ElMariana — IRL stream analytics — Jul 14, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 14, 2026 · VOD 2819433867
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
257 emote msgs — ×5.4 the average
- gabby_zaza: HOLAAAAAAA PATRÓN
- JosuMulti: elmarianaDance elmarianaDance elmarianaDance
250 first-time chatters in one minute (raid-like influx)
- zowii_zazaa: HOLA VALDOOOOOOO
- banananina001: HOLUUUUUUUUUUU <3 <3 <3 <3 <3 <3 <3 <3 <3 <3
186 emote msgs — ×3.9 the average
- zowii_zazaa: HOLA VALDOOOOOOO
- banananina001: HOLUUUUUUUUUUU <3 <3 <3 <3 <3 <3 <3 <3 <3 <3
192 first-time chatters in one minute (raid-like influx)
- JosuMulti: Soy ciego w
- yeyei_12: Patrón ya comeinze
150 first-time chatters in one minute (raid-like influx)
- camilaconz23: Hoy traemos vibe de chico malo jajaj
- jerry10gom: Buenas buenas mi apacito
Keyword tracker
- jajajaja1,866
- jajaja1,173
- patrón1,069
- jajajajaja1,051
- hola870
- bien704
- jajajajajaja649
- subscribed634
- jajajajajajaja573
- patron550
- valdo544
- nooo453
- noooo451
- churros443
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 1,001 | 1.00 | known | known bot account |
| streamelements | 65 | 1.00 | known | known bot account |
| wtf_pattick | 61 | 0.75 | high | repeated one message ×34 (56% of output) · 27 messages fired <2s apart |
| br4ny5 | 11 | 0.55 | medium | 4 messages fired <2s apart · 11 msgs/min sustained |
| kato84640 | 118 | 0.45 | medium | repeated one message ×62 (53% of output) |
| kansas_fc | 87 | 0.45 | medium | repeated one message ×52 (60% of output) |
| yoselin_zaza16 | 83 | 0.45 | medium | repeated one message ×57 (69% of output) |
| jesus_mp473 | 64 | 0.45 | medium | repeated one message ×49 (77% of output) |
| alexisfernando479 | 58 | 0.45 | medium | repeated one message ×35 (60% of output) |
| c4rmenl1m0n | 40 | 0.45 | medium | repeated one message ×26 (65% of output) |
| michzab | 40 | 0.45 | medium | repeated one message ×20 (50% of output) |
| csarbaugar | 35 | 0.45 | medium | repeated one message ×25 (71% of output) |
| burningg35 | 34 | 0.45 | medium | repeated one message ×23 (68% of output) |
| lusadi | 34 | 0.45 | medium | repeated one message ×19 (56% of output) |
| luisfernando_uwu | 31 | 0.45 | medium | repeated one message ×22 (71% of output) |
Emote pulse
- elmarianaZA21,227
- elmarianaKekw9,272
- elmarianaLove5,831
- LUL5,154
- DinoDance2,230
- JinxLUL1,484
- BigSad1,313
- NotLikeThis1,272
Evidence tape
- 00:00mat_9846OPENER
HOLAA
- 04:00cdbr1PING
Hola @elmariana patrón irá a la conve ??
