notebooks/Gen Dissimilar Titles & Keywords.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a55280f1-deae-478a-9c27-8e096bb677b6",
   "metadata": {},
   "source": [
    "# Generate Dissimilar Titles & Keywords"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75fda0eb-3db8-4266-b65b-e2d7ebe13169",
   "metadata": {},
   "source": [
    "This notebook generates dissimilar tabs, for training the model to not suggest dissimilar titles."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c3729015-2483-40c8-9242-9223721f943f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import sys\n",
    "from dotenv import load_dotenv\n",
    "# sys.path.append(\"\")\n",
    "load_dotenv()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f34f52f4-aa12-441f-98fd-012b6b0de78c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from bertopic.vectorizers import ClassTfidfTransformer\n",
    "from sklearn.feature_extraction.text import CountVectorizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6dfa3b54-1989-44ae-a23a-5d514d2ffee0",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_dis = pd.read_csv('./data/dissimilar_topics_and_titles.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "9caeab88-c183-4cfe-9269-867f0fd0df95",
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import numpy as np\n",
    "import re\n",
    "\n",
    "MAX_WORDS_PER_TOPIC = 3\n",
    "\n",
    "def get_keywords(documents, other_documents):\n",
    "    joined_docs = [re.sub(r'\\d+', '', ' '.join(documents)), re.sub(r'\\d+', '', ' '.join(other_documents))]\n",
    "    vectorizer_model = CountVectorizer(stop_words=\"english\")\n",
    "    vectorizer_model.fit(joined_docs)\n",
    "    vectorizer_words = vectorizer_model.get_feature_names_out()\n",
    "    important_word_matrix = vectorizer_model.transform(joined_docs)\n",
    "    ctfidf_model = ClassTfidfTransformer()\n",
    "    weighted_important_word_matrix = ctfidf_model.fit_transform(important_word_matrix).toarray()\n",
    "    sorted_indices = np.argsort(-weighted_important_word_matrix, 1)\n",
    "    num_words = weighted_important_word_matrix.shape[1]\n",
    "    num_clusters = weighted_important_word_matrix.shape[0]\n",
    "    sorted_scores = np.take_along_axis(weighted_important_word_matrix, sorted_indices, axis=1)\n",
    "    topic_info_list = []\n",
    "    keyword_list = []\n",
    "    for cluster in range(num_clusters):\n",
    "        topic_words = []\n",
    "        for top_score_ref in range(num_words):\n",
    "            if sorted_scores[cluster, top_score_ref] > 0.05:\n",
    "                topic_words.append(vectorizer_words[sorted_indices[cluster, top_score_ref]])\n",
    "            if len(topic_words) >= MAX_WORDS_PER_TOPIC:\n",
    "                break\n",
    "        topic_info_list.append(\", \".join(topic_words))\n",
    "        keyword_list.append(topic_words)\n",
    "    return keyword_list\n",
    "    \n",
    "def generate_dissimilar_documents(df, n=1000):\n",
    "    # choose 2-4 topics, and then choose 1 document from each\n",
    "    # there are 10 topics and 50 titles per topic, meaning a total\n",
    "    # 2 titles - 10C2 * 50^2 +\n",
    "    # 3 titles - 10C3 * 50^3 +\n",
    "    # 4 titles - 10C4 * 50^4 +\n",
    "    # unique rows\n",
    "    topics = list(df['Topic'].unique())\n",
    "    topic_to_docs = {topic: list(df[df['Topic'] == topic]['Title']) for topic in topics}\n",
    "    all_joined_docs = []\n",
    "    all_joined_keywords = []\n",
    "    all_labels = []\n",
    "    for _i in range(n):\n",
    "        documents = []\n",
    "        chosen_topics = random.sample(topics, random.randint(2, 4))\n",
    "        for topic in chosen_topics:\n",
    "            documents += random.sample(topic_to_docs[topic], 1)\n",
    "        joined_docs = ' '.join(documents)\n",
    "        # get a random sample of 0-10 from remaining documents, which could be related to any topic\n",
    "        # mimics someone adding dissimilar tab to create group and then has other tabs in window\n",
    "        other_documents = random.sample(list(set(df['Title']).difference(set(documents))), random.randint(0, 10))\n",
    "        joined_keywords = ','.join(get_keywords(documents, other_documents)[0])\n",
    "        all_joined_docs.append(joined_docs)\n",
    "        all_joined_keywords.append(joined_keywords)\n",
    "        all_labels.append('None')\n",
    "    df_data = pd.DataFrame({\n",
    "        'input_titles': all_joined_docs,\n",
    "        'input_keywords': all_joined_keywords,\n",
    "        'output': all_labels\n",
    "    })\n",
    "    return df_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "2262d916-bb0c-47e1-aa13-caee9f83b3f3",
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    {
     "name": "stdout",
     "output_type": "stream",
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      "Dietary Supplements: Pros and Cons DIY Home Decor: Upcycling Old Furniture Limited Edition: New Sneaker Release Travel Photography: Capturing Landmarks furniture,supplements,sneaker\n",
      "Home Brewing: Craft Your Own Beer Global Conflict: Leaders Call for Ceasefire Regional Festivals: Timeless Cultural Events Collaboration Post: Looking for Partners looking,festivals,regional\n",
      "Update: New Regulations on Electric Vehicles Passive Income Ideas: Make Money While You Sleep DIY Garden Pond: Setting Up a Water Feature Online Campus: Virtual University Tours online,passive,setting\n",
      "Music Video Premiere: Pop Star’s Latest Hit Comparison Chart: Subscription Box Services latest,services,music\n",
      "TikTok Education: Quick Tutorials on Coding STEM Education: Projects and Experiments Fandom Discussion: Fan Theories Explained education,fan,theories\n",
      "TV Pilot Season: What’s Coming Next Year Tourist Traps: Avoiding Overrated Spots Tech History: Milestones in Computing year,overrated,milestones\n",
      "Interest Rates: Federal Reserve Updates Viral Dance Challenge: TikTok Stars Shine viral,updates,tiktok\n",
      "Comparison: Budget vs. Premium Brands Snapchat Spotlight: Viral Stories spotlight,brands,budget\n",
      "Scholarships and Grants: How to Apply Bond Basics: Safe Haven or Not? Bluetooth Gadgets: Wireless Life Hacks Winter Wonderland: Ski Resort Guide apply,wireless,winter\n",
      "Comparison Chart: Subscription Box Services Laptop Cooling: Prevent Overheating Stock Market Overview: Today’s Biggest Gainers biggest,box,chart\n",
      "Celebrity Gossip: Rumors Swirl Around Power Couple Opinion: Education Reform Needed Now Math Resources: Algebra, Calculus, and More Repair or Replace? Fixing Old Devices needed,opinion,old\n",
      "Streaming Wars: Platform Comparison Financial Independence: FIRE Movement Explained Road Trip Planner: Scenic Routes Language Exchange: Practicing with Natives wars,platform,movement\n",
      "Travel Deals: Last-Minute Flight Offers Woodworking 101: Building a Simple Shelf woodworking,minute,shelf\n",
      "Browser Extensions: Productivity Boosters Market Sentiment: Bull vs. Bear International Shipping: Customs and Duties Best Practices: Dealing with Trolls dealing,international,sentiment\n",
      "DIY Electronics: Arduino Starter Projects Opinion: Education Reform Needed Now Travel Journal: Documenting Every Mile arduino,projects,opinion\n",
      "Traveling Light: Minimalist Packing Tips Buyer’s Remorse? Hassle-Free Returns buyer,free,hassle\n",
      "Update: New Regulations on Electric Vehicles E-Readers: Best for Book Lovers Sitcom Retrospective: Where Are They Now? Mortgage Approval: Strengthening Your Application application,update,strengthening\n",
      "TV Show Finale: Fan Reactions Pour In Volunteer Travel: Make a Difference Abroad abroad,pour,make\n",
      "International Relations: Trade Talks Resume Holistic Health: Integrative Medicine Explained integrative,holistic,health\n",
      "Musical Collaboration: Two Superstars Team Up Financial Literacy: Teaching Kids About Money Data Security: Protecting Your Digital Life ELearning Analytics: Tracking Progress literacy,progress,life\n",
      "Frequent Flyer Programs: Maximizing Points Recommerce: Second-Hand Market on the Rise Resin Art: Coasters and Jewelry Sleep Hygiene: Ways to Improve Rest maximizing,programs,ways\n",
      "Forex Trading: Beginner’s Guide Hydration Challenge: 30-Day Water Intake guide,trading,intake\n",
      "Meditation Guide: Finding Inner Peace TV Show Finale: Fan Reactions Pour In meditation,peace,inner\n",
      "Drone Footage: Capturing Epic Aerial Shots Habits Tracker: Building Consistency Side Hustles: Earn Extra Income Flash Deal Countdown: Final Hours aerial,income,hustles\n",
      "Credential Stacking: Building Expertise Model Building: Assembling Scale Airplanes Virtual Reality: Top Headsets Reviewed Recommerce: Second-Hand Market on the Rise building,airplanes,stacking\n",
      "Scrapbooking: Creative Ways to Preserve Memories Discord Bot Tips: Streamline Community Chats Fitness Routine: 10-Minute Home Workout User Recommendations: Top Rated by Peers workout,peers,ways\n",
      "DIY Pet Projects: Homemade Cat Toys Small Business Loans: How to Qualify business,cat,diy\n",
      "Global Conflict: Leaders Call for Ceasefire Product Comparison: Top Smartphones Under $500 leaders,ceasefire,comparison\n",
      "Language Immersion: Best Countries to Learn User-Generated Content: Success Stories Retirement Calculator: Are You on Track? International Shipping: Customs and Duties language,generated,retirement\n",
      "Programming Tutorial: Learn Python Basics International Shipping: Customs and Duties Skill-Based Courses: Graphic Design, Cooking, Etc. duties,learn,international\n",
      "Best Practices: Dealing with Trolls Local Update: City Council Approves Road Plan approves,best,city\n",
      "Online Tutoring: Tips for Effective Sessions How-To: Saving Money with Coupon Codes Dollhouse Miniatures: Tiny Furniture Making Airbnb Experiences: Unique Local Tours airbnb,tutoring,tours\n",
      "Future Tech: Robots in Everyday Life Workout Gear: Best Budget Equipment workout,best,budget\n",
      "Film Festival Preview: Must-See Indies Deal Alert: Electronics Clearance Sale film,alert,clearance\n",
      "Online Whiteboards: Collaborative Study Casting Rumors: Fans Speculate Next Big Role DIY Jewelry: Bead and Wire Tutorials wire,jewelry,role\n",
      "Twitch Stream: Community Gaming Night Financial Goals: Short, Medium, Long Term Celebrity Chef Launches Cooking Show short,medium,night\n",
      "Box Office Predictions: Summer Blockbusters Forex Trading: Beginner’s Guide Trending: Celebrity Activism at Climate Rally activism,trading,summer\n",
      "Painting Techniques: Watercolor Blending Mental Health Break: Guided Mindfulness Language Barriers: Tips for Communication Online Campus: Virtual University Tours barriers,university,tours\n",
      "Fitness Challenges: Staying Motivated Celebrity Chef Launches Cooking Show Home Improvement: Installing a New Light Fixture Subscription Model: Is It Worth It? installing,subscription,staying\n",
      "Reddit Gold: Celebrating Milestone Posts Vinyl Cutting: Personalized Stickers Side Hustles: Earn Extra Income gold,milestone,reddit\n",
      "Yoga for Beginners: Simple Poses to Try Productivity Hacks: Pomodoro Method Trending: Celebrity Activism at Climate Rally Candle Making: Scented and Decorative Ideas activism,try,trending\n",
      "Heart Health: Reducing Cholesterol Naturally Return Policy: Know Your Consumer Rights Destination Weddings: Planning Tips weddings,planning,policy\n",
      "Stock Market Overview: Today’s Biggest Gainers Smart Speakers: AI Assistant Showdown User Recommendations: Top Rated by Peers ai,stock,speakers\n",
      "Online Whiteboards: Collaborative Study Computer Monitors: 4K vs. Ultrawide online,vs,ultrawide\n",
      "Stress Relief: Relaxation Music Playlist Viral Dance Challenge: TikTok Stars Shine Home Wi-Fi Tips: Boosting Your Signal wi,shine,dance\n",
      "Gaming Console Wars: PS vs. Xbox vs. Switch Local Update: City Council Approves Road Plan Budget Travel Hacks: Save on Accommodation vs,accommodation,wars\n",
      "Self-Learning Platforms: Taking Initiative Box Set Unboxing: Collector’s Edition Trends Etsy Spotlight: Creative Handmade Items Healthy Smoothies: Easy Breakfast Ideas box,learning,items\n",
      "Voice Command: Smart Home Automation Stress Relief: Relaxation Music Playlist Travel Gear: Best Lightweight Luggage New Movie Trailer: Blockbuster Sequel Drops automation,trailer,stress\n",
      "Best Tech Podcasts: Weekly Must-Listen Group Fitness: Benefits of Exercising Together fitness,weekly,listen\n",
      "Product Bundles: Save More When You Combine Mental Health Awareness: Coping Strategies Behind the Scenes: Filming Location Secrets Productivity Hacks: Pomodoro Method mental,productivity,method\n",
      "Community Spotlight: Notable Members DIY Plumbing: Replacing a Showerhead High-Yield Savings Accounts: Comparison Reality TV Recap: Most Shocking Eliminations accounts,tv,spotlight\n",
      "Wireless Charging: Myths and Facts Instagram Challenges: Growing Your Audience wireless,growing,facts\n",
      "Buyer’s Remorse? Hassle-Free Returns Volunteer Travel: Make a Difference Abroad abroad,buyer,difference\n",
      "Language Certification: TOEFL, IELTS Tips Dental Care: Secrets to a Brighter Smile Etsy Spotlight: Creative Handmade Items ielts,toefl,handmade\n",
      "Dollhouse Miniatures: Tiny Furniture Making Twitter Poll: Pick the Next Charity Event Working Holiday Visas: Countries That Offer Them Tech Jobs: Skills In-Demand Right Now offer,right,furniture\n",
      "Healthy Habits for Kids: Family Fitness Learning Styles: Visual, Auditory, Kinesthetic Data Security: Protecting Your Digital Life Local Cuisine: Best Seafood in Coastal Towns learning,towns,styles\n",
      "Update: Urban Development Plans Unveiled Language Exchange: Practicing with Natives Best Practices: Dealing with Trolls Cloud Storage: Comparing Popular Services best,unveiled,trolls\n",
      "Breaking: Major Earthquake Hits Coastal Region Red Carpet Rundown: Who Wore It Best? rundown,wore,hits\n",
      "Review: Latest Foldable Phone Launch Analysis: Shifts in Global Power Dynamics Homeschooling Guide: Curriculum Planning Tax-Free Investments: Municipal Bonds Overview analysis,shifts,review\n",
      "Casting Rumors: Fans Speculate Next Big Role Consumer Alert: Food Recall Expanded Computer Monitors: 4K vs. Ultrawide Group Fitness: Benefits of Exercising Together alert,ultrawide,speculate\n",
      "Upcycling Clothes: Fashion Makeovers Spotlight: Rising Food Prices Spark Debate Destination Weddings: Planning Tips makeovers,rising,destination\n",
      "Tablet Showdown: iPad vs. Android Comedy Special: Stand-Up Star Returns to Stage DIY Repair: Fixing a Leaky Faucet Nutrition Myths: Debunked by Experts leaky,star,stand\n",
      "Deal Alert: Electronics Clearance Sale Tablet Showdown: iPad vs. Android electronics,alert,android\n",
      "Wellness Retreats: Top Destinations Forex Trading: Beginner’s Guide Couchsurfing: Pros, Cons, and Safety Facebook Marketplace: Tips to Sell Faster beginner,tips,sell\n",
      "Data Security: Protecting Your Digital Life Fan Art Showcase: Creative Tributes to Icons art,protecting,life\n",
      "Headline: Historic Peace Agreement Signed Couchsurfing: Pros, Cons, and Safety Public Speaking Skills: Overcoming Stage Fright Return Policy: Know Your Consumer Rights agreement,stage,speaking\n",
      "Travel Insurance: Understanding Coverage Essay Writing: Structure and Style coverage,essay,insurance\n",
      "Men’s Health: Prostate and Heart Care 5G Explained: What It Means for You heart,prostate,care\n",
      "Must-Try Adventures: Skydiving and More Critical Thinking: Exercises to Develop Logic Stock Watchlist: Trending Companies to Track adventures,trending,track\n",
      "Shopping Tip: Credit Card Rewards Explained Oscars Throwback: Memorable Acceptance Speeches Study Abroad: Choosing the Right Program abroad,tip,memorable\n",
      "Shopping App Features: One-Click Buy Embroidery Stitches: Learning the Basics app,learning,shopping\n",
      "Community Guidelines: Best Practices Customer Review: 5 Stars for Home Appliance appliance,best,practices\n",
      "Penny Stocks: Potential Risks and Rewards Creative Writing: Crafting a Compelling Story Breaking: Fire Breaks Out at Historic Museum writing,story,potential\n",
      "Subreddit Thread: AMA with Industry Expert Cake Decorating: Fondant and Frosting Tricks Digital Libraries: Accessing Rare Books Earnings Season: What Investors Need to Watch accessing,thread,subreddit\n",
      "Financial Goals: Short, Medium, Long Term Math Resources: Algebra, Calculus, and More algebra,calculus,financial\n",
      "Destination Spotlight: Tropical Island Escapes Healthy Skin: Skincare Routine Essentials spotlight,routine,tropical\n",
      "Deal Alert: Electronics Clearance Sale Productivity Apps: Top Picks for Busy People Twitch Stream: Community Gaming Night alert,apps,busy\n",
      "Gaming PC Build: Budget to High-End Chronic Pain Management: Therapist Insights Reading Lists: Classics and Modern Must-Reads Family Vacation: Kid-Friendly Destinations budget,pc,management\n",
      "DIY Gaming Table: Building a Custom Setup Instagram Challenges: Growing Your Audience instagram,growing,gaming\n",
      "Live Streaming Setup: Essential Gear Guidebook Roundup: Which One Is Best? best,essential,gear\n",
