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Seattle's $15 Minimum Wage Experiment is Working
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Alicé Anil
If you want proof that raising the minimum wage benefits not only workers but also the economy, then look to Seattle as an example. More on this: No, Seattle's $15 Minimum Wage is not Hurting Workers https://www.thenation.com/article/no-seattles-15-minimum-wage-is-not-hurting-workers/ Why a $15 Minimum Wage Shouldn't Scare Us https://www.pbs.org/newshour/economy/column-effect-seattles-15-minimum-wage Seattle's Higher Minimum Wage is Actually Working Just Fine https://www.washingtonpost.com/news/posteverything/wp/2017/06/27/seattles-higher-minimum-wage-is-actually-working-just-fine/ Find me on Facebook! www.facebook.com/iamaliceanil And Twitter! @alice_anil Subscribe on YouTube for more content!
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Seattle's $15 Minimum Wage Experiment is Working
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage 3. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 4. Who Does a $15 Minimum Wage Help? 5. If a Business Won't pay a Living Wage - it Shouldn't Exist
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1. Price Floors: The Minimum Wage 2. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 3. Who Does a $15 Minimum Wage Help? 4. If a Business Won't pay a Living Wage - it Shouldn't Exist
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Price Floors: The Minimum Wage
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Price floors, when prices are kept artificially high, lead to several consequences that hurt the consumer. In this video, we take a look at the minimum wage as an example of a price floor. Using the supply and demand curve and real world examples, we show how price floors create surpluses (such as a surplus in labor, or unemployment) as well as deadweight loss. Microeconomics Course: http://bit.ly/20VablY Next video: http://bit.ly/21gQU3Y Help us caption & translate this video! http://amara.org/v/GLJa/
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1. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 2. Republicans Block Minimum Wage Increase 3. Caller: Increasing Minimum Wage will Bring Inflation 4. Milton Friedman on Minimum Wage
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1. Seattle's $15 Minimum Wage Experiment is Working
1. Seattle's $15 Minimum Wage Experiment is Working
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The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
UCn4sPeUomNGIr26bElVdDYg
NowThis News
Here are the 5 biggest myths that Republicans are using to deprive Americans of the minimum wage they deserve. » Subscribe to NowThis: http://go.nowth.is/News_Subscribe » Sign up for our newsletter KnowThis to get the biggest stories of the day delivered straight to your inbox: https://go.nowth.is/KnowThis Are there pros and cons to raising the minimum wage? Is raising the minimum wage good or bad? Former Labor Sec. Robert Reich points out the five biggest conservative myths about the minimum wage, and provides the actual truth behind each of these points. MYTH #1: The current minimum wage ($7.25) is already high enough. FALSE: If the minimum wage had kept up with inflation it would be more than $10 today. If it kept up with added productivity since then, it would be more than $21 an hour. MYTH #2: Raising the minimum wage forces companies to lay off workers and slows economic growth. FALSE: A raise to $15 would boost economic growth by increasing wages of an estimated 17 million Americans. MYTH #3: Raising the minimum wage is bad for employers. FALSE: Higher pay brings more people into the pool of potential workers, giving employers more choice in who to hire. MYTH #4: Most people who make minimum wage are teenagers or part-time workers. FALSE: Only 10% of minimum wage workers are teenagers, and more than half are adults between the ages of 25-54. MYTH #5: Raising the minimum wage will generate inflation. FALSE: Past increases in the minimum wage have not led to significant increases in inflation. BOTTOM LINE: Raising the minimum wage to $15 would be good for workers, good for the economy, and it would create jobs. #MinimumWage #FightFor15 #Money #News #NowThis #NowThisNews Connect with NowThis » Like us on Facebook: http://go.nowth.is/News_Facebook » Tweet us on Twitter: http://go.nowth.is/News_Twitter » Follow us on Instagram: http://go.nowth.is/News_Instagram » Find us on Snapchat Discover: http://go.nowth.is/News_Snapchat NowThis is your premier news outlet providing you with all the videos you need to stay up to date on all the latest in trending news. From entertainment to politics, to viral videos and breaking news stories, we’re delivering all you need to know straight to your social feeds. We live where you live. http://www.youtube.com/nowthisnews @nowthisnews
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage
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1. Price Floors: The Minimum Wage
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Who Does a $15 Minimum Wage Help?
