GamesDoneQuick — Fallout 3 stream analytics — Jul 15, 2026
FULL STREAM INTELLIGENCE · Fallout 3
Jul 15, 2026 · VOD 2820929293
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 1667:00-0.25→1.00Δ+1.25
- 235:001.00→0.00Δ-1.00
- 239:001.00→0.00Δ-1.00
- 362:000.00→1.00Δ+1.00
- 363:001.00→0.00Δ-1.00
- 378:000.00→1.00Δ+1.00
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
16 msgs — ×16 the stream average
- Caemdare: good meowning to you too!
- itzpaige__: heya jade
15 msgs — ×15 the stream average
- jmaskell: Second try best try!
- itzpaige__: yayyy hi spiccy gl
16 msgs — ×16 the stream average
- 0zlice: @crispini no, just the ones you can see in pipboy
- itzpaige__: ahh bethesda even there failsafe is broken
16 msgs — ×16 the stream average
- WormdogBS: what a handsome man on screen jillcrWows
- dreadoptimist: gdqYell GlitchLit
28 msgs — ×28 the stream average
- Rocker26a: No idea why they even included this as an option, beyond one last display of "be
- TallShow: CoolStoryBob
Keyword tracker
- this218
- that124
- with96
- game88
- schedule77
- just73
- like71
- have68
- watch55
- what54
- live53
- good50
- streak49
- hotfix49
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| moobot | 53 | 1.00 | known | known bot account |
Emote pulse
- gdqClap182
- LUL170
- gdqTime72
- gdqSpin30
- gdqFaithPOP28
- SnoWorries22
- :)20
- AndTime20
Evidence tape
- 00:00ogNdrahciROPENER
We're live with twitch.tv/SpiccyTacos speedrunning Fallout 3 - follow if you're enjoying the run!
- 47:005cvr99PING
I have a question for Mr. Streamer @GamesDoneQuick
- 167:00MoobotWALL
@ogNdrahciR Flame Fatales 2026 is setting off again on September 13th - 19th - and you can join the Fatales for a week o
- 201:00TheFGCGhostPING
u guys been playing games i've recently got back into LUL @GamesDoneQuick
- 201:00TheFGCGhostPING
u gonna speed run the remastered thats coming out Shhhh @GamesDoneQuick
- 205:00TheFGCGhostPING
What made u want to learn so much about this game? @GamesDoneQuick
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→2869m | Share |
|---|---|---|---|---|---|
| 01 | dreadoptimist | 88 | 3.4% | ||
| 02 | nikolaismallwood | 87 | 3.4% | ||
| 03 | danejerus | MOD | 85 | 3.3% | |
| 04 | 0zlice | 77 | 3.0% | ||
| 05 | Moobot | MODBOT | 53 | 2.1% | |
| 06 | coffeecatttttt | MOD | 49 | 1.9% | |
| 07 | iHeToR | 42 | 1.6% | ||
| 08 | greedygonzo2 | 42 | 1.6% | ||
| 09 | Rocker26a | SUB | 34 | 1.3% | |
| 10 | TallShow | 30 | 1.2% | ||
| 11 | voidnn | 29 | 1.1% | ||
| 12 | itzpaige__ | 28 | 1.1% | ||
| 13 | sugarbear5005 | SUB | 28 | 1.1% | |
| 14 | Tuxmew | SUB | 28 | 1.1% | |
| 15 | Bauchman | 28 | 1.1% | ||
| 16 | chibs_spite | 25 | 1.0% | ||
| 17 | hungwail0 | 25 | 1.0% | ||
| 18 | Teddlingg | 25 | 1.0% | ||
| 19 | itsybitsybones | 23 | 0.9% | ||
| 20 | PleasantlyTwstd | MOD | 23 | 0.9% |
User types · badge mix
- SUBSCRIBER387 · 15%
- MODERATOR293 · 11%
- PREMIUM224 · 9%
- SPEEDONS-5-BADGE197 · 8%
- BITS109 · 4%
- SPEEDONS-6107 · 4%
- FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT98 · 4%
- TWITCH-RECAP-202568 · 3%
New chatters · arrival curve
first-message arrivals · 0m → 2869m
13 joined in the first 2 minutes = 2% of all chatters
Most mentioned
- @danejerus30 · 22u
- @0zlice15 · 9u
- @ihetor10 · 6u
- @coffeecatttttt9 · 5u
- @dreadoptimist9 · 6u
- @newtypeofbunny7 · 5u
- @itzpaige__6 · 2u
- @rocker26a6 · 3u
Top interactors
- moobot43
- 0zlice37
- danejerus35
- nikolaismallwood13
- rocker26a12
- itzpaige__10
- voidnn10
- pleasantlytwstd10
Chat tape
- 00:00ogNdrahciROPENER
We're live with twitch.tv/SpiccyTacos speedrunning Fallout 3 - follow if you're enjoying the run!
