-8b51-4e59-96b2-0e3aeae4fa1d": ["Jesper Ejsing", 139], "1c906f9b-5bbe-4643-8f5c-90eb1c7f0c43": ["Jim Murray", 73], "aa9f64d1-29e1-4c82-877e-44c18183f40b": ["Jim Nelson", 54], "1431bdd4-c187-40ea-847a-e1dcd835598a": ["Jim Pavelec", 16], "b09e6cd1-0257-425a-9bbb-5cac3f803443": ["Jodie Muir", 10], "13b6c9ee-f7a8-46a4-934f-ea6b4a1b14b2": ["Joe Slucher", 53], "465e38b8-7eed-4d22-a6d2-d3603ee0c00b": ["Johan Grenier", 31], "d92e2dd9-9ef6-43f6-81f8-df87f9066983": ["Johann Bodin", 111], "3593dd7e-c547-4a32-81cd-7da725f60118": ["Johannes Voss", 97], "798f3932-30e0-4420-aa3f-db4d613f89ca": ["John Avon", 89], "a1685587-4b55-446b-b420-c37b202ed3f1": ["John Matson", 64], "a4f50310-4b01-4cd3-8ab8-85b31e6876db": ["John Severin Brassell", 34], "b0f038a0-73b5-4806-918e-9cd11b5f92e1": ["John Stanko", 69], "2c14303e-97a3-45fa-9bd8-59e5332a65f9": ["Jokubas Uogintas", 19], "561ebf9e-8d93-4b57-8156-8826d0c19601": ["Jonas De Ro", 127], "babb75bd-4c75-4b13-ad61-c34597ab79ff": ["Jonathan Kuo", 23], "be1fa767-c905-49b1-afcf-77a8e9ebbd31": ["Jon Foster", 19], "6befd6d5-7f8d-4b7c-87e3-5511391a3359": ["Joseph Meehan", 70], "8fa1fdf0-96d6-46f4-a7ff-b1c0257c3735": ["Josh Hass", 57], "553b2a73-780f-414b-b2d7-3b7888821082": ["Joshua Raphael", 29], "74246024-92b4-43d0-a5af-a3f9f2a35d5f": ["Josu Hernaiz", 76], "7f1868e3-325f-4df9-8f27-a381fed4f0fc": ["Julian Kok Joon Wen", 13], "bba720a4-46b3-493b-8653-8980e6a8c252": ["Julie Baroh", 13], "ce8605ad-6d5a-45a3-a7b6-84be4f5209cd": ["Julie Dillon", 10], "269392ac-4c06-4650-98e2-d49a5a7f2371": ["Jung Park", 80], "4d6acc42-7bac-42cb-ac57-a56355292e89": ["Justine Cruz", 22], "792963b0-5dec-4b79-9035-71ce48bf77e9": ["Justine Mara Andersen", 12], "9af01712-e56b-4865-80d8-c77a69750077": ["Justin Hampton", 11], "bb15780e-8f96-4823-b258-a7a9fd79b02c": ["Justin Sweet", 31], "d2340aef-8ca9-4e0d-864c-6a4e8d5e350a": ["Justyna Dura", 20], "77f6cd9e-e625-4526-bfc5-97039f21375e": ["Kari Christensen", 13], "286a7773-06e5-465c-8a2a-76dfcb4ad110": ["Karla Ortiz", 16], "0fad2c48-a56e-4a0b-b512-224f6f238f20": ["Karl Kopinski", 118], "a662cb71-4770-4b49-8b03-2cf8497049a7": ["Kasia 'Kafis' Zieli\u0144ska", 10], "6ab2144d-a579-4aff-bce9-e6d76427ff04": ["Keith Garletts", 20], "4b771085-c049-4308-930d-ec9665f803a4": ["Kekai Kotaki", 47], "f366a0ee-a0cd-466d-ba6a-90058c7a31a6": ["Kev Walker", 140], "aa7e89ed-d294-4633-9057-ce04dacfcfa4": ["Kieran Yanner", 151], "fa058291-5283-4b33-a65e-d4911cb319bb": ["Kimonas Theodossiou", 12], "f2bd4ad3-6359-4592-9b34-90a70cfe1b61": ["Kim Sokol", 10], "3677c64b-55e6-4a0d-a952-bdbb05531220": ["Lake Hurwitz", 57], "73932957-e76e-4ff0-8f0a-b3ad2d8dfae2": ["Larry MacDougall", 