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https://t.co/IDguRcFS62 #LVMenFW22 is happening now! Watch the fashion show live from Paris. #LouisVuitton https://twitter.com/BTS_twt/status/1484165878040072194

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You can't make this up. https://t.co/mNG79FxBbB https://t.co/nm5I7FDUKX https://twitter.com/KalebPrime/status/1484167099480264705

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The most epic, star-studded @Pepsi Super Bowl LVI Halftime Show trailer is OUT! 📽️🌟 Watch these five music titans get ready for the #PepsiHalftime Show on Feb 13th. https://t.co/Zgesis0IWB https://t.co/KiUqUjYZxi https://twitter.com/NFL/status/1484169143418978306

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We want to remind the great powers that there are no minor incursions and small nations. Just as there are no minor casualties and little grief from the loss of loved ones. I say this as the President of a great power 🇺🇦 https://twitter.com/ZelenskyyUa/status/1484171183264129025

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#TREASURE THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <CHOI HYUN SUK> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/uAyecTJYL8 📺NAVER TV: https://t.co/XvAsayWVrX #트레저 #CHOIHYUNSUK #최현석 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/y5j7XaqJC7 https://twitter.com/ygent_official/status/1484179059865448450

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#TREASURE 'THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <JUNKYU> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/oQ1D2MGSeG 📺NAVER TV: https://t.co/2NVIrmyozr #트레저 #JUNKYU #준규 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/yuO91eIjas https://twitter.com/ygent_official/status/1484179439672250368

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blessed https://twitter.com/tylerthecreator/status/1484180319095844869

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Just to recap: We spend $750 billion a year on the Military to "bring democracy" to other countries but we can't pass a bill to make it easier for Americans to vote here. https://twitter.com/DanPriceSeattle/status/1484209426630430724

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xoxo https://t.co/Jg9VOdXvLW https://twitter.com/sydney_sweeney/status/1484220049212723203

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VOTES COUNT DOUBLE TODAY Retweet and send #KlayThompson to #NBAAllStar https://t.co/VgTtW4H4xr https://twitter.com/warriors/status/1484221686643834894

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JUST IN: Kyrsten Sinema’s favorability among Democrats in Arizona has fallen to a new low of 8 percent. 80% of Arizona Democrats view her unfavorably. (@civiqs) https://twitter.com/NoLieWithBTC/status/1484227488989466632

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I'm going to give $1,000 to someone random who retweets this tweet in the next 7 hours (on top of the other money I'm giving away, must be following me so I can dm you!) https://twitter.com/pulte/status/1484227620090830848

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Mars is facing a lawsuit for child slavery. This is a master class in "look over here instead.” https://t.co/TWChik3PcO https://twitter.com/von_owie/status/1484249083850145793

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Y'all gotta chill 😂 https://t.co/PS4O9lsn9d https://twitter.com/RaeSremmurd/status/1484252389892935680

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14 years ago today, the world met Walter White. https://t.co/MI2Go8qhc8 https://twitter.com/BreakingBad/status/1484257670349549568

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Over the last year, Steph... ▪️ Became Warriors' all-time scoring leader ▪️ Became Warriors' all-time assists leader ▪️ Won the 2020-21 NBA scoring title ▪️ Became NBA's all-time 3-point leader ▪️ Set record for consecutive games with a three #StephenCurry || #NBAAllStar https://t.co/baUI1sloXe https://twitter.com/warriors/status/1484260190207856646

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We loved seeing y'all at NY Times Square. We really loved how crazy y'all went seeing #7FATES_CHAKHO on the big screen. Thanks for celebrating with us! 💚💜 Read 7FATES: CHAKHO only on #WEBTOON ~ 😉 https://t.co/k8c1WBTNJN https://t.co/R8P7fSgG6o https://twitter.com/webtoonofficial/status/1484269504435654657

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Had good calls this week with leaders at Sony. I confirmed our intent to honor all existing agreements upon acquisition of Activision Blizzard and our desire to keep Call of Duty on PlayStation. Sony is an important part of our industry, and we value our relationship. https://twitter.com/XboxP3/status/1484273335139651585

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𝐖𝐄'𝐑𝐄 𝐓𝐇𝐑𝐎𝐔𝐆𝐇 𝐓𝐎 𝐓𝐇𝐄 𝐂𝐀𝐑𝐀𝐁𝐀𝐎 𝐂𝐔𝐏 𝐅𝐈𝐍𝐀𝐋! 🔴 https://t.co/GcEzSitcbY https://twitter.com/LFC/status/1484279008476942336

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2022 so far https://t.co/7Z0ru1m3eQ https://twitter.com/Saberspark/status/1484284725015592966

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they told green m&m she couldn't go to euphoria high school anymore https://t.co/IOVqGVZmlC https://twitter.com/alex_abads/status/1484287642275614721

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Wembley awaits 🏟️ https://t.co/pEbnntZz8m https://twitter.com/LFC/status/1484289866682843136

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This is Dutch. He’s a dentist therapy dog. He’ll rest in your lap and cuddle you while you’re there. 13/10 would floss if he asked me to https://t.co/Bkhq0Avkpn https://twitter.com/dog_rates/status/1484290572722401283

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Hello @BBCNews @SkyNews @itvnews @GMB why the news blackout on the massive queues of lorries heading to the Channel? I would have thought major economic damage and industrial inconvenience caused by new red tape due to a political choice falls within definition of newsworthy https://twitter.com/campbellclaret/status/1484294420400852993

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London is Red. See you at Wembley 🔴 https://t.co/QdlaoHx1uN https://twitter.com/TrentAA/status/1484294555281276937

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All dates will be rescheduled More info coming soon 💔 https://t.co/k0A4lXhW5l https://twitter.com/Adele/status/1484296618191069186

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Got mugged last night (I’m fine) Guy wanted my wallet but I couldn’t find it quick enough so he took my whole bag I walked past the bodega it happened in front of just now and found my wallet out front, cash still inside Highly recommend havin a wallet that looks like trash https://t.co/rINB5Ifugt https://twitter.com/hanfrish/status/1484298466616659972

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Yellow card. Of course. https://t.co/DZncR5vPMt https://twitter.com/ToniKroos/status/1484304335190499329

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I trained with Dale today https://t.co/0WEyr1ev2H https://twitter.com/MoistCr1TiKaL/status/1484310223481282568

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[#산] See you soon❤️ #ATEEZ #에이티즈 https://t.co/IcC6clTcZL https://twitter.com/ATEEZofficial/status/1484318771707666438

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Just finished qc'ing the movie on a massive screen at @IMAX today. Looked and sounded so incredible. What a beautiful, immersive format. #TheBatman https://t.co/K5brLM3ioO https://twitter.com/mattreevesLA/status/1484324050386112514

