In the dynamic field of data science, interpreting data is fundamental to success. Whether predicting customer behavior, analyzing sales performance, or designing machine learning algorithms, understanding your data’s characteristics is crucial. One of the primary tools for summarizing data is measures of central tendency.
Measures of central tendency are statistical techniques used to determine the center or typical value of a dataset. They provide a single value that represents the entire distribution of data. The three main types are:
1. Mean (Average)
The mean is calculated by summing all values and dividing by the number of values. It is the most commonly used measure and is particularly effective for normally distributed data.
Mean = ∑x_i / n
2. Median
The median is the middle value when the data is arranged in order. If there is an even number of observations, it is the average of the two middle numbers. This measure is especially useful when the data contains outliers or is skewed.
3. Mode
The mode is the most frequently occurring value in a dataset. It is particularly valuable for categorical data and for identifying common trends.
Why Are They Important in Data Science?
1. Data Summarization
Measures of central tendency enable data scientists to quickly grasp the general pattern of a dataset. This is essential during Exploratory Data Analysis (EDA), which aims to familiarize analysts with the data before conducting deeper modeling or analysis.
2. Identifying Data Distribution
Understanding the mean, median, and mode helps determine if the data is normally distributed or skewed. This knowledge informs the selection of appropriate models and algorithms.
For normally distributed data:
mean ≈ median ≈ mode.
In skewed data:
The mean is influenced by the direction of the skew.
3. Outlier Detection
Significant discrepancies between the mean and median may indicate the presence of outliers. Identifying these is crucial, as outliers can distort models and predictions.
4. Modeling and Machine Learning
Many algorithms, particularly linear regression, assume data is normally distributed. Measures of central tendency help verify these assumptions and facilitate necessary data preprocessing.
5. Communication and Reporting
Stakeholders often prefer simplified insights. For example:
“The average sales this quarter were $5,000”
is much clearer than presenting raw data.
Real-Life Examples
Healthcare: In analyzing patient wait times, the median is often more meaningful than the mean, as outliers (e.g., emergencies) can skew the average.
Retail: The mode helps identify the most sold product in a store.
Finance: Investment analysts frequently report average returns but must also consider median returns to understand skewed distributions.
Looking for the most recent regular Connections answers? Click here for today’s Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles.
Today’s Connections: Sports Edition made me hungry with a food-themed category. The blue category might be tricky for some folks, but you should be able to sort out the rest without too much trouble. Keep reading for hints and the answers.
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Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, Feb. 9. That’s a sign that the game has earned enough loyal players that The Athletic, the subscription-based sports journalism site owned by the Times, will continue to publish it. It doesn’t show up in the NYT Games app but now appears in The Athletic’s own app. Or you can continue to play it free online.
Here are four hints for the groupings in today’s Connections: Sports Edition puzzle, ranked from the easiest yellow group to the tough (and sometimes bizarre) purple group.
Democratic lawmakers are taking multiple routes to try to revive the Federal Trade Commission’s “click-to-cancel” rule after an appeals court blocked it on procedural grounds right before it was set to take effect.
Democrats already introduced legislation earlier this month to codify the rule, which would require subscription services to let customers cancel as easily as they signed up, through congressional vote. But now a group of lawmakers are also pressuring Republican FTC Chair Andrew Ferguson to reinstate it.
Seven Democrats led by Sen. Amy Klobuchar (D-MN) appealed to the chair in a letter shared exclusively with The Verge, urging h …
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Senate Republicans released an initial discussion draft the digital asset market structure legislation, building on the Clarity Act passed by the house last week. Bloomberg’s Nathan Dean has more on the story. (Source: Bloomberg)
Exclusive: Peter Kosminsky accuses government of acting like ‘tinpot dictatorship’ in pressuring director general
One of television’s most prominent directors has accused the culture secretary, Lisa Nandy, of attempting to “bully the BBC” over its coverage of Gaza, following her repeated attacks on its director general, Tim Davie.
Peter Kosminsky, the writer and director of the BBC drama Wolf Hall, claimed the government was acting like a “tinpot dictatorship” in heaping political pressure on Davie.
led the way for other streaming networks to create compelling original programming, Hulu actually beat them all to the punch. In 2011, a year before Netflix’s Lilyhammer and two years before the arrival of House of Cards, the burgeoning streamer premiered The Morning After, a pop-culture-focused news show that ran for 800 episodes over three years.
Hulu has continued to make TV history in the years since, most notably in 2017 when it became the first streamer to win an Emmy Award for Outstanding Drama Series with The Handmaid’s Tale (which recently dropped its long-awaited final season). In the years since, the streamer has continued to match—and often exceed—that high bar for quality entertainment with shows like Shōgun, which recently set an Emmy record with 18 wins in a single season, and The Bear, which took home 11 Emmys in 2024—and premiered its fourth season on June 25.
While more competition has popped up since Hulu started gaining critical credibility, the network has continued to stand out for its carefully curated selection of original series and network partnerships that make it the home of FX series and more. Below are some of our favorite shows streaming on Hulu right now.
