Warframe — Warframe stream analytics — Jul 14, 2026

FULL STREAM INTELLIGENCE · Warframe

Jul 14, 2026 · VOD 2819954397

Chat mood & viewers

3,245 MSGS

Positive

131

4.0% of msgs

Negative

0.3% of msgs

Neutral

3,104

95.7% of msgs

Net mood · (pos − neg) / total

keyword lexicon heuristic · not a language model

Positivity ratio

131 POS

POSITIVITY · POS/(POS+NEG)

Sentiment flips

MINUTE-OVER-MINUTE Δ

no >0.25 swings detected

Mood regime · per minute

18 MIN

POSNEUTRALNEGline = net score −1..1

Chat rate × peaks

18 MIN3 PEAKS

Auto-detected moments · clip suggestions

6 DETECTED4 CLIP-WORTHY

02:00SPIKE×1.8clip suggested Watch VOD
321 msgs — ×1.8 the stream average
- waffles_0127: @sanjingan information and good vibes
- Drummer611: Hello peoples!
03:00INFLUX×3.3clip suggested Watch VOD
329 first-time chatters in one minute (raid-like influx)
- xbandz720: RAHHHHHHHHHHHH
- deceptionn_: warframeWave
03:00EMOTES×2.8clip suggested Watch VOD
64 emote msgs — ×2.8 the average
- xbandz720: RAHHHHHHHHHHHH
- deceptionn_: warframeWave
03:00SPIKE×2.4clip suggested Watch VOD
426 msgs — ×2.4 the stream average
- xbandz720: RAHHHHHHHHHHHH
- deceptionn_: warframeWave
04:00SPIKE×1.6 Watch VOD
293 msgs — ×1.6 the stream average
- Coco_Hati: How is reb doing ?
- joselito6833: Furis prime nami solo prime

Keyword tracker

TOP 14

clem477
please165
when142
prime111
more88
will87
that79
heirloom79
have78
frame77
warframe73
soulframe73
like71
rework68

Bot radar

4 FLAGGED

Suspect	Msgs	Score	Conf	Signals
7heonewhowatches	9	0.45	medium	repeated one message ×6 (67% of output)
slenderbear808	8	0.45	medium	repeated one message ×4 (50% of output)
g3n3ral_iroh	6	0.45	medium	repeated one message ×4 (67% of output)
stormvargr	5	0.45	medium	repeated one message ×5 (100% of output)

Emote pulse

TOP 8

warframeWave272
warframePride242
warframeHype170
LUL86
DinoDance78
warframeWow70
warframeLUL68
mcaT40

Evidence tape

6 MSGS

00:00ilgontaeOPENER
You aree live
03:00xbandz720PEAK
RAHHHHHHHHHHHH
03:00deceptionn_PEAK
warframeWave
03:00Knighted_Owl69PEAK
Fix the 2035 banning situation that is literally killing your game.
03:00KermesArchwyrmPEAK
citrine prime hen
03:00ricescooperPEAK
Good morning!!

Moments

auto-detected

Clip-worthy

intensity ≥1.8

Flips

mood swings

Bots

suspects flagged

Top chatter

RANK 01

TreePDX

MSGS
SENT

FIRST SEEN 5:00 · 0.8% OF ALL CHAT

Unique chatters

1,799

2% of viewers

Msgs / chatter

1.8

3,245 msgs total

From subs

0 msgs

Bots filtered

0 msgs flagged

Dominance

TOP 10

TOP-10 SHARE

Leaderboard · Top 20

BY MSGS7% OF CHAT

#	Chatter	Badges	Msgs	Share
01	TreePDX		25	0.8%
02	yuzukivt_		16	0.5%
03	userglex13		16	0.5%
04	Lordeytron		14	0.4%
05	miredhere		14	0.4%
06	hollow_pop		11	0.3%
07	AlyxisDraws	MOD	10	0.3%
08	malysse_1312		10	0.3%
09	MaliCordis		10	0.3%
10	ricescooper		10	0.3%
11	swainey17		10	0.3%
12	yyukiho		10	0.3%
13	AbsurdiTea33		10	0.3%
14	leefnmajors		10	0.3%
15	7heOneWhoWatches		9	0.3%
16	SachyaSheep		9	0.3%
17	thecallofdragon		9	0.3%
18	birdwings2		9	0.3%
19	pythonxi		9	0.3%
20	slimcutta83		9	0.3%

