22 skills found
alexhallam / Tv📺(tv) Tidy Viewer is a cross-platform CLI csv pretty printer that uses column styling to maximize viewer enjoyment.
simplethemes / Skeleton WpSkeleton is a simple, responsive WordPress theme based on the Skeleton Boilerplate. It has several useful shortcodes, such as tabs, toggles, cross-browser CSS3 buttons, and layout columns. It also includes a bbPress skin/stylesheet and sample child theme.
Tenniskin / ViBoardA cross-platform Echarts dashboard application,Powerpoint-like, designed based on Excel data, with the capability to update data remotely.supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall. 支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充图、气泡图、扇形图。
danderfer / Comp Sci Sem 2According to all known laws of aviation, there is no way that a bee should be able to fly. Its wings are too small to get its fat little body off the ground. The bee, of course, flies anyway. Because bees don’t care what humans think is impossible.” SEQ. 75 - “INTRO TO BARRY” INT. BENSON HOUSE - DAY ANGLE ON: Sneakers on the ground. Camera PANS UP to reveal BARRY BENSON’S BEDROOM ANGLE ON: Barry’s hand flipping through different sweaters in his closet. BARRY Yellow black, yellow black, yellow black, yellow black, yellow black, yellow black...oohh, black and yellow... ANGLE ON: Barry wearing the sweater he picked, looking in the mirror. BARRY (CONT’D) Yeah, let’s shake it up a little. He picks the black and yellow one. He then goes to the sink, takes the top off a CONTAINER OF HONEY, and puts some honey into his hair. He squirts some in his mouth and gargles. Then he takes the lid off the bottle, and rolls some on like deodorant. CUT TO: INT. BENSON HOUSE KITCHEN - CONTINUOUS Barry’s mother, JANET BENSON, yells up at Barry. JANET BENSON Barry, breakfast is ready! CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 1. INT. BARRY’S ROOM - CONTINUOUS BARRY Coming! SFX: Phone RINGING. Barry’s antennae vibrate as they RING like a phone. Barry’s hands are wet. He looks around for a towel. BARRY (CONT’D) Hang on a second! He wipes his hands on his sweater, and pulls his antennae down to his ear and mouth. BARRY (CONT'D) Hello? His best friend, ADAM FLAYMAN, is on the other end. ADAM Barry? BARRY Adam? ADAM Can you believe this is happening? BARRY Can’t believe it. I’ll pick you up. Barry sticks his stinger in a sharpener. SFX: BUZZING AS HIS STINGER IS SHARPENED. He tests the sharpness with his finger. SFX: Bing. BARRY (CONT’D) Looking sharp. ANGLE ON: Barry hovering down the hall, sliding down the staircase bannister. Barry’s mother, JANET BENSON, is in the kitchen. JANET BENSON Barry, why don’t you use the stairs? Your father paid good money for those. "Bee Movie" - JS REVISIONS 8/13/07 2. BARRY Sorry, I’m excited. Barry’s father, MARTIN BENSON, ENTERS. He’s reading a NEWSPAPER with the HEADLINE, “Queen gives birth to thousandtuplets: Resting Comfortably.” MARTIN BENSON Here’s the graduate. We’re very proud of you, Son. And a perfect report card, all B’s. JANET BENSON (mushing Barry’s hair) Very proud. BARRY Ma! I’ve got a thing going here. Barry re-adjusts his hair, starts to leave. JANET BENSON You’ve got some lint on your fuzz. She picks it off. BARRY Ow, that’s me! MARTIN BENSON Wave to us. We’ll be in row 118,000. Barry zips off. BARRY Bye! JANET BENSON Barry, I told you, stop flying in the house! CUT TO: SEQ. 750 - DRIVING TO GRADUATION EXT. BEE SUBURB - MORNING A GARAGE DOOR OPENS. Barry drives out in his CAR. "Bee Movie" - JS REVISIONS 8/13/07 3. ANGLE ON: Barry’s friend, ADAM FLAYMAN, standing by the curb. He’s reading a NEWSPAPER with the HEADLINE: “Frisbee Hits Hive: Internet Down. Bee-stander: “I heard a sound, and next thing I knew...wham-o!.” Barry drives up, stops in front of Adam. Adam jumps in. BARRY Hey, Adam. ADAM Hey, Barry. (pointing at Barry’s hair) Is that fuzz gel? BARRY A little. It’s a special day. Finally graduating. ADAM I never thought I’d make it. BARRY Yeah, three days of grade school, three days of high school. ADAM Those were so awkward. BARRY Three days of college. I’m glad I took off one day in the middle and just hitchhiked around the hive. ADAM You did come back different. They drive by a bee who’s jogging. ARTIE Hi Barry! BARRY (to a bee pedestrian) Hey Artie, growing a mustache? Looks good. Barry and Adam drive from the suburbs into the city. ADAM Hey, did you hear about Frankie? "Bee Movie" - JS REVISIONS 8/13/07 4. BARRY Yeah. ADAM You going to his funeral? BARRY No, I’m not going to his funeral. Everybody knows you sting someone you die, you don’t waste it on a squirrel. He was such a hot head. ADAM Yeah, I guess he could’ve just gotten out of the way. The DRIVE through a loop de loop. BARRY AND ADAM Whoa...Whooo...wheee!! ADAM I love this incorporating the amusement park right into our regular day. BARRY I guess that’s why they say we don’t need vacations. CUT TO: SEQ. 95 - GRADUATION EXT. GRADUATION CEREMONY - CONTINUOUS Barry and Adam come to a stop. They exit the car, and fly over the crowd to their seats. * BARRY * (re: graduation ceremony) * Boy, quite a bit of pomp...under * the circumstances. * They land in their seats. BARRY (CONT’D) Well Adam, today we are men. "Bee Movie" - JS REVISIONS 8/13/07 5. ADAM We are. BARRY Bee-men. ADAM Amen! BARRY Hallelujah. Barry hits Adam’s forehead. Adam goes into the rapture. An announcement comes over the PA. ANNOUNCER (V.O) Students, faculty, distinguished bees...please welcome, Dean Buzzwell. ANGLE ON: DEAN BUZZWELL steps up to the podium. The podium has a sign that reads: “Welcome Graduating Class of:”, with train-station style flipping numbers after it. BUZZWELL Welcome New Hive City graduating class of... The numbers on the podium change to 9:15. BUZZWELL (CONT’D) ...9:15. (he clears his throat) And that concludes our graduation ceremonies. And begins your career at Honex Industries. BARRY Are we going to pick our job today? ADAM I heard it’s just orientation. The rows of chairs change in transformer-like mechanical motion to Universal Studios type tour trams. Buzzwell walks off stage. BARRY (re: trams) Whoa, heads up! Here we go. "Bee Movie" - JS REVISIONS 8/13/07 6. SEQ. 125 - “FACTORY” FEMALE VOICE (V.O) Keep your hands and antennas inside the tram at all times. (in Spanish) Dejen las manos y antennas adentro del tram a todos tiempos. BARRY I wonder what it’s going to be like? ADAM A little scary. Barry shakes Adam. BARRY AND ADAM AAHHHH! The tram passes under SIGNS READING: “Honex: A Division of Honesco: A Part of the Hexagon Group.” TRUDY Welcome to Honex, a division of Honesco, and a part of the Hexagon group. BARRY This is it! The Honex doors OPEN, revealing the factory. BARRY (CONT’D) Wow. TRUDY We know that you, as a bee, have worked your whole life to get to the point where you can work for your whole life. Honey begins when our valiant pollen jocks bring the nectar to the hive where our top secret formula is automatically color-corrected, scent adjusted and bubble contoured into this... Trudy GRABS a TEST TUBE OF HONEY from a technician. "Bee Movie" - JS REVISIONS 8/13/07 7. TRUDY (CONT’D) ...soothing, sweet syrup with its distinctive golden glow, you all know as... EVERYONE ON THE TRAM (in unison) H-o-n-e-y. Trudy flips the flask into the crowd, and laughs as they all scramble for it. ANGLE ON: A GIRL BEE catching the honey. ADAM (sotto) That girl was hot. BARRY (sotto) She’s my cousin. ADAM She is? BARRY Yes, we’re all cousins. ADAM Right. You’re right. TRUDY At Honex, we also constantly strive to improve every aspect of bee existence. These bees are stress testing a new helmet technology. ANGLE ON: A STUNT BEE in a HELMET getting hit with a NEWSPAPER, then a SHOE, then a FLYSWATTER. He gets up, and gives a “thumb’s up”. The graduate bees APPLAUD. ADAM (re: stunt bee) What do you think he makes? BARRY Not enough. TRUDY And here we have our latest advancement, the Krelman. "Bee Movie" - JS REVISIONS 8/13/07 8. BARRY Wow, what does that do? TRUDY Catches that little strand of honey that hangs after you pour it. Saves us millions. ANGLE ON: The Krelman machine. Bees with hand-shaped hats on, rotating around a wheel to catch drips of honey. Adam’s hand shoots up. ADAM Can anyone work on the Krelman? TRUDY Of course. Most bee jobs are small ones. But bees know that every small job, if it’s done well, means a lot. There are over 3000 different bee occupations. But choose carefully, because you’ll stay in the job that you pick for the rest of your life. The bees CHEER. ANGLE ON: Barry’s smile dropping slightly. BARRY The same job for the rest of your life? I didn’t know that. ADAM What’s the difference? TRUDY And you’ll be happy to know that bees as a species haven’t had one day off in 27 million years. BARRY So you’ll just work us to death? TRUDY (laughing) We’ll sure try. Everyone LAUGHS except Barry. "Bee Movie" - JS REVISIONS 8/13/07 9. The tram drops down a log-flume type steep drop. Cameras flash, as all the bees throw up their hands. The frame freezes into a snapshot. Barry looks concerned. The tram continues through 2 doors. FORM DISSOLVE TO: SEQ. 175 - “WALKING THE HIVE” INT. HONEX LOBBY ANGLE ON: The log-flume photo, as Barry looks at it. ADAM Wow. That blew my mind. BARRY (annoyed) “What’s the difference?” Adam, how could you say that? One job forever? That’s an insane choice to have to make. ADAM Well, I’m relieved. Now we only have to make one decision in life. BARRY But Adam, how could they never have told us that? ADAM Barry, why would you question anything? We’re bees. We’re the most perfectly functioning society on Earth. They walk by a newspaper stand with A SANDWICH BOARD READING: “Bee Goes Berserk: Stings Seven Then Self.” ANGLE ON: A BEE filling his car’s gas tank from a honey pump. He fills his car some, then takes a swig for himself. NEWSPAPER BEE (to the bee guzzling gas) Hey! Barry and Adam begin to cross the street. "Bee Movie" - JS REVISIONS 8/13/07 10. BARRY Yeah but Adam, did you ever think that maybe things work a little too well around here? They stop in the middle of the street. The traffic moves perfectly around them. ADAM Like what? Give me one example. BARRY (thinks) ...I don’t know. But you know what I’m talking about. They walk off. SEQ. 400 - “MEET THE JOCKS” SFX: The SOUND of Pollen Jocks. PAN DOWN from the Honex statue. J-GATE ANNOUNCER Please clear the gate. Royal Nectar Force on approach. Royal Nectar Force on approach. BARRY Wait a second. Check it out. Hey, hey, those are Pollen jocks. ADAM Wow. FOUR PATROL BEES FLY in through the hive’s giant Gothic entrance. The Patrol Bees are wearing fighter pilot helmets with black visors. ADAM (CONT’D) I’ve never seen them this close. BARRY They know what it’s like to go outside the hive. ADAM Yeah, but some of them don’t come back. "Bee Movie" - JS REVISIONS 8/13/07 11. The nectar from the pollen jocks is removed from their backpacks, and loaded into trucks on their way to Honex. A SMALL CROWD forms around the Patrol Bees. Each one has a PIT CREW that takes their nectar. Lou Loduca hurries a pit crew along: LOU LODUCA You guys did great! You’re monsters. You’re sky freaks! I love it! I love it! SCHOOL GIRLS are jumping up and down and squealing nearby. BARRY I wonder where those guys have just been? ADAM I don’t know. BARRY Their day’s not planned. Outside the hive, flying who-knows-where, doing who-knows-what. ADAM You can’t just decide one day to be a Pollen Jock. You have to be bred for that. BARRY Right. Pollen Jocks cross in close proximity to Barry and Adam. Some pollen falls off, onto Barry and Adam. BARRY (CONT’D) Look at that. That’s more pollen than you and I will ever see in a lifetime. ADAM (playing with the pollen) It’s just a status symbol. I think bees make too big a deal out of it. BARRY Perhaps, unless you’re wearing it, and the ladies see you wearing it. ANGLE ON: Two girl bees. "Bee Movie" - JS REVISIONS 8/13/07 12. ADAM Those ladies? Aren’t they our cousins too? BARRY Distant, distant. ANGLE ON: TWO POLLEN JOCKS. JACKSON Look at these two. SPLITZ Couple of Hive Harrys. JACKSON Let’s have some fun with them. The pollen jocks approach. Barry and Adam continue to talk to the girls. GIRL 1 It must be so dangerous being a pollen jock. BARRY Oh yeah, one time a bear had me pinned up against a mushroom. He had one paw on my throat, and with the other he was slapping me back and forth across the face. GIRL 1 Oh my. BARRY I never thought I’d knock him out. GIRL 2 (to Adam) And what were you doing during all of this? ADAM Obviously I was trying to alert the authorities. The girl swipes some pollen off of Adam with a finger. BARRY (re: pollen) I can autograph that if you want. "Bee Movie" - JS REVISIONS 8/13/07 13. JACKSON Little gusty out there today, wasn’t it, comrades? BARRY Yeah. Gusty. BUZZ You know, we’re going to hit a sunflower patch about six miles from here tomorrow. BARRY Six miles, huh? ADAM (whispering) Barry. BUZZ It’s a puddle-jump for us. But maybe you’re not up for it. BARRY Maybe I am. ADAM (whispering louder) You are not! BUZZ We’re going, oh-nine hundred at JGate. ADAM (re: j-gate) Whoa. BUZZ (leaning in, on top of Barry) What do you think, Buzzy Boy? Are you bee enough? BARRY I might be. It all depends on what oh-nine hundred means. CUT TO: SEQ. 450 - “THE BALCONY” "Bee Movie" - JS REVISIONS 8/13/07 14. INT. BENSON HOUSE BALCONY - LATER Barry is standing on the balcony alone, looking out over the city. Martin Benson ENTERS, sneaks up behind Barry and gooses him in his ribs. MARTIN BENSON Honex! BARRY Oh, Dad. You surprised me. MARTIN BENSON (laughing) Have you decided what you’re interested in, Son? BARRY Well, there’s a lot of choices. MARTIN BENSON But you only get one. Martin LAUGHS. BARRY Dad, do you ever get bored doing the same job every day? MARTIN BENSON Son, let me tell you something about stirring. (making the stirring motion) You grab that stick and you just move it around, and you stir it around. You get yourself into a rhythm, it’s a beautiful thing. BARRY You know dad, the more I think about it, maybe the honey field just isn’t right for me. MARTIN BENSON And you were thinking of what, making balloon animals? That’s a bad job for a guy with a stinger. "Bee Movie" - JS REVISIONS 8/13/07 15. BARRY Well no... MARTIN BENSON Janet, your son’s not sure he wants to go into honey. JANET BENSON Oh Barry, you are so funny sometimes. BARRY I’m not trying to be funny. MARTIN BENSON You’re not funny, you’re going into honey. Our son, the stirrer. JANET BENSON You’re going to be a stirrer?! BARRY No one’s listening to me. MARTIN BENSON Wait until you see the sticks I have for you. BARRY I can say anything I want right now. I’m going to get an ant tattoo. JANET BENSON Let’s open some fresh honey and celebrate. BARRY Maybe I’ll pierce my thorax! MARTIN BENSON (toasting) To honey! BARRY Shave my antennae! JANET BENSON To honey! "Bee Movie" - JS REVISIONS 8/13/07 16. BARRY Shack up with a grasshopper, get a gold tooth, and start calling everybody “Dawg.” CUT TO: SEQ. 760 - “JOB PLACEMENT” EXT. HONEX LOBBY - CONTINUOUS ANGLE ON: A BEE BUS STOP. One group of bees stands on the pavement, as another group hovers above them. A doubledecker bus pulls up. The hovering bees get on the top level, and the standing bees get on the bottom. Barry and Adam pull up outside of Honex. ADAM I can’t believe we’re starting work today. BARRY Today’s the day. Adam jumps out of the car. ADAM (O.C) Come on. All the good jobs will be gone. BARRY Yeah, right... ANGLE ON: A BOARD READING: “JOB PLACEMENT BOARD”. Buzzwell, the Bee Processor, is at the counter. Another BEE APPLICANT, SANDY SHRIMPKIN is EXITING. SANDY SHRIMPKIN Is it still available? BUZZWELL Hang on. (he looks at changing numbers on the board) Two left. And...one of them’s yours. Congratulations Son, step to the side please. "Bee Movie" - JS REVISIONS 8/13/07 17. SANDY SHRIMPKIN Yeah! ADAM (to Sandy, leaving) What did you get? SANDY SHRIMPKIN Picking the crud out. That is stellar! ADAM Wow. BUZZWELL (to Adam and Barry) Couple of newbies? ADAM Yes Sir. Our first day. We are ready. BUZZWELL Well, step up and make your choice. ANGLE ON: A CHART listing the different sectors of Honex. Heating, Cooling, Viscosity, Krelman, Pollen Counting, Stunt Bee, Pouring, Stirrer, Humming, Regurgitating, Front Desk, Hair Removal, Inspector No. 7, Chef, Lint Coordinator, Stripe Supervisor, Antennae-ball polisher, Mite Wrangler, Swatting Counselor, Wax Monkey, Wing Brusher, Hive Keeper, Restroom Attendant. ADAM (to Barry) You want to go first? BARRY No, you go. ADAM Oh my. What’s available? BUZZWELL Restroom attendant is always open, and not for the reason you think. ADAM Any chance of getting on to the Krelman, Sir? BUZZWELL Sure, you’re on. "Bee Movie" - JS REVISIONS 8/13/07 18. He plops the KRELMAN HAT onto Adam’s head. ANGLE ON: The job board. THE COLUMNS READ: “OCCUPATION” “POSITIONS AVAILABLE”, and “STATUS”. The middle column has numbers, and the right column has job openings flipping between “open”, “pending”, and “closed”. BUZZWELL (CONT’D) Oh, I’m sorry. The Krelman just closed out. ADAM Oh! He takes the hat off Adam. BUZZWELL Wax Monkey’s always open. The Krelman goes from “Closed” to “Open”. BUZZWELL (CONT’D) And the Krelman just opened up again. ADAM What happened? BUZZWELL Well, whenever a bee dies, that’s an opening. (pointing at the board) See that? He’s dead, dead, another dead one, deady, deadified, two more dead. Dead from the neck up, dead from the neck down. But, that’s life. ANGLE ON: Barry’s disturbed expression. ADAM (feeling pressure to decide) Oh, this is so hard. Heating, cooling, stunt bee, pourer, stirrer, humming, inspector no. 7, lint coordinator, stripe supervisor, antenna-ball polisher, mite wrangler-- Barry, Barry, what do you think I should-- Barry? Barry? "Bee Movie" - JS REVISIONS 8/13/07 19. Barry is gone. CUT TO: SEQ. 775 - “LOU LODUCA SPEECH” EXT. J-GATE - SAME TIME Splitz, Jackson, Buzz, Lou and two other BEES are going through final pre-flight checks. Barry ENTERS. LOU LODUCA Alright, we’ve got the sunflower patch in quadrant nine. Geranium window box on Sutton Place... Barry’s antennae rings, like a phone. ADAM (V.O) What happened to you? Where are you? Barry whispers throughout. BARRY I’m going out. ADAM (V.O) Out? Out where? BARRY Out there. ADAM (V.O) (putting it together) Oh no. BARRY I have to, before I go to work for the rest of my life. ADAM (V.O) You’re going to die! You’re crazy! Hello? BARRY Oh, another call coming in. "Bee Movie" - JS REVISIONS 8/13/07 20. ADAM (V.O) You’re cra-- Barry HANGS UP. ANGLE ON: Lou Loduca. LOU LODUCA If anyone’s feeling brave, there’s a Korean Deli on 83rd that gets their roses today. BARRY (timidly) Hey guys. BUZZ Well, look at that. SPLITZ Isn’t that the kid we saw yesterday? LOU LODUCA (to Barry) Hold it son, flight deck’s restricted. JACKSON It’s okay Lou, we’re going to take him up. Splitz and Jackson CHUCKLE. LOU LODUCA Really? Feeling lucky, are ya? A YOUNGER SMALLER BEE THAN BARRY, CHET, runs up with a release waiver for Barry to sign. CHET Sign here. Here. Just initial that. Thank you. LOU LODUCA Okay, you got a rain advisory today and as you all know, bees cannot fly in rain. So be careful. As always, (reading off clipboard) watch your brooms, hockey sticks, dogs, birds, bears, and bats. "Bee Movie" - JS REVISIONS 8/13/07 21. Also, I got a couple reports of root beer being poured on us. Murphy’s in a home because of it, just babbling like a cicada. BARRY That’s awful. LOU LODUCA And a reminder for all you rookies, bee law number one, absolutely no talking to humans. Alright, launch positions! The Jocks get into formation, chanting as they move. LOU LODUCA (CONT’D) Black and Yellow! JOCKS Hello! SPLITZ (to Barry) Are you ready for this, hot shot? BARRY Yeah. Yeah, bring it on. Barry NODS, terrified. BUZZ Wind! - CHECK! JOCK #1 Antennae! - CHECK! JOCK #2 Nectar pack! - CHECK! JACKSON Wings! - CHECK! SPLITZ Stinger! - CHECK! BARRY Scared out of my shorts - CHECK. LOU LODUCA Okay ladies, let’s move it out. Everyone FLIPS their goggles down. Pit crew bees CRANK their wings, and remove the starting blocks. We hear loud HUMMING. "Bee Movie" - JS REVISIONS 8/13/07 22. LOU LODUCA (CONT'D) LOU LODUCA (CONT’D) Pound those petunia's, you striped stem-suckers! All of you, drain those flowers! A FLIGHT DECK GUY in deep crouch hand-signals them out the archway as the backwash from the bee wings FLUTTERS his jump suit. Barry follows everyone. SEQ. 800 - “FLYING WITH THE JOCKS” The bees climb above tree tops in formation. Barry is euphoric. BARRY Whoa! I’m out! I can’t believe I’m out! So blue. Ha ha ha! (a beat) I feel so fast...and free. (re: kites in the sky) Box kite! Wow! They fly by several bicyclists, and approach a patch of flowers. BARRY (CONT'D) Flowers! SPLITZ This is blue leader. We have roses visual. Bring it around thirty degrees and hold. BARRY (sotto) Roses. JACKSON Thirty degrees, roger, bringing it around. Many pollen jocks break off from the main group. They use their equipment to collect nectar from flowers. Barry flies down to watch the jocks collect the nectar. JOCK Stand to the side kid, it’s got a bit of a kick. The jock fires the gun, and recoils. Barry watches the gun fill up with nectar. "Bee Movie" - JS REVISIONS 8/13/07 23. BARRY Oh, that is one Nectar Collector. JOCK You ever see pollination up close? BARRY No, Sir. He takes off, and the excess pollen dust falls causing the flowers to come back to life. JOCK (as he pollinates) I pick some pollen up over here, sprinkle it over here, maybe a dash over there, pinch on that one...see that? It’s a little bit of magic, ain’t it? The FLOWERS PERK UP as he pollinates. BARRY Wow. That’s amazing. Why do we do that? JOCK ...that’s pollen power, Kid. More pollen, more flowers, more nectar, more honey for us. BARRY Cool. The Jock WINKS at Barry. Barry rejoins the other jocks in the sky. They swoop in over a pond, kissing the surface. We see their image reflected in the water; they’re really moving. They fly over a fountain. BUZZ I’m picking up a lot of bright yellow, could be daisies. Don’t we need those? SPLITZ Copy that visual. We see what appear to be yellow flowers on a green field. "Bee Movie" - JS REVISIONS 8/13/07 24. They go into a deep bank and dive. BUZZ Hold on, one of these flowers seems to be on the move. SPLITZ Say again...Are you reporting a moving flower? BUZZ Affirmative. SEQ. 900 - “TENNIS GAME” The pollen jocks land. It is a tennis court with dozens of tennis balls. A COUPLE, VANESSA and KEN, plays tennis. The bees land right in the midst of a group of balls. KEN (O.C) That was on the line! The other bees start walking around amongst the immense, yellow globes. SPLITZ This is