Warframe — Warframe stream analytics — Jul 02, 2026
FULL STREAM INTELLIGENCE · Warframe
Jul 02, 2026 · VOD 2810740713
Chat mood & viewers
26,378 MSGS
Positive
1,507
5.7% of msgs
Negative
119
0.5% of msgs
Neutral
24,752
93.8% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
1,507 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
no >0.25 swings detected
Mood regime · per minute
129 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
129 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
131 emote msgs — ×4.5 the average
- MerLique: Chata is a furry
- risky_riflin: Clemmin time!
281 first-time chatters in one minute (raid-like influx)
- trvekvltrist: warframePride warframePride warframePride
- twinzonix97: warframePride
114 emote msgs — ×3.9 the average
- trvekvltrist: warframePride warframePride warframePride
- twinzonix97: warframePride
265 first-time chatters in one minute (raid-like influx)
- twitchell122: warframeLUL warframeLUL warframeLUL warframeLUL
- mutantx_28: Clem Clem
101 emote msgs — ×3.5 the average
- twitchell122: warframeLUL warframeLUL warframeLUL warframeLUL
- mutantx_28: Clem Clem
Keyword tracker
TOP 14
- clem6,278
- that686
- prime576
- this516
- when437
- like387
- warframe357
- would341
- stug331
- need322
- with311
- have309
- love306
- just297
Bot radar
15 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 60 | 1.00 | known | known bot account |
| benjaminrodolfo | 64 | 0.45 | medium | repeated one message ×42 (66% of output) |
| duracell_deluxe | 45 | 0.45 | medium | repeated one message ×44 (98% of output) |
| c1d48 | 41 | 0.45 | medium | repeated one message ×26 (63% of output) |
| haruappa77 | 37 | 0.45 | medium | repeated one message ×25 (68% of output) |
| 1q07_gaming | 36 | 0.45 | medium | repeated one message ×25 (69% of output) |
| doj1501 | 32 | 0.45 | medium | repeated one message ×25 (78% of output) |
| nxtefps | 30 | 0.45 | medium | repeated one message ×15 (50% of output) |
| azrael_angelknight | 25 | 0.45 | medium | repeated one message ×22 (88% of output) |
| mediocrewaffles | 25 | 0.45 | medium | repeated one message ×19 (76% of output) |
| blizzy__11 | 24 | 0.45 | medium | repeated one message ×12 (50% of output) |
| el_mereque | 22 | 0.45 | medium | repeated one message ×20 (91% of output) |
| kai_knows_games | 18 | 0.45 | medium | repeated one message ×12 (67% of output) |
| bygumz | 18 | 0.45 | medium | repeated one message ×18 (100% of output) |
| wonder_nick14 | 18 | 0.45 | medium | repeated one message ×11 (61% of output) |
Emote pulse
TOP 8
- warframePride3,866
- warframeWow1,178
- warframeWave1,114
- warframeLUL1,014
- warframeHype936
- LUL868
- VhagarChamp574
- gameawardsLOL304
Evidence tape
6 MSGS
- 00:00TobiasJartOPENER
CLEM
- 00:00JOJOWontMISSWALL
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
- 01:00random_ferret_facePEAK
Good afternoon from Idaho
- 01:00sungjinwoo_2PEAK
ALLUUUUUUUUUUU
- 01:00ice1845PEAK
will there be twitch drops
- 01:00Stieby86PEAK
ironmouseWAVE
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
0
mood swings
Bots
15
suspects flagged
Total messagesverified chat dump128 min · 372,997 views
