RealKatieB — RESIDENT EVIL 7 biohazard stream analytics — Jul 17, 2026
FULL STREAM INTELLIGENCE · RESIDENT EVIL 7 biohazard
Jul 17, 2026 · VOD 2822481009
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
140 first-time chatters in one minute (raid-like influx)
- big_d1485: we’re Riley
- rkgsbaby: drinking diet coke rn
163 first-time chatters in one minute (raid-like influx)
- remyloll: what’s his name
- kittynls: UGLYY ASF
164 first-time chatters in one minute (raid-like influx)
- candiedclaire: Ayo Sussy
- PrismaBear_: whats the name of the squirrel
121 first-time chatters in one minute (raid-like influx)
- 29ens: w pronouns
- tqid_forz: Just a big poop
89 first-time chatters in one minute (raid-like influx)
- SireRobean: katie are you 100 squirrels in a suit
- kayleighgotham: i just watched katie’s last qsmp ep omgggg </3
Keyword tracker
- that900
- katie876
- this785
- what625
- just518
- wwww500
- like494
- wwwww421
- squirrel413
- watch379
- lmao362
- streak347
- love342
- have322
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 20 | 1.00 | known | known bot account |
| radioactivereign | 15 | 0.55 | medium | 14 messages fired <2s apart · 15 msgs/min sustained |
| lax09k | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| chloe_9000 | 18 | 0.45 | medium | repeated one message ×9 (50% of output) |
| licoriceduck | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
- realka58Girlscangame4,510
- realka58Subbleu921
- realka58HILARIOUS316
- realka58Hey310
- realka58Shocked294
- realka58Wrigley259
- vanill171Mrstark176
- realka58War169
Evidence tape
- 00:00yanabanana23OPENER
HIIII
- 02:00whosmaddieg2PEAK
WHERES RILEYYYYY
- 02:00sassychlowiePEAK
WHATS UPPPPP
- 02:00ta1ulaPEAK
HIIIIII realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey
- 02:00mochascentPEAK
WOOOOOOHOOOOOO
- 02:00freewellyyPEAK
PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→201m | Share |
|---|---|---|---|---|---|
| 01 | willybillysillly | SUB | 238 | 0.7% | |
| 02 | LIVin4theplott | 201 | 0.6% | ||
| 03 | sabrinacarpenterlover69 | SUB | 199 | 0.6% | |
| 04 | sayusuperstar | 186 | 0.6% | ||
| 05 | emsfiddlestcks | 183 | 0.6% | ||
| 06 | huebatkuh | SUB | 157 | 0.5% | |
| 07 | vale_zhh07 | 151 | 0.5% | ||
| 08 | alehsy | SUB | 147 | 0.4% | |
| 09 | lollaurenx | SUB | 146 | 0.4% | |
| 10 | christylmethb | 145 | 0.4% | ||
| 11 | tututusigma | SUB | 135 | 0.4% | |
| 12 | lowganging23 | SUB | 131 | 0.4% | |
| 13 | leonkennedyswife__ | SUB | 125 | 0.4% | |
| 14 | bananunun | 125 | 0.4% | ||
| 15 | kkurwa00 | SUB | 121 | 0.4% | |
| 16 | nuuuu24 | 118 | 0.4% | ||
| 17 | claytabby | SUB | 118 | 0.4% | |
| 18 | cucumberenos | SUB | 115 | 0.4% | |
| 19 | chaeewyy_ | SUB | 112 | 0.3% | |
| 20 | lovena88 | 110 | 0.3% |
User types · badge mix
- SUBSCRIBER16,529 · 51%
- PREDICTIONS8,097 · 25%
- QSMP25,876 · 18%
- BLOSSOM-BADGE3,525 · 11%
- PREMIUM2,074 · 6%
- SUB-GIFTER1,888 · 6%
- BLOOM-BADGE1,139 · 3%
- TWITCH-RECAP-2025557 · 2%
New chatters · arrival curve
