Blog Platform with Sentiment Analysis:
Users can create, read, update, and delete blog posts.
Use TextBlob to analyze the sentiment of blog comments.
re.sub for Censorship:
Censor inappropriate words in blog posts and comments.
re.replace for Placeholder Replacement:
Replace placeholders with actual content in blog posts.
re.findall for Keyword Highlighting:
Highlight and count specific keywords within posts and comments.
re.split for Splitting Text:
Split the content of posts into sentences for analysis.
Product Review Site with Keyword Extraction:
Users can create, read, update, and delete product reviews.
Use spaCy to extract keywords from reviews to highlight common themes.
re.sub for Censorship:
Censor inappropriate words in product reviews.
re.replace for Placeholder Replacement:
Replace placeholders with actual content in product reviews.
re.findall for Keyword Extraction:
Extract and highlight specific keywords within reviews.
re.split for Splitting Text:
Split the content of reviews into sentences for detailed analysis.
Task Management System with Task Categorization:
Users can create, read, update, and delete tasks.
Use NLTK to automatically categorize tasks based on their descriptions.
re.sub for Text Cleaning:
Clean task descriptions by removing unnecessary characters.
re.replace for Placeholder Replacement:
Replace placeholders with actual content in task descriptions.
re.findall for Keyword Extraction:
Extract specific keywords from task descriptions to categorize tasks.
re.split for Splitting Text:
Split task descriptions into individual components for detailed analysis.
Customer Feedback Portal with Sentiment Analysis:
Users can create, read, update, and delete feedback entries.
Use TextBlob to analyze the sentiment of feedback and generate reports on customer satisfaction.
Recipe Database with Ingredient Extraction:
Users can create, read, update, and delete recipes.
Use spaCy to extract and highlight ingredients from recipe descriptions.
Event Planning App with Named Entity Recognition:
Users can create, read, update, and delete events.
Use spaCy to extract important entities (e.g., dates, locations) from event descriptions.
Book Recommendation System with Genre Classification:
Users can create, read, update, and delete book entries.
Use NLTK to classify books into genres based on their descriptions.
Discussion Forum with Topic Modeling:
Users can create, read, update, and delete discussion threads.
Use Gensim to perform topic modeling and identify the main topics discussed in the forum.
Job Board with Resume Parsing:
Users can create, read, update, and delete job postings and resumes.
Use spaCy to parse resumes and match candidates to job postings based on extracted skills and experiences.
Health Tracker with Symptom Analysis:
Users can create, read, update, and delete health records and symptom logs.
Use spaCy to analyze symptoms and suggest possible conditions or actions.
News Aggregator with Named Entity Recognition:
Users can create, read, update, and delete news articles.
Use spaCy to identify and highlight named entities (e.g., people, organizations) in news articles.
Movie Review Site with Sentiment Analysis:
Users can create, read, update, and delete movie reviews.
Use TextBlob to analyze the sentiment of movie reviews and display ratings based on sentiment.
Travel Blog with Location Extraction:
Users can create, read, update, and delete travel blog posts.
Use spaCy to extract and map locations mentioned in the travel blog posts.
E-commerce Product Description Analyzer:
Users can create, read, update, and delete product listings.
Use TextBlob to analyze the sentiment of product descriptions and highlight features.
Educational Platform with Content Summarization:
Users can create, read, update, and delete educational content.
Health Tracker with Symptom Analysis:
Users can create, read, update, and delete health records and symptom logs.
Use NLP to analyze symptoms and suggest possible conditions or actions.
NLP Projects where regx used
Blog Platform with Censorship:
Users can create, read, update, and delete blog posts.
Use re.sub to censor inappropriate words in blog posts and comments.
Product Review Site with Keyword Highlighting:
Users can create, read, update, and delete product reviews.
Use re.findall to highlight and count specific keywords within reviews.
Task Management System with Date Extraction:
Users can create, read, update, and delete tasks.
Use re.findall to extract dates from task descriptions and display them in a calendar format.
Customer Feedback Portal with Data Anonymization:
Users can create, read, update, and delete feedback entries.
Use re.sub to anonymize personal data such as email addresses and phone numbers.
Recipe Database with Ingredient Replacement:
Users can create, read, update, and delete recipes.
Use re.sub to replace certain ingredients with alternatives in recipes.
Event Planning App with Date Format Standardization:
Users can create, read, update, and delete events.
Use re.sub to standardize various date formats in event descriptions.
Book Collection with ISBN Extraction:
Users can create, read, update, and delete book entries.
Use re.findall to extract and validate ISBN numbers from book descriptions.
Discussion Forum with Mention Parsing:
Users can create, read, update, and delete discussion threads.
Use re.findall to parse and highlight user mentions (e.g., @username) in posts.
Job Board with Skill Extraction:
Users can create, read, update, and delete job postings and resumes.
Use re.findall to extract and list skills from job descriptions and resumes.
Health Tracker with Symptom Categorization:
Users can create, read, update, and delete health records and symptom logs.
Use re.split to categorize and count symptoms listed in user logs.
URL Shortener with Custom Alias Verification:
Users can create, read, update, and delete shortened URLs.
Use re.match to ensure that custom aliases follow a specified pattern.
Contact Management System with Phone Number Validation:
Users can create, read, update, and delete contact entries.
Use re.match to validate phone numbers and ensure they follow a specified format.
Library Management System with ISBN Extraction:
Users can create, read, update, and delete book records.
Use re.findall to extract ISBN numbers from book descriptions and validate them.
Forum Platform with Post Tagging:
Users can create, read, update, and delete forum posts.
Use re.findall to extract and display hashtags (e.g., #topic) in posts.
Inventory Management System with SKU Format Standardization:
Users can create, read, update, and delete inventory items.
Use re.sub to standardize SKU formats in item descriptions.
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