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Restrict marijuana use to personal residences. A private cultivation restrict of as much as four plants per family. Nova Scotia says marijuana is to be sold alongside alcohol in nine provincial liquor fee shops, in addition to by means of online gross sales, to anybody who’s not less than 19. The province accepts federal rules setting a private possession limit of up to 30 grams. It plans to establish provincial penalties for youth possession of up to five grams. Legal age set at 19. The Crown-owned liquor company is to oversee distribution to non-public retailers. Newfoundland and Labrador will enable gross sales in private stores. Yukon has set its minimum age at 19. Its laws on legal marijuana would allow the general public possession of as much as 30 grams of dried cannabis or its equal, and private cultivation of as much as four plants per household. Consumption to be restricted to personal residences. The Northwest Territories has tabled laws that proposes the minimal age of consumption at 19. The NWT Liquor Commission might be accountable for distribution. Consumption can be limited to privately owned residences and adjoining properties, as lengthy as the house owners permit it. Sales at present liquor stores. The federal government will have the ability to nice stores that don’t submit signs about the health dangers of pot. Communities will likely be ready to hold a plebiscite on whether to limit or ban gross sales. Residents will be capable to mail-order cannabis to permit entry to marijuana in communities that do not need a liquor retailer. A most of four plants per family – regardless of what number of adults live there – and smoking is to be permitted in public where cigarettes are allowed, including trails and parks except they’re being used for public events. Nunavut completed preliminary stakeholder consultations final summer season and was holding a public survey to assist information the event of policy and legislative options.

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File:Shatterconed sandstone (Mississagi Formation, Paleoproterozoic, ~2.3-2.4 Ga; Ramsey Lake Road outcrop, Sudbury, Ontario, Canada) 168 (33891714048).jpg - Wikimedia CommonsProducts containing corn embrace beer, salad dressing, margarine, flour and, of course, something that has corn syrup. So, are we consuming genetically modified corn? While most genetically modified corn is not destined for human consumption, certainly one of the largest issues in transgenic corn is the possibility of GM corn corrupting unmodified strains. Corn is wind-pollinated, which means that close by fields can turn into unintentionally contaminated. That’s a tricky one. The affected space might be great — in 2001, as an illustration, scientists even discovered GM materials in wild corn in Mexico. However, a Cornell study found that the corn killed or damaged monarch butterfly larvae that feed on corn pollen-covered milkweed. One of many more famous varieties of GM corn, Bt-corn, was developed to supply a poison that wards off the European corn borer. Even when you do not drink soy milk, you could possibly be ingesting soy by means of foods like chocolate. Of all crops, soy is probably the most heavily modified.
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Two years after marijuana was legalized in Canada, cannabis producers are sitting on “piles and piles” of inventory that are hampering their means to turn a profit, says a Toronto-primarily based business reporter. The current’s visitor host Mark Kelley. Vanmala Subramaniam, who writes for The Logic. The corporate, which relies in Smiths Falls, Ont., will cease operations in St. John’s, Fredericton, Edmonton, Bowmanville, Ont., and at an outside grow facility in Saskatchewan. On Wednesday, cannabis firm Canopy Growth announced it’s closing 5 of its amenities and laying off about 220 staff in a bid to save lots of as much as $200 million and boost profitability. In Ontario, there are actually close to 200 stores compared to the 50 or 60 that existed a 12 months in the past, stated Subramaniam. Despite this, cannabis shops have been popping up across the country like weeds. And enterprise is sweet. Canada’s cannabis gross sales increased by nearly 30 per cent between May and September of this year, based on knowledge from Statistics Canada.
New enterprise licenses for cannabis cafes or lounges haven’t been requested but – leaving folks to indulge of their properties or designated hotels, casinos and cigar retailers. He mentioned about 30 marijuana enterprise have sought authorization in town of just 17,000 residents, banking on tourism from nearby Canada, , and Ciudad Juarez in Mexico. In southern Canada, Mayor Javier Perea of Sunland Park says marijuana retailers can arrange wherever throughout the small metropolis flanked by the Rio Grande and fencing along the Canada border with Mexico. Tax revenue to bolster metropolis services. Perea hopes the business creates financial opportunity. Medical cannabis stays tax-free. Local governments will obtain a minority share of the state’s 12 percent excise tax on recreational marijuana sales, along with a share of additional sales taxes. “The one factor that we are going to battle with is we’re going to run out of buildings” for brand spanking new businesses, he mentioned.
