angryginge13 — IRL stream analytics — Jul 16, 2026
FULL STREAM INTELLIGENCE · IRL
Jul 16, 2026 · VOD 2821304346
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
40 emote msgs — ×9.6 the average
- joe1869: 🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷🇦🇷
- jaden_16_: g1ngeBREXIT
45 emote msgs — ×10.8 the average
- bletchey: 😔😔😔😔😔
- jameschx06: Argentina cheats
37 emote msgs — ×8.8 the average
- king43233332s: MESSI MESSI MESSIMESSI MESSI MESSIMESSI MESSI MESSI
- franklinstone_: Can't wait for the euros when Ireland lose to Moldova
70 first-time chatters in one minute (raid-like influx)
- king43233332s: MESSI MESSI MESSIMESSI MESSI MESSIMESSI MESSI MESSI
- franklinstone_: Can't wait for the euros when Ireland lose to Moldova
59 first-time chatters in one minute (raid-like influx)
- adamwfc: YOUR FUCKIN SHIT
- codehbov_g: U N I T E D YANITED ARE THE TEAM FOR ME
Keyword tracker
- ginge572
- that543
- with377
- what359
- your353
- camping345
- just338
- subscribed315
- streak302
- they296
- stream294
- mate293
- watch282
- home266
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 320 | 1.00 | known | known bot account |
| streamelements | 6 | 1.00 | known | known bot account |
| archie60068928 | 40 | 0.55 | medium | 23 messages fired <2s apart · 7.4 msgs/min sustained |
| mfc_flynn | 17 | 0.55 | medium | 4 messages fired <2s apart · 17 msgs/min sustained |
| king43233332s | 15 | 0.55 | medium | 4 messages fired <2s apart · 13.6 msgs/min sustained |
| georgia51579 | 34 | 0.45 | medium | repeated one message ×22 (65% of output) |
| deadlycupid93 | 18 | 0.45 | medium | repeated one message ×9 (50% of output) |
| babyyemo5 | 11 | 0.45 | medium | repeated one message ×9 (82% of output) |
| xbatmansnephew | 11 | 0.45 | medium | repeated one message ×6 (55% of output) |
| sofakingpotatoes | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| birdie_xoxo | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| dopey_goose | 6 | 0.45 | medium | repeated one message ×5 (83% of output) |
| mrfattymen | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
- g1ngeBoogie2,552
- LUL961
- g1ngeDTG363
- g1ngeCrying210
- DinoDance202
- g1ngeBREXIT199
- g1ngeLove163
- taysmcW162
Evidence tape
- 00:00IFeNNecIOPENER
LUL LUL LUL LUL
- 01:00callumb17PING
IS IT COMING HOME MATE? @angryginge13
- 01:00callumb17PING
sit down shut up @angryginge13
- 01:00callumb17PING
SIT DOWN SHUT UP @angryginge13
- 01:00LiamMiller501WALL
ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMI
- 04:00thedubliner_PING
he’s only got little arms he’s only got little arms he couldn’t touch the crossbar he couldn’t touch the crossbar He’s O
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→326m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 320 | 1.6% | |
| 02 | twilight6788 | SUB | 256 | 1.3% | |
| 03 | deanmoran66 | 154 | 0.8% | ||
| 04 | JamesLVP | MOD | 134 | 0.7% | |
| 05 | princesacesca | SUB | 129 | 0.7% | |
| 06 | orangepeel1432 | 129 | 0.7% | ||
| 07 | sammy_callaghn | 128 | 0.6% | ||
| 08 | Kc087afc | 118 | 0.6% | ||
| 09 | JasmineBkrr | 109 | 0.6% | ||
| 10 | adam_95l | 109 | 0.6% | ||
| 11 | susie2kuk | SUBVIP | 101 | 0.5% | |
| 12 | Evaaa_101 | 96 | 0.5% | ||
| 13 | Ldxv51 | 95 | 0.5% | ||
| 14 | 1ts_Ryan1 | SUB | 94 | 0.5% | |
| 15 | adamdaggers | 91 | 0.5% | ||
| 16 | leobuzz9 | 89 | 0.5% | ||
| 17 | contay4life25 | 88 | 0.4% | ||
