Playful — MLB The Show 26 stream analytics — May 28, 2026
FULL STREAM INTELLIGENCE · MLB The Show 26
May 28, 2026 · VOD 2783138746
Chat mood & viewers
3,956 MSGS
Positive
291
7.4% of msgs
Negative
26
0.7% of msgs
Neutral
3,639
92.0% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
291 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 200:000.00→1.00Δ+1.00
- 201:001.00→0.00Δ-1.00
- 151:000.05→0.45Δ+0.40
- 153:000.33→0.00Δ-0.33
- 185:000.00→0.33Δ+0.33
- 186:000.33→0.00Δ-0.33
Mood regime · per minute
232 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
232 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
5 emote msgs — ×5 the average
- jj_2ii: hello streamer mods and gooners
- Chillxnzz: uhsizzHomerHips uhsizzHomerHips
10 first-time chatters in one minute (raid-like influx)
- jj_2ii: hello streamer mods and gooners
- Chillxnzz: uhsizzHomerHips uhsizzHomerHips
10 first-time chatters in one minute (raid-like influx)
- ChaseDeSlaughter: ChaseDeSlaughter subscribed with Prime. They've subscribed for 23 months!
- lorddcinco: i usually skip this part
11 first-time chatters in one minute (raid-like influx)
- CardiiiiiB: “full time streamer”
- chandlerpierce: ik he does we’re like twins
82 msgs — ×4.8 the stream average
- ItzEthan___: gold mason miller
- chenh1504: matt waldron
Keyword tracker
TOP 14
- playful213
- gifted196
- that178
- tier174
- what173
- just156
- this146
- good119
- with114
- your106
- have102
- game99
- subscribed91
- like72
Bot radar
4 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 217 | 1.00 | known | known bot account |
| cff_rootbeer | 9 | 0.45 | medium | repeated one message ×6 (67% of output) |
| carter67ru | 8 | 0.45 | medium | repeated one message ×5 (63% of output) |
| mattymo7196 | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
TOP 8
- itspla1Subbomb115
- itspla1WPRIME35
- LUL30
- usntvAC16
- usntvMARTINI16
- itspla1Vibing13
- GivePLZ12
- itspla1Janitor110
Evidence tape
6 MSGS
- 00:00NvtterJvtterOPENER
yooooo
- 13:00614_EvalinePING
@Playful the white claws were opened early
- 30:00mcglocks_19PEAK
Tyler Glasnow
- 30:00bdotty1211PEAK
Jake Bennett 😂 sign me up
- 30:00DanielMinayaPEAK
hahahahahha
- 30:00evander812PEAK
ive been waiting all day for the live btw
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
4
suspects flagged
Total messagesverified chat dump232 min · 20,127 views
Chat rate · per minute
H 94AVG 17.16 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
literallybrent
MSGS
SENT
SENT
FIRST SEEN 18:00 · 4.3% OF ALL CHATVIP
Unique chatters
596
3% of viewers
Msgs / chatter
6.6
3,956 msgs total
From subs
38%
1,499 msgs
Bots filtered
1
217 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS40% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→231m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 217 | 5.5% | |
| 02 | literallybrent | VIP | 172 | 4.3% | |
| 03 | brandtshambach | 104 | 2.6% | ||
| 04 | bdotty1211 | MOD | 99 | 2.5% | |
| 05 | AidanLovesWasians | MOD | 97 | 2.5% | |
| 06 | superdj130 | 95 | 2.4% | ||
| 07 | ChaseDeSlaughter | MOD | 81 | 2.0% | |
| 08 | Its_The_Sandman | SUB | 77 | 1.9% | |
| 09 | ghettodame | SUB | 71 | 1.8% | |
| 10 | Gifted_W1ngm4n | SUB | 68 | 1.7% | |
| 11 | omgitsyoyo11 | SUB | 60 | 1.5% | |
| 12 | ROTYdanny | MOD | 58 | 1.5% | |
| 13 | tonystock2 | 55 | 1.4% | ||
| 14 | Salvahtion | 53 | 1.3% | ||
| 15 | iAmJustYabo | MOD | 52 | 1.3% | |
| 16 | Scootnnn | SUB | 44 | 1.1% | |
| 17 | angelgranados_ | SUB | 42 | 1.1% | |
| 18 | zedders89 | MOD | 42 | 1.1% | |
| 19 | TripodTruthy | 41 | 1.0% | ||
| 20 | chasechan22 | SUB | 38 | 1.0% |
User types · badge mix
47 BADGES
- SUBSCRIBER1,429 · 36%
- MODERATOR856 · 22%
- SUB-GIFTER776 · 20%
- PREMIUM760 · 19%
- TURBO326 · 8%
- VIP262 · 7%
- BITS258 · 7%
- LEAD_MODERATOR222 · 6%
