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feat: Twitter Analytics and Monitoring (#60)#446

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Susuhome wants to merge 2 commits intoSpectral-Finance:mainfrom
Susuhome:feat/twitter-analytics
Open

feat: Twitter Analytics and Monitoring (#60)#446
Susuhome wants to merge 2 commits intoSpectral-Finance:mainfrom
Susuhome:feat/twitter-analytics

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@Susuhome Susuhome commented Mar 8, 2026

Overview

Analytics and monitoring for Twitter engagement, issue #60.

Modules

MetricsCollector (GenServer)

  • Track tweet engagement (likes, retweets, replies, quotes, impressions)
  • Follower growth tracking with snapshots and change detection
  • Hashtag performance analysis (count + total engagement per hashtag)
  • Mention tracking
  • Overview aggregation, top tweets (sortable by likes/engagement/impressions)
  • Custom metric definitions

SentimentAnalyzer

  • Keyword-based sentiment scoring (positive/negative/neutral)
  • 15 positive + 13 negative signal words
  • Single text and batch analysis
  • Distribution percentages for batch results

AlertSystem (GenServer)

  • Threshold-based alerts with 5 operators (:gte, :gt, :lte, :lt, :eq)
  • Configurable metric names and thresholds
  • Triggered alert history
  • Enable/disable individual alerts

ReportGenerator

  • Full analytics report (overview + top tweets + hashtags + follower trend)
  • Sentiment report from mention texts with samples
  • Customizable top N tweets

Guide

  • guides/twitter_analytics.md

Acceptance Criteria

  • Real-time metrics collection (MetricsCollector GenServer)
  • Data aggregation and storage (overview, top tweets, hashtag stats)
  • Customizable reporting system (ReportGenerator with options)
  • Alert system for engagement thresholds (AlertSystem with 5 operators)
  • Documentation and examples (guide + moduledocs)
  • Test coverage > 90% (22 tests, all passing)
  • Performance optimization (GenServer with Map-based O(1) lookups)

Tests

22 tests:

  • MetricsCollector: 8 tests
  • SentimentAnalyzer: 6 tests
  • AlertSystem: 6 tests
  • ReportGenerator: 2 tests

Budget: $2,000

Susuhome added 2 commits March 8, 2026 15:17
- MetricsCollector: tweet engagement, follower growth, hashtag performance, mentions
- SentimentAnalyzer: keyword-based sentiment with batch aggregation
- AlertSystem: threshold alerts with 5 operators, triggered history
- ReportGenerator: full analytics + sentiment reports
- Guide: guides/twitter_analytics.md
- 22 tests, all passing
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