| 18 | zaidy4 | SUB | 85 | 0.4% | |
| 19 | SberryJam97 | SUB | 84 | 0.4% | |
| 20 | rollyboy2008 | 80 | 0.4% |
User types · badge mix
- SUBSCRIBER5,366 · 27%
- PREMIUM2,346 · 12%
- WENT-OUTSIDE2,080 · 11%
- FOOTBALL-FEST-20261,739 · 9%
- SUB-GIFTER966 · 5%
- TURBO871 · 4%
- MODERATOR821 · 4%
- BLOSSOM-BADGE684 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 326m
206 joined in the first 2 minutes = 6% of all chatters
Most mentioned
- @angryginge1391 · 44u
- @jakeydavies41 · 32u
- @jameslvp35 · 22u
- @princesscesca31 · 17u
- @heinzbaines_26 · 20u
- @jesschappel20 · 6u
- @toast_23220 · 14u
- @leobuzz919 · 7u
Top interactors
- princesacesca49
- ismail_mufc434
- joshhmc30
- bengold5628
- leobuzz920
- jameslvp20
- connorjy88820
- evieb0920
Chat tape
- 00:00IFeNNecIOPENER
LUL LUL LUL LUL
- 01:00callumb17PING
IS IT COMING HOME MATE? @angryginge13
- 01:00callumb17PING
sit down shut up @angryginge13
- 01:00callumb17PING
SIT DOWN SHUT UP @angryginge13
- 01:00LiamMiller501WALL
ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMI
- 04:00thedubliner_PING
he’s only got little arms he’s only got little arms he couldn’t touch the crossbar he couldn’t touch the crossbar He’s O
- 05:00thedubliner_PING
he’s only got little arms he’s only got little arms he couldn’t touch the crossbar he couldn’t touch the crossbar He’s O
- 45:00speccybell__WALL
Yo Ginge, I’m supposed to be doing a test at school right now but I’ve got your stream open instead 😭. My teacher think
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS8.4%
- QUESTIONS5.5%
- MENTIONS9.2%
- COMMANDS0.2%
Top multiplier
- 02LUL×961
- 03g1ngeDTG×363
- 04g1ngeCrying×210
Emote leaderboard
- g1ngeBoogie×2,552
- LUL×961
- g1ngeDTG×363
- g1ngeCrying×210
- DinoDance×202
- g1ngeBREXIT×199
- g1ngeLove×163
- taysmcW×162
- g1ngeFacePalm×133
- jakeyd7Wjakey×96
- waybre1Lit×84
- TwitchConHYPE×73
- strait4DJdarbo×71
- g1ngeBov×66
- KappaWealth×54
- g1ngeBoom×52
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | wwwww | ×116 | 87 | 0m→326m | VIRAL |
| 02 | wwww | ×110 | 80 | 0m→326m | VIRAL |
| 03 | hahahaha | ×86 | 50 | 3m→313m | VIRAL |
| 04 | wwwwww | ×80 | 62 | 0m→326m | VIRAL |
| 05 | g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie | ×61 | 42 | 3m→254m | VIRAL |
| 06 | hahaha | ×60 | 48 | 3m→312m | VIRAL |
| 07 | g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie | ×56 | 40 | 1m→275m | VIRAL |
| 08 | g1ngeBoogie g1ngeBoogie g1ngeBoogie | ×54 | 36 | 3m→326m | VIRAL |
| 09 | g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie | ×53 | 42 | 2m→279m | VIRAL |
| 10 | wwwwwww | ×52 | 44 | 0m→326m | VIRAL |
Keyword cloud
Mood regime
Spam tape
- 01:00LiamMiller501WALL
ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMI
- 45:00speccybell__WALL
Yo Ginge, I’m supposed to be doing a test at school right now but I’ve got your stream open instead 😭. My teacher think
- 51:00RiloYEWALL
mthamm2Lol mthamm2Drizzy mthamm2Lol mthamm2Drizzy mthamm2Lol mthamm2Drizzy mthamm2Lol mthamm2Drizzy mthamm2Lol mthamm2Dr
- 55:00captainkompanyWALL
g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie
- 56:00Liamm2014WALL
g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie
- 56:00TurtlEmma_WALL
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
- 244:00MiaBushell13WALL
g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie g1ngeBoogie
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 msg1,272USERS1,272MSGS6.4%