      "Online Whiteboards: Collaborative Study Celebrity Homes: Exclusive Photo Tour Culinary Tour: Best Street Foods Worldwide Financial Goals: Short, Medium, Long Term tour,online,term\n",
      "Payment Methods: Guide to Online Wallets Sleep Hygiene: Ways to Improve Rest methods,rest,payment\n",
      "Morning Brief: Top Five Stories You Need to Know Digital Nomad Life: Remote Work Abroad Home Office Setup: Essential Gear DIY Hydroponics: Indoor Gardening Setup setup,abroad,stories\n",
      "Personal Budgeting: 50/30/20 Rule Explained DIY Gaming Table: Building a Custom Setup Online Support Group: Mental Health Check-In Box Office Report: Weekend Numbers Soar explained,setup,gaming\n",
      "Immunity Boost: Natural Remedies Celebrity Milestones: Anniversaries and Achievements achievements,immunity,anniversaries\n",
      "Tech Jobs: Skills In-Demand Right Now Travel Budget Calculator: Plan Your Expenses Return Policy: Know Your Consumer Rights budget,calculator,consumer\n",
      "Best Sellers: Fashion Trends for Summer Economic Calendar: Key Dates to Know trends,fashion,economic\n",
      "Home Office Setup: Essential Gear Morning Brief: Top Five Stories You Need to Know Allergy Advice: Seasonal Triggers and Solutions need,morning,seasonal\n",
      "Laptop Cooling: Prevent Overheating Variety Show: Comedy Skits and Musical Acts Slack Workspace: Startup Collaboration Hub Candle Making: Scented and Decorative Ideas acts,variety,startup\n",
      "Fitness Routine: 10-Minute Home Workout Research Papers: How to Find Scholarly Articles workout,articles,home\n",
      "Registered Dietitian Q&A: Ask the Expert Music Chart Update: Who Topped the Billboard? MOOCs: Free University-Level Classes ask,billboard,update\n",
      "Viral Meme: The Internet’s Latest Sensation Wire Sculpting: Beginner’s Guide Destination Weddings: Planning Tips Tablet Showdown: iPad vs. Android android,vs,viral\n",
      "Personal Budgeting: 50/30/20 Rule Explained Streaming Picks: Top Shows You Missed Local Cuisine: Best Seafood in Coastal Towns shows,personal,rule\n",
      "Open-Source Software: Alternatives to Paid Apps Mentorship Programs: Finding a Mentor Men’s Health: Prostate and Heart Care alternatives,mentorship,mentor\n",
      "E-Readers: Best for Book Lovers Crowdfunding Success: Sharing Tactics Language Exchange: Practicing with Natives sharing,lovers,language\n",
      "Candle Making: Scented and Decorative Ideas Skill-Based Courses: Graphic Design, Cooking, Etc. Working Out at Home: Minimal Equipment Needed working,making,ideas\n",
      "Video Game Adaptations: Hits and Misses Community Guidelines: Best Practices adaptations,practices,misses\n",
      "Mobile Checkout: Fast and Secure Focus: The Rise of Independent Media Outlets media,independent,outlets\n",
      "Trending: Celebrity Activism at Climate Rally Photography Tips: Capturing Better Portraits activism,rally,portraits\n",
      "Foreign Correspondent: Tensions Escalate Overseas SAT/ACT Prep: Strategy and Practice Voice Assistants: Privacy Concerns Explained Animation Showcase: Upcoming Releases act,voice,upcoming\n",
      "Home Decor: Trending Minimalist Styles Future Tech: Robots in Everyday Life minimalist,trending,life\n",
      "Breaking: Fire Breaks Out at Historic Museum Top Deals: Daily Tech Discounts breaking,breaks,daily\n",
      "Math Resources: Algebra, Calculus, and More Resin Art: Coasters and Jewelry Interview: Lawmaker Discusses Climate Policies Musical Collaboration: Two Superstars Team Up interview,lawmaker,jewelry\n",
      "Language Barriers: Tips for Communication Time Management: Tools for Students TikTok Duet Challenge: Join the Fun Resin Art: Coasters and Jewelry language,management,resin\n",
      "Product Bundles: Save More When You Combine Gardening Basics: Starting a Vegetable Patch Earnings Season: What Investors Need to Watch Film Festival Preview: Must-See Indies gardening,investors,indies\n",
      "Tablet Showdown: iPad vs. Android Comparison Chart: Subscription Box Services Dietary Supplements: Pros and Cons Travel Journal: Documenting Every Mile vs,journal,ipad\n",
      "Budget Spreadsheet: Free Templates DIY Gaming Table: Building a Custom Setup custom,setup,spreadsheet\n",
      "Study Abroad: Choosing the Right Program Breaking: Government Announces Stimulus Package abroad,announces,breaking\n",
      "Registered Dietitian Q&A: Ask the Expert Smart Home Setup: Best Devices to Start Research Papers: How to Find Scholarly Articles Sustainable Travel: Eco-Friendly Tips eco,research,setup\n",
      "Pinterest Board: DIY Craft Inspiration Opinion: Education Reform Needed Now Essay Writing: Structure and Style needed,style,structure\n",
      "Editorial: Supporting Local Journalism International Shipping: Customs and Duties Digital Libraries: Accessing Rare Books Laptop Buyer’s Guide: Specs That Matter libraries,local,rare\n",
      "Morning Brief: Top Five Stories You Need to Know Upcycling Clothes: Fashion Makeovers Gaming Console Wars: PS vs. Xbox vs. Switch Retirement Planning: 401(k) vs. IRA vs,makeovers,wars\n",
      "Dividend Stocks: Building a Passive Portfolio Online Moderation: Advanced Techniques passive,online,moderation\n",
      "Local Update: City Council Approves Road Plan Instagram Reels: Fashion Lookbook Trends fashion,trends,approves\n",
      "Online Whiteboards: Collaborative Study Yoga for Beginners: Simple Poses to Try beginners,collaborative,online\n",
      "DIY Home Decor: Upcycling Old Furniture Checkout Security: Protect Your Data Hostel Reviews: Finding Budget Accommodation old,finding,diy\n",
      "Robo-Advisors: Automating Your Investments Ceramics at Home: Simple Clay Projects Opinion: The Future of Renewable Energy advisors,investments,home\n",
      "Peer Learning: Forming Study Groups Pinterest Board: DIY Craft Inspiration Headline: Historic Peace Agreement Signed agreement,study,signed\n",
      "Live Tweet: Sports Game Coverage In-Depth: Effects of Rising Sea Levels Annuities: Pros and Cons for Retirement Research Methodology: Step-by-Step Guide step,annuities,sports\n",
      "Price Tracker: Monitor Product Fluctuations Credential Stacking: Building Expertise Travel Insurance: Understanding Coverage Volunteer Group: Organizing Online Campaign stacking,group,fluctuations\n",
      "Tech Jobs: Skills In-Demand Right Now Editorial: Supporting Local Journalism demand,editorial,jobs\n",
      "Global Conflict: Leaders Call for Ceasefire International Driving Permit: How to Apply Women’s Health: Common Concerns Addressed addressed,apply,ceasefire\n",
      "Box Office Predictions: Summer Blockbusters Stock Market Overview: Today’s Biggest Gainers Wearable Tech: Best Fitness Trackers Collaboration Post: Looking for Partners best,trackers,today\n",
      "Clubhouse Room: Nightly Discussion Group Subscription Model: Is It Worth It? clubhouse,discussion,group\n",
      "Interest Rates: Federal Reserve Updates Open Educational Resources: Free Textbooks open,textbooks,rates\n",
      "Language Certification: TOEFL, IELTS Tips Gardening Basics: Starting a Vegetable Patch basics,vegetable,toefl\n",
      "Research Methodology: Step-by-Step Guide Warehouse Sale: Bulk Discounts Family Vacation: Kid-Friendly Destinations Local Update: City Council Approves Road Plan step,warehouse,research\n",
      "Stock Market Overview: Today’s Biggest Gainers Gift Guide: Birthday Presents for All Ages Mental Health Break: Guided Mindfulness ages,mental,mindfulness\n",
      "Laptop Buyer’s Guide: Specs That Matter Woodworking 101: Building a Simple Shelf Sitcom Retrospective: Where Are They Now? Coding Basics: HTML & CSS Crash Course woodworking,laptop,html\n",
      "Jet Lag Cures: Adjusting to Time Zones Headline: Historic Peace Agreement Signed User Recommendations: Top Rated by Peers adjusting,time,signed\n",
      "Public Speaking Skills: Overcoming Stage Fright Digital Nomad Life: Remote Work Abroad Future Tech: Robots in Everyday Life life,abroad,overcoming\n",
      "401(k) Match: Don’t Leave Free Money Behind Shopping Cart Abandonment: Tips to Recover abandonment,leave,free\n",
      "Cruise Vacation: Comparing Cruise Lines Tablet Showdown: iPad vs. Android Product Bundles: Save More When You Combine cruise,ipad,tablet\n",
      "Healthy Habits for Kids: Family Fitness Economy Watch: Inflation Rates on the Rise kids,rise,rates\n",
      "Superfoods: Adding More Greens to Diet Spotlight: Rising Food Prices Spark Debate Price Match Guarantee: How to Claim adding,guarantee,rising\n",
      "Music Video Premiere: Pop Star’s Latest Hit Flashcards: Memorization Techniques Twitch Stream: Community Gaming Night Profile: Trailblazing Journalist Wins Award award,video,twitch\n",
      "Community Update: Neighborhood Crime Rate Drops Etsy Spotlight: Creative Handmade Items community,creative,crime\n",
      "Exclusive Clip: Sneak Peek of New Series Calligraphy Practice: Beautiful Handwriting TikTok Trend: Viral Dance Explodes Nationwide new,tiktok,sneak\n",
      "Women’s Health: Common Concerns Addressed Photo Editing Tools: Free vs. Paid Flash Deal Countdown: Final Hours addressed,vs,tools\n",
      "Exclusive Interview: Whistleblower Speaks Out Flash Deal Countdown: Final Hours Voice Command: Smart Home Automation automation,command,countdown\n",
      "TV Cancellations: Fans Petition for Renewal Subreddit Thread: AMA with Industry Expert Profile: Trailblazing Journalist Wins Award Traveling Light: Minimalist Packing Tips ama,tv,traveling\n",
      "Telegram Channel: Daily News Updates Destination Weddings: Planning Tips Home Office Setup: Essential Gear Scrapbooking: Creative Ways to Preserve Memories planning,updates,tips\n",
      "TV Show Finale: Fan Reactions Pour In Market Analysis: Global Recession Fears Court Ruling: Landmark Decision on Privacy Checkout Security: Protect Your Data analysis,ruling,recession\n",
      "Brand Loyalty Program: Earn Extra Points Lifelong Learning: Skills to Keep Growing Celebrity Chef Launches Cooking Show Social Listening: Brand Monitoring Tools brand,social,skills\n",
      "Sitcom Retrospective: Where Are They Now? Passive Income Ideas: Make Money While You Sleep sitcom,make,passive\n",
      "Comparison: Budget vs. Premium Brands TV Spin-Off: Beloved Series Gets Reboot TikTok Education: Quick Tutorials on Coding education,reboot,series\n",
      "Women’s Health: Common Concerns Addressed Mega Discount: Year-End Clearance Specials Travel Scams: How to Stay Safe health,travel,stay\n",
      "Influencer Collab: Joint Giveaway Announced Robo-Advisors: Automating Your Investments Laptop Cooling: Prevent Overheating advisors,announced,automating\n",
      "Fan Convention: Highlights and Surprise Guests Economy Watch: Inflation Rates on the Rise Online Whiteboards: Collaborative Study Cake Toppers: 3D Printing Designs whiteboards,rise,rates\n",
      "Couchsurfing: Pros, Cons, and Safety Home Decor: Trending Minimalist Styles cons,couchsurfing,trending\n",
      "Broadway Buzz: New Musical Opens to Rave Reviews Digital Nomad Life: Remote Work Abroad Dividend Stocks: Building a Passive Portfolio TikTok Duet Challenge: Join the Fun abroad,fun,join\n",
      "Fact Check: Viral Claims About Healthcare Costs Spotlight: Rising Actor Lands Breakthrough Role actor,spotlight,role\n",
      "Flash Deal Countdown: Final Hours Home Remedies: Natural Cold and Flu Treatments TikTok Duet Challenge: Join the Fun Photo Editing Tools: Free vs. Paid vs,join,hours\n",
      "Mentorship Programs: Finding a Mentor Profile: Trailblazing Journalist Wins Award Gardening Basics: Starting a Vegetable Patch award,basics,finding\n",
      "Breaking: Tech Giant Announces Global Layoffs Smart Home Security: Cameras and Sensors Flashcards: Memorization Techniques announces,layoffs,security\n",
      "Must-Try Adventures: Skydiving and More Instagram Challenges: Growing Your Audience Quilting Patterns: Modern Designs Passive Income Ideas: Make Money While You Sleep modern,money,make\n",
      "Metalworking: Beginner Welding Tips Celebrity Gossip: Rumors Swirl Around Power Couple beginner,welding,gossip\n",
      "Smart Speakers: AI Assistant Showdown Spotlight: Rising Food Prices Spark Debate ai,assistant,spotlight\n",
      "Editorial: The Role of Social Media in Politics Throwback: Classic Movies Worth Rewatching worth,movies,media\n",
      "Couchsurfing: Pros, Cons, and Safety Live Coverage: Protesters Gather in Capital Financial Goals: Short, Medium, Long Term coverage,short,gather\n",
      "Facebook Group: Parenting Tips and Support DIY Jewelry: Bead and Wire Tutorials Payment Methods: Guide to Online Wallets methods,wallets,tutorials\n",
      "Road Trip Planner: Scenic Routes Research Methodology: Step-by-Step Guide Breaking: Fire Breaks Out at Historic Museum step,breaking,breaks\n",
      "Twitter Poll: Pick the Next Charity Event Sewing Machine Basics: First Stitches Health Alert: New Variant Discovered Brand Loyalty Program: Earn Extra Points alert,stitches,sewing\n",
      "Behind the Music: Producer Tells All Vinyl Cutting: Personalized Stickers Wearable Tech: Best Fitness Trackers City Guide: Top Attractions in Rome wearable,music,guide\n",
      "Streaming Wars: Platform Comparison Healthy Skin: Skincare Routine Essentials Smart Speakers: AI Assistant Showdown healthy,ai,assistant\n",
      "Community Discussion: Cultural Impact of Hit TV Show Photo Editing Tools: Free vs. Paid Mortgage Rates: Refinance or Wait? impact,mortgage,wait\n",
      "Home Brewing: Craft Your Own Beer Credit Card Rewards: Maximizing Perks Mobile Checkout: Fast and Secure fast,perks,mobile\n",
      "Public Speaking Skills: Overcoming Stage Fright Twitter Poll: Pick the Next Charity Event Insurance Policies: Life, Health, Auto Basics life,fright,poll\n",
      "Language Learning: Apps for Quick Progress Retirement Calculator: Are You on Track? Slack Workspace: Startup Collaboration Hub quick,hub,slack\n",
      "Healthy Recipes: Quick and Nutritious Meals Tax-Free Investments: Municipal Bonds Overview STEM Education: Projects and Experiments TV Show Finale: Fan Reactions Pour In bonds,stem,recipes\n",
      "Product Comparison: Top Smartphones Under $500 State Spotlight: Jobs Report by Region region,jobs,report\n",
      "Investigative Report: Corruption in Local Government Painting Techniques: Watercolor Blending Destination Weddings: Planning Tips Facebook Watch Party: Movie Night local,movie,party\n",
      "TikTok Duet Challenge: Join the Fun College Majors: How to Choose Wisely Outdoor Activities: Hiking Tips for Beginners activities,tips,tiktok\n",
      "State Spotlight: Jobs Report by Region Learning Styles: Visual, Auditory, Kinesthetic Product Hunt: Innovative Startups Featured jobs,learning,kinesthetic\n",
      "Instagram Challenges: Growing Your Audience Interview: Lawmaker Discusses Climate Policies interview,lawmaker,audience\n",
      "Graduate School: Application Process Explained Comedy Special: Stand-Up Star Returns to Stage Profile: Trailblazing Journalist Wins Award Retirement Calculator: Are You on Track? application,process,wins\n",
      "Language Learning: Apps for Quick Progress Cake Toppers: 3D Printing Designs apps,toppers,quick\n",
      "Insurance Policies: Life, Health, Auto Basics Weather Report: Storm Warnings in Effect Discord Bot Tips: Streamline Community Chats effect,report,life\n",
      "Cruise Vacation: Comparing Cruise Lines How-To: Saving Money with Coupon Codes Spotlight: Rising Food Prices Spark Debate cruise,food,codes\n",
      "Bond Basics: Safe Haven or Not? Throwback: Classic Movies Worth Rewatching Backpacking Europe: Must-See Destinations Discord Server: Gamers Unite for Tournament backpacking,tournament,throwback\n",
      "Kids’ Corner: Toy Store Deals Metalworking: Beginner Welding Tips beginner,toy,tips\n",
      "Nutrition Labels: Decoding Ingredients Warehouse Sale: Bulk Discounts Cultural Phenomenon: Global K-Pop Invasion Live Streaming Setup: Essential Gear labels,phenomenon,live\n",
      "Snapchat Spotlight: Viral Stories Immunity Boost: Natural Remedies natural,boost,stories\n",
      "Music Video Premiere: Pop Star’s Latest Hit Healthy Living: Importance of Daily Hydration latest,star,daily\n",
      "Strength Training: Beginner’s Weightlifting Tips DIY Repair: Fixing a Leaky Faucet Court Ruling: Landmark Decision on Privacy Social Audio: New Platform Debuts audio,training,tips\n",
      "Musical Collaboration: Two Superstars Team Up Debt Snowball vs. Debt Avalanche Methods Flash Deal Countdown: Final Hours How-To: Speed Up Your Old Computer debt,avalanche,superstars\n",
      "Best Sellers: Fashion Trends for Summer Healthy Smoothies: Easy Breakfast Ideas Stock Watchlist: Trending Companies to Track ideas,breakfast,sellers\n",
      "College Majors: How to Choose Wisely Superfoods: Adding More Greens to Diet adding,choose,college\n",
      "Honeymoon Destinations: Romantic Getaways Special Feature: Education Gap Worries Experts Dietary Supplements: Pros and Cons Product Comparison: Top Smartphones Under $500 comparison,special,smartphones\n",
      "Graduate School: Application Process Explained Twitter Trends: Daily Analytics Recap analytics,school,recap\n",
      "TV Cancellations: Fans Petition for Renewal Passive Income Ideas: Make Money While You Sleep fans,tv,passive\n",
      "Open-Source Software: Alternatives to Paid Apps Money Management Apps: Top Picks DIY Pet Projects: Homemade Cat Toys Buyer’s Guide: Best Laptops for Students apps,laptops,source\n",
