hatcheett — Team Fortress 2 stream analytics — Jul 16, 2026
FULL STREAM INTELLIGENCE · Team Fortress 2
Jul 16, 2026 · VOD 2821513582
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 53:000.00→1.00Δ+1.00
- 54:001.00→0.00Δ-1.00
- 98:000.00→1.00Δ+1.00
- 99:001.00→0.00Δ-1.00
- 180:000.00→1.00Δ+1.00
- 181:001.00→0.00Δ-1.00
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
6 msgs — ×3.7 the stream average
- 2020motodad: Mordhau V Says,
- bredgive: yes i keep accidentally saying n word in every game
5 msgs — ×3.1 the stream average
- 2020motodad: Hahaha she laughed too it was a good time
- oOMIKOlajOo: @2020motodad ultimate gamer lifeform
5 msgs — ×3.1 the stream average
- ATROXXOtesorcer: idk I've stated watching Planetmedusa
- ATROXXOtesorcer: petty fun to watch
5 msgs — ×3.1 the stream average
- ATROXXOtesorcer: @bredgive XD
- ATROXXOtesorcer: what about Duelist?
6 msgs — ×3.7 the stream average
- ATROXXOtesorcer: I never dmed anyone
- ATROXXOtesorcer: fuck you Hatchet
Keyword tracker
- discord22
- that21
- just17
- like17
- with13
- content12
- game10
- consider10
- joining10
- community10
- https10
- 4pqzvcs10
- raid10
- mordhau9
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 10 | 1.00 | known | known bot account |
Emote pulse
- PogChamp16
- RaccAttack3
- hatche20Love2
- LUL2
Evidence tape
- 00:00Marsh_LtdOPENER
Hola
- 93:002020motodadWALL
That's funny, I'm not the only one then lol I have a hard time switching games because I always try to communicate with
- 106:00bredgiveWALL
@ATROXXOtesorcer no im being serious. he always watches israel conspiracy theories on stream and talks about how much he
- 119:002020motodadWALL
I had someone pm yesterday on twitch calling me a slimy focker in russion. I thought that was nice, then banned him.
- 126:002020motodadWALL
Another funny interaction I had streaming was a 19 year old little kid joined my game to voice chat I was a f4g0t broke
- 128:002020motodadWALL
I laughed so hard, it was wild. He and his friend were going off and I was just trying get my rv home playing RV There Y
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→190m | Share |
|---|---|---|---|---|---|
| 01 | ATROXXOtesorcer | 112 | 35.9% | ||
| 02 | 2020motodad | SUB | 46 | 14.7% | |
| 03 | jenandberries1 | 45 | 14.4% | ||
| 04 | bredgive | 24 | 7.7% | ||
| 05 | Marsh_Ltd | VIP | 14 | 4.5% | |
| 06 | Sturmtruppe70 | MOD | 14 | 4.5% | |
| 07 | Heltoff | 12 | 3.8% | ||
| 08 | Nightbot | MODBOT | 10 | 3.2% | |
| 09 | realpatr1k | MOD | 8 | 2.6% | |
| 10 | Brydza_ | VIP | 7 | 2.2% | |
| 11 | oOMIKOlajOo | 6 | 1.9% | ||
| 12 | aliastf | 4 | 1.3% | ||
| 13 | Flatiee | 3 | 1.0% | ||
| 14 | visceralwanker | 2 | 0.6% | ||
| 15 | jeflump_ | 2 | 0.6% | ||
| 16 | sheeptesticles | 1 | 0.3% | ||
| 17 | jebbbee | MOD | 1 | 0.3% | |
| 18 | poooipooi | 1 | 0.3% |
User types · badge mix
- RAGING-WOLF-HELM112 · 36%
- SUBSCRIBER46 · 15%
- PREMIUM45 · 14%
- MODERATOR33 · 11%
- NO_VIDEO24 · 8%
- VIP21 · 7%
- UMBRELLA-CORPORATION14 · 4%
- TWITCHCONEU202214 · 4%
New chatters · arrival curve
first-message arrivals · 0m → 190m
1 joined in the first 2 minutes = 6% of all chatters
Most mentioned
- @atroxxotesorcer4 · 2u
- @jenandberries14 · 1u
- @heltoff2 · 1u
- @bredgive2 · 1u
- @marsh_ltd1 · 1u
- @jebbbee1 · 1u
- @2020motodad1 · 1u
Top interactors
- atroxxotesorcer6
- bredgive3
- jenandberries13
- realpatr1k1
- jeflump_1
- oomikolajoo1
Chat tape
- 00:00Marsh_LtdOPENER
Hola
- 93:002020motodadWALL
That's funny, I'm not the only one then lol I have a hard time switching games because I always try to communicate with
- 106:00bredgiveWALL
@ATROXXOtesorcer no im being serious. he always watches israel conspiracy theories on stream and talks about how much he
- 119:002020motodadWALL
I had someone pm yesterday on twitch calling me a slimy focker in russion. I thought that was nice, then banned him.
