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Google Search Trends Analysis (Python) ## Project Overview This project analyzes **Google Search Trends data** using Python to understand how a keyword's popularity changes over time and across regions. The analysis covers **15 countries**, compares **time-wise interest**, and explores **related keywords** to uncover search behavior patterns. ## Objectives * Analyze time-wise search interest of a keyword * Compare keyword popularity across 15 countries * Identify and analyze related search keywords * Visualize trends for better insights ## Tools & Technologies * Python * Pytrends (Google Trends API Wrapper) * Pandas * NumPy * Matplotlib * Seaborn * Jupyter Notebook ## Project Structure ``` ├── google data analysis [login to view URL] # Main notebook ├── [login to view URL] # Project documentation ``` ## Key Analysis * Interest over time (trend analysis) * Country-wise keyword comparison * Related queries and keywords analysis * Data visualization using line charts and bar plots ## How to Run 1. Clone the repository 2. Install required libraries: ```bash pip install pytrends pandas matplotlib seaborn ``` 3. Open the Jupyter Notebook 4. Run the cells step by step ## Results & Insights The project reveals how search interest varies by country and time, highlights peak search periods, and shows how related keywords trend alongside the main keyword. ## Future Improvements * Analyze multiple keywords together * Add real-time trend monitoring * Apply forecasting models ## Author Amit ## License This project is for educational purposes only.
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12 freelancerit tarjoavat keskimäärin ₹1 172 INR tätä projektia

Hello, I have 5+ years of experience in Python and data analysis, making me a strong fit for your Google Trends project. I'll leverage Pytrends, Pandas, and visualization libraries to analyze keyword trends across 15 countries, identify related keywords, and present insights through clear visualizations. My approach focuses on clean code, efficient data processing, and insightful trend analysis. Please send a message for samples of similar projects. Thanks, Adegoke. M
₹2 269,43 INR 3 päivässä
3,1
3,1

Hi there, I’ve reviewed your project, and I’m confident I can deliver a clean, accurate Google Search Trends analysis using Python, Pytrends, Pandas, NumPy, and full data visualization. I specialize in data scraping, trend analysis, and building clear Jupyter Notebook workflows, so analyzing interest-over-time, comparing 15 countries, extracting related keywords, and producing visual insights fits perfectly with my skill set. I’ll structure everything cleanly, generate charts with Matplotlib/Seaborn, and provide a well-written README for easy execution. I can start immediately and deliver high-quality, well-documented results within your timeline. Best regards Abdul Rehman
₹1 050 INR 5 päivässä
2,6
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✅ I can enhance your Google Trends analysis using Pytrends, Pandas, and advanced visualizations, adding multi-keyword comparison, automation, and cleaner insights. ✅ I’ll optimize your notebook, improve charts, and implement forecasting for deeper trend understanding. ✅ Clean, well-documented code with scalable structure and optional real-time tracking support.
₹1 350 INR 2 päivässä
2,1
2,1

Hi , I have relevant experience. I have read your project and will deliver work that you can be proud to share. I have 8+ years of experience in Python, Software Architecture, Data Visualization. I have completed similar projects. I have a strong track record across projects. See my recent work at https://www.freelancer.com/portfolio-items/11207523-ecommerce-project https://www.freelancer.com/portfolio-items/11207531-kidilo-project https://www.freelancer.com/portfolio-items/11134276-build-a-full-custom-website https://www.freelancer.com/portfolio-items/11134221-vacation-rental-booking-website If this sounds good, connect in chat and we can start. Looking forward, Muhammad Tariq
₹1 100 INR 7 päivässä
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Hi Amit, I can deliver this Google Trends analysis project quickly and cleanly. I have hands-on experience with Pytrends, Pandas, NumPy, Matplotlib and Seaborn, and I regularly build data pipelines and visualization scripts in Python. I will set up the Jupyter Notebook with all the required analysis: time-wise interest tracking, cross-country keyword comparison across all 15 regions, related keywords exploration, and clear visualizations using line charts and bar plots. I can also include a well-structured README. Happy to discuss any details. Looking forward to working with you.
₹1 200 INR 3 päivässä
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I have been studying a putting python into practice for a long time now, and I beleive a project such as this is one I can complete to a high standard.
₹1 050 INR 7 päivässä
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Hello, I can deliver a clean, professional, and well-documented Google Trends analysis project using Python and Pytrends exactly as described. I specialize in Python-based data analysis and automation projects, and I will provide: Interest over time analysis (clear trend visualization) 15-country keyword comparison (region-based insights) Related queries & related topics extraction Clean visualizations (Matplotlib & Seaborn) Well-structured Jupyter Notebook Clear comments and organized code README with setup instructions I will ensure: Reliable Pytrends integration Proper data cleaning using Pandas & NumPy Insightful charts (line plots, bar charts) Professional formatting suitable for portfolio or reporting Optional improvements (if desired): Multi-keyword comparison Trend forecasting (basic time-series model) Export to CSV/Excel Automated reporting Delivery: Clean .ipynb + README Time: Fast turnaround Budget: Within your range Let’s build a solid, professional Google Trends analytics project. Best regards, Felipe
₹1 050 INR 7 päivässä
0,0
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Hello, I can help you build a well-structured Google Trends analysis using Python and Pytrends. I have hands-on experience working with Python, Pandas, NumPy, and data visualization libraries to analyze and interpret real-world datasets. For this project, I will: • Extract and analyze time-wise search interest using Pytrends • Compare keyword popularity across 15 countries • Analyze related queries and rising keywords • Create clear visualizations (line plots and comparative graphs) • Deliver a clean, well-documented Jupyter Notebook In addition, I have worked on machine learning projects such as Insurance Fraud Detection, Face Mask Detection using Computer Vision, and an ongoing Human Action Recognition research project. These experiences have strengthened my skills in data preprocessing, analysis, and model-driven insights, which will add depth to this trend analysis project. I can complete this within 7 days with proper testing and revisions if required. Looking forward to collaborating with you.
₹1 050 INR 7 päivässä
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Hi, I can implement the Google Trends analysis workflow in Python using pytrends + pandas + matplotlib and structure it so it runs cleanly from a single script or notebook. The output will include: • keyword comparison over time • individual keyword trend plots • regional interest comparison • clean dataset export (CSV) I’ll keep the code organized and reusable so you can easily change keywords or timeframe later without modifying logic. Before starting I’ll confirm: – keyword list – timeframe – country/global scope – preferred run format (notebook or script) You’ll receive working code + sample outputs + brief run instructions. Ready to start immediately. Manish
₹1 100 INR 2 päivässä
0,0
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Hello, I would be pleased to deliver a comprehensive Google Search Trends analysis that uncovers how keyword popularity evolves over time and across regions.
₹1 050 INR 7 päivässä
0,0
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Hi, I can help you build the Google Trends analysis using Python and Pytrends. I have experience with data processing (pandas), visualization (matplotlib/seaborn), and Jupyter notebooks. I will provide a clean notebook with analysis, charts, and clear setup instructions. I can start immediately and deliver quickly. Looking forward to working with you
₹600 INR 1 päivässä
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