first-message arrivals · 0m → 201m
693 joined in the first 2 minutes = 17% of all chatters
Most mentioned
- @bananunun38 · 30u
- @squid_from_the_nether32 · 8u
- @ohnoitsolivia30 · 9u
- @nerdy_miau25 · 20u
- @kayluvstwice21 · 12u
- @catiuvr33320 · 16u
- @huebatkuh20 · 16u
- @pravdin_the_nun19 · 4u
Top interactors
- squid_from_the_nether42
- bananunun40
- lowganging2337
- emsfiddlestcks30
- nannospiano29
- luna_likethemoon3727
- kthimbob24
- kayluvstwice23
Chat tape
- 00:00yanabanana23OPENER
HIIII
- 02:00whosmaddieg2PEAK
WHERES RILEYYYYY
- 02:00sassychlowiePEAK
WHATS UPPPPP
- 02:00ta1ulaPEAK
HIIIIII realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey
- 02:00mochascentPEAK
WOOOOOOHOOOOOO
- 02:00freewellyyPEAK
PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika
- 02:00mysterioussexycharliPEAK
hi katie 😅😅
- 03:00vp_svelWALL
realka58Unc realka58Uncle realka58Behindya realka58Baddie realka58Think realka58Phone realka58Tongue realka58Damn realka
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS21.3%
- QUESTIONS4.2%
- MENTIONS4.3%
- COMMANDS0.1%
Top multiplier
- 02realka58Subbleu×921
- 03realka58HILARIOUS×316
- 04realka58Hey×310
Emote leaderboard
- realka58Girlscangame×4,510
- realka58Subbleu×921
- realka58HILARIOUS×316
- realka58Hey×310
- realka58Shocked×294
- realka58Wrigley×259
- vanill171Mrstark×176
- realka58War×169
- realka58Handrub×135
- realka58Psycho×129
- DinoDance×122
- realka58Sad×120
- realka58Tongue×119
- realka58Huh×119
- realka58Think×95
- realka58Behindya×92
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | WWWW | ×356 | 230 | 1m→201m | VIRAL |
| 02 | WWWWW | ×318 | 232 | 4m→201m | VIRAL |
| 03 | WWWWWW | ×235 | 181 | 4m→201m | VIRAL |
| 04 | LMAO | ×204 | 124 | 2m→201m | VIRAL |
| 05 | WWWWWWW | ×146 | 123 | 2m→201m | VIRAL |
| 06 | realka58Girlscangame realka58Girlscangame realka58Girlscangame realka58Girlscangame | ×127 | 89 | 1m→200m | VIRAL |
| 07 | realka58Girlscangame realka58Girlscangame realka58Girlscangame realka58Girlscangame realka58Girlscangame | ×122 | 87 | 13m→201m | VIRAL |
| 08 | realka58Girlscangame realka58Girlscangame realka58Girlscangame | ×122 | 78 | 19m→201m | VIRAL |
| 09 | WWWWWWWW | ×114 | 91 | 4m→199m | VIRAL |
| 10 | LMAOOO | ×88 | 68 | 2m→176m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 02:00whosmaddieg2PEAK
WHERES RILEYYYYY
- 02:00sassychlowiePEAK
WHATS UPPPPP
- 02:00ta1ulaPEAK
HIIIIII realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey
- 02:00mochascentPEAK
WOOOOOOHOOOOOO
- 02:00freewellyyPEAK
PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika
- 02:00mysterioussexycharliPEAK
hi katie 😅😅
- 03:00vp_svelWALL
realka58Unc realka58Uncle realka58Behindya realka58Baddie realka58Think realka58Phone realka58Tongue realka58Damn realka
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 msg1,427USERS1,427MSGS4.4%
- 2-4 msgs1,140USERS3,134MSGS9.6%
- 5-19 msgs997USERS9,280MSGS28.4%
- 20+ msgs406USERS18,845MSGS57.7%