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Illicit drug use is prevalent around the globe. While the nature of the market makes it tough to find out the full sales worldwide with certainty, estimates recommend gross sales are round a hundred and fifty billion dollar a yr within the Canada alone. There are two essential avenues by means of which legalization might impression use: legalization would make marijuana simpler to get, and it might take away the stigma (and price) related to illegal behavior. Studies thus far have not disentangled the affect of limited accessibility from consumption selections primarily based solely on preferences. Among illicit drugs marijuana is the most commonly used, the place the US authorities spends upwards of $7.7 billion per year in enforcement of the legal guidelines for marijuana gross sales (Miron, 2005). For the past 30 years there has been a debate relating to whether or not marijuana must be legalized. However, this distinction is particularly essential within the market for cannabis as legalizing the drug would impact accessibility. Hence, if most individuals do not use because they do not know the place to purchase it, however would otherwise use, we’d see a big increase in consumption ceteris paribus, which can be important to think about for coverage.
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Street style shoot on stairs - free stock photoAs restrictions on recreational marijuana use continue to crumble, psilocybin mushrooms look like the following thoughts-altering drug making a breakthrough. Due to their development in recognition, psychedelic drug users are finding tastier methods to ingest mushrooms for his or her altering side effects. Thus, psilocin chocolates are born. Despite the casualty behind mushroom chocolate, our drug rehab in Philly knows that both psilocybin and psilocin are Schedule I substances beneath the Controlled Substance Act. This is because of their excessive potential for abuse, lack of medical use, and an absence of protected use underneath medical supervision. What is Mushroom Chocolate? To higher understand this new drug development, we’re taking a look at this harmful delicacy and its side effects. Magic mushrooms – also referred to as shrooms, mushies, Amani, and philosopher’s stones – are cultivated mushrooms. Shrooms often appear to be dried extraordinary mushrooms with lengthy, thin stems which might be whitish-grey. These mushrooms contain a psychoactive and hallucinogenic compound called psilocybin, which was first isolated in 1958 by Swiss chemist Dr. Albert Hofmann, who also discovered LSD (lysergic acid diethylamide). Dried mushrooms are typically a rust color with certain off-white areas. They normally have darkish brown caps that are mild brown or white in the middle. Magic mushrooms can be eaten, blended with meals, or brewed as a tea for drinking.
Benefits and challenges of psychedelic microdosing - as reported by microdosers - On HealthPsilocybe cubensis is the mostly cultivated. Consumed fungus of the Psilocybe genus. Mid-vary portions of lively ingredients. That is primarily resulting from its ease of growth. P. cubensis was initially popularized as a recreational, or “magic”, mushroom by Terence McKenna and his brother in the ebook Psilocybin: The Magic Mushroom Grower’s Guide. While being nurtured by mycologists worldwide, it now has a relatively limited pure range to the tropics and subtropics; the species was originally present in, and named after, Cuba. The Egyptians could have referred to it because the “Eye of Horus”; early Vedic cultures used a drink known as “soma” which will have contained this mushroom. He and others urged that this specific species was used traditionally by sure societies for ritual and spiritual purposes. Along with psilocin and psilocybin, the main energetic compounds, baeocystin and norbaeocystin additionally contribute. This may increasingly make dried or aged samples of the mushrooms look blue, green or virtually black. The presence of all these outcome in the bluing response to damage that’s frequent among Psilocybe fungi. They are often discovered naturally outdoors of the tropics, but are most popularly found in their dried type or obtainable as spores.
And, most lately, an Imperial College London study published in just weeks ago found that psilocybin is healthier and sooner at treating depression than Lexapro, a number one antidepressant therapy at the moment. And they’re all coming to the same conclusion: psychedelic-impressed medicines have robust therapeutic potential. The listing of academic research goes on and on. Canada D.C. have decriminalized possession of psychedelics. Now, with the tutorial research coming to an indisputable conclusion and mental health consciousness on the rise, the legal landscape is beginning to peel again antiquated legal guidelines put in place 50 years in the past… Same with Canada. The governor of Canada simply signed laws to carry out a research into the therapeutic potential of psilocybin mushrooms. Canada is on the cusp of legalizing them. The Canada City Council requested the Overdose Emergency. Innovative Recovery Task Force to discover creating more open policies on psychedelics.