Chat rate · per minute
H 617AVG 204.56 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
ch3shire_kat
MSGS
SENT
SENT
FIRST SEEN 8:00 · 1.0% OF ALL CHAT
Unique chatters
7,725
2% of viewers
Msgs / chatter
3.4
26,378 msgs total
From subs
0%
0 msgs
Bots filtered
1
60 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS7% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→128m | Share |
|---|---|---|---|---|---|
| 01 | ch3shire_kat | 255 | 1.0% | ||
| 02 | vorcelforeal | 248 | 0.9% | ||
| 03 | problywilldelete111 | 203 | 0.8% | ||
| 04 | leefnmajors | 88 | 0.3% | ||
| 05 | theheroisgone | 82 | 0.3% | ||
| 06 | TBONE_CUZZZ | 80 | 0.3% | ||
| 07 | delta_f0rce_ | 80 | 0.3% | ||
| 08 | CJ_Books | 78 | 0.3% | ||
| 09 | Craboverlord | 77 | 0.3% | ||
| 10 | spiresvortex | 68 | 0.3% | ||
| 11 | itsatinyboy | 66 | 0.3% | ||
| 12 | benjaminrodolfo | 64 | 0.2% | ||
| 13 | classified6066 | 64 | 0.2% | ||
| 14 | TheOceanStars | 64 | 0.2% | ||
| 15 | miketaishin | 63 | 0.2% | ||
| 16 | Nightbot | MODBOT | 60 | 0.2% | |
| 17 | tdenvenom | 59 | 0.2% | ||
| 18 | xxxnanunanuxxx | 58 | 0.2% | ||
| 19 | angel_durant8 | 56 | 0.2% | ||
| 20 | UriL457 | 55 | 0.2% |
User types · badge mix
138 BADGES
- PREMIUM3,681 · 14%
- TWITCH-RECAP-2025475 · 2%
- RAGING-WOLF-HELM461 · 2%
- NASA-ARTEMIS-II424 · 2%
- DESTINY-2-FINAL-SHAPE-RAID-RACE401 · 2%
- TWITCH-RECAP-2023378 · 1%
- WATERSLUG358 · 1%
- TWITCH-RECAP-2024338 · 1%
New chatters · arrival curve
7725 TOTAL
first-message arrivals · 0m → 128m
778 joined in the first 2 minutes = 10% of all chatters
Returning
1295
≥5 msgs sent
One-and-done
3895
single message
Most mentioned
475 @s
- @warframe58 · 37u
- @craboverlord8 · 4u
- @vonpilaresko8 · 6u
- @workday14866 · 6u
- @xxantlervelvet6 · 4u
- @angelolim19966 · 6u
- @problywilldelete1115 · 4u
- @ruutv4 · 4u
Top interactors
WHO PINGS MOST
- problywilldelete11129
- cj_books27
- xxantlervelvet12
- kyo_weasel12
- ilgontae10
- bnakedsnake9
- omnimonttv4207
- justsomeguywithmoustache7
Chat tape
NOTABLE MSGS
- 00:00TobiasJartOPENER
CLEM
- 00:00JOJOWontMISSWALL
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
- 01:00random_ferret_facePEAK
Good afternoon from Idaho
- 01:00sungjinwoo_2PEAK
ALLUUUUUUUUUUU
- 01:00ice1845PEAK
will there be twitch drops
- 01:00Stieby86PEAK
ironmouseWAVE
- 01:00darkseid_yt_PEAK
KULLERVOOOOOOOOO
- 01:00modernhero509PEAK
Clem Clem. Grakata
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
5%
1,259 msgs
Top 50 chatters
12%
3,187 msgs
Remaining
7675
share 88%
TOP 10 · 5%REST · 7715 CHATTERS · 95%
warframePride ×3866warframeWow ×1178warframeWave ×1114warframeLUL ×1014warframeHype ×936LUL ×868VhagarChamp ×574gameawardsLOL ×304<3 ×298DinoDance ×267
Emote volume
MSGS W/ EMOTES
Of all messages
14.3%
26,378 msgs scanned
Emote codes
40
12,579 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
8,760
6,204
7,638
2,953
706
117
1-56-1516-4041-8081-160160+
Median
12 ch
P90
48 ch
Max
474 ch
Chat DNA
% OF ALL MSGS
Caps rage
5.3%
1,394 msgs
Questions
6.8%
1,794 msgs
Mentions
1.8%
473 @calls
Commands
0.3%
89 !calls
- CAPS5.3%
- QUESTIONS6.8%
- MENTIONS1.8%
- COMMANDS0.3%