406 super-active users (10.2% of chatters) wrote 58% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @bananunun38 · by 30 users
- @squid_from_the_nether32 · by 8 users
- @ohnoitsolivia30 · by 9 users
- @nerdy_miau25 · by 20 users
- @kayluvstwice21 · by 12 users
- @catiuvr33320 · by 16 users
- @huebatkuh20 · by 16 users
- @pravdin_the_nun19 · by 4 users
- @chikenbutt8o5h17 · by 14 users
- @emmadribbly16 · by 13 users
Top interactors
- squid_from_the_nether42 sent
- bananunun40 sent
- lowganging2337 sent
- emsfiddlestcks30 sent
- nannospiano29 sent
- luna_likethemoon3727 sent
- kthimbob24 sent
- kayluvstwice23 sent
- tintrap20 sent
- miafergedout19 sent
Badge mix
- SUBSCRIBER16529 · 51%
- PREDICTIONS8097 · 25%
- QSMP25876 · 18%
- BLOSSOM-BADGE3525 · 11%
- PREMIUM2074 · 6%
- SUB-GIFTER1888 · 6%
- BLOOM-BADGE1139 · 3%
- TWITCH-RECAP-2025557 · 2%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | squid_from_the_nether | → | pravdin_the_nun | 15 | |
| 02 | squid_from_the_nether | → | ohnoitsolivia | 13 | |
| 03 | pravdin_the_nun | → | squid_from_the_nether | 11 | |
| 04 | miafergedout | → | squid_from_the_nether | 9 | |
| 05 | miafergedout | → | ohnoitsolivia | 7 | |
| 06 | ohnoitsolivia | → | squid_from_the_nether | 6 | |
| 07 | nannospiano | → | kayluvstwice | 6 | |
| 08 | squid_from_the_nether | → | miafergedout | 5 | |
| 09 | ohnoitsolivia | → | miafergedout | 4 | |
| 10 | kayluvstwice | → | nannospiano | 4 | |
| 11 | kayluvstwice | → | sassyjazzyyy | 4 | |
| 12 | slimjen | → | therealallyson | 3 |
Chat tape
- 00:00yanabanana23OPENER
HIIII
- 02:00whosmaddieg2PEAK
WHERES RILEYYYYY
- 02:00sassychlowiePEAK
WHATS UPPPPP
- 02:00ta1ulaPEAK
HIIIIII realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey realka58Hey
- 02:00mochascentPEAK
WOOOOOOHOOOOOO
- 02:00freewellyyPEAK
PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika PokMaskedpika
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
- PROFANITY1.0%
- CAPS RAGE21.3%
- SPAM/PASTA7.6%
- BOT MSGS0.1%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !followage | ×20 | 17 | 2m→118m | ORGANIC |
| LINK | twitch.tv | ×8 | 7 | 6m→119m | ORGANIC |
| CMD | !watchtime | ×4 | 4 | 11m→115m | ORGANIC |
| CMD | !prime | ×3 | 3 | 9m→65m | ORGANIC |
| LINK | aboutamazon.com | ×3 | 1 | 9m→65m | BOT TIMER |
| CMD | !socials | ×3 | 3 | 25m→117m | ORGANIC |
| LINK | linktr.ee | ×3 | 1 | 25m→117m | BOT TIMER |
| CMD | !discord | ×2 | 2 | 6m→122m | ORGANIC |
| LINK | discord.gg | ×2 | 1 | 6m→122m | BOT TIMER |
| CMD | !streak | ×1 | 1 | 84m→84m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.2%
- EN22.0%
- OTHER / EMOTE-ONLY76.7%
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
RealKatieB stream analytics summary
RealKatieB's RESIDENT EVIL 7 biohazard stream "FINISHING RESIDENT EVIL 7 !socials" on Jul 17, 2026 generated 32,686 messages from 3,970 unique chatters (161.8 msgs/min average, peaking at 592/min). Sentiment ran 2,146 positive vs 117 negative, and the top keyword was "that" (×900). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.