- 47:005cvr99PING
I have a question for Mr. Streamer @GamesDoneQuick
- 167:00MoobotWALL
@ogNdrahciR Flame Fatales 2026 is setting off again on September 13th - 19th - and you can join the Fatales for a week o
- 201:00TheFGCGhostPING
u guys been playing games i've recently got back into LUL @GamesDoneQuick
- 201:00TheFGCGhostPING
u gonna speed run the remastered thats coming out Shhhh @GamesDoneQuick
- 205:00TheFGCGhostPING
What made u want to learn so much about this game? @GamesDoneQuick
- 218:00Rocker26aPEAK
No idea why they even included this as an option, beyond one last display of "be nice vs be mean" morality.
- 218:00TallShowPEAK
CoolStoryBob
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS2.0%
- QUESTIONS7.0%
- MENTIONS13.1%
- COMMANDS1.8%
Top multiplier
- 02LUL×170
- 03gdqTime×72
- 04gdqSpin×30
Emote leaderboard
- gdqClap×182
- LUL×170
- gdqTime×72
- gdqSpin×30
- gdqFaithPOP×28
- SnoWorries×22
- :)×20
- AndTime×20
- gdqHeart×20
- vargTodd×18
- gdqGroove×18
- <3×17
- Clap×16
- jupJam×16
- vargFloss×14
- gdqYell×14
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !schedule | ×24 | 22 | 20m→1740m | VIRAL |
| 02 | Clap | ×13 | 13 | 59m→1571m | VIRAL |
| 03 | gdqClap gdqClap gdqClap | ×10 | 4 | 13m→1706m | NICHE |
| 04 | gdqClap | ×9 | 6 | 14m→2423m | NICHE |
| 05 | Gary! | ×6 | 6 | 55m→56m | NICHE |
| 06 | AndTime AndTime AndTime | ×6 | 2 | 218m→1557m | NICHE |
| 07 | gdqOOB | ×5 | 3 | 18m→366m | NICHE |
| 08 | !live | ×5 | 3 | 30m→1460m | NICHE |
| 09 | CoolStoryBob | ×4 | 2 | 9m→218m | NICHE |
| 10 | PogChamp | ×4 | 4 | 72m→1491m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 167:00MoobotWALL
@ogNdrahciR Flame Fatales 2026 is setting off again on September 13th - 19th - and you can join the Fatales for a week o
- 218:00Rocker26aPEAK
No idea why they even included this as an option, beyond one last display of "be nice vs be mean" morality.
- 218:00TallShowPEAK
CoolStoryBob
- 218:00SurferXOXOPEAK
so is this speedrun almost finished?
- 218:00coffeecattttttPEAK
those brotherhood troops are your allies right? right? ... right?
