#video data set

[nipuni]

So I just decided to render the speedpaint videos for this month's Patreon rewards and instead VLC corrupted all my files when I tried to convert them from mkv to mp4 and it overwrote the originals so now I have nothing, lost all the process of the two illustrations I had done and it's almost the end of the month and I have to paint and record the process of two new illustration in a couple of days before I have to leave on a trip 🙃

[fancypantsrecords]

Tomoya Ohtani - Sonic Frontiers: The Music Of Starfall Islands | Data Discs | 2023 | Clear with Green Splatter + Clear with Orange Splatter + Clear with Red Splatter + Clear with Blue Splatter

[why-its-kai]

THANK YOU TECHNOLOGY CONNECTIONS FOR SHOWING ME HOW TO TURN ON CLOSED CAPTIONS IN DVD PLAYBACK ON MY PS3 I CAN'T BELIEVE THE SETTING WAS THERE BUT HIDDEN LIKE THAT !??!??!?!?!?!!??!!!

[unnonexistence]

i get to work with time series data at work & im excited about it

[starrattlerofprydain]

I'm going back and reuploading my data greeting music videos, starting off with this one! :D

[dirtsnifffer]

i dont know if yhere exists purer cope than those "[gen]ai will not stick around, look at how bad the outputs it produces are!". i dont know if anyone actually believes in the fact that technology will simply never develop and get better so it literally is just like trying to lie to yourself which is honestly kind of pathetic. user was killed for this post etc etc

[astercontrol]

bringing back this half-derezznored thing

in honor of having a little more of the Nine Inch Nails soundtrack

[meraki-yao]

Chinese RWRB fans are some of the most unhinged RWRB fans in the whole fandom

Remember when I said I watched a Bilibili video creator make a whole 25-minute video speculating on everything that firstprince did during their night in Paris by analysing marks on Henry/Nick's body?

Well I just saw on Weibo a RWRB fan who's a forensic analyst who wrote a "scientific" report proving Nick is scientifically a babygirl by analysing his skull structure 🤣🤣🤣🤣🤣

And no I'm sorry but I won't be translating this one, it's phrased too academically for me to handle it 😅

[delicateconstitution]

i'm just not over how much little detail is put into every little aspect of his posing, like, i genuinely am so impressed by it and i find myself noting every little shift and movement because it's just Interesting to me. he's such a joy to watch every second he's on screen

[sysig]

Still normal don’t even worry about it (Patreon)

[ko-eko-ev-go-ms]

It continues to trip me up how much human brains are just weird organic computers

[raceispunk]

Guys can we please start respecting people's religions without criticizing them and yes that means Christians too

[dkettchen]

I'm refactoring some code I wrote last year during bootcamp and I just narrowed down long ass code from like 3 data cleaning stages (=a lot of clunky code!) to a few tiny helper functions to apply to a dataframe (=very little, neat code!) in one afternoon 😩

[reasonsforhope]

When self-described “ocean custodian” Boyan Slat took the stage at TED 2025 in Vancouver this week, he showed viewers a reality many of us are already heartbreakingly familiar with: There is a lot of trash in the ocean.

“If we allow current trends to continue, the amount of plastic that’s entering the ocean is actually set to double by 2060,” Slat said in his TED Talk, which will be published online at a later date. 

Plus, once plastic is in the ocean, it accumulates in “giant circular currents” called gyres, which Slat said operate a lot like the drain of the bathtub, meaning that plastic can enter these currents but cannot leave.

That’s how we get enormous build-ups like the Great Pacific Garbage Patch, a giant collection of plastic pollution in the ocean that is roughly twice the size of Texas.

As the founder and CEO of The Ocean Cleanup, Slat’s goal is to return our oceans to their original, clean state before 2040. To accomplish this, two things must be done.

First: Stop more plastic from entering the ocean. Second: Clean up the “legacy” pollution that is already out there and doesn’t go away by itself.

And Slat is well on his way.

Pictured: Kingston Harbour in Jamaica. Photo courtesy of The Ocean Cleanup Project

When Slat’s first TEDx Talk went viral in 2012, he was able to organize research teams to create the first-ever map of the Great Pacific Garbage Patch. From there, they created a technology to collect plastic from the most garbage-heavy areas in the ocean.