the coolest. What is it? They stop at a BALL on a white line and look up at it. JACKSON I don’t know, but I’m loving this color. SPLITZ (smelling tennis ball) Smells good. Not like a flower. But I like it. JACKSON Yeah, fuzzy. BUZZ Chemical-y. JACKSON Careful, guys, it’s a little grabby. Barry LANDS on a ball and COLLAPSES. "Bee Movie" - JS REVISIONS 8/13/07 25. BARRY Oh my sweet lord of bees. JACKSON Hey, candy brain, get off there! Barry attempts to pulls his legs off, but they stick. BARRY Problem! A tennis shoe and a hand ENTER FRAME. The hand picks up the ball with Barry underneath it. BARRY (CONT'D) Guys! BUZZ This could be bad. JACKSON Affirmative. Vanessa walks back to the service line, BOUNCES the ball. Each time it BOUNCES, the other bees cringe and GASP. ANGLE ON: Barry, terrified. Pure dumb luck, he’s not getting squished. BARRY (with each bounce) Very close...Gonna Hurt...Mamma’s little boy. SPLITZ You are way out of position, rookie. ANGLE ON: Vanessa serving. We see Barry and the ball up against the racket as she brings it back. She tosses the ball into the air; Barry’s eyes widen. The ball is STRUCK, and the rally is on. KEN Coming in at you like a missile! Ken HITS the ball back. Barry feels the g-forces. ANGLE ON: The Pollen Jocks watching Barry pass by them in SLOW MOTION. "Bee Movie" - JS REVISIONS 8/13/07 26. BARRY (in slow motion) Help me! JACKSON You know, I don't think these are flowers. SPLITZ Should we tell him? JACKSON I think he knows. BARRY (O.S) What is this?! Vanessa HITS a high arcing lob. Ken waits, poised for the return. We see Barry having trouble maneuvering the ball from fatigue. KEN (overly confident) Match point! ANGLE ON: Ken running up. He has a killer look in his eyes. He’s going to hit the ultimate overhead smash. KEN (CONT'D) You can just start packing up Honey, because I believe you’re about to eat it! ANGLE ON: Pollen Jocks. JACKSON Ahem! Ken is distracted by the jock. KEN What? No! He misses badly. The ball rockets into oblivion. Barry is still hanging on. ANGLE ON: Ken, berating himself. KEN (CONT’D) Oh, you cannot be serious. We hear the ball WHISTLING, and Barry SCREAMING. "Bee Movie" - JS REVISIONS 8/13/07 27. BARRY Yowser!!! SEQ. 1000 - “SUV” The ball flies through the air, and lands in the middle of the street. It bounces into the street again, and sticks in the grille of an SUV. INT. CAR ENGINE - CONTINUOUS BARRY’S POV: the grille of the SUV sucks him up. He tumbles through a black tunnel, whirling vanes, and pistons. BARRY AHHHHHHHHHHH!! OHHHH!! EECHHH!! AHHHHHH!! Barry gets chilled by the A/C system, and sees a frozen grasshopper. BARRY (CONT’D) (re: grasshopper) Eww, gross. CUT TO: INT. CAR - CONTINUOUS The car is packed with a typical suburban family: MOTHER, FATHER, eight-year old BOY, LITTLE GIRL in a car seat and a GRANDMOTHER. A big slobbery DOG is behind a grate. Barry pops into the passenger compartment, hitting the Mother’s magazine. MOTHER There’s a bee in the car! They all notice the bee and start SCREAMING. BARRY Aaahhhh! Barry tumbles around the car. We see the faces from his POV. MOTHER Do something! "Bee Movie" - JS REVISIONS 8/13/07 28. FATHER I’m driving! Barry flies by the little girl in her CAR SEAT. She waves hello. LITTLE GIRL Hi, bee. SON He’s back here! He’s going to sting me! The car SWERVES around the road. Barry flies into the back, where the slobbery dog SNAPS at him. Barry deftly avoids the jaws and gross, flying SPITTLE. MOTHER Nobody move. If you don’t move, he won’t sting you. Freeze! Everyone in the car freezes. Barry freezes. They stare at each other, eyes going back and forth, waiting to see who will make the first move. Barry blinks. GRANNY He blinked! Granny pulls out a can of HAIR SPRAY. SON Spray him, Granny! Granny sprays the hair spray everywhere. FATHER What are you doing? GRANNY It’s hair spray! Extra hold! MOTHER Kill it! Barry gets sprayed back by the hair spray, then sucked out of the sunroof. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 29. EXT. CITY STREET - CONTINUOUS BARRY Wow. The tension level out here is unbelievable. I’ve got to get home. As Barry flies down the street, it starts to RAIN. He nimbly avoids the rain at first. BARRY (CONT’D) Whoa. Whoa! Can’t fly in rain! Can’t fly in rain! Can’t fly in-- A couple of drops hit him, his wings go limp and he starts falling. BARRY (CONT'D) Mayday! Mayday! Bee going down! Barry sees a window ledge and aims for it and just makes it. Shivering and exhausted, he crawls into an open window as it CLOSES. SEQ. 1100 - “VANESSA SAVES BARRY” INT. VANESSA’S APARTMENT - CONTINUOUS Inside the window, Barry SHAKES off the rain like a dog. Vanessa, Ken, Andy, and Anna ENTER the apartment. VANESSA Ken, can you close the window please? KEN Huh? Oh. (to Andy) Hey, check out my new resume. I made it into a fold-out brochure. You see? It folds out. Ken holds up his brochure, with photos of himself, and a resume in the middle. ANGLE ON: Barry hiding behind the curtains, as Ken CLOSES THE WINDOW. "Bee Movie" - JS REVISIONS 8/13/07 30. BARRY Oh no, more humans. I don’t need this. Barry HOVERS up into the air and THROWS himself into the glass. BARRY (CONT’D) (dazed) Ow! What was that? He does it again, and then multiple more times. BARRY (CONT'D) Maybe this time...this time, this time, this time, this time, this time, this time, this time. Barry JUMPS onto the drapes. BARRY (CONT'D) (out of breath) Drapes! (then, re: glass) That is diabolical. KEN It’s fantastic. It’s got all my special skills, even my top ten favorite movies. ANDY What’s your number one? Star Wars? KEN Ah, I don’t go for that, (makes Star Wars noises), kind of stuff. ANGLE ON: Barry. BARRY No wonder we’re not supposed to talk to them. They’re out of their minds. KEN When I walk out of a job interview they’re flabbergasted. They can’t believe the things I say. Barry looks around and sees the LIGHT BULB FIXTURE in the middle of the ceiling. "Bee Movie" - JS REVISIONS 8/13/07 31. BARRY (re: light bulb) Oh, there’s the sun. Maybe that’s a way out. Barry takes off and heads straight for the light bulb. His POV: The seventy-five watt label grows as he gets closer. BARRY (CONT’D) I don’t remember the sun having a big seventy five on it. Barry HITS the bulb and is KNOCKED SILLY. He falls into a BOWL OF GUACAMOLE. Andy dips his chip in the guacamole, taking Barry with it. ANGLE ON: Ken and Andy. KEN I’ll tell you what. You know what? I predicted global warming. I could feel it getting hotter. At first I thought it was just me. Barry’s POV: Giant human mouth opening. KEN (CONT’D) Wait! Stop! Beeeeeee! ANNA Kill it! Kill it! They all JUMP up from their chairs. Andy looks around for something to use. Ken comes in for the kill with a big TIMBERLAND BOOT on each hand. KEN Stand back. These are winter boots. Vanessa ENTERS, and stops Ken from squashing Barry. VANESSA (grabs Ken’s arm) Wait. Don’t kill him. CLOSE UP: on Barry’s puzzled face. KEN You know I’m allergic to them. This thing could kill me. "Bee Movie" - JS REVISIONS 8/13/07 32. VANESSA Why does his life have any less value than yours? She takes a GLASS TUMBLER and places it over Barry. KEN Why does his life have any less value than mine? Is that your statement? VANESSA I’m just saying, all life has value. You don’t know what he’s capable of feeling. Barry looks up through the glass and watches this conversation, astounded. Vanessa RIPS Ken’s resume in half and SLIDES it under the glass. KEN (wistful) My brochure. There’s a moment of eye contact as she carries Barry to the window. She opens it and sets him free. VANESSA There you go, little guy. KEN (O.C) I’m not scared of them. But, you know, it’s an allergic thing. ANDY (O.C) * Hey, why don’t you put that on your * resume-brochure? * KEN (O.C) It’s not funny, my whole face could puff up. ANDY (O.C) Make it one of your “Special Skills.” KEN (O.C) You know, knocking someone out is also a special skill. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 33. EXT. WINDOWSILL - CONTINUOUS Barry stares over the window frame. He can’t believe what’s just happened. It is still RAINING. DISSOLVE TO: SEQ. 1200 - “BARRY SPEAKS” EXT. WINDOWSILL - LATER Barry is still staring through the window. Inside, everyone’s saying their good-byes. KEN Vanessa, next week? Yogurt night? VANESSA Uh, yeah sure Ken. You know, whatever. KEN You can put carob chips on there. VANESSA Good night. KEN (as he exits) Supposed to be less calories, or something. VANESSA Bye. She shuts the door. Vanessa starts cleaning up. BARRY I’ve got to say something. She saved my life. I’ve got to say something. Alright, here it goes. Barry flies in. "Bee Movie" - JS REVISIONS 8/13/07 34. INT. VANESSA’S APARTMENT - CONTINUOUS Barry hides himself on different PRODUCTS placed along the kitchen shelves. He hides on a Bumblebee Tuna can, and a “Greetings From Coney Island” MUSCLE-MAN POSTCARD on the fridge. BARRY (on fridge) What would I say? (landing on a bottle) I could really get in trouble. He stands looking at Vanessa. BARRY (CONT'D) It’s a bee law. You’re not supposed to talk to a human. I can’t believe I’m doing this. I’ve got to. Oh, I can’t do it! Come on! No, yes, no, do it! I can’t. How should I start it? You like jazz? No, that’s no good. Here she comes. Speak, you fool. As Vanessa walks by, Barry takes a DEEP BREATH. BARRY (CONT’D) (cheerful) Umm...hi. Vanessa DROPS A STACK OF DISHES, and HOPS BACK. BARRY (CONT’D) I’m sorry. VANESSA You’re talking. BARRY Yes, I know, I know. VANESSA You’re talking. BARRY I know, I’m sorry. I’m so sorry. VANESSA It’s okay. It’s fine. It’s just, I know I’m dreaming, but I don’t recall going to bed. "Bee Movie" - JS REVISIONS 8/13/07 35. BARRY Well, you know I’m sure this is very disconcerting. VANESSA Well yeah. I mean this is a bit of a surprise to me. I mean...you’re a bee. BARRY Yeah, I am a bee, and you know I’m not supposed to be doing this, but they were all trying to kill me and if it wasn’t for you...I mean, I had to thank you. It’s just the way I was raised. Vanessa intentionally JABS her hand with a FORK. VANESSA Ow! BARRY That was a little weird. VANESSA (to herself) I’m talking to a bee. BARRY Yeah. VANESSA I’m talking to a bee. BARRY Anyway... VANESSA And a bee is talking to me... BARRY I just want you to know that I’m grateful, and I’m going to leave now. VANESSA Wait, wait, wait, wait, how did you learn to do that? BARRY What? "Bee Movie" - JS REVISIONS 8/13/07 36. VANESSA The talking thing. BARRY Same way you did, I guess. Mama, Dada, honey, you pick it up. VANESSA That’s very funny. BARRY Yeah. Bees are funny. If we didn’t laugh, we’d cry. With what we have to deal with. Vanessa LAUGHS. BARRY (CONT’D) Anyway. VANESSA Can I, uh, get you something? BARRY Like what? VANESSA I don’t know. I mean, I don’t know. Coffee? BARRY Well, uh, I don’t want to put you out. VANESSA It’s no trouble. BARRY Unless you’re making anyway. VANESSA Oh, it takes two minutes. BARRY Really? VANESSA It’s just coffee. BARRY I hate to impose. "Bee Movie" - JS REVISIONS 8/13/07 37. VANESSA Don’t be ridiculous. BARRY Actually, I would love a cup. VANESSA Hey, you want a little rum cake? BARRY I really shouldn’t. VANESSA Have a little rum cake. BARRY No, no, no, I can’t. VANESSA Oh, come on. BARRY You know, I’m trying to lose a couple micrograms here. VANESSA Where? BARRY Well... These stripes don’t help. VANESSA You look great. BARRY I don’t know if you know anything about fashion. Vanessa starts POURING the coffee through an imaginary cup and directly onto the floor. BARRY (CONT'D) Are you alright? VANESSA No. DISSOLVE TO: SEQ. 1300 - “ROOFTOP COFFEE” "Bee Movie" - JS REVISIONS 8/13/07 38. EXT. VANESSA’S ROOF - LATER Barry and Vanessa are drinking coffee on her roof terrace. He is perched on her keychain. BARRY ...He can’t get a taxi. He’s making the tie in the cab, as they’re flying up Madison. So he finally gets there. VANESSA Uh huh? BARRY He runs up the steps into the church, the wedding is on... VANESSA Yeah? BARRY ...and he says, watermelon? I thought you said Guatemalan. VANESSA Uh huh? BARRY Why would I marry a watermelon? Barry laughs. Vanessa doesn’t. VANESSA Oh! Is that, uh, a bee joke? BARRY Yeah, that’s the kind of stuff that we do. VANESSA Yeah, different. A BEAT. VANESSA (CONT’D) So anyway...what are you going to do, Barry? "Bee Movie" - JS REVISIONS 8/13/07 39. BARRY About work? I don’t know. I want to do my part for the hive, but I can’t do it the way they want. VANESSA I know how you feel. BARRY You do? VANESSA Sure, my parents wanted me to be a lawyer or doctor, but I wanted to be a florist. BARRY Really? VANESSA My only interest is flowers. BARRY Our new queen was just elected with that same campaign slogan. VANESSA Oh. BARRY Anyway, see there’s my hive, right there. You can see it. VANESSA Oh, you’re in Sheep Meadow. BARRY (excited) Yes! You know the turtle pond? VANESSA Yes? BARRY I’m right off of that. VANESSA Oh, no way. I know that area. Do you know I lost a toe-ring there once? BARRY Really? "Bee Movie" - JS REVISIONS 8/13/07 40. VANESSA Yes. BARRY Why do girls put rings on their toes? VANESSA Why not? BARRY I don’t know. It’s like putting a hat on your knee. VANESSA Really? Okay. A JANITOR in the background changes a LIGHTBULB. To him, it appears that Vanessa is talking to an imaginary friend. JANITOR You all right, ma’am? VANESSA Oh, yeah, fine. Just having two cups of coffee. BARRY Anyway, this has been great. (wiping his mouth) Thanks for the coffee. Barry gazes at Vanessa. VANESSA Oh yeah, it’s no trouble. BARRY Sorry I couldn’t finish it. Vanessa giggles. BARRY (CONT'D) (re: coffee) If I did, I’d be up the rest of my life. Ummm. Can I take a piece of this with me? VANESSA Sure. Here, have a crumb. She takes a CRUMB from the plate and hands it to Barry. "Bee Movie" - JS REVISIONS 8/13/07 41. BARRY (a little dreamy) Oh, thanks. VANESSA Yeah. There is an awkward pause. BARRY Alright, well then, I guess I’ll see you around, or not, or... VANESSA Okay Barry. BARRY And thank you so much again, for before. VANESSA Oh that? BARRY Yeah. VANESSA Oh, that was nothing. BARRY Well, not nothing, but, anyway... Vanessa extends her hand, and shakes Barry’s gingerly. The Janitor watches. The lightbulb shorts out. The Janitor FALLS. CUT TO: SEQ. 1400 - “HONEX” INT. HONEX BUILDING - NEXT DAY ANGLE ON: A TEST BEE WEARING A PARACHUTE is in a wind tunnel, hovering through increasingly heavy wind. SIGNS UNDER A FLASHING LIGHT READ: “Test In Progress” & “Hurricane Survival Test”. 2 BEES IN A LAB COATS are observing behind glass. "Bee Movie" - JS REVISIONS 8/13/07 42. LAB COAT BEE 1 This can’t possibly work. LAB COAT BEE 2 Well, he’s all set to go, we may as well try it. (into the mic) Okay Dave, pull the chute. The test bee opens his parachute. He’s instantly blown against the rear wall. Adam and Barry ENTER. ADAM Sounds amazing. BARRY Oh, it was amazing. It was the scariest, happiest moment of my life. ADAM Humans! Humans! I can’t believe you were with humans! Giant scary humans! What were they like? BARRY Huge and crazy. They talk crazy, they eat crazy giant things. They drive around real crazy. ADAM And do they try and kill you like on TV? BARRY Some of them. But some of them don’t. ADAM How’d you get back? BARRY Poodle. ADAM Look, you did it. And I’m glad. You saw whatever you wanted to see out there, you had your “experience”, and now you’re back, you can pick out your job, and everything can be normal. "Bee Movie" - JS REVISIONS 8/13/07 43. ANGLE ON: LAB BEES examining a CANDY CORN through a microscope. BARRY Well... ADAM Well? BARRY Well, I met someone. ADAM You met someone? Was she Bee-ish? BARRY Mmm. ADAM Not a WASP? Your parents will kill you. BARRY No, no, no, not a wasp. ADAM Spider? BARRY You know, I’m not attracted to the spiders. I know to everyone else it’s like the hottest thing with the eight legs and all. I can’t get by that face. Barry makes a spider face. ADAM So, who is she? BARRY She’s a human. ADAM Oh no, no, no, no. That didn’t happen. You didn’t do that. That is a bee law. You wouldn’t break a bee law. BARRY Her name’s Vanessa. "Bee Movie" - JS REVISIONS 8/13/07 44. ADAM Oh, oh boy! BARRY She’s so-o nice. And she’s a florist! ADAM Oh, no. No, no, no! You’re dating a human florist? BARRY We’re not dating. ADAM You’re flying outside the hive. You’re talking to human beings that attack our homes with power washers and M-80’s. That’s 1/8 of a stick of dynamite. BARRY She saved my life. And she understands me. ADAM This is over. Barry pulls out the crumb. BARRY Eat this. Barry stuffs the crumb into Adam’s face. ADAM This is not over. What was that? BARRY They call it a crumb. ADAM That was SO STINGING STRIPEY! BARRY And that’s not even what they eat. That just falls off what they eat. Do you know what a Cinnabon is? ADAM No. "Bee Movie" - JS REVISIONS 8/13/07 45. BARRY It’s bread... ADAM Come in here! BARRY and cinnamon, ADAM Be quiet! BARRY and frosting...they heat it up-- ADAM Sit down! INT. ADAM’S OFFICE - CONTINUOUS BARRY Really hot! ADAM Listen to me! We are not them. We’re us. There’s us and there’s them. BARRY Yes, but who can deny the heart that is yearning... Barry rolls his chair down the corridor. ADAM There’s no yearning. Stop yearning. Listen to me. You have got to start thinking bee, my friend. ANOTHER BEE JOINS IN. ANOTHER BEE Thinking bee. WIDER SHOT AS A 3RD BEE ENTERS, popping up over the cubicle wall. 3RD BEE Thinking bee. EVEN WIDER SHOT AS ALL THE BEES JOIN IN. "Bee Movie" - JS REVISIONS 8/13/07 46. OTHER BEES Thinking bee. Thinking bee. Thinking bee. CUT TO: SEQ. 1500 - “POOLSIDE NAGGING” EXT. BACKYARD PARENT’S HOUSE - DAY Barry sits on a RAFT in a hexagon honey pool, legs dangling into the water. Janet Benson and Martin Benson stand over him wearing big, sixties sunglasses and cabana-type outfits. The sun shines brightly behind their heads. JANET BENSON (O.C) There he is. He’s in the pool. MARTIN BENSON You know what your problem is, Barry? BARRY I’ve got to start thinking bee? MARTIN BENSON Barry, how much longer is this going to go on? It’s been three days. I don’t understand why you’re not working. BARRY Well, I’ve got a lot of big life decisions I’m thinking about. MARTIN BENSON What life? You have no life! You have no job! You’re barely a bee! Barry throws his hands in the air. BARRY Augh. JANET BENSON Would it kill you to just make a little honey? Barry ROLLS off the raft and SINKS to the bottom of the pool. We hear his parents’ MUFFLED VOICES from above the surface. "Bee Movie" - JS REVISIONS 8/13/07 47. JANET BENSON (CONT'D) (muffled) Barry, come out from under there. Your father’s talking to you. Martin, would you talk to him? MARTIN BENSON Barry, I’m talking to you. DISSOLVE TO: EXT. PICNIC AREA - DAY MUSIC: “Sugar Sugar” by the Archies. Barry and Vanessa are having a picnic. A MOSQUITO lands on Vanessa’s leg. She SWATS it violently. Barry’s head whips around, aghast. They stare at each other awkwardly in a frozen moment, then BURST INTO HYSTERICAL LAUGHTER. Vanessa GETS UP. VANESSA You coming? BARRY Got everything? VANESSA All set. Vanessa gets into a one-man Ultra Light plane with a black and yellow paint scheme. She puts on her helmet. BARRY You go ahead, I’ll catch up. VANESSA (come hither wink) Don’t be too long. The Ultra Light takes off. Barry catches up. They fly sideby-side. VANESSA (CONT’D) Watch this! Vanessa does a loop, and FLIES right into the side of a mountain, BURSTING into a huge ball of flames. "Bee Movie" - JS REVISIONS 8/13/07 48. BARRY (yelling, anguished) Vanessa! EXT. BARRY’S PARENT’S HOUSE - CONTINUOUS ANGLE ON: Barry’s face bursting through the surface of the pool, GASPING for air, eyes opening in horror. MARTIN BENSON We’re still here, Barry. JANET BENSON I told you not to yell at him. He doesn’t respond when you yell at him. MARTIN BENSON Then why are you yelling at me? JANET BENSON Because you don’t listen. MARTIN BENSON I’m not listening to this. Barry is toweling off, putting on his sweater. BARRY Sorry Mom, I’ve got to go. JANET BENSON Where are you going? BARRY Nowhere. I’m meeting a friend. Barry JUMPS off the balcony and EXITS. JANET BENSON (calling after him) A girl? Is this why you can’t decide? BARRY Bye! JANET BENSON I just hope she’s Bee-ish. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 49. SEQ. 1700 - “STREETWALK/SUPERMARKET” EXT. VANESSA’S FLORIST SHOP - DAY Vanessa FLIPS the sign to say “Sorry We Missed You”, and locks the door. ANGLE ON: A POSTER on Vanessa’s door for the Tournament of Roses Parade in Pasadena. BARRY So they have a huge parade of just flowers every year in Pasadena? VANESSA Oh, to be in the Tournament of Roses, that’s every florist’s dream. Up on a float, surrounded by flowers, crowds cheering. BARRY Wow, a tournament. Do the roses actually compete in athletic events? VANESSA No. Alright, I’ve got one. How come you don’t fly everywhere? BARRY It’s exhausting. Why don’t you run everywhere? VANESSA Hmmm. BARRY Isn’t that faster? VANESSA Yeah, okay. I see, I see. Alright, your turn. Barry and Vanessa walk/fly down a New York side street, no other pedestrians near them. BARRY Ah! Tivo. You can just freeze live TV? That’s insane. "Bee Movie" - JS REVISIONS 8/13/07 50. VANESSA What, you don’t have anything like that? BARRY We have Hivo, but it’s a disease. It’s a horrible, horrible disease. VANESSA Oh my. They turn the corner onto a busier avenue and people start to swat at Barry. MAN Dumb bees! VANESSA You must just want to sting all those jerks. BARRY We really try not to sting. It’s usually fatal for us. VANESSA So you really have to watch your temper? They ENTER a SUPERMARKET. CUT TO: INT. SUPERMARKET BARRY Oh yeah, very carefully. You kick a wall, take a walk, write an angry letter and throw it out. You work through it like any emotion-- anger, jealousy, (under his breath) lust. Barry hops on top of some cardboard boxes in the middle of an aisle. A stock boy, HECTOR, whacks him with a rolled up magazine. VANESSA (to Barry) Oh my goodness. Are you okay? "Bee Movie" - JS REVISIONS 8/13/07 51. BARRY Yeah. Whew! Vanessa WHACKS Hector over the head with the magazine. VANESSA (to Hector) What is wrong with you?! HECTOR It’s a bug. VANESSA Well he’s not bothering anybody. Get out of here, you creep. Vanessa pushes him, and Hector EXITS, muttering. BARRY (shaking it off) What was that, a Pick and Save circular? VANESSA Yeah, it was. How did you know? BARRY It felt like about ten pages. Seventy-five’s pretty much our limit. VANESSA Boy, you’ve really got that down to a science. BARRY Oh, we have to. I lost a cousin to Italian Vogue. VANESSA I’ll bet. Barry stops, sees the wall of honey jars. BARRY What, in the name of Mighty Hercules, is this? How did this get here? Cute Bee? Golden Blossom? Ray Liotta Private Select? VANESSA Is he that actor? "Bee Movie" - JS REVISIONS 8/13/07 52. BARRY I never heard of him. Why is this here? VANESSA For people. We eat it. BARRY Why? (gesturing around the market) You don’t have enough food of your own? VANESSA Well yes, we-- BARRY How do you even get it? VANESSA Well, bees make it... BARRY I know who makes it! And it’s hard to make it! There’s Heating and Cooling, and Stirring...you need a whole Krelman thing. VANESSA It’s organic. BARRY It’s our-ganic! VANESSA It’s just honey, Barry. BARRY Just...what?! Bees don’t know about this. This is stealing. A lot of stealing! You’ve taken our homes, our schools, our hospitals. This is all we have. And it’s on sale? I’m going to get to the bottom of this. I’m going to get to the bottom of all of this! He RIPS the label off the Ray Liotta Private Select. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 53. SEQ. 1800 - “WINDSHIELD” EXT. BACK OF SUPERMARKET LOADING DOCK - LATER THAT DAY Barry disguises himself by blacking out his yellow lines with a MAGIC MARKER and putting on some war paint. He sees Hector, the stock boy, with a knife CUTTING open cardboard boxes filled with honey jars. MAN You almost done? HECTOR Almost. Barry steps in some honey, making a SNAPPING noise. Hector stops and turns. HECTOR (CONT’D) He is here. I sense it. Hector grabs his BOX CUTTER. Barry REACTS, hides himself behind the box again. HECTOR (CONT’D) (talking too loud, to no one in particular) Well, I guess I’ll go home now, and just leave this nice honey out, with no one around. A BEAT. Hector pretends to exit. He takes a couple of steps in place. ANGLE ON: The honey jar. Barry steps out into a moody spotlight. BARRY You’re busted, box boy! HECTOR Ah ha! I knew I heard something. So, you can talk. Barry flies up, stinger out, pushing Hector up against the wall. As Hector backs up, he drops his knife. BARRY Oh, I can talk. And now you’re going to start talking. "Bee Movie" - JS REVISIONS 8/13/07 54. Where are you getting all the sweet stuff? Who’s your supplier?! HECTOR I don’t know what you’re talking about. I thought we were all friends. The last thing we want to do is upset any of you...bees! Hector grabs a PUSHPIN. Barry fences with his stinger. HECTOR (CONT’D) You’re too late. It’s ours now! BARRY You, sir, have crossed the wrong sword. HECTOR You, sir, are about to be lunch for my iguana, Ignacio! Barry and Hector get into a cross-swords, nose-to-nose confrontation. BARRY Where is the honey coming from? Barry knocks the pushpin out of his hand. Barry puts his stinger up to Hector’s nose. BARRY (CONT'D) Tell me where?! HECTOR (pointing to a truck) Honey Farms. It comes from Honey Farms. ANGLE ON: A Honey Farms truck leaving the parking lot. Barry turns, takes off after the truck through an alley. He follows the truck out onto a busy street, dodging a bus, and several cabs. CABBIE Crazy person! He flies through a metal pipe on the top of a truck. BARRY OOOHHH! "Bee Movie" - JS REVISIONS 8/13/07 55. BARRY (CONT'D) Barry grabs onto a bicycle messenger’s backpack. The honey farms truck starts to pull away. Barry uses the bungee cord to slingshot himself towards the truck. He lands on the windshield, where the wind plasters him to the glass. He looks up to find himself surrounded by what appear to be DEAD BUGS. He climbs across, working his way around the bodies. BARRY (CONT’D) Oh my. What horrible thing has happened here? Look at these faces. They never knew what hit them. And now they’re on the road to nowhere. A MOSQUITO opens his eyes. MOOSEBLOOD Pssst! Just keep still. BARRY What? You’re not dead? MOOSEBLOOD Do I look dead? Hey man, they will wipe anything that moves. Now, where are you headed? BARRY To Honey Farms. I am onto something huge here. MOOSEBLOOD I’m going to Alaska. Moose blood. Crazy stuff. Blows your head off. LADYBUG I’m going to Tacoma. BARRY (to fly) What about you? MOOSEBLOOD He really is dead. BARRY Alright. The WIPER comes towards them. "Bee Movie" - JS REVISIONS 8/13/07 56. MOOSEBLOOD Uh oh. BARRY What is that? MOOSEBLOOD Oh no! It’s a wiper, triple blade! BARRY Triple blade? MOOSEBLOOD Jump on. It’s your only chance, bee. They hang on as the wiper goes back and forth. MOOSEBLOOD (CONT'D) (yelling to the truck driver through the glass) Why does everything have to be so dog-gone clean?! How much do you people need to see? Open your eyes! Stick your head out the window! CUT TO: INT. TRUCK CAB SFX: Radio. RADIO VOICE For NPR News in Washington, I’m Carl Kasell. EXT. TRUCK WINDSHIELD MOOSEBLOOD But don’t kill no more bugs! The Mosquito is FLUNG off of the wiper. MOOSEBLOOD (CONT'D) Beeeeeeeeeeeeee! BARRY Moose blood guy! "Bee Movie" - JS REVISIONS 8/13/07 57. Barry slides toward the end of the wiper, is thrown off, but he grabs the AERIAL and hangs on for dear life. Barry looks across and sees a CRICKET on another vehicle in the exact same predicament. They look at each other and SCREAM in unison. BARRY AND CRICKET Aaaaaaaaaah! ANOTHER BUG grabs onto the aerial, and screams as well. INT. TRUCK CAB - SAME TIME DRIVER You hear something? TRUCKER PASSENGER Like what? DRIVER Like tiny screaming. TRUCKER PASSENGER Turn off the radio. The driver reaches down and PRESSES a button, lowering the aerial. EXT. TRUCK WINDSHIELD - SAME TIME Barry and the other bug do a “choose up” to the bottom, Barry wins. BARRY Aha! Then he finally has to let go and gets thrown into the truck horn atop cab. Mooseblood is inside. MOOSEBLOOD Hey, what’s up bee boy? BARRY Hey, Blood! DISSOLVE TO: "Bee Movie" - JS REVISIONS 8/13/07 58. INT. TRUCK HORN - LATER BARRY ...and it was just an endless row of honey jars as far as the eye could see. MOOSEBLOOD Wow. BARRY So I’m just assuming wherever this honey truck goes, that’s where they’re getting it. I mean, that honey’s ours! MOOSEBLOOD Bees hang tight. BARRY Well, we’re all jammed in there. It’s a close community. MOOSEBLOOD Not us, man. We’re on our own. Every mosquito is on his own. BARRY But what if you get in trouble? MOOSEBLOOD Trouble? You're a mosquito. You're in trouble! Nobody likes us. They’re just all smacking. People see a mosquito, smack, smack! BARRY At least you’re out in the world. You must meet a lot of girls. MOOSEBLOOD Mosquito girls try to trade up; get with a moth, dragonfly...mosquito girl don’t want no mosquito. A BLOOD MOBILE pulls up alongside. MOOSEBLOOD (CONT'D) Whoa, you have got to be kidding me. Mooseblood’s about to leave the building. So long bee. "Bee Movie" - JS REVISIONS 8/13/07 59. Mooseblood EXITS the horn, and jumps onto the blood mobile. MOOSEBLOOD (CONT'D) Hey guys. I knew I’d catch you all down here. Did you bring your crazy straws? CUT TO: SEQ. 1900 - “THE APIARY” EXT. APIARY - LATER Barry sees a SIGN, “Honey Farms” The truck comes to a stop. SFX: The Honey farms truck blares its horn. Barry flies out, lands on the hood. ANGLE ON: Two BEEKEEPERS, FREDDY and ELMO, walking around to the back of the gift shop. Barry follows them, and lands in a nearby tree FREDDY ...then we throw it in some jars, slap a label on it, and it’s pretty much pure profit. BARRY What is this place? ELMO Bees got a brain the size of a pinhead. FREDDY They are pinheads. The both LAUGH. ANGLE ON: Barry REACTING. They arrive at the back of the shop where one of them opens a SMOKER BOX. FREDDY (CONT’D) Hey, check out the new smoker. "Bee Movie" - JS REVISIONS 8/13/07 60. ELMO Oh, Sweet. That’s the one you want. FREDDY The Thomas 3000. BARRY Smoker? FREDDY 90 puffs a minute, semi-automatic. Twice the nicotine, all the tar. They LAUGH again, nefariously. FREDDY (CONT’D) Couple of breaths of this, and it knocks them right out. They make the honey, and we make the money. BARRY “They make the honey, and we make the money?” Barry climbs onto the netting of Freddy’s hat. He climbs up to the brim and looks over the edge. He sees the apiary boxes as Freddy SMOKES them. BARRY (CONT'D) Oh my. As Freddy turns around, Barry jumps into an open apiary box, and into an apartment. HOWARD and FRAN are just coming to from the smoking. BARRY (CONT’D) What’s going on? Are you okay? HOWARD Yeah, it doesn’t last too long. HE COUGHS a few times. BARRY How did you two get here? Do you know you’re in a fake hive with fake walls? HOWARD (pointing to a picture on the wall) "Bee Movie" - JS REVISIONS 8/13/07 61. Our queen was moved here, we had no choice. BARRY (looking at a picture on the wall) This is your queen? That’s a man in women’s clothes. That’s a dragqueen! The other wall opens. Barry sees the hundreds of apiary boxes. BARRY (CONT'D) What is this? Barry pulls out his camera, and starts snapping. BARRY (CONT’D) Oh no. There’s hundreds of them. (V.O, as Barry takes pictures) Bee honey, our honey, is being brazenly stolen on a massive scale. CUT TO: SEQ. 2100 - “BARRY TELLS FAMILY” INT. BARRY’S PARENT’S HOUSE - LIVING ROOM - LATER Barry has assembled his parents, Adam, and Uncle Carl. BARRY This is worse than anything the bears have done to us. And I intend to do something about it. JANET BENSON Oh Barry, stop. MARTIN BENSON Who told you that humans are taking our honey? That’s just a rumor. BARRY Do these look like rumors? Barry throws the PICTURES on the table. Uncle Carl, cleaning his glasses with his shirt tail, digs through a bowl of nuts with his finger. "Bee Movie" - JS REVISIONS 8/13/07 62. HOWARD (CONT'D) UNCLE CARL That’s a conspiracy theory. These are obviously doctored photos. JANET BENSON Barry, how did you get mixed up in all this? ADAM (jumping up) Because he’s been talking to humans! JANET BENSON Whaaat? MARTIN BENSON Talking to humans?! Oh Barry. ADAM He has a human girlfriend and they make out! JANET BENSON Make out? Barry? BARRY We do not. ADAM You wish you could. BARRY Who’s side are you on? ADAM The bees! Uncle Carl stands up and pulls his pants up to his chest. UNCLE CARL I dated a cricket once in San Antonio. Man, those crazy legs kept me up all night. Hotcheewah! JANET BENSON Barry, this is what you want to do with your life? BARRY This is what I want to do for all our lives. Nobody works harder than bees. "Bee Movie" - JS REVISIONS 8/13/07 63. Dad, I remember you coming home some nights so overworked, your hands were still stirring. You couldn’t stop them. MARTIN BENSON Ehhh... JANET BENSON (to Martin) I remember that. BARRY What right do they have to our hardearned honey? We’re living on two cups a year. They’re putting it in lip balm for no reason what-soever. MARTIN BENSON Even if it’s true, Barry, what could one bee do? BARRY I’m going to sting them where it really hurts. MARTIN BENSON In the face? BARRY No. MARTIN BENSON In the eye? That would really hurt. BARRY No. MARTIN BENSON Up the nose? That’s a killer. BARRY No. There’s only one place you can sting the humans. One place where it really matters. CUT TO: SEQ. 2300 - “HIVE AT 5 NEWS/BEE LARRY KING” "Bee Movie" - JS REVISIONS 8/13/07 64. BARRY (CONT'D) INT. NEWS STUDIO - DAY DRAMATIC NEWS MUSIC plays as the opening news sequence rolls. We see the “Hive at Five” logo, followed by shots of past news events: A BEE freeway chase, a BEE BEARD protest rally, and a BEAR pawing at the hive as the BEES flee in panic. BOB BUMBLE (V.O.) Hive at Five, the hive’s only full hour action news source... SHOTS of NEWSCASTERS flash up on screen. BOB BUMBLE (V.O.) (CONT'D) With Bob Bumble at the anchor desk... BOB has a big shock of anchorman hair, gray temples and overly white teeth. BOB BUMBLE (V.O.) (CONT'D) ...weather with Storm Stinger, sports with Buzz Larvi, and Jeanette Chung. JEANETTE is an Asian bee. BOB BUMBLE (CONT'D) Good evening, I’m Bob Bumble. JEANETTE CHUNG And I’m Jeanette Chung. BOB BUMBLE Our top story, a tri-county bee, Barry Benson... INSERT: Barry’s graduation picture. BOB BUMBLE (CONT'D) ...is saying he intends to sue the human race for stealing our honey, packaging it, and profiting from it illegally. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 65. INT. BEENN STUDIO - BEE LARRY KING LIVE BEE LARRY KING, wearing suspenders and glasses, is interviewing Barry. A LOWER-THIRD CHYRON reads: “Bee Larry King Live.” BEE LARRY KING Don’t forget, tomorrow night on Bee Larry King, we are going to have three former Queens all right here in our studio discussing their new book, “Classy Ladies,” out this week on Hexagon. (to Barry) Tonight, we’re talking to Barry Benson. Did you ever think, I’m just a kid from the hive, I can’t do this? BARRY Larry, bees have never been afraid to change the world. I mean, what about Bee-Columbus? Bee-Ghandi? Be-geesus? BEE LARRY KING Well, where I’m from you wouldn’t think of suing humans. We were thinking more like stick ball, candy stores. BARRY How old are you? BEE LARRY KING I want you to know that the entire bee community is supporting you in this case, which is certain to be the trial of the bee century. BARRY Thank you, Larry. You know, they have a Larry King in the human world, too. BEE LARRY KING It’s a common name. Next week on Bee Larry King... "Bee Movie" - JS REVISIONS 8/13/07 66. BARRY No, I mean he looks like you. And he has a show with suspenders and different colored dots behind him. BEE LARRY KING Next week on Bee Larry King... BARRY Old guy glasses, and there’s quotes along the bottom from the guest you’re watching even though you just heard them... BEE LARRY KING Bear week next week! They’re scary, they’re hairy, and they’re here live. Bee Larry King EXITS. BARRY Always leans forward, pointy shoulders, squinty eyes... (lights go out) Very Jewish. CUT TO: SEQ. 2400 - “FLOWER SHOP” INT. VANESSA’S FLOWER SHOP - NIGHT Stacks of law books are piled up, legal forms, etc. Vanessa is talking with Ken in the other room. KEN Look, in tennis, you attack at the point of weakness. VANESSA But it was my grandmother, Ken. She’s 81. KEN Honey, her backhand’s a joke. I’m not going to take advantage of that? "Bee Movie" - JS REVISIONS 8/13/07 67. BARRY (O.C) Quiet please. Actual work going on here. KEN Is that that same bee? BARRY (O.C) Yes it is. VANESSA I’m helping him sue the human race. KEN What? Barry ENTERS. BARRY Oh, hello. KEN Hello Bee. Barry flies over to Vanessa. VANESSA This is Ken. BARRY Yeah, I remember you. Timberland, size 10 1/2, Vibram sole I believe. KEN Why does he talk again, Hun? VANESSA (to Ken, sensing the tension) Listen, you’d better go because we’re really busy working. KEN But it’s our yogurt night. VANESSA (pushing him out the door) Oh...bye bye. She CLOSES the door. KEN Why is yogurt night so difficult?! "Bee Movie" - JS REVISIONS 8/13/07 68. Vanessa ENTERS the back room carrying coffee. VANESSA Oh you poor thing, you two have been at this for hours. BARRY Yes, and Adam here has been a huge help. ANGLE ON: A EMPTY CINNABON BOX with Adam asleep inside, covered in frosting. VANESSA How many sugars? BARRY Just one. I try not to use the competition. So, why are you helping me, anyway? VANESSA Bees have good qualities. BARRY (rowing on the sugar cube like a gondola) Si, Certo. VANESSA And it feels good to take my mind off the shop. I don’t know why, instead of flowers, people are giving balloon bouquets now. BARRY Yeah, those are great...if you’re 3. VANESSA And artificial flowers. BARRY (re: plastic flowers) Oh, they just get me psychotic! VANESSA Yeah, me too. BARRY The bent stingers, the pointless pollination. "Bee Movie" - JS REVISIONS 8/13/07 69. VANESSA Bees must hate those fake plastic things. BARRY There’s nothing worse than a daffodil that’s had work done. VANESSA (holding up the lawsuit documents) Well, maybe this can make up for it a little bit. CUT TO: EXT. VANESSA’S FLORIST SHOP They EXIT the store, and cross to the mailbox. VANESSA You know Barry, this lawsuit is a pretty big deal. BARRY I guess. VANESSA Are you sure that you want to go through with it? BARRY Am I sure? (kicking the envelope into the mailbox) When I’m done with the humans, they won’t be able to say, “Honey, I’m home,” without paying a royalty. CUT TO: SEQ. 2700 - “MEET MONTGOMERY” EXT. MANHATTAN COURTHOUSE - DAY P.O.V SHOT - A camera feed turns on, revealing a newsperson. "Bee Movie" - JS REVISIONS 8/13/07 70. PRESS PERSON #2 (talking to camera) Sarah, it’s an incredible scene here in downtown Manhattan where all eyes and ears of the world are anxiously waiting, because for the first time in history, we’re going to hear for ourselves if a honey bee can actually speak. ANGLE ON: Barry, Vanessa, and Adam getting out of the cab. The press spots Barry and Vanessa and pushes in. Adam sits on Vanessa’s shoulder. INT. COURTHOUSE - CONTINUOUS Barry, Vanessa, and Adam sit at the Plaintiff’s Table. VANESSA (turns to Barry) What have we gotten into here, Barry? BARRY I don’t know, but it’s pretty big, isn’t it? ADAM I can’t believe how many humans don’t have to be at work during the day. BARRY Hey, you think these billion dollar multinational food companies have good lawyers? CUT TO: EXT. COURTHOUSE STEPS - CONTINUOUS A BIG BLACK CAR pulls up. ANGLE ON: the grill filling the frame. We see the “L.T.M” monogram on the hood ornament. The defense lawyer, LAYTON T. MONTGOMERY comes out, squashing a bug on the pavement. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 71. INT. COURTHOUSE - CONTINUOUS Barry SHUDDERS. VANESSA What’s the matter? BARRY I don’t know. I just got a chill. Montgomery ENTERS. He walks by Barry’s table shaking a honey packet. MONTGOMERY Well, if it isn’t the B-Team. (re: the honey packet) Any of you boys work on this? He CHUCKLES. The JUDGE ENTERS. SEQ. 3000 - “WITNESSES” BAILIFF All rise! The Honorable Judge Bumbleton presiding. JUDGE (shuffling papers) Alright...Case number 4475, Superior Court of New York. Barry Bee Benson vs. the honey industry, is now in session. Mr. Montgomery, you are representing the five major food companies, collectively. ANGLE ON: Montgomery’s BRIEFCASE. It has an embossed emblem of an EAGLE, holding a gavel in one talon and a briefcase in the other. MONTGOMERY A privilege. JUDGE Mr. Benson. Barry STANDS. JUDGE (CONT’D) You are representing all bees of the world? "Bee Movie" - JS REVISIONS 8/13/07 72. Montgomery, the stenographer, and the jury lean in. CUT TO: EXT. COURTHOUSE - CONTINUOUS The spectators outside freeze. The helicopters angle forward to listen closely. CUT TO: INT. COURTHOUSE BARRY Bzzz bzzz bzzz...Ahh, I’m kidding, I’m kidding. Yes, your honor. We are ready to proceed. ANGLE ON: Courtroom hub-bub. JUDGE And Mr. Montgomery, your opening statement, please. Montgomery rises. MONTGOMERY (grumbles, clears his throat) Ladies and gentlemen of the jury. My grandmother was a simple woman. Born on a farm, she believed it was man's divine right to benefit from the bounty of nature God put before us. If we were to live in the topsy-turvy world Mr. Benson imagines, just think of what it would mean. Maybe I would have to negotiate with the silk worm for the elastic in my britches. Talking bee. How do we know this isn’t some sort of holographic motion picture capture Hollywood wizardry? They could be using laser beams, robotics, ventriloquism, cloning...for all we know he could be on steroids! Montgomery leers at Barry, who moves to the stand. "Bee Movie" - JS REVISIONS 8/13/07 73. JUDGE Mr. Benson? Barry makes his opening statement. BARRY Ladies and Gentlemen of the jury, there’s no trickery here. I’m just an ordinary bee. And as a bee, honey’s pretty important to me. It’s important to all bees. We invented it, we make it, and we protect it with our lives. Unfortunately, there are some people in this room who think they can take whatever they want from us cause we’re the little guys. And what I’m hoping is that after this is all over, you’ll see how by taking our honey, you’re not only taking away everything we have, but everything we are. ANGLE ON: Vanessa smiling. ANGLE ON: The BEE GALLERY wiping tears away. CUT TO: INT. BENSON HOUSE Barry’s family is watching the case on TV. JANET BENSON Oh, I wish he would dress like that all the time. So nice... CUT TO: INT. COURTROOM - LATER JUDGE Call your first witness. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 74. INT. COURTHOUSE - LATER BARRY So, Mr. Klauss Vanderhayden of Honey Farms. Pretty big company you have there? MR. VANDERHAYDEN I suppose so. BARRY And I see you also own HoneyBurton, and Hon-Ron. MR. VANDERHAYDEN Yes. They provide beekeepers for our farms. BARRY Beekeeper. I find that to be a very disturbing term, I have to say. I don’t imagine you employ any bee free-ers, do you? MR. VANDERHAYDEN No. BARRY I’m sorry. I couldn’t hear you. MR. VANDERHAYDEN (louder) No. BARRY No. Because you don’t free bees. You keep bees. And not only that, it seems you thought a bear would be an appropriate image for a jar of honey? MR. VANDERHAYDEN Well, they’re very lovable creatures. Yogi-bear, Fozzy-bear, Build-a-bear. BARRY Yeah, you mean like this?! Vanessa and the SUPERINTENDANT from her building ENTER with a GIANT FEROCIOUS GRIZZLY BEAR. He has a neck collar and chains extending from either side. "Bee Movie" - JS REVISIONS 8/13/07 75. By pulling the chains, they bring him directly in front of Vanderhayden. The bear LUNGES and ROARS. BARRY (CONT'D) Bears kill bees! How would you like his big hairy head crashing into your living room? Biting into your couch, spitting out your throwpillows...rowr, rowr! The bear REACTS. BEAR Rowr!! BARRY Okay, that’s enough. Take him away. Vanessa and the Superintendant pull the bear out of the courtroom. Vanderhayden TREMBLES. The judge GLARES at him. CUT TO: INT. COURTROOM- A LITTLE LATER Barry questions STING. BARRY So, Mr. Sting. Thank you for being here. Your name intrigues me, I have to say. Where have I heard it before? STING I was with a band called "The Police". BARRY But you've never been a police officer of any kind, have you? STING No, I haven't. "Bee Movie" - JS REVISIONS 8/13/07 76. BARRY No, you haven’t. And so, here we have yet another example of bee culture being casually stolen by a human for nothing more than a prance-about stage name. STING Oh please. BARRY Have you ever been stung, Mr. Sting? Because I'm feeling a little stung, Sting. Or should I say, (looking in folder) Mr. Gordon M. Sumner? The jury GASPS. MONTGOMERY (to his aides) That’s not his real name? You idiots! CUT TO: INT. COURTHOUSE- LATER BARRY Mr. Liotta, first may I offer my belated congratulations on your Emmy win for a guest spot on E.R. in 2005. LIOTTA Thank you. Thank you. Liotta LAUGHS MANIACALLY. BARRY I also see from your resume that you’re devilishly handsome, but with a churning inner turmoil that’s always ready to blow. LIOTTA I enjoy what I do. Is that a crime? "Bee Movie" - JS REVISIONS 8/13/07 77. BARRY Not yet it isn’t. But is this what it’s come to for you, Mr. Liotta? Exploiting tiny helpless bees so you don’t have to rehearse your part, and learn your lines, Sir? LIOTTA Watch it Benson, I could blow right now. BARRY This isn’t a goodfella. This is a badfella! LIOTTA (exploding, trying to smash Barry with the Emmy) Why doesn’t someone just step on this little creep and we can all go home? You’re all thinking it. Say it! JUDGE Order! Order in this courtroom! A MONTAGE OF NEWSPAPER HEADLINES FOLLOWS: NEW YORK POST: “Bees to Humans: Buzz Off”. NEW YORK TELEGRAM: “Sue Bee”. DAILY VARIETY: “Studio Dumps Liotta Project. Slams Door on Unlawful Entry 2.” CUT TO: SEQ. 3175 - “CANDLELIGHT DINNER” INT. VANESSA’S APARTMENT Barry and Vanessa are having a candle light dinner. Visible behind Barry is a “LITTLE MISSY” SET BOX, with the flaps open. BARRY Well, I just think that was awfully nice of that bear to pitch in like that. "Bee Movie" - JS REVISIONS 8/13/07 78. VANESSA I’m telling you, I think the jury’s on our side. BARRY Are we doing everything right...you know, legally? VANESSA I’m a florist. BARRY Right, right. Barry raises his glass. BARRY (CONT’D) Well, here’s to a great team. VANESSA To a great team. They toast. Ken ENTERS KEN Well hello. VANESSA Oh...Ken. BARRY Hello. VANESSA I didn’t think you were coming. KEN No, I was just late. I tried to call. But, (holding his cell phone) the battery... VANESSA I didn’t want all this to go to waste, so I called Barry. Luckily he was free. BARRY Yeah. KEN (gritting his teeth) Oh, that was lucky. "Bee Movie" - JS REVISIONS 8/13/07 79. VANESSA Well, there’s still a little left. I could heat it up. KEN Yeah, heat it up. Sure, whatever. Vanessa EXITS. Ken and Barry look at each other as Barry eats. BARRY So, I hear you’re quite a tennis player. I’m not much for the game myself. I find the ball a little grabby. KEN That’s where I usually sit. Right there. VANESSA (O.C) Ken, Barry was looking at your resume, and he agreed with me that “eating with chopsticks” isn’t really a special skill. KEN (to Barry) You think I don’t see what you’re doing? BARRY Hey look, I know how hard it is trying to find the right job. We certainly have that in common. KEN Do we? BARRY Well, bees have 100% employment, of course. But we do jobs like taking the crud out. KEN That’s just what I was thinking about doing. Ken holds his table knife up. It slips out of his hand. He goes under the table to pick it up. "Bee Movie" - JS REVISIONS 8/13/07 80. VANESSA Ken, I let Barry borrow your razor for his fuzz. I hope that was alright. Ken hits his head on the table. BARRY I’m going to go drain the old stinger. KEN Yeah, you do that. Barry EXITS to the bathroom, grabbing a small piece of a VARIETY MAGAZINE on the way. BARRY Oh, look at that. Ken slams the champagne down on the table. Ken closes his eyes and buries his face in his hands. He grabs a magazine on the way into the bathroom. SEQ. 2800 - “BARRY FIGHTS KEN” INT. BATHROOM - CONTINUOUS Ken ENTERS, closes the door behind him. He’s not happy. Barry is washing his hands. He glances back at Ken. KEN You know, I’ve just about had it with your little mind games. BARRY What’s that? KEN Italian Vogue. BARRY Mamma Mia, that’s a lot of pages. KEN It’s a lot of ads. BARRY Remember what Van said. Why is your life any more valuable than mine? "Bee Movie" - JS REVISIONS 8/13/07 81. KEN It’s funny, I just can’t seem to recall that! Ken WHACKS at Barry with the magazine. He misses and KNOCKS EVERYTHING OFF THE VANITY. Ken grabs a can of AIR FRESHENER. KEN (CONT'D) I think something stinks in here. He sprays at Barry. BARRY I love the smell of flowers. KEN Yeah? How do you like the smell of flames? Ken lights the stream. BARRY Not as much. Barry flies in a circle. Ken, trying to stay with him, spins in place. ANGLE ON: Flames outside the bathroom door. Ken slips on the Italian Vogue, falls backward into the shower, pulling down the shower curtain. The can hits him in the head, followed by the shower curtain rod, and the rubber duck. Ken reaches back, grabs the handheld shower head. He whips around, looking for Barry. ANGLE ON: A WATERBUG near the drain. WATERBUG Waterbug. Not taking sides. Barry is on the toilet tank. He comes out from behind a shampoo bottle, wearing a chapstick cap as a helmet. BARRY Ken, look at me! I’m wearing a chapstick hat. This is pathetic. ANGLE ON: Ken turning the hand shower nozzle from “GENTLE”, to “TURBO”, to “LETHAL”. "Bee Movie" - JS REVISIONS 8/13/07 82. KEN I’ve got issues! Ken fires the water at Barry, knocking him into the toilet. The items from the vanity (emory board, lipstick, eye curler, etc.) are on the toilet seat. Ken looks down at Barry. KEN (CONT'D) Well well well, a royal flush. BARRY You’re bluffing. KEN Am I? Ken flushes the toilet. Barry grabs the Emory board and uses it to surf. He puts his hand in the water while he’s surfing. Some water splashes on Ken. BARRY Surf’s up, dude! KEN Awww, poo water! He does some skate board-style half-pipe riding. Barry surfs out of the toilet. BARRY That bowl is gnarly. Ken tries to get a shot at him with the toilet brush. KEN Except for those dirty yellow rings. Vanessa ENTERS. VANESSA Kenneth! What are you doing? KEN You know what? I don’t even like honey! I don’t eat it! VANESSA We need to talk! "Bee Movie" - JS REVISIONS 8/13/07 83. She pulls Ken out by his ear. Ken glares at Barry. CUT TO: INT. HALLWAY - CONTINUOUS VANESSA He’s just a little bee. And he happens to be the nicest bee I’ve met in a long time. KEN Long time? What are you talking about? Are there other bugs in your life? VANESSA No, but there are other things bugging me in life. And you’re one of them! KEN Fine! Talking bees, no yogurt night...my nerves are fried from riding on this emotional rollercoaster. VANESSA Goodbye, Ken. KEN Augh! VANESSA Whew! Ken EXITS, then re-enters frame. KEN And for your information, I prefer sugar-free, artificial sweeteners, made by man! He EXITS again. The DOOR SLAMS behind him. VANESSA (to Barry) I’m sorry about all that. Ken RE-ENTERS. "Bee Movie" - JS REVISIONS 8/13/07 84. KEN I know it’s got an aftertaste! I like it! BARRY (re: Ken) I always felt there was some kind of barrier between Ken and me. (puts his hands in his pockets) I couldn’t overcome it. Oh well. VANESSA Are you going to be okay for the trial tomorrow? BARRY Oh, I believe Mr. Montgomery is about out of ideas. CUT TO: SEQ. 3300 - “ADAM STINGS MONTY” INT. COURTROOM - NEXT DAY ANGLE ON: Medium shot of Montgomery standing at his table. MONTGOMERY We would like to call Mr. Barry Benson Bee to the stand. ADAM (whispering to Vanessa) Now that’s a good idea. (to Barry) You can really see why he’s considered one of the very best lawyers-- Oh. Barry rolls his eyes. He gets up, takes the stand. A juror in a striped shirt APPLAUDS. MR. GAMMIL (whispering) Layton, you’ve got to weave some magic with this jury, or it’s going to be all over. Montgomery is holding a BOOK, “The Secret Life of Bees”. "Bee Movie" - JS REVISIONS 8/13/07 85. MONTGOMERY (confidently whispering) Oh, don’t worry Mr. Gammil. The only thing I have to do to turn this jury around is to remind them of what they don’t like about bees. (to Gammil) You got the tweezers? Mr. Gammil NODS, and pats his breast pocket. MR. GAMMIL Are you allergic? MONTGOMERY Only to losing, son. Only to losing. Montgomery approaches the stand. MONTGOMERY (CONT’D) Mr. Benson Bee. I’ll ask you what I think we’d all like to know. What exactly is your relationship to that woman? Montgomery points to Vanessa. BARRY We’re friends. MONTGOMERY Good friends? BARRY Yes. MONTGOMERY (softly in Barry’s face) How good? BARRY What? MONTGOMERY Do you live together? BARRY Wait a minute, this isn’t about-- "Bee Movie" - JS REVISIONS 8/13/07 86. MONTGOMERY Are you her little... (clearing throat) ... bed bug? BARRY (flustered) Hey, that’s not the kind of-- MONTGOMERY I’ve seen a bee documentary or two. Now, from what I understand, doesn’t your Queen give birth to all the bee children in the hive? BARRY Yeah, but-- MONTGOMERY So those aren’t even your real parents! ANGLE ON: Barry’s parents. MARTIN BENSON Oh, Barry. BARRY Yes they are! ADAM Hold me back! Vanessa holds him back with a COFFEE STIRRER. Montgomery points to Barry’s parents. MONTGOMERY You’re an illegitimate bee, aren’t you Benson? ADAM He’s denouncing bees! All the bees in the courtroom start to HUM. They’re agitated. MONTGOMERY And don’t y’all date your cousins? "Bee Movie" - JS REVISIONS 8/13/07 87. VANESSA (standing, letting go of Adam) Objection! Adam explodes from the table and flies towards Montgomery. ADAM I’m going to pin cushion this guy! Montgomery turns around and positions himself by the judge’s bench. He sticks his butt out. Montgomery winks at his team. BARRY Adam, don’t! It’s what he wants! Adam shoves Barry out of the way. Adam STINGS Montgomery in the butt. The jury REACTS, aghast. MONTGOMERY Ow! I’m hit! Oh, lordy, I am hit! The judge BANGS her gavel. JUDGE Order! Order! Please, Mr. Montgomery. MONTGOMERY The venom! The venom is coursing through my veins! I have been felled by a wing-ed beast of destruction. You see? You can’t treat them like equals. They’re strip-ed savages! Stinging’s the only thing they know! It’s their way! ANGLE ON: Adam, collapsed on the floor. Barry rushes to his side. BARRY Adam, stay with me. ADAM I can’t feel my legs. Montgomery falls on the Bailiff. BAILIFF Take it easy. "Bee Movie" - JS REVISIONS 8/13/07 88. MONTGOMERY Oh, what angel of mercy will come forward to suck the poison from my heaving buttocks? The JURY recoils. JUDGE Please, I will have order in this court. Order! Order, please! FADE TO: SEQ. 3400 - “ADAM AT HOSPITAL” INT. HOSPITAL - STREET LEVEL ROOM - DAY PRESS PERSON #1 (V.O) The case of the honey bees versus the human race took a pointed turn against the bees yesterday, when one of their legal team stung Layton T. Montgomery. Now here’s Don with the 5-day. A NURSE lets Barry into the room. Barry CARRIES a FLOWER. BARRY Thank you. Barry stands over Adam, in a bed. Barry lays the flower down next to him. The TV is on. BARRY (CONT'D) Hey buddy. ADAM Hey. BARRY Is there much pain? Adam has a BEE-SIZED PAINKILLER HONEY BUTTON near his head that he presses. ADAM (pressing the button) Yeah...I blew the whole case, didn’t I? "Bee Movie" - JS REVISIONS 8/13/07 89. BARRY Oh, it doesn’t matter. The important thing is you’re alive. You could have died. ADAM I’d be better off dead. Look at me. Adam THROWS the blanket off his lap, revealing a GREEN SANDWICH SWORD STINGER. ADAM (CONT’D) (voice cracking) They got it from the cafeteria, they got it from downstairs. In a tuna sandwich. Look, there’s a little celery still on it. BARRY What was it like to sting someone? ADAM I can’t explain it. It was all adrenaline...and then...ecstasy. Barry looks at Adam. BARRY Alright. ADAM You think that was all a trap? BARRY Of course. I’m sorry. I flew us right into this. What were we thinking? Look at us, we’re just a couple of bugs in this world. ADAM What do you think the humans will do to us if they win? BARRY I don’t know. ADAM I hear they put the roaches in motels. That doesn’t sound so bad. "Bee Movie" - JS REVISIONS 8/13/07 90. BARRY Adam, they check in, but they don’t check out. Adam GULPS. ADAM Oh my. ANGLE ON: the hospital window. We see THREE PEOPLE smoking outside on the sidewalk. The smoke drifts in. Adam COUGHS. ADAM (CONT’D) Say, could you get a nurse to close that window? BARRY Why? ADAM The smoke. Bees don’t smoke. BARRY Right. Bees don’t smoke. Bees don’t smoke! But some bees are smoking. Adam, that’s it! That’s our case. Adam starts putting his clothes on. ADAM It is? It’s not over? BARRY No. Get up. Get dressed. I’ve got to go somewhere. You get back the court and stall. Stall anyway you can. CUT TO: SEQ. 3500 - “SMOKING GUN” INT. COURTROOM - THE NEXT DAY Adam is folding a piece of paper into a boat. ADAM ...and assuming you’ve done step 29 correctly, you’re ready for the tub. "Bee Movie" - JS REVISIONS 8/13/07 91. ANGLE ON: The jury, all with paper boats of their own. JURORS Ooh. ANGLE ON: Montgomery frustrated with Gammil, who’s making a boat also. Monty crumples Gammil’s boat, and throws it at him. JUDGE Mr. Flayman? ADAM Yes? Yes, Your Honor? JUDGE Where is the rest of your team? ADAM (fumbling with his swordstinger) Well, your honor, it’s interesting. You know Bees are trained to fly kind of haphazardly and as a result quite often we don’t make very good time. I actually once heard a pretty funny story about a bee-- MONTGOMERY Your Honor, haven’t these ridiculous bugs taken up enough of this court’s valuable time? Montgomery rolls out from behind his table. He’s suspended in a LARGE BABY CHAIR with wheels. MONTGOMERY (CONT'D) How much longer are we going to allow these absurd shenanigans to go on? They have presented no compelling evidence to support their charges against my clients who have all run perfectly legitimate businesses. I move for a complete dismissal of this entire case. JUDGE Mr. Flayman, I am afraid I am going to have to consider Mr. Montgomery’s motion. "Bee Movie" - JS REVISIONS 8/13/07 92. ADAM But you can’t. We have a terrific case. MONTGOMERY Where is your proof? Where is the evidence? Show me the smoking gun. Barry bursts through the door. BARRY Hold it, your honor. You want a smoking gun? Here is your smoking gun. Vanessa ENTERS, holding a bee smoker Vanessa slams the beekeeper's SMOKER onto the judge’s bench. JUDGE What is that? BARRY It’s a Bee smoker. Montgomery GRABS the smoker. MONTGOMERY What, this? This harmless little contraption? This couldn’t hurt a fly, let alone a bee. He unintentionally points it towards the bee gallery, KNOCKING THEM ALL OUT. The jury GASPS. The press SNAPS pictures of them. BARRY Members of the jury, look at what has happened to bees who have never been asked, "Smoking or Non?" Is this what nature intended for us? To be forcibly addicted to these smoke machines in man-made wooden slat work camps? Living out our lives as honey slaves to the white man? Barry gestures dramatically towards Montgomery's racially mixed table. The BLACK LAWYER slowly moves his chair away. GAMMIL What are we going to do? "Bee Movie" - JS REVISIONS 8/13/07 93. MONTGOMERY (to Pross) He's playing the species card. Barry lands on the scale of justice, by the judge’s bench. It balances as he lands. BARRY Ladies and gentlemen, please, FreeThese-Bees! ANGLE ON: Jury, chanting "Free the bees". JUDGE The court finds in favor of the bees. The chaos continues. Barry flies over to Vanessa, with his hand up for a “high 5”. BARRY Vanessa, we won! VANESSA Yay! I knew you could do it. Highfive! She high 5’s Barry, sending him crashing to the table. He bounces right back up. VANESSA (CONT'D) Oh, sorry. BARRY Ow!! I’m okay. Vanessa, do you know what this means? All the honey is finally going to belong to the bees. Now we won’t have to work so hard all the time. Montgomery approaches Barry, surrounded by the press. The cameras and microphones go to Montgomery. MONTGOMERY (waving a finger) This is an unholy perversion of the balance of nature, Benson! You’ll regret this. ANGLE ON: Barry’s ‘deer in headlights’ expression, as the press pushes microphones in his face. "Bee Movie" - JS REVISIONS 8/13/07 94. PRESS PERSON 1 Barry, how much honey do you think is out there? BARRY Alright, alright, one at a time... SARAH Barry, who are you wearing? BARRY Uhhh, my sweater is Ralph Lauren, and I have no pants. The Press follows Barry as he EXITS. ANGLE ON: Adam and Vanessa. ADAM (putting papers away) What if Montgomery’s right? VANESSA What do you mean? ADAM We’ve been living the bee way a long time. 27 million years. DISSOLVE TO: SEQ. 3600 - “HONEY ROUNDUP” EXT. HONEY FARMS APIARY - MONTAGE SARAH (V.O) Congratulations on your victory. What are you going to demand as a settlement? BARRY (V.O) (over montage) First, we’re going to demand a complete shutdown of all bee work camps. Then, we want to get back all the honey that was ours to begin with. Every last drop. We demand an end to the glorification of the bear as anything more than a filthy, smelly, big-headed, bad breath, stink-machine. "Bee Movie" - JS REVISIONS 8/13/07 95. I believe we’re all aware of what they do in the woods. We will no longer tolerate derogatory beenegative nick-names, unnecessary inclusion of honey in bogus health products, and la-dee-da tea-time human snack garnishments. MONTAGE IMAGES: Close-up on an ATF JACKET, with the YELLOW LETTERS. Camera pulls back. We see an ARMY OF BEE AND HUMAN AGENTS wearing hastily made “Alcohol, Tobacco, Firearms, and Honey” jackets. Barry supervises. The gate to Honey Farms is locked permanently. All the smokers are collected and locked up. All the bees leave the Apiary. CUT TO: EXT. ATF OUTSIDE OF SUPERMARKET - MONTAGE Agents begin YANKING honey off the supermarket shelves, and out of shopping baskets. CUT TO: EXT. NEW HIVE CITY - MONTAGE The bees tear down a honey-bear statue. CUT TO: EXT. YELLOWSTONE FOREST - MONTAGE POV of a sniper’s crosshairs. An animated BEAR character looka-like, turns his head towards camera. BARRY Wait for my signal. ANGLE ON: Barry lowering his binoculars. BARRY (CONT'D) Take him out. The sniper SHOOTS the bear. It hits him in the shoulder. The bear looks at it. He gets woozy and the honey jar falls out of his lap, an ATF&H agent catches it. "Bee Movie" - JS REVISIONS 8/13/07 96. BARRY (V.O) (CONT'D) ATF&H AGENT (to the bear’s pig friend) He’ll have a little nausea for a few hours, then he’ll be fine. CUT TO: EXT. STING’S HOUSE - MONTAGE ATF&H agents SLAP CUFFS on Sting, who is meditating. STING But it’s just a prance-about stage name! CUT TO: INT. A WOMAN’S SHOWER - MONTAGE A WOMAN is taking a shower, and using honey shampoo. An ATF&H agent pulls the shower curtain aside, and grabs her bottle of shampoo. The woman SCREAMS. The agent turns to the 3 other agents, and Barry. ANGLE ON: Barry looking at the label on the shampoo bottle, shaking his head and writing in his clipboard. CUT TO: EXT. SUPERMARKET CAFE - MONTAGE Another customer, an old lady having her tea with a little jar of honey, gets her face pushed down onto the table and turned to the side by two agents. One of the agents has a gun on her. OLD LADY Can’t breathe. CUT TO: EXT. CENTRAL PARK - MONTAGE An OIL DRUM of honey is connected to Barry’s hive. "Bee Movie" - JS REVISIONS 8/13/07 97. BARRY Bring it in, boys. CUT TO: SEQ. 3650 - “NO MORE WORK” INT. HONEX - MONTAGE ANGLE ON: The honey goes past the 3-cup hash-mark, and begins to overflow. A WORKER BEE runs up to Buzzwell. WORKER BEE 1 Mr. Buzzwell, we just passed 3 cups, and there’s gallons mores coming. I think we need to shutdown. KEYCHAIN BEE (to Buzzwell) Shutdown? We’ve never shutdown. ANGLE ON: Buzzwell overlooking the factory floor. BUZZWELL Shutdown honey production! Stop making honey! ANGLE ON: TWO BEES, each with a KEY. BUZZWELL (CONT’D) Turn your key, Sir! They turn the keys simultaneously, War Games-style, shutting down the honey machines. ANGLE ON: the Taffy-Pull machine, Centrifuge, and Krelman all slowly come to a stop. The bees look around, bewildered. WORKER BEE 5 What do we do now? A BEAT. WORKER BEE 6 Cannon ball!! He jumps into a HONEY VAT, doesn’t penetrate the surface. He looks around, and slowly sinks down to his waist. "Bee Movie" - JS REVISIONS 8/13/07 98. EXT. HONEX FACTORY THE WHISTLE BLOWS, and the bees all stream out the exit. CUT TO: INT. J-GATE - CONTINUOUS Lou Loduca gives orders to the pollen jocks. LOU LODUCA We’re shutting down honey production. Mission abort. CUT TO: EXT. CENTRAL PARK Jackson receives the orders, mid-pollination. JACKSON Aborting pollination and nectar detail. Returning to base. CUT TO: EXT. NEW HIVE CITY ANGLE ON: Bees, putting sun-tan lotion on their noses and antennae, and sunning themselves on the balconies of the gyms. CUT TO: EXT. CENTRAL PARK ANGLE ON: THE FLOWERS starting to DROOP. CUT TO: INT. J-GATE J-Gate is deserted. