Counter-Stats

📊 CounterDiscord — Server Analytics Bot

CounterDiscord tracks everything that happens in your Discord server and turns it into beautiful, detailed visualizations. No setup required — just invite the bot and it starts collecting data immediately.

📈 What It Tracks

• Messages — every message per user, channel, and time


• Emojis — custom and standard emoji usage in messages and reactions


• Voice channels — time spent in VC per user


• Words & phrases — configurable keyword tracking


• Replies & mentions — who interacts with who

🎨 Commands

Stats

• /leaderboard — top message senders bar chart


• /activity — server activity heatmap by hour and day of week


• /vc-leaderboard — who spends the most time in voice channels


• /top-emojis — most used emojis server-wide


• /dashboard — full server overview with all stats in one image

• /word <term> — track how often a word or phrase is used


• /emoji <emoji> — see who uses a specific emoji the most

• /predict-active — predict which members will be active today


• /user-archetypes — cluster members by behavior (Power User, Lurker, Weekend Warrior, etc.)


• /activity-spikes — detect unusual activity spikes in your server


• /emoji-trends — see which emojis are rising or falling in usage

• /track-word <word> — add a word to the tracking list


• /untrack-word <word> — remove a tracked word


• /ignore-channel <#channel> — stop tracking a channel

🤖 Machine Learning
CounterDiscord uses real ML models to surface insights you can't get from raw numbers:

• Activity prediction — identifies members likely to be active based on historical patterns


• Behavior clustering — groups your members into archetypes automatically


• Anomaly detection — flags unusual activity spikes that might indicate events, raids, or drama


• Emoji trends — linear regression to identify rising and falling emoji usage

🎨 Chart Style
All charts use a custom midnight blue dark theme designed to look great in Discord. No default matplotlib grey here.

🔒 Privacy
CounterDiscord only collects message metadata (who sent what, when, and where) — never message content except for configured tracked words. Data is stored per-server and never shared. You can stop tracking any channel with /ignore-channel.

🛠️ Self-Hostable
CounterDiscord is fully open source. If you want full control over your data, you can host your own instance.
→ github.com/caicedogamer/CounterDiscord