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since we're talking about wharton I would like to share some of my experiences there as a low-income undergrad. so at penn, there are more students in the top 0.1% income bracket than in the bottom 20%. only about 3% of the student body are from the bottom 20%— I was one of them https://twitter.com/jasminericegirl/status/1484328356405411840

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#ENHYPEN is bringing another listening party to ENGENEs on 1/21 12PM KST (7PM PT/10PT ET) Don't miss your chance to meet ENGENEs from all around the world while you listen to the full #DIMENSION_ANSWER https://t.co/CjAnFt4yjS https://twitter.com/ENHYPEN/status/1484329901666623489

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When you're an introvert and your extrovert friends drag you to a party @MeowedOfficial https://t.co/6u3bMBmcgx https://twitter.com/9GAG/status/1484330152834191364

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#MitchPlease when I served our nation for 37 years NO ONE questioned if I was an American. Why are you fighting so hard to take voting rights away from people that look like me? @LeaderMcConnell @GOPLeader @MadisonSiriusXM https://t.co/5kCSaNqTci https://twitter.com/ltgrusselhonore/status/1484330768935489543

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Not enough attention has been paid to how powerful dark money interests mobilized to pressure Manchin and Sinema to maintain the filibuster—and, in turn, to maintain the power of those wealthy special interests at the expense of voters. 🧵 https://twitter.com/brendan_fischer/status/1484331960189145090

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Welcome to the party. #StephenCurry || #NBAAllStar https://t.co/39zS68mPIo https://twitter.com/warriors/status/1484332837713035265

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[Seventeen] Stray Kids(스트레이 키즈) Reveals How Their Friendship Has Changed Since Their Debut | Then vs. Now https://t.co/G8xpZNh6Gn #StrayKids #스트레이키즈 #Seventeen #YouMakeStrayKidsStay https://twitter.com/Stray_Kids/status/1484334414696161280

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Nothing is built, nothing is back, and nothing is better. https://twitter.com/KamVTV/status/1484337197213831168

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My heartfelt thanks to Mitch McConnell for initiating a record high turnout for Black voters on Nov. 8, 2022. 🤗 https://twitter.com/raykwong/status/1484340932463902721

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More than 200 million Americans are vaccinated. One billion free COVID-19 tests are available for Americans to order. More than 400 million free masks will soon be distributed to communities nationwide. We will get through this pandemic together. https://twitter.com/JoeBiden/status/1484340974813790215

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the way they’re just three different versions of the same couple is truly so wild to me https://t.co/YdTlNLxEtA https://twitter.com/niccolethurman/status/1484341113649459202

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ayy it’s Aquarius season ♒️ https://twitter.com/thegreatkhalid/status/1484342040548687877

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"My Life” Official Single Cover OUT IN 3 HOURS! #MarkTuan #MyLife #MyLife_MarkTuan https://t.co/vSgjGgXhHj https://twitter.com/marktuan/status/1484345229201186817

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It didn’t take for me to get older baby i was 12 and i was on her side https://t.co/PIHSuooGAs https://twitter.com/durrellyrell/status/1484348324350083079

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Pisa tower is leaning by 4° only but This temple in Varanasi is called Ratneshawar temple. It leans by 9°. Incredible India 🇮🇳 https://t.co/RXxFVIl6yo https://twitter.com/ErikSolheim/status/1484352570093019142

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#StephenCurry x #NBAAllStar Appreciate you, @BamBam1A 🤝 https://t.co/WYg8VmiWhw https://twitter.com/warriors/status/1484354661649813510

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Something is deeply broken with your COVID policy if the more vaccine doses you get in your arm, the more layers of mask you wear, and the more restrictions you face https://twitter.com/VPrasadMDMPH/status/1484360097086074880

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📣 Catch SB19’s feature on @1pro251’s album ‘RealRecognizeReal’! <Release Date> 2022.01.25 12:00 KST | 11:00 PHT #SB19 #OhwonLee #RealRecognizeReal https://t.co/kT4AmQi3IQ https://twitter.com/SB19Official/status/1484360337248108548

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Lavanya, student of Sacred Heart Higher Secondary School, Thirukattupali in Tamilnadu, committed suicide Girl said in her dying declaration video: She was tortured by school authorities for refusing to convert to Christianity & also forced her to clean rooms What was her fault? https://twitter.com/AskAnshul/status/1484367574565801985

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If you never quite understood what a "5th columnist” really was, here is @TuckerCarlson holding a Master Class of "”How to Openly Broadcast for America’s enemy.” #TokyoTucker https://t.co/CsgyGejoVc https://twitter.com/MalcolmNance/status/1484368391531941895

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"Stop disrespecting me, bro. ... I work too f--king hard" Penny Hardaway wasn't having it after Memphis' loss 😳 (via @CassieCarlsonTV) https://t.co/I5MWMgwYu7 https://twitter.com/BleacherReport/status/1484370539099549706

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A video dying declaration (32 IEA), yet SP @ThanjavurPolice gave clean chit! SP liable for action under 217, 218 IPC & AIS(Conduct)Rules for shielding accused. Only thorough impartial investigation by CID or CBI will give #JusticeforLavanya @tnpoliceoffl @CMOTamilnadu @HMOIndia https://t.co/aXJT1byUa4 https://twitter.com/MNageswarRaoIPS/status/1484371503747837953

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I am an American. #MitchPlease https://t.co/F2TR0TVPgO https://twitter.com/mmpadellan/status/1484373030172200960

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I refuse to stop being horny for green m&m https://twitter.com/JustinMcElroy/status/1484373313837166594

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This is the remarkable letter the 1/6 Comte sent to Ivanka Trump today. It's chock full of details. https://t.co/zz90Rue715 https://twitter.com/neal_katyal/status/1484374895286915077

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This year I wanna make more memories. https://twitter.com/ThegirlJT/status/1484375827751923712

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MUSIC VIDEO OUT SOON!! Come countdown together! https://t.co/n3p7uiexEg https://twitter.com/marktuan/status/1484389517230440449

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My Life (Official Music Video) Watch Here: https://t.co/qR3L1A8CuL #MarkTuan #MyLife #MyLife_MarkTuan https://t.co/JRtFtXdYLv https://twitter.com/dnaofficial/status/1484390687915208707

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WATCH: #GOT7’s #MarkTuan Reflects On Himself In Pensive MV For Single "My Life” https://t.co/HRV1DWBwSa https://t.co/6RPI4Qpzh2 https://twitter.com/soompi/status/1484397269269245958

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MY LIFE IS OUT NOW! ❤️‍🔥 https://t.co/n3p7uiexEg https://twitter.com/marktuan/status/1484410403689943042

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People will tell on themselves if you just let them talk https://twitter.com/brittanyrennerr/status/1484421664544890886