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Esi Edugyan’s 2018 best-selling historical fiction novel gets the miniseries treatment via Hulu (beginning on Wednesday, July 23). Eleven-year-old George Washington “Wash” Black (Ernest Kingsley Jr.) flees from his native Barbados to Nova Scotia following a tragic incident at the plantation where he was enslaved. Once free, Wash meets Medwin Harris (Sterling K. Brown), who is impressed with Wash’s intelligence and determination, and sees a lot of himself in the youngster. So he takes him under his wing in order to help him make the most of the second chance at life he has been given.
Carmen “Carmy” Berzatto (Jeremy Allen White) is a superstar of the fine-dining world who has returned to his hometown of Chicago to save his family’s failing sandwich shop after his brother’s death by suicide. While Carmy initially struggles to acclimate himself to being home and to his inherited kitchen’s back-to-basics style, he eventually realizes that it’s not too late to change both himself and the restaurant. Anyone who has ever worked in a busy kitchen knows the stress that comes with it, and The Bear does an excellent job of making that tension palpable. While the plot sounds simple enough, much of Carmy’s previous life is a bit of a mystery, and it’s doled out in amuse-bouche-sized bits throughout the series with top-tier guest stars you may not have seen coming. (Fact: Jamie Lee Curtis has never been better, as evidenced by her recent—and very first—Emmy win.) The Bear’s fourth season answers viewers’ pressing questions about Carmy’s partnership with Syd (Ayo Edebiri) and what the future holds for their restaurant. Prepare to feast.
Comedian/actress Kat Sadler created and stars in this deeply messy, darkly funny story of a totally dysfunctional family—mom Deb (Sherlock’s Louise Brealey) and daughters Josie (Sadler) and Billie (Lizzie Davidson, Sadler’s real-life sister)—attempting to pick up the pieces after their husband/father leaves them. It’s cringe-comedy at its finest, and the kind that will appeal to fans of Fleabag. The series’ second season arrived July 7.
Though many have dubbed Adults a Gen Z version of Friends, the similarities begin and end with the fact that it’s about a group of twentysomething pals trying to find themselves in New York City. When Samir’s (Malik Elassal) parents take off traveling, he invites a few of his pals—Anton (Owen Thiele), Billie (Lucy Freyer), and Issa (Amita Rao)—to come crash with him at his childhood home in Queens. While they all see it as a chance to supercharge their jump into adulthood, complete with hosting dinner parties, they soon realize they’re each in over their heads in their own ways when it comes to taking on the responsibilities that come with being a part of the real world.
In 2020, actor pals Ryan Reynolds and Rob McElhenney (now legally known as simply as “Rob Mac”) decided to take their friendship to the next level—by purchasing Wales’ Wrexham AFC, one of the world’s oldest football (aka soccer) clubs, which had long been struggling and was on the verge of possibly disappearing altogether. Enter the two Hollywood stars and their dreams of bringing the club back to its former glory. Like a real-life Ted Lasso, this docuseries follows the two as they begin to understand that what might have started as a lark is a literally game-changing turn for the players and people of Wrexham in reclaiming their storied sporting history. The series returned for a fourth season in May and has a fifth already in the works.
When Margaret Atwood wrote The Handmaid’s Tale in 1985, little did she know that its television adaptation would revolutionize the still-nascent world of original streaming content. And she may not have anticipated just how many parallels her dystopian classic would share with the real world at the time it was adapted into an award-winning television series. It’s set in an unnamed time in what is presumably the very near future, when the United States has been taken over by a fundamentalist group known as Gilead, under whose regime women are considered property and stripped of any personal rights. The most valuable women are those who are fertile, as infertility has become an epidemic, and they are kept as handmaids who are forced to take part in sexual rituals with high-ranking couples in order to bear their children. Recognizing the power she wields, Offred, aka June Osborne (Elisabeth Moss), is not content to remain enslaved and sets about changing the rules as she seeks to reunite with her lost husband and daughter, becoming romantically entangled with a Gilead Guardian (Max Minghella) in the process. The Handmaid’s Tale’s sixth, and final, season is streaming in full now.
Five-time Oscar nominee Michelle Williams plays Molly Kochan, a young woman trapped in a loveless marriage who learns that she has terminal stage IV breast cancer. After revealing that she has never had an orgasm with another person, it becomes apparent to Molly and everyone caring for her that this should be at the top of her bucket list. Realizing she doesn’t have much time left, Molly leaves her husband and, with the help of her best friend Nikki (Jenny Slate), sets out to achieve the sexual satisfaction that has eluded her all her life—with unexpected consequences. New Girl creator Liz Meriwether teamed up with Kim Rosenstock (Only Murders in the Building) to create this hit new series, which is based on the life of the real Molly Kochan, creator of the Dying for Sex podcast, which launched in 2020.
