benjychavez_ — Streamer University stream analytics — Jul 18, 2026
FULL STREAM INTELLIGENCE · Streamer University
Jul 18, 2026 · VOD 2823036175
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 880:000.07→0.39Δ+0.32
- 881:000.39→0.09Δ-0.30
- 71:000.34→0.06Δ-0.28
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
44 emote msgs — ×10.1 the average
- carg009: Benjy dont stress
- 626anthony: Everybody cranky at this point
50 emote msgs — ×11.4 the average
- thatgirljayxo: wendol6Kisses wendol6Kisses wendol6Kisses
- jessica_garcia22: bleedPurple bleedPurple bleedPurple bleedPurple bleedPurple bleedPurple bleedPur
48 emote msgs — ×11 the average
- JessiicaV: wendol6Heartt wendol6Heartt wendol6Heartt wendol6Heartt
- JunseonghoFan: THE GROUP IS BACK
53 emote msgs — ×12.1 the average
- jzzzp23: wendy should meet gio ramos
- lizbug0227: babe we knew
90 first-time chatters in one minute (raid-like influx)
- jzzzp23: wendy should meet gio ramos
- lizbug0227: babe we knew
Keyword tracker
- benjy4,890
- wendy2,382
- they2,350
- that2,090
- will1,694
- carne1,665
- what1,536
- asada1,534
- just1,463
- this1,419
- with1,391
- there1,241
- your1,194
- yall1,156
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 232 | 1.00 | known | known bot account |
| fossabot | 160 | 1.00 | known | known bot account |
| jayden121917 | 8 | 0.75 | high | repeated one message ×4 (50% of output) · 3 messages fired <2s apart |
| joshua23513 | 33 | 0.55 | medium | 3 messages fired <2s apart · 6.5 msgs/min sustained |
| jessiicav | 20 | 0.55 | medium | 6 messages fired <2s apart · 20 msgs/min sustained |
| 208delacruz | 14 | 0.45 | medium | repeated one message ×7 (50% of output) |
| clubanthem1 | 12 | 0.45 | medium | repeated one message ×8 (67% of output) |
| dahyunluvss | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| adunigan27 | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| ty2damax | 7 | 0.45 | medium | repeated one message ×4 (57% of output) |
| bee_0111 | 6 | 0.45 | medium | repeated one message ×4 (67% of output) |
Emote pulse
- benjyc3Benjyuniversity2,438
- StreamerU20261,569
- benjyc3WBENJY1,354
- benjyc3BOLITAUNIVERSITY1,086
- DinoDance610
- benjyc3Fkyea480
- PopNemo455
- TwitchConHYPE434
Evidence tape
- 00:00StreamElementsOPENER
benjychavez_ is now live! Streaming Streamer University: STREAMER UNIVERSITY 🏫🎓 DAY 4! 📚✨ Plannin Carne Asada Later �
- 228:00g1zzleePING
man only if I was there to get invited to the carne asada @benjychavez_
- 246:00g1zzleePING
MAKE THAT MF CARNE ASADA @benjychavez_
- 261:00g1zzleePING
I’ve been following fam I got youuuuu @benjychavez_
- 262:00g1zzleePING
follow me backkkk how about that since it’s FREEEEEE 🙄😆 @benjychavez_
- 270:00g1zzleePING
ALL OF THEM GONNA BE TURNED TF UPPP FOR SUREEEEE @benjychavez_
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→1001m | Share |
|---|---|---|---|---|---|
| 01 | Zavierchillgng | 2243 | 2.8% | ||
| 02 | kaiyaviv | 507 | 0.6% | ||
| 03 | BigBoned4695 | 503 | 0.6% | ||
| 04 | weloveditzzz_ontiktok | 438 | 0.6% | ||
| 05 | TheKlownMask | 407 | 0.5% | ||
| 06 | bryxceq | 402 | 0.5% | ||
| 07 | Jessi_Streamss | 365 | 0.5% | ||
| 08 | sadboisaticoy | 347 | 0.4% | ||