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At a time when the entire nation is marking the 125th birth anniversary of Netaji Subhas Chandra Bose, I am glad to share that his grand statue, made of granite, will be installed at India Gate. This would be a symbol of India’s indebtedness to him. https://t.co/dafCbxFclK https://twitter.com/narendramodi/status/1484421974629978113

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Till the grand statue of Netaji Bose is completed, a hologram statue of his would be present at the same place. I will unveil the hologram statue on 23rd January, Netaji’s birth anniversary. https://t.co/jsxFJwEkSJ https://twitter.com/narendramodi/status/1484422112714854405

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Almighty! We ask You to strengthen us so we can face whatever challenges You put in our path. We know You see our tears and hear our prayers. We also know that You're testing us. Grant us the ability to endure and face the challenges with utmost patience. Aameen. https://twitter.com/muftimenk/status/1484423155485655046

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What do you think i will upload when we hit 30M?🤔 https://twitter.com/BamBam1A/status/1484423615856590849

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Irfan who killed Heera Singh, brother of a woman who filed rape case against Irfan last year, holds a post in Aam Aadmi Party, as per locals. Watch this ground report by @KumaarSaagar https://t.co/GAs1sujso8 https://twitter.com/swati_gs/status/1484440354560823299

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God heal the families of the lost souls ( may their souls RIP ) and the people of Bogoso #Bogosoexplosion https://twitter.com/sarkodie/status/1484441843228160001

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You have to grant this to @narendramodi : no one has done more for Netaji Subhas Chandra Bose’s memory and rekindled his contribution to our country than Modi has. Call it what you may, but the undeniable truth is many in the past almost denied his very existence. https://twitter.com/Suhelseth/status/1484447270414159872

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Lol. They actually call themselves 'The Elite' in real life. This is hilarious. 😂 https://t.co/buY43EQTvV https://twitter.com/ZubyMusic/status/1484447274067533830

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Lose yourself in the romantic tunes of #MainChala. Teaser out now. Song releasing on 22nd January. Tune in now: https://t.co/JmGuaF7J11 #tseries @TSeries @SKFilmsOfficial @ItsMePragya @GuruOfficial @IuliaVantur @Musicshabbir @shabinaakhan @directorgifty @adityadevmusic https://t.co/0sbwRTqle3 https://twitter.com/BeingSalmanKhan/status/1484448734721110019

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ARTIST-MADE COLLECTION BY #BTS Merch. Style Photo - Jung Kook ver. 💕ARMYST ZIP-UP HOODY BY Jung Kook #BY_BTS #BY_JungKook https://t.co/qjBYxZbTu6 https://twitter.com/HYBE_MERCH/status/1484450668664422404

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ARTIST-MADE COLLECTION BY #BTS Merch. Mood Film - Jung Kook ver. 🌌MIKROKOSMOS MOOD LAMP BY Jung Kook #BY_BTS #BY_JungKook https://t.co/04sXwT9yRB https://twitter.com/HYBE_MERCH/status/1484450763535360009

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SMTOWN '빛 (Hope from KWANGYA)' Recording Behind the Scene https://t.co/9cGrqJbYuq #SMTOWN_LIVE #SMCU_EXPRESS #SMTOWN2022 #SMTOWN #빛 #Hope_from_KWANGYA #2021_WINTER_SMTOWN https://t.co/U2hXk0NzTC https://twitter.com/SMTOWNGLOBAL/status/1484450788550209539

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Polaroid Love📸❤️ #ENHYPEN #ENGENE #JUNGWON #JAKE #SUNGHOON #Polaroid_Love #PolaroidLoveChallenge https://t.co/sfBTFeoyD3 https://twitter.com/ENHYPEN_members/status/1484480563482284033

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"NFT guy finding out NFTs are just jpegs" never gets old https://t.co/Qc1YvGjI9G https://twitter.com/caseyjohnston/status/1484487232924827653

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Check out what happened on 7FATES: CHAKHO Official Instagram right now! (🔗: https://t.co/HWQlvYrCU6) Something big must have happened. #착호 #7FATES_CHAKHO #CHAKHO https://t.co/JDKrClY20S https://twitter.com/7Fates_CHAKHO/status/1484496006800568328

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Tennessee passed a law that allows adoption agencies to turn away SAME-SEX couples on the basis of "written religious or moral convictions or policies." Now a state-sponsored, Christian adoption agency refused to help a couple because they’re JEWISH. How does that make you feel? https://twitter.com/joncoopertweets/status/1484500340221358083

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Yakei, a female macaque in a nature reserve in Japan, violently overthrew the alpha male of her troop to become its first female leader in the reserve’s 70-year history. She presides over 677 monkeys, but a messy love triangle could endanger her status. https://t.co/3sRa36vAHP https://t.co/Gooy6RxWJR https://twitter.com/nytimes/status/1484506085063110657

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NARAL has pulled its support for Sen. Kyrsten Sinema over her opposition to changing filibuster rules: "There's no reproductive freedom without the freedom to vote. With both freedoms at stake, we're changing our endorsement criteria." https://twitter.com/kylegriffin1/status/1484511096530563072

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5 years ago Antifa attacked Trump’s inauguration. Hundreds were arrested. Not only did the government drop the charges, the city of DC paid over $1M in a settlement. https://twitter.com/JackPosobiec/status/1484516315880636421

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[VIDEO] 뱀뱀 (BamBam) 'Subliminal' Special Video in Thailand 🔗 https://t.co/YyhXTaBBbR 💛뱀뱀 (BamBam) 'Slow Mo' MV HITS 30M VIEWS💖 #뱀뱀 #BamBam #B #SlowMo #BamBam_SlowMo https://t.co/czZIQGwwXq https://twitter.com/BAMBAMxABYSS/status/1484526200659734530

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I don’t think this has enough views yet https://t.co/WnBoMke2I9 https://twitter.com/AdamParkhomenko/status/1484531754321027072

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bear 🧸🧸🧸💕 ⠀⠀ #히카루 #HIKARU #Kep1er #케플러 https://t.co/ZJsOL7GtAY https://twitter.com/official_kep1er/status/1484537833096617985

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Corporations are not people. Citizens United was a disastrous decision that's allowed dark money to corrode our politics to this day. It's time to pass my constitutional amendment to #EndCitizensUnited and finally bring transparency to our elections. https://twitter.com/SenatorTester/status/1484539088728465417

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Shameless silence of media, judiciary and political class on the murder of young girl lavanya by school authorities in Tamilanadu Lavanya is killed by fraud missionaries who think they are free to convert anyone illegally #JusticeforLavanya https://twitter.com/KapilMishra_IND/status/1484539731975479296