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 99. EXT. NEW HIVE CITY ANGLE ON: Bees sunning themselves. A TIMER DINGS, and they all turn over. CUT TO: EXT. CENTRAL PARK TIME LAPSE of Central Park turning brown. CUT TO: EXT. VANESSA’S FLORIST SHOP CLOSE-UP SHOT: Vanessa writes “Sorry. No more flowers.” on a “Closed” sign, an turns it facing out. CUT TO: SEQ. 3700 - “IDLE HIVE” EXT. NEW HIVE CITY - DAY Barry flies at high speed. TRACKING SHOT into the hive, through the lobby of Honex, and into Adam’s office. CUT TO: INT. ADAM’S OFFICE - CONTINUOUS Barry meets Adam in his office. Adam’s office is in disarray. There are papers everywhere. He’s filling up his cardboard hexagon box. BARRY (out of breath) Adam, you wouldn’t believe how much honey was out there. ADAM Oh yeah? BARRY What’s going on around here? Where is everybody? Are they out celebrating? "Bee Movie" - JS REVISIONS 8/13/07 100. ADAM (exiting with a cardboard box of belongings) No, they’re just home. They don’t know what to do. BARRY Hmmm. ADAM They’re laying out, they’re sleeping in. I heard your Uncle Carl was on his way to San Antonio with a cricket. BARRY At least we got our honey back. They walk through the empty factory. ADAM Yeah, but sometimes I think, so what if the humans liked our honey? Who wouldn’t? It’s the greatest thing in the world. I was excited to be a part of making it. ANGLE ON: Adam’s desk on it’s side in the hall. ADAM (CONT’D) This was my new desk. This was my new job. I wanted to do it really well. And now...and now I can’t. Adam EXITS. CUT TO: SEQ. 3900 - “WORLD WITHOUT BEES” INT. STAIRWELL Vanessa and Barry are walking up the stairs to the roof. BARRY I don’t understand why they’re not happy. We have so much now. I thought their lives would be better. "Bee Movie" - JS REVISIONS 8/13/07 101. VANESSA Hmmm. BARRY They’re doing nothing. It’s amazing, honey really changes people. VANESSA You don’t have any idea what’s going on, do you? BARRY What did you want to show me? VANESSA This. They reach the top of the stairs. Vanessa opens the door. CUT TO: EXT. VANESSA’S ROOFTOP - CONTINUOUS Barry sees Vanessa’s flower pots and small garden have all turned brown. BARRY What happened here? VANESSA That is not the half of it... Vanessa turns Barry around with her two fingers, revealing the view of Central Park, which is also all brown. BARRY Oh no. Oh my. They’re all wilting. VANESSA Doesn’t look very good, does it? BARRY No. VANESSA And who’s fault do you think that is? "Bee Movie" - JS REVISIONS 8/13/07 102. BARRY Mmmm...you know, I’m going to guess, bees. VANESSA Bees? BARRY Specifically me. I guess I didn’t think that bees not needing to make honey would affect all these other things. VANESSA And it’s not just flowers. Fruits, vegetables...they all need bees. BARRY Well, that’s our whole SAT test right there. VANESSA So, you take away the produce, that affects the entire animal kingdom. And then, of course... BARRY The human species? VANESSA (clearing throat) Ahem! BARRY Oh. So, if there’s no more pollination, it could all just go south here, couldn’t it? VANESSA And I know this is also partly my fault. Barry takes a long SIGH. BARRY How about a suicide pact? VANESSA (not sure if he’s joking) How would we do it? BARRY I’ll sting you, you step on me. "Bee Movie" - JS REVISIONS 8/13/07 103. VANESSA That just kills you twice. BARRY Right, right. VANESSA Listen Barry. Sorry but I’ve got to get going. She EXITS. BARRY (looking out over the park) Had to open my mouth and talk... (looking back) Vanessa..? Vanessa is gone. CUT TO: SEQ. 3935 - “GOING TO PASADENA” EXT. NY STREET - CONTINUOUS Vanessa gets into a cab. Barry ENTERS. BARRY Vanessa. Why are you leaving? Where are you going? VANESSA To the final Tournament of Roses parade in Pasadena. They moved it up to this weekend because all the flowers are dying. It’s the last chance I’ll ever have to see it. BARRY Vanessa, I just want to say I’m sorry. I never meant it to turn out like this. VANESSA I know. Me neither. Vanessa cab drives away. "Bee Movie" - JS REVISIONS 8/13/07 104. BARRY (chuckling to himself) Tournament of Roses. Roses can’t do sports. Wait a minute...roses. Roses? Roses!? Vanessa! Barry follows shortly after. He catches up to it, and he pounds on the window. Barry follows shortly after Vanessa’s cab. He catches up to it, and he pounds on the window. INT. TAXI - CONTINUOUS Barry motions for her to roll the window down. She does so. BARRY Roses?! VANESSA Barry? BARRY (as he flies next to the cab) Roses are flowers. VANESSA Yes, they are. BARRY Flowers, bees, pollen! VANESSA I know. That’s why this is the last parade. BARRY Maybe not. The cab starts pulling ahead of Barry. BARRY (CONT'D) (re: driver) Could you ask him to slow down? VANESSA Could you slow down? The cabs slows. Barry flies in the window, and lands in the change box, which closes on him. "Bee Movie" - JS REVISIONS 8/13/07 105. VANESSA (CONT'D) Barry! Vanessa lets him out. Barry stands on the change box, in front of the driver’s license. BARRY Okay, I made a huge mistake! This is a total disaster, and it’s all my fault! VANESSA Yes, it kind of is. BARRY I’ve ruined the planet. And, I wanted to help with your flower shop. Instead, I’ve made it worse. VANESSA Actually, it’s completely closed down. BARRY Oh, I thought maybe you were remodeling. Nonetheless, I have another idea. And it’s greater than all my previous great ideas combined. VANESSA I don’t want to hear it. Vanessa closes the change box on Barry. BARRY (opening it again) Alright, here’s what I’m thinking. They have the roses, the roses have the pollen. I know every bee, plant, and flower bud in this park. All we’ve got to do is get what they’ve got back here with what we’ve got. VANESSA Bees... BARRY Park... VANESSA Pollen... "Bee Movie" - JS REVISIONS 8/13/07 106. BARRY Flowers... VANESSA Repollination! BARRY (on luggage handle, going up) Across the nation! CUT TO: SEQ. 3950 - “ROSE PARADE” EXT. PASADENA PARADE BARRY (V.O) Alright. Tournament of Roses. Pasadena, California. They’ve got nothing but flowers, floats, and cotton candy. Security will be tight. VANESSA I have an idea. CUT TO: EXT. FLOAT STAGING AREA ANGLE ON: Barry and Vanessa approaching a HEAVILY ARMED GUARD in front of the staging area. VANESSA Vanessa Bloome, FTD. Official floral business. He leans in to look at her badge. She SNAPS IT SHUT, VANESSA (CONT’D) Oh, it’s real. HEAVILY ARMED GUARD Sorry ma’am. That’s a nice brooch, by the way. VANESSA Thank you. It was a gift. "Bee Movie" - JS REVISIONS 8/13/07 107. They ENTER the staging area. BARRY (V.O) Then, once we’re inside, we just pick the right float. VANESSA How about the Princess and the Pea? BARRY Yeah. VANESSA I can be the princess, and-- BARRY ...yes, I think-- VANESSA You could be-- BARRY I’ve-- VANESSA The pea. BARRY Got it. CUT TO: EXT. FLOAT STAGING AREA - A FEW MOMENTS LATER Barry, dressed as a PEA, flies up and hovers in front of the princess on the “Princess and the Pea” float. The float is sponsored by Inflat-a-bed and a SIGN READS: “Inflat-a-bed: If it blows, it’s ours.” BARRY Sorry I’m late. Where should I sit? PRINCESS What are you? BARRY I believe I’m the pea. PRINCESS The pea? It’s supposed to be under the mattresses. "Bee Movie" - JS REVISIONS 8/13/07 108. BARRY Not in this fairy tale, sweetheart. PRINCESS I’m going to go talk to the marshall. BARRY You do that. This whole parade is a fiasco! She EXITS. Vanessa removes the step-ladder. The princess FALLS. Barry and Vanessa take off in the float. BARRY (CONT’D) Let’s see what this baby will do. ANGLE ON: Guy with headset talking to drivers. HEADSET GUY Hey! The float ZOOMS by. A young CHILD in the stands, TIMMY, cries. CUT TO: EXT. FLOAT STAGING AREA - A FEW MOMENTS LATER ANGLE ON: Vanessa putting the princess hat on. BARRY (V.O) Then all we do is blend in with traffic, without arousing suspicion. CUT TO: EXT. THE PARADE ROUTE - CONTINUOUS The floats go flying by the crowds. Barry and Vanessa’s float CRASHES through the fence. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 109. EXT. LA FREEWAY Vanessa and Barry speed, dodging and weaving, down the freeway. BARRY (V.O) And once we’re at the airport, there’s no stopping us. CUT TO: EXT. LAX AIRPORT Barry and Vanessa pull up to the curb, in front of an TSA AGENT WITH CLIPBOARD. TSA AGENT Stop. Security. Did you and your insect pack your own float? VANESSA (O.C) Yes. TSA AGENT Has this float been in your possession the entire time? VANESSA (O.C) Since the parade...yes. ANGLE ON: Barry holding his shoes. TSA AGENT Would you remove your shoes and everything in your pockets? Can you remove your stinger, Sir? BARRY That’s part of me. TSA AGENT I know. Just having some fun. Enjoy your flight. CUT TO: EXT. RUNWAY Barry and Vanessa’s airplane TAKES OFF. "Bee Movie" - JS REVISIONS 8/13/07 110. BARRY (O.C) Then, if we’re lucky, we’ll have just enough pollen to do the job. DISSOLVE TO: SEQ. 4025 - “COCKPIT FIGHT” INT. AIRPLANE Vanessa is on the aisle. Barry is on a laptop calculating flowers, pollen, number of bees, airspeed, etc. He does a “Stomp” dance on the keyboard. BARRY Can you believe how lucky we are? We have just enough pollen to do the job. I think this is going to work, Vanessa. VANESSA It’s got to work. PILOT (V.O) Attention passengers. This is Captain Scott. I’m afraid we have a bit of bad weather in the New York area. And looks like we’re going to be experiencing a couple of hours delay. VANESSA Barry, these are cut flowers with no water. They’ll never make it. BARRY I’ve got to get up there and talk to these guys. VANESSA Be careful. Barry flies up to the cockpit door. CUT TO: INT. COCKPIT - CONTINUOUS A female flight attendant, ANGELA, is in the cockpit with the pilots. "Bee Movie" - JS REVISIONS 8/13/07 111. There’s a KNOCK at the door. BARRY (C.O) Hey, can I get some help with this Sky Mall Magazine? I’d like to order the talking inflatable travel pool filter. ANGELA (to the pilots, irritated) Excuse me. CUT TO: EXT. CABIN - CONTINUOUS Angela opens the cockpit door and looks around. She doesn’t see anybody. ANGLE ON: Barry hidden on the yellow and black “caution” stripe. As Angela looks around, Barry zips into the cockpit. CUT TO: INT. COCKPIT BARRY Excuse me, Captain. I am in a real situation here... PILOT (pulling an earphone back, to the co-pilot) What did you say, Hal? CO-PILOT I didn’t say anything. PILOT (he sees Barry) Ahhh! Bee! BARRY No, no! Don’t freak out! There’s a chance my entire species-- CO-PILOT (taking off his earphones) Ahhh! "Bee Movie" - JS REVISIONS 8/13/07 112. The pilot grabs a “DUSTBUSTER” vacuum cleaner. He aims it around trying to vacuum up Barry. The co-pilot faces camera, as the pilot tries to suck Barry up. Barry is on the other side of the co-pilot. As they dosey-do, the toupee of the co-pilot begins to come up, still attached to the front. CO-PILOT (CONT'D) What are you doing? Stop! The toupee comes off the co-pilot’s head, and sticks in the Dustbuster. Barry runs across the bald head. BARRY Wait a minute! I’m an attorney! CO-PILOT Who’s an attorney? PILOT Don’t move. The pilot uses the Dustbuster to try and mash Barry, who is hovering in front of the co-pilot’s nose, and knocks out the co-pilot who falls out of his chair, hitting the life raft release button. The life raft inflates, hitting the pilot, knocking him into a wall and out cold. Barry surveys the situation. BARRY Oh, Barry. CUT TO: INT. AIRPLANE CABIN Vanessa studies her laptop, looking serious. SFX: PA CRACKLE. BARRY (V.O) (in captain voice) Good afternoon passengers, this is your captain speaking. Would a Miss Vanessa Bloome in 24F please report to the cockpit. And please hurry! "Bee Movie" - JS REVISIONS 8/13/07 113. ANGLE ON: The aisle, and Vanessa head popping up. CUT TO: INT. COCKPIT Vanessa ENTERS. VANESSA What happened here? BARRY I tried to talk to them, but then there was a Dustbuster, a toupee, a life raft exploded...Now one’s bald, one’s in a boat, and they’re both unconscious. VANESSA Is that another bee joke? BARRY No. No one’s flying the plane. The AIR TRAFFIC CONTROLLER, BUD, speaks over the radio. BUD This is JFK control tower. Flight 356, what’s your status? Vanessa presses a button, and the intercom comes on. VANESSA This is Vanessa Bloome. I’m a florist from New York. BUD Where’s the pilot? VANESSA He’s unconscious and so is the copilot. BUD Not good. Is there anyone onboard who has flight experience? A BEAT. BARRY As a matter of fact, there is. "Bee Movie" - JS REVISIONS 8/13/07 114. BUD Who’s that? VANESSA Barry Benson. BUD From the honey trial? Oh great. BARRY Vanessa, this is nothing more than a big metal bee. It’s got giant wings, huge engines. VANESSA I can’t fly a plane. BARRY Why not? Isn’t John Travolta a pilot? VANESSA Yes? BARRY How hard could it be? VANESSA Wait a minute. Barry, we’re headed into some lightning. CUT TO: Vanessa shrugs, and takes the controls. SEQ. 4150 - “BARRY FLIES PLANE” INT. BENSON HOUSE The family is all huddled around the TV at the Benson house. ANGLE ON: TV. Bob Bumble is broadcasting. BOB BUMBLE This is Bob Bumble. We have some late-breaking news from JFK airport, where a very suspenseful scene is developing. Barry Benson, fresh off his stunning legal victory... "Bee Movie" - JS REVISIONS 8/13/07 115. Adam SPRAYS a can of HONEY-WHIP into his mouth. ADAM That’s Barry. BOB BUMBLE ...is now attempting to land a plane, loaded with people, flowers, and an incapacitated flight crew. EVERYONE Flowers?! CUT TO: INT. AIR TRAFFIC CONTROL TOWER BUD Well, we have an electrical storm in the area, and two individuals at the controls of a jumbo jet with absolutely no flight experience. JEANETTE CHUNG Just a minute, Mr. Ditchwater, there’s a honey bee on that plane. BUD Oh, I’m quite familiar with Mr. Benson’s work, and his no-account compadres. Haven’t they done enough damage already? JEANETTE CHUNG But isn’t he your only hope right now? BUD Come on, technically a bee shouldn’t be able to fly at all. CUT TO: INT. COCKPIT. Barry REACTS BUD The wings are too small, their bodies are too big-- "Bee Movie" - JS REVISIONS 8/13/07 116. BARRY (over PA) Hey, hold on a second. Haven’t we heard this million times? The surface area of the wings, and the body mass doesn’t make sense? JEANETTE CHUNG Get this on the air. CAMERAMAN You got it! CUT TO: INT. BEE TV CONTROL ROOM An engineer throws a switch. BEE ENGINEER Stand by. We’re going live. The “ON AIR” sign illuminates. CUT TO: INT. VARIOUS SHOTS OF NEW HIVE CITY The news report plays on TV. The pollen jocks are sitting around, playing paddle-ball, Wheel-o, and one of them is spinning his helmet on his finger. Buzzwell is in an office cubicle, playing computer solitaire. Barry’s family and Adam watch from their living room. Bees sitting on the street curb turn around to watch the TV. BARRY Mr. Ditchwater, the way we work may be a mystery to you, because making honey takes a lot of bees doing a lot of small jobs. But let me tell you something about a small job. If you do it really well, it makes a big difference. More than we realized. To us, to everyone. That’s why I want to get bees back to doing what we do best. "Bee Movie" - JS REVISIONS 8/13/07 117. Working together. That’s the bee way. We’re not made of Jello. We get behind a fellow. Black and yellow. CROWD OF BEES Hello! CUT TO: INT. COCKPIT Barry is giving orders to Vanessa. BARRY Left, right, down, hover. VANESSA Hover? BARRY Forget hover. VANESSA You know what? This isn’t so hard. Vanessa pretends to HONK THE HORN. VANESSA (CONT’D) Beep, beep! Beep, beep! A BOLT OF LIGHTNING HITS the plane. The plane takes a sharp dip. VANESSA (CONT’D) Barry, what happened? BARRY (noticing the control panel) Wait a minute. I think we were on autopilot that whole time. VANESSA That may have been helping me. BARRY And now we’re not! VANESSA (V.O.) (folding her arms) Well, then it turns out I cannot fly a plane. "Bee Movie" - JS REVISIONS 8/13/07 118. BARRY (CONT'D) Vanessa struggles with the yoke. CUT TO: EXT. AIRPLANE The airplane goes into a steep dive. CUT TO: SEQ. 4175 - “CRASH LANDING” INT. J-GATE An ALERT SIGN READING: “Hive Alert. We Need:” Then the SIGNAL goes from “Two Bees” “Some Bees” “Every Bee There Is” Lou Loduca gathers the pollen jocks at J-Gate. LOU LODUCA All of you, let’s get behind this fellow. Move it out! The bees follow Lou Loduca, and EXIT J-Gate. CUT TO: INT. AIRPLANE COCKPIT BARRY Our only chance is if I do what I would do, and you copy me with the wings of the plane! VANESSA You don’t have to yell. BARRY I’m not yelling. We happen to be in a lot of trouble here. VANESSA It’s very hard to concentrate with that panicky tone in your voice. BARRY It’s not a tone. I’m panicking! CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 119. EXT. JFK AIRPORT ANGLE ON: The bees arriving and massing at the airport. CUT TO: INT. COCKPIT Barry and Vanessa alternately SLAP EACH OTHER IN THE FACE. VANESSA I don’t think I can do this. BARRY Vanessa, pull yourself together. Listen to me, you have got to snap out of it! VANESSA You snap out of it! BARRY You snap out of it! VANESSA You snap out of it! BARRY You snap out of it! VANESSA You snap out of it! CUT TO: EXT. AIRPLANE A GIGANTIC SWARM OF BEES flies in to hold the plane up. CUT TO: INT. COCKPIT - CONTINUOUS BARRY You snap out of it! VANESSA You snap out of it! "Bee Movie" - JS REVISIONS 8/13/07 120. BARRY You snap-- VANESSA Hold it! BARRY (about to slap her again) Why? Come on, it’s my turn. VANESSA How is the plane flying? Barry’s antennae ring. BARRY I don’t know. (answering) Hello? CUT TO: EXT. AIRPLANE ANGLE ON: The underside of the plane. The pollen jocks have massed all around the underbelly of the plane, and are holding it up. LOU LODUCA Hey Benson, have you got any flowers for a happy occasion in there? CUT TO: INT. COCKPIT Lou, Buzz, Splitz, and Jackson come up alongside the cockpit. BARRY The pollen jocks! VANESSA They do get behind a fellow. BARRY Black and yellow. LOU LODUCA (over headset) Hello. "Bee Movie" - JS REVISIONS 8/13/07 121. Alright you two, what do you say we drop this tin can on the blacktop? VANESSA What blacktop? Where? I can’t see anything. Can you? BARRY No, nothing. It’s all cloudy. CUT TO: EXT. RUNWAY Adam SHOUTS. ADAM Come on, you’ve got to think bee, Barry. Thinking bee, thinking bee. ANGLE ON: Overhead shot of runway. The bees are in the formation of a flower. In unison they move, causing the flower to FLASH YELLOW AND BLACK. BEES (chanting) Thinking bee, thinking bee. CUT TO: INT. COCKPIT We see through the swirling mist and clouds. A GIANT SHAPE OF A FLOWER is forming in the middle of the runway. BARRY Wait a minute. I think I’m feeling something. VANESSA What? BARRY I don’t know, but it’s strong. And it’s pulling me, like a 27 million year old instinct. Bring the nose of the plane down. "Bee Movie" - JS REVISIONS 8/13/07 122. LOU LODUCA (CONT'D) EXT. RUNWAY All the bees are on the runway chanting “Thinking Bee”. CUT TO: INT. CONTROL TOWER RICK What in the world is on the tarmac? ANGLE ON: Dave OTS onto runway seeing a flower being formed by millions of bees. BUD Get some lights on that! CUT TO: EXT. RUNWAY ANGLE ON: AIRCRAFT LANDING LIGHT SCAFFOLD by the side of the runway, illuminating the bees in their flower formation. INT. COCKPIT BARRY Vanessa, aim for the flower! VANESSA Oh, okay? BARRY Cut the engines! VANESSA Cut the engines? BARRY We’re going in on bee power. Ready boys? LOU LODUCA Affirmative. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 123. INT. AIRPLANE COCKPIT BARRY Good, good, easy now. Land on that flower! Ready boys? Give me full reverse. LOU LODUCA Spin it around! The plane attempts to land on top of an “Aloha Airlines” plane with flowers painted on it. BARRY (V.O) I mean the giant black and yellow pulsating flower made of millions of bees! VANESSA Which flower? BARRY That flower! VANESSA I’m aiming at the flower! The plane goes after a FAT GUY IN A HAWAIIAN SHIRT. BARRY (V.O) That’s a fat guy in a flowered shirt! The other other flower! The big one. He snaps a photo and runs away. BARRY (CONT'D) Full forward. Ready boys? Nose down. Bring your tail up. Rotate around it. VANESSA Oh, this is insane, Barry. BARRY This is the only way I know how to fly. CUT TO: "Bee Movie" - JS REVISIONS 8/13/07 124. AIR TRAFFIC CONTROL TOWER BUD Am I koo-koo kachoo, or is this plane flying in an insect-like pattern? CUT TO: EXT. RUNWAY BARRY (V.O) Get your nose in there. Don’t be afraid of it. Smell it. Full reverse! Easy, just drop it. Be a part of it. Aim for the center! Now drop it in. Drop it in, woman! The plane HOVERS and MANEUVERS, landing in the center of the giant flower, like a bee. The FLOWERS from the cargo hold spill out onto the runway. INT. AIPLANE CABIN The passengers are motionless for a beat. PASSENGER Come on already! They hear the “ding ding”, and all jump up to grab their luggage out of the overheads. SEQ. 4225 - “RUNWAY SPEECH” EXT. RUNWAY - CONTINUOUS The INFLATABLE SLIDES pop out the side of the plane. The passengers escape. Barry and Vanessa slide down out of the cockpit. Barry and Vanessa exhale a huge breath. VANESSA Barry, we did it. You taught me how to fly. Vanessa raises her hand up for a high five. "Bee Movie" - JS REVISIONS 8/13/07 125. BARRY Yes. No high five. VANESSA Right. ADAM Barry, it worked. Did you see the giant flower? BARRY What giant flower? Where? Of course I saw the flower! That was genius, man. Genius! ADAM Thank you. BARRY But we’re not done yet. Barry flies up to the wing of the plane, and addresses the bee crowd. BARRY (CONT’D) Listen everyone. This runway is covered with the last pollen from the last flowers available anywhere on Earth. That means this is our last chance. We’re the only ones who make honey, pollinate flowers, and dress like this. If we’re going to survive as a species, this is our moment. So what do you all say? Are we going to be bees, or just Museum of Natural History key chains? BEES We’re bees! KEYCHAIN BEE Keychain! BARRY Then follow me... Except Keychain. BUZZ Hold on Barry. You’ve earned this. Buzz puts a pollen jock jacket and helmet with Barry’s name on it on Barry. "Bee Movie" - JS REVISIONS 8/13/07 126. BARRY I’m a pollen jock! (looking at the jacket. The sleeves are a little long) And it’s a perfect fit. All I’ve got to do are the sleeves. The Pollen Jocks toss Barry a gun. BARRY (CONT’D) Oh yeah! ANGLE ON: Martin and Janet Benson. JANET BENSON That’s our Barry. All the bees descend upon the flowers on the tarmac, and start collecting pollen. CUT TO: SEQ. 4250 - “RE-POLLINATION” EXT. SKIES - CONTINUOUS The squadron FLIES over the city, REPOLLINATING trees and flowers as they go. Barry breaks off from the group, towards Vanessa’s flower shop. CUT TO: EXT. VANESSA’S FLOWER SHOP - CONTINUOUS Barry REPOLLINATES Vanessa’s flowers. CUT TO: EXT. CENTRAL PARK - CONTINUOUS ANGLE ON: Timmy with a frisbee, as the bees fly by. TIMMY Mom, the bees are back! "Bee Movie" - JS REVISIONS 8/13/07 127. Central Park is completely repollinated by the bees. DISSOLVE TO: INT. HONEX - CONTINUOUS Honex is back to normal and everyone is busily working. ANGLE ON: Adam, putting his Krelman hat on. ADAM If anyone needs to make a call, now’s the time. I’ve got a feeling we’ll be working late tonight! The bees CHEER. CUT TO: SEQ. 4355 EXT: VANESSA’S FLOWER SHOP With a new sign out front. “Vanessa & Barry: Flowers, Honey, Legal Advice” DISSOLVE TO: INT: FLOWER COUNTER Vanessa doing a brisk trade with many customers. CUT TO: INT: FLOWER SHOP - CONTINUOUS Vanessa is selling flowers. In the background, there are SHELVES STOCKED WITH HONEY. VANESSA (O.C.) Don’t forget these. Have a great afternoon. Yes, can I help who’s next? Who’s next? Would you like some honey with that? It is beeapproved. SIGN ON THE BACK ROOM DOOR READS: “Barry Benson: Insects at Law”. "Bee Movie" - JS REVISIONS 8/13/07 128. Camera moves into the back room. ANGLE ON: Barry. ANGLE ON: Barry’s COW CLIENT. COW Milk, cream, cheese...it’s all me. And I don’t see a nickel. BARRY Uh huh? Uh huh? COW (breaking down) Sometimes I just feel like a piece of meat. BARRY I had no idea. VANESSA Barry? I’m sorry, have you got a moment? BARRY Would you excuse me? My mosquito associate here will be able to help you. Mooseblood ENTERS. MOOSEBLOOD Sorry I’m late. COW He’s a lawyer too? MOOSEBLOOD Ma’am, I was already a bloodsucking parasite. All I needed was * a briefcase. * ANGLE ON: Flower Counter. VANESSA (to customer) Have a great afternoon! (to Barry) Barry, I just got this huge tulip order for a wedding, and I can’t get them anywhere. "Bee Movie" - JS REVISIONS 8/13/07 129. BARRY Not a problem, Vannie. Just leave it to me. Vanessa turns back to deal with a customer. VANESSA You’re a life-saver, Barry. (to the next customer) Can I help who’s next? Who’s next? ANGLE ON: Vanessa smiling back at Barry. Barry smiles too, then snaps himself out of it. BARRY (speaks into his antennae) Alright. Scramble jocks, it’s time to fly! VANESSA Thank you, Barry! EXT. FLOWER SHOP - CONTINUOUS ANGLE ON: Ken and Andy walking down the street. KEN (noticing the new sign) Augh! What in the world? It’s that bee again! ANDY (guiding Ken protectively) Let it go, Kenny. KEN That bee is living my life! When will this nightmare end? ANDY Let it all go. They don’t break stride. ANGLE ON: Camera in front of Barry as he flies out the door and up into the sky. Pollen jocks fold in formation behind him as they zoom into the park. BARRY (to Splitz) Beautiful day to fly. "Bee Movie" - JS REVISIONS 8/13/07 130. JACKSON Sure is. BARRY Between you and me, I was dying to get out of that office. FADE OUT: "Bee Movie" - JS REVISIONS 8/13/07 131.
