Hello,
I am an experienced data scraping professional with expertise in consumer sentiment analysis and product research. For this project, I will use Python and its powerful libraries, including BeautifulSoup and Scrapy, to extract data efficiently from online forums, product reviews, and social media platforms. To ensure the data is clean, organized, and structured, I will rely on Pandas for data cleaning and formatting.
The process will begin by identifying and prioritizing key data sources that are most relevant to discussions about air fryers. Once the sources are established, I will develop tailored scraping scripts for each platform to extract specific consumer feedback on product features, complaints, and desired improvements.
Using Python’s Natural Language Toolkit (NLTK), I will analyze the text data to identify recurring themes and sentiment trends. This will ensure a clear understanding of consumer needs and preferences.
Finally, the insights will be categorized and delivered in a well-structured Excel spreadsheet, providing actionable data to guide your product development efforts.
Best Regards,
Aneesa