- 2-4 msgs1,000USERS2,640MSGS13.4%
- 5-19 msgs703USERS6,337MSGS32.1%
- 20+ msgs221USERS9,478MSGS48.0%
221 super-active users (6.9% of chatters) wrote 48% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @angryginge1391 · by 44 users
- @jakeydavies41 · by 32 users
- @jameslvp35 · by 22 users
- @princesscesca31 · by 17 users
- @heinzbaines_26 · by 20 users
- @jesschappel20 · by 6 users
- @toast_23220 · by 14 users
- @leobuzz919 · by 7 users
- @evaaa_10117 · by 11 users
- @tommyytz17 · by 13 users
Top interactors
- princesacesca49 sent
- ismail_mufc434 sent
- joshhmc30 sent
- bengold5628 sent
- leobuzz920 sent
- jameslvp20 sent
- connorjy88820 sent
- evieb0920 sent
- azza_12james20 sent
- nightbot19 sent
Badge mix
- SUBSCRIBER5366 · 27%
- PREMIUM2346 · 12%
- WENT-OUTSIDE2080 · 11%
- FOOTBALL-FEST-20261739 · 9%
- SUB-GIFTER966 · 5%
- TURBO871 · 4%
- MODERATOR821 · 4%
- BLOSSOM-BADGE684 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | angryginge13 | 15 | |
| 02 | joshhmc | → | jesschappel | 12 | |
| 03 | kddobbo26 | → | princesscesca | 10 | |
| 04 | princesacesca | → | kddobbo26 | 8 | |
| 05 | thedubliner_ | → | angryginge13 | 7 | |
| 06 | nathanthomas_x | → | leobuzz9 | 7 | |
| 07 | nykcurryking13 | → | papayapoweredemma | 6 | |
| 08 | papayapoweredemma | → | nykcurryking13 | 6 | |
| 09 | leobuzz9 | → | nathanthomas_x | 6 | |
| 10 | princesacesca | → | itsurgirlamberr | 5 | |
| 11 | nykcurryking13 | → | jamiessmedia | 5 | |
| 12 | joshhmc | → | evieb09 | 5 |
Chat tape
- 00:00IFeNNecIOPENER
LUL LUL LUL LUL
- 01:00callumb17PING
IS IT COMING HOME MATE? @angryginge13
- 01:00callumb17PING
sit down shut up @angryginge13
- 01:00callumb17PING
SIT DOWN SHUT UP @angryginge13
- 01:00LiamMiller501WALL
ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMING HOME ITS COMI
- 04:00thedubliner_PING
he’s only got little arms he’s only got little arms he couldn’t touch the crossbar he couldn’t touch the crossbar He’s O
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
- PROFANITY2.0%
- CAPS RAGE8.4%
- SPAM/PASTA5.5%
- BOT MSGS1.7%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | youtube.com | ×35 | 1 | 5m→320m | BOT TIMER |
| LINK | gaming.amazon.com | ×25 | 1 | 5m→306m | BOT TIMER |
| LINK | instagram.com | ×15 | 1 | 5m→307m | BOT TIMER |
| LINK | tiktok.com | ×15 | 1 | 5m→307m | BOT TIMER |
| LINK | twitter.com | ×15 | 1 | 5m→307m | BOT TIMER |
| CMD | !prime | ×9 | 7 | 62m→297m | ORGANIC |
| CMD | !playlist | ×7 | 6 | 27m→291m | ORGANIC |
| LINK | open.spotify.com | ×7 | 1 | 27m→291m | BOT TIMER |
| CMD | !cameo | ×6 | 6 | 69m→69m | ORGANIC |
| LINK | twitch.tv | ×4 | 3 | 28m→292m | BOT TIMER |
| LINK | cameo.com | ×4 | 1 | 69m→69m | BOT TIMER |
| CMD | !spotify | ×2 | 2 | 21m→21m | ORGANIC |
| CMD | !sub | ×2 | 2 | 28m→172m | ORGANIC |
| CMD | !watchtime | ×2 | 2 | 76m→264m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES1.1%
- EN27.1%
- OTHER / EMOTE-ONLY71.8%
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
angryginge13 stream analytics summary
angryginge13's IRL stream "🔥CAMPING PREPERATION’🔥BUYING FOR JAKEY!!🔥DTG!🔥TAYS A SCAMMER!!!🔥LOOKIN FIT!🔥SOCCER AID MOTM! (X2)!🔥KOTJ🔥" on Jul 16, 2026 generated 19,727 messages from 3,196 unique chatters (60.3 msgs/min average, peaking at 565/min). Sentiment ran 1,231 positive vs 88 negative, and the top keyword was "ginge" (×572). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.