jettbrains / L W3C Strategic Highlights September 2019 This report was prepared for the September 2019 W3C Advisory Committee Meeting (W3C Member link). See the accompanying W3C Fact Sheet — September 2019. For the previous edition, see the April 2019 W3C Strategic Highlights. For future editions of this report, please consult the latest version. A Chinese translation is available. ☰ Contents Introduction Future Web Standards Meeting Industry Needs Web Payments Digital Publishing Media and Entertainment Web & Telecommunications Real-Time Communications (WebRTC) Web & Networks Automotive Web of Things Strengthening the Core of the Web HTML CSS Fonts SVG Audio Performance Web Performance WebAssembly Testing Browser Testing and Tools WebPlatform Tests Web of Data Web for All Security, Privacy, Identity Internationalization (i18n) Web Accessibility Outreach to the world W3C Developer Relations W3C Training Translations W3C Liaisons Introduction This report highlights recent work of enhancement of the existing landscape of the Web platform and innovation for the growth and strength of the Web. 33 working groups and a dozen interest groups enable W3C to pursue its mission through the creation of Web standards, guidelines, and supporting materials. We track the tremendous work done across the Consortium through homogeneous work-spaces in Github which enables better monitoring and management. We are in the middle of a period where we are chartering numerous working groups which demonstrate the rapid degree of change for the Web platform: After 4 years, we are nearly ready to publish a Payment Request API Proposed Recommendation and we need to soon charter follow-on work. In the last year we chartered the Web Payment Security Interest Group. In the last year we chartered the Web Media Working Group with 7 specifications for next generation Media support on the Web. We have Accessibility Guidelines under W3C Member review which includes Silver, a new approach. We have just launched the Decentralized Identifier Working Group which has tremendous potential because Decentralized Identifier (DID) is an identifier that is globally unique, resolveable with high availability, and cryptographically verifiable. We have Privacy IG (PING) under W3C Member review which strengthens our focus on the tradeoff between privacy and function. We have a new CSS charter under W3C Member review which maps the group's work for the next three years. In this period, W3C and the WHATWG have succesfully completed the negotiation of a Memorandum of Understanding rooted in the mutual belief that that having two distinct specifications claiming to be normative is generally harmful for the Web community. The MOU, signed last May, describes how the two organizations are to collaborate on the development of a single authoritative version of the HTML and DOM specifications. W3C subsequently rechartered the HTML Working Group to assist the W3C community in raising issues and proposing solutions for the HTML and DOM specifications, and for the production of W3C Recommendations from WHATWG Review Drafts. As the Web evolves continuously, some groups are looking for ways for specifications to do so as well. So-called "evergreen recommendations" or "living standards" aim to track continuous development (and maintenance) of features, on a feature-by-feature basis, while getting review and patent commitments. We see the maturation and further development of an incredible number of new technologies coming to the Web. Continued progress in many areas demonstrates the vitality of the W3C and the Web community, as the rest of the report illustrates. Future Web Standards W3C has a variety of mechanisms for listening to what the community thinks could become good future Web standards. These include discussions with the Membership, discussions with other standards bodies, the activities of thousands of participants in over 300 community groups, and W3C Workshops. There are lots of good ideas. The W3C strategy team has been identifying promising topics and invites public participation. Future, recent and under consideration Workshops include: Inclusive XR (5-6 November 2019, Seattle, WA, USA) to explore existing and future approaches on making Virtual and Augmented Reality experiences more inclusive, including to people with disabilities; W3C Workshop on Data Models for Transportation (12-13 September 2019, Palo Alto, CA, USA) W3C Workshop on Web Games (27-28 June 2019, Redmond, WA, USA), view report Second W3C Workshop on the Web of Things (3-5 June 2019, Munich, Germany) W3C Workshop on Web Standardization for Graph Data; Creating Bridges: RDF, Property Graph and SQL (4-6 March 2019, Berlin, Germany), view report Web & Machine Learning. The Strategy Funnel documents the staff's exploration of potential new work at various phases: Exploration and Investigation, Incubation and Evaluation, and eventually to the chartering of a new standards group. The Funnel view is a GitHub Project where new area are issues represented by “cards” which move through the columns, usually from left to right. Most cards start in Exploration and move towards Chartering, or move out of the funnel. Public input is welcome at any stage but particularly once Incubation has begun. This helps W3C identify work that is sufficiently incubated to warrant standardization, to review the ecosystem around the work and indicate interest in participating in its standardization, and then to draft a charter that reflects an appropriate scope. Ongoing feedback can speed up the overall standardization process. Since the previous highlights document, W3C has chartered a number of groups, and started discussion on many more: Newly Chartered or Rechartered Web Application Security WG (03-Apr) Web Payment Security IG (17-Apr) Patent and Standards IG (24-Apr) Web Applications WG (14-May) Web & Networks IG (16-May) Media WG (23-May) Media and Entertainment IG (06-Jun) HTML WG (06-Jun) Decentralized Identifier WG (05-Sep) Extended Privacy IG (PING) (30-Sep) Verifiable Claims WG (30-Sep) Service Workers WG (31-Dec) Dataset Exchange WG (31-Dec) Web of Things Working Group (31-Dec) Web Audio Working Group (31-Dec) Proposed charters / Advance Notice Accessibility Guidelines WG Privacy IG (PING) RDF Literal Direction WG Timed Text WG CSS WG Web Authentication WG Closed Internationalization Tag Set IG Meeting Industry Needs Web Payments All Web Payments specifications W3C's payments standards enable a streamlined checkout experience, enabling a consistent user experience across the Web with lower front end development costs for merchants. Users can store and reuse information and more quickly and accurately complete online transactions. The Web Payments Working Group has republished Payment Request API as a Candidate Recommendation, aiming to publish a Proposed Recommendation in the Fall 2019, and is discussing use cases and features for Payment Request after publication of the 1.0 Recommendation. Browser vendors have been finalizing implementation of features added in the past year (view the implementation report). As work continues on the Payment Handler API and its implementation (currently in Chrome and Edge Canary), one focus in 2019 is to increase adoption in other browsers. Recently, Mastercard demonstrated the use of Payment Request API to carry out EMVCo's Secure Remote Commerce (SRC) protocol whose payment method definition is being developed with active participation by Visa, Mastercard, American Express, and Discover. Payment method availability is a key factor in merchant considerations about adopting Payment Request API. The ability to get uniform adoption of a new payment method such as Secure Remote Commerce (SRC) also depends on the availability of the Payment Handler API in browsers, or of proprietary alternatives. Web Monetization, which the Web Payments Working Group will discuss again at its face-to-face meeting in September, can be used to enable micropayments as an alternative revenue stream to advertising. Since the beginning of 2019, Amazon, Brave Software, JCB, Certus Cybersecurity Solutions and Netflix have joined the Web Payments Working Group. In April, W3C launched the Web Payment Security Group to enable W3C, EMVCo, and the FIDO Alliance to collaborate on a vision for Web payment security and interoperability. Participants will define areas of collaboration and identify gaps between existing technical specifications in order to increase compatibility among different technologies, such as: How do SRC, FIDO, and Payment Request relate? The Payment Services Directive 2 (PSD2) regulations in Europe are scheduled to take effect in September 2019. What is the role of EMVCo, W3C, and FIDO technologies, and what is the current state of readiness for the deadline? How can we improve privacy on the Web at the same time as we meet industry requirements regarding user identity? Digital Publishing All Digital Publishing specifications, Publication milestones The Web is the universal publishing platform. Publishing is increasingly impacted by the Web, and the Web increasingly impacts Publishing. Topic of particular interest to Publishing@W3C include typography and layout, accessibility, usability, portability, distribution, archiving, offline access, print on demand, and reliable cross referencing. And the diverse publishing community represented in the groups consist of the traditional "trade" publishers, ebook reading system manufacturers, but also publishers of audio book, scholarly journals or educational materials, library scientists or browser developers. The Publishing Working Group currently concentrates on Audiobooks which lack a comprehensive standard, thus incurring extra costs and time to publish in this booming market. Active development is ongoing on the future standard: Publication Manifest Audiobook profile for Web Publications Lightweight Packaging Format The BD Comics Manga Community Group, the Synchronized Multimedia for Publications Community Group, the Publishing Community Group and a future group on archival, are companions to the working group where specific work is developed and incubated. The Publishing Community Group is a recently launched incubation channel for Publishing@W3C. The goal of the group is to propose, document, and prototype features broadly related to: publications on the Web reading modes and systems and the user experience of publications The EPUB 3 Community Group has successfully completed the revision of EPUB 3.2. The Publishing Business Group fosters ongoing participation by members of the publishing industry and the overall ecosystem in the development of Web infrastructure to better support the needs of the industry. The Business Group serves as an additional conduit to the Publishing Working Group and several Community Groups for feedback between the publishing ecosystem and W3C. The Publishing BG has played a vital role in fostering and advancing the adoption and continued development of EPUB 3. In particular the BG provided critical support to the update of EPUBCheck to validate EPUB content to the new EPUB 3.2 specification. This resulted in the development, in conjunction with the EPUB3 Community Group, of a new generation of EPUBCheck, i.e., EPUBCheck 4.2 production-ready release. Media and Entertainment All Media specifications The Media and Entertainment vertical tracks media-related topics and features that create immersive experiences for end users. HTML5 brought standard audio and video elements to the Web. Standardization activities since then have aimed at turning the Web into a professional platform fully suitable for the delivery of media content and associated materials, enabling missing features to stream video content on the Web such as adaptive streaming and content protection. Together with Microsoft, Comcast, Netflix and Google, W3C received an Technology & Engineering Emmy Award in April 2019 for standardization of a full TV experience on the Web. Current goals are to: Reinforce core media technologies: Creation of the Media Working Group, to develop media-related specifications incubated in the WICG (e.g. Media Capabilities, Picture-in-picture, Media Session) and maintain maintain/evolve Media Source Extensions (MSE) and Encrypted Media Extensions (EME). Improve support for Media Timed Events: data cues incubation. Enhance color support (HDR, wide gamut), in scope of the CSS WG and in the Color on the Web CG. Reduce fragmentation: Continue annual releases of a common and testable baseline media devices, in scope of the Web Media APIs CG and in collaboration with the CTA WAVE Project. Maintain the Road-map of Media Technologies for the Web which highlights Web technologies that can be used to build media applications and services, as well as known gaps to enable additional use cases. Create the future: Discuss perspectives for Media and Entertainment for the Web. Bring the power of GPUs to the Web (graphics, machine learning, heavy processing), under incubation in the GPU for the Web CG. Transition to a Working Group is under discussion. Determine next steps after the successful W3C Workshop on Web Games of June 2019. View the report. Timed Text The Timed Text Working Group develops and maintains formats used for the representation of text synchronized with other timed media, like audio and video, and notably works on TTML, profiles of TTML, and WebVTT. Recent progress includes: A robust WebVTT implementation report poises the specification for publication as a proposed recommendation. Discussions around re-chartering, notably to add a TTML Profile for Audio Description deliverable to the scope of the group, and clarify that rendering of captions within XR content is also in scope. Immersive Web Hardware that enables Virtual Reality (VR) and Augmented Reality (AR) applications are now broadly available to consumers, offering an immersive computing platform with both new opportunities and challenges. The ability to interact directly with immersive hardware is critical to ensuring that the web is well equipped to operate as a first-class citizen in this environment. The Immersive Web Working Group has been stabilizing the WebXR Device API while the companion Immersive Web Community Group incubates the next series of features identified as key for the future of the Immersive Web. W3C plans a workshop focused on the needs and benefits at the intersection of VR & Accessibility (Inclusive XR), on 5-6 November 2019 in Seattle, WA, USA, to explore existing and future approaches on making Virtual and Augmented Reality experiences more inclusive. Web & Telecommunications The Web is the Open Platform for Mobile. Telecommunication service providers and network equipment providers have long been critical actors in the deployment of Web technologies. As the Web platform matures, it brings richer and richer capabilities to extend existing services to new users and devices, and propose new and innovative services. Real-Time Communications (WebRTC) All Real-Time Communications specifications WebRTC has reshaped the whole communication landscape by making any connected device a potential communication end-point, bringing audio and video communications anywhere, on any network, vastly expanding the ability of operators to reach their customers. WebRTC serves as the corner-stone of many online communication and collaboration services. The WebRTC Working Group aims to bringing WebRTC 1.0 (and companion specification Media Capture and Streams) to Recommendation by the end of 2019. Intense efforts are focused on testing (supported by a dedicated hackathon at IETF 104) and interoperability. The group is considering pushing features that have not gotten enough traction to separate modules or to a later minor revision of the spec. Beyond WebRTC 1.0, the WebRTC Working Group will focus its efforts on WebRTC NV which the group has started documenting by identifying use cases. Web & Networks Recently launched, in the wake of the May 2018 Web5G workshop, the Web & Networks Interest Group is chaired by representatives from AT&T, China Mobile and Intel, with a goal to explore solutions for web applications to achieve better performance and resource allocation, both on the device and network. The group's first efforts are around use cases, privacy & security requirements and liaisons. Automotive All Automotive specifications To create a rich application ecosystem for vehicles and other devices allowed to connect to the vehicle, the W3C Automotive Working Group is delivering a service specification to expose all common vehicle signals (engine temperature, fuel/charge level, range, tire pressure, speed, etc.) The Vehicle Information Service Specification (VISS), which is a Candidate Recommendation, is seeing more implementations across the industry. It provides the access method to a common data model for all the vehicle signals –presently encapsulating a thousand or so different data elements– and will be growing to accommodate the advances in automotive such as autonomous and driver assist technologies and electrification. The group is already working on a successor to VISS, leveraging the underlying data model and the VIWI submission from Volkswagen, for a more robust means of accessing vehicle signals information and the same paradigm for other automotive needs including location-based services, media, notifications and caching content. The Automotive and Web Platform Business Group acts as an incubator for prospective standards work. One of its task forces is using W3C VISS in performing data sampling and off-boarding the information to the cloud. Access to the wealth of information that W3C's auto signals standard exposes is of interest to regulators, urban planners, insurance companies, auto manufacturers, fleet managers and owners, service providers and others. In addition to components needed for data sampling and edge computing, capturing user and owner consent, information collection methods and handling of data are in scope. The upcoming W3C Workshop on Data Models for Transportation (September 2019) is expected to focus on the need of additional ontologies around transportation space. Web of Things All Web of Things specifications W3C's Web of Things work is designed to bridge disparate technology stacks to allow devices to work together and achieve scale, thus enabling the potential of the Internet of Things by eliminating fragmentation and fostering interoperability. Thing descriptions expressed in JSON-LD cover the behavior, interaction affordances, data schema, security configuration, and protocol bindings. The Web of Things complements existing IoT ecosystems to reduce the cost and risk for suppliers and consumers of applications that create value by combining multiple devices and information services. There are many sectors that will benefit, e.g. smart homes, smart cities, smart industry, smart agriculture, smart healthcare and many more. The Web of Things Working Group is finishing the initial Web of Things standards, with support from the Web of Things Interest Group: Web of Things Architecture Thing Descriptions Strengthening the Core of the Web HTML The HTML Working Group was chartered early June to assist the W3C community in raising issues and proposing solutions for the HTML and DOM specifications, and to produce W3C Recommendations from WHATWG Review Drafts. A few days before, W3C and the WHATWG signed a Memorandum of Understanding outlining the agreement to collaborate on the development of a single version of the HTML and DOM specifications. Issues and proposed solutions for HTML and DOM done via the newly rechartered HTML Working Group in the WHATWG repositories The HTML Working Group is targetting November 2019 to bring HTML and DOM to Candidate Recommendations. CSS All CSS specifications CSS is a critical part of the Open Web Platform. The CSS Working Group gathers requirements from two large groups of CSS users: the publishing industry and application developers. Within W3C, those groups are exemplified by the Publishing groups and the Web Platform Working Group. The former requires things like better pagination support and advanced font handling, the latter needs intelligent (and fast!) scrolling and animations. What we know as CSS is actually a collection of almost a hundred specifications, referred to as ‘modules’. The current state of CSS is defined by a snapshot, updated once a year. The group also publishes an index defining every term defined by CSS specifications. Fonts All Fonts specifications The Web Fonts Working Group develops specifications that allow the interoperable deployment of downloadable fonts on the Web, with a focus on Progressive Font Enrichment as well as maintenance of WOFF Recommendations. Recent and ongoing work includes: Early API experiments by Adobe and Monotype have demonstrated the feasibility of a font enrichment API, where a server delivers a font with minimal glyph repertoire and the client can query the full repertoire and request additional subsets on-the-fly. In other experiments, the Brotli compression used in WOFF 2 was extended to support shared dictionaries and patch update. Metrics to quantify improvement are a current hot discussion topic. The group will meet at ATypi 2019 in Japan, to gather requirements from the international typography community. The group will first produce a report summarizing the strengths and weaknesses of each prototype solution by Q2 2020. SVG All SVG specifications SVG is an important and widely-used part of the Open Web Platform. The SVG Working Group focuses on aligning the SVG 2.0 specification with browser implementations, having split the specification into a currently-implemented 2.0 and a forward-looking 2.1. Current activity is on stabilization, increased integration with the Open Web Platform, and test coverage analysis. The Working Group was rechartered in March 2019. A new work item concerns native (non-Web-browser) uses of SVG as a non-interactive, vector graphics format. Audio The Web Audio Working Group was extended to finish its work on the Web Audio API, expecting to publish it as a Recommendation by year end. The specification enables synthesizing audio in the browser. Audio operations are performed with audio nodes, which are linked together to form a modular audio routing graph. Multiple sources — with different types of channel layout — are supported. This modular design provides the flexibility to create complex audio functions with dynamic effects. The first version of Web Audio API is now feature complete and is implemented in all modern browsers. Work has started on the next version, and new features are being incubated in the Audio Community Group. Performance Web Performance All Web Performance specifications There are currently 18 specifications in development in the Web Performance Working Group aiming to provide methods to observe and improve aspects of application performance of user agent features and APIs. The W3C team is looking at related work incubated in the W3C GPU for the Web (WebGPU) Community Group which is poised to transition to a W3C Working Group. A preliminary draft charter is available. WebAssembly All WebAssembly specifications WebAssembly improves Web performance and power by being a virtual machine and execution environment enabling loaded pages to run native (compiled) code. It is deployed in Firefox, Edge, Safari and Chrome. The specification will soon reach Candidate Recommendation. WebAssembly enables near-native performance, optimized load time, and perhaps most importantly, a compilation target for existing code bases. While it has a small number of native types, much of the performance increase relative to Javascript derives from its use of consistent typing. WebAssembly leverages decades of optimization for compiled languages and the byte code is optimized for compactness and streaming (the web page starts executing while the rest of the code downloads). Network and API access all occurs through accompanying Javascript libraries -- the security model is identical to that of Javascript. Requirements gathering and language development occur in the Community Group while the Working Group manages test development, community review and progression of specifications on the Recommendation Track. Testing Browser testing plays a critical role in the growth of the Web by: Improving the reliability of Web technology definitions; Improving the quality of implementations of these technologies by helping vendors to detect bugs in their products; Improving the data available to Web developers on known bugs and deficiencies of Web technologies by publishing results of these tests. Browser Testing and Tools The Browser Testing and Tools Working Group is developing WebDriver version 2, having published last year the W3C Recommendation of WebDriver. WebDriver acts as a remote control interface that enables introspection and control of user agents, provides a platform- and language-neutral wire protocol as a way for out-of-process programs to remotely instruct the behavior of Web, and emulates the actions of a real person using the browser. WebPlatform Tests The WebPlatform Tests project now provides a mechanism which allows to fully automate tests that previously needed to be run manually: TestDriver. TestDriver enables sending trusted key and mouse events, sending complex series of trusted pointer and key interactions for things like in-content drag-and-drop or pinch zoom, and even file upload. Since 2014 W3C began work on this coordinated open-source effort to build a cross-browser test suite for the Web Platform, which WHATWG, and all major browsers adopted. Web of Data All Data specifications There have been several great success stories around the standardization of data on the web over the past year. Verifiable Claims seems to have significant uptake. It is also significant that the Distributed Identifier WG charter has received numerous favorable reviews, and was just recently launched. JSON-LD has been a major success with the large deployment on Web sites via schema.org. JSON-LD 1.1 completed technical work, about to transition to CR More than 25% of websites today include schema.org data in JSON-LD The Web of Things description is in CR since May, making use of JSON-LD Verifiable Credentials data model is in CR since July, also making use of JSON-LD Continued strong interest in decentralized identifiers Engagement from the TAG with reframing core documents, such as Ethical Web Principles, to include data on the web within their scope Data is increasingly important for all organizations, especially with the rise of IoT and Big Data. W3C has a mature and extensive suite of standards relating to data that were developed over two decades of experience, with plans for further work on making it easier for developers to work with graph data and knowledge graphs. Linked Data is about the use of URIs as names for things, the ability to dereference these URIs to get further information and to include links to other data. There are ever-increasing sources of open Linked Data on the Web, as well as data services that are restricted to the suppliers and consumers of those services. The digital transformation of industry is seeking to exploit advanced digital technologies. This will facilitate businesses to integrate horizontally along the supply and value chains, and vertically from the factory floor to the office floor. W3C is seeking to make it easier to support enterprise-wide data management and governance, reflecting the strategic importance of data to modern businesses. Traditional approaches to data have focused on tabular databases (SQL/RDBMS), Comma Separated Value (CSV) files, and data embedded in PDF documents and spreadsheets. We're now in midst of a major shift to graph data with nodes and labeled directed links between them. Graph data is: Faster than using SQL and associated JOIN operations More favorable to integrating data from heterogeneous sources Better suited to situations where the data model is evolving In the wake of the recent W3C Workshop on Graph Data we are in the process of launching a Graph Standardization Business Group to provide a business perspective with use cases and requirements, to coordinate technical standards work and liaisons with external organizations. Web for All Security, Privacy, Identity All Security specifications, all Privacy specifications Authentication on the Web As the WebAuthn Level 1 W3C Recommendation published last March is seeing wide implementation and adoption of strong cryptographic authentication, work is proceeding on Level 2. The open standard Web API gives native authentication technology built into native platforms, browsers, operating systems (including mobile) and hardware, offering protection against hacking, credential theft, phishing attacks, thus aiming to end the era of passwords as a security construct. You may read more in our March press release. Privacy An increasing number of W3C specifications are benefitting from Privacy and Security review; there are security and privacy aspects to every specification. Early review is essential. Working with the TAG, the Privacy Interest Group has updated the Self-Review Questionnaire: Security and Privacy. Other recent work of the group includes public blogging further to the exploration of anti-patterns in standards and permission prompts. Security The Web Application Security Working Group adopted Feature Policy, aiming to allow developers to selectively enable, disable, or modify the behavior of some of these browser features and APIs within their application; and Fetch Metadata, aiming to provide servers with enough information to make a priori decisions about whether or not to service a request based on the way it was made, and the context in which it will be used. The Web Payment Security Interest Group, launched last April, convenes members from W3C, EMVCo, and the FIDO Alliance to discuss cooperative work to enhance the security and interoperability of Web payments (read more about payments). Internationalization (i18n) All Internationalization specifications, educational articles related to Internationalization, spec developers checklist Only a quarter or so current Web users use English online and that proportion will continue to decrease as the Web reaches more and more communities of limited English proficiency. If the Web is to live up to the "World Wide" portion of its name, and for the Web to truly work for stakeholders all around the world engaging