Following

@jaypeach53.bsky.social

Regime Change 26 @regchange26.bsky.social Our discord.com activist group's ONLY mission is #RegimeChange in America, by legal means, without individual or collective violence. Join Us! MORE INFORMATION •► https://robertfields39.substack.com/p/impeach-convict-remove #Vote #Blues #RegimeChange26
Principles Before Personalities @lizzyvoice.bsky.social “A nationalist will say that “it can’t happen here,” which is the first step toward disaster. A patriot says that it could happen here, but that we will stop it.” ― Timothy Snyder
Robert Fields @robertfields39.bsky.social “The Zeitgeist… Out Here In The Fields, by Robert Fields” SubStack • https://robertfields39.substack.com #Impeach #Convict #Remove #Rule9 #RuleIX #RuleNine #RegimeChange #Blues
Meta Resister @metaresister.bsky.social Lifelong Democrat | Amplifying organizers & independent media | Healthcare-for-all advocate. This fight is won together or not at all. Follow the people doing the work, share what matters, show up. #NEVERFORGET #VOTEBLUE
Centurion @norwaycenturion.bsky.social I was banned from X for being too Anti-Trump. Heard here was an alternative to Elmo's bot farm for us #Resisters to continue the fight 💙
Jan_Morgan @janetmmorgan.bsky.social Championing #SocialJustice, Women, LGBTQIA+ Rights, Nature and Democracy BoyMom • MeeMa • Animal Lover 🐾 Planting Food Forests for a Living Planet #Pinks 💗 #Justice #Regeneration #Kindness #NatureLover #Courage 🤦‍♀️ DMs blocked
Matriarchy Now @matriarchy.now Absolutely done listening to old white men. Here to remind you of your power. Amplify women's voices. Abolish gender norms. Protect the vulnerable. Build an equitable world. 🏳️‍🌈🏳️‍⚧️ #MatriarchyNow • #AskTheAunties • http://join.matriarchy.now
Tjeerd Royaards @tjeerdroyaards.com Political cartoonist for Dutch newspaper Trouw and international media. Also editor-in-chief of Cartoon Movement. Cartoons in English and Dutch.
walkingwounded-again @walkingwounded.bsky.social how did this happen!?! how did he become potus, again!?! - I loved my country, decency & kindness -I'll never forgive or forget those that voted for the pedophile/traitor
Sueño Sereno @suenosereno.bsky.social 🌙 Sueño Sereno | Naturaleza, lluvia y música para dormir profundamente. #España https://www.youtube.com/@SuenoSereno.youtube
Martijon @martijon.bsky.social Retiree who does not want to live under fascism. It does not have to be this way. Father and husband. Also, nature lover, traveler, reader who enjoys life despite it all.(photo accurately depicts me - but not now). Ok. I’ve been here awhile so NO DMs.
Scott Santens @scottsantens.com Writer and Unconditional / Universal Basic Income (UBI) advocate Founder & CEO of UBI-focused nonprofit ITSAfoundation.org Sign and share the AI Pledge for Humanity for UBI: aipledgeforhumanity.org My UBI FAQ: scottsantens.com 📩 linktr.ee/scottsantens
💙🏳️‍🌈 Kh’ymm (aka Goldie) 🏳️‍🌈💙 @thegoldfishmind.bsky.social She/Her LGBTQ+ BLM ‘Love is Love’ May the Force be With You EQUALITY. EQUITY. HUMAN RIGHTS. https://open.substack.com/pub/khymmsthoughts #Pinks #KnowledgeIsPower ❤️🧡💛💚💙💜🤎🖤
Carl J. Kieck @carljkieck.bsky.social Independent International Researcher & Educationist Follow on Substack: https://substack.com/@carljkieck Regrets, no time to respond to DMs
Paul Marvin @paulmarvin.bsky.social Retired musician. Politically liberal. No DMs
みらちゃん🍨‪💚るるたん推し @m1rachan.bsky.social みらちゃんって呼んでね(さん付け不要)⁡⁡⁡ ⁡純粋カフェラッテ(純ラテ)未来るる🍨💚推し！ ⁡ちいかわ、鬼滅の刃にハマってます！⁡ ⁡かなりのメガネ好き👓 趣味は眼鏡集め、音楽、カラオケ(ひとカラ)、旅行、食べ歩きなど https://mirachan.muragon.com/
𝕳𝖔𝖗𝖗𝖔𝖗𝖈𝖚𝖑𝖙𝖚𝖗𝖎𝖘𝖙 🇨🇦🦇🥀🕸 @horrorculturist.bsky.social Gothic gardening, goblincore, dark art, horror, weird music. 🌿🍁🍂🎃 Agnostic atheist. Nyctophile. AuDHD. Demi-Pan. They/them. | Contrary to internet lore, I am not lost, sorrowful, despairing, trapped, drowning, falling, or stuck in a maze. (You OK?)