- 06:00NightbotPING
◤⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀▼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀◥ ⠀⠀ https://instagram.com/elmarianaa 🠜 Insta⠀ https://twitter.com/elmarianaa 🠜 Twit
- 09:00pandabkrPING
@elmariana patrooonnn
- 14:00its__paoooPING
@elmariana patrón me saludas me llamo Pao 🫰🏻💗💗💗💗
- 15:00its__paoooPING
@elmariana patrooon me saludas me llamo Pao 🫰🏻💗💗💗💗💗💗💗💗💗
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→263m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 1001 | 1.5% | |
| 02 | AlexramZAZA | MOD | 829 | 1.3% | |
| 03 | Karolf_ | 821 | 1.2% | ||
| 04 | Daalco_NG | MOD | 814 | 1.2% | |
| 05 | EvesitaZaza | VIP | 808 | 1.2% | |
| 06 | oxigen0_56 | VIP | 700 | 1.1% | |
| 07 | ronaldmgl | MOD | 666 | 1.0% | |
| 08 | JosuMulti | VIP | 591 | 0.9% | |
| 09 | nejire_zaza | 538 | 0.8% | ||
| 10 | rosiwrld | VIP | 363 | 0.5% | |
| 11 | maryrdz019 | 356 | 0.5% | ||
| 12 | rebeaguirre82zaza | 331 | 0.5% | ||
| 13 | soyclaudini | 308 | 0.5% | ||
| 14 | kNico_lee_ | 305 | 0.5% | ||
| 15 | maryliz_rs | 296 | 0.4% | ||
| 16 | Max041828 | 293 | 0.4% | ||
| 17 | diegoux2009 | 288 | 0.4% | ||
| 18 | BECKA_ZAZA | VIP | 283 | 0.4% | |
| 19 | andrea_lara08 | VIP | 282 | 0.4% | |
| 20 | alfonzo_ma | 273 | 0.4% |
User types · badge mix
- PREDICTIONS15,472 · 23%
- SUBSCRIBER7,962 · 12%
- BLOSSOM-BADGE7,651 · 12%
- QSMP25,675 · 9%
- VIP4,294 · 6%
- MODERATOR3,769 · 6%
- BITS3,403 · 5%
- BLOOM-BADGE2,917 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 263m
363 joined in the first 2 minutes = 5% of all chatters
Most mentioned
- @ronaldmgl134 · 14u
- @karolf_103 · 9u
- @daalco_ng82 · 17u
- @maruchan_zaza68 · 4u
- @alexramzaza44 · 15u
- @josumulti41 · 15u
- @oxigen0_5641 · 9u
- @elmariana41 · 10u
Top interactors
- ronaldmgl113
- daalco_ng102
- karolf_99
- maruchan_zaza91
- nightbot85
- oxigen0_5648
- elisaanet1441
- josumulti33
Chat tape
- 00:00mat_9846OPENER
HOLAA
- 04:00cdbr1PING
Hola @elmariana patrón irá a la conve ??
- 06:00NightbotPING
◤⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀▼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀◥ ⠀⠀ https://instagram.com/elmarianaa 🠜 Insta⠀ https://twitter.com/elmarianaa 🠜 Twit
- 09:00pandabkrPING
@elmariana patrooonnn
- 14:00its__paoooPING
@elmariana patrón me saludas me llamo Pao 🫰🏻💗💗💗💗
- 15:00its__paoooPING
@elmariana patrooon me saludas me llamo Pao 🫰🏻💗💗💗💗💗💗💗💗💗
- 22:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
- 33:00choloyiWALL
elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarian
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS26.6%
- QUESTIONS2.0%
- MENTIONS1.4%
- COMMANDS0.3%
Top multiplier
- 02elmarianaKekw×9272
- 03elmarianaLove×5831
- 04LUL×5154
Emote leaderboard
- elmarianaZA×21,227
- elmarianaKekw×9,272
- elmarianaLove×5,831
- LUL×5,154
- DinoDance×2,230
- JinxLUL×1,484
- BigSad×1,313
- NotLikeThis×1,272
- elmarianaHype×1,062
- elmarianaDance×1,042
- roierXD×848
- elmarianaSad×840
- PopNemo×837
- <3×810
- TwitchUnity×647
- elmarianaEterno×644
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | JAJAJAJA | ×681 | 270 | 4m→261m | VIRAL |
| 02 | Jajajaja | ×669 | 163 | 4m→261m | VIRAL |
| 03 | elmarianaKekw | ×551 | 54 | 4m→260m | VIRAL |
| 04 | JAJAJAJAJA | ×540 | 223 | 5m→258m | VIRAL |
| 05 | elmarianaZA elmarianaZA elmarianaZA | ×477 | 158 | 0m→263m | VIRAL |
| 06 | JAJAJAJAJAJA | ×399 | 177 | 8m→258m | VIRAL |
| 07 | JAJAJAJAJAJAJA | ×391 | 147 | 7m→258m | VIRAL |
| 08 | Jajaja | ×387 | 148 | 4m→260m | VIRAL |
| 09 | elmarianaKekw elmarianaKekw elmarianaKekw | ×353 | 91 | 3m→260m | VIRAL |
| 10 | elmarianaKekw elmarianaKekw | ×347 | 70 | 4m→258m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 22:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
- 33:00choloyiWALL
elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarianaKekw elmarian