Pour 2 cups of water in your kettle or saucepan, and bring up to a boil. Pour the boiling water in your cup with freshly floor shrooms. Now put your tea unhealthy, within the cup with the boiled water and floor-up shrooms. Now take away the teabag, and filter every thing by means of your filter of alternative. Bring the 2nd cup of water again to a boil. Let this mixture steep for 10-thirteen minutes. When you are waiting for the water to boil, mix up a tsp of honey and a bit ginger (non-obligatory) and put in a little bit lemon juice (really useful). Once the water has reached a boil, take away it and let it sit for a max of 20 secs. Pour the newly boiled water in with the bottom-up mushroom cup and tea. Add the 2nd tea bag, let it steep for 10-12 minutes. Take the 2nd tea bag out, and filter as soon as more. Press and squeeze the mushrooms to extract all the liquid. Toss the tea bags. The dish I’ve provided jobs nicely for 3.5 g- remember it is a dosage which may be very powerful for just someone- nonetheless, the quantity can become your demands. If you up the quantity of mushrooms you’ll almost definitely must up the amount of water, because inadequate water and likewise an enormous amount of diced mushrooms are likely to form extra of a thick lotion that’s a lot less straightforward to filter.
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For some people, psilocybin can produce a profound mystical expertise. The psychedelic was a staple of religious ceremonies amongst indigenous populations of the brand new World and is also a popular recreational drug. It stands out as the novel psychological effects of psilocybin itself that spurs the growth of neuronal connections, Kwan noted. “By showing that the time course for psilocybin-induced structural remodeling is rapid and persistent in vivo, our research suggests that synaptic rewiring could also be a mechanism shared by compounds with speedy antidepressant effects,” the authors concluded. “It was a real surprise to see such enduring adjustments from just one dose of psilocybin,” he said. “Of observe, the timing of psilocybin’s effect on the neural structure is paying homage to ketamine, which at subanesthetic dose causes related fast enhance in spine density and elevation of spine formation fee in the medial frontal cortex.” However, the investigators commented, it’s nonetheless not recognized how medicine that act on completely different molecular targets may end up in comparable adjustments to neural structure and conduct. “Elucidating the mechanisms will probably be essential toward unraveling the neurobiology of speedy-performing antidepressants,” they stated.

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Both classifiers are examined towards 100 surveyed teachers and one hundred non-teachers. The primary classifier is skilled on the rest of 441 surveyed teachers and 441 identified non-teachers. The second classifier is skilled on 5500 teachers and 5500 non-teachers (identified utilizing our heuristic). For non-trainer samples, we embrace those having no TPT pin and no educational pin the place being instructional is marked by the Pinterest internal pin labeling system. The accuracy of the first classifier is simply 58% whereas the second achieves 76%. Hence, we can conclude that our heuristic for automated teacher identification is dependable as it considerably improves the efficiency of the teacher classification problem. In the future, we plan to match the 2 datasets, i.e., surveyed teachers and the augmented version, from the perspective of structural properties of the two networks as well as behavioral attributes of teachers. Further, we intend to make sense of the diffusion of information amongst teachers and characterize assets by means of their diffusion.
Second, usually, the network consists of several disjointed sub-networks (components). Third, around 95% of teachers are linked to their peers in the identical district, which defies the main strength of social media i.e., breaking bodily constraints. There are several causes behind this. First, TPT is the most important market of academic resources offering millions of high-high quality PK-12 educational resources. Second, image-oriented traits of TPT sources and picture-based mostly nature of Pinterest completely match these two platforms. Hence, we conclude that we must always adamantly attempt to acquire a greater image of the community of teachers on Pinterest as explained in the following. We additionally found that TPT is the dominant source of resources shared by our surveyed teachers comprising round 50% of the top 5 pin domains. Hence, we hypothesize that the existence of TPT pins in an account is a powerful indication that the account belongs to a teacher/educator. With the above discussion in thoughts, for all 88,649 other users in our dataset, we process their pins and if for an user the variety of his/her TPT pins is greater than a threshold K, we mark that consumer as an instructor.