      "401(k) Rollover: Steps to Consolidate Discord Bot Tips: Streamline Community Chats Programming Tutorial: Learn Python Basics Cosplay Guide: Crafting Detailed Costumes detailed,steps,streamline\n",
      "Penny Stocks: Potential Risks and Rewards Return Policy: Know Your Consumer Rights consumer,know,penny\n",
      "Holistic Health: Integrative Medicine Explained Compound Interest: The Power of Long-Term Growth compound,term,power\n",
      "Passive Income Ideas: Make Money While You Sleep Backpacking Europe: Must-See Destinations backpacking,destinations,europe\n",
      "Annuities: Pros and Cons for Retirement DIY Pet Projects: Homemade Cat Toys annuities,cat,cons\n",
      "Interest Rates: Federal Reserve Updates Influencer Marketing: Tips for Growth federal,updates,reserve\n",
      "Global Headlines: UN Summit Concludes Cake Decorating: Fondant and Frosting Tricks Warehouse Sale: Bulk Discounts global,tricks,summit\n",
      "Consumer Alert: Food Recall Expanded Speed Reading: Techniques to Read Faster Retirement Planning: 401(k) vs. IRA alert,speed,retirement\n",
      "Holistic Health: Integrative Medicine Explained Compound Interest: The Power of Long-Term Growth Mentorship Programs: Finding a Mentor Smartphone Showdown: iOS vs. Android android,term,smartphone\n",
      "Beginner’s Guide: Building Credit History Painting Techniques: Watercolor Blending watercolor,guide,techniques\n",
      "Destination Spotlight: Tropical Island Escapes Laptop Cooling: Prevent Overheating Fulfillment Center: Behind the Scenes TV Cancellations: Fans Petition for Renewal laptop,renewal,fans\n",
      "Backpacking Europe: Must-See Destinations Variety Show: Comedy Skits and Musical Acts comedy,destinations,skits\n",
      "Dividend Stocks: Building a Passive Portfolio Facebook Watch Party: Movie Night night,stocks,portfolio\n",
      "Mindful Eating: How to Avoid Overeating Behind the Music: Producer Tells All Travel Photography: Capturing Landmarks Coding Basics: HTML & CSS Crash Course avoid,producer,photography\n",
      "Essay Writing: Structure and Style How-To: Saving Money with Coupon Codes Casting Rumors: Fans Speculate Next Big Role Airport Lounge Access: VIP Perks Explained writing,role,money\n",
      "Frequent Flyer Programs: Maximizing Points Box Office Predictions: Summer Blockbusters Best Sellers: Fashion Trends for Summer summer,best,blockbusters\n",
      "Papercraft: Origami and Kirigami Instagram Reels: Fashion Lookbook Trends fashion,instagram,kirigami\n",
      "Earnings Season: What Investors Need to Watch Cultural Etiquette: Dos and Don’ts Abroad Cloud Storage: Comparing Popular Services abroad,popular,investors\n",
      "Productivity Hacks: Pomodoro Method Tech Startup Spotlight: Innovative Solutions method,pomodoro,startup\n",
      "Crowdfunding Success: Sharing Tactics Mental Health Break: Guided Mindfulness Road Trip Planner: Scenic Routes Financial Literacy: Teaching Kids About Money break,planner,road\n",
      "DIY Gaming Table: Building a Custom Setup Opinion: Balancing National Security and Civil Liberties Community Guidelines: Best Practices table,liberties,guidelines\n",
      "TV Pilot Season: What’s Coming Next Year Browser Extensions: Productivity Boosters year,boosters,browser\n",
      "Snapchat Spotlight: Viral Stories Casting Rumors: Fans Speculate Next Big Role Computer Monitors: 4K vs. Ultrawide Skill-Based Courses: Graphic Design, Cooking, Etc. based,role,monitors\n",
      "Hostel Reviews: Finding Budget Accommodation Trend Alert: Short-Form Comedy Videos Coding Bootcamps: Are They Worth It? accommodation,videos,trend\n",
      "Creative Writing: Crafting a Compelling Story Small Business Loans: How to Qualify Nutrition Labels: Decoding Ingredients Budget Travel Hacks: Save on Accommodation accommodation,travel,story\n",
      "Digital Libraries: Accessing Rare Books Trending: Grassroots Initiatives Gain Momentum accessing,rare,momentum\n",
      "Healthcare Access: Tips for Finding Providers Scandal: High-Profile Politician Resigns Jet Lag Cures: Adjusting to Time Zones access,tips,time\n",
      "Holistic Health: Integrative Medicine Explained Product Hunt: Innovative Startups Featured explained,featured,health\n",
      "Stunt Performers: Unsung Heroes of Action Films Cultural Etiquette: Dos and Don’ts Abroad abroad,action,ts\n",
      "Healthy Recipes: Quick and Nutritious Meals Robo-Advisors: Automating Your Investments DIY Gaming Table: Building a Custom Setup meals,quick,recipes\n",
      "Regional Festivals: Timeless Cultural Events Future Tech: Robots in Everyday Life Box Office Report: Weekend Numbers Soar box,cultural,events\n",
      "Community Spotlight: Notable Members International Driving Permit: How to Apply Weather Report: Storm Warnings in Effect Digital Libraries: Accessing Rare Books accessing,members,libraries\n",
      "DIY Gaming Table: Building a Custom Setup Travel Forums: Get Advice from Locals advice,table,setup\n",
      "Market Sentiment: Bull vs. Bear Guidebook Roundup: Which One Is Best? bear,sentiment,roundup\n",
      "Special Feature: Education Gap Worries Experts Nutrition Labels: Decoding Ingredients Drone Regulations: Flying Legally Home Decor: Trending Minimalist Styles worries,labels,minimalist\n",
      "Opinion: The Future of Renewable Energy Etsy Spotlight: Creative Handmade Items Beginner’s Guide: Building Credit History Collaboration Post: Looking for Partners renewable,items,partners\n",
      "Real Estate Crowdfunding: The Basics Home Improvement: Installing a New Light Fixture fixture,new,light\n",
      "Fandom Discussion: Fan Theories Explained Tax Deductions: Maximizing Your Refund Smart Speakers: AI Assistant Showdown maximizing,theories,refund\n",
      "Computer Monitors: 4K vs. Ultrawide Streaming Wars: Platform Comparison Vehicle Maintenance: Basic Car Repairs maintenance,vehicle,ultrawide\n",
      "New Collection: Designer Fashion Drop Financial Independence: FIRE Movement Explained Backpacking Europe: Must-See Destinations europe,backpacking,collection\n",
      "Exclusive Pre-Sale: VIP Access Only Healthy Living: Importance of Daily Hydration Latest Tech News: Gadget Roundup access,vip,living\n",
      "Voice Assistants: Privacy Concerns Explained Home Decor: Trending Minimalist Styles TV Spin-Off: Beloved Series Gets Reboot voice,tv,privacy\n",
      "Tech Startup Spotlight: Innovative Solutions DIY Chalk Paint: Upcycling Furniture upcycling,chalk,tech\n",
      "Crowdfunding Success: Sharing Tactics International Relations: Trade Talks Resume Finding Cheap Flights: Comparison Sites cheap,comparison,crowdfunding\n",
      "Digital Libraries: Accessing Rare Books Gaming Console Wars: PS vs. Xbox vs. Switch vs,accessing,switch\n",
      "Breaking: Tech Giant Announces Global Layoffs Discord Bot Tips: Streamline Community Chats Critical Thinking: Exercises to Develop Logic develop,global,giant\n",
      "Creative Writing: Crafting a Compelling Story State of the Economy: Market Volatility Continues 401(k) Rollover: Steps to Consolidate writing,market,rollover\n",
      "Tech History: Milestones in Computing Heart Health: Reducing Cholesterol Naturally cholesterol,computing,health\n",
      "Court Ruling: Landmark Decision on Privacy Penny Stocks: Potential Risks and Rewards stocks,court,decision\n",
      "Digital Libraries: Accessing Rare Books Fitness Routine: 10-Minute Home Workout accessing,books,digital\n",
      "Smart Speakers: AI Assistant Showdown Buyer’s Remorse? Hassle-Free Returns Flight Delays: Passenger Rights ai,passenger,hassle\n",
      "Instagram Reels: Fashion Lookbook Trends DIY Patio: Building a Deck from Scratch Box Office Report: Weekend Numbers Soar Exam Prep: Top Study Guides and Resources lookbook,instagram,guides\n",
      "Fandom Discussion: Fan Theories Explained Stock Watchlist: Trending Companies to Track Professional Certifications: Boost Your Resume boost,trending,track\n",
      "Real Estate Crowdfunding: The Basics DIY Electronics: Arduino Starter Projects Subscription Model: Is It Worth It? Fitness Routine: 10-Minute Home Workout home,subscription,starter\n",
      "Online Whiteboards: Collaborative Study Soap Making: Melt and Pour Method Mortgage Approval: Strengthening Your Application melt,study,strengthening\n",
      "Airport Lounge Access: VIP Perks Explained Spotlight: Rising Food Prices Spark Debate Home Decor: Trending Minimalist Styles MOOC Forums: Engage with Classmates access,vip,trending\n",
      "Checkout Security: Protect Your Data Distance Learning Tools: Video Conferencing Basics Opinion: Education Reform Needed Now Live Streaming Setup: Essential Gear essential,security,setup\n",
      "Facebook Watch Party: Movie Night Update: New Regulations on Electric Vehicles MOOCs: Free University-Level Classes DIY Home Decor: Upcycling Old Furniture new,movie,moocs\n",
      "TikTok Trend: Viral Dance Explodes Nationwide Shopping Tip: Credit Card Rewards Explained Quiz and Trivia Sites: Fun Learning Tools Voice Actor Interview: Bringing Characters to Life life,trivia,trend\n",
      "Public Safety: Tips for Emergency Preparedness Music Video Premiere: Pop Star’s Latest Hit video,tips,latest\n",
      "Exclusive Interview: Whistleblower Speaks Out Daily Deals: Curated Discounts Under $20 whistleblower,exclusive,discounts\n",
      "Credit Score Guide: Improving Your Rating SAT/ACT Prep: Strategy and Practice Electronics Repair: Soldering Tutorials Airbnb Experiences: Unique Local Tours act,tours,strategy\n",
      "Honeymoon Destinations: Romantic Getaways Credit Score Guide: Improving Your Rating Celebrity Chef Launches Cooking Show improving,honeymoon,guide\n",
      "Credential Stacking: Building Expertise International Shipping: Customs and Duties Reddit Poll: Favorite Online Platforms Headline: Historic Peace Agreement Signed international,favorite,poll\n",
      "Computer Monitors: 4K vs. Ultrawide Ceramics at Home: Simple Clay Projects Crypto Wallets: Keeping Digital Assets Safe Heart Health: Reducing Cholesterol Naturally home,naturally,wallets\n",
      "Shopping Cart Abandonment: Tips to Recover Gold vs. Silver: Precious Metals Debate abandonment,cart,debate\n",
      "Annuities: Pros and Cons for Retirement Crochet Basics: Granny Squares annuities,basics,cons\n",
      "How-To Guide: Building a Follower Base Photo Editing Tools: Free vs. Paid Photography Tips: Capturing Better Portraits Dietary Supplements: Pros and Cons base,photography,portraits\n",
      "DIY Pet Projects: Homemade Cat Toys Travel Gear: Best Lightweight Luggage projects,homemade,gear\n",
      "Recommerce: Second-Hand Market on the Rise Credential Stacking: Building Expertise Profile: Trailblazing Journalist Wins Award award,building,credential\n",
      "Leather Crafting: Simple Wallet Project Foreign Correspondent: Tensions Escalate Overseas Healthy Recipes: Quick and Nutritious Meals Cross-Country Train Ride: A Unique Experience experience,meals,wallet\n",
      "High-Yield Savings Accounts: Comparison Eco-Friendly Projects: Using Recycled Materials Critical Thinking: Exercises to Develop Logic accounts,thinking,savings\n",
      "Mobile Checkout: Fast and Secure Robo-Advisors: Automating Your Investments Broadway Buzz: New Musical Opens to Rave Reviews advisors,automating,broadway\n",
      "Language Immersion: Best Countries to Learn Gaming Accessories: Keyboards and Mice accessories,learn,immersion\n",
      "Debt Snowball vs. Debt Avalanche Methods Music Video Premiere: Pop Star’s Latest Hit Mental Health Break: Guided Mindfulness E-Readers: Best for Book Lovers debt,hit,health\n",
      "Politics: Senate Debates Tax Reform Math Resources: Algebra, Calculus, and More algebra,tax,calculus\n",
      "Wellness Retreats: Top Destinations Financial Goals: Short, Medium, Long Term State of the Economy: Market Volatility Continues Fan Convention: Highlights and Surprise Guests wellness,short,guests\n",
      "DIY Garden Pond: Setting Up a Water Feature Comparison Chart: Subscription Box Services water,subscription,setting\n",
      "TikTok Education: Quick Tutorials on Coding Habits Tracker: Building Consistency Credential Stacking: Building Expertise building,credential,expertise\n",
      "DIY Hydroponics: Indoor Gardening Setup Registered Dietitian Q&A: Ask the Expert hydroponics,indoor,registered\n",
      "Weather Report: Storm Warnings in Effect Men’s Health: Prostate and Heart Care care,storm,report\n",
      "Review: Latest Foldable Phone Launch Top Deals: Daily Tech Discounts Subreddit Thread: AMA with Industry Expert Crochet Basics: Granny Squares industry,launch,phone\n",
      "Math Resources: Algebra, Calculus, and More Opinion: Balancing National Security and Civil Liberties Mobile Checkout: Fast and Secure Casting Rumors: Fans Speculate Next Big Role role,liberties,national\n",
      "Interview: Lawmaker Discusses Climate Policies Tourist Traps: Avoiding Overrated Spots Programming Tutorial: Learn Python Basics Crowdfunding Success: Sharing Tactics tutorial,python,programming\n",
      "TikTok Duet Challenge: Join the Fun College Majors: How to Choose Wisely majors,tiktok,join\n",
      "Thesis Writing: Structure and Guidelines Personal Budgeting: 50/30/20 Rule Explained budgeting,explained,guidelines\n",
      "New Movie Trailer: Blockbuster Sequel Drops Allergy Advice: Seasonal Triggers and Solutions new,advice,allergy\n",
      "Virtual Event: Community Meetup Online Cake Toppers: 3D Printing Designs Destination Weddings: Planning Tips weddings,virtual,online\n",
      "Snapchat Spotlight: Viral Stories Travel Journal: Documenting Every Mile International Relations: Trade Talks Resume relations,resume,documenting\n",
      "Daily Deals: Curated Discounts Under $20 Online Campus: Virtual University Tours Self-Care Essentials: Journaling and More Money Management Apps: Top Picks apps,tours,self\n",
      "Nutrition Myths: Debunked by Experts Budget Spreadsheet: Free Templates Breaking: Major Earthquake Hits Coastal Region Drone Footage: Capturing Epic Aerial Shots aerial,templates,spreadsheet\n",
      "Airport Lounge Access: VIP Perks Explained E-Readers: Best for Book Lovers access,airport,best\n",
      "Editorial: The Role of Social Media in Politics Working Out at Home: Minimal Equipment Needed Remote Work Tools: Collaboration Software Variety Show: Comedy Skits and Musical Acts acts,variety,tools\n",
      "Patio Furniture Sale: Limited Stock Moderation 101: Keeping Forums Civil Economic Calendar: Key Dates to Know Cloud Storage: Comparing Popular Services calendar,stock,services\n",
      "Exam Prep: Top Study Guides and Resources Cake Decorating: Fondant and Frosting Tricks fondant,tricks,prep\n",
      "Cryptocurrency News: Bitcoin Price Surge Mindful Eating: How to Avoid Overeating Destination Spotlight: Tropical Island Escapes avoid,surge,spotlight\n",
      "Graduate School: Application Process Explained Exclusive Clip: Sneak Peek of New Series Online Moderation: Advanced Techniques Stock Market Indices: NASDAQ vs. S&P 500 advanced,vs,stock\n",
      "Market Sentiment: Bull vs. Bear Flash Sale: Grab Deals Before They’re Gone bear,bull,deals\n",
      "College Majors: How to Choose Wisely Economy Watch: Inflation Rates on the Rise wisely,watch,choose\n",
      "Personal Budgeting: 50/30/20 Rule Explained Mentorship Programs: Finding a Mentor mentorship,personal,budgeting\n",
      "City Guide: Top Attractions in Rome Passive Income Ideas: Make Money While You Sleep Customer Service Chat: Resolving Order Issues Gardening Basics: Starting a Vegetable Patch make,order,money\n",
      "Box Office Predictions: Summer Blockbusters Politics: Senate Debates Tax Reform Product Bundles: Save More When You Combine blockbusters,box,bundles\n",
      "Court Ruling: Landmark Decision on Privacy Forex Trading: Beginner’s Guide Throwback: Classic Movies Worth Rewatching User-Generated Content: Success Stories movies,user,trading\n",
      "Gardening Basics: Starting a Vegetable Patch Study Abroad: Choosing the Right Program Backpacking Europe: Must-See Destinations Virtual Reality: Top Headsets Reviewed abroad,virtual,program\n",
      "Bond Basics: Safe Haven or Not? Culinary Tour: Best Street Foods Worldwide Streaming Picks: Top Shows You Missed basics,tour,street\n",
      "Guidebook Roundup: Which One Is Best? Beginner’s Guide: Building Credit History roundup,beginner,best\n",
      "Deal Alert: Electronics Clearance Sale Creative Writing: Crafting a Compelling Story International Relations: Trade Talks Resume alert,talks,story\n",
      "Flashcards: Memorization Techniques Retirement Planning: 401(k) vs. IRA flashcards,ira,memorization\n",
      "Market Analysis: Global Recession Fears Local Cuisine: Best Seafood in Coastal Towns Celebrity Gossip: Rumors Swirl Around Power Couple Buyer’s Guide: Best Laptops for Students best,fears,seafood\n",
      "Digital Libraries: Accessing Rare Books Casting Rumors: Fans Speculate Next Big Role accessing,speculate,big\n",
      "Viral Meme: The Internet’s Latest Sensation In-Depth: Effects of Rising Sea Levels Wireless Charging: Myths and Facts Online Auction: Rare Collectibles Bidding wireless,myths,latest\n",
      "Learning Styles: Visual, Auditory, Kinesthetic Opinion: The Future of Renewable Energy Bond Basics: Safe Haven or Not? auditory,styles,safe\n",
