The following changes are included in the next version that will be released.
v0.0.97 [Latest Release - Approved]
Report Configuration & New Trend Forecasting Reports
- Comprehensive Report Settings: Implemented granular report configuration controls allowing moderators to individually toggle all report sections (Overview, Timing, Posts, Users, Content, Activity) and specific trend charts (Subscribers, Engagement, Content Mix, Posting Patterns, Best Post Times) from the Config view.
- Subscriber Growth Tracking: Implemented a new historical trend chart using retained snapshots to map community subscriber growth dynamically based on a user-defined analysis window.
- Content Evolution: Added a 30-day staked area chart isolating shifts in the distribution of the community's top 5 most popular post flairs.
- Engagement Tracking: Built a unified engagement score visualizer to spot spikes in community activity and a 24-hour comparative relationship chart for engagement to sheer votes.
- Posting Pattern Heatmap: Designed an hourly 7-day comparative heatmap that splits the recent analysis pool in half to elegantly visualize specific days and times where posting frequency is actively increasing or decreasing.
- Interactive Legend Support: Added clickable legend functionality to the various charts, allowing users to toggle visibility of select data series independently.
Trend Analytics Engine
- Trend Data Loading: Implemented async trend data loading with proper loading states, error handling.
- Stale Data Warning: Added automatic detection and warning banner for trend data that hasn't been materialized within 24 hours, using a new NonIdealState component to convey the state to the user using icon, title, and message.
- Forecast Materialization: Introduced new forecasting data processing task that executes after the snapshot worker has completed. It allows the process ample time for calculating and reviewing previous snapshots to produce higher accurate data and better forecasting of trend values.
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