New chatters · arrival curve
596 TOTAL
first-message arrivals · 0m → 231m
18 joined in the first 2 minutes = 3% of all chatters
Returning
160
≥5 msgs sent
One-and-done
237
single message
Most mentioned
439 @s
- @brandtshambach26 · 18u
- @literallybrent26 · 16u
- @playful18 · 16u
- @bdotty121117 · 10u
- @tripodtruthy15 · 9u
- @russthagoat111 · 10u
- @iamjustyabo10 · 8u
- @omgitsyoyo1110 · 8u
Top interactors
WHO PINGS MOST
- brandtshambach27
- nightbot25
- omgitsyoyo1117
- gifted_w1ngm4n16
- tripodtruthy15
- literallybrent14
- tonystock213
- bdotty121113
Chat tape
NOTABLE MSGS
- 00:00NvtterJvtterOPENER
yooooo
- 13:00614_EvalinePING
@Playful the white claws were opened early
- 30:00mcglocks_19PEAK
Tyler Glasnow
- 30:00bdotty1211PEAK
Jake Bennett 😂 sign me up
- 30:00DanielMinayaPEAK
hahahahahha
- 30:00evander812PEAK
ive been waiting all day for the live btw
- 30:00lol124343PEAK
use new tatsuya imai
- 30:00thebrochePEAK
casual Sox fan smh
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
27%
1,081 msgs
Top 50 chatters
58%
2,300 msgs
Remaining
546
share 42%
TOP 10 · 27%REST · 586 CHATTERS · 73%
itspla1Subbomb ×115itspla1WPRIME ×35LUL ×30usntvAC ×16usntvMARTINI ×16itspla1Vibing ×13GivePLZ ×12itspla1Janitor1 ×10usntvGRASS ×8usntvHIGHROLLER ×8
Emote volume
MSGS W/ EMOTES
Of all messages
3.6%
3,956 msgs scanned
Emote codes
40
388 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
346
915
1,454
949
250
42
1-56-1516-4041-8081-160160+
Median
25 ch
P90
71 ch
Max
291 ch
Chat DNA
% OF ALL MSGS
Caps rage
1.4%
55 msgs
Questions
7.8%
310 msgs
Mentions
11.1%
439 @calls
Commands
4.0%
159 !calls
- CAPS1.4%
- QUESTIONS7.8%
- MENTIONS11.1%
- COMMANDS4.0%
Top multiplier
#1 EMOTE
itspla1Subbomb
official emote · per-minute flow
- 02itspla1WPRIME×35
- 03LUL×30
- 04usntvAC×16
Emote leaderboard
OFFICIAL7TV-STYLE
- itspla1Subbomb×115
- itspla1WPRIME×35
- LUL×30
- usntvAC×16
- usntvMARTINI×16
- itspla1Vibing×13
- GivePLZ×12
- itspla1Janitor1×10
- usntvGRASS×8
- usntvHIGHROLLER×8
- GriddyGoose×8
- usntvBOOTY×8
- larryfishSUSSY×8
- jennahhShots×8
- itspla1Pinkpony×8
- usntvCLASS×6
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | !myd | ×13 | 13 | 25m→141m | VIRAL |
| 02 | itspla1Subbomb itspla1Subbomb itspla1Subbomb itspla1Subbomb itspla1Subbomb | ×10 | 5 | 26m→149m | NICHE |
| 03 | !hittingtips | ×10 | 9 | 60m→130m | NICHE |
| 04 | If you don't want ads, subscribe or get twitch turbo! https://www.twitch.tv/products/itsplayful or https://www.twitch.tv/turbo. We appreciate you being here GivePLZ | ×8 | 1 | 0m→209m | NICHE |
| 05 | just be better | ×8 | 1 | 5m→154m | NICHE |
| 06 | MLB 26 HITTING TIPS https://www.youtube.com/watch?v=yxVEc4U8qxg | ×8 | 1 | 60m→130m | NICHE |
| 07 | itspla1Subbomb itspla1Subbomb itspla1Subbomb | ×8 | 5 | 69m→150m | NICHE |
| 08 | Follow us on all our socials! solo.to/itsplayful | ×7 | 1 | 0m→219m | NICHE |
| 09 | I appreciate any and all donations! All your support goes back into improving the stream and the videos! https://streamelements.com/playful-3253/tip | ×7 | 1 | 1m→224m | NICHE |
| 10 | didi | ×7 | 5 | 30m→101m | NICHE |
Keyword cloud
TOP 18 TOKENS
playful213gifted196that178tier174what173just156this146good119with114your106have102game99subscribed91like72love70here69brent67been61
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 30:00mcglocks_19PEAK
Tyler Glasnow
- 30:00bdotty1211PEAK
Jake Bennett 😂 sign me up
- 30:00DanielMinayaPEAK
hahahahahha
- 30:00evander812PEAK
ive been waiting all day for the live btw
- 30:00lol124343PEAK
use new tatsuya imai
- 30:00thebrochePEAK
casual Sox fan smh
- 41:00iAmJustYaboWALL
Cheer100 hey man! i see you recently posted an inside the mind of a World Series player video. it made me wonder, what w
User colors
TOP 16
Participation inequality