      "Spotlight: Rising Food Prices Spark Debate Healthy Habits for Kids: Family Fitness Financial Goals: Short, Medium, Long Term long,rising,medium\n",
      "Credit Score Guide: Improving Your Rating Economy Watch: Inflation Rates on the Rise watch,credit,economy\n",
      "Social Listening: Brand Monitoring Tools Volunteer Travel: Make a Difference Abroad abroad,tools,social\n",
      "Analysis: Impact of New Tax Policy on Small Businesses Flight Delays: Passenger Rights Shopping Tip: Credit Card Rewards Explained impact,policy,tip\n",
      "Celebrity Gossip: Rumors Swirl Around Power Couple Top Deals: Daily Tech Discounts swirl,power,gossip\n",
      "Niche Community: Hobbyists Unite Opinion: Education Reform Needed Now Sitcom Retrospective: Where Are They Now? reform,needed,niche\n",
      "Robo-Advisors: Automating Your Investments Facebook Marketplace: Tips to Sell Faster Gaming Console Wars: PS vs. Xbox vs. Switch Critical Thinking: Exercises to Develop Logic vs,advisors,tips\n",
      "Vinyl Cutting: Personalized Stickers Shopping Cart Abandonment: Tips to Recover abandonment,recover,shopping\n",
      "Fitness Challenges: Staying Motivated Consumer Alert: Food Recall Expanded alert,staying,food\n",
      "Cultural Phenomenon: Global K-Pop Invasion Recommerce: Second-Hand Market on the Rise phenomenon,cultural,second\n",
      "Price Tracker: Monitor Product Fluctuations Budget Travel Hacks: Save on Accommodation SAT/ACT Prep: Strategy and Practice accommodation,act,budget\n",
      "Sitewide Promotion: Free Shipping Weekend Yoga for Beginners: Simple Poses to Try shipping,weekend,try\n",
      "Smart Home Setup: Best Devices to Start Moderation 101: Keeping Forums Civil Crypto Wallets: Keeping Digital Assets Safe keeping,wallets,safe\n",
      "Smart Speakers: AI Assistant Showdown Update: New Regulations on Electric Vehicles ai,speakers,smart\n",
      "Flash Sale: Grab Deals Before They’re Gone Smart Home Setup: Best Devices to Start home,flash,devices\n",
      "E-Readers: Best for Book Lovers User Recommendations: Top Rated by Peers lovers,best,book\n",
      "Album Review: Critic’s Take on New Release Productivity Apps: Top Picks for Busy People album,new,people\n",
      "Graduate School: Application Process Explained Press Release: Mayor Addresses Housing Crisis Voice Command: Smart Home Automation Reddit Poll: Favorite Online Platforms addresses,smart,school\n",
      "Interest Rates: Federal Reserve Updates Cake Decorating: Fondant and Frosting Tricks fondant,tricks,reserve\n",
      "Working Out at Home: Minimal Equipment Needed Math Resources: Algebra, Calculus, and More algebra,math,minimal\n",
      "Interview: Lawmaker Discusses Climate Policies Digital Libraries: Accessing Rare Books accessing,books,climate\n",
      "Computer Monitors: 4K vs. Ultrawide Learning Styles: Visual, Auditory, Kinesthetic LinkedIn Pulse: Thought Leaders Share Insights Exclusive Clip: Sneak Peek of New Series sneak,new,pulse\n",
      "Must-Try Adventures: Skydiving and More Group Fitness: Benefits of Exercising Together Top Deals: Daily Tech Discounts adventures,tech,skydiving\n",
      "Backpacking Europe: Must-See Destinations Community Guidelines: Best Practices MOOCs: Free University-Level Classes backpacking,practices,university\n",
      "Online Whiteboards: Collaborative Study Music Chart Update: Who Topped the Billboard? Group Fitness: Benefits of Exercising Together whiteboards,group,fitness\n",
      "Product Hunt: Innovative Startups Featured Peer Learning: Forming Study Groups featured,forming,groups\n",
      "Update: New Regulations on Electric Vehicles Travel Scams: How to Stay Safe Influencer Marketing: Tips for Growth Nutrition Myths: Debunked by Experts influencer,stay,marketing\n",
      "Fulfillment Center: Behind the Scenes Backpacking Europe: Must-See Destinations backpacking,center,scenes\n",
      "Economic Calendar: Key Dates to Know Cultural Etiquette: Dos and Don’ts Abroad Instagram Reels: Fashion Lookbook Trends DIY Plumbing: Replacing a Showerhead abroad,ts,showerhead\n",
      "Fulfillment Center: Behind the Scenes Retirement Calculator: Are You on Track? Twitter Trends: Daily Analytics Recap twitter,analytics,calculator\n",
      "Social Audio: New Platform Debuts Tech Deals: Discounts on Gadgets This Week Vinyl Cutting: Personalized Stickers audio,vinyl,tech\n",
      "Luxury Travel: High-End Resorts to Consider Miniature Painting: Tabletop Gaming Figures Stock Market Indices: NASDAQ vs. S&P 500 Shopping Cart Abandonment: Tips to Recover abandonment,tips,tabletop\n",
      "Music Video Premiere: Pop Star’s Latest Hit Tech Startup Spotlight: Innovative Solutions Cultural Etiquette: Dos and Don’ts Abroad Fulfillment Center: Behind the Scenes abroad,ts,tech\n",
      "Painting Techniques: Watercolor Blending Winter Wonderland: Ski Resort Guide Consumer Alert: Food Recall Expanded Real Estate Crowdfunding: The Basics alert,watercolor,techniques\n",
      "Personal Budgeting: 50/30/20 Rule Explained Creative Writing: Crafting a Compelling Story Meditation Guide: Finding Inner Peace Editorial: The Role of Social Media in Politics budgeting,story,social\n",
      "Research Papers: How to Find Scholarly Articles Exclusive Pre-Sale: VIP Access Only Voice Assistants: Privacy Concerns Explained Social Media Feud: Musicians Clash on Twitter access,musicians,pre\n",
      "Pet-Friendly Hotels: Taking Your Furry Friend Consumer Alert: Food Recall Expanded Distance Learning Tools: Video Conferencing Basics Small Business Loans: How to Qualify video,recall,loans\n",
      "DIY Robot: Simple Robotics for Beginners TV Spin-Off: Beloved Series Gets Reboot Best Sellers: Fashion Trends for Summer beginners,beloved,best\n",
      "Electric Vehicles: Charging Solutions DIY Robot: Simple Robotics for Beginners vehicles,robot,beginners\n",
      "Photography Tips: Capturing Better Portraits Healthcare Access: Tips for Finding Providers City Guide: Top Attractions in Rome Day Trading Strategies: Technical Analysis 101 tips,access,providers\n",
      "Home Improvement: Installing a New Light Fixture Road Trip Essentials: Packing Checklist Exam Prep: Top Study Guides and Resources checklist,resources,packing\n",
      "Home Office Setup: Essential Gear Passive Income Ideas: Make Money While You Sleep Fitness Challenges: Staying Motivated Investigative Report: Corruption in Local Government challenges,motivated,money\n",
      "DIY Tech: Raspberry Pi Smart Mirror 5G Explained: What It Means for You Social Listening: Brand Monitoring Tools Distance Learning Tools: Video Conferencing Basics tools,basics,tech\n",
      "Breaking: Major Earthquake Hits Coastal Region Tech Stocks: Breaking Earnings Reports breaking,earnings,hits\n",
      "Celebrity Milestones: Anniversaries and Achievements Gaming Accessories: Keyboards and Mice Family Vacation: Kid-Friendly Destinations Beginner’s Guide: Building Credit History guide,keyboards,milestones\n",
      "Laptop Cooling: Prevent Overheating Running Tips: Avoiding Common Injuries Facebook Group: Parenting Tips and Support tips,injuries,overheating\n",
      "Nutrition Labels: Decoding Ingredients Airbnb Experiences: Unique Local Tours Breaking: Tech Giant Announces Global Layoffs Smart Watches: Fitness and Beyond airbnb,tours,tech\n",
      "Shopping App Features: One-Click Buy Self-Care Essentials: Journaling and More Moderation 101: Keeping Forums Civil Speed Reading: Techniques to Read Faster app,moderation,self\n",
      "ETF Comparison: Index Funds vs. Thematic Funds Virtual Event: Community Meetup Online Court Ruling: Landmark Decision on Privacy Vinyl Cutting: Personalized Stickers funds,vs,personalized\n",
      "Sitcom Retrospective: Where Are They Now? Tour Packages: Pros and Cons tour,cons,sitcom\n",
      "Beginner’s Guide: Building Credit History Hashtag Campaign: Raising Awareness for Charity Coupons & Vouchers: Stacking Promotions Destination Weddings: Planning Tips awareness,tips,stacking\n",
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      "New Movie Trailer: Blockbuster Sequel Drops Laptop Buyer’s Guide: Specs That Matter Spotlight: Rising Food Prices Spark Debate Forex Trading: Beginner’s Guide guide,trailer,rising\n",
      "Weather Report: Storm Warnings in Effect Productivity Hacks: Pomodoro Method Passive Income Ideas: Make Money While You Sleep User Feedback: Share Your Experience method,warnings,user\n",
      "Daily Deals: Curated Discounts Under $20 Open Educational Resources: Free Textbooks How-To Guide: Building a Follower Base High-Yield Savings Accounts: Comparison accounts,textbooks,savings\n",
      "Hostel Reviews: Finding Budget Accommodation Knitting Patterns: Cozy Scarves and Hats Headphone Reviews: Noise-Canceling Comparisons reviews,accommodation,budget\n",
      "Study Abroad: Choosing the Right Program Holistic Health: Integrative Medicine Explained Gaming Console Wars: PS vs. Xbox vs. Switch vs,abroad,switch\n",
      "Professional Certifications: Boost Your Resume Papercraft: Origami and Kirigami Allergy Advice: Seasonal Triggers and Solutions Retirement Planning: 401(k) vs. IRA vs,origami,kirigami\n",
      "Community Guidelines: Best Practices Creative Writing: Crafting a Compelling Story best,community,compelling\n",
      "Electronics Repair: Soldering Tutorials Stock Watchlist: Trending Companies to Track Dietary Supplements: Pros and Cons International Driving Permit: How to Apply apply,watchlist,tutorials\n",
      "Side Hustles: Earn Extra Income Mind-Body Connection: Exercise and Mood Critical Thinking: Exercises to Develop Logic DIY Chalk Paint: Upcycling Furniture body,paint,mood\n",
      "Real Estate Crowdfunding: The Basics User Feedback: Share Your Experience Concert Review: Epic Performance in Sold-Out Arena ELearning Analytics: Tracking Progress analytics,sold,share\n",
      "Subscription Model: Is It Worth It? Viral Dance Challenge: TikTok Stars Shine Fitness Routine: 10-Minute Home Workout Local Cuisine: Best Seafood in Coastal Towns best,viral,towns\n",
      "Celebrity Milestones: Anniversaries and Achievements Resin Art: Coasters and Jewelry Travel Insurance: Understanding Coverage Wireless Charging: Myths and Facts achievements,anniversaries,art\n",
      "Strength Training: Beginner’s Weightlifting Tips Home Brewing: Craft Your Own Beer MOOC Forums: Engage with Classmates Brand Loyalty Program: Earn Extra Points loyalty,mooc,strength\n",
      "Travel Forums: Get Advice from Locals Consumer Alert: Food Recall Expanded DIY Home Decor: Upcycling Old Furniture International Shipping: Customs and Duties advice,locals,international\n",
      "Running Tips: Avoiding Common Injuries Streaming Wars: Platform Comparison Critical Thinking: Exercises to Develop Logic Winter Wonderland: Ski Resort Guide avoiding,platform,ski\n",
      "Smart Watches: Fitness and Beyond Fan Convention: Highlights and Surprise Guests Math Resources: Algebra, Calculus, and More DIY Chalk Paint: Upcycling Furniture algebra,surprise,smart\n",
      "Vehicle Maintenance: Basic Car Repairs Red Carpet Rundown: Who Wore It Best? wore,vehicle,red\n",
      "Computer Monitors: 4K vs. Ultrawide Daily Deals: Curated Discounts Under $20 monitors,ultrawide,computer\n",
      "Product Hunt: Innovative Startups Featured Discord Server: Gamers Unite for Tournament discord,featured,gamers\n",
      "Editorial: The Role of Social Media in Politics Home Brewing: Craft Your Own Beer Airbnb Experiences: Unique Local Tours airbnb,social,role\n",
      "Credit Card Rewards: Maximizing Perks Daily Deals: Curated Discounts Under $20 Laptop Upgrades: RAM and SSD Installation laptop,installation,perks\n",
      "DIY Hydroponics: Indoor Gardening Setup International Relations: Trade Talks Resume trade,international,talks\n",
      "Luxury Travel: High-End Resorts to Consider Influencer Collab: Joint Giveaway Announced Financial Goals: Short, Medium, Long Term announced,short,resorts\n",
      "Community Discussion: Cultural Impact of Hit TV Show Knifemaking: Forging Your First Blade Browser Extensions: Productivity Boosters Photography Hotspots: Instagrammable Sights impact,discussion,forging\n",
      "Laptop Upgrades: RAM and SSD Installation Budget Travel Hacks: Save on Accommodation Heart Health: Reducing Cholesterol Naturally accommodation,budget,cholesterol\n",
      "Gaming Console Wars: PS vs. Xbox vs. Switch Music Video Premiere: Pop Star’s Latest Hit Retirement Planning: 401(k) vs. IRA Learning Styles: Visual, Auditory, Kinesthetic vs,xbox,latest\n",
      "Flashcards: Memorization Techniques 5G Explained: What It Means for You techniques,explained,flashcards\n",
      "401(k) Rollover: Steps to Consolidate Remote Work Tools: Collaboration Software Comedy Special: Stand-Up Star Returns to Stage consolidate,rollover,software\n",
      "Mind-Body Connection: Exercise and Mood Sports Headline: National Team Wins Gold Red Carpet Rundown: Who Wore It Best? mind,team,sports\n",
      "Kids’ Corner: Toy Store Deals Credit Card Rewards: Maximizing Perks deals,credit,kids\n",
      "Mortgage Approval: Strengthening Your Application Dietary Supplements: Pros and Cons mortgage,application,approval\n",
      "Update: Urban Development Plans Unveiled Niche Community: Hobbyists Unite plans,urban,niche\n",
      "Healthy Habits for Kids: Family Fitness Airbnb Experiences: Unique Local Tours TikTok Education: Quick Tutorials on Coding DIY Hydroponics: Indoor Gardening Setup airbnb,setup,unique\n",
      "Home Office Setup: Essential Gear Gardening Basics: Starting a Vegetable Patch Hashtag Campaign: Raising Awareness for Charity Fitness App Reviews: Which One is Right? charity,home,gear\n",
      "Travel Insurance: Understanding Coverage Tech Startup Spotlight: Innovative Solutions understanding,coverage,innovative\n",
      "Coding Bootcamps: Are They Worth It? DIY Pet Projects: Homemade Cat Toys pet,toys,worth\n",
      "Study Abroad: Choosing the Right Program Election Spotlight: Debate Highlights abroad,choosing,debate\n",
      "Travel Budget Calculator: Plan Your Expenses Special Feature: Education Gap Worries Experts Animation Showcase: Upcoming Releases Heart Health: Reducing Cholesterol Naturally feature,reducing,special\n",
      "Vinyl Cutting: Personalized Stickers Public Safety: Tips for Emergency Preparedness Language Barriers: Tips for Communication tips,vinyl,personalized\n",
      "DIY Pet Projects: Homemade Cat Toys Tax-Free Investments: Municipal Bonds Overview Press Release: Mayor Addresses Housing Crisis addresses,tax,release\n",
      "5G Explained: What It Means for You Comedy Special: Stand-Up Star Returns to Stage Payment Methods: Guide to Online Wallets Scrapbooking: Creative Ways to Preserve Memories methods,online,preserve\n",
      "Couchsurfing: Pros, Cons, and Safety Clubhouse Room: Nightly Discussion Group group,safety,clubhouse\n",
      "Customer Review: 5 Stars for Home Appliance Reality Reunion: Controversial Cast Members Return Mental Health Apps: Tracking Your Mood Live Coverage: Protesters Gather in Capital appliance,stars,review\n",
      "Niche Community: Hobbyists Unite Leather Crafting: Simple Wallet Project leather,unite,simple\n",
      "STEM Education: Projects and Experiments DIY Patio: Building a Deck from Scratch Stunt Performers: Unsung Heroes of Action Films Photography Hotspots: Instagrammable Sights action,patio,projects\n",
      "Flight Delays: Passenger Rights Scholarships and Grants: How to Apply Best Practices: Dealing with Trolls Beginner’s Guide: Building Credit History apply,rights,practices\n",
      "Drop Shipping: How It Works for Sellers Hashtag Campaign: Raising Awareness for Charity Crochet Basics: Granny Squares hashtag,squares,shipping\n",
      "Global Conflict: Leaders Call for Ceasefire Working Out at Home: Minimal Equipment Needed Gardening Basics: Starting a Vegetable Patch Tax Deductions: Maximizing Your Refund maximizing,vegetable,tax\n",
      "Instagram Live: Celebrity Q&A Session Travel Photography: Capturing Landmarks photography,capturing,celebrity\n",
      "Healthy Recipes: Quick and Nutritious Meals Cultural Etiquette: Dos and Don’ts Abroad Smart Home Security: Cameras and Sensors abroad,nutritious,security\n",
      "Meal Prep: Saving Time and Money Luxury Travel: High-End Resorts to Consider Instagram Live: Celebrity Q&A Session celebrity,time,session\n",
      "Registered Dietitian Q&A: Ask the Expert TV Pilot Season: What’s Coming Next Year ask,tv,season\n",
      "Influencer Collab: Joint Giveaway Announced Travel Forums: Get Advice from Locals joint,advice,announced\n",
      "Home Brewing: Craft Your Own Beer Language Learning: Apps for Quick Progress home,progress,quick\n",
      "Open-Source Software: Alternatives to Paid Apps Film Festival Preview: Must-See Indies alternatives,apps,festival\n",
      "Consumer Alert: Food Recall Expanded Best Tech Podcasts: Weekly Must-Listen Snapchat Spotlight: Viral Stories Regional Festivals: Timeless Cultural Events alert,timeless,tech\n",
      "Woodworking 101: Building a Simple Shelf Plant-Based Diet: Getting Enough Protein Wireless Charging: Myths and Facts Digital Nomad Life: Remote Work Abroad abroad,woodworking,wireless\n",
      "Telegram Channel: Daily News Updates Learning Styles: Visual, Auditory, Kinesthetic Road Trip Planner: Scenic Routes Focus: The Rise of Independent Media Outlets kinesthetic,scenic,planner\n",
      "Private Group: Entrepreneurs Share Advice Politics: Senate Debates Tax Reform Smart Home Setup: Best Devices to Start Healthy Habits for Kids: Family Fitness advice,setup,senate\n",
