Joe_Bartolozzi — FLASH AND DIE stream analytics — Jul 15, 2026
FULL STREAM INTELLIGENCE · FLASH AND DIE
Jul 15, 2026 · VOD 2820703171
Chat mood & viewers
77,092 MSGS
Positive
8,690
11.3% of msgs
Negative
1,057
1.4% of msgs
Neutral
67,345
87.4% of msgs
Net mood · (pos − neg) / total
keyword lexicon heuristic · not a language model
Positivity ratio
8,690 POS
POSITIVITY · POS/(POS+NEG)
Sentiment flips
MINUTE-OVER-MINUTE Δ
- 62:000.11→0.45Δ+0.34
- 63:000.45→0.11Δ-0.34
- 249:000.20→-0.14Δ-0.34
- 196:000.29→0.02Δ-0.27
- 195:000.03→0.29Δ+0.26
- 294:000.06→0.32Δ+0.26
Mood regime · per minute
305 MIN
POSNEUTRALNEGline = net score −1..1
Chat rate × peaks
305 MIN6 PEAKS
Auto-detected moments · clip suggestions
12 DETECTED12 CLIP-WORTHY
518 first-time chatters in one minute (raid-like influx)
- blxzzyalt: hope your good man
- coopfieeld: we love you
417 first-time chatters in one minute (raid-like influx)
- PEPP3R_LIVE: PEPP3R_LIVE subscribed at Tier 1. They've subscribed for 4 months, currently on
- viperbones1: First message but love you Joe and hope the best for you
371 first-time chatters in one minute (raid-like influx)
- ttcrashout: u and Brooke ? we will always support you Joe Cheer100 Cheer100 Cheer100 Cheer10
- adventurousjedi: adventurousjedi subscribed with Prime.
366 first-time chatters in one minute (raid-like influx)
- dann_0909: love you joe
- vipmatttty: what the fuck is all over the screen what are these stickers am I tweaking
369 first-time chatters in one minute (raid-like influx)
- brody124578: Jooooeee wsp dude
- marcncheese718: did i get gifted a sub?
Keyword tracker
TOP 14
- subscribed2,200
- what1,900
- this1,828
- that1,627
- love1,597
- with1,551
- stream1,327
- england1,219
- tier1,182
- like1,100
- just1,097
- your1,068
- game1,003
- prime923
Bot radar
13 FLAGGED
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 1,508 | 1.00 | known | known bot account |
| streamelements | 509 | 1.00 | known | known bot account |
| aless2783 | 35 | 0.55 | medium | 32 messages fired <2s apart · 12.7 msgs/min sustained |
| viking_039 | 24 | 0.55 | medium | 23 messages fired <2s apart · 24 msgs/min sustained |
| goobiegoob_ | 11 | 0.55 | medium | 10 messages fired <2s apart · 11 msgs/min sustained |
| starberri_queen | 10 | 0.55 | medium | 9 messages fired <2s apart · 10 msgs/min sustained |
| mustardman1298 | 32 | 0.45 | medium | repeated one message ×19 (59% of output) |
| autisticity | 12 | 0.45 | medium | repeated one message ×6 (50% of output) |
| baffen25 | 9 | 0.45 | medium | repeated one message ×5 (56% of output) |
| breadmonster99 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| makunyi | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
| cris_6924 | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
| o_spoony | 5 | 0.45 | medium | repeated one message ×4 (80% of output) |
Emote pulse
TOP 8
- joebartVibe1,778
- joebartLongneck842
- joebartLove749
- joebartWeBelieve562
- joebartLocked312
- joebartArf306
- LUL304
- joebartLonghead296
Evidence tape
6 MSGS
- 00:00jameswil30OPENER
@ryanhanny49 wanka
- 00:00rxvxnged77PING
morning @Joe_Bartolozzi
- 01:00sillybandzz_PEAK
WORLD CUP WATCH PARTY???