“We imagined a very long, u-shaped barrier … that would be pushed by wind and waves,” Slat explained in his Talk. 

This barrier would act as a funnel to collect garbage and be emptied out for recycling. 

But there was a problem.

“We took it out in the ocean, and deployed it, and it didn’t collect plastic,” Slat said, “which is a pretty important requirement for an ocean cleanup system.”

Soon after, this first system broke into two. But a few days later, his team was already back to the drawing board. 

From here, they added vessels that would tow the system forward, allowing it to sweep a larger area and move more methodically through the water. Mesh attached to the barrier would gather plastic and guide it to a retention area, where it would be extracted and loaded onto a ship for sorting, processing, and recycling. 

It worked. 

“For 60 years, humanity had been putting plastic into the ocean, but from that day onwards, we were also taking it back out again,” Slat said, with a video of the technology in action playing on screen behind him.

To applause, he said: “It’s the most beautiful thing I’ve ever seen, honestly.”

Over the years, Ocean Cleanup has scaled up this cleanup barrier, now measuring almost 2.5 kilometers — or about 1.5 miles — in length. And it cleans up an area of the ocean the size of a football field every five seconds.

Pictured: The Ocean Cleanup's System 002 deployed in the Great Pacific Garbage Patch. Photo courtesy of The Ocean Cleanup

The system is designed to be safe for marine life, and once plastic is brought to land, it is recycled into new products, like sunglasses, accessories for electric vehicles, and even Coldplay’s latest vinyl record, according to Slat. 

These products fund the continuation of the cleanup. The next step of the project is to use drones to target areas of the ocean that have the highest plastic concentration. 

In September 2024, Ocean Cleanup predicted the Patch would be cleaned up within 10 years. 

However, on April 8, Slat estimated “that this fleet of systems can clean up the Great Pacific Garbage Patch in as little as five years’ time.”

With ongoing support from MCS, a Netherlands-based Nokia company, Ocean Cleanup can quickly scale its reliable, real-time data and video communication to best target the problem. 

It’s the largest ocean cleanup in history.

But what about the plastic pollution coming into the ocean through rivers across the world? Ocean Cleanup is working on that, too. 

To study plastic pollution in other waterways, Ocean Cleanup attached AI cameras to bridges, measuring the flow of trash in dozens of rivers around the world, creating the first global model to predict where plastic is entering oceans.

“We discovered: Just 1% of the world’s rivers are responsible for about 80% of the plastic entering our oceans,” Slat said.

His team found that coastal cities in middle-income countries were primarily responsible, as people living in these areas have enough wealth to buy things packaged in plastic, but governments can’t afford robust waste management infrastructure. 

Ocean Cleanup now tackles those 1% of rivers to capture the plastic before it reaches oceans.

Pictured: Interceptor 007 in Los Angeles. Photo courtesy of The Ocean Cleanup

“It’s not a replacement for the slow but important work that’s being done to fix a broken system upstream,” Slat said. “But we believe that tackling this 1% of rivers provides us with the only way to rapidly close the gap.”

To clean up plastic waste in rivers, Ocean Cleanup has implemented technology called “interceptors,” which include solar-powered trash collectors and mobile systems in eight countries worldwide.

In Guatemala, an interceptor captured 1.4 million kilograms (or over 3 million pounds) of trash in under two hours. Now, this kind of collection happens up to three times a week.

“All of that would have ended up in the sea,” Slat said.

Now, interceptors are being brought to 30 cities around the world, targeting waterways that bring the most trash into our oceans. GPS trackers also mimic the flow of the plastic to help strategically deploy the systems for the most impact.

“We can already stop up to one-third of all the plastic entering our oceans once these are deployed,” Slat said.

And as soon as he finished his Talk on the TED stage, Slat was told that TED’s Audacious Project would be funding the deployment of Ocean Cleanup’s efforts in those 30 cities as part of the organization’s next cohort of grantees. 

While it is unclear how much support Ocean Cleanup will receive from the Audacious Project, Head of TED Chris Anderson told Slat: “We’re inspired. We’re determined in this community to raise the money you need to make that 30-city project happen.”

And Slat himself is determined to clean the oceans for good.

“For humanity to thrive, we need to be optimistic about the future,” Slat said, closing out his Talk.