| 09 | starfirr3 | SUB | 324 | 0.4% | |
| 10 | cchrisstina | 321 | 0.4% | ||
| 11 | lovethan | SUB | 308 | 0.4% | |
| 12 | carg009 | SUB | 300 | 0.4% | |
| 13 | stargazerr | 289 | 0.4% | ||
| 14 | whypxlar | 285 | 0.4% | ||
| 15 | JustBellaPlease | 276 | 0.3% | ||
| 16 | anacldrn59 | 275 | 0.3% | ||
| 17 | xoso1111 | SUB | 255 | 0.3% | |
| 18 | fortheshow__ | 251 | 0.3% | ||
| 19 | nadiathawan | 250 | 0.3% | ||
| 20 | bbgirljayy | 241 | 0.3% |
User types · badge mix
- SUBSCRIBER13,800 · 17%
- PREMIUM11,661 · 15%
- TURBO6,250 · 8%
- WENT-OUTSIDE4,081 · 5%
- FOOTBALL-FEST-20261,254 · 2%
- BLOSSOM-BADGE1,074 · 1%
- MODERATOR824 · 1%
- NO_VIDEO706 · 1%
New chatters · arrival curve
first-message arrivals · 0m → 1001m
241 joined in the first 2 minutes = 3% of all chatters
Most mentioned
- @zavierchillgng116 · 50u
- @carniceriaprime50 · 10u
- @musicfreak767631 · 26u
- @lyriana878930 · 25u
- @weloveditzzz_ontiktok30 · 23u
- @xoso111128 · 23u
- @bigboned469528 · 22u
- @anacldrn5926 · 23u
Top interactors
- streamelements231
- musicfreak7676119
- zavierchillgng118
- lyriana878995
- mdgonzo5861
- nadiathawan56
- 626anthony46
- juliajay46
Chat tape
- 00:00StreamElementsOPENER
benjychavez_ is now live! Streaming Streamer University: STREAMER UNIVERSITY 🏫🎓 DAY 4! 📚✨ Plannin Carne Asada Later �
- 228:00g1zzleePING
man only if I was there to get invited to the carne asada @benjychavez_
- 246:00g1zzleePING
MAKE THAT MF CARNE ASADA @benjychavez_
- 261:00g1zzleePING
I’ve been following fam I got youuuuu @benjychavez_
- 262:00g1zzleePING
follow me backkkk how about that since it’s FREEEEEE 🙄😆 @benjychavez_
- 270:00g1zzleePING
ALL OF THEM GONNA BE TURNED TF UPPP FOR SUREEEEE @benjychavez_
- 319:00lilianac1890WALL
benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjy
- 606:00Monique152PEAK
bro what is wrong with them
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS15.1%
- QUESTIONS3.9%
- MENTIONS5.6%
- COMMANDS0.6%
Top multiplier
- 02StreamerU2026×1569
- 03benjyc3WBENJY×1354
- 04benjyc3BOLITAUNIVERSITY×1086
Emote leaderboard
- benjyc3Benjyuniversity×2,438
- StreamerU2026×1,569
- benjyc3WBENJY×1,354
- benjyc3BOLITAUNIVERSITY×1,086
- DinoDance×610
- benjyc3Fkyea×480
- PopNemo×455
- TwitchConHYPE×434
- WeDidThat×433
- theres76Djmusty1×399
- theres76Djmusty2×392
- SipTime×391
- TwitchUnity×376
- LUL×324
- paekacLmao×306
- wendol6Wotion×294
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | 😂😂😂 | ×259 | 129 | 1m→976m | VIRAL |
| 02 | !watchtime | ×218 | 147 | 1m→999m | VIRAL |
| 03 | 😭😭😭 | ×175 | 114 | 0m→988m | VIRAL |
| 04 | 😂😂😂😂 | ×167 | 95 | 10m→985m | VIRAL |
| 05 | leave | ×147 | 88 | 108m→969m | VIRAL |
| 06 | lmao | ×140 | 93 | 3m→994m | VIRAL |
| 07 | LMAO | ×137 | 79 | 7m→996m | VIRAL |
| 08 | lmaooo | ×132 | 76 | 4m→976m | VIRAL |
| 09 | 🤣🤣🤣 | ×130 | 84 | 10m→976m | VIRAL |
| 10 | 😂😂 | ×108 | 70 | 11m→993m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 319:00lilianac1890WALL
benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjyc3Benjyuniversity benjy
- 606:00Monique152PEAK
bro what is wrong with them
- 606:00lannaa_999PEAK
rude as hell
- 606:00simpMontePEAK
no way the logistics just keeps getting worse....