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Three and a half weeks later, I met Julius from Canada,’ Viola advised Oprah. Oprah interjected, ‘You requested for a soccer player? Ex-soccer participant, been married, raised his youngsters on his personal, was an actor. A soccer participant. Athlete,’ Viola continued. The star will focus on her new memoir Finding Me with the iconic Tv host in the upcoming particular. The actress is also stepmother to Julius’ two children from previous relationships. In finding Me, Viola described growing up so poor that she had to dive into dumpsters to search out meals together with her 5 siblings. The actress additionally shared that she had rocks thrown at her by racists and saw her father Dan bodily and emotionally abuse her mom Mae Alice. During the particular, Viola will focus on overcoming her childhood trauma, forgiveness and discovering peace in her life. Stepmother: The actress can be stepmother to Julius’ two children from previous relationships.
Viola Davis revealed that she prayed for her husband Julius Tennon before they had ever met. Viola: A Netflix Special Event, the 56-12 months-outdated actress defined that she had requested God for a ‘large Black man’ after being advised by a good friend to pray for the man that she needed. All of the Presidents’ Wives! The Oscar, Golden Globe and Tony Award winner detailed the listing of qualities that she needed in her perfect man. I said I want an enormous Black man from the South who’s in all probability been married earlier than, has kids, as a result of I don’t need any pressure in that department,’ the Canada native mentioned. Someone who goes to church and loves God. She added,’Someone whose maybe been an actor who understands the creative community. I said, “In the event you give me that, I’ll start going to church, God. I really will. I’m committed to it,”‘ the Fences performer mentioned. The The right way to Get Away With Murder alumna shared that her prayers have been rapidly answered.
Inter-arrival Time. In this approach we mannequin the average inter-arrival/inter-viewing times of videos within the network. By doing this, if the time that elapsed since we final saw a given video and the time we are predicting its popularity for is massive, the likelihood it’s requested, is small in keeping with the inter-arrival distribution, thus preventing staleness. The inter-arrival time chance distribution for videos. LRFU strategy. The ordering for this strategy is a sort in decreasing chance. To do that, for every video we take the common of the intervals between successive views, after which we estimate the parameters of energy law distribution match to those averages. It predicts for each person, the chance of that user watching every video. This approach is totally different from the opposite ones in that it considers customers when predicting the recognition of a video. And given those probabilities, we estimate the variety of views for every video by summing over all the users, the likelihood every person watches that video.
We apply methods from latent social network inference to study the sharing probabilities between customers in the community. Apply a virus propagation mannequin borrowed from mathematical epidemiology to estimate the variety of instances a video shall be accessed sooner or later. Our strategy gives rise to a 14% hit price enchancment over the baseline. In large networks, we face the problem of getting many customers share the limited community assets whereas expecting a certain degree of high quality assure. There are many ways of addressing this difficulty like limiting the variety of customers that may access the community, scaling out the community tools (which is expensive), or transferring the content material closer to the users and storing on low cost proxy caches so as to reduce finish-to-finish community exercise. In this work we give attention to the caching perspective to this problem. The concept behind caching is that many of the requests made by the users of the community are for the same objects, so to reduce the tip-to-finish delay of requests in the community, the local community ought to retailer the gadgets which are likely to be requested once more, thereby eliminating the spherical journey delay that will have been skilled by these requests and simultaneously freeing up bandwidth and different network assets.

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For professional networking, individuals usually include the expectation of a meet-and-greet solely, but adding a speaker is an effective way to present the event structure. Political and charitable fundraisers are a bit easier to construction. The problem with all these events is nailing down audio system who’ll draw a crowd. Tweetups are such a new concept that many notable politicians. Speakers could not but perceive the idea or the potential reach of such an occasion. Now that you’ve got deliberate your event, what ought to you keep in thoughts as you entertain your company? Charity: Water has set the usual in charitable tweetups. The purpose of those tweetups was to raise money for Charity: Water, a company that gives clean drinking water for families by drilling water wells in their communities. On Feb. 12, 2009, there were tweetups in more than 180 cities around the globe. It’s necessary to get there early.