- 51:00NightbotWALL
1.- No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectur
- 52:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
- 82:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
- 112:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
- 142:00NightbotWALL
No hacer spam de textos en otro idioma, promoción, emojis, arte ascii o cualquier otro texto que dificulte la lectura de
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 msg2,490USERS2,490MSGS3.8%
- 2-4 msgs2,186USERS5,870MSGS8.9%
- 5-19 msgs1,467USERS13,514MSGS20.4%
- 20+ msgs661USERS44,287MSGS66.9%
661 super-active users (9.7% of chatters) wrote 67% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @ronaldmgl134 · by 14 users
- @karolf_103 · by 9 users
- @daalco_ng82 · by 17 users
- @maruchan_zaza68 · by 4 users
- @alexramzaza44 · by 15 users
- @josumulti41 · by 15 users
- @oxigen0_5641 · by 9 users
- @elmariana41 · by 10 users
- @elmarianaa26 · by 1 users
- @rosiwrld26 · by 11 users
Top interactors
- ronaldmgl113 sent
- daalco_ng102 sent
- karolf_99 sent
- maruchan_zaza91 sent
- nightbot85 sent
- oxigen0_5648 sent
- elisaanet1441 sent
- josumulti33 sent
- streamelements29 sent
- pameeeeez22 sent
Badge mix
- PREDICTIONS15472 · 23%
- SUBSCRIBER7962 · 12%
- BLOSSOM-BADGE7651 · 12%
- QSMP25675 · 9%
- VIP4294 · 6%
- MODERATOR3769 · 6%
- BITS3403 · 5%
- BLOOM-BADGE2917 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | maruchan_zaza | → | ronaldmgl | 79 | |
| 02 | ronaldmgl | → | maruchan_zaza | 59 | |
| 03 | daalco_ng | → | karolf_ | 48 | |
| 04 | karolf_ | → | daalco_ng | 47 | |
| 05 | ronaldmgl | → | karolf_ | 36 | |
| 06 | karolf_ | → | ronaldmgl | 32 | |
| 07 | nightbot | → | elmariana | 27 | |
| 08 | nightbot | → | elmarianaa | 26 | |
| 09 | oxigen0_56 | → | pameeeeez | 17 | |
| 10 | pameeeeez | → | oxigen0_56 | 16 | |
| 11 | nightbot | → | alexramzaza | 13 | |
| 12 | daalco_ng | → | alexramzaza | 12 |
Chat tape
- 00:00mat_9846OPENER
HOLAA
- 04:00cdbr1PING
Hola @elmariana patrón irá a la conve ??
- 06:00NightbotPING
◤⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀▼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀◥ ⠀⠀ https://instagram.com/elmarianaa 🠜 Insta⠀ https://twitter.com/elmarianaa 🠜 Twit
- 09:00pandabkrPING
@elmariana patrooonnn
- 14:00its__paoooPING
@elmariana patrón me saludas me llamo Pao 🫰🏻💗💗💗💗
- 15:00its__paoooPING
@elmariana patrooon me saludas me llamo Pao 🫰🏻💗💗💗💗💗💗💗💗💗
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
- PROFANITY0.1%
- CAPS RAGE26.6%
- SPAM/PASTA10.4%
- BOT MSGS1.6%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | instagram.com | ×78 | 1 | 1m→262m | BOT TIMER |
| LINK | twitter.com | ×53 | 1 | 6m→256m | BOT TIMER |
| CMD | !call | ×50 | 37 | 32m→223m | ORGANIC |
| LINK | facebook.com | ×26 | 1 | 6m→256m | BOT TIMER |
| LINK | tiktok.com | ×26 | 1 | 6m→256m | BOT TIMER |
| LINK | youtube.com | ×26 | 1 | 6m→256m | BOT TIMER |
| CMD | !followage | ×22 | 19 | 15m→251m | ORGANIC |
| CMD | !wt | ×15 | 14 | 42m→245m | ORGANIC |
| CMD | !gamble | ×11 | 8 | 63m→213m | ORGANIC |
| CMD | !game | ×7 | 5 | 1m→260m | ORGANIC |
| CMD | !points | ×7 | 7 | 11m→246m | ORGANIC |
| CMD | !spam | ×7 | 5 | 13m→222m | ORGANIC |
| CMD | !plan | ×4 | 3 | 1m→61m | ORGANIC |
| CMD | !memide | ×4 | 4 | 1m→134m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES19.1%
- EN0.5%
- OTHER / EMOTE-ONLY80.4%
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
ElMariana stream analytics summary
ElMariana's IRL stream "HOY ES DÍA DE MCTRIO 🍟🥤🍔" on Jul 14, 2026 generated 66,161 messages from 6,804 unique chatters (250.6 msgs/min average, peaking at 673/min). Sentiment ran 5,003 positive vs 1,003 negative, and the top keyword was "jajajaja" (×1866). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.