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Would a nationwide $15 minimum wage help or hurt American workers? Andy Puzder, former CEO of the parent company of Hardee's and Carl's Jr., explains. Donate today to PragerU! http://l.prageru.com/2ylo1Yt Have you taken the pledge for school choice? Click here! https://www.schoolchoicenow.com Joining PragerU is free! Sign up now to get all our videos as soon as they're released. http://prageru.com/signup Download Pragerpedia on your iPhone or Android! Thousands of sources and facts at your fingertips. iPhone: http://l.prageru.com/2dlsnbG Android: http://l.prageru.com/2dlsS5e Join Prager United to get new swag every quarter, exclusive early access to our videos, and an annual TownHall phone call with Dennis Prager! http://l.prageru.com/2c9n6ys Join PragerU's text list to have these videos, free merchandise giveaways and breaking announcements sent directly to your phone! https://optin.mobiniti.com/prageru Do you shop on Amazon? Click https://smile.amazon.com and a percentage of every Amazon purchase will be donated to PragerU. Same great products. Same low price. Shopping made meaningful. VISIT PragerU! https://www.prageru.com FOLLOW us! Facebook: https://www.facebook.com/prageru Twitter: https://twitter.com/prageru Instagram: https://instagram.com/prageru/ PragerU is on Snapchat! JOIN PragerFORCE! For Students: http://l.prageru.com/29SgPaX JOIN our Educators Network! http://l.prageru.com/2c8vsff Script: Progressive politicians love to talk about raising the minimum wage. It makes them sound caring, compassionate, concerned. They’re on the side of the worker, standing against the greedy employer. The current call is for a national $15-an-hour minimum wage – more than double the current federal rate of $7.25. A number of cities and states are already there – including New York, California, Washington D.C. and Seattle. Others are considering it. The left casts the minimum wage debate as a war between employee and employer. But most business owners pay their workers as much as they can. Finding and keeping good people is the hardest part of any employer’s job. I know. For 17 years, I ran CKE restaurants, the parent company for Carl’s Jr. and Hardees. Our company and franchised restaurants employed over 75,000 people, but, as with most retail businesses, our profit margins were razor thin. Based on my experience, if we adopt a national minimum wage of $15, here’s what will happen: 1. A lot of people will lose their jobs or have their hours reduced. According to a 2014 Congressional Budget Office study, just a $10 minimum wage would cost half a million jobs as businesses terminate employees. Obviously, far more jobs would be lost at $15 an hour. To survive, employers would have to reduce hours even for workers who manage to keep their jobs. That’s a pay cut. 2. Businesses will close, and the jobs they created will disappear. A recent report from researchers at the Harvard Business School found that each $1 increase in the minimum wage results in a 4-10% increase in the likelihood of restaurants closing. An over $7 an hour increase, to $15, would be devastating not only for restaurants, but for small businesses and their employees. 3. Young people will lose that entry-level job opportunity. My first job was scooping ice cream at a Baskin-Robbins in Cleveland, Ohio in the 1960s. I was paid just $1 an hour. But it taught me valuable lessons – like the importance of showing up on time, teamwork, and presenting a happy demeanor to customers. No one can get that better job until they have their first job. 4. The cost of all workers will have to go up. If you hire a dishwasher at $15 an hour, your cooks will be unhappy with their wages. You’re going to have to pay everybody more, which increases labor costs across the board. That’s more pressure on profits. Too much pressure and you’re out of business. 5. Fewer people will open businesses. $15 an hour is a very steep hill to climb. Would-be entrepreneurs will do the math on labor costs and realize it’s just not worth the risk. This is a real cost to the economy that we can’t measure. A company that never exists never employs anyone. 6. Prices for everything will go up as businesses pass higher labor costs along to consumers. One of two things will happen: Either consumers won’t pay the higher prices and businesses will lay off workers or close, or consumers will pay higher prices and have less money to spend elsewhere. Either way, the higher minimum wage will represent a drag on the overall economy. For the complete script, visit https://www.prageru.com/videos/who-does-15-minimum-wage-help
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage 3. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
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1. Price Floors: The Minimum Wage 2. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
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Seattle's $15 Minimum Wage Experiment is Working
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Alicé Anil
If you want proof that raising the minimum wage benefits not only workers but also the economy, then look to Seattle as an example. More on this: No, Seattle's $15 Minimum Wage is not Hurting Workers https://www.thenation.com/article/no-seattles-15-minimum-wage-is-not-hurting-workers/ Why a $15 Minimum Wage Shouldn't Scare Us https://www.pbs.org/newshour/economy/column-effect-seattles-15-minimum-wage Seattle's Higher Minimum Wage is Actually Working Just Fine https://www.washingtonpost.com/news/posteverything/wp/2017/06/27/seattles-higher-minimum-wage-is-actually-working-just-fine/ Find me on Facebook! www.facebook.com/iamaliceanil And Twitter! @alice_anil Subscribe on YouTube for more content!
