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I'm looking for a data scientist who can scrape a review website and apply BERT topic modelling on the reviews. Key Requirements: - Directly scrape reviews from a specified website - Apply BERT topic modelling to these reviews - Communicate findings clearly Skills and Experience: - Proficient in web scraping - Experience with BERT and topic modelling - Ability to analyse and interpret data All reviews are in English. Please provide examples of similar projects you have completed in your proposal.
Project ID: 38869074
15 proposals
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Active 1 yr ago
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15 freelancers are bidding on average ₹6,446 INR for this job

Hello there, I specialize in web scraping and natural language processing, with extensive experience in applying BERT for topic modelling. My skills align perfectly with your requirements, and I'm excited about the opportunity to work on your project. I've scraped review data from various websites and applied BERT models to derive meaningful topics and insights. My approach ensures accurate data extraction and detailed topic analysis, providing you with clear and actionable findings. Here are some of my Relevant Projects: ✅ Review Analysis and Topic Modelling for Ecommerce Products ✅ Sentiment Analysis on Restaurant Reviews using BERT ✅ Automated Web Scraping and Data Analysis Pipelines I'm keen to learn more about the specific website you're targeting for scraping and any other particular needs you might have. Looking forward to discussing how I can contribute to your project's success!
₹1,510 INR in 1 day
4.5
4.5

With over five years of experience in Python and web development, I am your go-to freelancer for your review extraction and BERT topic modelling project. Web scraping is my forte, and I have utilized it extensively for obtaining valuable data in various projects. This experience will enable me to scrape reviews directly from the specified website with ease. Additionally, I possess substantial expertise in BERT and topic modelling - the core requirements of this project. I have successfully applied these techniques in past projects to obtain deep insights from textual data. My proficiency doesn't only lie in applying these methodologies but also in interpreting and communicating findings, ensuring that you receive clear, actionable insights from the review dataset. Moreover, my problem-solving skills and attention to detail align perfectly with a project as nuanced as this one. Data analysis is my passion, and extracting meaningful information from complex datasets is where my true value lies. Finally, my commitment to excellence and knack for timely delivery ensure that you can rely on me to provide stellar results for your project. So let's collaborate and transform your pile of reviews into a treasury of actionable insights!
₹7,000 INR in 3 days
4.6
4.6

Hello, I’m a skilled Data Engineer and Data Scientist with experience in web scraping and natural language processing. I’ve previously worked on a project where I scraped data and performed sentiment analysis on Reddit comments using BERT, successfully uncovering insights from user-generated content. With expertise in web scraping and topic modeling using BERT, I can directly extract reviews from your specified website, apply advanced topic modeling techniques, and deliver clear and actionable insights. Let’s discuss how I can tailor my skills to your project needs!
₹7,000 INR in 3 days
2.4
2.4

I can help you scrape reviews from your specified website and apply BERT-based topic modelling to extract valuable insights. With experience in web scraping, natural language processing, and data analysis, I can ensure accurate data extraction and clear interpretation of the results. Let’s discuss your project requirements further and outline the next steps. Looking forward to working together!
₹10,000 INR in 7 days
0.0
0.0

Very much passionate about the work because have an experience of data entry from pu only and will also learn some new skills during this project and i can also assure you that u wont get disappointed
₹7,000 INR in 7 days
0.0
0.0

I will scrape reviews from the specified website, apply BERT topic modelling to extract insights, and present clear findings. With expertise in web scraping and BERT, I’ll ensure high-quality analysis and deliver actionable results. I can provide examples of similar completed projects.
₹2,000 INR in 7 days
0.0
0.0

I am reaching out to express my interest in providing virtual office assistant services for your esteemed law firm. With extensive experience supporting legal professionals and businesses, I am confident that my skills can enhance the efficiency and operations of your firm, allowing your team to focus on what matters most. Also i have 4+ years of experience in freelancing by which i can complete the work in less period of time.
₹7,000 INR in 7 days
0.0
0.0

I can write and type fast. I can enjoy my work by doing it. I can complete my work in time. Doing work is my strength.
₹2,080 INR in 1 day
0.0
0.0

I am a motivated fresher with a Master’s degree and a strong understanding of data entry and Excel. I have experience working on projects like compiling presentation slides and lecture notes into organized, detailed, and high-quality notes. I am dedicated to delivering accurate and efficient work within tight deadlines.
₹7,000 INR in 7 days
0.0
0.0

I will be very grateful by doing this job and i wanted to do this type of jobs and I will be very thankful to you in future by doing your job. Thank You
₹7,000 INR in 7 days
0.0
0.0

I suggest searching the website you need to get data from using Python's request and beautifulsoap libraries. For the classification of the reviews, I propose to implement the hugging face pipeline using the version of Bert that you want. I have experience using classifiers with the BERT model, classifying databases of scientific articles, and classifying e-commerce, so it will not be a problem to do this work. Greetings.
₹7,000 INR in 3 days
0.0
0.0

Proposal: Scraping and BERT Topic Modeling on Reviews I have extensive experience in web scraping and NLP-based data analysis, including implementing BERT topic modeling to uncover hidden insights from textual data. Approach: Web Scraping: I will extract reviews efficiently from the specified website using Python libraries like Scrapy or BeautifulSoup. BERT Topic Modeling: Using tools like BERTopic or HuggingFace transformers, I will preprocess the reviews, extract topics, and analyze their sentiment and frequency. Analysis & Reporting: I’ll present clear insights, visualizations, and a summary of the findings for better understanding. Relevant Experience: Web Scraping: Extracted data for e-commerce reviews, news articles, and social media comments. Topic Modeling: Conducted BERT-based analysis for customer feedback to identify pain points and trends. Tools: Python, BeautifulSoup/Scrapy, BERTopic, Transformers, Pandas, Matplotlib. Let’s connect to discuss the website details and finalize the deliverables. I ensure timely delivery and clean, actionable results.
₹5,600 INR in 5 days
0.0
0.0

Manipal, India
Member since Aug 1, 2024
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