      "Instagram Challenges: Growing Your Audience Market Analysis: Global Recession Fears Embroidery Stitches: Learning the Basics analysis,recession,market\n",
      "State Spotlight: Jobs Report by Region Product Bundles: Save More When You Combine Cloud Storage: Comparing Popular Services jobs,spotlight,services\n",
      "Healthy Aging: Tips for Seniors Wireless Charging: Myths and Facts Unboxing Video: Gadget of the Month Musical Collaboration: Two Superstars Team Up aging,unboxing,tips\n",
      "Cloud Storage: Comparing Popular Services Market Analysis: Global Recession Fears Celebrity Chef Launches Cooking Show Moderation 101: Keeping Forums Civil analysis,recession,popular\n",
      "Time Management: Tools for Students Digital Nomad Life: Remote Work Abroad abroad,tools,time\n",
      "How-To: Speed Up Your Old Computer Best Sellers: Fashion Trends for Summer Insurance Policies: Life, Health, Auto Basics College Majors: How to Choose Wisely life,trends,summer\n",
      "Public Speaking Skills: Overcoming Stage Fright Sustainable Travel: Eco-Friendly Tips public,stage,fright\n",
      "Language Learning: Apps for Quick Progress Crochet Basics: Granny Squares Annuities: Pros and Cons for Retirement Reddit Gold: Celebrating Milestone Posts learning,language,posts\n",
      "Stress Relief: Relaxation Music Playlist DIY Garden Pond: Setting Up a Water Feature relaxation,playlist,garden\n",
      "Throwback: Classic Movies Worth Rewatching Language Exchange: Practicing with Natives worth,natives,practicing\n",
      "Fan Convention: Highlights and Surprise Guests Insurance Policies: Life, Health, Auto Basics EdTech Trends: Future of Digital Classrooms auto,surprise,policies\n",
      "Mental Health Apps: Tracking Your Mood DIY Gaming Table: Building a Custom Setup apps,building,custom\n",
      "Headphone Reviews: Noise-Canceling Comparisons Patio Furniture Sale: Limited Stock Cake Decorating: Fondant and Frosting Tricks noise,sale,reviews\n",
      "Patio Furniture Sale: Limited Stock Market Sentiment: Bull vs. Bear vs,stock,bear\n",
      "Wreath Making: Seasonal Door Decor Holistic Health: Integrative Medicine Explained wreath,making,integrative\n",
      "Computer Monitors: 4K vs. Ultrawide Interview: Lawmaker Discusses Climate Policies Nutrition Labels: Decoding Ingredients monitors,ingredients,policies\n",
      "Embroidery Stitches: Learning the Basics Slack Workspace: Startup Collaboration Hub Photography Hotspots: Instagrammable Sights Financial Goals: Short, Medium, Long Term medium,term,stitches\n",
      "Trending: Grassroots Initiatives Gain Momentum TV Show Finale: Fan Reactions Pour In Quilting Patterns: Modern Designs grassroots,quilting,reactions\n",
      "Best Tech Podcasts: Weekly Must-Listen Telegram Channel: Daily News Updates Knitting Patterns: Cozy Scarves and Hats best,channel,cozy\n",
      "Music Chart Update: Who Topped the Billboard? Chronic Pain Management: Therapist Insights Product Bundles: Save More When You Combine Health Alert: New Variant Discovered alert,topped,therapist\n",
      "Compound Interest: The Power of Long-Term Growth State of the Economy: Market Volatility Continues Wreath Making: Seasonal Door Decor Peer Learning: Forming Study Groups wreath,long,learning\n",
      "Stained Glass: Techniques for Beginners Forex Trading: Beginner’s Guide Nutrition Labels: Decoding Ingredients Time Management: Tools for Students beginner,tools,time\n",
      "Critics’ Corner: Best Films of the Year Snapchat Spotlight: Viral Stories year,viral,films\n",
      "MOOC Forums: Engage with Classmates Daily Deals: Curated Discounts Under $20 Scrapbooking: Creative Ways to Preserve Memories Photography Hotspots: Instagrammable Sights deals,hotspots,mooc\n",
      "Live Streaming Setup: Essential Gear Group Fitness: Benefits of Exercising Together essential,gear,fitness\n",
      "Market Analysis: Global Recession Fears Scholarships and Grants: How to Apply Immunity Boost: Natural Remedies Model Railroad: Building Scenic Layouts layouts,natural,model\n",
      "Healthcare Access: Tips for Finding Providers Headline: Historic Peace Agreement Signed Public Speaking Skills: Overcoming Stage Fright Photography Tips: Capturing Better Portraits tips,access,peace\n",
      "Critics’ Corner: Best Films of the Year Repair or Replace? Fixing Old Devices best,corner,critics\n",
      "Fitness App Reviews: Which One is Right? Cross-Country Train Ride: A Unique Experience app,train,country\n",
      "Bluetooth Gadgets: Wireless Life Hacks Photography Hotspots: Instagrammable Sights hotspots,sights,life\n",
      "Buyer’s Remorse? Hassle-Free Returns Crochet Basics: Granny Squares squares,basics,granny\n",
      "Reality Reunion: Controversial Cast Members Return Tech Jobs: Skills In-Demand Right Now Online Tutoring: Tips for Effective Sessions members,jobs,reality\n",
      "E-Readers: Best for Book Lovers Study Abroad: Choosing the Right Program Ceramics at Home: Simple Clay Projects Side Hustles: Earn Extra Income abroad,study,simple\n",
      "Warehouse Sale: Bulk Discounts 5G Explained: What It Means for You bulk,explained,means\n",
      "Jet Lag Cures: Adjusting to Time Zones Volunteer Group: Organizing Online Campaign adjusting,campaign,cures\n",
      "Calligraphy Practice: Beautiful Handwriting Travel Scams: How to Stay Safe Fitness App Reviews: Which One is Right? fitness,right,safe\n",
      "Variety Show: Comedy Skits and Musical Acts Healthcare Access: Tips for Finding Providers Breaking: Tech Giant Announces Global Layoffs Homeschooling Guide: Curriculum Planning access,tips,tech\n",
      "Drone Footage: Capturing Epic Aerial Shots Breaking: Major Earthquake Hits Coastal Region Facebook Group: Parenting Tips and Support Coding Basics: HTML & CSS Crash Course footage,major,html\n",
      "DIY Tech: Raspberry Pi Smart Mirror Tech Jobs: Skills In-Demand Right Now Throwback: Classic Movies Worth Rewatching tech,mirror,throwback\n",
      "Leather Crafting: Simple Wallet Project Running Tips: Avoiding Common Injuries Hostel Reviews: Finding Budget Accommodation Bluetooth Gadgets: Wireless Life Hacks hacks,injuries,hostel\n",
      "Sitcom Retrospective: Where Are They Now? Knifemaking: Forging Your First Blade Tax-Free Investments: Municipal Bonds Overview forging,municipal,retrospective\n",
      "TV Cancellations: Fans Petition for Renewal Strength Training: Beginner’s Weightlifting Tips beginner,tv,training\n",
      "Critical Thinking: Exercises to Develop Logic Update: Urban Development Plans Unveiled Family Vacation: Kid-Friendly Destinations critical,destinations,develop\n",
      "Meal Prep: Saving Time and Money Coding Basics: HTML & CSS Crash Course Tech Startup Spotlight: Innovative Solutions Live Tweet: Sports Game Coverage live,tech,startup\n",
      "Online Moderation: Advanced Techniques Road Trip Essentials: Packing Checklist Court Ruling: Landmark Decision on Privacy advanced,techniques,ruling\n",
      "Running Tips: Avoiding Common Injuries Compound Interest: The Power of Long-Term Growth Concert Review: Epic Performance in Sold-Out Arena arena,tips,term\n",
      "Product Comparison: Top Smartphones Under $500 Homeschooling Guide: Curriculum Planning Working Out at Home: Minimal Equipment Needed minimal,smartphones,product\n",
      "Cosplay Guide: Crafting Detailed Costumes Dental Care: Secrets to a Brighter Smile detailed,smile,crafting\n",
      "Crochet Basics: Granny Squares Forex Trading: Beginner’s Guide EdTech Trends: Future of Digital Classrooms granny,digital,crochet\n",
      "Online Degrees: Accreditation and Value Tech Stocks: Breaking Earnings Reports accreditation,tech,stocks\n",
      "Recommerce: Second-Hand Market on the Rise DIY Tech: Raspberry Pi Smart Mirror raspberry,market,mirror\n",
      "Working Holiday Visas: Countries That Offer Them Photography Tips: Capturing Better Portraits photography,better,visas\n",
      "Spotlight: Rising Food Prices Spark Debate Budget Travel Hacks: Save on Accommodation MOOCs: Free University-Level Classes Telegram Channel: Daily News Updates accommodation,prices,spark\n",
      "Home Wi-Fi Tips: Boosting Your Signal Exclusive Clip: Sneak Peek of New Series State of the Economy: Market Volatility Continues home,tips,state\n",
      "Road Trip Essentials: Packing Checklist Animation Showcase: Upcoming Releases Best Practices: Dealing with Trolls animation,trip,showcase\n",
      "Reading Lists: Classics and Modern Must-Reads Mental Health Break: Guided Mindfulness lists,break,mental\n",
      "Creative Writing: Crafting a Compelling Story DIY Patio: Building a Deck from Scratch writing,story,building\n",
      "Customer Service Chat: Resolving Order Issues Stock Market Overview: Today’s Biggest Gainers market,today,biggest\n",
      "Fact Check: Viral Claims About Healthcare Costs Vinyl Cutting: Personalized Stickers Brand Loyalty Program: Earn Extra Points Dividend Stocks: Building a Passive Portfolio loyalty,program,portfolio\n",
      "Digital Nomad Life: Remote Work Abroad Stock Market Overview: Today’s Biggest Gainers Embroidery Stitches: Learning the Basics Shopping Cart Abandonment: Tips to Recover abandonment,today,tips\n",
      "401(k) Rollover: Steps to Consolidate Checkout Security: Protect Your Data Woodworking 101: Building a Simple Shelf Remote Work Tools: Collaboration Software protect,work,shelf\n",
      "Nutrition Labels: Decoding Ingredients Computer Monitors: 4K vs. Ultrawide Peer Learning: Forming Study Groups Online Auction: Rare Collectibles Bidding auction,ultrawide,study\n",
      "Gaming PC Build: Budget to High-End Volunteer Group: Organizing Online Campaign Language Exchange: Practicing with Natives Sitcom Retrospective: Where Are They Now? budget,sitcom,retrospective\n",
      "Running Tips: Avoiding Common Injuries Market Sentiment: Bull vs. Bear Cross-Country Train Ride: A Unique Experience avoiding,sentiment,market\n",
      "Cultural Phenomenon: Global K-Pop Invasion Trending: Grassroots Initiatives Gain Momentum Credit Score Guide: Improving Your Rating invasion,trending,momentum\n",
      "Price Match Guarantee: How to Claim Market Sentiment: Bull vs. Bear Celebrity Gossip: Rumors Swirl Around Power Couple Miniature Painting: Tabletop Gaming Figures price,gaming,power\n",
      "Tech History: Milestones in Computing Casting Rumors: Fans Speculate Next Big Role Top Deals: Daily Tech Discounts DIY Tech: Raspberry Pi Smart Mirror tech,fans,mirror\n",
      "Browser Extensions: Productivity Boosters ETF Comparison: Index Funds vs. Thematic Funds Sitewide Promotion: Free Shipping Weekend funds,weekend,vs\n",
      "Sports Headline: National Team Wins Gold DIY Robot: Simple Robotics for Beginners Streaming Wars: Platform Comparison national,wars,team\n",
      "Habits Tracker: Building Consistency Instagram Reels: Fashion Lookbook Trends building,consistency,fashion\n",
      "Home Wi-Fi Tips: Boosting Your Signal Registered Dietitian Q&A: Ask the Expert wi,ask,boosting\n",
      "Breaking: Government Announces Stimulus Package Guidebook Roundup: Which One Is Best? announces,best,breaking\n",
      "Influencer Collab: Joint Giveaway Announced DIY Electronics: Arduino Starter Projects Sustainable Travel: Eco-Friendly Tips Stress Relief: Relaxation Music Playlist music,projects,starter\n",
      "Cloud Storage: Comparing Popular Services Virtual Event: Community Meetup Online Elections 2025: Poll Results Show Surprises Painting Techniques: Watercolor Blending online,techniques,surprises\n",
      "DIY Electronics: Arduino Starter Projects Travel Scams: How to Stay Safe stay,arduino,starter\n",
      "Economic Calendar: Key Dates to Know Exclusive Clip: Sneak Peek of New Series Online Tutoring: Tips for Effective Sessions key,know,peek\n",
      "In-Depth: Effects of Rising Sea Levels Side Hustles: Earn Extra Income depth,earn,effects\n",
      "Editorial: The Role of Social Media in Politics 5G Explained: What It Means for You editorial,explained,means\n",
      "Healthy Recipes: Quick and Nutritious Meals Professional Certifications: Boost Your Resume Smart Speakers: AI Assistant Showdown ai,speakers,smart\n",
      "Thesis Writing: Structure and Guidelines Smart Speakers: AI Assistant Showdown ai,assistant,guidelines\n",
      "Fan Convention: Highlights and Surprise Guests City Guide: Top Attractions in Rome Tax Deductions: Maximizing Your Refund maximizing,attractions,city\n",
      "Online Degrees: Accreditation and Value Stress Management: Breathing Techniques Musical Collaboration: Two Superstars Team Up accreditation,techniques,team\n",
      "DIY Robot: Simple Robotics for Beginners International Driving Permit: How to Apply apply,beginners,diy\n",
      "Oscars Throwback: Memorable Acceptance Speeches Online Marketplace: Handmade Crafts & Art acceptance,art,crafts\n",
      "Breaking: Tech Giant Announces Global Layoffs TV Pilot Season: What’s Coming Next Year DIY Hydroponics: Indoor Gardening Setup Voice Assistants: Privacy Concerns Explained announces,tv,tech\n",
      "Knitting Patterns: Cozy Scarves and Hats Price Tracker: Monitor Product Fluctuations cozy,scarves,product\n",
      "Registered Dietitian Q&A: Ask the Expert Fan Convention: Highlights and Surprise Guests Research Papers: How to Find Scholarly Articles expert,fan,guests\n",
      "New Collection: Designer Fashion Drop Reality Reunion: Controversial Cast Members Return new,members,reality\n",
      "Crochet Basics: Granny Squares Credit Card Rewards: Maximizing Perks basics,card,credit\n",
      "Trend Alert: Short-Form Comedy Videos Productivity Apps: Top Picks for Busy People picks,trend,short\n",
      "Strength Training: Beginner’s Weightlifting Tips Local News: Renovation Plans for City Park Clubhouse Room: Nightly Discussion Group Scrapbooking: Creative Ways to Preserve Memories park,room,scrapbooking\n",
      "Health Alert: New Variant Discovered Tourist Traps: Avoiding Overrated Spots Comparison Chart: Subscription Box Services alert,overrated,services\n",
      "Graduate School: Application Process Explained City Guide: Top Attractions in Rome Financial Independence: FIRE Movement Explained E-Readers: Best for Book Lovers explained,application,rome\n",
      "Credential Stacking: Building Expertise Discord Server: Gamers Unite for Tournament Language Barriers: Tips for Communication Mobile Checkout: Fast and Secure unite,language,server\n",
      "Snapchat Spotlight: Viral Stories Mega Discount: Year-End Clearance Specials clearance,discount,end\n",
      "Professional Certifications: Boost Your Resume Retirement Calculator: Are You on Track? Cross-Country Train Ride: A Unique Experience boost,unique,calculator\n",
      "Model Building: Assembling Scale Airplanes Stock Market Overview: Today’s Biggest Gainers Culinary Tour: Best Street Foods Worldwide 5G Explained: What It Means for You market,tour,today\n",
      "Mobile Checkout: Fast and Secure Stock Market Indices: NASDAQ vs. S&P 500 Nutrition Myths: Debunked by Experts STEM Education: Projects and Experiments market,stock,stem\n",
      "Editorial: Supporting Local Journalism Financial Goals: Short, Medium, Long Term Thesis Writing: Structure and Guidelines long,thesis,term\n",
      "Fitness App Reviews: Which One is Right? Research Methodology: Step-by-Step Guide Video Game Adaptations: Hits and Misses step,adaptations,right\n",
      "Morning Brief: Top Five Stories You Need to Know Backpacking Europe: Must-See Destinations Bond Basics: Safe Haven or Not? Open Educational Resources: Free Textbooks backpacking,safe,resources\n",
      "Facebook Group: Parenting Tips and Support Heart Health: Reducing Cholesterol Naturally naturally,cholesterol,tips\n",
      "Fan Convention: Highlights and Surprise Guests Gaming Console Wars: PS vs. Xbox vs. Switch vs,xbox,fan\n",
      "Foreign Correspondent: Tensions Escalate Overseas Local Cuisine: Best Seafood in Coastal Towns Cosplay Guide: Crafting Detailed Costumes Brand Loyalty Program: Earn Extra Points best,tensions,seafood\n",
      "Mortgage Approval: Strengthening Your Application Tour Packages: Pros and Cons Smartphone Showdown: iOS vs. Android android,pros,vs\n",
      "Stock Market Indices: NASDAQ vs. S&P 500 Home Office Setup: Essential Gear essential,gear,home\n",
      "Credential Stacking: Building Expertise Immunity Boost: Natural Remedies International Driving Permit: How to Apply building,natural,credential\n",
      "Voice Command: Smart Home Automation Customer Review: 5 Stars for Home Appliance DIY Electronics: Arduino Starter Projects Global Conflict: Leaders Call for Ceasefire home,stars,electronics\n",
      "Analysis: Shifts in Global Power Dynamics Healthy Aging: Tips for Seniors aging,analysis,dynamics\n",
      "Court Ruling: Landmark Decision on Privacy Exam Prep: Top Study Guides and Resources New Movie Trailer: Blockbuster Sequel Drops blockbuster,court,decision\n",
      "Dental Care: Secrets to a Brighter Smile Patio Furniture Sale: Limited Stock Focus: The Rise of Independent Media Outlets Productivity Apps: Top Picks for Busy People rise,media,people\n",
      "Model Building: Assembling Scale Airplanes Day Trading Strategies: Technical Analysis 101 airplanes,scale,day\n",
      "Film Festival Preview: Must-See Indies Graduate School: Application Process Explained User Feedback: Share Your Experience Wood Carving: Tools and Techniques wood,process,user\n",