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A very happy 2nd debut anniversary to #SixTONES & #SnowMan today, Jan 22! Get to know the variety, music, and more of these powerhouse groups at the links below as they plan for an even more amazing year 3! 💎https://t.co/5JoRPHSudr ☃️https://t.co/H1IP6Sv02P https://t.co/ygN1IdEvKC https://twitter.com/johnnys/status/1484541307309617153

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#TREASURE 'THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <YOON JAE HYUK> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/hMMymtmicq 📺NAVER TV: https://t.co/kmJq3v2Do5 #트레저 #YOONJAEHYUK #윤재혁 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/Ek04rpASeS https://twitter.com/ygent_official/status/1484541480253665282

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#TREASURE 'THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <BANG YE DAM> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/lWj3vahAgr 📺NAVER TV: https://t.co/6dxsXFG5Tf #트레저 #BANGYEDAM #방예담 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/zWCZk7P55h https://twitter.com/ygent_official/status/1484541571869855747

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There are an estimated 600,000 homeless people in America There are more than 15 million empty housing units in America. Good morning https://twitter.com/michaelharriot/status/1484548005491613703

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My name is Charles Booker. I am a Black Kentuckian, a proud American, and I am running for United States Senate. I have support from every county in Kentucky - from the Hood to the Holler. Thousands of volunteers are organizing with me. We will beat Rand Paul. We will win. https://twitter.com/Booker4KY/status/1484552446420701187

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Updated data from NYC’s Omicron surge. The graphs speak for themselves. Absolutely stunning. https://t.co/0Y7V73rIqH https://twitter.com/Craig_A_Spencer/status/1484555496837333002

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I don’t keep pictures from films around home. But I have this one in my office in a frame bc it makes me smile every time. It’s engraved ‘Love and Hugs, Meat’ it sums him up well. He was so funny. And gentle. And warm to everyone. A sweet soul. RIP Meat Loaf https://t.co/aMrIgXByEc https://twitter.com/EdwardNorton/status/1484565059380527105

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rainbow capitalism is so wild like https://t.co/eUHtAwjZVt https://twitter.com/mattxiv/status/1484572231552409603

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TOTY GIVEAWAY TIME FRIENDS! 🙏🙂 200K FIFA POINTS. ✅ PS5 & XBOX. ✅ RETWEET / FOLLOW / GOOD LUCK! https://t.co/GNSAyMaIaH https://twitter.com/Castro1021/status/1484587195302391814

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BREAKING: Rep. Adam Schiff just announced he has a constitutional amendment to overturn Citizens United. MAKE IT HAPPEN, CONGRESS! https://twitter.com/mmpadellan/status/1484590421959446537

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To recap: We had an unhinged, maniacal, and delusional president who was ready to make his delusions a reality, including with bloodshed. His party not only looks the other way at what he did, but is actively seeking to put him in office AGAIN https://twitter.com/AshaRangappa_/status/1484593385088376834

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Trump: I'm gonna seize the voting machines and declare myself emperor Biden: We need to pass a law so nobody can seize voting machines and declare themselves emperor Political media: Biden is exactly like Trump https://twitter.com/_cingraham/status/1484599809533087746

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The International Plum Village Community of Engaged Buddhism announces that our beloved teacher Thich Nhat Hanh passed away peacefully at Từ Hiếu Temple in Huế, Vietnam, at 00:00hrs on 22nd January, 2022, at the age of 95. #thichnhathanh #Buddhism https://twitter.com/thichnhathanh/status/1484612530228154373

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How else do you expect me to pay for those student loans 😡 https://t.co/4ZEOjdLtFo https://twitter.com/dcharleyquinn/status/1484623968887738370

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BREAKING: Fox has accepted our ad buy promoting the successes of the Biden administration. Our video #ThankYouBrandon will air multiple times during this weekend’s Fox & Friends. https://t.co/ahOS1OKmlS https://twitter.com/MeidasTouch/status/1484625690905350147

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Damn, this is well said by @AaronRodgers12 on covid censorship: https://t.co/Mgib0bmyKV https://twitter.com/ClayTravis/status/1484637451448635398

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Happy birthday to my incredible son Freddie! You make me proud every single day!! So lucky to have such a kind and outgoing little lad. I love you! https://twitter.com/Louis_Tomlinson/status/1484638023677464577

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If only there were a theory to explain why a group of white people has the power to unilaterally dictate what students learn about race and racism in America’s Blackest state. https://t.co/pRfeA7xzzw https://twitter.com/samswey/status/1484640935107792896

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Color blind 🩸 https://t.co/EV4P9OWIFi https://twitter.com/lildurk/status/1484650086776946688

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I never expected CNN to destroy Biden in one minute, yet here we are. This is pure fire https://t.co/hrKvLLoqqI https://twitter.com/KamVTV/status/1484651245956698115

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If Trump is not held accountable for the crimes he committed as President, Democracy will be done. Nixon had to leave office for what amounted to a parking ticket. Compared to Trump who has committed the equivalent of premeditated attempted murder. AG: Ball’s in your court. https://twitter.com/robreiner/status/1484651300461502464

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Mood: https://t.co/BIwrI2doRs https://twitter.com/PedroScooby/status/1484651798086496256

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Apparently I was taking pictures of the wrong cat 🤣 https://t.co/pnTTXGo5i4 https://twitter.com/holly/status/1484655297759166468

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I added this to my bathroom lol. https://t.co/YKKijcZSSD https://twitter.com/KhadiDon/status/1484680740172226563

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A school not allowing girls to wear a hijab instead of their uniforms, got more mainstream media coverage than a girl who committed suicide because a Christian school harrassed her after she refused to convert. Priorities. https://twitter.com/ajitdatta/status/1484690299527974912

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BREAKING REPORT: New Hampshire Seeks to Make Ivermectin an Alternative COVID Treatment Under Law... https://twitter.com/ChuckCallesto/status/1484699216555483137

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#ParkShinHye And #ChoiTaeJoon Share Glimpse Of Their Gorgeous Wedding Photo Shoot https://t.co/eQYw7cBRZJ https://t.co/FzfRHVfPG6 https://twitter.com/soompi/status/1484699405479460865

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👑 25+ points in 16 straight games 👑 #LeBronJames x #NBAAllStar https://t.co/9tW1G5laOx https://twitter.com/Lakers/status/1484717176267280387

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Stray Kids 2ND #LoveSTAY 'SKZ’S CHOCOLATE FACTORY' TEASER IMAGES #창빈 #Changbin #현진 #Hyunjin 🍫02.12 6PM (KST) / 02.13 5PM (KST) + ONLINE #StrayKids #스트레이키즈 #2NDLoveSTAY #SKZS_CHOCOLATE_FACTORY #SKZ_2ND_FANMEETING #BeyondLIVE #YouMakeStrayKidsStay https://t.co/eIOUJeLqFz https://twitter.com/Stray_Kids/status/1484722532565794817