- 01:00bigfoot292765PEAK
Joe I can be the new brooke
- 01:00undoagreePEAK
cant see him
- 01:00cathonaaPEAK
HIIIIIIII JOEEEEEEEEEEEEEE
Moments
12
auto-detected
Clip-worthy
12
intensity ≥1.8
Flips
6
mood swings
Bots
13
suspects flagged
Total messagesverified chat dump305 min · 1,212,660 views
Chat rate · per minute
H 665AVG 252.86 PEAKS
Cumulative messages
RUNNING TOTAL
New chatters / min
FIRST SEEN
Top chatter
RANK 01
Speed_Ster95
MSGS
SENT
SENT
FIRST SEEN 0:00 · 1.5% OF ALL CHATVIP
Unique chatters
15,636
1% of viewers
Msgs / chatter
4.9
77,092 msgs total
From subs
47%
36,196 msgs
Bots filtered
2
2,017 msgs flagged
Dominance
TOP 10
TOP-10 SHARE
Leaderboard · Top 20
BY MSGS10% OF CHAT
| # | Chatter | Badges | Msgs | Activity 0m→304m | Share |
|---|---|---|---|---|---|
| 01 | Nightbot | MODBOT | 1508 | 2.0% | |
| 02 | Speed_Ster95 | VIP | 1155 | 1.5% | |
| 03 | trupandas | VIP | 672 | 0.9% | |
| 04 | StreamElements | MODBOT | 509 | 0.7% | |
| 05 | sketty_noods | VIP | 424 | 0.5% | |
| 06 | SKULLYFOO | MOD | 396 | 0.5% | |
| 07 | beccaartistry | VIP | 346 | 0.4% | |
| 08 | SomRussian | MOD | 281 | 0.4% | |
| 09 | skygotyx | SUB | 249 | 0.3% | |
| 10 | AlexsanderYNWA | MOD | 240 | 0.3% | |
| 11 | tbJTY | 239 | 0.3% | ||
| 12 | garbage_devil | VIP | 237 | 0.3% | |
| 13 | yxlversace | SUB | 220 | 0.3% | |
| 14 | GeneraIZod | MOD | 213 | 0.3% | |
| 15 | kiras_baddie | SUB | 207 | 0.3% | |
| 16 | Juan_stalk | MOD | 187 | 0.2% | |
| 17 | boobiekid322 | MOD | 181 | 0.2% | |
| 18 | BryanG_gg | SUB | 179 | 0.2% | |
| 19 | mimiism_ | SUB | 174 | 0.2% | |
| 20 | 1_HEX_2 | SUB | 174 | 0.2% |
User types · badge mix
129 BADGES
- SUBSCRIBER35,797 · 46%
- PREDICTIONS13,596 · 18%
- PREMIUM11,454 · 15%
- BITS5,644 · 7%
- MODERATOR4,029 · 5%
- VIP3,426 · 4%
- BLOSSOM-BADGE3,277 · 4%
- FOOTBALL-FEST-20262,526 · 3%
New chatters · arrival curve
15636 TOTAL
first-message arrivals · 0m → 304m
876 joined in the first 2 minutes = 6% of all chatters
Returning
3185
≥5 msgs sent
One-and-done
7506
single message
Most mentioned
2,394 @s
- @joe_bartolozzi173 · 80u
- @somrussian73 · 37u
- @boobiekid32264 · 16u
- @notmcchunky61 · 39u
- @juan_stalk52 · 23u
- @fiddledinks45 · 22u
- @speed_ster9542 · 27u
- @hazy805536 · 14u
Top interactors
WHO PINGS MOST
- streamelements395
- nightbot218
- speed_ster9574
- hazy805557
- kiras_baddie54
- quackle1144
- boobiekid32244
- fiddledinks39
Chat tape
NOTABLE MSGS
- 00:00jameswil30OPENER
@ryanhanny49 wanka
- 00:00rxvxnged77PING
morning @Joe_Bartolozzi
- 01:00sillybandzz_PEAK
WORLD CUP WATCH PARTY???