If you thought the characters on Seinfeld were terrible people, wait until you meet the gang from Paddy’s Pub. For n20 years, Dennis (Glenn Howerton), Mac (Robert “Rob Mac” McElhenney), Charlie (Charlie Day), Sweet Dee (Kaitlin Olson), and Frank (Danny DeVito) have unapologetically plotted against each other and total strangers in a series of completely self-centered schemes with absolutely no regard for the rules of civility. The show follows the “no hugging and no learning” rule Larry David established for Seinfeld, but elevates it to a new level of sociopathy. “Dennis and Dee Go on Welfare,” “Sweet Dee Has a Heart Attack,” “How Mac Got Fat,” “Dennis Looks Like a Registered Sex Offender,” “The Gang Turns Black,” and “The Gang Goes to a Water Park” are just some of the offbeat adventures awaiting viewers. In 2021, Sunny became the longest-running live-action sitcom in the history of television, and it shows no signs of slowing down—or taking it easy on its characters. It also happens to be one of the easiest shows to binge: Pop an episode on and, without even realizing it, you’ll be on to another season. Its 17th (!!) season arrived on July 9 with at least one more already confirmed.
Creator Jack Rooke won a well-deserved BAFTA Award in 2024 for this semi-autobiographical dramedy about a closeted 19-year-old—also named Jack (Dylan Llewellyn)—who, after a year of mourning the death of his father at home with his overprotective mom, leaves for university. There, he’s paired up with Danny (Jon Pointing), a 25-year-old more interested in meeting women than studying, as his roommate. As Jack struggles to become comfortable with his sexuality, he also comes to understand the truth behind Danny’s seemingly extroverted personality. Yes, it’s a coming-of-age story and one in which opposites attract (on a purely platonic level). But it’s also a laugh-out-loud funny series that shows there is life after death.
Pakistani American brothers Mir (Asif Ali) and Raj (Saagar Shaikh) Dar have spent their entire lives wanting for nothing, thanks to the hard work of their father, who owns a chain of convenience stores. But after a freak accident kills dear old dad, the brothers are expected to take on the family business which, unbeknownst to them, is actually a front for a drug smuggling empire. While their antics are undoubtedly hilarious, the series does attempt to paint a truthful portrait of the immigrant experience—even if it’s often through an absurdist lens.
If Netflix’s Adolescence has you seeking out more of Stephen Graham’s work, check out Steven Knight’s A Thousand Blows—the Peaky Blinders creator’s newest British historical drama in which crime and violence collide. In this case it’s an all-female crime syndicate, the Forty Elephants, who are at the center of the action, with Mary Carr (Erin Doherty) as their leader. When Mary’s crew crosses notorious kingpin Sugar Goodson (Graham), she turns to Hezekiah Moscow (Malachi Kirby) and Alec Munroe (Francis Lovehall), two young men who have recently emigrated from Jamaica in order to make a better life for themselves, to help her escape Goodson’s wrath.
In 2015, thirtysomething Mormon mom of six Ruby Franke became one of YouTube’s most popular mommy vloggers with her channel, 8 Passengers. But as Franke’s popularity grew, so too did questions surrounding her punishment-prone style of parenting. Eight years later, Franke’s 12-year-old son showed up at a stranger’s door—looking emaciated and covered in open wounds and duct tape—asking the man to call the police as he was being abused. Franke’s roller-coaster ride from “perfect” mom to child abuser has been making headlines for years, but this three-part docuseries goes behind the scenes with exclusive interviews and footage that shed new light on the truth behind the tragedy.
This Is Us creator Dan Fogelman reteams with that award-winning series’ star, Sterling K. Brown, for an intricate political thriller which plays with time to slowly reveal the details of a secret service agent (Brown) tasked with protecting the president (James Marsden) who ultimately becomes a suspect in the POTUS’ death. Expect many twists—including a massive one to kick off the series in episode 1. A second season is already in the works and will add Shailene Woodley, Thomas Doherty, Michael McGrady, and Timothy Omundson to the cast. It is expected to premiere in early 2026.
“Why would somebody fake cancer?” That’s the question asked—and that ABC News attempts to answer—in this true crime docuseries based on the podcast of the same name. The four-part special recounts the life and lies of Amanda C. Riley, a wife, mother, churchgoer, and popular mommy blogger who was celebrated for sharing her fight against Hodgkin’s lymphoma with the world … only to have it all blow up in her face.
Like a reverse engineered version of Law & Order, Accused—adapted by Homeland cocreator Howard Gordon from the acclaimed British series of the same name—follows the justice system from the perspective of the accused. Each episode begins with the defendant in the courtroom and recounts (via flashbacks) the circumstances that led them there. Like Dick Wolf’s iconic crime series, each episode is full of familiar faces, from Whitney Cummings and Wendell Pierce to Molly Parker and Margo Martindale.
