jennmcallister — Just Chatting stream analytics — Jul 13, 2026
FULL STREAM INTELLIGENCE · Just Chatting
Jul 13, 2026 · VOD 2819396057
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
no >0.25 swings detected
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
145 first-time chatters in one minute (raid-like influx)
- mrpibblover02: mrpibblover02 subscribed with Prime. They've subscribed for 9 months!
- lemonadeicetea: hi Ethan hi juju
111 first-time chatters in one minute (raid-like influx)
- hahahahahatwenty: mcallisterLOOKING mcallisterLOOKING mcallisterLOOKING
- Banana_Jacket_Lover: JENN WELCOME BACK
135 first-time chatters in one minute (raid-like influx)
- mangomyahh: mcallisterYASSIFIED mcallisterYASSIFIED mcallisterYASSIFIED mcallisterYASSIFIED
- pargb2150: CONGRATS JENN
101 first-time chatters in one minute (raid-like influx)
- bladussyy: LETS SEE THE RING MAWMAW
- redxirage: CONGRATS GayPride GayPride GayPride
76 first-time chatters in one minute (raid-like influx)
- domisnt: OKAY GIRL IM NOT THAT SMART
- Cha0sReaper_: MAW MAWWWW
Keyword tracker
- that1,333
- subscribed1,190
- jenn976
- just863
- this810
- what700
- girl679
- they've624
- tier619
- months619
- your619
- like572
- happy518
- have508
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 125 | 1.00 | known | known bot account |
| maddtay | 15 | 0.45 | medium | repeated one message ×8 (53% of output) |
| lastwordforcam | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
Emote pulse
- mcallisterCANCELED5,408
- BisexualPride1,258
- mcallisterFIRE800
- mcallisterEMOJI789
- mcallisterSPIN767
- mcallisterGINGERSPIN744
- mcallisterLOOKING727
- mcallisterJAIL550
Evidence tape
- 00:00NoOneMournsTheBushOPENER
HIIII
- 01:00mayon3ssaaPEAK
mayon3ssaa subscribed at Tier 1. They've subscribed for 3 months! HI JENNNN
- 01:000pisthokontPEAK
0pisthokont subscribed at Tier 1. They've subscribed for 10 months, currently on a 10 month streak! 10 MONTHS
- 01:00sapphicdayPEAK
sapphicday subscribed at Tier 1. They've subscribed for 10 months, currently on a 9 month streak! MAWMAWWWWWW UR BACKKKK
- 01:00nadianooPEAK
nadianoo subscribed at Tier 1. They've subscribed for 9 months, currently on a 9 month streak! WOOO
- 01:00jjustinemariePEAK
GUYS WE SURVIVED THE DROUGHT
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→153m | Share |
|---|---|---|---|---|---|
| 01 | Jenns_dragQueen | SUB | 483 | 1.3% | |
| 02 | duh_lan3yz | 447 | 1.2% | ||
| 03 | jennylcoholic | SUB | 440 | 1.2% | |
| 04 | Ryuukyn | SUB | 365 | 1.0% | |
| 05 | STARLIGHT________ | 352 | 1.0% | ||
| 06 | jeefica | MOD | 350 | 1.0% | |
| 07 | ethanful | MOD | 323 | 0.9% | |
| 08 | milfsavior | 302 | 0.8% | ||
| 09 | glitrslzt | SUB | 298 | 0.8% | |
| 10 | hxnnannn | SUB | 277 | 0.8% | |
| 11 | mjonlywatchesjenn | 269 | 0.7% | ||
| 12 | itsme_sydney45 | SUB | 247 | 0.7% | |
| 13 | ariapou | 235 | 0.6% | ||
| 14 | MotleyAS127 | 221 | 0.6% | ||
| 15 | bigbibumpenpoof | SUB | 217 | 0.6% | |
| 16 | THE_DEVIL_MADE_JENN_DO_IT | SUB | 215 | 0.6% | |
| 17 | jujuxslay | MOD | 195 | 0.5% | |
| 18 | snakesandstones | SUB | 189 | 0.5% | |
| 19 | whismyfairycoreblueocean | 183 | 0.5% | ||
| 20 | blackwidowjennlover | SUB | 180 | 0.5% |
User types · badge mix
- SUBSCRIBER12,672 · 35%
- PREMIUM6,120 · 17%
- PURPLE-NOOB2,669 · 7%
- SUB-GIFTER1,557 · 4%
- BLOSSOM-BADGE1,284 · 3%
- BLOOM-BADGE1,204 · 3%
- MODERATOR1,087 · 3%
- SUBTEMBER-2024507 · 1%
New chatters · arrival curve
first-message arrivals · 0m → 153m