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage 3. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 4. Who Does a $15 Minimum Wage Help? 5. If a Business Won't pay a Living Wage - it Shouldn't Exist
1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage 3. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 4. Who Does a $15 Minimum Wage Help? 5. If a Business Won't pay a Living Wage - it Shouldn't Exist
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1. Price Floors: The Minimum Wage 2. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 3. Who Does a $15 Minimum Wage Help? 4. If a Business Won't pay a Living Wage - it Shouldn't Exist
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Price Floors: The Minimum Wage
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Marginal Revolution University
Price floors, when prices are kept artificially high, lead to several consequences that hurt the consumer. In this video, we take a look at the minimum wage as an example of a price floor. Using the supply and demand curve and real world examples, we show how price floors create surpluses (such as a surplus in labor, or unemployment) as well as deadweight loss. Microeconomics Course: http://bit.ly/20VablY Next video: http://bit.ly/21gQU3Y Help us caption & translate this video! http://amara.org/v/GLJa/
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1. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis 2. Republicans Block Minimum Wage Increase 3. Caller: Increasing Minimum Wage will Bring Inflation 4. Milton Friedman on Minimum Wage
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1. Seattle's $15 Minimum Wage Experiment is Working
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The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
UCn4sPeUomNGIr26bElVdDYg
NowThis News
Here are the 5 biggest myths that Republicans are using to deprive Americans of the minimum wage they deserve. » Subscribe to NowThis: http://go.nowth.is/News_Subscribe » Sign up for our newsletter KnowThis to get the biggest stories of the day delivered straight to your inbox: https://go.nowth.is/KnowThis Are there pros and cons to raising the minimum wage? Is raising the minimum wage good or bad? Former Labor Sec. Robert Reich points out the five biggest conservative myths about the minimum wage, and provides the actual truth behind each of these points. MYTH #1: The current minimum wage ($7.25) is already high enough. FALSE: If the minimum wage had kept up with inflation it would be more than $10 today. If it kept up with added productivity since then, it would be more than $21 an hour. MYTH #2: Raising the minimum wage forces companies to lay off workers and slows economic growth. FALSE: A raise to $15 would boost economic growth by increasing wages of an estimated 17 million Americans. MYTH #3: Raising the minimum wage is bad for employers. FALSE: Higher pay brings more people into the pool of potential workers, giving employers more choice in who to hire. MYTH #4: Most people who make minimum wage are teenagers or part-time workers. FALSE: Only 10% of minimum wage workers are teenagers, and more than half are adults between the ages of 25-54. MYTH #5: Raising the minimum wage will generate inflation. FALSE: Past increases in the minimum wage have not led to significant increases in inflation. BOTTOM LINE: Raising the minimum wage to $15 would be good for workers, good for the economy, and it would create jobs. #MinimumWage #FightFor15 #Money #News #NowThis #NowThisNews Connect with NowThis » Like us on Facebook: http://go.nowth.is/News_Facebook » Tweet us on Twitter: http://go.nowth.is/News_Twitter » Follow us on Instagram: http://go.nowth.is/News_Instagram » Find us on Snapchat Discover: http://go.nowth.is/News_Snapchat NowThis is your premier news outlet providing you with all the videos you need to stay up to date on all the latest in trending news. From entertainment to politics, to viral videos and breaking news stories, we’re delivering all you need to know straight to your social feeds. We live where you live. http://www.youtube.com/nowthisnews @nowthisnews
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage
1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage
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1. Price Floors: The Minimum Wage
mw
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Who Does a $15 Minimum Wage Help?
