Web mining module for Python, with tools for scraping, natural language processing, machine learning text-mining, python, machine-learning.

How to install Pattern?

Run: claude skill add --url github.com/openclaw/skills/tree/main/skills/bytesagain/text-mining

Text Mining

Name: Pattern
Rating: 5 (3743 reviews)
Author: bytesagain

A finance-oriented toolkit for recording, categorizing, and analyzing financial data from the command line. Each command logs timestamped entries to dedicated log files, with built-in statistics, multi-format export, search, and health-check capabilities.

Why Text Mining?

Works entirely offline — financial data stays on your machine
Purpose-built commands for finance workflows (record, categorize, balance, forecast, budget-check, tax-note)
Each command type maintains its own log file for clean data separation
Built-in multi-format export (JSON, CSV, plain text)
Full activity history with timestamped audit trail
Summary statistics with entry counts and disk usage

Commands

Finance Operations

Command	Description
`text-mining record <input>`	Record a financial entry (no args: show recent)
`text-mining categorize <input>`	Categorize a transaction (no args: show recent)
`text-mining balance <input>`	Log a balance entry (no args: show recent)
`text-mining trend <input>`	Record a trend observation (no args: show recent)
`text-mining forecast <input>`	Log a forecast entry (no args: show recent)
`text-mining export-report <input>`	Record an export report entry (no args: show recent)
`text-mining budget-check <input>`	Log a budget check (no args: show recent)
`text-mining summary <input>`	Record a summary entry (no args: show recent)
`text-mining alert <input>`	Log a financial alert (no args: show recent)
`text-mining history <input>`	Record a history entry (no args: show recent)
`text-mining compare <input>`	Log a comparison entry (no args: show recent)
`text-mining tax-note <input>`	Record a tax note (no args: show recent)

Utility Commands

Command	Description
`text-mining stats`	Show summary statistics (entry counts per type, total, disk usage)
`text-mining export <fmt>`	Export all data in json, csv, or txt format
`text-mining search <term>`	Search across all log files (case-insensitive)
`text-mining recent`	Show the 20 most recent activity log entries
`text-mining status`	Health check (version, entries, disk, last activity)
`text-mining help`	Display all available commands
`text-mining version`	Print version string

Each finance command works in two modes:

With arguments: Saves a timestamped entry to <command>.log and logs to history.log
Without arguments: Displays the 20 most recent entries from that command's log

Data Storage

All data is stored locally in ~/.local/share/text-mining/. The directory contains:

record.log, categorize.log, balance.log, trend.log, forecast.log, etc. — One log file per command type, storing YYYY-MM-DD HH:MM|input entries
history.log — Unified activity log with timestamped records of every command executed
export.json / export.csv / export.txt — Generated export files

Requirements

Bash 4.0+ with set -euo pipefail strict mode
Standard Unix utilities: grep, cat, tail, wc, du, date, sed
No external dependencies or network access required

When to Use

Tracking daily expenses — Use text-mining record "lunch 45 CNY" to log transactions with automatic timestamps
Budget monitoring — Run text-mining budget-check "March: 3200/5000 CNY spent" to track spending against limits
Financial trend analysis — Record observations with text-mining trend "Q1 savings rate up 12%" and review with text-mining search "savings"
Tax preparation — Keep tax-related notes with text-mining tax-note "deductible: home office 1200 CNY" for year-end review
Exporting financial summaries — Run text-mining export csv to get all recorded entries across all categories in spreadsheet-ready CSV format

Examples

bash

# Record financial transactions
text-mining record "salary received 15000 CNY"
text-mining record "rent payment 3500 CNY"
text-mining categorize "groceries: 280 CNY weekly average"

# Balance and budget tracking
text-mining balance "checking: 12,500 CNY | savings: 45,000 CNY"
text-mining budget-check "food budget: 1800/2000 CNY (90%)"
text-mining forecast "projected savings by June: 55,000 CNY"

# Tax and comparison notes
text-mining tax-note "freelance income Q1: 8,000 CNY"
text-mining compare "Feb vs Mar spending: -15% reduction"

# Search, review, and export
text-mining search "rent"
text-mining recent
text-mining stats
text-mining export json
text-mining export csv

Configuration

The data directory defaults to ~/.local/share/text-mining/. All log files are plain text with pipe-delimited fields (timestamp|value), making them easy to parse with standard Unix tools.

Pattern

安装

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