MidnightSumo — Retro stream analytics — Jul 02, 2026
FULL STREAM INTELLIGENCE · Retro
Jul 02, 2026 · VOD 2810053162
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 346:001.00→0.00Δ-1.00
- 365:000.00→-1.00Δ-1.00
- 366:00-1.00→0.00Δ+1.00
- 344:000.00→0.67Δ+0.67
- 228:00-0.07→0.50Δ+0.57
- 164:000.00→0.50Δ+0.50
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
10 first-time chatters in one minute (raid-like influx)
- athros13: oh man all the way back to the switch version. Nice! Happy Wednesday :)
- Cybertaur: When will the next sumo tournament be?
8 emote msgs — ×2.9 the average
- the_mimse: wooaah night turtles
- tracercakes: NYEHEHEHE knew it
9 emote msgs — ×3.3 the average
- the_mimse: peepoHappy HammerTime
- Sery_Bot: A 90 second ad break is starting! The ads help support the channel, thank you fo
13 emote msgs — ×4.7 the average
- chickenbobble: RespectfullyNo
- jbomb66: sumo1Hey raiders
10 emote msgs — ×3.7 the average
- GioPrym: sumo1Dance
- EvilByte: feelsTomatoMan
Keyword tracker
- this155
- that152
- subscribed136
- just135
- with109
- have104
- months90
- middy78
- like74
- game73
- good68
- mimse66
- mario65
- it's65
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| streamelements | 101 | 1.00 | known | known bot account |
| nightbot | 32 | 1.00 | known | known bot account |
| sery_bot | 30 | 0.45 | medium | repeated one message ×15 (50% of output) |
Emote pulse
- PogChamp136
- peepoHey105
- LUL78
- yeroldHammer76
- yeroldSumo64
- sumo1Hey50
- noxembRAID48
- sumo1HeyW46
Evidence tape
- 00:00StreamElementsOPENER
MidnightSumo is now live! Streaming Retro: Chilling and playing some Super Mario Bros 3! No warp whistles, no problem! |
- 12:00Princess_Peach_pie_007PING
thank you @MidnightSumo It's good to see you streaming gaming.
- 19:00kchan323PING
@MidnightSumo sumo1Hi
- 90:00NightbotWALL
DrCat Dr. Cat is the head of the Dr. Cat family. Youngest son elwiwi is a future yokozuna who follows his dream of being
- 101:00k1ngZ4PP4PING
@MidnightSumo is this training for future Kaizo Mario? barbCmon barbCmon barbCmon
- 113:00TheReverse2057PING
@MidnightSumo Have you watched the new Mario movies? If so what did you think of them?
Chat rate · per minute
Cumulative messages
New chatters / min
Top chatter
SENT
Dominance
Leaderboard · Top 20
| # | Chatter | Badges | Msgs | Activity 0m→425m | Share |
|---|---|---|---|---|---|
| 01 | tracercakes | MOD | 348 | 10.5% | |
| 02 | the_mimse | 226 | 6.8% | ||
| 03 | ColeSATurner | SUB | 183 | 5.5% | |
| 04 | GamingWithAWraith | MOD | 156 | 4.7% | |
| 05 | icecreamforscreams | VIP | 134 | 4.0% | |
| 06 | StreamElements | MODBOT | 101 | 3.0% | |
| 07 | kyngdent | VIP | 87 | 2.6% | |
| 08 | jbomb66 | VIP | 67 | 2.0% | |
| 09 | spiesofmud | 56 | 1.7% | ||
| 10 | death_platypus | 54 | 1.6% | ||
| 11 | Bunnyko | 53 | 1.6% | ||
| 12 | Nekoshoho | VIP | 48 | 1.4% | |
| 13 | anco1986 | 47 | 1.4% | ||
| 14 | EvilByte | VIP | 46 | 1.4% | |
| 15 | StarCaeser | SUB | 44 | 1.3% | |
| 16 | Phat_Sparx | SUB | 38 | 1.1% | |
| 17 | sofasofia | 37 | 1.1% | ||
| 18 | cherkell | 37 | 1.1% | ||
| 19 | StreamingFalcon | MOD | 36 | 1.1% | |
| 20 | Nightbot | MODBOT | 32 | 1.0% |
User types · badge mix
- MODERATOR736 · 22%
- VIP643 · 19%
- SUBSCRIBER389 · 12%
- BITS240 · 7%
- SUB-GIFTER232 · 7%
- SUPERULTRACOMBO-2023193 · 6%
- PREMIUM186 · 6%
- BOT-BADGE163 · 5%
New chatters · arrival curve
first-message arrivals · 0m → 425m
11 joined in the first 2 minutes = 3% of all chatters
Most mentioned
- @tracercakes93 · 39u
- @the_mimse59 · 16u
- @colesaturner27 · 16u
- @kyngdent26 · 14u
- @nekoshoho23 · 13u
- @bunnyko18 · 7u
- @gamingwithawraith13 · 9u
- @spiesofmud12 · 9u
Top interactors
- tracercakes118
- colesaturner58
- gamingwithawraith48
- icecreamforscreams40
- kyngdent37
- nekoshoho30
- spiesofmud28
- the_mimse27
Chat tape
- 00:00StreamElementsOPENER
MidnightSumo is now live! Streaming Retro: Chilling and playing some Super Mario Bros 3! No warp whistles, no problem! |
- 12:00Princess_Peach_pie_007PING
thank you @MidnightSumo It's good to see you streaming gaming.