Joan (Knatcal) Danielson @jed28.bsky.social Retired Elementary Music Teacher VOTE💙 #Pinks🌷
Freethinkers United For Change @freethinkersunite.bsky.social We're against Trump, racism, sexism, bigotry, & Fascism. We fight for justice, equality, BLM, LGBTQ, and political change against the billionaire class. NO PORN, NO SOLICITATION. DISCLAIMER: Everything posted here is considered ALLEGATIONS unless proven.
Naomi Frei🎵🎤🪗👗🔥 @naomifrei.bsky.social I'm a gothic folk, dust-bowl folk singer, if these are genres IDK but I'll take em! I'm also a sapphic nude model. So expect it all from me! My nude modeling can be found here https://www.fanvue.com/katt.frish Music here: kattfrish.com/naomi-frei/
Mark Kersten @markkersten.bsky.social Work in human rights, international criminal law, and accountability for mass atrocities - in Canada and around the world. Professor and advocate. Based in Vancouver. www.markkersten.com
The Register @theregister.com Your favorite enterprise technology news vultures, flying high in the Bluesky – On the web since 1998 – More here: https://www.theregister.com/
Cirenzi @cirellan.bsky.social Mother of Dogs Retired marketing | Ex-pat | Gamer Clinical & Org. psych “Do not obey in advance” — Timothy Snyder “The only thing that is the end of the world is the end of the world.” — Barack Obama, after the 2016 election
Yodamonkey @yodamonkey2.bsky.social Avid Blue democracy supporter and hater of The Orange Orangutan! . I follow back 100%. I LOVE people and Kindness. Latest Book is out now. https://olympiapublishers.com/book/screaming-into-the-darkness Followed by Mark Hamill & Morgan Fairchild #Blues
Mike Rogers @headcrash.bsky.social Retired. Grandpa. Dog dad. Fed up. Not available in stores.
The Flying Yellow Warbler @mhd33.bsky.social #Blues, #RegimeChange26, #Impeach, #Convict, #Remove • Anti-Trump, Anti-MAGA, Anti-GOP, Anti-Republicans, Anti-White Supremacist, Anti-Christian Nationalists. Pro-Humanity, Pro-Compassion, Pro-Empathy, Pro-Freedom, Pro-Civic Responsibility, Pro-Free Press.
Dan Miller @dan--miller.bsky.social Writing @populareducation.bsky.social https://populareducationblog.substack.com/
Resonate @alignandresonate.bsky.social 12 months, 12 issues, 12 ways to take action. Join us for Year two! ♡ https://linktr.ee/alignandresonate SEPTEMBER CTA: https://nlihc.org/take-action
Tad Stoermer @tadstoermer.bsky.social Public Historian, NYT Bestselling Author A RESISTANCE HISTORY OF THE UNITED STATES (2026) Media requests: anne@miracleworkerpr.com
Black Box @theblackbox.bsky.social ⬛️
Paul Arnheim-Projekt @paula-projekt.bsky.social nd author, Darknet premium member, they/them #SharingIsTheNewLearning Von nichts zu viel (Nothing in excess) => A little bit of everything a²+b²=c²=>a²+2ad+d²=(a+d)² 1st & 2nd Shalan theorem: (0.5d(m²-1))²+d²m²=(a+d)² (0.5d(((4m³-1)/3)⁰·⁵-1))³+d³m³=(a+d)³
🍁 Danimac67 🍁 @danimac67.bsky.social "Grangemouth Born, Lisbon Bred — Canada’s Bhoy, Green Blood Fed!" Loyal to Love, Loyal to Celtic 🍀 One Club, One Love, One Life 🍁 No DM's #ElbowsUp #Canada #NoTrumps #Never51
Liz Oyer @lawyeroyer.com Former DOJ Pardon Attorney. Forever a public defender. Hardwired to stand up to bullies.