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This was the turnout for this year’s March for Life. The mainstream media won’t cover this. https://t.co/9nM7umTszD https://twitter.com/bennyjohnson/status/1484750367988621313

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Hitler came to power in Gertmany 1933 with help from his own "Big Lie” — he ridiculously claimed that Germany hadn’t really lost World War I and that instead Germans had been sabotaged from within by Jews and Communists, and that Nazis needed power to avenge this. https://twitter.com/BeschlossDC/status/1484751808270671874

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STEPH STEPBACK FOR THE WIN 💦 https://t.co/fLkDQkRq3H https://twitter.com/SportsCenter/status/1484761445824819200

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"The questions are tough because the job of the presidency is tough”. https://t.co/eRRi1LFiY7 https://twitter.com/Joseph_Morong/status/1484766152504971265

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Praying for Regina King. She needs all the grace and light that can flow her way right now. 🙏🏾 https://twitter.com/BerniceKing/status/1484789233453867010

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1/22: Wizkid and Davido at Quilox night club in Lagos. https://t.co/fL89UBqXqj https://twitter.com/WizkidSource/status/1484792531816751104

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GMA News to Marcos Jr.: the questions are tough because the job of the presidency is tough. https://t.co/oWjfJVSOJQ https://twitter.com/atomaraullo/status/1484792918364004355

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Thank you for always being by my side.Without your support i could not come this far. You guys are a part of my family. Love you all🤍 #10MProudOfBright https://twitter.com/bbrightvc/status/1484804186718208002

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Remember the first time I heard @realsehajpal talk about Bigg Boss and how it was always his dream.. he’s wanted this more than anybody I know. So, PRATIK DESERVES BB TROPHY ✨🧿💪🏼🦁 https://twitter.com/AkasaSing/status/1484809007357624320

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EXO KAI ranks on ‘The 25 Most Stylish Musicians Now’ by Rolling Stone as the only K-pop solo artist! "There are few K-pop stars who loved by designers around the world as much as KAI.” #카이 #KAI #엑소 #EXO #weareoneEXO https://t.co/7pZmEZfFN7 https://twitter.com/weareoneEXO/status/1484814292654649347

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There is an urgency for the international community, as well as their obligation under the unanimously adopted UN principle of Responsibility To Protect (R2P), to provide immediate humanitarian relief to millions of Afghans on the brink of starvation. https://t.co/td3q3vu3F4 https://twitter.com/ImranKhanPTI/status/1484819559983030274

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#TXT (#투모로우바이투게더) 2022 Weverse Con ‘Come Back Home’ Dance Practice (https://t.co/2iD4kXxoJC) https://twitter.com/TXT_bighit/status/1484828283380563968

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"Long before I became a politician, I was already a public servant." That's my president. #LeniForPresident2022 #LeniKiko2022 https://twitter.com/gabpangilinan/status/1484842739439370245

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DOYOUNG Reaction to MAX CHANGMIN ‘Devil’ MV https://t.co/4lC4EfuKvW #DOYOUNG #도영 #NCT #NCT127 #Devil #Reaction #최강창민 #MAXCHANGMIN #동방신기 #TVXQ! https://twitter.com/NCTsmtown/status/1484843490022281219

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"Dolomite at the height of the pandemic.” - Leni Robredo HIT THEM WITH THAT VERY VERY LIGHT SHADE, MA 🔥🔥🔥 https://twitter.com/Benggadora08/status/1484846879796269057

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Lionel Messi DM'd Jamie Carragher to call him 'a donkey' 😱 https://t.co/riXLAkfRxo https://twitter.com/goal/status/1484855912665960450

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PRATIKFAM are you all commenting on the previous tweet ?? PRATIK DESERVES BB TROPHY https://twitter.com/realsehajpal/status/1484857190145937410

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Treat for PRATIKFAM tag @realsehajpal describing his best moments in Bigg Boss 15 with the tagline and best 30 tweets will get a retweet from his official account tweets will be counted from 6 PM till 7PM will be considered Let’s gooo PRATIKFAM PRATIK DESERVES BB TROPHY https://twitter.com/realsehajpal/status/1484864752006627330

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JUST IN - Chief epidemiologist at Norwegian Institute for Public Health has come out against covid passports saying they "won't slow the pandemic" "The development in the EU should terrify" he said regarding people being treated differently based on medical status. https://twitter.com/PeterSweden7/status/1484866445171478535

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The most impressive thing about Bari Weiss on last night’s Bill Maher is the wild applause after she finishes here. After two years the tides are turning, even for the left leaning people in this country when it comes to covid. Watch this: https://t.co/8DIH3zTibM https://twitter.com/ClayTravis/status/1484868809416753153

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16 years ago today, Kobe Bryant made history. 81 points in a game...unreal. 🐍 https://t.co/QRSDdp42ne https://twitter.com/BleacherReport/status/1484873483746263046

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Ajax were winning 9-0 vs. Excelsior when Devin Plank, who has been undergoing chemotherapy for fibula cancer, came onto the field. Players from both sides immediately came over to give him a guard of honour. Beautiful moment ❤️ https://t.co/RD554peIKo https://twitter.com/ESPNFC/status/1484873589384007695

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#DARKMOON_THEBLOODALTAR with ENHYPEN Making Film 1 Watch full video on: https://t.co/L5m7oeTKBi Every Sunday with #DARKMOON Now available to read on link in bio. #ENHYPEN #다크문_달의제단 #黒の月_月の祭壇 #Decelis #네이버웹툰 #네이버시리즈 #WEBTOON #Wattpad #LINEマンガ https://t.co/6yKTYLVWAe https://twitter.com/DarkMoon_HYBE/status/1484873761593896962

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Dear Lord, Today, remind me that You are the God of competitiveness. Philippians 1:6, You finish what You start. May I trust You to transform my sorrow into purpose, my stagnation into success, my wounds into wisdom, and my poverty into wealth. In Jesus name. Amen🙏🏾 https://twitter.com/Pastor__West/status/1484880160897867778

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How Deebo’s rolling into Lambeau Field "Game Day” https://t.co/awVTzRHI1t https://twitter.com/eric_crocker/status/1484888578962468868

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16 years ago today, Kobe did this 💜💛 https://t.co/VjtkbzW41G https://twitter.com/SportsCenter/status/1484888586126249986

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Trump's draft Executive Order for the Secretary of Defense to use the military to seize the voting machines was dated Dec. 16th. Then two days later Dec. 18th, the Pentagon stops briefing the Biden transition team. The coup d'etat was already in motion before #January6th. https://twitter.com/HuffmanForNC/status/1484890966720921603

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The moment someone says, "If the vaccines work, how come so many vaccinated people are getting COVID?"— you know they don't understand or care how vaccines work. https://twitter.com/johnpavlovitz/status/1484893014032007170