Top multiplier
#1 EMOTE
warframePride
official emote · per-minute flow
- 02warframeWow×1178
- 03warframeWave×1114
- 04warframeLUL×1014
Emote leaderboard
OFFICIAL7TV-STYLE
- warframePride×3,866
- warframeWow×1,178
- warframeWave×1,114
- warframeLUL×1,014
- warframeHype×936
- LUL×868
- VhagarChamp×574
- gameawardsLOL×304
- <3×298
- DinoDance×267
- PogChamp×200
- wyrmaiHeart×140
- Squid2×125
- SeemsGood×116
- gameawardsCry×112
- resona5HyperClap×109
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Clem | ×3179 | 2095 | 0m→128m | VIRAL |
| 02 | clem | ×1709 | 1145 | 0m→127m | VIRAL |
| 03 | CLEM | ×304 | 249 | 0m→128m | VIRAL |
| 04 | warframePride | ×220 | 180 | 0m→128m | VIRAL |
| 05 | Clem! | ×139 | 126 | 0m→128m | VIRAL |
| 06 | warframeWave | ×126 | 113 | 0m→128m | VIRAL |
| 07 | warframePride warframePride warframePride | ×109 | 83 | 0m→128m | VIRAL |
| 08 | warframeWow | ×84 | 68 | 3m→127m | VIRAL |
| 09 | warframeLUL | ×72 | 58 | 1m→125m | VIRAL |
| 10 | warframePride warframePride | ×60 | 46 | 1m→126m | VIRAL |
Keyword cloud
TOP 18 TOKENS
clem6278that686prime576this516when437like387warframe357would341stug331need322with311have309love306just297zach291drops289buff276what263
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 00:00JOJOWontMISSWALL
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
- 01:00random_ferret_facePEAK
Good afternoon from Idaho
- 01:00sungjinwoo_2PEAK
ALLUUUUUUUUUUU
- 01:00ice1845PEAK
will there be twitch drops
- 01:00Stieby86PEAK
ironmouseWAVE
- 01:00darkseid_yt_PEAK
KULLERVOOOOOOOOO
- 01:00modernhero509PEAK
Clem Clem. Grakata
User colors
TOP 16
Participation inequality
7,725 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
16%
77 users
Top 5%
36%
386 users
Top 10%
49%
773 users
Community split
SHARE OF CHATTERS
CORE
DRIVE-BY
Lorenz curve · cumulative share
USERS → MESSAGES
DASHED = PERFECT EQUALITYSOLID = ACTUAL CHAT
User tiers · who carries the chat
4 TIERS
- 1 msg3,895USERS3,895MSGS14.8%
- 2-4 msgs2,535USERS6,652MSGS25.2%
- 5-19 msgs1,121USERS9,364MSGS35.5%
- 20+ msgs174USERS6,467MSGS24.5%
174 super-active users (2.3% of chatters) wrote 25% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @warframe58 · by 37 users
- @craboverlord8 · by 4 users
- @vonpilaresko8 · by 6 users
- @workday14866 · by 6 users
- @xxantlervelvet6 · by 4 users
- @angelolim19966 · by 6 users
- @problywilldelete1115 · by 4 users
- @ruutv4 · by 4 users
- @ursafuriosaa4 · by 4 users
- @bajalombardi4 · by 4 users
Top interactors
WHO REACHES OUT
- problywilldelete11129 sent
- cj_books27 sent
- xxantlervelvet12 sent
- kyo_weasel12 sent
- ilgontae10 sent
- bnakedsnake9 sent
- omnimonttv4207 sent
- justsomeguywithmoustache7 sent
- craboverlord7 sent
- goosegooseduck1056 sent
Badge mix
TOP 8
- PREMIUM3681 · 14%
- TWITCH-RECAP-2025475 · 2%
- RAGING-WOLF-HELM461 · 2%
- NASA-ARTEMIS-II424 · 2%
- DESTINY-2-FINAL-SHAPE-RAID-RACE401 · 2%
- TWITCH-RECAP-2023378 · 1%
- WATERSLUG358 · 1%
- TWITCH-RECAP-2024338 · 1%
Core community
73
≥3 interactions
Drive-by
3,815
1 msg · 0 interactions
Mentions
475
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | xxantlervelvet | → | warframe | 6 | |