- 126:002020motodadWALL
Another funny interaction I had streaming was a 19 year old little kid joined my game to voice chat I was a f4g0t broke
- 128:002020motodadWALL
I laughed so hard, it was wild. He and his friend were going off and I was just trying get my rv home playing RV There Y
- 149:00ATROXXOtesorcerPEAK
@jenandberries1 I dislike the fighting system
- 149:002020motodadPEAK
Bro that would be epic
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS7.1%
- QUESTIONS11.5%
- MENTIONS4.8%
- COMMANDS0.0%
Top multiplier
- 02RaccAttack×3
- 03hatche20Love×2
- 04LUL×2
Emote leaderboard
- PogChamp×16
- RaccAttack×3
- hatche20Love×2
- LUL×2
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | Do you like my content? consider joining my community discord! https://discord.gg/4pQZvcs | ×10 | 1 | 8m→188m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 93:002020motodadWALL
That's funny, I'm not the only one then lol I have a hard time switching games because I always try to communicate with
- 106:00bredgiveWALL
@ATROXXOtesorcer no im being serious. he always watches israel conspiracy theories on stream and talks about how much he
- 119:002020motodadWALL
I had someone pm yesterday on twitch calling me a slimy focker in russion. I thought that was nice, then banned him.
- 126:002020motodadWALL
Another funny interaction I had streaming was a 19 year old little kid joined my game to voice chat I was a f4g0t broke
- 128:002020motodadWALL
I laughed so hard, it was wild. He and his friend were going off and I was just trying get my rv home playing RV There Y
- 149:00ATROXXOtesorcerPEAK
@jenandberries1 I dislike the fighting system
- 149:002020motodadPEAK
Bro that would be epic
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 msg3USERS3MSGS1.0%
- 2-4 msgs4USERS11MSGS3.5%
- 5-19 msgs7USERS71MSGS22.8%
- 20+ msgs4USERS227MSGS72.8%
4 super-active users (22.2% of chatters) wrote 73% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @atroxxotesorcer4 · by 2 users
- @jenandberries14 · by 1 users
- @heltoff2 · by 1 users
- @bredgive2 · by 1 users
- @marsh_ltd1 · by 1 users
- @jebbbee1 · by 1 users
- @2020motodad1 · by 1 users
Top interactors
- atroxxotesorcer6 sent
- bredgive3 sent
- jenandberries13 sent
- realpatr1k1 sent
- jeflump_1 sent
- oomikolajoo1 sent
Badge mix
- RAGING-WOLF-HELM112 · 36%
- SUBSCRIBER46 · 15%
- PREMIUM45 · 14%
- MODERATOR33 · 11%
- NO_VIDEO24 · 8%
- VIP21 · 7%
- UMBRELLA-CORPORATION14 · 4%
- TWITCHCONEU202214 · 4%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | atroxxotesorcer | → | jenandberries1 | 4 | |
| 02 | jenandberries1 | → | atroxxotesorcer | 3 | |
| 03 | bredgive | → | heltoff | 2 | |
| 04 | atroxxotesorcer | → | bredgive | 2 | |
| 05 | realpatr1k | → | marsh_ltd | 1 | |
| 06 | jeflump_ | → | jebbbee | 1 | |
| 07 | oomikolajoo | → | 2020motodad | 1 | |
| 08 | bredgive | → | atroxxotesorcer | 1 |
Chat tape
- 00:00Marsh_LtdOPENER
Hola
- 93:002020motodadWALL
That's funny, I'm not the only one then lol I have a hard time switching games because I always try to communicate with
- 106:00bredgiveWALL
@ATROXXOtesorcer no im being serious. he always watches israel conspiracy theories on stream and talks about how much he
- 119:002020motodadWALL
I had someone pm yesterday on twitch calling me a slimy focker in russion. I thought that was nice, then banned him.
- 126:002020motodadWALL
Another funny interaction I had streaming was a 19 year old little kid joined my game to voice chat I was a f4g0t broke
- 128:002020motodadWALL
I laughed so hard, it was wild. He and his friend were going off and I was just trying get my rv home playing RV There Y
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
- PROFANITY3.2%
- CAPS RAGE7.1%
- SPAM/PASTA3.2%
- BOT MSGS3.2%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | discord.gg | ×10 | 1 | 8m→188m | BOT TIMER |
Sponsor lift · ad-read impact
Audience language
- ES1.6%
- EN41.3%
- OTHER / EMOTE-ONLY57.1%
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
hatcheett stream analytics summary
hatcheett's Team Fortress 2 stream "mann up w/ @brydza_" on Jul 16, 2026 generated 312 messages from 18 unique chatters (1.6 msgs/min average, peaking at 10/min). Sentiment ran 24 positive vs 1 negative, and the top keyword was "discord" (×22). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.