Bryan Andrews @bryanandrewsmusic.bsky.social Country Artist 🎤
Johnny Photon @johnnyphoton.bsky.social Brainstormer of ideas. Not time travel. Time communication. My cyclical approach to American history:
Ed Armstrong @armst-ed.bsky.social Communications professional. Loves to learn and share knowledge. Let's do this. #Environment #SocialJustice #Episcopalian #Writer. Call me Ed https://www.instagram.com/edarmst1/
Tim Goodacre - Writer @timgoodacre.bsky.social I am an Australian leftist political "big picture" thinker / writer. My recent focus has been on how the neoliberal era has shaped today's extreme politics worldwide. See pinned post for recent articles. More at https://timgoodacre.wordpress.com/
@kimsanchez64.bsky.social @kimsanchez64.bsky.social I STAND WITH MAJOR JASON WATSON, Radical left scum no DM'S💙🇺🇸🇬🇱🇨🇦🇲🇽🇺🇦🇬🇧🇵🇷quote from Navalny "You are not allowed to give up" We are not allowed to give up Resist
WhaleSignals.APP @whalesignalsapp.bsky.social Real-Time Whale Tracking https://whalesignals.app/ Tracking 200+ elite whales + 10,000 unknown across 11 blockchains Stop Chasing the Market. Follow the Whales, avoid losses, and maximize your profits.
IRANZYE ART @iranzye.bsky.social Landscape Artist / writer More curated artworks on Instagram 👆🏽👇🏽 Instagram.com/Iranzyee
Buzzard Soul @buzzardsoul.me American in UK. Anti-Tory, anti-Reform, anti-GOP, anti-facist. Pro democracy, pro women's rights. Slava Ukraini 🇺🇦. #LBGTQ #BLM Vote Blue 💙🌊🌊🌊#GTTO #FBPE#Resist
Ken Bazinet @kenbazinet.bsky.social Longtime DC scribe, covering three presidencies (DC is fine, but I prefer the United States). Reflections on democracy, First Amendment, Boston sports, and jam bands. Simple approach: trusted source intel + research & data + analysis = smart solutions.
Patricia Doyle O'Connor @patriciaoconnor.bsky.social Atheist. Writer, Film Noir, Student of Bonsai, Sim Racer, X Motorcycle Racer. Worked in film for years. Unapologetically Transgender, slightly left of left, I have been a happy Woman since 2015. Also, I've seen Bullshit before, and it looks like this.
🌸Juls🌸⚖️ @jmeyer24.bsky.social 🚫Porn/Only Fans 🚫MAGA No feed my family please. 💙🇺🇲💙 #Blues
henseljim1 @henseljim1.bsky.social Resister, Oenophile, Retired high school/adjunct in Earth Sciences. Agnostic b/c we never start any wars over who you worship. Who I do not follow : MAGAts, Businesses, beggars, influencers or comedians, cat peeps. Love FSM Buffalo/Tonawanda NY, Go Bills
The New Humanity messenger: Lightwalker @iamlightwalker.bsky.social Life is in the moments we lift others up. Resister!🦋 Democracy 🦋 🇺🇦 I Am Lightwalker. 💙 Visionary, intuitive, empath since 1975. The New Humanity books, Amazon, 25 winners. New book soon: "American Fascists: A Spiritual Urgency. "
Minerva47874627.bsky.social @minerva47874627.bsky.social Hopeful liberal in an increasingly polarised world. 🇪🇺🇺🇦 #BLM #LGBTQI+ #Equality #Justice #HumanRights #DemocracyNotAutocracy 🚫MAGA 🚫Reform 🚫Tories 🚫DMs 🚫Crypto
Johnny Photon @johnfeier.bsky.social Born a writer. Trained in accounting. Experienced as an ESL instructor in Vietnam. Now, have a website that sells high-end swivel chairs through Shopify. turnstool.com
BadRobotLinda @lms2025.bsky.social Married, twin, proud democrat, blue dot in very red state, voted Hillary and Kamala, never GOP, WV is NOT almost heaven, joined 11/2024 🦋🇺🇦 🇨🇦 🌊
Tracy on purpose 🇨🇦 @tracypurpose.bsky.social Cree & Canadian. Kahkewistahaw FN. Always reading & pathologically curious. Democratic socialist. Love nature. Hate greed & willful ignorance. Gen X. 🇵🇸🇺🇦🇬🇱🏳️‍🌈🏳️‍⚧️ If you can laugh at yourself, you’ll always be able to get the joke. 😜
@jimbo1216.bsky.social @jimbo1216.bsky.social Blue wave 2026! Left X trying to find some sanity. St. Louis Cardinals fan Never Trumper. Proud member of antifa! Love all my cats! Proud dad, grandpa and great grandpa!