596 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
20%
6 users
Top 5%
47%
30 users
Top 10%
62%
60 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 msg237USERS237MSGS6.0%
- 2-4 msgs199USERS526MSGS13.3%
- 5-19 msgs114USERS965MSGS24.4%
- 20+ msgs46USERS2,228MSGS56.3%
46 super-active users (7.7% of chatters) wrote 56% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @brandtshambach26 · by 18 users
- @literallybrent26 · by 16 users
- @playful18 · by 16 users
- @bdotty121117 · by 10 users
- @tripodtruthy15 · by 9 users
- @russthagoat111 · by 10 users
- @iamjustyabo10 · by 8 users
- @omgitsyoyo1110 · by 8 users
- @rotydanny10 · by 9 users
- @missionaryloveraidan279 · by 5 users
Top interactors
WHO REACHES OUT
- brandtshambach27 sent
- nightbot25 sent
- omgitsyoyo1117 sent
- gifted_w1ngm4n16 sent
- tripodtruthy15 sent
- literallybrent14 sent
- tonystock213 sent
- bdotty121113 sent
- silbes22113 sent
- angelgranados_10 sent
Badge mix
TOP 8
- SUBSCRIBER1429 · 36%
- MODERATOR856 · 22%
- SUB-GIFTER776 · 20%
- PREMIUM760 · 19%
- TURBO326 · 8%
- VIP262 · 7%
- BITS258 · 7%
- LEAD_MODERATOR222 · 6%
Core community
75
≥3 interactions
Drive-by
213
1 msg · 0 interactions
Mentions
439
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | literallybrent | 6 | |
| 02 | silbes221 | → | bdotty1211 | 4 | |
| 03 | omgitsyoyo11 | → | nightbot | 4 | |
| 04 | omgitsyoyo11 | → | brandtshambach | 4 | |
| 05 | clutchdlg108 | → | toxic62877 | 4 | |
| 06 | emmalattee | → | yngcheddy | 4 | |
| 07 | russthagoat1 | → | texasdabber710 | 4 | |
| 08 | aidanloveswasians | → | bdotty1211 | 3 | |
| 09 | tonystock2 | → | missionaryloveraidan27 | 3 | |
| 10 | aidanloveswasians | → | tonystock2 | 3 | |
| 11 | tripodtruthy | → | brandtshambach | 3 | |
| 12 | ahopper1616 | → | tripodtruthy | 3 |
Chat tape
NOTABLE MESSAGES
- 00:00NvtterJvtterOPENER
yooooo
- 13:00614_EvalinePING
@Playful the white claws were opened early
- 30:00mcglocks_19PEAK
Tyler Glasnow
- 30:00bdotty1211PEAK
Jake Bennett 😂 sign me up
- 30:00DanielMinayaPEAK
hahahahahha
- 30:00evander812PEAK
ive been waiting all day for the live btw
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
0.2
chat depth
Community gini
0.69
0 = broad, 1 = few voices
Loyal chatters
160
≥5 msgs
Sub messages
38%
paying-fan share
Brand safety
MEASURED · LEXICON
ASafety grade
Score / 100
- PROFANITY2.2%
- CAPS RAGE1.4%
- SPAM/PASTA3.5%
- BOT MSGS5.5%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| LINK | twitch.tv | ×24 | 1 | 0m→209m | BOT TIMER |
| CMD | !love | ×17 | 11 | 13m→175m | ORGANIC |
| CMD | !myd | ×13 | 13 | 25m→141m | ORGANIC |
| LINK | youtube.com | ×10 | 1 | 42m→218m | BOT TIMER |
| CMD | !hittingtips | ×10 | 9 | 60m→130m | ORGANIC |
| LINK | subs.twitch.tv | ×9 | 1 | 34m→156m | BOT TIMER |
| CMD | !squirt | ×8 | 3 | 20m→67m | ORGANIC |
| LINK | kontrolfreek.com | ×8 | 1 | 20m→117m | BOT TIMER |
| LINK | streamelements.com | ×7 | 1 | 1m→224m | BOT TIMER |
| CMD | !sb | ×7 | 4 | 46m→112m | ORGANIC |
| CMD | !prings | ×5 | 2 | 20m→106m | ORGANIC |
| CMD | !horny | ×5 | 4 | 35m→141m | ORGANIC |
| CMD | !half | ×4 | 2 | 25m→44m | ORGANIC |
| CMD | !beg | ×4 | 3 | 36m→166m | 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%
- EN40.3%
- OTHER / EMOTE-ONLY58.5%
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 3,956CHATTERS 596POS 291NEG 26TOP KEYWORD “PLAYFUL” ×213GINI 0.694BOTS 4PEAK ×6.6 @ 30m
Playful stream analytics summary
Playful's MLB The Show 26 stream "🔴 LIVE - Using My Viewers God Squads! !ads !sub !kf !yt !schedule" on May 28, 2026 generated 3,956 messages from 596 unique chatters (17.1 msgs/min average, peaking at 94/min). Sentiment ran 291 positive vs 26 negative, and the top keyword was "playful" (×213). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
Ask me something about the stream