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PragerU
Would a nationwide $15 minimum wage help or hurt American workers? Andy Puzder, former CEO of the parent company of Hardee's and Carl's Jr., explains. Donate today to PragerU! http://l.prageru.com/2ylo1Yt Have you taken the pledge for school choice? Click here! https://www.schoolchoicenow.com Joining PragerU is free! Sign up now to get all our videos as soon as they're released. http://prageru.com/signup Download Pragerpedia on your iPhone or Android! Thousands of sources and facts at your fingertips. iPhone: http://l.prageru.com/2dlsnbG Android: http://l.prageru.com/2dlsS5e Join Prager United to get new swag every quarter, exclusive early access to our videos, and an annual TownHall phone call with Dennis Prager! http://l.prageru.com/2c9n6ys Join PragerU's text list to have these videos, free merchandise giveaways and breaking announcements sent directly to your phone! https://optin.mobiniti.com/prageru Do you shop on Amazon? Click https://smile.amazon.com and a percentage of every Amazon purchase will be donated to PragerU. Same great products. Same low price. Shopping made meaningful. VISIT PragerU! https://www.prageru.com FOLLOW us! Facebook: https://www.facebook.com/prageru Twitter: https://twitter.com/prageru Instagram: https://instagram.com/prageru/ PragerU is on Snapchat! JOIN PragerFORCE! For Students: http://l.prageru.com/29SgPaX JOIN our Educators Network! http://l.prageru.com/2c8vsff Script: Progressive politicians love to talk about raising the minimum wage. It makes them sound caring, compassionate, concerned. They’re on the side of the worker, standing against the greedy employer. The current call is for a national $15-an-hour minimum wage – more than double the current federal rate of $7.25. A number of cities and states are already there – including New York, California, Washington D.C. and Seattle. Others are considering it. The left casts the minimum wage debate as a war between employee and employer. But most business owners pay their workers as much as they can. Finding and keeping good people is the hardest part of any employer’s job. I know. For 17 years, I ran CKE restaurants, the parent company for Carl’s Jr. and Hardees. Our company and franchised restaurants employed over 75,000 people, but, as with most retail businesses, our profit margins were razor thin. Based on my experience, if we adopt a national minimum wage of $15, here’s what will happen: 1. A lot of people will lose their jobs or have their hours reduced. According to a 2014 Congressional Budget Office study, just a $10 minimum wage would cost half a million jobs as businesses terminate employees. Obviously, far more jobs would be lost at $15 an hour. To survive, employers would have to reduce hours even for workers who manage to keep their jobs. That’s a pay cut. 2. Businesses will close, and the jobs they created will disappear. A recent report from researchers at the Harvard Business School found that each $1 increase in the minimum wage results in a 4-10% increase in the likelihood of restaurants closing. An over $7 an hour increase, to $15, would be devastating not only for restaurants, but for small businesses and their employees. 3. Young people will lose that entry-level job opportunity. My first job was scooping ice cream at a Baskin-Robbins in Cleveland, Ohio in the 1960s. I was paid just $1 an hour. But it taught me valuable lessons – like the importance of showing up on time, teamwork, and presenting a happy demeanor to customers. No one can get that better job until they have their first job. 4. The cost of all workers will have to go up. If you hire a dishwasher at $15 an hour, your cooks will be unhappy with their wages. You’re going to have to pay everybody more, which increases labor costs across the board. That’s more pressure on profits. Too much pressure and you’re out of business. 