27], "21ed6499-c4d3-4965-ab02-6c7228275bec": ["Lars Grant-West", 124], "6f771d3f-310e-4aa4-841f-5ba4ba9f025a": ["Lie Setiawan", 68], "5a50ced2-b301-4195-8af4-f7e1bae07d28": ["Liiga Smilshkalne", 15], "95bc132d-37aa-4063-8ed8-04d489e826cd": ["Lindsey Look", 29], "0a0e9093-ce44-4a69-93a7-09b63e7c330d": ["Lius Lasahido", 91], "0f41e561-bc26-4d85-aab6-66c384e01b74": ["Livia Prima", 55], "70213e7d-47e0-4543-a1ae-451009053e2d": ["Lorenzo Mastroianni", 13], "ce98f39c-7cdd-47e6-a520-6c50443bb4c2": ["Lucas Graciano", 120], "aa57d42a-72c1-4d94-a200-3571233c4b20": ["Luca Zontini", 17], "f1d0c5e9-747f-4885-a5cd-a2ea42a792ef": ["Maciej Kuciara", 11], "9e6a55ae-be4d-4c23-a2a5-135737ffd879": ["Magali Villeneuve", 155], "35f11eeb-36ff-4059-bb70-d1274f5bd858": ["Manuel Casta\u00f1\u00f3n", 36], "d50dd2c3-34ae-4eb1-8948-cb4b38d7e4b9": ["Marc Fishman", 12], "c0f95ec3-c7ca-47d6-be5c-b37dfce37be5": ["Marco Nelor", 31], "8089db55-5105-47b0-8c64-f320e08c97f0": ["Marc Simonetti", 10], "a10f59a4-36fd-4ef3-966b-5570ca118062": ["Mark A. Nelson", 10], "ccf77963-723f-4137-b364-7417079e8ab9": ["Mark Behm", 39], "85deac3f-b647-4893-993d-3ea4d16d93ef": ["Mark Hyzer", 11], "bfdeaf09-f915-4058-8e8b-bcac3bc43c33": ["Mark Poole", 48], "4ec62588-d6cc-41a2-a9be-a0f95b9613cc": ["Mark Romanoski", 26], "9ee9a9cc-c09e-486f-918b-69f80cbc4188": ["Mark Tedin", 31], "3d8a379d-f4e8-440d-99d5-5ec107757348": ["Mark Winters", 43], "48e2b98c-5467-4671-bd42-4c3746115117": ["Mark Zug", 81], "266ab861-ed64-4ba5-865c-f18758421cc3": ["Marta Nael", 32], "6338124e-8e53-498d-8bf9-93a55db2f61c": ["Martina Fackova", 16], "30fead7c-da53-4c1b-b514-4be6e5ce487c": ["Martina Pilcerova", 35], "2ae0dd12-047c-4efb-80d7-bccc3bac5fba": ["Mathias Kollros", 137], "2e6a0611-9411-4ba4-98e3-c0e18cbf9f83": ["Matt Cavotta", 164], "4fbafd13-0cf9-42a1-870d-7f8ea276f140": ["Matthew D. Wilson", 16], "20871267-2d8a-41d5-b03a-be3d557c5734": ["Matt Stewart", 173], "957ec398-9a5e-4f54-9090-37a06d57b96c": ["Micah Epstein", 31], "e8f8a5b5-20bc-4aeb-a5ea-257b5c16a488": ["Michael Bruinsma", 10], "d119119f-9ee1-4cf1-a01f-e90b6a042155": ["Michael C. Hayes", 28], "96a53b95-fe5f-4fbb-9411-ccf4ee150aca": ["Michael Komarck", 29], "3bda7dbe-1d9f-47c6-95ce-d283859ffab1": ["Michael Phillippi", 13], "5ce7b3bd-53d2-49e6-b504-37191e8e9b17": ["Michael Sutfin", 33], "e5f52ef5-1a2e-4128-90b0-ccc71cd47ea7": ["Mike Bierek", 94], "a1407afa-0f54-43f8-938b-88b268074f91": ["Mike Dringenberg", 11], "4a9465c4-1545-4ab6-91e7-60252b90bed4": ["Mike Ploog", 33], "155bc2cb-038d-4b1f-9990-6178db1d1a21": ["Mike Sass", 14], "81c5ec23-220b-4efa-b7df-9e49dd371e8d": ["Mila Pesic", 37], "1eced451-4da5-42bc-b49d-70c41246581f": ["Milivoj \u0106eran", 49], "95f2b92b-3031-4abb-85f1-bcebf0a032f5": ["Minttu Hynninen", 12], "9cb65d6f-8851-4d56-9add-9eefa274bd1b": ["Min Yum", 58], "23547f21-a6c7-44e0-bbb7-fd5e5e32d97c": ["Mitchell Malloy", 10], "185ea3f2-0b95-4f96-ab62-f7754ba591d8": ["Muhammad Firdaus", 13], "c74ef1dd-0341-44c4-8f9f-5f243151cce3": ["N\u00e9N\u00e9 Thomas", 21], "7a6f1667-a8ac-47f5-a302-f71cb54b2adf": ["Nestor Ossandon Leal", 22], "a1bba8ff-63b4-4786-b1c4-f1bfe5d3ab1c": ["Nicholas Gregory", 78], "d5dc3c78-b4d0-4e0a-8bfb-fd7b1c36a5e4": ["Nick Percival", 13], "c540d1fc-1500-457f-93cf-d6069ee66546": ["Nils Hamm", 175], "78ae4348-24fb-401f-bfba-0d5c34c106ab": ["Nottsuo", 11], "fad4282c-49d1-4b5b-be1d-713369fc8bc8": ["Olena Richards", 28], "11c6f325-68c2-4f2a-972d-98d2ffe6c224": ["Olivier Bernard", 12], "256b61a2-b9af-4ff5-b485-47a61818f818": ["Omar Rayyan", 16], "d48dd097-720d-476a-8722-6a02854ae28b": ["Paolo Parente", 84], "4902294d-a1e5-495b-8526-49b2bfdda056": ["Pat Lee", 10], "3130411f-ddd5-4cab-a2f4-0a9c3b95a26e": ["Pat Morrissey", 15], "db74e463-9c78-4f45-80a9-efa5cc4f9841": ["Paul Bonner", 10], "c19bfb77-5099-4f7c-8585-6eaf367712c9": ["Paul Scott Canavan", 40], "c8f27311-46a5-4eaf-9b2e-d660ed1db649": ["Peter Mohrbacher", 51], "d54c4a1a-c0c5-4834-84db-125d341f3ad8": ["Pete Venters", 55], "43cdce85-e4bc-424e-ac95-fd0886b66ff3": ["Philip Straub", 15], "b1f04826-a04f-4bb8-b8be-5fcd97bd00c5": ["Phill Simmer", 10], "86942b2a-49d3-4edd-908c-551f6f07dd00": ["Phil Stone", 12], "f333a7f0-7330-40e9-8c58-667eea2f0f60": ["PINDURSKI", 23], "aff176e8-1d15-432e-ad1d-207a474decba": ["Piotr Dura", 57], "b082dd2b-8fff-4b1b-b2cf-26396ac3ba53": ["Puddnhead", 11], "a51444a8-eb4b-4615-a663-d1d418591ccb": ["Ralph Horsley", 26], "a5048cc7-438a-4378-98e4-da99b78e1db0": ["Randy Gallegos", 86], "d20672ca-0555-4238-a984-fd171d36b247": ["Randy Vargas", 120], "c7c15d49-f84b-4d98-9a34-e80e8347b756": ["Raoul Vitale", 58], "e24bc1d0-446b-45e0-b215-89f581837aa4": ["Ravenna Tran", 26], "a72b1f7b-b72a-4e8b-bc97-d6720c0e5837": ["Ray Lago", 10], "e956bacc-077d-4c12-b6bc-ba798b718af9": ["Raymond Swanland", 40], "f8f662fa-d597-46a3-afb2-91d6e13243e2": ["Rebecca Guay", 53], "191620ed-2361-444e-96a6-1fe7ce32ef3b": ["Richard Kane Ferguson", 17], "a3cce4f0-fbf5-4883-aac7-fb28b993b132": ["Richard Sardinha", 13], "596b3aac-b331-4e1e-ae41-9ec2d3b653e1": ["Richard Thomas", 40], "7b1b0ce9-2c58-4321-a2a7-cdc94feae082": ["Richard Wright", 76], "81ae0f3f-1d88-4125-9aeb-b15b4c734c82": ["rk post", 64], "35906871-6c78-4ab2-9ed1-e6792c8efb74": ["Rob Alexander", 68], "34f236c4-d646-4e48-9723-9df5f507754d": ["Robbie Trevino", 31], "adb9ad6d-6173-454b-8b50-a102b182548b": ["Robin Olausson", 