Martinic @martinic.com https://martinic.com Audio software developers with a passion for accurately modeling classic electronic instruments and effects to the highest possible quality
mmr @mmr3cords.bsky.social 💿 世界中のレコード・CD・カセットをアーカイブ & 発信 📺 音楽文化ポッドキャスト配信中 👇YouTube https://www.youtube.com/@MonumentalMovementRecords?sub_confirmation=1 🌐 最新コラム・👇コラム https://monumental-movement.jp 🛒 コレクション購入 👇Mercari https://jp.mercari.com/user/profile/937430248?afid=6142608987
mono2STEREO @mono2stereo.bsky.social This is the Official Bluesky profile for monotoSTEREO.info (https://www.monotostereo.info) #audio #DES #monotostereo #mono #stereo #stems #musicproduction #demix #unmix #upmix #remix #ML #music #audiotech #musictech #audioengineer #homestudio #plugins 🎧
Vintage Obscura Radio @vintageobscura.net Listen to the station live here: http://vintageobscura.net All tracks are: - More than 25 years old - Have fewer than 30,000 views on YouTube - Curated by community reddit.com/r/vintageobscura
Days Till He's Done @daystillhesdone.bsky.social This bot counts down the days till the light at the end of the tunnel.
👑Maricella Brooks🌊🦅 @fireeyebooks.bsky.social www.fireeyebooks.com ✊🕊🩷🕊🩷🕊✊ #Author #Poet* Publisher✊💙💙💙✊ #Democrat #Resist #Teachers #StarterPacks #NoDemUnder1k #Books #Art I don't read DM
Dick Horn @tsuno85.bsky.social Born before WWII, But not silent,raised on a farm during Jim Crow days, too young for Korea and too old for Nam. Enjoyed the 60’s especially Grad school in the Bay Area pastored for 35 years 25 in Japan. Hate fascism,MAGA. 🇺🇸Resisters!
@philsmithcross.bsky.social @philsmithcross.bsky.social ATHEIST / ARDENT FEMINIST / Put Women In Charge Now / I voted for her / Vaxxed / Secular Humanist / Progressive Liberal Dem / Blue Crew /Eat the Rich / Pro Union / Pro choice /Far Left / Woke AF / Ally / Tax Religion / 8647 /Antifa/ Resister
Seima Lieb Ernett @ernettlieb.bsky.social 💎 Pro-Democracy/Pro Science 💎 No Racism/No Fascism 💎🏳️‍🌈 🌊 Blue Dot #Resister 🚫DM The perfekt day starts with coffee and ends with a book.
M.T. Nestor🦜 @mt-nestor.bsky.social Married Gen-Xer reporting from the quiet house. If something sounds reasonable, blame the parrot. I talk politics, but laugh enough not to yell at the TV. Instigator of daily #Shenanigans, 6 AM Eastern. #GoodTroubleSquadron #BLUES
🍳eggzbacn🥓 @eggzbacn.bsky.social Happy husband of 1. Proud papa of 3. I speak fluent typo and I swear like a sailor. Political shitposting is a bonus. It’s 5 AM somewhere 🍳🥓
Asteroid Astrology @astrology.run Creator of https://Astrology.Run Free and Powerful Astrology Software. Featuring: Over 100 Asteroids Daily Luck Scores Calculated using Chinese Ba Zi Follow to See Daily Astrology Forecasts
TENK10@250•8647 @tenk10.bsky.social Educator, ENL, Art, Fire Fighter, Grow a garden, Nana, Lab momma, Kindness matters. Democracy and Ukraine Supporter, WCS Dance!🇺🇦 🇺🇦 🇺🇦 No DMs
JEFFREY ROBINSON @writingfactory.bsky.social Old fashioned storyteller, bestselling #author 30+books, keynote speaker, television, film, radio. #9/11 #MoneyLaundering #Fraud #Fiction #BookSky WEBSITE: jeffreyrobinson.com https://substack.com/@writingfactory https://linktr.ee/jeffreyrobinson
Kinley 🦋 Brenda @bluthrunthru.bsky.social 🦋 Proud Democrat! 🦋 WVU 🦋 Still processing WTF happened to our country! #StrongerTogether Love my 🦋 Resisters! Democracy is worth fighting for! 🦋 Safe space 🏳️‍🌈 Twin to @lms2025 🦋 #BreakfastCrew Founder and Host #Resist 🦋 Joined Nov 2024
Mark @ferl67.bsky.social New Brunswick, Canada #Progressive #ResistanceUnited #DefendDemocracy #Feminist Secular #Humanist #BookWorm #ProChoice #BLM #LGBTQIA Ally. Proudly followed by Brooklyn Dad Defiant, Jon Cooper, Glenn Kirschner, Jack Hopkins, Heather Thomas.