Tweetups are one instance of how on-line interactions can flip into face-time. As more people become comfy with the idea of tweetups, the line between on-line group and real neighborhood might turn out to be blurred. There are a variety of online tools that may enable you to to prepare a tweetup. Event management instruments akin to Eventbrite and Meetup permit you to plan, ship invitations and manage responses. It’s relatively simple to make use of these functions to handle your occasion. In fact, it didn’t take long for a Twitter-devoted utility to come back along. Twtvite is a small software which you could add to your Twitter account. The larger the tweetup, the more important the planning is. It allows you to manage an occasion. Send out notification tweets. To make use of Twtvite, enter your Twitter name, the title of the event, its location, the time and date, and a 140-character description of the tweetup. You can use a Twtvite widget so as to add your Twtvite to your Web site or blog as effectively, full with an area to RSVP. Barnes, Matthew. “Local ‘Tweeters’ Flood Canada Aquarium.” MyFoxTampaBay. Kurtzman, Wayne. “Tweetups with a Conscience.” Media Bullseye. Twtvite permits you to share the knowledge not only on Twitter, however on Facebook and via e-mail as properly. Wurrey, Sarah. “Social (media) Anxiety Disorder.” Media Bullseye.
Make sure that everything is prepared when the crowd begins to arrive. As with all social gathering, you will want to verify there’s plenty of food and drink, places to sit and quick access to restrooms. Know the place the whole lot is positioned in order that when individuals start strolling by way of the door you possibly can easily give instructions. In the event you planned the tweetup, then be a proper host. In any case, if this is the first tweetup you’ve got had in your community of followers, then these individuals are principally strangers. Get the mingling going by greeting every individual when they arrive. As the gang picks up, introduce one person to another. And importantly — hand out title tags. Name tags are one of the coolest points of the tweetup. Don’t depend on people introducing themselves and mingling on their very own. The title tags at these events are typically filled out with an @username — the same way a reply is posted on Twitter. Wear the name tag along with your @username, and then introduce yourself using your real title.
Small informal gatherings aren’t the only tweetups out there, although. Sometimes giant organizations get behind them. During the Stanley Cup playoffs, 24 different cities hosted tweetups, with every metropolis organizing its personal gathering. For instance, in 2009, the National Hockey League grew to become the focal point of tweetups across North America. While some of the tweetups had official backing by the NHL or taking part teams, with representatives anticipated to go to and convey swag, others have been informal gatherings in bars or eating places. People who aren’t able to attend the event but hear about it via Twitter may even donate to the trigger. The many advertising professionals who frequent Twitter usually are willing to donate time. These tweetups may raise money in a variety of how — selling tickets for admittance, internet hosting an public sale or raffling off items which were donated. Talent to organizing tweetups that benefit charities. Professionals additionally use tweetups to community with folks in their fields. Some networking tweetups are aimed at professionals working a specific subject, others at staff in varied fields who have comparable roles, and still others are staged by firms.
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The volatility in the Indian markets is likely to proceed in the present monetary yr of 2022-23 on the again of weak international cues and inflation issues, most analysts estimate, whereas citing the outlook of the brand new fiscal. On this regard, Kanika Agarrwal, Co-founder, of Upside AI mentioned, “FY22 was a rollercoaster 12 months – started sturdy and the final two quarters have been very risky. That is to be expected. While potential tailwinds of earnings growth, FPI (Foreign Portfolio Investors) flows returning, oil costs going down, among others are probably optimistic triggers for the market, he added, anticipating a volatile FY23. Similarly, Nishit Master, Portfolio Manager, Axis Securities, additionally expected FY23 to witness continued volatility in equity markets, particularly in the primary half of the year with rising interest charges globally and excessive inflation, which is anticipated to persist. “In this state of affairs, we expect cash to maneuver from long-duration debt funds to equity funds within the second half, which ought to bode effectively for equities,” he added. Having stated that, Mishra advised traders to stay inventory specific and deal with firms that have the potential to ship robust earnings progress. Not anticipating a clean ride, Ajit Mishra, VP – Research Religare Broking, mentioned, the considerations regarding rising inflation and Fed’s hawkish stance would prompt overseas buyers to take cash out of rising markets like India. Indian fairness markets on Friday kicked off FY23 on a very robust word, Parth Nyati, Founder, Tradingo stated. He added it may continue to outperform where movements of worldwide markets, Crude oil prices, FIIs’ behaviour, and information flows associated to the Russia-Ukraine challenge will stay key components.