Fact and fiction combine in this historical drama based on Patrick Radden Keefe’s novel that follows the lives of a group of people growing up in Belfast during the Troubles and their dealings with the Provisional IRA. Much of the story focuses on the Disappeared—a group of 16 people who went missing during the Troubles and were believed to have been kidnapped and murdered. Jean McConville was one of these individuals, both the only woman among them and the only Irish Catholic convert. Nearly 50 years later, many questions remain about these individuals. While Say Nothing doesn’t attempt to answer all of these questions, it does add fascinating context to the events.
Willis Wu (Jimmy O. Yang) is a waiter who attempts to escape his humdrum life by imagining that he is a background actor in a Law & Order-esque TV show called Black & White. After Wu witnesses a kidnapping, police detective Lana Lee (Chloe Bennet) enlists him to help investigate and take down the local gangs in Chinatown—where he discovers something about his own family in the process. Nothing is what it seems in this meta comedy-crime series, which Charles Yu adapted from his own National Book Award–winning novel. The Daily Show’s Ronny Chieng ups the comedy as Wu’s coworker/BFF Fatty Choi, and Taika Waititi (one of the show’s executive producers) directs the pilot.
If you are in need of a laugh-out-loud comedy (and don’t mind if it’s of the sometimes R-rated kind), there are few better than What We Do in the Shadows. In 2014, Jemaine Clement and Taika Waititi cowrote, codirected, and costarred in a feature of the same name—a funny mockumentary featuring a group of vampires who share a home. This series, which premiered in 2019, moved the vampire action from New Zealand to Staten Island and brought in a whole new group of vampires—who struggle to even get up off the couch, let alone take over all of New York City (as they’ve been instructed to). After several years, they finally seem ready to get around to the task. All six seasons of the series, which wrapped up its run in late 2024, are available for streaming.
Gael García Bernal and Diego Luna have been close friends since childhood, and it shows in the work they’ve done together—most famously in Alfonso Cuarón’s Oscar-nominated Y Tu Mamá También (2001). More than two decades later, their onscreen chemistry is still potent, as evidenced by this Spanish-language boxing drama. Esteban (Bernal) is an aging boxer whose manager/BFF Andy (Luna) persuades him to step into the ring one last time before he officially retires. But as the match looms closer, the criminal underbelly of the sport rears its head—forcing Esteban to determine what parts of his life he’s willing to sacrifice. With just six episodes in all, La Máquina moves fast. Don’t flinch.
Former Saturday Night Live and Insecure writer Natasha Rothwell—whom you might know from her Emmy-nominated turn as spa manager Belinda in seasons 1 and 3 of The White Lotus—created and stars in this eight-episode series. Mel (Rothwell) is an employee at New York City’s JFK Airport who is content with the uneventful life she has built for herself. But when she has a sudden brush with death, she decides to take her life into her own hands. While it’s not the first series to explore matters of life and death, it does so in a way that is both beautifully nuanced and laugh-out-loud funny—all of it anchored by Rothwell’s performance. On February 4, Hulu announced that it had canceled the series after one season—a move that has Rothwell “baffled” and looking for a new network to produce season 2.
Television audiences are hardly lacking in high school–set comedies, or in really great high school–set comedies, and/or really great high school–set comedies that focus on the teacher perspective (see: Abbott Elementary). English Teacher fits into that elite niche. Brian Jordan Alvarez—who was behind the award-winning 2016 web series The Gay and Wondrous Life of Caleb Gallo—both created and stars in the show, in which he portrays an English teacher in Austin, Texas, who is dedicated to making an impact on his students, even if he sometimes needs to depend on their teenage wisdom to figure out the right way to do that. While it doesn’t shy away from the politics that exist in the teaching profession, the series—which has already been renewed for another season—also presents the “adults” as often just as lost as the kids they teach.
Steve Martin, Martin Short, and Selena Gomez make for a delightful trio of true-crime-obsessed podcast fans who, in season 1 of this original Hulu series, decide to join forces and create their own podcast while attempting to solve the mysterious death of a fellow resident of their Manhattan apartment building. From the very beginning of their odd alliance, it’s been clear that all is not what it seems, and everyone is keeping secrets. Now they’ve upped the ante on guest stars, too; the third season saw Paul Rudd and Meryl Streep join in the fun. Streep returned for the show’s fourth season, and was joined by Eugene Levy, Kumail Nanjiani, Tina Fey, Melissa McCarthy, Zach Galifianakis, and Eva Longoria. Season 5 is already in the works, with Renée Zellweger, Christoph Waltz, and Keegan-Michael Key, Téa Leoni, Logan Lerman, and Beanie Feldstein among the already-confirmed guest stars. It’s expected to premiere in October 2025.
This animated sci-fi comedy, which premiered in 2020, is about a family of aliens from the planet Shlorp who crash-land on Earth—for better or worse. The show is rooted in the idea that humans are, well, weird. Which seems appropriate given this current moment in time. Yet, in between the laughs and occasional threat to humanity, it maintains a positive outlook on the world and the people who inhabit it. Which is something we could probably all use right about now. The show’s sixth season, which is expected to premiere in the fall, will also be its last.