- 606:00Mercedez_7PEAK
they know dam well
- 606:00nini_parkerPEAK
they doing their job relax
- 606:00DiiiianiiiiPEAK
communicate better
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 msg3,243USERS3,243MSGS4.1%
- 2-4 msgs2,876USERS7,768MSGS9.8%
- 5-19 msgs2,114USERS19,289MSGS24.4%
- 20+ msgs830USERS48,594MSGS61.6%
830 super-active users (9.2% of chatters) wrote 62% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @zavierchillgng116 · by 50 users
- @carniceriaprime50 · by 10 users
- @musicfreak767631 · by 26 users
- @lyriana878930 · by 25 users
- @weloveditzzz_ontiktok30 · by 23 users
- @xoso111128 · by 23 users
- @bigboned469528 · by 22 users
- @anacldrn5926 · by 23 users
- @carg00925 · by 21 users
- @lovethan24 · by 15 users
Top interactors
- streamelements231 sent
- musicfreak7676119 sent
- zavierchillgng118 sent
- lyriana878995 sent
- mdgonzo5861 sent
- nadiathawan56 sent
- 626anthony46 sent
- juliajay46 sent
- anacldrn5938 sent
- des_ireec38 sent
Badge mix
- SUBSCRIBER13800 · 17%
- PREMIUM11661 · 15%
- TURBO6250 · 8%
- WENT-OUTSIDE4081 · 5%
- FOOTBALL-FEST-20261254 · 2%
- BLOSSOM-BADGE1074 · 1%
- MODERATOR824 · 1%
- NO_VIDEO706 · 1%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | lyriana8789 | → | zavierchillgng | 49 | |
| 02 | jake53001 | → | carniceriaprime | 36 | |
| 03 | streamelements | → | zavierchillgng | 9 | |
| 04 | zavierchillgng | → | heavy0nit | 8 | |
| 05 | 222brat222 | → | cor13zz | 8 | |
| 06 | cor13zz | → | 222brat222 | 8 | |
| 07 | streamelements | → | lovethan | 7 | |
| 08 | g1zzlee | → | benjychavez_ | 7 | |
| 09 | streamelements | → | yafav7 | 7 | |
| 10 | streamelements | → | dahyunluvss | 6 | |
| 11 | ragebaited33 | → | bigboned4695 | 6 | |
| 12 | tinatiny45 | → | reneeriich | 5 |
Chat tape
- 00:00StreamElementsOPENER
benjychavez_ is now live! Streaming Streamer University: STREAMER UNIVERSITY 🏫🎓 DAY 4! 📚✨ Plannin Carne Asada Later �
- 228:00g1zzleePING
man only if I was there to get invited to the carne asada @benjychavez_
- 246:00g1zzleePING
MAKE THAT MF CARNE ASADA @benjychavez_
- 261:00g1zzleePING
I’ve been following fam I got youuuuu @benjychavez_
- 262:00g1zzleePING
follow me backkkk how about that since it’s FREEEEEE 🙄😆 @benjychavez_
- 270:00g1zzleePING
ALL OF THEM GONNA BE TURNED TF UPPP FOR SUREEEEE @benjychavez_
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 RAGE15.1%
- SPAM/PASTA3.3%
- BOT MSGS0.5%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !watchtime | ×225 | 149 | 1m→999m | ORGANIC |
| LINK | twitch.tv | ×174 | 50 | 3m→990m | BOT TIMER |
| LINK | twitch.amazon.com | ×54 | 1 | 3m→954m | BOT TIMER |
| LINK | discord.gg | ×31 | 1 | 42m→966m | BOT TIMER |
| CMD | !subcount | ×16 | 3 | 27m→1000m | ORGANIC |
| CMD | !followage | ×16 | 14 | 39m→966m | ORGANIC |
| CMD | !sub | ×14 | 6 | 12m→801m | ORGANIC |
| CMD | !prime | ×14 | 6 | 15m→807m | ORGANIC |
| CMD | !time | ×7 | 7 | 64m→749m | ORGANIC |
| CMD | !discord | ×7 | 4 | 192m→890m | ORGANIC |
| CMD | !followers | ×5 | 2 | 144m→717m | ORGANIC |
| CMD | !watch | ×3 | 3 | 48m→770m | ORGANIC |
| CMD | !subgoal | ×3 | 2 | 132m→704m | ORGANIC |
| CMD | !live | ×2 | 2 | 4m→134m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES2.1%
- EN27.3%
- OTHER / EMOTE-ONLY70.6%
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
benjychavez_ stream analytics summary
benjychavez_'s Streamer University stream "STREAMER UNIVERSITY 🏫🎓 DAY 4! 📚✨ Plannin Carne Asada Later 🥩🍖" on Jul 18, 2026 generated 78,894 messages from 9,063 unique chatters (78.7 msgs/min average, peaking at 559/min). Sentiment ran 5,400 positive vs 354 negative, and the top keyword was "benjy" (×4890). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.