      "Social Listening: Brand Monitoring Tools Laptop Buyer’s Guide: Specs That Matter Mental Health Break: Guided Mindfulness mental,mindfulness,laptop\n",
      "Smart Home Setup: Best Devices to Start Real Estate Crowdfunding: The Basics Photography Tips: Capturing Better Portraits crowdfunding,devices,smart\n",
      "Gaming Accessories: Keyboards and Mice Nutrition Myths: Debunked by Experts Opinion: Education Reform Needed Now Speed Reading: Techniques to Read Faster experts,needed,myths\n",
      "Best Sellers: Fashion Trends for Summer Lifelong Learning: Skills to Keep Growing Comedy Special: Stand-Up Star Returns to Stage Interview: Lawmaker Discusses Climate Policies best,returns,skills\n",
      "Spotlight: Rising Food Prices Spark Debate Influencer Marketing: Tips for Growth Learning Styles: Visual, Auditory, Kinesthetic spotlight,visual,marketing\n",
      "Live Coverage: Protesters Gather in Capital Broadway Buzz: New Musical Opens to Rave Reviews Hostel Reviews: Finding Budget Accommodation reviews,accommodation,rave\n",
      "Box Set Unboxing: Collector’s Edition Trends Healthy Aging: Tips for Seniors seniors,unboxing,aging\n",
      "Comparison: Budget vs. Premium Brands Metalworking: Beginner Welding Tips beginner,brands,budget\n",
      "Beginner’s Guide: Building Credit History Productivity Hacks: Pomodoro Method Online Forum: Language Exchange Community language,forum,method\n",
      "Checkout Security: Protect Your Data Drone Footage: Capturing Epic Aerial Shots LinkedIn Pulse: Thought Leaders Share Insights Interview: Lawmaker Discusses Climate Policies aerial,thought,shots\n",
      "Gift Guide: Birthday Presents for All Ages Niche Community: Hobbyists Unite City Guide: Top Attractions in Rome guide,rome,presents\n",
      "Shopping App Features: One-Click Buy Travel Photography: Capturing Landmarks Habits Tracker: Building Consistency landmarks,app,photography\n",
      "Mutual Funds: Getting Started Upcycling Clothes: Fashion Makeovers clothes,fashion,funds\n",
      "Money Management Apps: Top Picks Economy Watch: Inflation Rates on the Rise Celebrity Chef Launches Cooking Show Self-Learning Platforms: Taking Initiative apps,self,launches\n",
      "Stress Relief: Relaxation Music Playlist Casting Rumors: Fans Speculate Next Big Role fans,playlist,relaxation\n",
      "Reading Lists: Classics and Modern Must-Reads Unboxing Video: Gadget of the Month Earnings Season: What Investors Need to Watch Spotlight: Rising Food Prices Spark Debate prices,rising,season\n",
      "Retirement Calculator: Are You on Track? Online Tutoring: Tips for Effective Sessions Language Barriers: Tips for Communication tips,barriers,sessions\n",
      "Headphone Reviews: Noise-Canceling Comparisons Hashtag Campaign: Raising Awareness for Charity Outdoor Activities: Hiking Tips for Beginners Model Railroad: Building Scenic Layouts comparisons,raising,hashtag\n",
      "Outdoor Activities: Hiking Tips for Beginners Study Abroad: Choosing the Right Program Viral Dance Challenge: TikTok Stars Shine outdoor,activities,beginners\n",
      "Retirement Planning: 401(k) vs. IRA Meditation Guide: Finding Inner Peace Morning Brief: Top Five Stories You Need to Know brief,vs,stories\n",
      "Viral Meme: The Internet’s Latest Sensation Stock Market Overview: Today’s Biggest Gainers Award Season Buzz: Top Nominees Announced meme,nominees,market\n",
      "Telegram Channel: Daily News Updates Self-Care Essentials: Journaling and More Time Management: Tools for Students International Driving Permit: How to Apply driving,self,essentials\n",
      "Productivity Hacks: Pomodoro Method New Collection: Designer Fashion Drop Budget Spreadsheet: Free Templates templates,budget,collection\n",
      "Press Release: Mayor Addresses Housing Crisis Influencer Marketing: Tips for Growth Metalworking: Beginner Welding Tips tips,housing,addresses\n",
      "Breaking: Fire Breaks Out at Historic Museum Essay Writing: Structure and Style breaking,breaks,essay\n",
      "Men’s Health: Prostate and Heart Care Slack Workspace: Startup Collaboration Hub Price Match Guarantee: How to Claim workspace,price,hub\n",
      "Mutual Funds: Getting Started Model Railroad: Building Scenic Layouts Customer Review: 5 Stars for Home Appliance appliance,building,customer\n",
      "Miniature Painting: Tabletop Gaming Figures Drone Regulations: Flying Legally Public Speaking Skills: Overcoming Stage Fright Destination Spotlight: Tropical Island Escapes tropical,overcoming,miniature\n",
      "Digital Libraries: Accessing Rare Books LinkedIn Pulse: Thought Leaders Share Insights Airbnb Experiences: Unique Local Tours Laptop Cooling: Prevent Overheating accessing,thought,share\n",
      "Guidebook Roundup: Which One Is Best? College Majors: How to Choose Wisely Comparison Chart: Subscription Box Services wisely,best,guidebook\n",
      "Photography Hotspots: Instagrammable Sights Eco-Friendly Projects: Using Recycled Materials Behind the Music: Producer Tells All projects,music,instagrammable\n",
      "Facebook Marketplace: Tips to Sell Faster Stock Market Indices: NASDAQ vs. S&P 500 sell,nasdaq,tips\n",
      "Online Degrees: Accreditation and Value Cake Toppers: 3D Printing Designs accreditation,toppers,printing\n",
      "Working Holiday Visas: Countries That Offer Them Update: Urban Development Plans Unveiled Wood Carving: Tools and Techniques working,plans,wood\n",
      "Live Tweet: Sports Game Coverage Opinion: The Future of Renewable Energy live,sports,renewable\n",
      "Nutrition Labels: Decoding Ingredients Resin Art: Coasters and Jewelry Opinion: Education Reform Needed Now art,resin,reform\n",
      "Nutrition Myths: Debunked by Experts Stock Market Indices: NASDAQ vs. S&P 500 debunked,experts,indices\n",
      "Behind the Music: Producer Tells All Painting Techniques: Watercolor Blending Wellness Retreats: Top Destinations music,producer,retreats\n",
      "Mentorship Programs: Finding a Mentor Online Moderation: Advanced Techniques Price Match Guarantee: How to Claim advanced,claim,finding\n",
      "Winter Wonderland: Ski Resort Guide Language Immersion: Best Countries to Learn DIY Plumbing: Replacing a Showerhead replacing,winter,plumbing\n",
      "High-Yield Savings Accounts: Comparison Album Review: Critic’s Take on New Release Flashcards: Memorization Techniques accounts,techniques,savings\n",
      "Special Feature: Education Gap Worries Experts Instagram Live: Celebrity Q&A Session Language Learning: Apps for Quick Progress International Driving Permit: How to Apply worries,language,international\n",
      "Robo-Advisors: Automating Your Investments Behind the Scenes: Filming Location Secrets TikTok Education: Quick Tutorials on Coding filming,scenes,advisors\n",
      "Retirement Planning: 401(k) vs. IRA Profile: Trailblazing Journalist Wins Award Flash Deal Countdown: Final Hours award,trailblazing,retirement\n",
      "DIY Pet Projects: Homemade Cat Toys Quiz and Trivia Sites: Fun Learning Tools Spotlight: Rising Actor Lands Breakthrough Role actor,trivia,toys\n",
      "Drone Footage: Capturing Epic Aerial Shots Eco-Friendly Projects: Using Recycled Materials Travel Scams: How to Stay Safe Side Hustles: Earn Extra Income extra,recycled,safe\n",
      "Sustainable Travel: Eco-Friendly Tips Multiplayer Gaming: Online Platforms to Try Saving for College: 529 Plans Explained eco,travel,tips\n",
      "Robo-Advisors: Automating Your Investments Quiz and Trivia Sites: Fun Learning Tools Travel Photography: Capturing Landmarks advisors,trivia,investments\n",
      "Pinterest Board: DIY Craft Inspiration DIY Robot: Simple Robotics for Beginners Laptop Buyer’s Guide: Specs That Matter diy,beginners,board\n",
      "Online Campus: Virtual University Tours Cryptocurrency News: Bitcoin Price Surge Spotlight: Rising Food Prices Spark Debate bitcoin,virtual,rising\n",
      "Wearable Tech: Best Fitness Trackers Superfoods: Adding More Greens to Diet Live Streaming Setup: Essential Gear wearable,greens,gear\n",
      "Healthy Habits for Kids: Family Fitness Compound Interest: The Power of Long-Term Growth Best Tech Podcasts: Weekly Must-Listen Sports Headline: National Team Wins Gold best,term,tech\n",
      "Brand Loyalty Program: Earn Extra Points Credential Stacking: Building Expertise TV Cancellations: Fans Petition for Renewal Real Estate Investing: Rental Property Tips brand,tips,stacking\n",
      "Twitter Spaces: Live Chat with Influencers Analysis: Impact of New Tax Policy on Small Businesses Embroidery Stitches: Learning the Basics Laptop Cooling: Prevent Overheating twitter,policy,prevent\n",
      "Passive Income Ideas: Make Money While You Sleep Tech Jobs: Skills In-Demand Right Now jobs,tech,income\n",
      "Comparison Chart: Subscription Box Services Productivity Apps: Top Picks for Busy People High-Yield Savings Accounts: Comparison Local Cuisine: Best Seafood in Coastal Towns comparison,local,towns\n",
      "Gaming PC Build: Budget to High-End Gift Guide: Birthday Presents for All Ages Box Office Report: Weekend Numbers Soar Trending: Celebrity Activism at Climate Rally activism,pc,presents\n",
      "Healthy Aging: Tips for Seniors Online Auction: Rare Collectibles Bidding Celebrity Gossip: Rumors Swirl Around Power Couple Facebook Group: Parenting Tips and Support tips,aging,swirl\n",
      "Model Railroad: Building Scenic Layouts College Majors: How to Choose Wisely wisely,layouts,railroad\n",
      "Fitness Challenges: Staying Motivated Metalworking: Beginner Welding Tips Checkout Security: Protect Your Data welding,beginner,motivated\n",
      "Foreign Correspondent: Tensions Escalate Overseas Home Improvement: Installing a New Light Fixture installing,new,improvement\n",
      "Healthy Recipes: Quick and Nutritious Meals Politics: Senate Debates Tax Reform MOOC Forums: Engage with Classmates Payment Methods: Guide to Online Wallets methods,senate,reform\n",
      "ELearning Analytics: Tracking Progress Saving for College: 529 Plans Explained college,analytics,plans\n",
      "Research Methodology: Step-by-Step Guide Culinary Tour: Best Street Foods Worldwide Allergy Advice: Seasonal Triggers and Solutions step,advice,allergy\n",
      "Learning Styles: Visual, Auditory, Kinesthetic Music Chart Update: Who Topped the Billboard? Smart Home Setup: Best Devices to Start Market Sentiment: Bull vs. Bear learning,update,topped\n",
      "Celebrity Homes: Exclusive Photo Tour Cake Toppers: 3D Printing Designs User-Generated Content: Success Stories Fitness App Reviews: Which One is Right? exclusive,generated,fitness\n",
      "DIY Garden Pond: Setting Up a Water Feature Frequent Flyer Programs: Maximizing Points Online Degrees: Accreditation and Value Economic Calendar: Key Dates to Know accreditation,key,water\n",
      "Tablet Showdown: iPad vs. Android Credential Stacking: Building Expertise In-Depth: Effects of Rising Sea Levels Celebrity Milestones: Anniversaries and Achievements achievements,stacking,showdown\n",
      "Travel Scams: How to Stay Safe Immunity Boost: Natural Remedies natural,boost,stay\n",
      "Stained Glass: Techniques for Beginners Clubhouse Room: Nightly Discussion Group Working Out at Home: Minimal Equipment Needed Product Comparison: Top Smartphones Under $500 home,stained,smartphones\n",
      "Culinary Tour: Best Street Foods Worldwide Celebrity Chef Launches Cooking Show best,celebrity,chef\n",
      "TikTok Duet Challenge: Join the Fun Gaming Console Wars: PS vs. Xbox vs. Switch Local News: Renovation Plans for City Park Working Out at Home: Minimal Equipment Needed vs,xbox,ps\n",
      "City Guide: Top Attractions in Rome Electronics Repair: Soldering Tutorials Electric Vehicles: Charging Solutions attractions,tutorials,charging\n",
      "Global Headlines: UN Summit Concludes Cake Toppers: 3D Printing Designs Holistic Health: Integrative Medicine Explained Small Business Loans: How to Qualify holistic,medicine,integrative\n",
      "Winter Wonderland: Ski Resort Guide How-To Guide: Building a Follower Base guide,base,ski\n",
      "Voice Assistants: Privacy Concerns Explained Holistic Health: Integrative Medicine Explained Investigative Report: Corruption in Local Government Real Estate Crowdfunding: The Basics explained,assistants,report\n",
      "Reality TV Recap: Most Shocking Eliminations Live Coverage: Protesters Gather in Capital Shopping App Features: One-Click Buy app,buy,capital\n",
      "Celebrity Chef Launches Cooking Show SAT/ACT Prep: Strategy and Practice act,celebrity,chef\n",
      "Heart Health: Reducing Cholesterol Naturally Wearable Tech: Best Fitness Trackers best,cholesterol,fitness\n",
      "Warehouse Sale: Bulk Discounts Passive Income Ideas: Make Money While You Sleep Creative Writing: Crafting a Compelling Story bulk,story,sleep\n",
      "Checkout Security: Protect Your Data Review: Latest Foldable Phone Launch foldable,protect,launch\n",
      "Fan Convention: Highlights and Surprise Guests Public Speaking Skills: Overcoming Stage Fright speaking,surprise,convention\n",
      "Mindful Eating: How to Avoid Overeating Working Holiday Visas: Countries That Offer Them working,mindful,offer\n",
      "Airbnb Experiences: Unique Local Tours Latest Tech News: Gadget Roundup airbnb,unique,tours\n",
      "Behind the Music: Producer Tells All Workout Gear: Best Budget Equipment Analysis: Impact of New Tax Policy on Small Businesses analysis,tax,small\n",
      "International Driving Permit: How to Apply Fitness App Reviews: Which One is Right? Home Decor: Trending Minimalist Styles app,minimalist,international\n",
      "Chronic Pain Management: Therapist Insights Twitter Spaces: Live Chat with Influencers Painting Techniques: Watercolor Blending Real Estate Crowdfunding: The Basics watercolor,painting,pain\n",
      "Vinyl Cutting: Personalized Stickers Registered Dietitian Q&A: Ask the Expert Guidebook Roundup: Which One Is Best? Reading Lists: Classics and Modern Must-Reads modern,vinyl,reading\n",
      "Gift Guide: Birthday Presents for All Ages Online Tutoring: Tips for Effective Sessions TikTok Trend: Viral Dance Explodes Nationwide Review: Latest Foldable Phone Launch ages,tutoring,trend\n",
      "Honeymoon Destinations: Romantic Getaways Vinyl Cutting: Personalized Stickers Opinion: Balancing National Security and Civil Liberties Fitness Routine: 10-Minute Home Workout balancing,stickers,security\n",
      "Drone Regulations: Flying Legally Variety Show: Comedy Skits and Musical Acts acts,comedy,drone\n",
      "Behind the Scenes: Filming Location Secrets Customer Review: 5 Stars for Home Appliance Meal Prep: Saving Time and Money meal,location,prep\n",
      "Tourist Traps: Avoiding Overrated Spots Online Auction: Rare Collectibles Bidding spots,rare,online\n",
      "Box Office Report: Weekend Numbers Soar Peer Learning: Forming Study Groups weekend,office,learning\n",
      "State of the Economy: Market Volatility Continues Deal Alert: Electronics Clearance Sale Creative Writing: Crafting a Compelling Story alert,volatility,story\n",
      "Profile: Trailblazing Journalist Wins Award Warehouse Sale: Bulk Discounts profile,trailblazing,sale\n",
      "Habits Tracker: Building Consistency Streaming Wars: Platform Comparison Scholarships and Grants: How to Apply consistency,apply,wars\n",
      "Holistic Health: Integrative Medicine Explained Passive Income Ideas: Make Money While You Sleep Comparison: Budget vs. Premium Brands Drone Footage: Capturing Epic Aerial Shots aerial,sleep,shots\n",
      "Upcycling Clothes: Fashion Makeovers Gift Guide: Birthday Presents for All Ages makeovers,presents,guide\n",
      "Local Cuisine: Best Seafood in Coastal Towns Payment Methods: Guide to Online Wallets Analysis: Shifts in Global Power Dynamics Critics’ Corner: Best Films of the Year best,analysis,towns\n",
      "Resin Art: Coasters and Jewelry Mental Health Awareness: Coping Strategies Musical Collaboration: Two Superstars Team Up Analysis: Shifts in Global Power Dynamics analysis,resin,musical\n",
      "Sitcom Retrospective: Where Are They Now? Home Office Setup: Essential Gear gear,home,retrospective\n",
      "Payment Methods: Guide to Online Wallets Travel Photography: Capturing Landmarks Opinion: The Future of Renewable Energy methods,travel,renewable\n",
      "Private Group: Entrepreneurs Share Advice Warehouse Sale: Bulk Discounts DIY Robot: Simple Robotics for Beginners Market Sentiment: Bull vs. Bear advice,simple,share\n",
      "Mindful Eating: How to Avoid Overeating Travel Photography: Capturing Landmarks Skill-Based Courses: Graphic Design, Cooking, Etc. eating,mindful,landmarks\n",
      "Live Tweet: Sports Game Coverage Real Estate Investing: Rental Property Tips coverage,estate,game\n",
      "Financial Goals: Short, Medium, Long Term Checkout Security: Protect Your Data Learning Styles: Visual, Auditory, Kinesthetic kinesthetic,visual,auditory\n",
      "EdTech Trends: Future of Digital Classrooms Mind-Body Connection: Exercise and Mood Spotlight: Rising Food Prices Spark Debate Exclusive Pre-Sale: VIP Access Only access,spotlight,spark\n",
      "Smart Home Security: Cameras and Sensors International Relations: Trade Talks Resume Coupons & Vouchers: Stacking Promotions Home Improvement: Installing a New Light Fixture home,light,vouchers\n",
      "Family Vacation: Kid-Friendly Destinations Stained Glass: Techniques for Beginners Mental Health Break: Guided Mindfulness Fact Check: Viral Claims About Healthcare Costs stained,guided,glass\n",
