A stream in context
Session snapshots and comparisons with previous matching streams make one number part of a bigger story.
Turn stream data into
better decisions.
Understand what happened, what changed and which patterns deserve a closer look. The optional premium layer for your Swordline workspace.
▣ TwitchK Kick▶ YouTubeOne workspace. Platform-native tools.
Friday co-op. The whole session in view.
NovaArc · Warframe · English · Illustrative session4h 12mStream duration
248Average viewers
326Peak viewers
8,416Chat messages
VIEWER SNAPSHOTS / SESSION TIMELINEObserved samples · Missing measurements are not zero
20:00
21:00
22:00
23:00
STREAM ANALYTICS / WHAT HAPPENED?
Know what actually happened in your stream.
Review duration, average and peak viewers, messages, follows and moderation actions. Explore individual sessions, platform breakdowns and 7 / 30 / 90-day summaries.
Honest about the gaps
Metrics reflect what Swordline observed. Platform availability and the start of collection affect what can be measured.
Community milestones
Monthly First leaderboards and observed watch-streak highscores bring recurring participation into view.
GROWTH INSIGHTS / WHAT SEEMS TO WORK?
Find the patterns behind your best streams.
Compare categories, weekdays, start times, stream length, language and tags. Measured observations surface patterns worth noticing.
↗ MEASURED OBSERVATION · DEMO
Longer sessions were associated with more returning chatter activity.
An observation to explore, not a guarantee that streaming longer will grow your channel.
COMMUNITY / ARE PEOPLE COMING BACK?
See whether viewers are becoming a community.
Growth gets people through the door. Community is what makes them come back.
01 / New chatter
First observed participation.
02 / Returning chatter
A familiar name comes back.
03 / Community regular
Recurring activity across streams.
Explore active chatters, messages per chatter, retention and Community Pulse. Identities remain separate by platform.
RAID ANALYTICS / WHAT HAPPENED AFTERWARDS?Measure the relationship,
Measure the relationship,
not just the raid.
Review incoming and outgoing raids, creator relationships and reciprocal raids. Compare observed chatter activity in equal 15-minute windows before and after an incoming raid.
Activity beyond the spike
Newly active, first-time, returning and already-active chatters add context to raid history.
Follow correlation
See observed follows in the post-raid window. This does not prove those people came from the raid.
Keep relationships in view
Connect individual raids with longer-term creator relationships. Unavailable raid sizes are not zero.
REPORTS / WHAT CHANGED?See what changed —
See what changed —
and where to look next.
Compare equal-length periods for stream performance, growth, community and support. Read observations and identify streams worth reviewing.
A closer look at your community.
12 measured streams · Compared with the previous 30 days48h 12mTime live
248Average viewers
1,284Active chatters
42.6%Chatter retention
AVERAGE VIEWERS / OBSERVED STREAMSStream 01 — 12 · Illustrative data
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12
Understand moderation pressure,
not just viewer growth.
Moderation actions per 1,000 chat messages put workload in context. Follow measured trends without turning individual moderators into a leaderboard.
Creator Plus requires an active entitlement. Collection begins when enabled. Scheduled reports and expanded content insights are planned, not included as available features.
THE PEOPLE BEHIND THE STREAM DESERVE BETTER TOOLS.Your stream already has a team.
Give it a workspace.
Currently in private alpha. Actively shaped with moderators and creators.