12], "fce9030b-86bd-4439-b06a-920a1eeb184c": ["Ron Spears", 33], "dab52c11-0564-4207-a4a1-c1735c946a65": ["Ron Spencer", 55], "b64d0979-4028-4409-8285-eec2fa282dd4": ["Rovina Cai", 17], "23f86db1-9103-49bb-83d5-0fda18143921": ["Rudy Siswanto", 21], "f4d194b4-958a-4830-8d87-1a84e0b9ffbc": ["Ryan Alexander Lee", 36], "a4e0102e-bbeb-497c-babc-1c0741fea914": ["Ryan Barger", 48], "89cc9475-dda2-4d13-bf88-54b92867a25c": ["Ryan Pancoast", 124], "8955dca7-3e37-42b4-83a9-167c78a2178f": ["Ryan Yee", 86], "f89f4b78-cefb-41f7-b7cb-4f4d28de0c4f": ["Sam Burley", 106], "22dbb488-6195-43cc-9927-73bfd239fe30": ["Sam Rowan", 18], "66756146-32f8-4513-9aae-75a8e5117585": ["Sam White", 10], "77cecfa2-2494-42a2-b14a-55ad40c6adbb": ["Sam Wood", 16], "56be33dc-a2da-40e9-a4f7-94077dcea31e": ["Sara Winters", 34], "9e048547-f9c3-4958-9c2c-91e45df7c6ae": ["Scott Chou", 20], "1675947d-e663-4200-a6ce-5ad7bb3c83b1": ["Scott Hampton", 11], "23b0cf43-3e43-44c6-8329-96446eca5bce": ["Scott M. Fischer", 57], "07c7ac65-dfa6-4273-9c66-ec9d8f3e2226": ["Scott Murphy", 61], "ad4caca0-8d89-44ce-a1a6-d5ca905bd6fb": ["Seb McKinnon", 136], "bc1722f2-95d4-462d-948b-35be540ef4c2": ["Shelly Wan", 17], "1d175ae2-a9bd-492d-8ce0-fa07c8963c5c": ["Shreya Shetty", 13], "55e6d846-2f73-4fba-9b88-441686bb8dcb": ["Sidharth Chaturvedi", 74], "b0e80135-db5a-4b88-a0bc-815a0e94faa1": ["Simon Dominic", 81], "d887bc66-2779-416c-a1ff-d8720242063e": ["Slawomir Maniak", 180], "018799f5-76d7-4849-9375-f1b9030977e6": ["Stephan Martiniere", 20], "a267f9bb-072b-410a-a704-50f4d19020d8": ["Stephen Daniele", 25], "bb596c13-9c39-4b11-8a7b-c88944826e70": ["Stephen Tappin", 37], "a44ddda4-5331-4f83-aac9-3e00ed36bd7b": ["Steve Argyle", 57], "39d8411c-2187-426c-8ad3-d4f688b22db1": ["Steve Ellis", 13], "e2b0133e-a28d-45d1-8843-26285b41d61d": ["Steve Luke", 21], "f07d73b9-52a0-4fe5-858b-61f7b42174a5": ["Steven Belledin", 148], "a1139fb8-41f5-4a9e-9a74-f662e1a23b35": ["Steve Prescott", 72], "674a172f-e11a-458b-a681-964726a0c320": ["Steve White", 14], "8df59511-f31c-461f-8a7d-0271aa1f973d": ["Stuart Griffin", 17], "4b149402-618d-4f54-9db8-788e4a5bce70": ["Sung Choi", 18], "65d77b0b-6cca-4adf-a7ee-610c96d02371": ["Suzanne Helmigh", 18], "ffd063ae-c097-4f26-b2e6-b1e2137708bc": ["Svetlin Velinov", 191], "4601d9e5-616b-47c4-b9ca-e2b4ab257bc9": ["Ted Naifeh", 11], "ff346569-557d-4043-ae44-97c2c7cabd7d": ["Thomas M. Baxa", 33], "da0e98c9-28a9-41ed-a617-ea94737438c0": ["Tianhua X", 15], "caa7228c-f74c-4145-91fb-1af8d623c353": ["Tim Hildebrandt", 29], "b11e6b3a-f4ca-4cf1-8fd7-475696de5f5c": ["Titus Lunter", 148], "d0b9f3cc-13fb-42b6-bc43-b034728e5c7b": ["Todd Lockwood", 