Jules⚖️📨 @northjules.bsky.social West by Midwest Voter 🎙️Blue Voice in the Burbs. Political News ⚖️ 📰 Pets 🐕‍🦺 Engagement 💬 Founder of Pinks🍹| Introvert | Coffee Addict | Women’s Rights | #TheCityBrief 📨 | ✨You never have to ask anyone permission to lead. - Kamala Harris✨
swadeshine☀️ @swadeshine.bsky.social Wade Aaron Inganamort · sf writer · gardener · student of Buddhist philosophy · friend to all cats📍FL #amwriting · #Booksky📚💙
Ste Gen Mo Dem 💙📚 🐕🌳 @stegenmodem.bsky.social Supporting Dems Everywhere SG 60 miles South of St Louis @piperformissouri.bsky.social @reichard4rep.bsky.social @fpwellman.bsky.social @wellmanformo.bsky.social @jesspiperfanpage.bsky.social @labarnitz.bsky.social @iquitcigs.bsky.social 📚🚭💙
💙🪄 Keep Rising 🪄💙 @keeprising.bsky.social democracy 🇺🇸 and videos to bring ya joy 🙂🩷💙💜💛 grateful 🕊🙏🏽💫 ♀️ Proud girl mom 💖 Family 1st 🦋🕊 Vegan 🌱🐾 🏳️‍🌈 Democrat 🧚🏽‍♀️💙🙋🏽‍♀️🎈 Animal 💖 Nature lover 🌷🌿🐧🪺 Autistic 🪄🩷💚💛♾️💖🧡💜🪄 Spread l🔆ve ♡ Be l🌼ve🐬
Our Common Defense @ourcommondefense.bsky.social Law, Truth, and Scientific/Academic Reason is being subverted by those peddling Lawlessness, Lies, and Magical Thinking Civic Education and strong Democratic Institutions protect our freedom and are the core of Our Common Defense 🧿 Bluesky Native 🧿
🇨🇦DUNK🇨🇦 (Proud Part owner of Canada) @noofieninja.bsky.social 💙🇨🇦 RCAF Veteran From Port au Port West, Newfoundland. Here for the laughs. I take shitty pictures of nice things. Living the outdoor life. I follow back and like to help people and the community grow. Keep Smiling folks.
Justin Wolfers @justinwolfers.bsky.social Econ professor at Michigan ● Senior fellow, Brookings ● Intro econ textbook author ● Chief economist & Deputy platypus https://newsletter.platypuseconomics.com ● Find me: https://linktr.ee/justinwolfers
Chad Sarno 💙💙💙🇺🇦 @wanderer19.bsky.social One planet. We need to work together for the benefit of all. #lgbtqia+ #NoDemUnder1k #FBR #BlueCrew #Climate #Feminism #Empathy. Here to discuss politics.
CAPTAIN✪AMERICA @realcapnamerica.bsky.social I don't like bullies, I don't care where they're from. #OnYourLeft
🌊Lisa Mona Forever Votes Blue🌊 @lisamonanet.bsky.social 🌊We told them he would burn it all down but they just wouldn't listen. #ReleaseTheEpsteinFiles #IStandWithUkraine #TheResistance #KeepTheFaith Friend of #LGBTQ 🏳️‍🌈 TG, Aunt Crabby & Thelma are with us.