- 01:00bigfoot292765PEAK
Joe I can be the new brooke
- 01:00undoagreePEAK
cant see him
- 01:00cathonaaPEAK
HIIIIIIII JOEEEEEEEEEEEEEE
- 01:00jambosbsfPEAK
jambosbsf subscribed at Tier 1. They've subscribed for 10 months! wooo woop
- 01:00strawbaerriiiPEAK
w black tank
Concentration
WHO CARRIES THE CHAT
Top 10 chatters
7%
5,780 msgs
Top 50 chatters
15%
11,664 msgs
Remaining
15586
share 85%
TOP 10 · 7%REST · 15626 CHATTERS · 93%
joebartVibe ×1778joebartLongneck ×842joebartLove ×749joebartWeBelieve ×562joebartLocked ×312joebartArf ×306LUL ×304joebartLonghead ×296joebartTheodore ×296joebartPain ×294
Emote volume
MSGS W/ EMOTES
Of all messages
4.1%
77,092 msgs scanned
Emote codes
40
10,875 occurrences
Emotes / min
FLOW
Message length · distribution
CHARS / MSG
16,460
27,183
24,743
6,673
1,822
208
1-56-1516-4041-8081-160160+
Median
13 ch
P90
43 ch
Max
500 ch
Chat DNA
% OF ALL MSGS
Caps rage
13.5%
10,386 msgs
Questions
4.8%
3,686 msgs
Mentions
3.0%
2,314 @calls
Commands
0.9%
712 !calls
- CAPS13.5%
- QUESTIONS4.8%
- MENTIONS3.0%
- COMMANDS0.9%
Top multiplier
#1 EMOTE
joebartVibe
official emote · per-minute flow
- 02joebartLongneck×842
- 03joebartLove×749
- 04joebartWeBelieve×562
Emote leaderboard
OFFICIAL7TV-STYLE
- joebartVibe×1,778
- joebartLongneck×842
- joebartLove×749
- joebartWeBelieve×562
- joebartLocked×312
- joebartArf×306
- LUL×304
- joebartLonghead×296
- joebartTheodore×296
- joebartPain×294
- StreamerU2026×270
- joebartHesChoking×268
- joebartSimon×242
- joebartWide×230
- joebartOpposum×230
- joebartScream×224
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
TOP 10 STRAINS
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | geeg | ×319 | 194 | 2m→299m | VIRAL |
| 02 | LMAO | ×312 | 176 | 2m→304m | VIRAL |
| 03 | !watchtime | ×307 | 267 | 0m→304m | VIRAL |
| 04 | lmao | ×183 | 132 | 6m→302m | VIRAL |
| 05 | goal | ×157 | 116 | 119m→224m | VIRAL |
| 06 | w stream | ×154 | 142 | 7m→304m | VIRAL |
| 07 | GOAL | ×152 | 115 | 124m→245m | VIRAL |
| 08 | W stream | ×108 | 99 | 1m→304m | VIRAL |
| 09 | !followage | ×101 | 87 | 3m→298m | VIRAL |
| 10 | Joeler | ×98 | 20 | 0m→176m | VIRAL |
Keyword cloud
TOP 18 TOKENS
subscribed2200what1900this1828that1627love1597with1551stream1327england1219tier1182like1100just1097your1068game1003prime923argentina911been883have862goal841
Mood regime
LEXICON HEURISTIC
POSNEUTRALNEG
Spam tape
WALLS + PEAKS
- 01:00sillybandzz_PEAK
WORLD CUP WATCH PARTY???
- 01:00bigfoot292765PEAK
Joe I can be the new brooke
- 01:00undoagreePEAK
cant see him
- 01:00cathonaaPEAK
HIIIIIIII JOEEEEEEEEEEEEEE
- 01:00jambosbsfPEAK
jambosbsf subscribed at Tier 1. They've subscribed for 10 months! wooo woop
- 01:00strawbaerriiiPEAK
w black tank
- 10:00literial_WALL
ShowLove1000 NOT ABOUT BROOKE I WANTADVICEi want to ask from the perspective of someone whos going through something sim
User colors
TOP 16
Participation inequality
15,636 CHATTERS
GINI COEFFICIENT · 0 = EQUAL, 1 = ONE VOICE
Top 1%
25%
156 users
Top 5%
47%
782 users
Top 10%
60%
1,564 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 msg7,506USERS7,506MSGS9.7%
- 2-4 msgs4,945USERS12,988MSGS16.8%
- 5-19 msgs2,508USERS22,175MSGS28.8%
- 20+ msgs677USERS34,423MSGS44.7%
677 super-active users (4.3% of chatters) wrote 45% of all messages
Unique chatters / min
Arrivals · cumulative
NEW CHATTERS
Most mentioned
@ TARGETS
- @joe_bartolozzi173 · by 80 users
- @somrussian73 · by 37 users
- @boobiekid32264 · by 16 users
- @notmcchunky61 · by 39 users
- @juan_stalk52 · by 23 users