User types · badge mix

96 BADGES

PREMIUM496 · 15%
TWITCH-RECAP-202564 · 2%
RAGING-WOLF-HELM56 · 2%
DESTINY-2-FINAL-SHAPE-RAID-RACE52 · 2%
NASA-ARTEMIS-II49 · 2%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT45 · 1%
TWITCH-RECAP-202344 · 1%
MODERATOR31 · 1%

New chatters · arrival curve

1799 TOTAL

first-message arrivals · 0m → 17m

64 joined in the first 2 minutes = 4% of all chatters

Returning

112

≥5 msgs sent

One-and-done

1181

single message

Most mentioned

79 @s

@warframe20 · 14u
@learndude3 · 3u
@jasonblaze03 · 2u
@sanjingan2 · 2u
@nuxiabm2 · 2u
@slimcutta832 · 2u
@treepdx2 · 2u
@kingoffire1052 · 2u

Top interactors

WHO PINGS MOST

gitgoodlol5
waffles_01273
pipes_layington3
oblivion5393
slimcutta833
dalric_the_diamond_king2
wolfsaints942
shadowgang2

Chat tape

NOTABLE MSGS

00:00ilgontaeOPENER
You aree live
03:00xbandz720PEAK
RAHHHHHHHHHHHH
03:00deceptionn_PEAK
warframeWave
03:00Knighted_Owl69PEAK
Fix the 2035 banning situation that is literally killing your game.
03:00KermesArchwyrmPEAK
citrine prime hen
03:00ricescooperPEAK
Good morning!!
03:00seandagamerzPEAK
Would yall be willing to ask hungie to take over destiny 2 updates?
03:00xllblxck_PING
@warframe please allow Gemini heads on warframe bodies 😭

Concentration

WHO CARRIES THE CHAT

Top 10 chatters

136 msgs

Top 50 chatters

14%

459 msgs

Remaining

1749

share 86%

TOP 10 · 4%REST · 1789 CHATTERS · 96%

warframeWave ×272warframePride ×242warframeHype ×170LUL ×86DinoDance ×78warframeWow ×70warframeLUL ×68mcaT ×40<3 ×30Squid2 ×30

Emote volume

MSGS W/ EMOTES

Of all messages

12.9%

3,245 msgs scanned

Emote codes

1,377 occurrences

Emotes / min

FLOW

Message length · distribution

CHARS / MSG

692

693

1,104

574

157

1-56-1516-4041-8081-160160+

Median

20 ch

P90

63 ch

Max

374 ch

Chat DNA

% OF ALL MSGS

Caps rage

7.4%

240 msgs

Questions

17.9%

582 msgs

Mentions

2.4%

78 @calls

Commands

0.2%

6 !calls

CAPS7.4%
QUESTIONS17.9%
MENTIONS2.4%
COMMANDS0.2%

Top multiplier

#1 EMOTE

warframeWave

official emote · per-minute flow

02warframePride×242
03warframeHype×170
04LUL×86

Emote leaderboard

OFFICIAL7TV-STYLE

warframeWave×272
warframePride×242
warframeHype×170
LUL×86
DinoDance×78
warframeWow×70
warframeLUL×68
mcaT×40
<3×30
Squid2×30
lo2enaHype×22
xnbkxSprodling×22
PogChamp×18
amprovT×16
HeyGuys×14
acerbiLOVE×14

bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)

Copypasta tracker

TOP 10 STRAINS

##	Strain	Count	Carriers	Spread	Virality
01	Clem	×272	256	0m→17m	VIRAL
02	clem	×78	73	0m→15m	VIRAL
03	CLEM	×35	35	0m→12m	VIRAL
04	warframeWave	×28	27	2m→17m	VIRAL
05	Hello	×14	14	0m→11m	VIRAL
06	warframePride	×14	14	2m→13m	VIRAL
07	warframeWave warframeWave warframeWave	×11	10	2m→17m	VIRAL
08	warframePride warframePride warframePride	×10	9	1m→7m	NICHE
09	hello	×9	9	2m→11m	NICHE
10	warframeWave warframeWave	×7	7	0m→17m	NICHE

Keyword cloud

TOP 18 TOKENS

clem₄₇₇please₁₆₅when₁₄₂prime₁₁₁more₈₈will₈₇that₇₉heirloom₇₉have₇₈frame₇₇warframe₇₃soulframe₇₃like₇₁rework₆₈with₆₀mesa₅₉umbra₅₉tennocon₅₆

