Topson - Dota 2 stream analytics - Jul 27, 2026
FULL STREAM INTELLIGENCE · Dota 2
Jul 27, 2026 · VOD 2830160158
Chat mood & viewers
keyword lexicon heuristic · not a language model
Positivity ratio
Sentiment flips
- 262:00-0.25→0.29Δ+0.54
- 232:000.38→0.00Δ-0.38
- 113:000.00→0.35Δ+0.35
- 263:000.29→-0.06Δ-0.35
- 261:000.07→-0.25Δ-0.32
- 474:000.08→0.39Δ+0.31
Mood regime · per minute
Chat rate × peaks
Auto-detected moments · clip suggestions
26 first-time chatters in one minute (raid-like influx)
- mkxishypelul: wdym dazzle TO
- BenjaminDSnek: @logan0251 chose
29 emote msgs — ×7.2 the average
- galv4o: NotLikeThis
- Nyki1228: morph didn’t bkb…
165 msgs — ×5.6 the stream average
- stunLOCK__: losing this will be so heartbreaking lol
- Omega92: florson LO
32 first-time chatters in one minute (raid-like influx)
- stunLOCK__: losing this will be so heartbreaking lol
- Omega92: florson LO
19 emote msgs — ×4.7 the average
- jack08172010: someone cut wave
- shahriyar_daimon: idiot m orph
Keyword tracker
- topson737
- player699
- this452
- game418
- that317
- what280
- oracle258
- burning258
- just208
- with206
- invoker184
- satanic182
- good180
- games174
Bot radar
| Suspect | Msgs | Score | Conf | Signals |
|---|---|---|---|---|
| nightbot | 194 | 1.00 | known | known bot account |
| bannedfood | 31 | 0.45 | medium | repeated one message ×22 (71% of output) |
| bobettos | 13 | 0.45 | medium | repeated one message ×7 (54% of output) |
| akadimz | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| weedmanrocks | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| broski_lebowski | 10 | 0.45 | medium | repeated one message ×5 (50% of output) |
| jotaro1082 | 9 | 0.45 | medium | repeated one message ×7 (78% of output) |
| ygnis7 | 8 | 0.45 | medium | repeated one message ×4 (50% of output) |
Emote pulse
- LUL690
- xdd326
- Pog227
- SeemsGood106
- <381
- NotLikeThis80
- KEKW71
- Kappa63
Evidence tape
- 00:00CANTON__OPENER
hi
- 01:00HealzonWheelzYPING
@Topson New desk rdy?
- 03:00hyx322PING
@Topson sir are you gonna stream on youtube too?
- 05:00w0dePING
@Topson I ordered a shawarma
- 05:00tgodmgbbPING
@topson have u been to Myanmar?
- 05:00FhinguemPING
@Topson taaaapsseeennnn signs my profile plssss ***
Topson stream analytics summary
Topson's Dota 2 stream "Dota 2 enjoyer !VPN" on Jul 27, 2026 generated 14,685 messages from 2,904 unique chatters (29.5 msgs/min average, peaking at 168/min). Sentiment ran 1,776 positive vs 188 negative, and the top keyword was "topson" (×737). Explore the full stream breakdown - pulse, chatters, memes, community, viewers and media kit - below.