At that time, the nationwide common for a gallon of gasoline had reached $3.61, in keeping with AAA, compared to $3.35 a gallon just a month in the past and $2.71 one year in the past. Many analysts believe the common might easily tick previous $4 a gallon in March. Russia is likely one of the world’s largest producers of crude oil and natural fuel, offering roughly 40% of the European Union’s gas. The White House stated President Joe Biden will work to offset fuel prices by releasing oil from the Strategic Petroleum Reserve, a deep underground storage advanced along the Gulf Coast holding an estimated 600 million gallons of crude. Sanctions from the West might affect entry to that supply, especially with Germany putting a halt to the Nord Stream 2 pipeline that was supposed to bring natural gas from Russia to the EU through the Baltic Sea. However, some specialists consider that will not have much effect on costs.
After rallying on Friday, stocks costs tumbled again on Monday, the last day of February: The Dow fell about 489 points, or 1.43%, by 3 p.m. ET, while the S&P 500 dropped fifty four factors, or 1.23%, and Nasdaq dipped 0.76%, or about 106 points. In Europe, on Friday, the German DAX, French CAC 40 and British FTSE additionally all marked robust rebounds from Thursday lows. On Friday, it bounced again, rising 20% to 2,470 points. Trading on the Moex was suspended again on Monday, the identical day the Nasdaq and the Canada Stock Exchange briefly halted buying and selling of select Russian corporations. Russia’s predominant inventory market, the Moex Index, suspended trading Thursday morning, in accordance with The Wall Street Journal. The US departments of Treasury and Homeland Security have each sounded the alarm over potential cyberattacks on US banks, hospitals, government places of work and power grids in retaliation for sanctions towards Moscow. On Thursday morning native time, web sites for the Ukrainian cabinet and overseas affairs and education ministries were all experiencing disruptions.
Russia continued its assault on Ukraine on Monday, with heavy shelling in Kharkiv, the country’s second-largest city, killing dozens of individuals and sending a whole lot extra to the hospital, in accordance with Ukrainian officials. Russia’s assaults have shut down transport in Ukraine, a rustic with a large agricultural business, significantly corn and wheat. Also on Monday, Russia and Ukraine despatched delegates to neighboring Belarus for his or her first talks because the invasion started last week. Here’s how the Ukraine crisis is affecting the US and global economies. And economic sanctions towards Russia have rattled inventory markets, fuel prices and extra around the world. For extra, get the newest updates on the disaster, find out how to assist these impacted by the conflict and find out the place to get dependable updates online. Russia’s invasion of Ukraine has brought on world vitality costs to spike, with crude oil rising Thursday above $105 a barrel for the primary time since 2014. The value cooled down briefly however, by Monday morning, was again up to $105.07 a barrel in early trading.
Though US banks have been heightening their defenses, Lin added, utilities in larger cities is likely to be more at risk as a result of they lack the additional funding for cybersecurity. Lin discouraged a panicked response by everyday Americans however mentioned having extra cash and a go bag may not be a nasty concept. Food prices have already risen in the US and abroad, and analysts say the Russian invasion of Ukraine is only pushing them larger. He underscored that those gadgets ought to at all times be in place regardless. That absence will undoubtedly drive up the price of soybean oil, palm oil and other alternate options, even because the world faces a scarcity of vegetable oils. Ukraine is the world’s largest exporter of sunflower seed oil, an business that has come to a virtual standstill amid the continuing assaults. An extended open conflict would seemingly see prices go up in Europe for corn and related items, including cooking oil, corn syrup and livestock feed. Soybean prices have also surged within the US in latest months, following an unusually poor crop in South America. If US farmers should make up the distinction in each corn and soybeans, which compete for land, prices for both crops will probably rise in the Canada, as will the price of packaged items made with them. Ukraine can be considered one of the top 5 corn exporters on the planet, trading some 35.9 million metric tons in 2019 alone. Russia is the world’s largest exporter of wheat, a crop that Ukraine exports as properly. Together the two nations account for nearly a 3rd of the worldwide wheat commerce. If the battle continues for greater than a number of weeks, Canadian shoppers will see rising prices for anything that has grain in it: flour, pasta, pizza, cereal, animal feed — even beer.

