{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/22"},{"label":"Internet","url":"https://skillfed.io/packages/category/internet/6"},{"label":"Information Analysis","url":"https://skillfed.io/packages/category/scientific-engineering-information-analysis/4"}],"enrichment":{"capability":"Fetch and analyze Google Trends data including search interest over time, geographic distribution, related queries, and real-time trending searches.","skillfed_tags":["google-trends","data-analysis","web-scraping"],"use_cases":["Track search interest trends for keywords over time to understand seasonal demand or emerging topics.","Analyze geographic distribution of search interest to identify regional market opportunities or audience concentration.","Retrieve real-time trending searches and associated news articles to monitor current events and public interest.","Compare search interest across multiple keywords, regions, and time periods in a single query for competitive analysis.","Build a historical dataset of trending keywords with independent normalization for each keyword across multiple time windows."],"what_it_does":"TrendsPy is a Python wrapper around Google Trends that lets you query search interest data, geographic trends, related queries, and real-time trending topics. It depends on numpy, pandas, requests, and python-dateutil to fetch and structure data from Google's API.\n\nThe library supports flexible timeframe formats (custom intervals, date ranges, hourly precision), geographic filtering down to city level, category-based searches, and batch retrieval of historical trending data for multiple keywords. It also includes proxy support for network configuration. The package is in Beta status and has not been actively maintained since its initial release in late 2024.","worth_installing":"Yes, if you need Google Trends data and accept the risks. Install friction is low and the API surface is straightforward. However, the project is dormant (no updates since December 2024), so be prepared to fork or patch if Google changes its endpoint or if bugs emerge. No known vulnerabilities as of the last security scan. Verify that your use case complies with Google's terms of service before deploying to production."},"id":"trendspy","links":{"html":"https://skillfed.io/packages/trendspy","md":"https://skillfed.io/packages/trendspy.md","pypi":"https://pypi.org/project/trendspy/"},"maintenance":{"status":"dormant"},"meta":{"latest_release":"2024-12-25","license_spdx":null,"license_treatment":"permissive","name":"trendspy","python_support":"supports_current","summary":"A Python library for accessing Google Trends data"},"popularity":{"monthly_downloads":78350,"position":14451,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.1.6"}