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We are going to look back on the past couple of years and realize that almost every policy decision on COVID was not only wrong, but caused harm. Almost everything we’ve been told was a lie. We don’t even know the full scope of the destruction gov’t has caused yet. It’s massive. https://twitter.com/LisaMarieBoothe/status/1484893364008931339

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Preppy style👩🏻 🎓 ⠀⠀ #샤오팅 #XIAOTING #Kep1er #케플러 https://t.co/WYMVKCTnOG https://twitter.com/official_kep1er/status/1484902172936794112

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❤ 220123 HAPPY ISA DAY 🎉❤ #HappyISADay #STAYC #스테이씨 #ISA #아이사 https://t.co/e6N90IF8dS https://twitter.com/STAYC_official/status/1484903681170440194

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#TREASURE 'THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <DOYOUNG> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/XzjjDpBsTX 📺NAVER TV: https://t.co/bTdtXsHcO5 #트레저 #DOYOUNG #도영 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/IE1pTivLwz https://twitter.com/ygent_official/status/1484903760539549698

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#TREASURE 'THE SECOND STEP : CHAPTER ONE' CONCEPT FILM <SO JUNG HWAN> 1st MINI ALBUM ‘THE SECOND STEP : CHAPTER ONE’ ✅2022.02.15 🎬YouTube: https://t.co/bWEjx9gYxr 📺NAVER TV: https://t.co/ibiAuUpKtA #트레저 #SOJUNGHWAN #소정환 #1stMINIALBUM #THESECONDSTEP_CHAPTERONE #YG https://t.co/QcpumXf10W https://twitter.com/ygent_official/status/1484903937061027845

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Throughout history, political leaders have sent their countries to war when their popularity waned. This is not a once or twice thing. It’s very common. Keep your eyes on this Russia business. These people would send your sons to die for their poll numbers. Without hesitation. https://twitter.com/JesseKellyDC/status/1484906107147542530

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BREAKING: State Department orders families of U.S. embassy personnel in Ukraine to begin evacuating the country as soon as Monday: U.S. officials https://twitter.com/LucasFoxNews/status/1484907407918706694

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Egypt will face Senegal in the final round of World Cup qualifiers. Salah vs. Mané—one of them will miss the World Cup 💔 https://t.co/0fI1AnwcOT https://twitter.com/brfootball/status/1484913746413858826

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When someone tells us they haven't voted @luka7doncic for #NBAAllStar yet 😂 ⭐ 1 RETWEET = 1 VOTE ⭐ LAST DAY TO VOTE! https://t.co/jpY4K5YvLm https://twitter.com/dallasmavs/status/1484914434007048197

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Congress leader Mohammad Mustafa in Punjab said if Hindus dare to hold their events near his events/campaigns, then I will create situations that can't be handled. (Video: 00.58) Ironically Mustafa is Ex Punjab Director-General of Police (DGP) https://t.co/LPLKIPRk5E https://twitter.com/AskAnshul/status/1484917474244313088

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It's your last day to vote. Send the King to All-Star. #LeBronJames x #NBAAllStar https://t.co/OT24gsw3rU https://twitter.com/Lakers/status/1484918781575147527

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Huge protests in London today. Powerful image of NHS staff throwing down their uniforms. I wonder if we’ll see this on MSM later? https://t.co/jdjnRi0GZW https://twitter.com/MsGlynisBarber/status/1484927641065070601

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Abortion is a constitutional right, period. If men were the ones giving birth, I doubt that this would be in question. We must stand up and defend a woman’s right to control her own body. We must pass legislation that codifies Roe v. Wade as the law of the land. https://twitter.com/SenSanders/status/1484929433932869636

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As governor, I will trust women to make their own health care decisions. https://twitter.com/BetoORourke/status/1484930584484978694

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Israeli 🇮🇱 quadruple-vaccinated Defense Minister tested positive for Covid. In a statement he said "thanks to the 4 vaccine shots, I feel fine." 🤔 https://twitter.com/DrEliDavid/status/1484933241283006472

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I have received an eye-popping amount of DMs from foreigners expressing concern about democracy failing in America. We may not all follow their politics but they follow ours. They can connect the dots that instability here means instability everywhere. #VotingRightsActNow https://twitter.com/RepSwalwell/status/1484937863519256579

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One last time for selfless, organic friendships. thank you for making that place bearable, @realsehajpal :) PRATIK DESERVES BB TROPHY https://twitter.com/AkasaSing/status/1484938157699518466

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Fergieee timeeeee 💪🏾♥️ https://t.co/bM3HRIkPa0 https://twitter.com/MarcusRashford/status/1484939940915990528

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to celebrate the 5th anniversary of nitro we're giving away 5 years of nitro to 5 lucky people.... like + reply to this tweet with the number "5" for a chance to win nitro and maybe also a high 5. legal words here: https://t.co/9gG6u89aR1 https://t.co/TGrCsdXJr6 https://twitter.com/discord/status/1484941429277343744

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Until the last breath. This is Manchester United ❤️ @ManUtd https://t.co/pw5YJjMACt https://twitter.com/DalotDiogo/status/1484942994436497409

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As a pro-choice pastor, I’ve always believed that a patient's room is way too small for a woman, her doctor, and the United States government. https://twitter.com/ReverendWarnock/status/1484947902615146505

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The reason Joe Rogan has the biggest audience in America right now isn't because people agree with everything that he says. People just want to hear discourse and discussions without the filter and constant bickering of cable news. America just wants to dialogue again. https://twitter.com/TamikaGHamilton/status/1484947908147429383

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It will never not be disgusting that credibly-accused Brett Kavanaugh gets to make decisions that will adversely affect millions of Women in America. https://twitter.com/mmpadellan/status/1484949435977187331

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Germany is now banning politicians from the parliament plenary hall and committee meetings based on their medical status. Read that again. Democratically elected politicians restricted from doing their job - in Germany... https://twitter.com/PeterSweden7/status/1484949927381934084

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My father, Rev. Dr. Martin Luther King, Jr., had bouts of depression. I’ve had my struggles, as well. My mother shared about mine in her published memoir. You’re not weak. You’re not the only one. National Suicide Prevention Lifeline: 1-800-273-8255 https://t.co/C8h23AzR23 https://twitter.com/BerniceKing/status/1484951359942279176

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Imagine where we'd be if Trump had spent even a fraction of the time and effort on combating COVID that he did on planning a coup https://twitter.com/AshaRangappa_/status/1484951387347861505

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These women at the March For Life had a "Choose Adoption” sign but they did not choose adoption. https://t.co/VYnXfSOQHE https://twitter.com/TheGoodLiars/status/1484954598360207365

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It’s preposterous that America would spend $ or — worse — go to war to secure another country’s border when ours is wide open. https://twitter.com/ScottPresler/status/1484961744044929025