“Once the oceans are clean again, it can be this example of how, through hard work and ingenuity, we can solve the big problems of our time.”

-via GoodGoodGood, April 9, 2025

[starrattlerofprydain]

Here's another reupload! I made this one earlier this year :D

[kaijutegu]

Alligator Bites Might Never Heal, But Doechii Is Good At Holding Alligators

Doechii won the Grammy for Best Rap Album for Alligator Bites Never Heal, but she also should have won the coveted and definitely not fictitious "Best Alligator Handling" award for the way she held Coconut on the cover!

(Yes, it's this Coconut.)

And the best part? She released a BTS video showing how they shot the cover, meaning that we can see more than just the still image! If a picture's worth a thousand words, video's worth... a lot more. (Sorry if it autoplays I don't think I have any control over that either way)

So, using the photoshoot images and video as evidence, let's take a look at how Doechii handled this alligator very well! I'm going to go into excruciating detail here because I think it's important to know why something is good just as much as it is important to know why something is bad. It's hard to understand alligator body language a lot of the time, so in this writeup, I will address how Doechii's holding the gator and what she's doing right, as well as point out how you can tell from Coconut's reactions that she is not distressed.

Body Support

In the album cover image, Doechii is seated, which is good, because even though she's a small alligator, Coconut is a very strong and powerful creature. That tail is pure muscle! But even in the standing images, you can see that Doechii is giving Coconut great body support and holding her correctly- close to the body, but without grabbing too tightly or being restrained uncomfortably. I think for a gator of this size I would have recommended pinning the back foreleg against her body for a little additional support and movement restriction- but I don't think she had to restrict movement because Coconut seems quite relaxed!

In the seated image, Doechii has one hand under Coconut's chest, supporting her sternum and head. The other hand is on top of her tail, and her knee is under the pelvic girdle. This type of hold lets the alligator feel safe; remember that these are aquatic and terrestrial creatures. An insecure hold that risks dropping them is going to stress them out and make them uncomfortable. By holding the alligator gently against her body and not squeezing, she's avoiding any uncomfortable pressure.

Head and Throat Support

In all of the images, Doechii is bringing her hand under Coconut's neck, creating a cradle with her hand so that the alligator can rest her head. But what she's not doing is she is not squeezing or grabbing the throat. The throat is one of the soft bits of an alligator, and squeezing it too tightly is very uncomfortable for them. But the way Doechii is supporting her gives her several degrees of freedom to move her head if she so chooses.

Body Language

Another indication of good handling is that it's clear that Coconut is not uncomfortably stressed. Alligators express displeasure with being held in a lot of ways, including struggling to get away, hissing, and holding their mouths open. (If you want to know more and see my sources, you can read my post on alligator body language. LOTS of info there, including peer-reviewed ethology sources that explain what alligators do and why they do it! Go get your data-driven answers!)

But Coconut isn't doing that; she's calm and alert. You can see in the BTS video that she's active on set. She's not shut down, and when she wants to walk around, she's not restrained. Obviously the video is an edited timelapse, and it's not the whole story- but when people show alligators in media, they usually don't know enough about them to edit out any uncomfortable body language. So I think that if she had been upset, we would have seen that.

We can also see in the video that Coconut is unbanded, meaning her mouth was not held shut. I thought they might have banded her and then edited the band out for the cover, but no, there was nothing restricting any distress cues. Banding is usually done for public safety, but the facility Coconut's from... doesn't do that, so I'm not surprised she's unbanded. At least it gives more evidence that she's not trying to gape!

One more good indicator that Coconut was comfortable is that she's got her eyes open, which you can even kinda see in the video if you zoom in. Reptiles will often squinch their eyes shut to avoid distressing stimuli or signal distress, and albino alligators have even more reasons to do this. They're much more sensitive to light than their pigmented counterparts. But it looks like her on-set work was completed quickly, meaning that she didn't have to be around bright lights for long.

In conclusion:

Doechii's album cover is an example of good alligator handling. Yay!

That said, please note that this is only about handling and is divorced from any other issues surrounding this particular alligator. (Read the body language post if you want more on that.) These are not issues I'm touching in this post, because that's not the point! I simply want to point out an instance of good handling and how you can identify relaxed body language in an animal that is notoriously hard to read when posted on social media.