586 joined in the first 2 minutes = 19% of all chatters
Most mentioned
- @jeefica61 · 29u
- @ethanful38 · 28u
- @ryebread_011 · 6u
- @kingofbellyslaps11 · 10u
- @jujuxslay9 · 5u
- @kukeydoo018 · 7u
- @the_devil_made_jenn_do_it7 · 3u
- @milfsavior7 · 7u
Top interactors
- jeefica97
- ethanful59
- jujuxslay34
- megsval19
- kingofbellyslaps19
- kukeydoo0116
- milfsavior13
- bigbibumpenpoof13
Chat tape
- 00:00NoOneMournsTheBushOPENER
HIIII
- 01:00mayon3ssaaPEAK
mayon3ssaa subscribed at Tier 1. They've subscribed for 3 months! HI JENNNN
- 01:000pisthokontPEAK
0pisthokont subscribed at Tier 1. They've subscribed for 10 months, currently on a 10 month streak! 10 MONTHS
- 01:00sapphicdayPEAK
sapphicday subscribed at Tier 1. They've subscribed for 10 months, currently on a 9 month streak! MAWMAWWWWWW UR BACKKKK
- 01:00nadianooPEAK
nadianoo subscribed at Tier 1. They've subscribed for 9 months, currently on a 9 month streak! WOOO
- 01:00jjustinemariePEAK
GUYS WE SURVIVED THE DROUGHT
- 01:00AzekielllPEAK
mcallisterGINGERSPIN mcallisterGINGERSPIN mcallisterGINGERSPIN
- 01:00smileyfikeWALL
mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallist
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS30.2%
- QUESTIONS4.7%
- MENTIONS1.5%
- COMMANDS0.3%
Top multiplier
- 02BisexualPride×1258
- 03mcallisterFIRE×800
- 04mcallisterEMOJI×789
Emote leaderboard
- mcallisterCANCELED×5,408
- BisexualPride×1,258
- mcallisterFIRE×800
- mcallisterEMOJI×789
- mcallisterSPIN×767
- mcallisterGINGERSPIN×744
- mcallisterLOOKING×727
- mcallisterJAIL×550
- mcallisterZOOM×546
- mcallisterCLOWN×534
- mcallisterBLUEEYES×419
- mcallisterTHECONCEPT×402
- BratChat×401
- mcallisterCOOL×386
- mcallisterFLAG×348
- mcallisterYASSIFIED×324
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | LMAO | ×169 | 101 | 7m→149m | VIRAL |
| 02 | WWWWW | ×118 | 90 | 1m→142m | VIRAL |
| 03 | WWWW | ×109 | 80 | 1m→142m | VIRAL |
| 04 | LMAOOO | ×92 | 68 | 5m→150m | VIRAL |
| 05 | WHAT | ×91 | 80 | 6m→147m | VIRAL |
| 06 | YESSSS | ×65 | 56 | 0m→149m | VIRAL |
| 07 | SHE SAID YIBS | ×59 | 55 | 0m→40m | VIRAL |
| 08 | WWWWWW | ×58 | 50 | 1m→142m | VIRAL |
| 09 | YESSS | ×56 | 53 | 0m→151m | VIRAL |
| 10 | WWWWWWW | ×56 | 47 | 1m→142m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 01:00mayon3ssaaPEAK
mayon3ssaa subscribed at Tier 1. They've subscribed for 3 months! HI JENNNN
- 01:000pisthokontPEAK
0pisthokont subscribed at Tier 1. They've subscribed for 10 months, currently on a 10 month streak! 10 MONTHS
- 01:00sapphicdayPEAK
sapphicday subscribed at Tier 1. They've subscribed for 10 months, currently on a 9 month streak! MAWMAWWWWWW UR BACKKKK
- 01:00nadianooPEAK
nadianoo subscribed at Tier 1. They've subscribed for 9 months, currently on a 9 month streak! WOOO
- 01:00jjustinemariePEAK
GUYS WE SURVIVED THE DROUGHT
- 01:00AzekielllPEAK
mcallisterGINGERSPIN mcallisterGINGERSPIN mcallisterGINGERSPIN
- 01:00smileyfikeWALL
mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallisterPIXEL mcallist
User colors
Participation inequality
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Community split
Lorenz curve · cumulative share
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
- 1 msg1,000USERS1,000MSGS2.7%
- 2-4 msgs843USERS2,286MSGS6.2%
- 5-19 msgs763USERS6,993MSGS19.0%
- 20+ msgs436USERS26,433MSGS72.0%
436 super-active users (14.3% of chatters) wrote 72% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @jeefica61 · by 29 users
- @ethanful38 · by 28 users