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True story: the CIA station I worked at in Europe had an enormous, wall-to-wall, floor-to-ceiling World Map because even career intelligence officers often had no idea where Country X was located. The number of new arrivals who confused Sweden and Switzerland would astonish you. https://t.co/5q8mQh914Y https://twitter.com/Snowden/status/1484971752623157249

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Someone explaining NFTs to me https://t.co/oZlQWcxu18 https://twitter.com/ScottieBeam/status/1484972296850788352

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There is one & only one. Period. PRATIK DESERVES BB TROPHY https://twitter.com/Devoleena_23/status/1484978434057334784

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BREAKING REPORT: YouTube BANS CONSERVATIVE RAPPERS Bryson Gray and D. Cure's new song "Make it Make Sense" with in 20 minutes of upload; Following day it SHOOTS to #19 on the iTunes top 100... https://twitter.com/ChuckCallesto/status/1484980254406062080

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Good things are coming my way. Good things are coming my way. Good things are coming my way. Good things are coming my way. Good things are coming my way. Good things are coming my way. Good things are coming my way. Good things are coming my way. https://twitter.com/Pastor__West/status/1484986624635293702

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mood. https://t.co/oxd1jnERQB https://twitter.com/brunnagoncalves/status/1484988406488866817

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GO PACK GO!!!!!!!!!!!!!!!!!!!!!!! https://twitter.com/LilTunechi/status/1484991288357228544

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Starting today, all truck drivers will be REQUIRED to be fully vaccinated to enter the United States. Illegal immigrants are still EXEMPT. Open borders are more important to Joe Biden than solving the supply chain CRISIS. https://twitter.com/Lancegooden/status/1484997129953333251

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"Yes, sorry to break it to you, vaccines can have risks of myocarditis EXCEEDING risks of myocarditis from infection. Pls stop saying otherwise.” https://t.co/Fq1hFoVTUx https://twitter.com/RandPaul/status/1485005628322025472

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This is Old Trafford 🔥 https://t.co/x2wk0ohnaf https://twitter.com/D_DeGea/status/1485005868383019009

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THIS FOOTAGE 🤯❤️ #MUFC | #MUNWHU https://t.co/F0aDXWHX7e https://twitter.com/ManUtd/status/1485009383448723458

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Birthday boy Ren Nagase of @kingandprince_j attended an opening day screening yesterday for his new starring film, #TheMidnightMaidenWar! "I haven't been this excited in a long time! What a lovely view seeing audiences again!" #KingandPrince #JohnnysUpClose https://t.co/nzTXBAk3n5 https://twitter.com/johnnys/status/1485009381624369152

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NEW: Florida Republicans have advanced a "don’t say gay” bill that would ban teachers from talking about LGBTQ+ topics in schools. It would allow parents to sue schools for infringing on their "control of their children.” https://twitter.com/NoLieWithBTC/status/1485010542947405824

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🚨 FINAL DAY TO VOTE #StephenCurry for #NBAAllStar 🚨 https://t.co/L2IzITn1OI https://twitter.com/warriors/status/1485016927516999682

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If you go to the South they have been over COVID for like a full year now https://twitter.com/JackPosobiec/status/1485017403977310213

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Mitch McConnell is happy it’s the weekend and everyone has stopped talking about this. Keep reminding everyone what he said this week. https://t.co/WnBoMke2I9 https://twitter.com/AdamParkhomenko/status/1485024922284040193

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If Maine had elected Sara Gideon, the chances of the voting legislation passing would have been nearly guaranteed. https://twitter.com/StephenKing/status/1485029837798580229

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universe. https://twitter.com/theweeknd/status/1485030881886498816

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Folks, we’re not going to give up. Some people may call what is happening now the new normal. I call it a job not yet finished. We are moving toward a time when COVID-19 won’t disrupt our daily lives. We may not be there yet, but we will get there. https://twitter.com/JoeBiden/status/1485037816446865408

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Bengals are AFC Championship bound 🐅 https://t.co/6w8BjdWJET https://twitter.com/BleacherReport/status/1485047520573206536

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WE'RE GOING TO THE AFC CHAMPIONSHIP GAME! https://t.co/gXde7z27DP https://twitter.com/Bengals/status/1485047537816023041

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THAT'S WHY YOU DRAFT A KICKER! https://twitter.com/Bengals/status/1485047630958936071

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BENGALS ARE GOING TO THE AFC TITLE GAME FOR THE FIRST TIME SINCE 1988 🔥 https://t.co/K0uAdQ1LQR https://twitter.com/SportsCenter/status/1485048195633889289

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Next Stop: The AFC Championship Game https://twitter.com/Bengals/status/1485048899777843200

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For the first time in over 30 years, the @Bengals are headed to the AFC Championship! 🔥 https://t.co/erZUk2kd5l https://twitter.com/NFL/status/1485049735937343491

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Bengals and their fans don’t tell you how good they are. They show you. The Cowboys and their fans tell you every yr they’re going to the SUPERBOWL and watch the gm on 📺 like everyone else. #YallNotDemBoys🤣🤣🤣🤣🤣🤣🤣🤣 https://twitter.com/ShannonSharpe/status/1485050299035254785

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Stray Kids 2ND #LoveSTAY 'SKZ’S CHOCOLATE FACTORY' TEASER IMAGES #한 #HAN #필릭스 #Felix 🍫02.12 6PM (KST) / 02.13 5PM (KST) + ONLINE #StrayKids #스트레이키즈 #2NDLoveSTAY #SKZS_CHOCOLATE_FACTORY #SKZ_2ND_FANMEETING #BeyondLIVE #YouMakeStrayKidsStay https://t.co/e5Jb7SwACN https://twitter.com/Stray_Kids/status/1485084885975179265

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Stray Kids 2ND #LoveSTAY 'SKZ’S CHOCOLATE FACTORY' TEASER IMAGES #승민 #Seungmin #아이엔 #I_N 🍫02.12 6PM (KST) / 02.13 5PM (KST) + ONLINE #StrayKids #스트레이키즈 #2NDLoveSTAY #SKZS_CHOCOLATE_FACTORY #SKZ_2ND_FANMEETING #BeyondLIVE #YouMakeStrayKidsStay https://t.co/si2tTFMXWs https://twitter.com/Stray_Kids/status/1485084909870137347

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How are you guys enjoying My Life?!? 👀 https://twitter.com/marktuan/status/1485085513237217287

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network structure:
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Network Structure Insights
 
mind-viral immunity:
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stucture:
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The higher is the network's structure diversity and the higher is the alpha in the influence propagation score, the higher is its mind-viral immunity — that is, such network will be more resilient and adaptive than a less diverse one.