Following a decade-long hiatus, Futurama—Matt Groening and David X. Cohen’s animated sci-fi comedy—made a triumphant return in 2023, complete with gags about Twilight Zone and “Momazon” drone deliveries. Now is the perfect time to dive back in—or watch it all for the first time. All 12 seasons of the series are currently available for streaming with two more confirmed. Season 13 will kick off on September 15 and will drop all episodes at once, a shift from its previous one-episode-per-week strategy.
In Radom, Poland, the Kurcs are a loving family who seem to have it all—until the horrors of the Holocaust invade the serenity of their everyday lives. As World War II arrives on their doorstep, the family is separated—escaping to France, Brazil, West Africa, and Russia. Some are in hiding, others in concentration camps. But they’re all focused on one goal: surviving the war and reuniting with each other.
Queenie Jenkins (Dionne Brown) is a Jamaican-British twentysomething whose world is thrown into an upheaval following an ugly breakup with her boyfriend. That messiness follows Queenie into the next chapter in her life, when she attempts to pick up the pieces of her failed relationship while frequently butting heads with her family and trying to reconcile her dual cultures. Candice Carty-Williams adapts her own bestselling novel to create a poignant dramedy that’s ultimately about trauma and healing.
In the late 2000s—back when Elon Musk was just that car-and-spaceship billionaire—Twitter was more than a social media network. It was a genuine gathering place for people to find their people, whether that was Film Twitter or Cat Twitter. For Black Twitter, it was a lot more. This three-part docuseries, based on WIRED senior writer Jason Parham’s 2021 cover story, recounts the most important moments and movements that helped solidify the Black Twitter community’s place as a cultural force in the world, from politics and beyond.
Riley Keough and Lily Gladstone (who earned an Emmy nomination for her work in the show) make a formidable duo as an author and a police officer, respectively, investigating the brutal murder of a 14-year-old girl in a small town in Canada. The limited series is based on Rebecca Godfrey’s award-winning 2005 book of the same name (with Keough portraying Godfrey), and is a haunting reminder of what human beings are capable of.
Game of Thrones fans still lamenting the loss of one of television’s great epics have found their new favorite binge-watch in Shōgun, which took home a record 18 Emmys (with 25 nods altogether) in 2024. This 10-episode series, based on James Clavell’s beloved novel (which was first adapted into a miniseries in 1980), is a brilliant and sweeping tale of political rivalry in feudal Japan where Lord Yoshii Toranaga (Hiroyuki Sanada), a powerful warrior, has a target put on his back by his political rivals in the Council of Regents. Fortunately for Toranaga, he’s got Toda Mariko (Anna Sawai), a talented translator and fiercely loyal samurai, by his side. Shōgun was originally positioned as a one-and-done limited series, but FX and Hulu have already confirmed that two more seasons are in the works, with the next expected to arrive in 2027.
Quinta Brunson created and stars in this hit series, which follows the daily lives—in and out of the classroom—of a group of teachers at what is widely considered one of the worst public schools in America. Despite a lack of funding for even basic educational necessities, and school district leaders who only care about the barest minimum standards, these educators are united by their drive to surpass expectations and encourage their students to do the same. The series concluded its fourth season on April 16, with season 5 already confirmed.
Noah Hawley’s anthology series isn’t the first attempt to adapt the Coen brothers’ Oscar-winning crime-comedy to the small screen (Edie Falco starred in a previous version, which was a more straightforward adaptation of the movie), but his approach was clearly the smarter move. Fans of the Coens in general will find lots to love about the many nods to the filmmakers’ entire filmography, with each season covering a different crime and time period. Though the seasons do share connections, each one is a total one-off, and the show might boast the most talented group of actors ever assembled: Billy Bob Thornton, Martin Freeman, Bob Odenkirk, Oliver Platt, Ted Danson, Patrick Wilson, Nick Offerman, Kirsten Dunst, Jesse Plemons, Ewan McGregor, Michael Stuhlbarg, Carrie Coon, Scoot McNairy, Chris Rock, Jason Schwartzman, Timothy Olyphant, and Ben Whishaw are just a few of the names who’ve found a home in Fargo. The fantastic fifth season—featuring Juno Temple, Jon Hamm, Jennifer Jason Leigh, Joe Keery, and Lamorne Morris (who won an Emmy for his role)—continued this tradition of exceptional acting, with all episodes streaming now.
Darby Hart (Emma Corrin) is a talented hacker and armchair detective who is one of eight guests invited to spend a few days at the stunning yet remote home of a mysterious billionaire (Clive Owen). When one of the guests ends up dead, Darby must work quickly to prove that it was murder—and who did it—before the bodies start piling up. Fans of twisty true crime will appreciate this limited series, which comes from the minds of Brit Marling (who costars) and Zal Batmanglij—cocreators of the equally mind-bending The OA.