- @ryebread_011 · by 6 users
- @kingofbellyslaps11 · by 10 users
- @jujuxslay9 · by 5 users
- @kukeydoo018 · by 7 users
- @the_devil_made_jenn_do_it7 · by 3 users
- @milfsavior7 · by 7 users
- @davidsloudash7 · by 7 users
- @bigbibumpenpoof7 · by 3 users
Top interactors
- jeefica97 sent
- ethanful59 sent
- jujuxslay34 sent
- megsval19 sent
- kingofbellyslaps19 sent
- kukeydoo0116 sent
- milfsavior13 sent
- bigbibumpenpoof13 sent
- ryebread_012 sent
- duffster11510 sent
Badge mix
- SUBSCRIBER12672 · 35%
- PREMIUM6120 · 17%
- PURPLE-NOOB2669 · 7%
- SUB-GIFTER1557 · 4%
- BLOSSOM-BADGE1284 · 3%
- BLOOM-BADGE1204 · 3%
- MODERATOR1087 · 3%
- SUBTEMBER-2024507 · 1%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | 100central | → | jeefica | 9 | |
| 02 | bigbibumpenpoof | → | jeefica | 8 | |
| 03 | jeefica | → | 100central | 5 | |
| 04 | the_devil_made_jenn_do_it | → | jeefica | 5 | |
| 05 | jeefica | → | bigbibumpenpoof | 5 | |
| 06 | jujuxslay | → | ethanful | 4 | |
| 07 | jeefica | → | ryebread_0 | 4 | |
| 08 | milfsavior | → | jeefica | 4 | |
| 09 | kingofbellyslaps | → | jeefica | 4 | |
| 10 | jeefica | → | the_devil_made_jenn_do_it | 4 | |
| 11 | ethanful | → | jujuxslay | 3 | |
| 12 | ethanful | → | ryebread_0 | 3 |
Chat tape
- 00:00NoOneMournsTheBushOPENER
HIIII
- 01:00mayon3ssaaPEAK
mayon3ssaa subscribed at Tier 1. They've subscribed for 3 months! HI JENNNN
- 01:000pisthokontPEAK
0pisthokont subscribed at Tier 1. They've subscribed for 10 months, currently on a 10 month streak! 10 MONTHS
- 01:00sapphicdayPEAK
sapphicday subscribed at Tier 1. They've subscribed for 10 months, currently on a 9 month streak! MAWMAWWWWWW UR BACKKKK
- 01:00nadianooPEAK
nadianoo subscribed at Tier 1. They've subscribed for 9 months, currently on a 9 month streak! WOOO
- 01:00jjustinemariePEAK
GUYS WE SURVIVED THE DROUGHT
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
no viewer track captured
Engagement quality
Brand safety
- PROFANITY0.5%
- CAPS RAGE30.2%
- SPAM/PASTA3.7%
- BOT MSGS0.3%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×33 | 1 | 1m→151m | BOT TIMER |
| CMD | !ad | ×9 | 3 | 6m→101m | ORGANIC |
| LINK | discord.gg | ×7 | 1 | 4m→153m | BOT TIMER |
| CMD | !vibes | ×7 | 5 | 56m→131m | ORGANIC |
| CMD | !discord | ×6 | 5 | 4m→153m | ORGANIC |
| CMD | !insta | ×5 | 2 | 6m→153m | ORGANIC |
| LINK | instagram.com | ×5 | 1 | 6m→153m | BOT TIMER |
| CMD | !chat | ×5 | 2 | 8m→43m | ORGANIC |
| CMD | !gift | ×4 | 4 | 2m→32m | ORGANIC |
| CMD | !ads | ×4 | 2 | 6m→42m | ORGANIC |
| CMD | !cword | ×4 | 2 | 20m→138m | ORGANIC |
| CMD | !vods | ×3 | 2 | 6m→42m | ORGANIC |
| CMD | !suggestions | ×3 | 1 | 28m→43m | ORGANIC |
| CMD | !sims2 | ×3 | 2 | 31m→43m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.4%
- EN28.7%
- OTHER / EMOTE-ONLY69.9%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
- streamer_alpha34% shared
- streamer_beta21% shared
- streamer_gamma9% shared
- streamer_delta4% shared
shared active chatters · real version needs chat dumps of candidate streamers
Growth track
real version fetches channel history via twitchtracker / helix
jennmcallister stream analytics summary
jennmcallister's Just Chatting stream "I'M BACK!!! and the 180 day toontown bi scarf wait is over" on Jul 13, 2026 generated 36,712 messages from 3,042 unique chatters (238.4 msgs/min average, peaking at 617/min). Sentiment ran 1,230 positive vs 80 negative, and the top keyword was "that" (×1333). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.