In case of a discourse network, high mind-viral immunity means that the text proposes multiple points of view and propagates its influence using both highly influential concepts and smaller, secondary topics.
The higher is the diversity, the more distinct communities (topics) there are in this network, the more likely it will be pluralist.
The network structure indicates the level of its diversity. It is based on the modularity measure (>0.4 for medium, >0.65 for high modularity, measured with Louvain (Blondel et al 2008) community detection algorithm) in combination with the measure of influence distribution (the entropy of the top nodes' distribution among the top clusters), as well as the the percentage of nodes in the top community.

Modularity
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Influence Distribution
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Topics Nodes in Top Topic Components Nodes in Top Comp
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Nodes Av Degree Density Weighed Betweenness
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Narrative Influence Propagation:
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The chart above shows how influence propagates through the network. X-axis: lemma to lemma step (narrative chronology). Y-axis: change of influence.

The more even and rhythmical this propagation is, the stronger is the central idea or agenda (see alpha exponent below ~ 0.5 or less).

The more variability can be seen in the propagation profile, the less is the reliance on the main concepts (agenda), the stronger is the role of secondary topical clusters in the narrative.
propagation dynamics: | alpha exponent: (based on Detrended Fluctuation Analysis of influence) ?   show the chart
We plot the narrative as a time series of influence (using the words' betweenness score). We then apply detrended fluctuation analysis to identify fractality of this time series, plotting the log2 scales (x) to the log2 of accumulated fluctuations (y). If the resulting loglog relation can be approximated on a linear polyfit, there may be a power-law relation in how the influence propagates in this narrative over time (e.g. most of the time non-influential words, occasionally words with a high influence).

Using the alpha exponent of the fit (which is closely related to Hurst exponent)), we can better understand the nature of this relation: uniform (pulsating | alpha <= 0.65), variable (stationary, has long-term correlations | 0.65 < alpha <= 0.85), fractal (adaptive | 0.85 < alpha < 1.15), and complex (non-stationary | alpha >= 1.15).

For maximal diversity, adaptivity, and plurality, the narrative should be close to "fractal" (near-critical state). For fiction, essays, and some forms of poetry — "uniform". Informative texts will often have "variable + stationary" score. The "complex" state is an indicator that the text is always shifting its state.

Degree Distribution:
  calculate & show   ?
(based on kolmogorov-smirnov test) ?   switch to linear
Using this information, you can identify whether the network has scale-free / small-world (long-tail power law distribution) or random (normal, bell-shaped distribution) network properties.

This may be important for understanding the level of resilience and the dynamics of propagation in this network. E.g. scale-free networks with long degree tails are more resilient against random attacks and will propagate information across the whole structure better.
If a power-law is identified, the nodes have preferential attachment (e.g. 20% of nodes tend to get 80% of connections), and the network may be scale-free, which may indicate that it's more resilient and adaptive. Absence of power law may indicate a more equalized distribution of influence.

Kolmogorov-Smirnov test compares the distribution above to the "ideal" power-law ones (^1, ^1.5, ^2) and looks for the best fit. If the value d is below the critical value cr it is a sign that the both distributions are similar.
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Main Topical Groups:

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The topics are the nodes (words) that tend to co-occur together in the same context (next to each other).

We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
Most Influential Elements:
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We use the Jenks elbow cutoff algorithm to select the top prominent nodes that have significantly higher influence than the rest.

Click the Reveal Non-obvious button to remove the most influential words (or the ones you select) from the graph, to see what terms are hiding behind them.

The most influential nodes are either the ones with the highest betweenness centrality — appearing most often on the shortest path between any two randomly chosen nodes (i.e. linking the different distinct communities) — or the ones with the highest degree.
Network Structure:
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Action Advice:
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Structural Gap
(ask a research question that would link these two topics):
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Reveal the Gap   Generate a Question   ?
 
A structural gap shows the two distinct communities (clusters of words) in this graph that are important, but not yet connected. That's where the new potential and innovative ideas may reside.

This measure is based on a combination of the graph's connectivity and community structure, selecting the groups of nodes that would either make the graph more connected if it's too dispersed or that would help maintain diversity if it's too connected.

Latent Topical Brokers
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These are the latent brokers between the topics: the nodes that have an unusually high rate of influence (betweenness centrality) to their freqency — meaning they may appear not as often as the most influential nodes but they are important narrative shifting points.

These are usually brokers between different clusters / communities of nodes, playing not easily noticed and yet important role in this network, like the "grey cardinals" of sorts.

Emerging Keywords
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Evolution of Topics
(frequency / time) ?
The chart shows how the main topics and the most influential keywords evolved over time. X-axis: time period (split into 10% blocks). Y-axis: cumulative frequency of occurrence.

Drag the slider to see how the narrative evolved over time. Select the checkbox to recalculate the metrics at every step (slower, but more precise).

 
Main Topics
(according to Latent Dirichlet Allocation):
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LDA stands for Latent Dirichlet Allocation — it is a topic modelling algorithm based on calculating the maximum probability of the terms' co-occurrence in a particular text or a corpus.

We provide this data for you to be able to estimate the precision of the default InfraNodus topic modeling method based on text network analysis.
Most Influential Words
(main topics and words according to LDA):
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We provide LDA stats for comparison purposes only. It works with English-language texts at the moment. More languages are coming soon, subscribe @noduslabs to be informed.

Sentiment Analysis

positive: | negative: | neutral:
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We analyze the sentiment of each statement to see whether it's positive, negative, or neutral. You can filter the statements by sentiment (clicking above) and see what kind of topics correlate with every mood.

The approach is based on AFINN and Emoji Sentiment Ranking

Sentiment analysis works for English language only. Contact us @noduslabs to propose a language and to get updated about the new features.

Network Statistics:
Show Overlapping Nodes Only

⤓ Download as CSV  ⤓ Download an Excel File

Top Relations / Bigrams
(both directions):

⤓ Download   ⤓ Directed Bigrams CSV   ?

The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default as it allows us to better detect general patterns.

As an option, you can also downloaded directed bigrams above, in case the direction of the relations is important (for any application other than language).
Please, enter a search query to visualize the difference between what people search for (related queries) and what they actually find (search results):

 
We will build two graphs:
1) Google search results for your query;
2) Related searches for your query (Google's SERP);
Click the Missing Content tab to see the graph that shows the difference between what people search for and what they actually find, indicating the content you could create to fulfil this gap.
Find a market niche for a certain product, category, idea or service: what people are looking for but cannot yet find*

 
We will build two graphs:
1) the content that already exists when you make this search query (informational supply);
2) what else people are searching for when they make this query (informational demand);
You can then click the Niche tab to see the difference between the supply and the demand — what people need but do not yet find — the opportunity gap to fulfil.
Please, enter your query to visualize the search results as a graph, so you can learn more about this topic:

 
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