- @fiddledinks45 · by 22 users
- @speed_ster9542 · by 27 users
- @hazy805536 · by 14 users
- @sketty_noods31 · by 23 users
- @kiras_baddie24 · by 11 users
Top interactors
WHO REACHES OUT
- streamelements395 sent
- nightbot218 sent
- speed_ster9574 sent
- hazy805557 sent
- kiras_baddie54 sent
- quackle1144 sent
- boobiekid32244 sent
- fiddledinks39 sent
- juan_stalk38 sent
- somrussian30 sent
Badge mix
TOP 8
- SUBSCRIBER35797 · 46%
- PREDICTIONS13596 · 18%
- PREMIUM11454 · 15%
- BITS5644 · 7%
- MODERATOR4029 · 5%
- VIP3426 · 4%
- BLOSSOM-BADGE3277 · 4%
- FOOTBALL-FEST-20262526 · 3%
Core community
250
≥3 interactions
Drive-by
7,296
1 msg · 0 interactions
Mentions
2,394
@ callouts
Network edges
60
distinct pairs
Mention flows · top pairs
TOP 12 OF 60
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | nightbot | → | joe_bartolozzi | 60 | |
| 02 | juan_stalk | → | boobiekid322 | 22 | |
| 03 | boobiekid322 | → | juan_stalk | 13 | |
| 04 | quackle11 | → | boobiekid322 | 12 | |
| 05 | hazy8055 | → | boobiekid322 | 11 | |
| 06 | speed_ster95 | → | notmcchunky | 10 | |
| 07 | hazy8055 | → | lady_mushu | 10 | |
| 08 | trishku0 | → | joe_bartolozzi | 9 | |
| 09 | lady_mushu | → | hazy8055 | 8 | |
| 10 | boobiekid322 | → | hazy8055 | 8 | |
| 11 | kiras_baddie | → | fiddledinks | 8 | |
| 12 | streamelements | → | nightbot | 8 |
Chat tape
NOTABLE MESSAGES
- 00:00jameswil30OPENER
@ryanhanny49 wanka
- 00:00rxvxnged77PING
morning @Joe_Bartolozzi
- 01:00sillybandzz_PEAK
WORLD CUP WATCH PARTY???
- 01:00bigfoot292765PEAK
Joe I can be the new brooke
- 01:00undoagreePEAK
cant see him
- 01:00cathonaaPEAK
HIIIIIIII JOEEEEEEEEEEEEEE
no *_viewers.json dump found · run scripts/fetchTwitchTracker.ts to capture one
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
0.67
0 = broad, 1 = few voices
Loyal chatters
3185
≥5 msgs
Sub messages
47%
paying-fan share
Brand safety
MEASURED · LEXICON
BSafety grade
Score / 100
- PROFANITY2.0%
- CAPS RAGE13.5%
- SPAM/PASTA3.6%
- BOT MSGS2.6%
Sponsor signals · detected in chat
14 DETECTED
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !watchtime | ×319 | 275 | 0m→304m | ORGANIC |
| LINK | twitch.tv | ×115 | 34 | 4m→304m | BOT TIMER |
| CMD | !followage | ×102 | 88 | 3m→298m | ORGANIC |
| LINK | app.milanote.com | ×76 | 4 | 1m→303m | BOT TIMER |
| LINK | youtube.com | ×75 | 1 | 1m→304m | BOT TIMER |
| CMD | !discord | ×44 | 41 | 6m→301m | ORGANIC |
| LINK | discord.gg | ×43 | 1 | 6m→301m | BOT TIMER |
| CMD | !schedule | ×36 | 31 | 11m→303m | ORGANIC |
| LINK | gamersupps.gg | ×27 | 1 | 1m→302m | BOT TIMER |
| CMD | !gamble | ×26 | 23 | 0m→297m | ORGANIC |
| LINK | nightbot.tv | ×26 | 1 | 1m→292m | BOT TIMER |
| LINK | chromewebstore.google.com | ×26 | 1 | 2m→302m | BOT TIMER |
| CMD | !points | ×16 | 16 | 8m→290m | ORGANIC |
| CMD | !song | ×11 | 11 | 67m→176m | 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
- ES1.5%
- EN24.3%
- OTHER / EMOTE-ONLY74.2%
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 77,092CHATTERS 15636POS 8,690NEG 1,057TOP KEYWORD “SUBSCRIBED” ×2200GINI 0.667BOTS 13PEAK ×10.1 @ 3m
Joe_Bartolozzi stream analytics summary
Joe_Bartolozzi's FLASH AND DIE stream "WEDNESDAY GAMING INTO WORLD CUP WATCH PARTY JOIN JOIN JOIN" on Jul 15, 2026 generated 77,092 messages from 15,636 unique chatters (252.8 msgs/min average, peaking at 665/min). Sentiment ran 8,690 positive vs 1,057 negative, and the top keyword was "subscribed" (×2200). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.
Ask me something about the stream