25], "ceb3ce65-efa6-4bcc-b2a3-33e83a047528": ["Tomas Duchek", 10], "bba69285-2445-4a4b-a847-59397be972ea": ["Tomasz Jedruszek", 142], "8f43afbf-ce7e-4c01-8815-6d51eaa801cd": ["Tom Kyffin", 16], "1130bcd0-c8b1-48be-85d7-3ddb2abc6b1a": ["Tommy Arnold", 24], "1ab97a5f-9abb-42f4-bbc4-954899619d6f": ["Tony Foti", 15], "5d9af000-0148-4319-b573-3d6bf06bc7bb": ["Tony Roberts", 20], "1952c90b-a5a7-4328-9f7c-e11064f59daf": ["Tony Szczudlo", 35], "d72fed18-68fb-4a66-b369-978ae372fa07": ["Torstein Nordstrand", 12], "35d39e75-5d6c-4318-9136-38cdfff34a05": ["Trevor Claxton", 41], "7c1d7b59-dbf1-4ca8-9975-8e01c593da6e": ["Trevor Hairsine", 25], "433a40d2-2caa-4cba-ba8d-0308a951d026": ["Tsutomu Kawade", 19], "d84246f9-a536-485f-a21d-a237302ed100": ["Tuan Duong Chu", 16], "522af130-8db4-4b4b-950c-6e2b246339cf": ["Tyler Jacobson", 104], "70c4c8c7-61a8-44e7-8fb1-161b7f943e7e": ["Tyler Walpole", 27], "0471a371-1bf8-49f2-8e76-cbe3a0bfa7e8": ["Una Fricker", 41], "14cf4c0c-1a83-4366-ba61-6d0a26ee5a69": ["Uriah Voth", 41], "289e552e-3b58-484f-a939-64a01426e84d": ["Val Mayerik", 36], "b5516011-4722-4fc8-8542-102cecc52b71": ["Vance Kovacs", 28], "41084244-a313-4d14-8123-db05855f9cfe": ["V\u00e9ronique Meignaud", 32], "bd8f7368-5b10-4554-b6b8-d052c6aca89f": ["Victor Adame Minguez", 120], "92dfef2a-d0fa-42fd-bdd6-bc4c9286cb56": ["Viko Menezes", 14], "2270c0b0-afb4-42b0-bcb6-25fe4ad6eef2": ["Viktor Titov", 64], "d82b1138-76d3-49f7-9d8c-bc2e2d3e0b0a": ["Vincent Proce", 116], "93bec3c0-0260-4d31-8064-5d01efb4153f": ["Volkan Ba\u01f5a", 154], "002c739e-aa1f-4c1d-921b-37cb2d1b1c5b": ["Warren Mahy", 66], "62dc90c0-4bc2-4d42-ad76-59cad9243566": ["Wayne England", 111], "afc47cec-3ccc-404e-a8c6-4d83dd504271": ["Wayne Reynolds", 70], "b98c9d94-8bdb-49af-871d-7bac92274535": ["Wesley Burt", 65], "5a553c8e-e3b9-40e0-bde5-1db621c53939": ["Willian Murai", 52], "e45fe8d3-75d6-42c9-a2df-e945ad81ea27": ["Winona Nelson", 117], "f2d36cdd-a4e9-43ba-b2ad-9d514f6706d4": ["Wisnu Tan", 42], "074daf3d-0849-4c4a-b5a5-c276384e81e5": ["Wylie Beckert", 12], "f8e7f8d6-6dde-4059-973c-30f1fd1bbe4e": ["Yeong-Hao Han", 154], "a24479f8-6d9e-40f9-bede-f29899922b97": ["Yigit Koroglu", 21], "c40c8ec8-d8b3-48a5-8de2-a7c96cbded5b": ["Yohann Schepacz", 17], "5ab91c3b-a6da-4751-a56e-81d0f61a67ab": ["Yongjae Choi", 97], "63b2909b-7102-49c5-8f9d-6116a1913308": ["YW Tang", 27], "17bc7f55-958b-43f4-bb40-09746d05b3f9": ["Zack Stella", 95], "329a7971-c37e-47f7-9143-58dc929420a7": ["Zara Alfonso", 11], "810677e5-a502-4c03-b726-78cd808a75d4": ["Zezhou Chen", 64], "1885e6cb-c827-4896-994e-3d0a027d602f": ["Zoltan Boros", 181], "1711b097-92a1-4d77-9b18-4cf79e4bff7d": ["\u738b\u7389\u7fa4", 1]}