While Die Hard turned Bruce Willis into one of Hollywood’s biggest action stars, he was far from producers’ first choice for the role of John McClane. That’s largely because he was seen as the funny guy from Moonlighting, the Emmy-winning ’80s dramedy that centers around the Blue Moon Detective Agency and its two often-bickering owners, David Addison (Willis) and Maddie Hayes (Cybill Shepherd). Over the course of its five seasons, the series racked up some serious critical acclaim and wasn’t afraid to experiment with the sitcom format.
Sinclair Daniel shines as Nella Rogers, an up-and-coming book editor—and the only Black employee at the publishing house where she works. While Nella is initially thrilled when another young woman of color, Hazel-May McCall (Ashleigh Murray), is hired as an assistant, she can’t help but notice that a series of bizarre events seems to follow. As Nella tries to suss out exactly what is going on, she uncovers some pretty damn disturbing skeletons in her employer’s closet. While horror-comedies are an increasingly popular movie genre, we don’t see them on the small screen quite as often—which, if this clever series is any indication, is a real shame. Also unfortunate: One season is all we’ll get of The Other Black Girl.
Twenty-six years after a low-budget British comedy blew up at the box office, scored an Oscar, and introduced “the Full Monty” into the popular lexicon, the Regular Joes turned strippers from Sheffield are back to face largely the same issues they were lamenting in the original feature film (which is also streaming on Hulu). Much of the main cast reassembled for this follow-up to Peter Cattaneo’s hit 1997 movie, including two-time Oscar nominee Tom Wilkinson, who passed away in late December. Stripping is involved, as are other inevitables in life, including breakups, reconciliations, and death. For fans of the original movie—or the Broadway musical and stage play that followed—it’s a fun check-in with the characters who bared it all.
Years before there was Jim and Pam and Dwight and Michael, there were Tim and Dawn and Gareth and David. For lovers of cringe, it’s hard to do better than Ricky Gervais and Stephen Merchant’s workplace comedy. David Brent (Gervais) is the original boss from hell, whose office antics will have you covering your eyes and laughing out loud at the same time. Like many British series, there are just two seasons—each consisting of a mere six episodes—plus a two-part Christmas special. Don’t be surprised if you sit down to watch a single episode and binge it all in one go.
In the 1980s, NBC was the channel to watch on Thursday nights—in large part thanks to Cheers. The bar where everybody knows your name is where the action happens in this award-winning sitcom about a former Red Sox player (Ted Danson) and the lovable employees and patrons who treat his bar like a second home. If you can look past (or, even better, embrace) the questionable ’80s fashion and sometimes-sexist storylines that wouldn’t necessarily fly on TV today, you’ll find what is arguably one of the smartest sitcoms ever written. More than 40 years after its original premiere, the jokes still stand up and the characters are some of television’s most memorable (and beloved) for a reason.
Back in 2021, Hulu went where Netflix’s Painkiller went in 2023: to the late ’90s and early 2000s, aka the beginning of America’s opioid crisis. Danny Strong created this retelling of the lengths to which Richard Sackler (played here by the always excellent Michael Stuhlbarg) and Purdue Pharma would go to sell doctors on the powers of OxyContin—all with the promise of no addiction. Michael Keaton won an Emmy for his portrayal of a widowed doctor in Appalachia who buys into the lies, and eventually becomes a victim of them.
Taika Waititi and Sterlin Harjo cocreated this Peabody Award–winning series, which made history as the first mainstream TV show created by, starring, and crewed by an almost entirely Indigenous American team. It tells the story of four bored teens who are desperate to escape their lives on a reservation in Oklahoma. They decide that California is where they want to be and commit to a life of mostly petty crimes in order to save up enough money to leave. The full three seasons are available to watch now, including the brilliant series sendoff.
Elle Fanning and Nicholas Hoult shine in this witty, fast-paced, comedic retelling (but not really) of Catherine the Great’s rise to power. Created by Tony McNamara, who earned Oscar nominations for his writing work on both The Favourite and Poor Things, The Great offers the same combination of lush costumes and scenery mixed with a biting commentary on the world, and a woman’s place in it. A story that rings as true today as it did in the 18th century, when Catherine the Great became empress of Russia and brought about the Age of Enlightenment, this show chips away at notions of class, propriety, and monarchical rule in a way few others do. If it’s historical accuracy you’re after, look elsewhere; the series’ creators describe it as decidedly “anti-historical” (which is part of the fun). All three seasons are available to stream.
The reason to watch this eight-part limited series can be summed up in two words: Kathryn Hahn. A comedic juggernaut, Hahn can switch from funny to dramatic in the same scene, if not the same sentence. This talent is on display in Tiny Beautiful Things, where she plays Claire, a writer who takes up an advice column and pours all the traumas of her life into responding to her readers. Based on Wild author Cheryl Strayed’s collection of “Dear Sugar” columns, the vignettes here may be a bit out of sorts, but Hahn pulls them together.
