analyzing-transactions
CommunityAnalyze toll transaction data.
Data & Analytics#root cause analysis#reporting#data analysis#performance metrics#toll transactions#client detection
Authorbloknayrb
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the complex process of analyzing toll transaction data, identifying specific clients, calculating key performance metrics, and pinpointing root causes of issues, thereby saving significant manual analysis time and improving operational efficiency.
Core Features & Use Cases
- Automated Client Detection: Identifies data source (VDOT, DelDOT, MDTA, DRPA) based on dataset characteristics.
- Metric Calculation: Computes collection rates, rejection rates, at-risk rates, and loss rates.
- Root Cause Analysis: Utilizes decision trees to diagnose issues related to system configuration, data quality, equipment, or operational disruptions.
- Use Case: When presented with a new batch of toll transaction data, this Skill can automatically determine if it's from VDOT or DelDOT, calculate the current collection efficiency, and identify if a recent spike in rejections is due to equipment malfunction or a system configuration change.
Quick Start
Analyze the provided toll transaction data to identify the client and report on key performance metrics.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: analyzing-transactions Download link: https://github.com/bloknayrb/claudestuff/archive/main.zip#analyzing-transactions Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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