\ No newline at end of file
diff --git a/yarn.lock b/yarn.lock
index be83129b..89d43cba 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3398,6 +3398,14 @@
   resolved "https://registry.yarnpkg.com/@types/module-alias/-/module-alias-2.0.1.tgz#e5893236ce922152d57c5f3f978f764f4deeb45f"
   integrity sha512-DN/CCT1HQG6HquBNJdLkvV+4v5l/oEuwOHUPLxI+Eub0NED+lk0YUfba04WGH90EINiUrNgClkNnwGmbICeWMQ==
 
+"@types/node-fetch@2.6.2":
+  version "2.6.2"
+  resolved "https://registry.yarnpkg.com/@types/node-fetch/-/node-fetch-2.6.2.tgz#d1a9c5fd049d9415dce61571557104dec3ec81da"
+  integrity sha512-DHqhlq5jeESLy19TYhLakJ07kNumXWjcDdxXsLUMJZ6ue8VZJj4kLPQVE/2mdHh3xZziNF1xppu5lwmS53HR+A==
+  dependencies:
+    "@types/node" "*"
+    form-data "^3.0.0"
+
 "@types/node@*", "@types/node@>=12.12.47", "@types/node@>=13.7.0", "@types/node@>=8.1.0":
   version "17.0.35"
   resolved "https://registry.yarnpkg.com/@types/node/-/node-17.0.35.tgz#635b7586086d51fb40de0a2ec9d1014a5283ba4a"
@@ -4777,7 +4785,7 @@ combine-promises@^1.1.0:
   resolved "https://registry.yarnpkg.com/combine-promises/-/combine-promises-1.1.0.tgz#72db90743c0ca7aab7d0d8d2052fd7b0f674de71"
   integrity sha512-ZI9jvcLDxqwaXEixOhArm3r7ReIivsXkpbyEWyeOhzz1QS0iSgBPnWvEqvIQtYyamGCYA88gFhmUrs9hrrQ0pg==
 
-combined-stream@^1.0.6:
+combined-stream@^1.0.6, combined-stream@^1.0.8:
   version "1.0.8"
   resolved "https://registry.yarnpkg.com/combined-stream/-/combined-stream-1.0.8.tgz#c3d45a8b34fd730631a110a8a2520682b31d5a7f"
   integrity sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==
@@ -6536,6 +6544,15 @@ form-data@^2.3.3, form-data@^2.5.0:
     combined-stream "^1.0.6"
     mime-types "^2.1.12"
 
+form-data@^3.0.0:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/form-data/-/form-data-3.0.1.tgz#ebd53791b78356a99af9a300d4282c4d5eb9755f"
+  integrity sha512-RHkBKtLWUVwd7SqRIvCZMEvAMoGUp0XU+seQiZejj0COz3RI3hWP4sCv3gZWWLjJTd7rGwcsF5eKZGii0r/hbg==
+  dependencies:
+    asynckit "^0.4.0"
+    combined-stream "^1.0.8"
+    mime-types "^2.1.12"
+
 formdata-polyfill@^4.0.10:
   version "4.0.10"
   resolved "https://registry.yarnpkg.com/formdata-polyfill/-/formdata-polyfill-4.0.10.tgz#24807c31c9d402e002ab3d8c720144ceb8848423"
@@ -8666,7 +8683,7 @@ node-emoji@^1.10.0:
   dependencies:
     lodash "^4.17.21"
 
-node-fetch@2.6.7, node-fetch@^2.6.1, node-fetch@^2.6.7:
+node-fetch@2, node-fetch@2.6.7, node-fetch@^2.6.1, node-fetch@^2.6.7:
   version "2.6.7"
   resolved "https://registry.yarnpkg.com/node-fetch/-/node-fetch-2.6.7.tgz#24de9fba827e3b4ae44dc8b20256a379160052ad"
   integrity sha512-ZjMPFEfVx5j+y2yF35Kzx5sF7kDzxuDj6ziH4FFbOp87zKDZNx8yExJIb05OGF4Nlt9IHFIMBkRl41VdvcNdbQ==