Dave Burd is a comedian and rapper who goes by the stage name Lil Dicky. In Dave, Burd plays a rapper who goes by the stage name Lil Dicky and is attempting to raise his profile and make a much bigger name for himself. If only his many neuroses didn’t keep getting in the way. While Dave could have easily turned into some mediocre experiment in meta storytelling, Burd—who cocreated the series, stars in it, and has written several episodes—grapples with some surprisingly touchy topics, including mental illness. And he does it all with a level of sensitivity and honesty that you might not expect from a guy named Lil Dicky. Despite the show’s popularity and critical acclaim, the three seasons currently streaming may be all we get of Dave. In early 2024, Burd announced that he’d be pressing “pause” on the series in order to explore other creative ventures. (But never say never.)
Donald Glover proved himself to be a quadruple threat of an actor, writer, musician, and comedian with this highly acclaimed FX series about Earnest “Earn” Marks (Glover), an aspiring music manager who is trying to help his cousin Alfred Miles, aka Paper Boi (Brian Tyree Henry), kick off his musical career. They’re surrounded by a supportive crew of friends, including Alfred’s BFF, Darius (LaKeith Stanfield), and Van (Zazie Beetz), Earn’s close friend and the mother of his child. This makes it all sound like a fairly straightforward buddy comedy, but Atlanta is so much more. Even better: It’s weird. Glover is not afraid to experiment with storytelling, which is part of what makes the show so compelling.
Zach Galifianakis stars alongside Zach Galifianakis as twin brothers Chip and Dale Baskets in this unexpectedly moving family comedy about an aspiring clown (Chip) who fails to graduate from a fancy clowning school in Paris and is forced to return home to Bakersfield, California, where he lives with his mother (the late Louie Anderson) and is constantly belittled by his higher-achieving brother (Dale). Between the dual role for Galifianakis and Anderson as the mom, it may sound like a cheap bit of stunt casting that can’t sustain more than an episode, let alone multiple character arcs. But if you’re a fan of absurdist comedy, Baskets truly ranks among the best of them. And Anderson, who won his first and only Emmy for his role as Costco-loving Christine, is absolutely transcendent. While it received a fair amount of critical acclaim, Baskets could rightly be considered one of the most underseen and underappreciated series in recent memory.
Amanda Seyfried won a much deserved Outstanding Lead Actress Emmy for her portrayal of the notorious Stanford dropout turned health care technology maven Elizabeth Holmes, who tricked some of the world’s savviest business minds into investing in her company, Theranos. While Holmes’ goal was altruistic enough—making health care more accessible to the masses via a device that could detect any number of diseases with little more than a single finger prick of blood—the technology wasn’t able to catch up. Rather than admit defeat, she kept pushing, making business deals and promises she could never fulfill.
What began as a web series is now a Hulu original that wrapped up its eleventh season in December. The show is a portrait of small-town Canada (the fictional Letterkenny of the title) and focuses on siblings Wayne (cocreator Jared Keeso) and Katy (Michelle Mylett), who run a produce stand with help from friends Daryl (Nathan Dales) and Squirrely Dan (K. Trevor Wilson). As is often the case in small-town series, many of the residents fall into specific categories—in Letterkenny, you could be a gym rat, a hick, a skid (their word for a drug addict), or a “native” (a member of the nearby First Nation reservation). But in contrast to many small-town series, these groups—and the individuals who comprise them—aren’t reduced to meaningless stereotypes.
Mining the awkwardness of one’s middle school years is hardly a new comedy concept. But being in your early thirties and playing yourself as a junior high school student and then surrounding yourself with age-appropriate actors who are actually going through that hellish rite of passage brings a whole new layer of cringe and humor. This is exactly what cocreators/stars Maya Erskine and Anna Konkle did for Pen15.
Le criticità segnalate dai consiglieri Costanzo e Lobello (leggi qui: https://irriverentemente.com/?p=19347), in particolare riguardo ai tempi di attesa agli sportelli dell’anagrafe e alla funzionalità della sede decentrata nel quartiere marinaro, sono oggetto di monitoraggio costante da parte dell’Amministrazione, consapevole dei disagi che possono derivarne per i cittadini.
Mi preme tuttavia sottolineare che il contesto attuale, comune a molte pubbliche amministrazioni, è fortemente condizionato da una carenza strutturale di risorse, sia umane, sia economiche.
Una situazione di difficoltà oggettiva a cui si aggiunge, nel particolare periodo estivo, la necessità di garantire il legittimo godimento delle ferie al personale in servizio, che contribuisce ulteriormente a una riduzione temporanea della capacità operativa degli uffici; uffici che nel corso dell’anno si trovano già a dover affrontare e gestire le richiamate carenze.
Nonostante tali difficoltà, è mia cura – e resta per me un impegno prioritario – garantire un servizio quanto più efficiente possibile all’utenza, nel pieno rispetto dei ruoli e dei vincoli normativi che regolano l’azione amministrativa.