| 02 | adamwatches05 | → | warframe | 5 | |
| 03 | bnakedsnake | → | warframe | 5 | |
| 04 | samcrow418 | → | warframe | 3 | |
| 05 | jayden_cool567 | → | xxantlervelvet | 3 | |
| 06 | hastur_of_yellow | → | warframe | 3 | |
| 07 | justsomeguywithmoustache | → | craboverlord | 3 | |
| 08 | cj_books | → | bustydonuts | 3 | |
| 09 | angelnara | → | warframe | 3 | |
| 10 | xxantlervelvet | → | jayden_cool567 | 2 | |
| 11 | marybean | → | warframe | 2 | |
| 12 | aelithren | → | legendxcarisso | 2 |
Chat tape
NOTABLE MESSAGES
- 00:00TobiasJartOPENER
CLEM
- 00:00JOJOWontMISSWALL
TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchConHYPE TwitchCo
- 01:00random_ferret_facePEAK
Good afternoon from Idaho
- 01:00sungjinwoo_2PEAK
ALLUUUUUUUUUUU
- 01:00ice1845PEAK
will there be twitch drops
- 01:00Stieby86PEAK
ironmouseWAVE
We are not able to fetch your viewers track, so sorry.
Social share card
This is the exact image link unfurlers render when this stream is shared.
↓ Download card (1200×630)Ad equivalence
DEMO
no viewer track captured
Engagement quality
MEASURED
Viewers who chat
Msgs / viewer
0.1
chat depth
Community gini
0.56
0 = broad, 1 = few voices
Loyal chatters
1295
≥5 msgs
Sub messages
0%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY0.0%
- CAPS RAGE5.3%
- SPAM/PASTA24.3%
- BOT MSGS0.2%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !discord | ×36 | 30 | 7m→127m | ORGANIC |
| LINK | warframe.com | ×21 | 1 | 12m→114m | BOT TIMER |
| CMD | !music | ×15 | 13 | 17m→114m | ORGANIC |
| CMD | !lurk | ×8 | 8 | 2m→99m | ORGANIC |
| CMD | !android | ×6 | 6 | 12m→102m | ORGANIC |
| CMD | !ios | ×3 | 2 | 20m→127m | ORGANIC |
| LINK | apps.apple.com | ×3 | 1 | 20m→127m | BOT TIMER |
| CMD | !dropz | ×2 | 2 | 1m→18m | ORGANIC |
| CMD | !clam | ×2 | 2 | 19m→112m | ORGANIC |
| CMD | !playlist | ×2 | 2 | 23m→78m | ORGANIC |
| CMD | !raid | ×2 | 2 | 128m→128m | ORGANIC |
| CMD | !help | ×1 | 1 | 2m→2m | ORGANIC |
| CMD | !hi | ×1 | 1 | 5m→5m | ORGANIC |
| CMD | !dropd | ×1 | 1 | 6m→6m | ORGANIC |
Sponsor lift · ad-read impact
DEMO
Chat echoes per minute around a sponsored read — spikes ×6 at the mention, decays in ~4 min. Real version needs a same-session viewer track + labeled ad window.
Audience language
MEASURED
- ES1.2%
- EN21.4%
- OTHER / EMOTE-ONLY77.4%
language of written messages · emote-only spam excluded from ES/EN
Audience overlap
DEMO
- 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
DEMO
Followers / wk
+2,100
last week
Streams / wk
5.2
±1h start time
real version fetches channel history via twitchtracker / helix
MSGS 26,378CHATTERS 7725POS 1,507NEG 119TOP KEYWORD “CLEM” ×6278GINI 0.564BOTS 15PEAK ×4.7 @ 3m
Warframe stream analytics summary
Warframe's Warframe stream "Warframe | Prime Time 489: The Last Prime Time Before TennoCon 2026!" on Jul 02, 2026 generated 26,378 messages from 7,725 unique chatters (204.5 msgs/min average, peaking at 617/min). Sentiment ran 1,507 positive vs 119 negative, and the top keyword was "clem" (×6278). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
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