5. Fewer people will open businesses. $15 an hour is a very steep hill to climb. Would-be entrepreneurs will do the math on labor costs and realize it’s just not worth the risk. This is a real cost to the economy that we can’t measure. A company that never exists never employs anyone. 6. Prices for everything will go up as businesses pass higher labor costs along to consumers. One of two things will happen: Either consumers won’t pay the higher prices and businesses will lay off workers or close, or consumers will pay higher prices and have less money to spend elsewhere. Either way, the higher minimum wage will represent a drag on the overall economy. For the complete script, visit https://www.prageru.com/videos/who-does-15-minimum-wage-help
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1. Seattle's $15 Minimum Wage Experiment is Working 2. Price Floors: The Minimum Wage 3. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
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1. Price Floors: The Minimum Wage 2. The 5 Biggest Myths Republicans Use to Avoid Raising the Minimum Wage | Opinions | NowThis
mw
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$15 minimum wage would cut 1.4 million jobs by 2025: CBO
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Fox Business
A Congressional Budget Office study finds that increasing the minimum wage to $15 an hour would cut 1.4 million jobs by 2025. Many large private companies have endorsed the minimum wage hike. Subscribe to Fox Business! https://bit.ly/2D9Cdse Watch more Fox Business Video: https://video.foxbusiness.com Watch Fox Business Network Live: http://www.foxnewsgo.com/ FOX Business Network (FBN) is a financial news channel delivering real-time information across all platforms that impact both Main Street and Wall Street. Headquartered in New York — the business capital of the world — FBN launched in October 2007 and is one of the leading business networks on television, having topped CNBC in Business Day viewers for the second consecutive year in 2018. The network is available in nearly 80 million homes in all markets across the United States. Owned by FOX Corporation, FBN is a unit of FOX News Media and has bureaus in Chicago, Los Angeles, and Washington, D.C. Follow Fox Business on Facebook: https://www.facebook.com/FoxBusiness Follow Fox Business on Twitter: https://twitter.com/foxbusiness Follow Fox Business on Instagram: https://www.instagram.com/foxbusiness
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Dems push forward with $15 minimum wage
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Fox News
Democrats on the House Committee on Education and Labor approved a $15 federal minimum wage proposal included in President Biden's coronavirus relief package in the early hours of Wednesday morning. Read more here: https://fxn.ws/3d7qBbs Subscribe to Fox News! https://bit.ly/2vaBUvAS Watch more Fox News Video: http://video.foxnews.com Watch Fox News Channel Live: http://www.foxnewsgo.com/ FOX News Channel (FNC) is a 24-hour all-encompassing news service delivering breaking news as well as political and business news. The number one network in cable, FNC has been the most-watched television news channel for 18 consecutive years. According to a 2020 Brand Keys Consumer Loyalty Engagement Index report, FOX News is the top brand in the country for morning and evening news coverage. A 2019 Suffolk University poll named FOX News as the most trusted source for television news or commentary, while a 2019 Brand Keys Emotion Engagement Analysis survey found that FOX News was the most trusted cable news brand. A 2017 Gallup/Knight Foundation survey also found that among Americans who could name an objective news source, FOX News was the top-cited outlet. Owned by FOX Corporation, FNC