- 218:00Link_Kino87PEAK
gdqClap gdqTime gdqClap
- 218:00drewby_drunkowski_PEAK
mslaraCheckers mslaraCheckers mslaraCheckers mslaraCheckers
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 msg378USERS378MSGS14.7%
- 2-4 msgs203USERS531MSGS20.7%
- 5-19 msgs86USERS726MSGS28.3%
- 20+ msgs24USERS931MSGS36.3%
24 super-active users (3.5% of chatters) wrote 36% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @danejerus30 · by 22 users
- @0zlice15 · by 9 users
- @ihetor10 · by 6 users
- @coffeecatttttt9 · by 5 users
- @dreadoptimist9 · by 6 users
- @newtypeofbunny7 · by 5 users
- @itzpaige__6 · by 2 users
- @rocker26a6 · by 3 users
- @ogndrahcir6 · by 3 users
- @voidnn5 · by 4 users
Top interactors
- moobot43 sent
- 0zlice37 sent
- danejerus35 sent
- nikolaismallwood13 sent
- rocker26a12 sent
- itzpaige__10 sent
- voidnn10 sent
- pleasantlytwstd10 sent
- teddlingg8 sent
- thefgcghost7 sent
Badge mix
- SUBSCRIBER387 · 15%
- MODERATOR293 · 11%
- PREMIUM224 · 9%
- SPEEDONS-5-BADGE197 · 8%
- BITS109 · 4%
- SPEEDONS-6107 · 4%
- FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT98 · 4%
- TWITCH-RECAP-202568 · 3%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | 0zlice | → | itzpaige__ | 5 | |
| 02 | itzpaige__ | → | 0zlice | 5 | |
| 03 | 0zlice | → | danejerus | 4 | |
| 04 | moobot | → | ogndrahcir | 4 | |
| 05 | baddie_dragon | → | flclgamer | 4 | |
| 06 | moobot | → | coffeecatttttt | 3 | |
| 07 | 0zlice | → | jadepasadena | 3 | |
| 08 | danejerus | → | ihetor | 3 | |
| 09 | 0zlice | → | ihetor | 3 | |
| 10 | thefgcghost | → | gamesdonequick | 3 | |
| 11 | moobot | → | newtypeofbunny | 3 | |
| 12 | pleasantlytwstd | → | lifebeginsat8bit | 3 |
Chat tape
- 00:00ogNdrahciROPENER
We're live with twitch.tv/SpiccyTacos speedrunning Fallout 3 - follow if you're enjoying the run!
- 47:005cvr99PING
I have a question for Mr. Streamer @GamesDoneQuick
- 167:00MoobotWALL
@ogNdrahciR Flame Fatales 2026 is setting off again on September 13th - 19th - and you can join the Fatales for a week o
- 201:00TheFGCGhostPING
u guys been playing games i've recently got back into LUL @GamesDoneQuick
- 201:00TheFGCGhostPING
u gonna speed run the remastered thats coming out Shhhh @GamesDoneQuick
- 205:00TheFGCGhostPING
What made u want to learn so much about this game? @GamesDoneQuick
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
- PROFANITY0.0%
- CAPS RAGE2.0%
- SPAM/PASTA3.7%
- BOT MSGS2.1%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !schedule | ×24 | 22 | 20m→1740m | ORGANIC |
| CMD | !live | ×5 | 3 | 30m→1460m | ORGANIC |
| CMD | !flame | ×3 | 3 | 167m→1523m | ORGANIC |
| CMD | !fromthecrypt | ×3 | 3 | 240m→258m | ORGANIC |
| CMD | !crosshair | ×2 | 2 | 10m→34m | ORGANIC |
| CMD | !pax | ×2 | 1 | 12m→1491m | ORGANIC |
| CMD | !ff | ×2 | 2 | 166m→335m | ORGANIC |
| CMD | !hotfix | ×2 | 2 | 1475m→2837m | ORGANIC |
| CMD | !created | ×1 | 1 | 70m→70m | ORGANIC |
| CMD | !followage | ×1 | 1 | 70m→70m | ORGANIC |
| CMD | !break | ×1 | 1 | 79m→79m | ORGANIC |
| LINK | bsky.app | ×1 | 1 | 251m→251m | BOT TIMER |
| CMD | !scheduele | ×1 | 1 | 1459m→1459m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.9%
- EN40.6%
- OTHER / EMOTE-ONLY58.6%
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
GamesDoneQuick stream analytics summary
GamesDoneQuick's Fallout 3 stream "Fallout 3 - All Quests & Bobbleheads speedrun ft. SpicyTacos - !crosshair !schedule" on Jul 15, 2026 generated 2,566 messages from 691 unique chatters (0.9 msgs/min average, peaking at 28/min). Sentiment ran 358 positive vs 24 negative, and the top keyword was "this" (×218). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.