- 19:00kchan323PING
@MidnightSumo sumo1Hi
- 90:00NightbotWALL
DrCat Dr. Cat is the head of the Dr. Cat family. Youngest son elwiwi is a future yokozuna who follows his dream of being
- 101:00k1ngZ4PP4PING
@MidnightSumo is this training for future Kaizo Mario? barbCmon barbCmon barbCmon
- 113:00TheReverse2057PING
@MidnightSumo Have you watched the new Mario movies? If so what did you think of them?
- 154:00kyngdentWALL
kyngdent subscribed at Tier 2. They've subscribed for 12 months, currently on a 12 month streak! AAAA One year of Midnig
- 169:00kyngdentWALL
@Phat_Sparx That was another typical game from the German team; they delivered a really good performance and then rested
Concentration
Emote volume
Emotes / min
Message length · distribution
Chat DNA
- CAPS2.6%
- QUESTIONS4.1%
- MENTIONS17.3%
- COMMANDS1.0%
Top multiplier
- 02peepoHey×105
- 03LUL×78
- 04yeroldHammer×76
Emote leaderboard
- PogChamp×136
- peepoHey×105
- LUL×78
- yeroldHammer×76
- yeroldSumo×64
- sumo1Hey×50
- noxembRAID×48
- sumo1HeyW×46
- culina6YAY×44
- peepoHappy×33
- barbMawio×32
- peepoGiggles×31
- seryboLove×30
- manburClap2×30
- marioStyle×28
- sumo1Hi×26
bar color · green = official emoticon fragment · white = token heuristic (7tv/bttv-style)
Copypasta tracker
| ## | Strain | Count | Carriers | Spread | Virality |
|---|---|---|---|---|---|
| 01 | clappi | ×23 | 9 | 77m→386m | NICHE |
| 02 | !next | ×18 | 17 | 3m→425m | VIRAL |
| 03 | An ad break is starting soon! seryboLove | ×15 | 1 | 2m→422m | NICHE |
| 04 | A 90 second ad break is starting! The ads help support the channel, thank you for your patience! | ×15 | 1 | 3m→423m | NICHE |
| 05 | bluh | ×13 | 9 | 85m→287m | NICHE |
| 06 | KEKW | ×13 | 8 | 97m→424m | NICHE |
| 07 | marioStyle | ×11 | 4 | 12m→273m | NICHE |
| 08 | Tuckk | ×11 | 7 | 69m→236m | NICHE |
| 09 | Using your Prime sub is a free way to support the channel! Subbing means no Twitch ads, and you get access to our emotes! | ×9 | 1 | 8m→424m | NICHE |
| 10 | If you wanna chat with everyone, or keep track of when I go live, please check out the Discord! We're pretty active there! | https://discord.gg/MidnightSumo | ×9 | 1 | 35m→395m | NICHE |
Keyword cloud
Mood regime
Spam tape
- 90:00NightbotWALL
DrCat Dr. Cat is the head of the Dr. Cat family. Youngest son elwiwi is a future yokozuna who follows his dream of being
- 154:00kyngdentWALL
kyngdent subscribed at Tier 2. They've subscribed for 12 months, currently on a 12 month streak! AAAA One year of Midnig
- 169:00kyngdentWALL
@Phat_Sparx That was another typical game from the German team; they delivered a really good performance and then rested
- 180:00HamDenBlindeWALL
@Nekoshoho i got that much from you writing that you would have been ok with a penalty... as that could never happen in
- 206:00NightbotWALL
DrCat Dr. Cat is the head of the Dr. Cat family. Youngest son elwiwi is a future yokozuna who follows his dream of being
- 238:00IceManNYRPEAK
yeroldSumo yeroldSumo yeroldSumo yeroldSumo
- 238:00ArmasFMPEAK
yeroldHammer yeroldHammer yeroldHammer yeroldHammer yeroldHammer
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 msg110USERS110MSGS3.3%
- 2-4 msgs123USERS323MSGS9.7%
- 5-19 msgs71USERS644MSGS19.4%
- 20+ msgs36USERS2,242MSGS67.6%
36 super-active users (10.6% of chatters) wrote 68% of all messages
Unique chatters / min
Arrivals · cumulative
Most mentioned
- @tracercakes93 · by 39 users
- @the_mimse59 · by 16 users
- @colesaturner27 · by 16 users