      "TV Show Finale: Fan Reactions Pour In Private Group: Entrepreneurs Share Advice advice,tv,group\n",
      "Musical Collaboration: Two Superstars Team Up Mindful Eating: How to Avoid Overeating avoid,superstars,collaboration\n",
      "Heart Health: Reducing Cholesterol Naturally Best Practices: Dealing with Trolls Digital Nomad Life: Remote Work Abroad abroad,trolls,remote\n",
      "Insurance Policies: Life, Health, Auto Basics STEM Education: Projects and Experiments Future Tech: Robots in Everyday Life Mind-Body Connection: Exercise and Mood life,education,insurance\n",
      "Knitting Patterns: Cozy Scarves and Hats Streaming Picks: Top Shows You Missed Dividend Stocks: Building a Passive Portfolio Facebook Watch Party: Movie Night movie,streaming,stocks\n",
      "ELearning Analytics: Tracking Progress Community Discussion: Cultural Impact of Hit TV Show Weather Report: Storm Warnings in Effect Annuities: Pros and Cons for Retirement weather,elearning,report\n",
      "Crowdfunding Success: Sharing Tactics MOOC Forums: Engage with Classmates Politics: Senate Debates Tax Reform classmates,success,sharing\n",
      "Habits Tracker: Building Consistency Stained Glass: Techniques for Beginners Twitter Poll: Pick the Next Charity Event Stunt Performers: Unsung Heroes of Action Films action,tracker,techniques\n",
      "Reddit Gold: Celebrating Milestone Posts Payment Methods: Guide to Online Wallets methods,celebrating,reddit\n",
      "Drone Regulations: Flying Legally DIY Home Decor: Upcycling Old Furniture Earnings Season: What Investors Need to Watch Wellness Retreats: Top Destinations decor,upcycling,season\n",
      "Profile: Trailblazing Journalist Wins Award Smart Home Security: Cameras and Sensors Self-Learning Platforms: Taking Initiative Customer Service Chat: Resolving Order Issues order,profile,security\n",
      "City Pass: Saving on Tourist Attractions Credit Card Rewards: Maximizing Perks Reading Lists: Classics and Modern Must-Reads TikTok Education: Quick Tutorials on Coding attractions,tiktok,saving\n",
      "Local News: Renovation Plans for City Park Album Review: Critic’s Take on New Release Study Abroad: Choosing the Right Program abroad,right,review\n",
      "Reality Reunion: Controversial Cast Members Return Hostel Reviews: Finding Budget Accommodation Credential Stacking: Building Expertise accommodation,stacking,budget\n",
      "Running Tips: Avoiding Common Injuries Best Practices: Dealing with Trolls avoiding,best,common\n",
      "Celebrity Chef Launches Cooking Show Retirement Planning: 401(k) vs. IRA Digital Nomad Life: Remote Work Abroad Hydration Challenge: 30-Day Water Intake abroad,vs,retirement\n",
      "Vehicle Maintenance: Basic Car Repairs Hostel Reviews: Finding Budget Accommodation User Recommendations: Top Rated by Peers Passive Income Ideas: Make Money While You Sleep accommodation,user,sleep\n",
      "Open-Source Software: Alternatives to Paid Apps Shopping Tip: Credit Card Rewards Explained alternatives,apps,tip\n",
      "Exclusive Clip: Sneak Peek of New Series Study Tips: Effective Note-Taking Techniques Must-Try Adventures: Skydiving and More sneak,peek,exclusive\n",
      "Price Match Guarantee: How to Claim Mental Health Break: Guided Mindfulness mental,break,claim\n",
      "Research Methodology: Step-by-Step Guide Daily Deals: Curated Discounts Under $20 Registered Dietitian Q&A: Ask the Expert step,research,registered\n",
      "Opinion: The Future of Renewable Energy 401(k) Match: Don’t Leave Free Money Behind City Pass: Saving on Tourist Attractions match,opinion,leave\n",
      "Wellness Retreats: Top Destinations TikTok Education: Quick Tutorials on Coding Honeymoon Destinations: Romantic Getaways Study Abroad: Choosing the Right Program destinations,abroad,tutorials\n",
      "TikTok Education: Quick Tutorials on Coding Side Hustles: Earn Extra Income income,tutorials,hustles\n",
      "Twitter Poll: Pick the Next Charity Event Gaming PC Build: Budget to High-End high,twitter,pc\n",
      "Robo-Advisors: Automating Your Investments Eco-Friendly Projects: Using Recycled Materials Warehouse Sale: Bulk Discounts advisors,warehouse,projects\n",
      "Professional Certifications: Boost Your Resume Best Sellers: Fashion Trends for Summer Sleep Hygiene: Ways to Improve Rest Photography Hotspots: Instagrammable Sights hygiene,fashion,instagrammable\n",
      "Annuities: Pros and Cons for Retirement Interview: Director Discusses Vision for Franchise annuities,retirement,pros\n",
      "Exclusive Clip: Sneak Peek of New Series Working Holiday Visas: Countries That Offer Them Credit Card Rewards: Maximizing Perks maximizing,sneak,rewards\n",
      "Hostel Reviews: Finding Budget Accommodation Healthy Skin: Skincare Routine Essentials Brand Loyalty Program: Earn Extra Points Opinion: The Future of Renewable Energy accommodation,skin,routine\n",
      "Breaking: Government Announces Stimulus Package Speed Reading: Techniques to Read Faster announces,breaking,faster\n",
      "Community Update: Neighborhood Crime Rate Drops Multiplayer Gaming: Online Platforms to Try Daily Deals: Curated Discounts Under $20 multiplayer,online,neighborhood\n",
      "Healthy Living: Importance of Daily Hydration Language Barriers: Tips for Communication Real Estate Investing: Rental Property Tips Facebook Marketplace: Tips to Sell Faster tips,living,marketplace\n",
      "Focus: The Rise of Independent Media Outlets Leather Crafting: Simple Wallet Project Allergy Advice: Seasonal Triggers and Solutions media,solutions,simple\n",
      "Headline: Historic Peace Agreement Signed Luxury Travel: High-End Resorts to Consider agreement,travel,signed\n",
      "Passive Income Ideas: Make Money While You Sleep Online Courses: Best Platforms for Professional Growth income,best,sleep\n",
      "Smart Watches: Fitness and Beyond Allergy Advice: Seasonal Triggers and Solutions Cosplay Guide: Crafting Detailed Costumes Skill-Based Courses: Graphic Design, Cooking, Etc. advice,guide,graphic\n",
      "5G Explained: What It Means for You 401(k) Match: Don’t Leave Free Money Behind match,leave,money\n",
      "Health Alert: New Variant Discovered Mind-Body Connection: Exercise and Mood Celebrity Gossip: Rumors Swirl Around Power Couple Online Marketplace: Handmade Crafts & Art alert,rumors,power\n",
      "Stained Glass: Techniques for Beginners Pinterest Board: DIY Craft Inspiration inspiration,beginners,board\n",
      "Stunt Performers: Unsung Heroes of Action Films Scholarships and Grants: How to Apply action,unsung,apply\n",
      "Update: New Regulations on Electric Vehicles Real Estate Investing: Rental Property Tips Oscars Throwback: Memorable Acceptance Speeches acceptance,memorable,new\n",
      "Instagram Reels: Fashion Lookbook Trends Headphone Reviews: Noise-Canceling Comparisons lookbook,trends,instagram\n",
      "Comparison Chart: Subscription Box Services Watchdog Report: Government Spending Under Scrutiny Crypto Wallets: Keeping Digital Assets Safe Facebook Marketplace: Tips to Sell Faster safe,keeping,government\n",
      "Facebook Watch Party: Movie Night Online Auction: Rare Collectibles Bidding Sleep Hygiene: Ways to Improve Rest rare,auction,bidding\n",
      "Vinyl Cutting: Personalized Stickers Photography Hotspots: Instagrammable Sights Credit Card Rewards: Maximizing Perks hotspots,personalized,perks\n",
      "LinkedIn Pulse: Thought Leaders Share Insights Graduate School: Application Process Explained application,explained,graduate\n",
      "Global Conflict: Leaders Call for Ceasefire Data Security: Protecting Your Digital Life Test Anxiety: Techniques to Stay Calm Sleep Hygiene: Ways to Improve Rest improve,test,stay\n",
      "Trend Alert: Short-Form Comedy Videos Financial Literacy: Teaching Kids About Money Online Degrees: Accreditation and Value degrees,accreditation,value\n",
      "Mobile Checkout: Fast and Secure Stained Glass: Techniques for Beginners Side Hustles: Earn Extra Income Critics’ Corner: Best Films of the Year glass,techniques,stained\n",
      "Film Festival Preview: Must-See Indies Opinion: Education Reform Needed Now festival,preview,needed\n",
      "E-Readers: Best for Book Lovers Online Degrees: Accreditation and Value Healthy Recipes: Quick and Nutritious Meals Financial Goals: Short, Medium, Long Term accreditation,value,term\n",
      "Special Feature: Education Gap Worries Experts Strength Training: Beginner’s Weightlifting Tips New Movie Trailer: Blockbuster Sequel Drops Travel Photography: Capturing Landmarks beginner,weightlifting,travel\n",
      "Mental Health Break: Guided Mindfulness Online Marketplace: Handmade Crafts & Art art,online,mindfulness\n",
      "Discord Bot Tips: Streamline Community Chats Deal Alert: Electronics Clearance Sale alert,sale,electronics\n",
      "Community Discussion: Cultural Impact of Hit TV Show Update: Urban Development Plans Unveiled Debt Snowball vs. Debt Avalanche Methods debt,vs,methods\n",
      "DIY Electronics: Arduino Starter Projects Morning Brief: Top Five Stories You Need to Know diy,arduino,brief\n",
      "Warehouse Sale: Bulk Discounts Exclusive Interview: Whistleblower Speaks Out Slack Workspace: Startup Collaboration Hub workspace,whistleblower,interview\n",
      "Daily Deals: Curated Discounts Under $20 Live Tweet: Sports Game Coverage Laptop Buyer’s Guide: Specs That Matter Musical Collaboration: Two Superstars Team Up laptop,sports,guide\n",
      "DIY Tech: Raspberry Pi Smart Mirror Instagram Live: Celebrity Q&A Session live,mirror,celebrity\n",
      "Critics’ Corner: Best Films of the Year Slack Workspace: Startup Collaboration Hub Opinion: The Future of Renewable Energy Crochet Basics: Granny Squares renewable,films,energy\n",
      "DIY Home Decor: Upcycling Old Furniture Product Comparison: Top Smartphones Under $500 upcycling,product,old\n",
      "Deal Alert: Electronics Clearance Sale Wearable Tech: Best Fitness Trackers Fitness App Reviews: Which One is Right? fitness,electronics,wearable\n",
      "Tax Deductions: Maximizing Your Refund Ceramics at Home: Simple Clay Projects Social Audio: New Platform Debuts Traveling Light: Minimalist Packing Tips platform,maximizing,minimalist\n",
      "Live Streaming Setup: Essential Gear Office Ergonomics: Preventing Back Pain gear,setup,preventing\n",
      "Online Courses: Best Platforms for Professional Growth Papercraft: Origami and Kirigami kirigami,best,courses\n",
      "Bond Basics: Safe Haven or Not? Celebrity Gossip: Rumors Swirl Around Power Couple Home Wi-Fi Tips: Boosting Your Signal Learning Styles: Visual, Auditory, Kinesthetic auditory,signal,gossip\n",
      "Top Deals: Daily Tech Discounts Streaming Picks: Top Shows You Missed Metalworking: Beginner Welding Tips welding,picks,shows\n",
      "Online Campus: Virtual University Tours Earnings Season: What Investors Need to Watch Computer Monitors: 4K vs. Ultrawide Breaking: Airline Strike Grounds Flights Nationwide airline,virtual,university\n",
      "Language Certification: TOEFL, IELTS Tips Breaking: Fire Breaks Out at Historic Museum Travel Budget Calculator: Plan Your Expenses Tech Startup Spotlight: Innovative Solutions museum,plan,solutions\n",
      "Hostel Reviews: Finding Budget Accommodation Stock Market Indices: NASDAQ vs. S&P 500 accommodation,stock,reviews\n",
      "Live Tweet: Sports Game Coverage TV Cancellations: Fans Petition for Renewal ELearning Analytics: Tracking Progress Breaking: Airline Strike Grounds Flights Nationwide strike,nationwide,live\n",
      "Hydration Challenge: 30-Day Water Intake DIY Robot: Simple Robotics for Beginners water,intake,hydration\n",
      "Exclusive Clip: Sneak Peek of New Series Multiplayer Gaming: Online Platforms to Try Mortgage Approval: Strengthening Your Application Backpacking Europe: Must-See Destinations mortgage,peek,platforms\n",
      "Box Office Report: Weekend Numbers Soar Coupons & Vouchers: Stacking Promotions Stock Market Overview: Today’s Biggest Gainers soar,weekend,vouchers\n",
      "ETF Comparison: Index Funds vs. Thematic Funds Scholarships and Grants: How to Apply Online Forum: Language Exchange Community DIY Chalk Paint: Upcycling Furniture funds,vs,online\n",
      "Celebrity Chef Launches Cooking Show Slack Workspace: Startup Collaboration Hub Upcycling Clothes: Fashion Makeovers Home Decor: Trending Minimalist Styles workspace,hub,fashion\n",
      "TikTok Duet Challenge: Join the Fun State of the Economy: Market Volatility Continues Passive Income Ideas: Make Money While You Sleep Online Auction: Rare Collectibles Bidding sleep,online,money\n",
      "Twitter Spaces: Live Chat with Influencers Running Tips: Avoiding Common Injuries Data Security: Protecting Your Digital Life Flash Deal Countdown: Final Hours final,running,security\n",
      "Checkout Security: Protect Your Data Streaming Wars: Platform Comparison Cross-Country Train Ride: A Unique Experience data,protect,wars\n",
      "Vehicle Maintenance: Basic Car Repairs Kids’ Corner: Toy Store Deals Opinion: Balancing National Security and Civil Liberties liberties,store,security\n",
      "Breaking: Airline Strike Grounds Flights Nationwide Self-Care Essentials: Journaling and More airline,strike,self\n",
      "Travel Photography: Capturing Landmarks Credential Stacking: Building Expertise Fitness App Reviews: Which One is Right? Price Match Guarantee: How to Claim app,stacking,right\n",
      "Home Brewing: Craft Your Own Beer Slack Workspace: Startup Collaboration Hub Sleep Hygiene: Ways to Improve Rest beer,startup,sleep\n",
      "Flashcards: Memorization Techniques Earnings Season: What Investors Need to Watch memorization,techniques,season\n",
      "City Pass: Saving on Tourist Attractions Public Speaking Skills: Overcoming Stage Fright attractions,city,fright\n",
      "Best Practices: Dealing with Trolls Opinion: The Future of Renewable Energy Homeschooling Guide: Curriculum Planning energy,planning,opinion\n",
      "Model Building: Assembling Scale Airplanes Travel Photography: Capturing Landmarks Reading Lists: Classics and Modern Must-Reads Real Estate Investing: Rental Property Tips airplanes,photography,lists\n",
      "Study Tips: Effective Note-Taking Techniques Electronics Repair: Soldering Tutorials note,soldering,electronics\n",
      "Candle Making: Scented and Decorative Ideas Tax-Free Investments: Municipal Bonds Overview Mega Discount: Year-End Clearance Specials Fan Convention: Highlights and Surprise Guests bonds,surprise,specials\n",
      "Private Group: Entrepreneurs Share Advice Customer Review: 5 Stars for Home Appliance Editorial: The Role of Social Media in Politics Costume Design: Iconic Looks from Film History advice,social,share\n",
      "Photography Hotspots: Instagrammable Sights Side Hustles: Earn Extra Income Electronics Repair: Soldering Tutorials Multiplayer Gaming: Online Platforms to Try multiplayer,soldering,sights\n",
      "User Recommendations: Top Rated by Peers Dental Care: Secrets to a Brighter Smile peers,rated,recommendations\n",
      "Road Trip Essentials: Packing Checklist Wellness Retreats: Top Destinations Drone Footage: Capturing Epic Aerial Shots Distance Learning Tools: Video Conferencing Basics aerial,video,trip\n",
      "Online Auction: Rare Collectibles Bidding Mortgage Rates: Refinance or Wait? auction,refinance,rates\n",
      "Analysis: Shifts in Global Power Dynamics Sleep Hygiene: Ways to Improve Rest ways,analysis,sleep\n",
      "Online Marketplace: Handmade Crafts & Art TV Spin-Off: Beloved Series Gets Reboot E-Readers: Best for Book Lovers crafts,marketplace,handmade\n",
      "DIY Hydroponics: Indoor Gardening Setup Dietary Supplements: Pros and Cons Headphone Reviews: Noise-Canceling Comparisons setup,headphone,pros\n",
      "DIY Tech: Raspberry Pi Smart Mirror Plant-Based Diet: Getting Enough Protein diy,plant,pi\n",
      "Research Papers: How to Find Scholarly Articles Spotlight: Rising Actor Lands Breakthrough Role Community Spotlight: Notable Members Mind-Body Connection: Exercise and Mood spotlight,actor,scholarly\n",
      "Snapchat Spotlight: Viral Stories Gardening Basics: Starting a Vegetable Patch basics,stories,starting\n",
      "Exclusive Interview: Whistleblower Speaks Out Family Vacation: Kid-Friendly Destinations Cloud Storage: Comparing Popular Services whistleblower,vacation,kid\n",
      "SAT/ACT Prep: Strategy and Practice Remote Work Tools: Collaboration Software Best Practices: Dealing with Trolls Concert Review: Epic Performance in Sold-Out Arena work,performance,practice\n",
      "TV Pilot Season: What’s Coming Next Year Photography Tips: Capturing Better Portraits Live Coverage: Protesters Gather in Capital year,pilot,portraits\n",
      "Cake Toppers: 3D Printing Designs Subscription Model: Is It Worth It? worth,toppers,cake\n",
      "Fitness Routine: 10-Minute Home Workout TikTok Duet Challenge: Join the Fun join,challenge,tiktok\n",
      "Behind the Music: Producer Tells All Healthy Aging: Tips for Seniors Flight Delays: Passenger Rights passenger,rights,music\n",
      "Fulfillment Center: Behind the Scenes Breaking: Major Earthquake Hits Coastal Region Distance Learning Tools: Video Conferencing Basics scenes,learning,video\n",
      "Stock Watchlist: Trending Companies to Track Breaking: Fire Breaks Out at Historic Museum breaking,trending,track\n",
      "Comment Section Debate: Mods Intervene Credit Card Rewards: Maximizing Perks card,comment,credit\n",