with content in various languages, it must support the needs of worldwide users as they engage with content in the various languages. The growth of epublishing also brings requirements for new features and improved typography on the Web. It is important to ensure the needs of local communities are captured. The W3C Internationalization Initiative was set up to increase in-house resources dedicated to accelerating progress in making the World Wide Web "worldwide" by gathering user requirements, supporting developers, and education & outreach. For an overview of current projects see the i18n radar. W3C's Internationalization efforts progressed on a number of fronts recently: Requirements: New African and European language groups will work on the gap analysis, errata and layout requirements. Gap analysis: Japanese, Devanagari, Bengali, Tamil, Lao, Khmer, Javanese, and Ethiopic updated in the gap-analysis documents. Layout requirements document: notable progress tracked in the Southeast Asian Task Force while work continues on Chinese layout requirements. Developer support: Spec reviews: the i18n WG continues active review of specifications of the WHATWG and other W3C Working Groups. Short review checklist: easy way to begin a self-review to help spec developers understand what aspects of their spec are likely to need attention for internationalization, and points them to more detailed checklists for the relevant topics. It also helps those reviewing specs for i18n issues. Strings on the Web: Language and Direction Metadata lays out issues and discusses potential solutions for passing information about language and direction with strings in JSON or other data formats. The document was rewritten for clarity, and expanded. The group is collaborating with the JSON-LD and Web Publishing groups to develop a plan for updating RDF, JSON-LD and related specifications to handle metadata for base direction of text (bidi). User-friendly test format: a new format was developed for Internationalization Test Suite tests, which displays helpful information about how the test works. This particularly useful because those tests are pointed to by educational materials and gap-analysis documents. Web Platform Tests: a large number of tests in the i18n test suite have been ported to the WPT repository, including: css-counter-styles, css-ruby, css-syntax, css-test, css-text-decor, css-writing-modes, and css-pseudo. Education & outreach: (for all educational materials, see the HTML & CSS Authoring Techniques) Web Accessibility All Accessibility specifications, WAI resources The Web Accessibility Initiative supports W3C's Web for All mission. Recent achievements include: Education and training: Inaccessibility of CAPTCHA updated to bring our analysis and recommendations up to date with CAPTCHA practice today, concluding two years of extensive work and invaluable input from the public (read more on the W3C Blog Learn why your web content and applications should be accessible. The Education and Outreach Working Group has completed revision and updating of the Business Case for Digital Accessibility. Accessibility guidelines: The Accessibility Guidelines Working Group has continued to update WCAG Techniques and Understanding WCAG 2.1; and published a Candidate Recommendation of Accessibility Conformance Testing Rules Format 1.0 to improve inter-rater reliability when evaluating conformance of web content to WCAG An updated charter is being developed to host work on "Silver", the next generation accessibility guidelines (WCAG 2.2) There are accessibility aspects to most specifications. Check your work with the FAST checklist. Outreach to the world W3C Developer Relations To foster the excellent feedback loop between Web Standards development and Web developers, and to grow participation from that diverse community, recent W3C Developer Relations activities include: @w3cdevs tracks the enormous amount of work happening across W3C W3C Track during the Web Conference 2019 in San Francisco Tech videos: W3C published the 2019 Web Games Workshop videos The 16 September 2019 Developer Meetup in Fukuoka, Japan, is open to all and will combine a set of technical demos prepared by W3C groups, and a series of talks on a selected set of W3C technologies and projects W3C is involved with Mozilla, Google, Samsung, Microsoft and Bocoup in the organization of ViewSource 2019 in Amsterdam (read more on the W3C Blog) W3C Training In partnership with EdX, W3C's MOOC training program, W3Cx offers a complete "Front-End Web Developer" (FEWD) professional certificate program that consists of a suite of five courses on the foundational languages that power the Web: HTML5, CSS and JavaScript. We count nearly 900K students from all over the world. Translations Many Web users rely on translations of documents developed at W3C whose official language is English. W3C is extremely grateful to the continuous efforts of its community in ensuring our various deliverables in general, and in our specifications in particular, are made available in other languages, for free, ensuring their exposure to a much more diverse set of readers. Last Spring we developed a more robust system, a new listing of translations of W3C specifications and updated the instructions on how to contribute to our translation efforts. W3C Liaisons Liaisons and coordination with numerous organizations and Standards Development Organizations (SDOs) is crucial for W3C to: make sure standards are interoperable coordinate our respective agenda in Internet governance: W3C participates in ICANN, GIPO, IGF, the I* organizations (ICANN, IETF, ISOC, IAB). ensure at the government liaison level that our standards work is officially recognized when important to our membership so that products based on them (often done by our members) are part of procurement orders. W3C has ARO/PAS status with ISO. W3C participates in the EU MSP and Rolling Plan on Standardization ensure the global set of Web and Internet standards form a compatible stack of technologies, at the technical and policy level (patent regime, fragmentation, use in policy making) promote Standards adoption equally by the industry, the public sector, and the public at large Coralie Mercier, Editor, W3C Marketing & Communications $Id: Overview.html,v 1.60 2019/10/15 12:05:52 coralie Exp $ Copyright © 2019 W3C ® (MIT, ERCIM, Keio, Beihang) Usage policies apply.
bideeen / Building A Trading Strategy With Pythontrading strategy is a fixed plan to go long or short in markets, there are two common trading strategies: the momentum strategy and the reversion strategy. Firstly, the momentum strategy is also called divergence or trend trading. When you follow this strategy, you do so because you believe the movement of a quantity will continue in its current direction. Stated differently, you believe that stocks have momentum or upward or downward trends, that you can detect and exploit. Some examples of this strategy are the moving average crossover, the dual moving average crossover, and turtle trading: The moving average crossover is when the price of an asset moves from one side of a moving average to the other. This crossover represents a change in momentum and can be used as a point of making the decision to enter or exit the market. You’ll see an example of this strategy, which is the “hello world” of quantitative trading later on in this tutorial. The dual moving average crossover occurs when a short-term average crosses a long-term average. This signal is used to identify that momentum is shifting in the direction of the short-term average. A buy signal is generated when the short-term average crosses the long-term average and rises above it, while a sell signal is triggered by a short-term average crossing long-term average and falling below it. Turtle trading is a popular trend following strategy that was initially taught by Richard Dennis. The basic strategy is to buy futures on a 20-day high and sell on a 20-day low. Secondly, the reversion strategy, which is also known as convergence or cycle trading. This strategy departs from the belief that the movement of a quantity will eventually reverse. This might seem a little bit abstract, but will not be so anymore when you take the example. Take a look at the mean reversion strategy, where you actually believe that stocks return to their mean and that you can exploit when it deviates from that mean. That already sounds a whole lot more practical, right? Another example of this strategy, besides the mean reversion strategy, is the pairs trading mean-reversion, which is similar to the mean reversion strategy. Whereas the mean reversion strategy basically stated that stocks return to their mean, the pairs trading strategy extends this and states that if two stocks can be identified that have a relatively high correlation, the change in the difference in price between the two stocks can be used to signal trading events if one of the two moves out of correlation with the other. That means that if the correlation between two stocks has decreased, the stock with the higher price can be considered to be in a short position. It should be sold because the higher-priced stock will return to the mean. The lower-priced stock, on the other hand, will be in a long position because the price will rise as the correlation will return to normal. Besides these two most frequent strategies, there are also other ones that you might come across once in a while, such as the forecasting strategy, which attempts to predict the direction or value of a stock, in this case, in subsequent future time periods based on certain historical factors. There’s also the High-Frequency Trading (HFT) strategy, which exploits the sub-millisecond market microstructure. That’s all music for the future for now; Let’s focus on developing your first trading strategy for now! A Simple Trading Strategy As you read above, you’ll start with the “hello world” of quantitative trading: the moving average crossover. The strategy that you’ll be developing is simple: you create two separate Simple Moving Averages (SMA) of a time series with differing lookback periods, let’s say, 40 days and 100 days. If the short moving average exceeds the long moving average then you go long, if the long moving average exceeds the short moving average then you exit. Remember that when you go long, you think that the stock price will go up and will sell at a higher price in the future (= buy signal); When you go short, you sell your stock, expecting that you can buy it back at a lower price and realize a profit (= sell signal). This simple strategy might seem quite complex when you’re just starting out, but let’s take this step by step: First define your two different lookback periods: a short window and a long window. You set up two variables and assign one integer per variable. Make sure that the integer that you assign to the short window is shorter than the integer that you assign to the long window variable! Next, make an empty signals DataFrame, but do make sure to copy the index of your aapl data so that you can start calculating the daily buy or sell signal for your aapl data. Create a column in your empty signals DataFrame that is named signal and initialize it by setting the value for all rows in this column to 0.0. After the preparatory work, it’s time to create the set of short and long simple moving averages over the respective long and short time windows. Make use of the rolling() function to start your rolling window calculations: within the function, specify the window and the min_period, and set the center argument. In practice, this will result in a rolling() function to which you have passed either short_window or long_window, 1 as the minimum number of observations in the window that are required to have a value, and False, so that the labels are not set at the center of the window. Next, don’t forget to also chain the mean() function so that you calculate the rolling mean. After you have calculated the mean average of the short and long windows, you should create a signal when the short moving average crosses the long moving average, but only for the period greater than the shortest moving average window. In Python, this will result in a condition: signals['short_mavg'][short_window:] > signals['long_mavg'][short_window:]. Note that you add the [short_window:] to comply with the condition “only for the period greater than the shortest moving average window”. When the condition is true, the initialized value 0.0 in the signal column will be overwritten with 1.0. A “signal” is created! If the condition is false, the original value of 0.0 will be kept and no signal is generated. You use the NumPy where() function to set up this condition. Much the same like you read just now, the variable to which you assign this result is signals['signal'][short_window], because you only want to create signals for the period greater than the shortest moving average window! Lastly, you take the difference of the signals in order to generate actual trading orders. In other words, in this column of your signals DataFrame, you’ll be able to distinguish between long and short positions, whether you’re buying or selling stock.
dkzwm / ItemDecorationsA dividers library for RecyclerView which use GridLayoutManager or LinearLayoutManager，when the RecyclerView used GridLayoutManager that supports Cross-Column feature.一款RecyclerView的分割线库，支持LinearLayoutManager和GridLayoutManager，当使用GridLayoutManager时支持跨行特性
lhai36366 / Lhai36366WPF Partial Trust Security Article 10 minutes to read In general, Internet applications should be restricted from having direct access to critical system resources, to prevent malicious damage. By default, HTML and client-side scripting languages are not able to access critical system resources. Because Windows Presentation Foundation (WPF) browser-hosted applications can be launched from the browser, they should conform to a similar set of restrictions. To enforce these restrictions, WPF relies on both Code Access Security (CAS) and ClickOnce (see WPF Security Strategy - Platform Security). By default, browser-hosted applications request the Internet zone CAS set of permissions, irrespective of whether they are launched from the Internet, the local intranet, or the local computer. Applications that run with anything less than the full set of permissions are said to be running with partial trust. WPF provides a wide variety of support to ensure that as much functionality as possible can be used safely in partial trust, and along with CAS, provides additional support for partial trust programming. This topic contains the following sections: WPF Feature Partial Trust Support Partial Trust Programming Managing Permissions WPF Feature Partial Trust Support The following table lists the high-level features of Windows Presentation Foundation (WPF) that are safe to use within the limits of the Internet zone permission set. Table 1: WPF Features that are Safe in Partial Trust Feature Area Feature General Browser Window Site of Origin Access IsolatedStorage (512KB Limit) UIAutomation Providers Commanding Input Method Editors (IMEs) Tablet Stylus and Ink Simulated Drag/Drop using Mouse Capture and Move Events OpenFileDialog XAML Deserialization (via XamlReader.Load) Web Integration Browser Download Dialog Top-Level User-Initiated Navigation mailto:links Uniform Resource Identifier Parameters HTTPWebRequest WPF Content Hosted in an IFRAME Hosting of Same-Site HTML Pages using Frame Hosting of Same Site HTML Pages using WebBrowser Web Services (ASMX) Web Services (using Windows Communication Foundation) Scripting Document Object Model Visuals 2D and 3D Animation Media (Site Of Origin and Cross-Domain) Imaging/Audio/Video Reading FlowDocuments XPS Documents Embedded & System Fonts CFF & TrueType Fonts Editing Spell Checking RichTextBox Plaintext and Ink Clipboard Support User-Initiated Paste Copying Selected Content Controls General Controls This table covers the WPF features at a high level. For more detailed information, the Windows Software Development Kit (SDK) documents the permissions that are required by each member in WPF. Additionally, the following features have more detailed information regarding partial trust execution, including special considerations. XAML (see XAML Overview (WPF)). Popups (see System.Windows.Controls.Primitives.Popup). Drag and Drop (see Drag and Drop Overview). Clipboard (see System.Windows.Clipboard). Imaging (see System.Windows.Controls.Image). Serialization (see XamlReader.Load, XamlWriter.Save). Open File Dialog Box (see Microsoft.Win32.OpenFileDialog). The following table outlines the WPF features that are not safe to run within the limits of the Internet zone permission set. Table 2: WPF Features that are Not Safe in Partial Trust Feature Area Feature General Window (Application Defined Windows and Dialog Boxes) SaveFileDialog File System Registry Access Drag and Drop XAML Serialization (via XamlWriter.Save) UIAutomation Clients Source Window Access (HwndHost) Full Speech Support Windows Forms Interoperability Visuals Bitmap Effects Image Encoding Editing Rich Text Format Clipboard Full XAML support Partial Trust Programming For XBAP applications, code that exceeds the default permission set will have different behavior depending on the security zone. In some cases, the user will receive a warning when they attempt to install it. The user can choose to continue or cancel the installation. The following table describes the behavior of the application for each security zone and what you have to do for the application to receive full trust. Security Zone Behavior Getting Full Trust Local computer Automatic full trust No action is needed. Intranet and trusted sites Prompt for full trust Sign the XBAP with a certificate so that the user sees the source in the prompt. Internet Fails with "Trust Not Granted" Sign the XBAP with a certificate. Note The behavior described in the previous table is for full trust XBAPs that do not follow the ClickOnce Trusted Deployment model. In general, code that may exceed the allowed permissions is likely to be common code that is shared between both standalone and browser-hosted applications. CAS and WPF offer several techniques for managing this scenario. Detecting Permissions Using CAS In some situations, it is possible for shared code in library assemblies to be used by both standalone applications and XBAPs. In these cases, code may execute functionality that could require more permissions than the application's awarded permission set allows. Your application can detect whether or not it has a certain permission by using Microsoft .NET Framework security. Specifically, it can test whether it has a specific permission by calling the Demand method on the instance of the desired permission. This is shown in the following example, which has code that queries for whether it has the ability to save a file to the local disk: Imports System.IO ' File, FileStream, StreamWriter Imports System.IO.IsolatedStorage ' IsolatedStorageFile Imports System.Security ' CodeAccesPermission, IsolatedStorageFileStream Imports System.Security.Permissions ' FileIOPermission, FileIOPermissionAccess Imports System.Windows ' MessageBox Namespace SDKSample Public Class FileHandling Public Sub Save() If IsPermissionGranted(New FileIOPermission(FileIOPermissionAccess.Write, "c:\newfile.txt")) Then ' Write to local disk Using stream As FileStream = File.Create("c:\newfile.txt") Using writer As New StreamWriter(stream) writer.WriteLine("I can write to local disk.") End Using End Using Else MessageBox.Show("I can't write to local disk.") End If End Sub ' Detect whether or not this application has the requested permission Private Function IsPermissionGranted(ByVal requestedPermission As CodeAccessPermission) As Boolean Try ' Try and get this permission requestedPermission.Demand() Return True Catch Return False End Try End Function ... End Class End Namespace using System.IO; // File, FileStream, StreamWriter using System.IO.IsolatedStorage; // IsolatedStorageFile using System.Security; // CodeAccesPermission, IsolatedStorageFileStream using System.Security.Permissions; // FileIOPermission, FileIOPermissionAccess using System.Windows; // MessageBox namespace SDKSample { public class FileHandling { public void Save() { if (IsPermissionGranted(new FileIOPermission(FileIOPermissionAccess.Write, @"c:\newfile.txt"))) { // Write to local disk using (FileStream stream = File.Create(@"c:\newfile.txt")) using (StreamWriter writer = new StreamWriter(stream)) { writer.WriteLine("I can write to local disk."); } } else { MessageBox.Show("I can't write to local disk."); } } // Detect whether or not this application has the requested permission bool IsPermissionGranted(CodeAccessPermission requestedPermission) { try { // Try and get this permission requestedPermission.Demand(); return true; } catch { return false; } } ... } } If an application does not have the desired permission, the call to Demand will throw a security exception. Otherwise, the permission has been granted. IsPermissionGranted encapsulates this behavior and returns true or false as appropriate. Graceful Degradation of Functionality Being able to detect whether code has the permission to do what it needs to do is interesting for code that can be executed from different zones. While detecting the zone is one thing, it is far better to provide an alternative for the user, if possible. For example, a full trust application typically enables users to create files anywhere they want, while a partial trust application can only create files in isolated storage. If the code to create a file exists in an assembly that is shared by both full trust (standalone) applications and partial trust (browser-hosted) applications, and both applications want users to be able to create files, the shared code should detect whether it is running in partial or full trust before creating a file in the appropriate location. The following code demonstrates both. Imports System.IO ' File, FileStream, StreamWriter Imports System.IO.IsolatedStorage ' IsolatedStorageFile Imports System.Security ' CodeAccesPermission Imports System.Security.Permissions ' FileIOPermission, FileIOPermissionAccess Imports System.Windows ' MessageBox Namespace SDKSample Public Class FileHandlingGraceful Public Sub Save() If IsPermissionGranted(New FileIOPermission(FileIOPermissionAccess.Write, "c:\newfile.txt")) Then ' Write to local disk Using stream As FileStream =tênthietbi:<hailuu(GT-19195)>phienban.android<4.4.2>capdovaloibaomat<2016-05-01>phienban.baseband<19195xxscQA3> File.Create("c:\newfile.txt") Using writer As New StreamWriter(stream) writer.WriteLine("I can write to local disk.") End Using End Using Else ' Persist application-scope property to ' isolated storage Dim storage As IsolatedStorageFile =phien.kernel<3.4.0-8086469>#¿¿¿¿¿#(#DPI@SWHC3707#1)¿¿¿¿¿WE¿JAN<4 20:32:33 KST2017¿¿¿¿¿>#sohieubantao#¿<kot49h.19195xxscQA3¿¿¿¿>#<trangthai.SE.cho"ANDROID"ENFORCING¿¿¿¿¿#<Sepf-9T-19195-4.4.2-0054>#¿¿¿¿¿-web¿an#<04 20:31:30 2017>¿¿¿¿¿#secureboo¿¿¿atus<¿#"type:SAMSUNG"¿¿¿¿¿#>| <?xml version="1.0" encoding="UTF-8"?> <feed xmlns="http://www.w3.org/2005/Atom" xmlns:media="http://search.yahoo.com/mrss/" xml:lang="en-US"> <id>tag:github.com,2008:/Hailuu3333</id> <link type="text/html" rel="alternate" href="https://github.com/Hailuu3333"/> <link type="application/atom+xml" rel="self" href="https://github.com/Hailuu3333.private.atom?token=AWURDBH7ASDDKL3TWM5OQS57363BS"/> <title>Private Feed for Hailuu3333</title> <updated>2022-01-03T17:58:47Z</updated> <entry> <id>tag:github.com,2008:PushEvent/19562318704</id> <published>2022-01-03T17:58:47Z</published> <updated>2022-01-03T17:58:47Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/e746e8910e...5e157d1ff0"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:58:47Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/5e157d1ff014dcb8f80f421cdd001bdec6fba990" rel="noreferrer">5e157d1</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update all browsers versions for PerformanceResourceTiming API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090544464" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14304" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14304/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14304" rel="noreferrer">#14304</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562301951</id> <published>2022-01-03T17:57:13Z</published> <updated>2022-01-03T17:57:13Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/ba5bbe1657...e746e8910e"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:57:13Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/e746e8910e7defdbf34cc9ef0e05965debe30f4f" rel="noreferrer">e746e89</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for PerformanceObserverEntryList API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090457391" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14301" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14301/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14301" rel="noreferrer">#14301</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562295899</id> <published>2022-01-03T17:56:39Z</published> <updated>2022-01-03T17:56:39Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/f52107082e...ba5bbe1657"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:56:39Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/ba5bbe16577941c22b7e69856f1dcfacbb5a3328" rel="noreferrer">ba5bbe1</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox versions for PerformanceMeasure API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090448000" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14299" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14299/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14299" rel="noreferrer">#14299</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562286119</id> <published>2022-01-03T17:55:43Z</published> <updated>2022-01-03T17:55:43Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/04b6bd0c15...f52107082e"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:55:43Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/f52107082e4f9ef8ac6e98b3f7dfd2795309d824" rel="noreferrer">f521070</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update all browsers versions for PerformanceMark API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090446499" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14298" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14298/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14298" rel="noreferrer">#14298</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562263337</id> <published>2022-01-03T17:53:34Z</published> <updated>2022-01-03T17:53:34Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/75674de739...04b6bd0c15"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:53:34Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/04b6bd0c157e737639b1ae7f94f30fa2168effa3" rel="noreferrer">04b6bd0</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for PerformanceEventTiming API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090443593" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14296" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14296/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14296" rel="noreferrer">#14296</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562241843</id> <published>2022-01-03T17:51:36Z</published> <updated>2022-01-03T17:51:36Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/29a6974a75...75674de739"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:51:36Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/75674de739775f3dd4cddef82d09b98c9a058cf9" rel="noreferrer">75674de</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox versions for api.PerformanceEventTiming.toJSON (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090445235" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14297" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14297/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14297" rel="noreferrer">#14297</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562237548</id> <published>2022-01-03T17:51:13Z</published> <updated>2022-01-03T17:51:13Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/bf39eba737...29a6974a75"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:51:13Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/29a6974a75547ca3bac6b24878bb0967c864f41a" rel="noreferrer">29a6974</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for api.OffscreenCanvasRenderingContext2D.can… </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562232818</id> <published>2022-01-03T17:50:48Z</published> <updated>2022-01-03T17:50:48Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/3eeeac9f61...bf39eba737"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:50:48Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/bf39eba7371b943fbe862dff0af4d0406729f94f" rel="noreferrer">bf39eba</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for OTPCredential API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090403975" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14290" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14290/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14290" rel="noreferrer">#14290</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19562188285</id> <published>2022-01-03T17:46:40Z</published> <updated>2022-01-03T17:46:40Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/4bff6425fa...3eeeac9f61"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:46:40Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/3eeeac9f61d756098fe70aeb24f502e6017750f4" rel="noreferrer">3eeeac9</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update all browsers versions for CanvasPattern API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089195844" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14202" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14202/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14202" rel="noreferrer">#14202</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561882855</id> <published>2022-01-03T17:19:44Z</published> <updated>2022-01-03T17:19:44Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/a74e1ff439...4bff6425fa"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:19:44Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/4bff6425faac6cbb58b15fc609993d960edd6827" rel="noreferrer">4bff642</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for