App Review Crawler

F 45 completed
Data Tool
unknown / python · tiny
12
Files
1,335
LOC
0
Frameworks
3
Languages

Pipeline State

completed
Run ID
#363563
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
22.58
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48843
Member of a group with 1 similar repo(s) — canonical #4056 view group →
Top concepts (1)
Web Backend
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot

AI Prompt

I want to build a command-line tool in Python that automatically crawls various mobile app stores to collect user reviews for analysis. The tool should be modular enough to handle scraping from multiple sources, such as Google Play, Galaxy Store, and potentially others. It needs to be runnable via a script, and I'd like it to manage its dependencies using a requirements file. Please structure it so that different scraping functionalities are separated into distinct modules.
python cli web-scraping app-reviews automation
Generated by gemma4:latest

Catalog Information

A command‑line tool that automatically crawls mobile app stores to collect user reviews for analysis.

Description

The project is a lightweight crawler written in Python that uses Selenium and BeautifulSoup to navigate mobile app store pages and extract user reviews, ratings, and metadata. It runs from the command line, accepts parameters such as app identifiers and date ranges, and outputs the collected data in JSON or CSV format. The tool is designed for developers, marketers, and analysts who need up‑to‑date feedback on their own or competitor apps. It handles pagination, dynamic content loading, and basic anti‑scraping measures. By providing structured review data, it enables sentiment analysis, trend monitoring, and feature prioritization.

الوصف

يُعد هذا المشروع أداة سطر أوامر بسيطة تُكتب بلغة بايثون وتستعمل مكتبات Selenium وBeautifulSoup لتصفح صفحات متاجر التطبيقات وجمع مراجعات المستخدمين مع تقييماتهم وبيانات التعريف ذات الصلة. يُشغَّل من الطرفية ويقبل معلمات مثل معرّفات التطبيقات وفترات التاريخ، ثم يُخرج البيانات المُجمَّعة بصيغة JSON أو CSV لتسهيل معالجتها لاحقاً. صُمِّم لتلبية احتياجات المطورين والمسوقين والمحللين الذين يرغبون في الحصول على تعليقات فورية حول تطبيقاتهم أو تطبيقات المنافسين. يتعامل مع التصفح المتعدد الصفحات، وتحميل المحتوى الديناميكي، ويُطبِّق إجراءات بسيطة لتجاوز قيود التصفح الآلي. بفضل توفيره لبيانات مراجعات منظمة، يُمكنه دعم تحليل المشاعر، ورصد الاتجاهات، وتحديد أولويات الميزات المستقبلية.

Novelty

5/10

Tags

app-reviews web-scraping data-extraction mobile-apps user-feedback

Technologies

beautifulsoup selenium

Claude Models

claude-opus-4.6

Quality Score

F
45.2/100
Structure
34
Code Quality
55
Documentation
30
Testing
0
Practices
68
Security
100
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

4.1h
Tech Debt (D)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (19)
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
Unknown
License
12.9%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
98.6%
text
0.8%
shell
0.7%

Frameworks

None detected

Concepts (1)

Scored by Repobility's multi-pass pipeline · https://repobility.com
CategoryNameDescriptionConfidence
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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