is available in nearly 90 million homes and dominates the cable news landscape, routinely notching the top ten programs in the genre. Watch full episodes of your favorite shows The Five: http://video.foxnews.com/playlist/longform-the-five/ Special Report with Bret Baier: http://video.foxnews.com/playlist/longform-special-report/ Fox News Primetime: https://video.foxnews.com/playlist/on-air-fox-news-primetime/ Tucker Carlson Tonight: http://video.foxnews.com/playlist/longform-tucker-carlson-tonight/ Hannity: http://video.foxnews.com/playlist/longform-hannity/ The Ingraham Angle: http://video.foxnews.com/playlist/longform-the-ingraham-angle/ Fox News @ Night: http://video.foxnews.com/playlist/longform-fox-news-night/ Follow Fox News on Facebook: https://www.facebook.com/FoxNews/ Follow Fox News on Twitter: https://twitter.com/FoxNews/ Follow Fox News on Instagram: https://www.instagram.com/foxnews/
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1. Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage 2. Panel: Manchin COMES OUT SWINGING Against $15 Minimum Wage 3. Biden’s $15 Wage Bid Hits Headwind in CBO Job-Loss Warning 4. Biden's minimum wage hike will kill 1.4M jobs: CBO
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1. $15 minimum wage would cut 1.4 million jobs by 2025: CBO
1. $15 minimum wage would cut 1.4 million jobs by 2025: CBO
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Panel: Manchin COMES OUT SWINGING Against $15 Minimum Wage
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The Hill
Team Rising discusses Senator Joe Manchin's stance on raising the minimum wage to $15. About Rising: Rising is a weekday morning show with bipartisan hosts that breaks the mold of morning TV by taking viewers inside the halls of Washington power like never before. The show leans into the day's political cycle with cutting edge analysis from DC insiders who can predict what is going to happen. It also sets the day's political agenda by breaking exclusive news with a team of scoop-driven reporters and demanding answers during interviews with the country's most important political newsmakers. Follow Rising on social media: Website: Hill.TV Facebook: facebook.com/HillTVLive/ Instagram: @HillTVLive Twitter: @HillTVLive Follow Saagar Enjeti & Krystal Ball on social media: Twitter: @esaagar and @krystalball Instagram: @esaagar and @krystalmball
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O2AvbQe3ErU000105
Panel: Manchin COMES OUT SWINGING Against $15 Minimum Wage
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[{"id": "2voNlYS-8C0000001", "title": "$15 minimum wage would cut 1.4 million jobs by 2025: CBO", "watch_seconds": 1.0, "total_length": 88.0, "start_ms": 1652575209316.0, "end_ms": 1652575211782.0}, {"id": "8yogVFGULrk000004", "title": "Dems push forward with $15 minimum wage", "watch_seconds": 9.0, "total_length": 224.421, "start_ms": 1652575213291.0, "end_ms": 1652575225982.0}, {"id": "O2AvbQe3ErU000105", "title": "Panel: Manchin COMES OUT SWINGING Against $15 Minimum Wage", "watch_seconds": 1.0, "total_length": 455.0, "start_ms": 1652575229658.0, "end_ms": 1652575232358.0}, {"id": "bhazq9I1_dE002701", "title": "Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage", "watch_seconds": 1.0, "total_length": 455.0, "start_ms": 1652575259005.0, "end_ms": 1652575261371.0}, {"id": "AvmY5FJ3tak058924", "title": "THIS Is What Happened When Minimum Wage Was Hiked Over 20% To $14!", "watch_seconds": 1.0, "total_length": 541.0, "start_ms": 1652575262409.0, "end_ms": 1652575264765.0}]
["$15 minimum wage would cut 1.4 million jobs by 2025: CBO", "Dems push forward with $15 minimum wage", "Panel: Manchin COMES OUT SWINGING Against $15 Minimum Wage", "Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage", "THIS Is What Happened When Minimum Wage Was Hiked Over 20% To $14!"]