@livrete.bsky.social @livrete.bsky.social Writer, Artist, Educator, Dem Supporter of Human Rights, Foodie, Traveler, Craft MacGyver, Nature and Animal Lover, Green Thumb, Bibliophile, Logophile, Cinephile, Inspired by Music, Theater and World Culture, Ikebana Enthusiast-🌊🌈🇺🇦✍️🦥🎨🎼🌿📚🎥🌸
Johnny @bigjohnsr74.bsky.social Progressive democrat Done with republicans and MAGA and Christian nationalist and even centrist democrats..no porn...no DM's..no MAGA
Stace RN Resists 📎💙 OR @stacernresists.bsky.social Mom, Aunt, rescue GSD & kitty grandma RN 33yrs FREEDOM LOSES ITS MEANING WHEN ONLY SOME EXPERIENCE IT #DOOR #GTS #ODAAT OG Liberal Children B4 guns Never let the haters win! #BLM 🏳️‍🌈🏳️‍⚧️ally 🇺🇦 Slava Ukraini #MentalHealthAwareness 🚫 DMs
Blue Dot in Red State @bluedotin.bsky.social Retired; the blue dot in red state; midwest, volunteering & mentoring undergrads, grads, alums; Indiana Fever Fan. BS, PhD in engineering, MBA in strategy, fifty years employed in automotive electronics; Love Baroque music. Love travel, 2 kids, 7 grands.
Mindcite💥 @mindcite.bsky.social Writer/artist + meme maker firing up resistance ideas, strategies + actions because democracy and freedom die in fascist lies! 🇺🇸 🗽 🇺🇦 Also on Instagram, X, FB + Mindcite® merch
DC🕊🌍🔥🌱 @dcminx.bsky.social UK/US Politics - Climate Change is not a debate Disinformation is killing democracy & our planet Anti-Racist Anti-Fascist Feminist UBI 🌍🔥
The Liberal BoJack @thelibbojack.bsky.social Liberal | Anti-fascist | Anti-MAGA | Pro-democracy U.S. politics + global news explainer Post Anything Here: interactink.com
Emmet County (Michigan) Democratic Party @emmetcountydems.bsky.social We are the Emmet County Democratic party, in the northern lower peninsula. We are dedicated to electing Democratic candidates up and down the ballot. https://www.emmetdemocrats.org/ **Authorized by the Emmet County Democratic Party**
Seth Abramson @sethabramson.bsky.social Journalist, lawyer, NYT-bestselling Trump and Musk biographer, songwriter (Hounds, The Rangers), former CNN & BBC analyst, retired journalism prof. 👤: sethabramson.net/bio ⚖️: sethabramson.substack.com 🕹: retrostack.substack.com 🎶: houndsmusic.substack.com
LiSem Recordings - Daniel Kobialka @lisemrecordings.bsky.social Home to the music and vision of violinist Daniel Kobialka. New age, classical, jazz, healing music, and more. Principal 2nd violinist for the San Francisco Symphony for 33 years. https://www.danielkobialka.com/ https://lisemrecordings.bandcamp.com/music
🌊💙Wine_Lover238💙🌊 @alwaysmoody.bsky.social 🚫MAGAs🚫PORN🚫DMs FUCK TRUMP, FUCK MAGA, FUCK ICE! #GunReformNow #BlueCrew #Dawgs Don’t ask me for money and don’t say you’ll make me money! #ReleaseTheEpsteinFiles NOW!
Lemon Ride @lemonride.bandcamp.com Lemon Ride is the name on everyone’s lips — and no one knows who’s behind it. Blending shimmering melodies with earth-shaking basslines, Lemon Ride crafts a sound that defies definition, balancing emotion and innovation in every track.
Dan @dan-seattle.bsky.social What can I say, the dog is really good at playing dead. Vote blue. Slava Ukraini. Please God can this timeline get its editor back!
dr alex concorde @doctoralex.bsky.social Doctor/Strategic Innovator ⚕️XLII® Medicine/Psychol🧠ParaOncology® BSc MBBS PhD MSc MBA CMgr Genomics Immuno Microbiol Path Psych Med Director Kids Cancer Charity, Person Medicine/This Alarming Mess/Human Stuff Rebuild from X (anti-data-grab freq post cull)