Lavoreremo, come sempre, con spirito costruttivo per superare le attuali criticità, anche valutando, laddove possibile, soluzioni organizzative temporanee per limitare i disagi segnalati nelle more di decisioni definitive volte ad ottimizzare il servizio.
Desidero infine ringraziare i consiglieri Costanzo e Lobello per la pronta segnalazione e assicurare loro che l’interesse dei cittadini resta al centro dell’azione dell’amministrazione comunale.
Un’intera giornata per perdersi e ritrovarsi. È quello che è successo il 18 luglio al Centro Ippico Valle dei Mulini di Catanzaro, trasformato per l’occasione in un universo parallelo dove la natura si è intrecciata con la bellezza in tutte le sue forme.
Qui, cavalli, suoni, visioni e sapori hanno dato vita a un evento unico, capace di fondere eleganza sportiva, arte contemporanea e atmosfera conviviale in un solo respiro.
Dalle prime luci del mattino fino a notte fonda, il pubblico ha vissuto un’esperienza immersiva che ha celebrato l’estate nella sua versione più autentica.
La giornata è iniziata con il prestigioso concorso del Circuito Allevatoriale, organizzato dal MASAF – Ministero delle Politiche Agricole Alimentari e Forestali – durante il quale giovani cavalli di grande prospettiva sono stati valutati da una giuria esperta in prove di obbedienza, andature, morfologia e salto in libertà.
Ma è stato il post-gara serale a rapire cuori e sensi, registrando una partecipazione di pubblico straordinaria. La mixologist Maria Grazia Dragone ha creato un signature drink esclusivo, pensato per esprimere l’essenza dell’evento, accompagnato da un raffinato percorso di finger food firmato dallo chef Antonio Dolce.
Poi, tra luci soffuse e sentieri di ghiaia, il pubblico si è lasciato guidare da una mappa speciale alla scoperta delle installazioni artistiche realizzate da Antonio Iannizzi, Lida, Sam Kalabria, Isabella Marino e Matteo Gregoracie: un viaggio tra pittura, ceramiche e fotografia in un dialogo continuo con il paesaggio.
Nel cuore pulsante della zona bar, la selezione vinilica di DJ Orosaiwa ha avvolto l’atmosfera in un sound raffinato e ricercato, mescolando pop d’autore, library music e perle dell’italo-disco. A rendere la serata ancora più speciale, il live del Tchaikowsky Jazz Trio ha emozionato il pubblico con un’esibizione di grande intensità e delicatezza.
Subito dopo, Cesare Aiello e Vagliolise hanno portato in consolle un djset dal groove sofisticato, interrotto a mezzanotte dalla tradizionale spaghettata aglio e olio offerta a tutti i presenti, prima di riprendere e proseguire fino a notte inoltrata.
Grande protagonista della giornata, ovviamente, è stato anche il concorso ippico, che ha visto in campo cavalli di grande qualità e presentazioni curate nei minimi dettagli.
Ecco le classifiche ufficiali delle prove:
– 3 anni, prova di obbedienza e andature – 1° Mai Tai Valentino – Simona Toti (72,33) 2° Eolo del Fogliano – Simona Toti (70,50) 3° Conthargos delle Dive – Claudio Amodio (70,33)
– Morfologia maschi 3 anni – 1° Nautilus Night – Luigi Caruso (83) 2° Mai Tai Valentino – Giuseppe Bagalà (82,50) 3° Dolkann della Verdina – MariaChiara Trapasso (81,33)
– Morfologia femmine 3 anni – 1° Esmeralda Queen – Angelo Veraldi (81,33) – Morfologia maschi 2 anni – 1° Quidem Redan – Pasquale De Marco (82,83) 2° Dianir – Ionà Pasquale (82,33) 3° Stargranus della Verdina – Gianfranco Froio (82,17)
– Morfologia femmine 2 anni – 1° Daenerys Major – Gaetano Antonio Miraglia (91,58) 2° Good Ark Luck – Francesco Mauro (85,42) 3° My Comthessa – Gaetano Antonio Miraglia (84,5)
– Morfologia maschi 1 anno – 1° Ustikann – Mariano Gallo (83,92) 2° Vertender – Mariano Gallo (83,08) 3° Leone – Giansaverio De Marco
– Morfologia femmine 1 anno – 1° Esmekita – Francesco Mauro (88,58) 2° Pasadina della Verdina – Angelo Veraldi (86,67) 3° Exclusive Star delle Dive – Angelo Veraldi (86,33)
– Salto in Libertà 3 anni (classifica finale) – 1° Dolkann della Verdina – MariaChiara Trapasso (106,16) 2° Mai Tai Valentino – Giuseppe Bagalà (100,25) 3° Esmeralda Queen – Angelo Veraldi (98,67)
Le prove sono state valutate da una autorevole giuria.
Composta da Mario Scribano (Ispettore MASAF), Daniele Lorusso, Marina Longinotti e Alessio Cipriani (Giudici MASAF).
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