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[{"id": "k6H1fO0OzCI", "title": "Raising the minimum wage to $15 an hour could hit some dollar retailers hard"}, {"id": "rusdPRraDjU", "title": "Joe Manchin could stand between Biden and $15 minimum wage hike"}, {"id": "bhazq9I1_dE", "title": "Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage"}, {"id": "6hAuzEHsJmM", "title": "Rev. Barber Makes The Case For $15 Minimum Wage | The ReidOut | MSNBC"}]
["Raising the minimum wage to $15 an hour could hit some dollar retailers hard", "Joe Manchin could stand between Biden and $15 minimum wage hike", "Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage", "Rev. Barber Makes The Case For $15 Minimum Wage | The ReidOut | MSNBC"]
1. Raising the minimum wage to $15 an hour could hit some dollar retailers hard 2. Joe Manchin could stand between Biden and $15 minimum wage hike 3. Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage 4. Rev. Barber Makes The Case For $15 Minimum Wage | The ReidOut | MSNBC
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29-year-old, Caucasian/White (Non-Hispanic) man, -1 liberal, Less than $10,000, watches YouTube several times a week
race: Caucasian/White (non-Hispanic) marital: 1993 party: -1 ideology: Extremely liberal income: Less than $10,000 age: 29 female: 0 male: 1 college: 0 income_gt50k: 0 pid: -1 ideo: -1 pol_interest: 3 freq_youtube: 4
bhazq9I1_dE002701
Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage
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dict:contains_next
["2voNlYS-8C0000001", "8yogVFGULrk000004"]
["$15 minimum wage would cut 1.4 million jobs by 2025: CBO", "Dems push forward with $15 minimum wage"]
[{"id": "2voNlYS-8C0000001", "title": "$15 minimum wage would cut 1.4 million jobs by 2025: CBO", "watch_seconds": 1.0, "total_length": 88.0, "start_ms": 1652575209316.0, "end_ms": 1652575211782.0}, {"id": "8yogVFGULrk000004", "title": "Dems push forward with $15 minimum wage", "watch_seconds": 9.0, "total_length": 224.421, "start_ms": 1652575213291.0, "end_ms": 1652575225982.0}]
1. $15 minimum wage would cut 1.4 million jobs by 2025: CBO 2. Dems push forward with $15 minimum wage
1. $15 minimum wage would cut 1.4 million jobs by 2025: CBO 2. Dems push forward with $15 minimum wage
["8yogVFGULrk000004"]
["Dems push forward with $15 minimum wage"]
[{"id": "8yogVFGULrk000004", "title": "Dems push forward with $15 minimum wage", "watch_seconds": 9.0, "total_length": 224.421, "start_ms": 1652575213291.0, "end_ms": 1652575225982.0}]
1. Dems push forward with $15 minimum wage
mw
PROFILE: race: Caucasian/White (non-Hispanic) marital: 1993 party: -1 ideology: Extremely liberal income: Less than $10,000 age: 29 female: 0 male: 1 college: 0 income_gt50k: 0 pid: -1 ideo: -1 pol_interest: 3 freq_youtube: 4 OPTIONS: 1. Raising the minimum wage to $15 an hour could hit some dollar retailers hard 2. Joe Manchin could stand between Biden and $15 minimum wage hike 3. Briahna Joy Gray: DEBUNKING Corporate Myths About $15 Minimum Wage 4. Rev. Barber Makes The Case For $15 Minimum Wage | The ReidOut | MSNBC
End of preview. Expand in Data Studio
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

pretty_name: grail-interactions
tags:
- grail
- recommendation
- slate
- bandit
- human-preference
license: other
language:
- en
task_categories:
- recommendation
task_ids:
- slate-recommendation
size_categories:
- 10K<n<100K
---

# grail-interactions

Hugging Face dataset built from platform interactions with a **70/30 train/validation** split.

## Split sizes
{

"train": 41240, "validation": 4578 }

## What each row contains
- **Profile one-liner** (human-readable demographics)  
- **Current item** (title + id)  
- **History up to current** (with watch seconds & total length)  
- **Options** (slate shown at this step; names preferred, ids as fallback)

## Key columns (produced by the builder)
- `current_video_id`, `current_video_title`  
- `watched_vids_json`, `watched_detailed_json`  
- `slate_items_json`, `slate_ids_json`, `slate_titles_json`, `slate_text`, `n_options`  
- `viewer_profile_sentence`  
- `state_text` (PROFILE + CURRENTLY WATCHING + HISTORY + OPTIONS)

## Example columns (first 30)
['worker_id', 'response_id', 'assignment_id', 'hit_id', 'qid', 'ytid', 'q87', 'q89', 'q5_2', 'q5_5', 'q5_11', 'q5_12', 'q58_1', 'q58_2', 'q58_3', 'q58_4', 'q89_1', 'q90', 'q6', 'q6_46_text', 'q56', 'q77', 'q8', 'q78', 'q9', 'q10', 'q12_1', 'q12_2', 'q12_3', 'q13']
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