google-trends

Learn step-by-step how to scrape Google Trends data and make a result comparison using Python and Oxylabs SERP API. Extract keywords, their popularity, breakdown by region, related queries, and more.

Python CLI for Google Trends analysis with advanced rate limiting, cookie auth, and beautiful terminal output. Built on pytrends with enterprise features.

Attempt to predict future stock prices based on Google Trends data.

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

The Modern Google Trends API - Combining the best features from pytrends, trendspyg, and more.

One self-hosted API for Google Maps, News, Trends and Autocomplete, plus YouTube transcripts. Normalised JSON, no per-call vendor pricing, runs in Docker.

Free trending topics aggregator — 20 sources, zero auth. CLI + Python library + MCP Server.

Free, maintained Python library + CLI for Google Trends: trending now, plus keyword interest over time, related queries & interest by region. A modern pytrends alternative.

Scrape Google Trends data using Python or the Bright Data API. Get real-time search trends, filter by location, category, and time range, and scale effortlessly.

MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Traffic, App Downloads, Steam, npm and more. Works with Claude, Cursor, VS Code, GitHub Copilot, ChatGPT, Windsurf, Cline, Raycast and any MCP-compatible.

Topic Mine leverages 1st and/or 2nd party data to identify trending topics and uses our GEMINI to create relevant ads' texts. It generates headlines, descriptions and keywords given a list of products, brands or services and (optionally) additional info about them.

A dashboard is worth a thousand words => https://datastudio.google.com/reporting/755f3183-dd44-4073-804e-9f7d3d993315

Python package to get the full time series for any search query with daily frequency.

Open Source Audio News Subscription Service (Google Trends, Hacker News & more).

Package to download long-term Google Trends

A Google Trends Analytics Package

MCP server for live Google Trends data. Query search volume, breakout keywords, and 5-year history from Claude, Cursor, VS Code and more.

simple Google trends API

Projects using selenium, requests, bs4, and scrapy for web scraping on google images, google trends and others

一個基於 Google Trends API 的自動化數據分析工具，專門分析台灣上市公司的搜尋趨勢。通過收集與視覺化公司名稱和股票代碼的搜尋量數據，幫助理解大眾關注度與股市活動之間的關聯。