- @kyngdent26 · by 14 users
- @nekoshoho23 · by 13 users
- @bunnyko18 · by 7 users
- @gamingwithawraith13 · by 9 users
- @spiesofmud12 · by 9 users
- @icecreamforscreams12 · by 10 users
- @marrasmaahinen11 · by 7 users
Top interactors
- tracercakes118 sent
- colesaturner58 sent
- gamingwithawraith48 sent
- icecreamforscreams40 sent
- kyngdent37 sent
- nekoshoho30 sent
- spiesofmud28 sent
- the_mimse27 sent
- evilbyte11 sent
- marrasmaahinen10 sent
Badge mix
- MODERATOR736 · 22%
- VIP643 · 19%
- SUBSCRIBER389 · 12%
- BITS240 · 7%
- SUB-GIFTER232 · 7%
- SUPERULTRACOMBO-2023193 · 6%
- PREMIUM186 · 6%
- BOT-BADGE163 · 5%
Mention flows · top pairs
| # | From | To | Count | Volume | |
|---|---|---|---|---|---|
| 01 | tracercakes | → | the_mimse | 18 | |
| 02 | colesaturner | → | tracercakes | 14 | |
| 03 | the_mimse | → | tracercakes | 11 | |
| 04 | colesaturner | → | the_mimse | 10 | |
| 05 | tracercakes | → | colesaturner | 8 | |
| 06 | nekoshoho | → | tracercakes | 7 | |
| 07 | kyngdent | → | tracercakes | 6 | |
| 08 | gamingwithawraith | → | the_mimse | 6 | |
| 09 | evilbyte | → | tracercakes | 5 | |
| 10 | tracercakes | → | nekoshoho | 5 | |
| 11 | nekoshoho | → | hamdenblinde | 5 | |
| 12 | gamingwithawraith | → | bunnyko | 5 |
Chat tape
- 00:00StreamElementsOPENER
MidnightSumo is now live! Streaming Retro: Chilling and playing some Super Mario Bros 3! No warp whistles, no problem! |
- 12:00Princess_Peach_pie_007PING
thank you @MidnightSumo It's good to see you streaming gaming.
- 19:00kchan323PING
@MidnightSumo sumo1Hi
- 90:00NightbotWALL
DrCat Dr. Cat is the head of the Dr. Cat family. Youngest son elwiwi is a future yokozuna who follows his dream of being
- 101:00k1ngZ4PP4PING
@MidnightSumo is this training for future Kaizo Mario? barbCmon barbCmon barbCmon
- 113:00TheReverse2057PING
@MidnightSumo Have you watched the new Mario movies? If so what did you think of them?
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
- PROFANITY0.2%
- CAPS RAGE2.6%
- SPAM/PASTA6.1%
- BOT MSGS4.0%
Sponsor signals · detected in chat
| Type | Asset | Pushes | Users | Window | Source |
|---|---|---|---|---|---|
| CMD | !next | ×18 | 17 | 3m→425m | ORGANIC |
| LINK | discord.gg | ×9 | 1 | 35m→395m | BOT TIMER |
| LINK | streamlabs.com | ×6 | 1 | 57m→372m | BOT TIMER |
| LINK | youtube.com | ×3 | 2 | 41m→230m | BOT TIMER |
| CMD | !lurk | ×2 | 2 | 58m→318m | ORGANIC |
| CMD | !drcat | ×2 | 2 | 90m→206m | ORGANIC |
| LINK | twitch.tv | ×2 | 2 | 180m→253m | BOT TIMER |
| CMD | !jj | ×2 | 2 | 279m→315m | ORGANIC |
| LINK | forms.gle | ×2 | 1 | 279m→315m | BOT TIMER |
| CMD | !kc | ×2 | 1 | 280m→316m | ORGANIC |
| LINK | kachiclash.com | ×2 | 1 | 280m→316m | BOT TIMER |
| LINK | 7tv.app | ×1 | 1 | 53m→53m | ORGANIC |
| CMD | !marras6 | ×1 | 1 | 69m→69m | ORGANIC |
| CMD | !marras7 | ×1 | 1 | 69m→69m | ORGANIC |
Sponsor lift · ad-read impact
Audience language
- ES0.8%
- EN36.9%
- OTHER / EMOTE-ONLY62.3%
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
MidnightSumo stream analytics summary
MidnightSumo's Retro stream "Chilling and playing some Super Mario Bros 3! No warp whistles, no problem! | Sumo content returns on Saturday!" on Jul 02, 2026 generated 3,319 messages from 340 unique chatters (7.8 msgs/min average, peaking at 29/min). Sentiment ran 195 positive vs 40 negative, and the top keyword was "this" (×155). Explore the full stream breakdown — pulse, chatters, memes, community, viewers and media kit — below.