      "Annuities: Pros and Cons for Retirement Smart Watches: Fitness and Beyond Volunteer Travel: Make a Difference Abroad abroad,annuities,cons\n",
      "Candle Making: Scented and Decorative Ideas Beginner’s Guide: Building Credit History beginner,history,guide\n",
      "Repair or Replace? Fixing Old Devices Opinion: Education Reform Needed Now needed,reform,repair\n",
      "Private Group: Entrepreneurs Share Advice Plant-Based Diet: Getting Enough Protein Stock Watchlist: Trending Companies to Track Box Office Predictions: Summer Blockbusters advice,predictions,private\n",
      "Sleep Hygiene: Ways to Improve Rest Flash Deal Countdown: Final Hours Smartphone Showdown: iOS vs. Android android,smartphone,sleep\n",
      "Photography Tips: Capturing Better Portraits Meditation Guide: Finding Inner Peace Budget Smartphone: Reliable Options Under $300 peace,options,finding\n",
      "Budget Smartphone: Reliable Options Under $300 Costume Design: Iconic Looks from Film History budget,smartphone,iconic\n",
      "Personal Budgeting: 50/30/20 Rule Explained Latest Tech News: Gadget Roundup Office Ergonomics: Preventing Back Pain budgeting,rule,roundup\n",
      "Price Match Guarantee: How to Claim Language Learning: Apps for Quick Progress Must-Try Adventures: Skydiving and More learning,language,price\n",
      "Laptop Upgrades: RAM and SSD Installation Mortgage Approval: Strengthening Your Application application,upgrades,strengthening\n",
      "Twitch Stream: Community Gaming Night Strength Training: Beginner’s Weightlifting Tips weightlifting,gaming,strength\n",
      "Customer Review: 5 Stars for Home Appliance Oscars Throwback: Memorable Acceptance Speeches acceptance,memorable,appliance\n",
      "Opinion: Balancing National Security and Civil Liberties Headphone Reviews: Noise-Canceling Comparisons Album Review: Critic’s Take on New Release album,national,opinion\n",
      "Buyer’s Guide: Best Laptops for Students Award Season Buzz: Top Nominees Announced announced,award,best\n",
      "Gaming Console Wars: PS vs. Xbox vs. Switch Global Headlines: UN Summit Concludes Behind the Scenes: Filming Location Secrets vs,concludes,console\n",
      "Online Moderation: Advanced Techniques Study Tips: Effective Note-Taking Techniques techniques,advanced,tips\n",
      "Public Safety: Tips for Emergency Preparedness Thesis Writing: Structure and Guidelines emergency,guidelines,preparedness\n",
      "Credit Card Rewards: Maximizing Perks Music Chart Update: Who Topped the Billboard? billboard,rewards,perks\n",
      "Opinion: Balancing National Security and Civil Liberties Online Forum: Language Exchange Community Eco-Friendly Projects: Using Recycled Materials Mortgage Approval: Strengthening Your Application language,online,opinion\n",
      "DIY Jewelry: Bead and Wire Tutorials Niche Community: Hobbyists Unite New Collection: Designer Fashion Drop wire,jewelry,hobbyists\n",
      "Social Media Feud: Musicians Clash on Twitter Guidebook Roundup: Which One Is Best? Homeschooling Guide: Curriculum Planning Tech Stocks: Breaking Earnings Reports best,tech,stocks\n",
      "How-To Guide: Building a Follower Base Working Holiday Visas: Countries That Offer Them Podcast Spotlight: True Crime Goes Hollywood Knitting Patterns: Cozy Scarves and Hats working,offer,podcast\n",
      "Concert Review: Epic Performance in Sold-Out Arena Day Trading Strategies: Technical Analysis 101 Electric Vehicles: Charging Solutions Productivity Hacks: Pomodoro Method analysis,performance,hacks\n",
      "Facebook Group: Parenting Tips and Support Award Season Buzz: Top Nominees Announced Drop Shipping: How It Works for Sellers Peer Learning: Forming Study Groups sellers,peer,works\n",
      "DIY Garden Pond: Setting Up a Water Feature Healthy Recipes: Quick and Nutritious Meals TikTok Education: Quick Tutorials on Coding Laptop Cooling: Prevent Overheating quick,meals,tiktok\n",
      "Community Discussion: Cultural Impact of Hit TV Show Online Marketplace: Handmade Crafts & Art Workout Gear: Best Budget Equipment handmade,tv,marketplace\n",
      "Destination Spotlight: Tropical Island Escapes MOOC Forums: Engage with Classmates Brand Loyalty Program: Earn Extra Points brand,spotlight,program\n",
      "Bond Basics: Safe Haven or Not? Laptop Upgrades: RAM and SSD Installation Online Support Group: Mental Health Check-In laptop,safe,haven\n",
      "Men’s Health: Prostate and Heart Care Travel Forums: Get Advice from Locals Trend Alert: Short-Form Comedy Videos Tech Stocks: Breaking Earnings Reports advice,travel,tech\n",
      "DIY Patio: Building a Deck from Scratch Stock Market Overview: Today’s Biggest Gainers SAT/ACT Prep: Strategy and Practice Chronic Pain Management: Therapist Insights act,overview,practice\n",
      "Best Sellers: Fashion Trends for Summer Fan Art Showcase: Creative Tributes to Icons Crochet Basics: Granny Squares Fitness Routine: 10-Minute Home Workout workout,minute,routine\n",
      "Home Wi-Fi Tips: Boosting Your Signal Retirement Planning: 401(k) vs. IRA home,tips,signal\n",
      "Mental Health Awareness: Coping Strategies DIY Patio: Building a Deck from Scratch Celebrity Gossip: Rumors Swirl Around Power Couple mental,power,rumors\n",
      "Nutrition Labels: Decoding Ingredients Open-Source Software: Alternatives to Paid Apps ingredients,alternatives,labels\n",
      "Crypto Wallets: Keeping Digital Assets Safe Opinion: Balancing National Security and Civil Liberties assets,balancing,civil\n",
      "Repair or Replace? Fixing Old Devices Immunity Boost: Natural Remedies boost,devices,fixing\n",
      "Passive Income Ideas: Make Money While You Sleep International Shipping: Customs and Duties Flashcards: Memorization Techniques memorization,money,customs\n",
      "TikTok Trend: Viral Dance Explodes Nationwide Mortgage Rates: Refinance or Wait? How-To: Speed Up Your Old Computer Breaking: Fire Breaks Out at Historic Museum dance,mortgage,wait\n",
      "TikTok Duet Challenge: Join the Fun Laptop Cooling: Prevent Overheating Voice Actor Interview: Bringing Characters to Life Cake Toppers: 3D Printing Designs actor,tiktok,printing\n",
      "Nutrition Labels: Decoding Ingredients Test Anxiety: Techniques to Stay Calm anxiety,calm,techniques\n",
      "Buyer’s Remorse? Hassle-Free Returns Healthy Skin: Skincare Routine Essentials remorse,buyer,returns\n",
      "Health Alert: New Variant Discovered Clubhouse Room: Nightly Discussion Group Buyer’s Guide: Best Laptops for Students alert,best,buyer\n",
      "Product Comparison: Top Smartphones Under $500 Live Tweet: Sports Game Coverage Breaking: Government Announces Stimulus Package DIY Garden Pond: Setting Up a Water Feature government,stimulus,sports\n",
      "Community Spotlight: Notable Members How-To: Saving Money with Coupon Codes coupon,members,spotlight\n",
      "DIY Patio: Building a Deck from Scratch Live Coverage: Protesters Gather in Capital building,capital,coverage\n",
      "Time Management: Tools for Students Social Media Feud: Musicians Clash on Twitter Cultural Etiquette: Dos and Don’ts Abroad abroad,students,twitter\n",
      "Cybersecurity Basics: Avoiding Phishing Scams Language Learning: Apps for Quick Progress scams,apps,language\n",
      "Behind the Music: Producer Tells All Price Match Guarantee: How to Claim match,claim,guarantee\n",
      "Social Audio: New Platform Debuts Thesis Writing: Structure and Guidelines Casting Rumors: Fans Speculate Next Big Role Papercraft: Origami and Kirigami audio,structure,speculate\n",
      "Reality TV Recap: Most Shocking Eliminations Portfolio Diversification: Why It Matters Traveling Light: Minimalist Packing Tips matters,packing,portfolio\n",
      "International Driving Permit: How to Apply Online Campus: Virtual University Tours Best Sellers: Fashion Trends for Summer summer,online,virtual\n",
      "Celebrity Gossip: Rumors Swirl Around Power Couple Comment Section Debate: Mods Intervene Working Out at Home: Minimal Equipment Needed Learning Styles: Visual, Auditory, Kinesthetic working,gossip,rumors\n",
      "Hashtag Campaign: Raising Awareness for Charity Economic Calendar: Key Dates to Know awareness,hashtag,raising\n",
      "EdTech Trends: Future of Digital Classrooms Honeymoon Destinations: Romantic Getaways getaways,future,edtech\n",
      "Crypto Regulations: Global Approaches Destination Weddings: Planning Tips weddings,destination,crypto\n",
      "Portfolio Diversification: Why It Matters Consumer Alert: Food Recall Expanded Test Anxiety: Techniques to Stay Calm alert,portfolio,matters\n",
      "Critics’ Corner: Best Films of the Year Live Tweet: Sports Game Coverage best,corner,coverage\n",
      "Wellness Retreats: Top Destinations Pinterest Board: DIY Craft Inspiration wellness,inspiration,retreats\n",
      "Knifemaking: Forging Your First Blade Skill-Based Courses: Graphic Design, Cooking, Etc. Registered Dietitian Q&A: Ask the Expert Cultural Phenomenon: Global K-Pop Invasion ask,knifemaking,invasion\n",
      "Gadget Release: Pre-Order Now Available Laptop Buyer’s Guide: Specs That Matter laptop,available,matter\n",
      "Financial Independence: FIRE Movement Explained Shopping App Features: One-Click Buy app,buy,movement\n",
      "E-Readers: Best for Book Lovers Pinterest Board: DIY Craft Inspiration Soap Making: Melt and Pour Method Local Cuisine: Best Seafood in Coastal Towns best,cuisine,towns\n",
      "How-To: Speed Up Your Old Computer Mortgage Approval: Strengthening Your Application Moderation 101: Keeping Forums Civil application,approval,civil\n",
      "Virtual Reality: Top Headsets Reviewed Financial Literacy: Teaching Kids About Money Twitter Trends: Daily Analytics Recap Costume Design: Iconic Looks from Film History virtual,iconic,history\n",
      "Small Business Loans: How to Qualify Album Review: Critic’s Take on New Release Workout Gear: Best Budget Equipment critic,qualify,loans\n",
      "Music Chart Update: Who Topped the Billboard? International Driving Permit: How to Apply Beginner’s Guide: Building Credit History Price Tracker: Monitor Product Fluctuations apply,topped,product\n",
      "Learning Styles: Visual, Auditory, Kinesthetic TikTok Education: Quick Tutorials on Coding Stock Watchlist: Trending Companies to Track auditory,watchlist,stock\n",
      "Home Office Setup: Essential Gear Resin Art: Coasters and Jewelry Language Learning: Apps for Quick Progress Real Estate Crowdfunding: The Basics apps,language,learning\n",
      "Live Streaming Setup: Essential Gear Saving for College: 529 Plans Explained Deal Alert: Electronics Clearance Sale Election Spotlight: Debate Highlights setup,live,highlights\n",
      "TikTok Duet Challenge: Join the Fun Reality Reunion: Controversial Cast Members Return Gardening Basics: Starting a Vegetable Patch patch,reunion,return\n",
      "Test Anxiety: Techniques to Stay Calm Editorial: Supporting Local Journalism Wireless Charging: Myths and Facts wireless,myths,facts\n",
      "Finding Cheap Flights: Comparison Sites Calligraphy Practice: Beautiful Handwriting Chronic Pain Management: Therapist Insights Concert Review: Epic Performance in Sold-Out Arena insights,management,practice\n",
      "Budget Spreadsheet: Free Templates Buyer’s Remorse? Hassle-Free Returns DIY Gaming Table: Building a Custom Setup free,setup,remorse\n",
      "Passive Income Ideas: Make Money While You Sleep DIY Jewelry: Bead and Wire Tutorials Online Degrees: Accreditation and Value Running Tips: Avoiding Common Injuries accreditation,value,tutorials\n",
      "Editorial: The Role of Social Media in Politics Community Guidelines: Best Practices Economic Calendar: Key Dates to Know editorial,politics,economic\n",
      "TikTok Trend: Viral Dance Explodes Nationwide Budget Smartphone: Reliable Options Under $300 Payment Methods: Guide to Online Wallets online,trend,tiktok\n",
      "Home Wi-Fi Tips: Boosting Your Signal Influencer Collab: Joint Giveaway Announced Tax-Free Investments: Municipal Bonds Overview wi,joint,home\n",
      "Profile: Trailblazing Journalist Wins Award Tech Jobs: Skills In-Demand Right Now Musical Collaboration: Two Superstars Team Up Facebook Group: Parenting Tips and Support award,trailblazing,tips\n",
      "Virtual Event: Community Meetup Online Ceramics at Home: Simple Clay Projects event,meetup,projects\n",
      "Travel Blog: Inspiring Solo Adventures Comparison Chart: Subscription Box Services Trend Alert: Short-Form Comedy Videos Saving for College: 529 Plans Explained adventures,travel,subscription\n",
      "Reality Reunion: Controversial Cast Members Return Headline: Historic Peace Agreement Signed Online Forum: Language Exchange Community Model Building: Assembling Scale Airplanes scale,members,reality\n",
      "Pinterest Board: DIY Craft Inspiration Plant-Based Diet: Getting Enough Protein Interview: Lawmaker Discusses Climate Policies Gaming Console Wars: PS vs. Xbox vs. Switch vs,based,switch\n",
      "Online Forum: Language Exchange Community Sitewide Promotion: Free Shipping Weekend Throwback: Classic Movies Worth Rewatching Allergy Advice: Seasonal Triggers and Solutions worth,rewatching,weekend\n",
      "Influencer Marketing: Tips for Growth Nutrition Myths: Debunked by Experts debunked,experts,growth\n",
      "Community Update: Neighborhood Crime Rate Drops Peer Learning: Forming Study Groups Crypto Regulations: Global Approaches approaches,study,rate\n",
      "Productivity Hacks: Pomodoro Method Best Practices: Dealing with Trolls best,trolls,dealing\n",
      "Live Streaming Setup: Essential Gear Speed Reading: Techniques to Read Faster Recommerce: Second-Hand Market on the Rise Clean Tech: Renewable Energy Advancements advancements,market,live\n",
      "Gaming Accessories: Keyboards and Mice Daily Deals: Curated Discounts Under $20 Mortgage Approval: Strengthening Your Application accessories,strengthening,mice\n",
      "TV Show Finale: Fan Reactions Pour In Holistic Health: Integrative Medicine Explained Facebook Watch Party: Movie Night watch,medicine,party\n",
      "Running Tips: Avoiding Common Injuries Health Alert: New Variant Discovered new,alert,avoiding\n",
      "Breaking: Tech Giant Announces Global Layoffs Credit Score Guide: Improving Your Rating announces,breaking,credit\n",
      "Mental Health Apps: Tracking Your Mood Laptop Cooling: Prevent Overheating Reddit Gold: Celebrating Milestone Posts prevent,mental,milestone\n",
      "Travel Journal: Documenting Every Mile Drop Shipping: How It Works for Sellers Reality TV Recap: Most Shocking Eliminations Study Abroad: Choosing the Right Program abroad,reality,right\n",
      "Model Railroad: Building Scenic Layouts Cryptocurrency News: Bitcoin Price Surge news,surge,bitcoin\n",
      "Habits Tracker: Building Consistency Gift Guide: Birthday Presents for All Ages Programming Tutorial: Learn Python Basics ages,python,tutorial\n",
      "Bluetooth Gadgets: Wireless Life Hacks Discord Server: Gamers Unite for Tournament Speed Reading: Techniques to Read Faster Mega Discount: Year-End Clearance Specials bluetooth,unite,tournament\n",
      "Product Bundles: Save More When You Combine Quilting Patterns: Modern Designs International Driving Permit: How to Apply apply,save,quilting\n",
      "Subreddit Thread: AMA with Industry Expert Trending: Celebrity Activism at Climate Rally Model Railroad: Building Scenic Layouts Shopping Tip: Credit Card Rewards Explained activism,shopping,industry\n",
      "Time Management: Tools for Students Cake Toppers: 3D Printing Designs TikTok Duet Challenge: Join the Fun Box Office Predictions: Summer Blockbusters blockbusters,office,management\n",
      "Subscription Model: Is It Worth It? Model Building: Assembling Scale Airplanes model,airplanes,assembling\n",
      "Computer Monitors: 4K vs. Ultrawide Open Educational Resources: Free Textbooks Travel Scams: How to Stay Safe vs,computer,educational\n",
      "Concert Review: Epic Performance in Sold-Out Arena STEM Education: Projects and Experiments Credit Score Guide: Improving Your Rating concert,experiments,epic\n",
      "Album Review: Critic’s Take on New Release Niche Community: Hobbyists Unite album,review,release\n",
      "Vinyl Cutting: Personalized Stickers Community Update: Neighborhood Crime Rate Drops Instagram Challenges: Growing Your Audience Smart Home Security: Cameras and Sensors neighborhood,drops,smart\n",
      "Red Carpet Rundown: Who Wore It Best? Moderation 101: Keeping Forums Civil wore,moderation,keeping\n",
      "Wearable Tech: Best Fitness Trackers Digital Nomad Life: Remote Work Abroad Knitting Patterns: Cozy Scarves and Hats abroad,work,life\n",
      "Online Tutoring: Tips for Effective Sessions Facebook Watch Party: Movie Night Cross-Country Train Ride: A Unique Experience Shopping Tip: Credit Card Rewards Explained effective,movie,rewards\n",
      "Stained Glass: Techniques for Beginners Sitewide Promotion: Free Shipping Weekend Financial Goals: Short, Medium, Long Term weekend,shipping,medium\n"
     ]
    }
   ],
   "source": [
    "df_out = generate_dissimilar_documents(df_dis)"
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   "id": "62682a4d-bdd6-449f-9bad-f0b728f70f2a",
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   "id": "6116135b-086b-4f33-b3f9-67bf53088a37",
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    "df_out.to_csv('./test_data/dissimilar_topics_and_keywords_01_10.csv')"
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