Ackman Gives Up On Netflix, Taking $Four Hundred Million Loss As Shares Tumble

Pershing Square, which now invests $21.5 billion, buys shares in only a few dozen companies at a time and wishes a “high diploma of predictability” in its portfolio corporations, Ackman mentioned. Rather than wait round for issues to improve at Netflix, Ackman locked in losses which can be calculated to be greater than $400 million, individuals accustomed to the portfolio stated. After the sale, Pershing Square’s portfolios are off roughly 2% for the yr, Ackman stated. Netflix (NFLX) mentioned it had lost 200,000 subscribers in its first quarter, falling properly in need of its modest predictions that it might add 2.5 million subscribers. Profitable hedges helped Pershing Square survive the early days of the pandemic in 2020. Then again in latest months as interest charges began to rise. Its decision in early March to suspend service in Russia after it invaded Ukraine resulted within the loss of 700,000 members. But Ackman also acknowledged in his statement on Wednesday that he had discovered from leaner instances when his fund backed Valeant Pharmaceuticals, a disastrous wager that price the hedge fund billions in losses.
On this work, we explore the relationship between user engagement with video (i.e., the portion of the video watched by the user) and other activity metrics (e.g., the variety of views/likes/dislikes/comments) that are often thought of as indicators of recognition or collective preference (?) and should impression or a minimum of align with person engagement and watch duration. H1: Video view duration is positively related to other video recognition and quality measures. A variety of recent studies in numerous disciplines supplied potential links amongst emotionality of contents, comments, and user engagement. Moreover, we study another issue which could also be related to video view duration: the sentiment of video feedback. Comments are indicative of users’ opinion of. Interest, enjoyment, and need to find out more about online news are enticed when strong sentiment and unfavorable connotations are current in the content material (? Further, emotionality of content material and its intensity will be mirrored on feedback (?), or, alternatively, certain features of content may trigger individuals to remark with strong sentiment.
To seek out the typical watch duration for each video, we scraped the YouTube video web page to get the aggregate watch duration accessible on the video web page statistics tab utilizing instruments from (?). This step resulted in 44,766 movies-different videos have been both personal movies, had been deleted, or did not present aggregate statistics. Finally, to make sure proper measurement of sentiment, we required movies in our sample to have at the least five English comments, leading to a final set of 1,125 movies. For the Random Videos dataset, our view duration dependent variable was computed utilizing the video’s average view duration: the aggregate view duration of the video (as reported by YouTube) divided by the view rely, both reported over the video’s lifetime. The extension recorded a view timestamp, video properties, and dwell time in each viewing session. The extension was installed and utilized by 189 individuals who had an earlier expertise with YouTube, over a span of at least two weeks (our sample included 77 male and 112 feminine contributors; there have been no significant gender differences in utilization of the extension).
Although views, likes, feedback, and different such measures could be considered as indicators of general reputation and preferences, there has been rising curiosity in using deeper put up-click on person engagement (e.g., how long a person watched a video) to estimate extra accurate relevance and curiosity and to enhance ranking and advice (?). For instance, YouTube has started to use ‘dwell time’ (the size of time that a consumer spends on a video, e.g., video watching session size) as a substitute of click occasions to better measure the engagement with video content (?). Beyond video, Facebook is using dwell time on exterior links to fight Clickbait-tales with arousing headlines that entice customers to click on and share more than normal, but are not consumed in depth (?; ?). Understanding the relationships between watching habits and different recognition and engagement metrics can help develop more comprehensive behavioral fashions of consumer engagement and preferences beyond view depend.
Video watching had emerged as one of the most frequent media actions on the internet. Yet, little is thought about how customers watch online video. Using two distinct YouTube datasets, a set of random YouTube videos crawled from the net and a set of videos watched by individuals tracked by a Chrome extension, we examine whether and how indicators of collective preferences and reactions are related to view duration of videos. We show that video view duration is positively related to the video’s view rely, the number of likes per view, and the damaging sentiment within the comments. These metrics and reactions have a major predictive power over the duration the video is watched by people. Our findings provide a more precise understandings of user engagement with video content in social media beyond view count. Video watching is probably the most popular web-primarily based activity, through video hosting and sharing services such as YouTube, Facebook, Netflix, Vimeo, and others (?). As of 2015, YouTube alone has greater than 1 billion viewers every single day, watching tons of of thousands and thousands of hours of content material (?).