Mood regime

LEXICON HEURISTIC

POSNEUTRALNEG

Spam tape

WALLS + PEAKS

03:00xbandz720PEAK
RAHHHHHHHHHHHH
03:00deceptionn_PEAK
warframeWave
03:00Knighted_Owl69PEAK
Fix the 2035 banning situation that is literally killing your game.
03:00KermesArchwyrmPEAK
citrine prime hen
03:00ricescooperPEAK
Good morning!!
03:00seandagamerzPEAK
Would yall be willing to ask hungie to take over destiny 2 updates?
03:00itsmrcakesWALL
lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype lo2enaHype

User colors

TOP 16

Participation inequality

1,799 CHATTERS

GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE

Top 1%

18 users

Top 5%

21%

90 users

Top 10%

33%

180 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 msg1,181USERS1,181MSGS36.4%
2-4 msgs506USERS1,268MSGS39.1%
5-19 msgs111USERS771MSGS23.8%
20+ msgs1USERS25MSGS0.8%

1 super-active users (0.1% of chatters) wrote 1% of all messages

Unique chatters / min

Arrivals · cumulative

NEW CHATTERS

Most mentioned

@ TARGETS

@warframe20 · by 14 users
@learndude3 · by 3 users
@jasonblaze03 · by 2 users
@sanjingan2 · by 2 users
@nuxiabm2 · by 2 users
@slimcutta832 · by 2 users
@treepdx2 · by 2 users
@kingoffire1052 · by 2 users
@hollow_pop2 · by 2 users
@goopydoopty2 · by 2 users

Top interactors

WHO REACHES OUT

gitgoodlol5 sent
waffles_01273 sent
pipes_layington3 sent
oblivion5393 sent
slimcutta833 sent
dalric_the_diamond_king2 sent
wolfsaints942 sent
shadowgang2 sent
thefashionframes2 sent
whithering_salix2 sent

Badge mix

TOP 8

PREMIUM496 · 15%
TWITCH-RECAP-202564 · 2%
RAGING-WOLF-HELM56 · 2%
DESTINY-2-FINAL-SHAPE-RAID-RACE52 · 2%
NASA-ARTEMIS-II49 · 2%
FINAL-FANTASY-XIV-FAN-FESTIVAL-2026-NA---FAT-CAT45 · 1%
TWITCH-RECAP-202344 · 1%
MODERATOR31 · 1%

Core community

≥3 interactions

Drive-by

1,146

1 msg · 0 interactions

Mentions

@ callouts

Network edges

distinct pairs

Mention flows · top pairs

TOP 12 OF 60

#	From		To	Count
01	gitgoodlol	→	warframe	4
02	wolfsaints94	→	warframe	2
03	thefashionframes	→	warframe	2
04	dream_on_stardust	→	warframe	2
05	slimcutta83	→	jasonblaze0	2
06	waffles_0127	→	sanjingan	1
07	dalric_the_diamond_king	→	sanjingan	1
08	waffles_0127	→	abigveinyhonker	1
09	bubbaklout22	→	nuxiabm	1
10	noivern2019	→	nuxiabm	1
11	xllblxck_	→	warframe	1
12	phinixeu	→	warframe	1

Chat tape

NOTABLE MESSAGES

00:00ilgontaeOPENER
You aree live
03:00xbandz720PEAK
RAHHHHHHHHHHHH
03:00deceptionn_PEAK
warframeWave
03:00Knighted_Owl69PEAK
Fix the 2035 banning situation that is literally killing your game.
03:00KermesArchwyrmPEAK
citrine prime hen
03:00ricescooperPEAK
Good morning!!

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

0.0

chat depth

Community gini

0.35

0 = broad, 1 = few voices

Loyal chatters

112

≥5 msgs

Sub messages

paying-fan share

Brand safety

MEASURED · LEXICON

BSafety grade

Score / 100

PROFANITY0.0%
CAPS RAGE7.4%
SPAM/PASTA16.4%
BOT MSGS0.0%

Sponsor signals · detected in chat

2 DETECTED

Type	Asset	Pushes	Users	Window	Source
CMD	!inventory	×5	5	4m→8m	ORGANIC
CMD	!inventor	×1	1	7m→7m	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

ES1.1%
EN27.3%
OTHER / EMOTE-ONLY71.6%

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 3,245CHATTERS 1799POS 131NEG 10TOP KEYWORD “CLEM” ×477GINI 0.355BOTS 4PEAK ×3.3 @ 3m

Warframe's Warframe stream "Warframe | Devshorts 110: TennoCon 2026 After-Action Report" on Jul 14, 2026 generated 3,245 messages from 1,799 unique chatters (180.3 msgs/min average, peaking at 426/min). Sentiment ran 131 positive vs 10 negative, and the top keyword was "clem" (×477). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.

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Warframe stream analytics summary