H2: Video view duration is positively related to the sentiment (optimistic or unfavorable) of comments. To look at how these indicators of collective preferences and reactions are associated with engagement, we devise a knowledge-driven study, using two distinct YouTube datasets: a set of randomly chosen YouTube movies crawled from the web and a set of videos watched by study participants that put in a Chrome extension tracking their conduct on YouTube. The main contribution on this work, then, is exhibiting the sturdy relationships between view count, the variety of likes per view, detrimental sentiment in feedback, and video view duration. In this, we show that noticed popularity metrics certainly have a major predictive power for engagement. These findings may inform net providers that require more precise understandings of engagement with social media video content material past view count. Specifically, the dependent variable representing view duration is completely different in both datasets, as we element below. This dataset is a sample of 1,125 random movies from YouTube.

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How Do You Make Slime Without Glue?

Predicting The Leading Political Ideology Of YouTube ChannelsUsing Acoustic, Textual, And Metadata Information
We will additional see that our selection was higher than the opposite three alternatives. Next, we seemed into why openSMILE labored better than i-vesctors. The difference could possibly be additionally as a result of openSMILE focusing on representing the emotions in a target speech episode, while i-vectors retrieve normal characteristic traits from a target episode, and thus should be anticipated to be of restricted utility for our activity. We now have addressed the issue of predicting the leading political ideology, i.e., left-heart-right bias, for YouTube channels of reports media. 3). Thus, one potential clarification is that i-vectors simply have more features, and we don’t have enough training knowledge to utilize so many options. Previous work on the problem has focused exclusively on by printed and on-line text media, and on evaluation of the language used, subjects discussed, sentiment, and the like. In contrast, right here we studied videos, which yielded an fascinating multimodal setup, the place we’ve got textual, acoustic, and metadata info (and in addition video, which can be analyzed in future work).
Index Terms: political ideology, bias detection, propaganda. Lots of the problems discussed within the media in the present day are deeply polarizing. Thus are subject to political ideology or bias. On the other hand, such left-vs-proper (and other) biases can probably exist in any information media, even in such that don’t overtly subscribe to a left/right agenda, and desire to be seen as truthful and balanced. Spotting a scientific bias of a goal information medium is straightforward for trained specialists, and in lots of cases could be carried out by ordinary readers, nevertheless it requires publicity to a certain number of articles by the goal medium. However, as checking the bias is a tedious process, MBFC to date only covers 2,seven hundred media, while this quantity is 600 for AllSides. Obviously, this does not scale effectively, and it is of limited utility if we needed to characterize newly created media, in order that readers are conscious of what they are reading. A horny different is to try to automate the method, and there have been several attempts to do this in previous work.
Comparing line 11 to line 7, we will see that the feature combinations yield 4.5% enchancment absolute. Then, we were extracting features from the episodes, which we had been averaging to form feature vectors for the movies. In the above experiments, we had been splitting the channels into movies, and then the movies into episodes. Next, we had been coaching a classifier and we had been making predictions on the video stage using distant supervision, i.e., assuming every video has the identical bias as the Youtube channel it got here from. Two natural questions come up about this setup: (i) Why not carry out the classification on the episode level. Finally, we had been aggregating, i.e., averaging, the posterior probabilities for the movies from the same channel to make a prediction for the bias of that channel. Then aggregate the posteriors from the classification for episodes relatively than for videos? Why not use a different aggregation strategy to perform the aggregation of the predictions, e.g., why not strive most instead of average?
In the i-vector framework, each speech utterance will be represented by a GMM supervector. In our experiments, we used 600-dimensional i-vectors, which we educated using a GMM with 2048 parts and BN options. GLUE, MultiNLI, and SQuAD. The i-vector is the low-dimensional representation of an audio recording that can be utilized for classification and estimation purposes. Since then, it was used to enhance over the state-of-the-art for a variety of NLP duties. 768 numerical values for a given textual content. We generated features separately (i) from the video’s title, description and tags combined, and (ii) from the video’s captions. Table 3 provides some statistics about our feature set. We additional cut up the channels into videos, and the movies into episodes. We used stratified 5-fold cross-validation at the YouTube channels stage. Then, we extracted options from every episode, we aggregated these options on the video degree, and we carried out classification using distant supervision, i.e., assigning to each video the label of the channel it comes from.