NDEF APIs (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090332102" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14283" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14283/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14283" rel="noreferrer">#14283</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561829380</id> <published>2022-01-03T17:15:22Z</published> <updated>2022-01-03T17:15:22Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/edf64e0c97...a74e1ff439"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:15:22Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/a74e1ff4395fb92a0844164f5463d64632e7c2ca" rel="noreferrer">a74e1ff</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for MessageChannel API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090079194" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14272" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14272/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14272" rel="noreferrer">#14272</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561819576</id> <published>2022-01-03T17:14:35Z</published> <updated>2022-01-03T17:14:35Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/ebbed37e94...edf64e0c97"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:14:35Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/edf64e0c97fdfae1dc818946f8227ab94724d056" rel="noreferrer">edf64e0</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox Android versions for api.MediaStreamAudioSourceNode.me… </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561801160</id> <published>2022-01-03T17:13:04Z</published> <updated>2022-01-03T17:13:04Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/20fa4010c1...ebbed37e94"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:13:04Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/ebbed37e948956bcbc9022f49ef6f33abca74e46" rel="noreferrer">ebbed37</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for MediaKeyMessageEvent API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090075095" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14268" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14268/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14268" rel="noreferrer">#14268</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561788980</id> <published>2022-01-03T17:12:05Z</published> <updated>2022-01-03T17:12:05Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/d9a8229dc0...20fa4010c1"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:12:05Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/20fa4010c12cd5a0e74b1eb8cbea4d3afd89f264" rel="noreferrer">20fa401</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox Android versions for api.MediaElementAudioSourceNode.m… </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561782081</id> <published>2022-01-03T17:11:33Z</published> <updated>2022-01-03T17:11:33Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/219bae08f0...d9a8229dc0"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:11:33Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/d9a8229dc08bed161e100d25ca154375f0333fb3" rel="noreferrer">d9a8229</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for MediaDeviceInfo API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090073619" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14266" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14266/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14266" rel="noreferrer">#14266</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561757800</id> <published>2022-01-03T17:09:36Z</published> <updated>2022-01-03T17:09:36Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/77f4c09ac6...219bae08f0"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:09:36Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/219bae08f0ff3917c23d60cfa18d4701d8153d26" rel="noreferrer">219bae0</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Edge versions for KeyframeEffect API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1090071498" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14265" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14265/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14265" rel="noreferrer">#14265</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561683563</id> <published>2022-01-03T17:03:51Z</published> <updated>2022-01-03T17:03:51Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/8d3ddcf273...77f4c09ac6"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:03:51Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/77f4c09ac6f380764dc5af24fb460e2d8d2303e4" rel="noreferrer">77f4c09</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for IdleDetector API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089631424" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14258" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14258/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14258" rel="noreferrer">#14258</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561641770</id> <published>2022-01-03T17:00:42Z</published> <updated>2022-01-03T17:00:42Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/43b1c984e3...8d3ddcf273"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T17:00:42Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/8d3ddcf273becc09f9b9b36139326ca26eee4589" rel="noreferrer">8d3ddcf</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for HTMLQuoteElement API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089623277" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14256" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14256/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14256" rel="noreferrer">#14256</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561618310</id> <published>2022-01-03T16:58:55Z</published> <updated>2022-01-03T16:58:55Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/e0b6775007...43b1c984e3"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:58:55Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/43b1c984e3a15c611b0abc314cc8b0046664d3b5" rel="noreferrer">43b1c98</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update all browsers versions for HTMLFormControlsCollection API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089618163" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14253" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14253/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14253" rel="noreferrer">#14253</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561587537</id> <published>2022-01-03T16:56:25Z</published> <updated>2022-01-03T16:56:25Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/69f98959d0...e0b6775007"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:56:25Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/e0b67750076ad0d93393ccb085d1dc54d773253e" rel="noreferrer">e0b6775</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for api.HTMLElement.outerText (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089616978" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14252" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14252/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14252" rel="noreferrer">#14252</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561489898</id> <published>2022-01-03T16:48:36Z</published> <updated>2022-01-03T16:48:36Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/528d168175...69f98959d0"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:48:36Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/69f98959d01049d80574d185e8e74b11bacad813" rel="noreferrer">69f9895</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for HTMLCanvasElement API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089594658" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14251" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14251/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14251" rel="noreferrer">#14251</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561478464</id> <published>2022-01-03T16:47:42Z</published> <updated>2022-01-03T16:47:42Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/1c83c46f3b...528d168175"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:47:42Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/528d168175ca12effcb92663441b0bb5dba86c36" rel="noreferrer">528d168</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for GamepadHapticActuator API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089591518" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14250" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14250/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14250" rel="noreferrer">#14250</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561470552</id> <published>2022-01-03T16:47:04Z</published> <updated>2022-01-03T16:47:04Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/8988fadf71...1c83c46f3b"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:47:04Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/1c83c46f3b35669320196ee8ed4c058e6e27f81b" rel="noreferrer">1c83c46</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox Android versions for FormDataEvent API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089591110" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14249" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14249/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14249" rel="noreferrer">#14249</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561432212</id> <published>2022-01-03T16:44:01Z</published> <updated>2022-01-03T16:44:01Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/aee84e62b4...8988fadf71"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:44:01Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/8988fadf71141dc430fee7270277952475021227" rel="noreferrer">8988fad</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for FormData API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089590697" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14248" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14248/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14248" rel="noreferrer">#14248</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561367603</id> <published>2022-01-03T16:38:51Z</published> <updated>2022-01-03T16:38:51Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/ac60c669b9...aee84e62b4"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:38:51Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/aee84e62b43d1ef88fa59b157870bd2489d6586d" rel="noreferrer">aee84e6</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox Android versions for api.FetchEvent.handled (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089588080" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14245" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14245/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14245" rel="noreferrer">#14245</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561363029</id> <published>2022-01-03T16:38:29Z</published> <updated>2022-01-03T16:38:29Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/6e0eb31096...ac60c669b9"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:38:29Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/ac60c669b9fd4329e9d466de32b45535970748de" rel="noreferrer">ac60c66</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Chromium versions for FederatedCredential API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089587721" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14244" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14244/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14244" rel="noreferrer">#14244</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561354449</id> <published>2022-01-03T16:37:48Z</published> <updated>2022-01-03T16:37:48Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/625928c8b1...6e0eb31096"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:37:48Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/6e0eb31096b675addd01f2a4c7086881cf77b19e" rel="noreferrer">6e0eb31</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox versions for ExtendableMessageEvent API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089586405" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14243" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14243/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14243" rel="noreferrer">#14243</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561344598</id> <published>2022-01-03T16:37:00Z</published> <updated>2022-01-03T16:37:00Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/5f702b8587...625928c8b1"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:37:00Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/625928c8b125e9d7d4a86fa8c4e87ec3ff3cb69b" rel="noreferrer">625928c</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update WebView versions for ExtendableCookieChangeEvent API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089583771" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14242" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14242/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14242" rel="noreferrer">#14242</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561318915</id> <published>2022-01-03T16:35:01Z</published> <updated>2022-01-03T16:35:01Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/e68f72ae70...5f702b8587"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:35:01Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/5f702b8587e131920441b60a96e28b6b7324efe7" rel="noreferrer">5f702b8</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update Firefox versions for api.EventSource.EventSource (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089583044" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14241" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14241/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14241" rel="noreferrer">#14241</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> <entry> <id>tag:github.com,2008:PushEvent/19561277837</id> <published>2022-01-03T16:31:50Z</published> <updated>2022-01-03T16:31:50Z</updated> <link type="text/html" rel="alternate" href="https://github.com/mdn/browser-compat-data/compare/31a42b62de...e68f72ae70"/> <title type="html">foolip pushed to main in mdn/browser-compat-data</title> <author> <name>foolip</name> <uri>https://github.com/foolip</uri> </author> <media:thumbnail height="30" width="30" url="https://avatars.githubusercontent.com/u/498917?s=30&v=4"/> <content type="html"><div class="push"><div class="body"> <!-- push --> <div class="d-flex flex-items-baseline border-bottom color-border-muted py-3"> <span class="mr-2"><a class="d-inline-block" href="/foolip" rel="noreferrer"><img class="avatar avatar-user" src="https://avatars.githubusercontent.com/u/498917?s=64&amp;v=4" width="32" height="32" alt="@foolip"></a></span> <div class="d-flex flex-column width-full"> <div class=""> <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/foolip" rel="noreferrer">foolip</a> pushed to <a class="Link--primary no-underline wb-break-all text-bold d-inline-block" href="/mdn/browser-compat-data" rel="noreferrer">mdn/browser-compat-data</a> <span class="color-fg-muted no-wrap f6 ml-1"> <relative-time datetime="2022-01-03T16:31:50Z" class="no-wrap">Jan 3, 2022</relative-time> </span> <div class="Box p-3 mt-2 "> <span>1 commit to</span> <a class="branch-name" href="/mdn/browser-compat-data/tree/main" rel="noreferrer">main</a> <div class="commits "> <ul class="list-style-none"> <li class="d-flex flex-items-baseline"> <span title="queengooborg"> <a class="d-inline-block" href="/queengooborg" rel="noreferrer"><img class="mr-1 avatar-user" src="https://avatars.githubusercontent.com/u/5179191?s=32&amp;v=4" width="16" height="16" alt="@queengooborg"></a> </span> <code><a class="mr-1" href="/mdn/browser-compat-data/commit/e68f72ae70c99bb9c5be7489cce03c6e4d44c8f7" rel="noreferrer">e68f72a</a></code> <div class="dashboard-break-word lh-condensed"> <blockquote> Update all browsers versions for Event API (<a class="issue-link js-issue-link" data-error-text="Failed to load title" data-id="1089581729" data-permission-text="Title is private" data-url="https://github.com/mdn/browser-compat-data/issues/14239" data-hovercard-type="pull_request" data-hovercard-url="/mdn/browser-compat-data/pull/14239/hovercard" href="https://github.com/mdn/browser-compat-data/pull/14239" rel="noreferrer">#14239</a>) </blockquote> </div> </li> </ul> </div> </div> </div> </div> </div> </div></div></content> </entry> </feed> IsolatedStorageFile.GetUserStoreForApplication() Using stream As New IsolatedStorageFileStream("newfile.txt", FileMode.Create, storage) Using writer As New StreamWriter(stream) writer.WriteLine("I can write to Isolated Storage") End Using End Using End If End Sub ' Detect whether or not this application has the requested permission Private Function IsPermissionGranted(ByVal requestedPermission As CodeAccessPermission) As Boolean Try ' Try and get this permission requestedPermission.Demand() Return True Catch Return False End Try End Function ... End Class End Namespace using System.IO; // File, FileStream, StreamWriter using System.IO.IsolatedStorage; // IsolatedStorageFile using System.Security; // CodeAccesPermission using System.Security.Permissions; // FileIOPermission, FileIOPermissionAccess using System.Windows; // MessageBox namespace SDKSample { public class FileHandlingGraceful { public void Save() { if (IsPermissionGranted(new FileIOPermission(FileIOPermissionAccess.Write, @"c:\newfile.txt"))) { // Write to local disk using (FileStream stream = File.Create(@"c:\newfile.txt")) using (StreamWriter writer = new StreamWriter(stream)) { writer.WriteLine("I can write to local disk."); } } else { // Persist application-scope property to // isolated storage IsolatedStorageFile storage = IsolatedStorageFile.GetUserStoreForApplication(); using (IsolatedStorageFileStream stream = new IsolatedStorageFileStream("newfile.txt", FileMode.Create, storage)) using (StreamWriter writer = new StreamWriter(stream)) { writer.WriteLine("I can write to Isolated Storage"); } } } // Detect whether or not this application has the requested permission bool IsPermissionGranted(CodeAccessPermission requestedPermission) { try { // Try and get this permission requestedPermission.Demand(); return true; } catch { return false; } } ... } } In many cases, you should be able to find a partial trust alternative. In a controlled environment, such as an intranet, custom managed frameworks can be installed across the client base into the global assembly cache (GAC). These libraries can execute code that requires full trust, and be referenced from applications that are only allowed partial trust by using AllowPartiallyTrustedCallersAttribute (for more information, see Security (WPF) and WPF Security Strategy - Platform Security). Browser Host Detection Using CAS to check for permissions is a suitable technique when you need to check on a per-permission basis. Although, this technique depends on catching exceptions as a part of normal processing, which is not recommended in general and can have performance issues. Instead, if your XAML browser application (XBAP) only runs within the Internet zone sandbox, you can use the BrowserInteropHelper.IsBrowserHosted property, which returns true for XAML browser applications (XBAPs). Note IsBrowserHosted only distinguishes whether an application is running in a browser, not which set of permissions an application is running with. Managing Permissions By default, XBAPs run with partial trust (default Internet zone permission set). However, depending on the requirements of the application, it is possible to change the set of permissions from the default. For example, if an XBAPs is launched from a local intranet, it can take advantage of an increased permission set, which is shown in the following table. Table 3: LocalIntranet and Internet Permissions Permission Attribute LocalIntranet Internet DNS Access DNS servers Yes No Environment Variables Read Yes No File Dialogs Open Yes Yes File Dialogs Unrestricted Yes No Isolated Storage Assembly isolation by user Yes No Isolated Storage Unknown isolation Yes Yes Isolated Storage Unlimited user quota Yes No Media Safe audio, video, and images Yes Yes Printing Default printing Yes No Printing Safe printing Yes Yes Reflection Emit Yes No Security Managed code execution Yes Yes Security Assert granted permissions Yes No User Interface Unrestricted Yes No User Interface Safe top level windows Yes Yes User Interface Own Clipboard Yes Yes Web Browser Safe frame navigation to HTML Yes Yes Note Cut and Paste is only allowed in partial trust when user initiated. If you need to increase permissions, you need to change the project settings and the ClickOnce application manifest. For more information, see WPF XAML Browser Applications Overview. The following documents may also be helpful. Mage.exe (Manifest Generation and Editing Tool). MageUI.exe (Manifest Generation and Editing Tool, Graphical Client). Securing ClickOnce Applications. If your XBAP requires full trust, you can use the same tools to increase the requested permissions. Although an XBAP will only receive full trust if it is installed on and launched from the local computer, the intranet, or from a URL that is listed in the browser's trusted or allowed sites. If the application is installed from the intranet or a trusted site, the user will receive the standard ClickOnce prompt notifying them of the elevated permissions. The user can choose to continue or cancel the installation. Alternatively, you can use the ClickOnce Trusted Deployment model for full trust deployment from any security zone. For more information, see Trusted Application Deployment Overview and Security (WPF). See Also Concepts Security (WPF) WPF Security Strategy - Platform Security WPF Security Strategy - Security Engineering Theme Previous Version Docs Blog Contribute Privacy & Cookies Terms of Use Trademarks © Microsoft 2021
Aryia-Behroziuan / NumpyQuickstart tutorial Prerequisites Before reading this tutorial you should know a bit of Python. If you would like to refresh your memory, take a look at the Python tutorial. If you wish to work the examples in this tutorial, you must also have some software installed on your computer. Please see https://scipy.org/install.html for instructions. Learner profile This tutorial is intended as a quick overview of algebra and arrays in NumPy and want to understand how n-dimensional (n>=2) arrays are represented and can be manipulated. In particular, if you don’t know how to apply common functions to n-dimensional arrays (without using for-loops), or if you want to understand axis and shape properties for n-dimensional arrays, this tutorial might be of help. Learning Objectives After this tutorial, you should be able to: Understand the difference between one-, two- and n-dimensional arrays in NumPy; Understand how to apply some linear algebra operations to n-dimensional arrays without using for-loops; Understand axis and shape properties for n-dimensional arrays. The Basics NumPy’s main object is the homogeneous multidimensional array. It is a table of elements (usually numbers), all of the same type, indexed by a tuple of non-negative integers. In NumPy dimensions are called axes. For example, the coordinates of a point in 3D space [1, 2, 1] has one axis. That axis has 3 elements in it, so we say it has a length of 3. In the example pictured below, the array has 2 axes. The first axis has a length of 2, the second axis has a length of 3. [[ 1., 0., 0.], [ 0., 1., 2.]] NumPy’s array class is called ndarray. It is also known by the alias array. Note that numpy.array is not the same as the Standard Python Library class array.array, which only handles one-dimensional arrays and offers less functionality. The more important attributes of an ndarray object are: ndarray.ndim the number of axes (dimensions) of the array. ndarray.shape the dimensions of the array. This is a tuple of integers indicating the size of the array in each dimension. For a matrix with n rows and m columns, shape will be (n,m). The length of the shape tuple is therefore the number of axes, ndim. ndarray.size the total number of elements of the array. This is equal to the product of the elements of shape. ndarray.dtype an object describing the type of the elements in the array. One can create or specify dtype’s using standard Python types. Additionally NumPy provides types of its own. numpy.int32, numpy.int16, and numpy.float64 are some examples. ndarray.itemsize the size in bytes of each element of the array. For example, an array of elements of type float64 has itemsize 8 (=64/8), while one of type complex32 has itemsize 4 (=32/8). It is equivalent to ndarray.dtype.itemsize. ndarray.data the buffer containing the actual elements of the array. Normally, we won’t need to use this attribute because we will access the elements in an array using indexing facilities. An example >>> import numpy as np a = np.arange(15).reshape(3, 5) a array([[ 0, 1, 2, 3, 4], [ 5, 6, 7, 8, 9], [10, 11, 12, 13, 14]]) a.shape (3, 5) a.ndim 2 a.dtype.name 'int64' a.itemsize 8 a.size 15 type(a) <class 'numpy.ndarray'> b = np.array([6, 7, 8]) b array([6, 7, 8]) type(b) <class 'numpy.ndarray'> Array Creation There are several ways to create arrays. For example, you can create an array from a regular Python list or tuple using the array function. The type of the resulting array is deduced from the type of the elements in the sequences. >>> >>> import numpy as np >>> a = np.array([2,3,4]) >>> a array([2, 3, 4]) >>> a.dtype dtype('int64') >>> b = np.array([1.2, 3.5, 5.1]) >>> b.dtype dtype('float64') A frequent error consists in calling array with multiple arguments, rather than providing a single sequence as an argument. >>> >>> a = np.array(1,2,3,4) # WRONG Traceback (most recent call last): ... TypeError: array() takes from 1 to 2 positional arguments but 4 were given >>> a = np.array([1,2,3,4]) # RIGHT array transforms sequences of sequences into two-dimensional arrays, sequences of sequences of sequences into three-dimensional arrays, and so on. >>> >>> b = np.array([(1.5,2,3), (4,5,6)]) >>> b array([[1.5, 2. , 3. ], [4. , 5. , 6. ]]) The type of the array can also be explicitly specified at creation time: >>> >>> c = np.array( [ [1,2], [3,4] ], dtype=complex ) >>> c array([[1.+0.j, 2.+0.j], [3.+0.j, 4.+0.j]]) Often, the elements of an array are originally unknown, but its size is known. Hence, NumPy offers several functions to create arrays with initial placeholder content. These minimize the necessity of growing arrays, an expensive operation. The function zeros creates an array full of zeros, the function ones creates an array full of ones, and the function empty creates an array whose initial content is random and depends on the state of the memory. By default, the dtype of the created array is float64. >>> >>> np.zeros((3, 4)) array([[0., 0., 0., 0.], [0., 0., 0., 0.], [0., 0., 0., 0.]]) >>> np.ones( (2,3,4), dtype=np.int16 ) # dtype can also be specified array([[[1, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1]], [[1, 1, 1, 1], [1, 1, 1, 1], [1, 1, 1, 1]]], dtype=int16) >>> np.empty( (2,3) ) # uninitialized array([[ 3.73603959e-262, 6.02658058e-154, 6.55490914e-260], # may vary [ 5.30498948e-313, 3.14673309e-307, 1.00000000e+000]]) To create sequences of numbers, NumPy provides the arange function which is analogous to the Python built-in range, but returns an array. >>> >>> np.arange( 10, 30, 5 ) array([10, 15, 20, 25]) >>> np.arange( 0, 2, 0.3 ) # it accepts float arguments array([0. , 0.3, 0.6, 0.9, 1.2, 1.5, 1.8]) When arange is used with floating point arguments, it is generally not possible to predict the number of elements obtained, due to the finite floating point precision. For this reason, it is usually better to use the function linspace that receives as an argument the number of elements that we want, instead of the step: >>> >>> from numpy import pi >>> np.linspace( 0, 2, 9 ) # 9 numbers from 0 to 2 array([0. , 0.25, 0.5 , 0.75, 1. , 1.25, 1.5 , 1.75, 2. ]) >>> x = np.linspace( 0, 2*pi, 100 ) # useful to evaluate function at lots of points >>> f = np.sin(x) See also array, zeros, zeros_like, ones, ones_like, empty, empty_like, arange, linspace, numpy.random.Generator.rand, numpy.random.Generator.randn, fromfunction, fromfile Printing Arrays When you print an array, NumPy displays it in a similar way to nested lists, but with the following layout: the last axis is printed from left to right, the second-to-last is printed from top to bottom, the rest are also printed from top to bottom, with each slice separated from the next by an empty line. One-dimensional arrays are then printed as rows, bidimensionals as matrices and tridimensionals as lists of matrices. >>> >>> a = np.arange(6) # 1d array >>> print(a) [0 1 2 3 4 5] >>> >>> b = np.arange(12).reshape(4,3) # 2d array >>> print(b) [[ 0 1 2] [ 3 4 5] [ 6 7 8] [ 9 10 11]] >>> >>> c = np.arange(24).reshape(2,3,4) # 3d array >>> print(c) [[[ 0 1 2 3] [ 4 5 6 7] [ 8 9 10 11]] [[12 13 14 15] [16 17 18 19] [20 21 22 23]]] See below to get more details on reshape. If an array is too large to be printed, NumPy automatically skips the central part of the array and only prints the corners: >>> >>> print(np.arange(10000)) [ 0 1 2 ... 9997 9998 9999] >>> >>> print(np.arange(10000).reshape(100,100)) [[ 0 1 2 ... 97 98 99] [ 100 101 102 ... 197 198 199] [ 200 201 202 ... 297 298 299] ... [9700 9701 9702 ... 9797 9798 9799] [9800 9801 9802 ... 9897 9898 9899] [9900 9901 9902 ... 9997 9998 9999]] To disable this behaviour and force NumPy to print the entire array, you can change the printing options using set_printoptions. >>> >>> np.set_printoptions(threshold=sys.maxsize) # sys module should be imported Basic Operations Arithmetic operators on arrays apply elementwise. A new array is created and filled with the result. >>> >>> a = np.array( [20,30,40,50] ) >>> b = np.arange( 4 ) >>> b array([0, 1, 2, 3]) >>> c = a-b >>> c array([20, 29, 38, 47]) >>> b**2 array([0, 1, 4, 9]) >>> 10*np.sin(a) array([ 9.12945251, -9.88031624, 7.4511316 , -2.62374854]) >>> a<35 array([ True, True, False, False]) Unlike in many matrix languages, the product operator * operates elementwise in NumPy arrays. The matrix product can be performed using the @ operator (in python >=3.5) or the dot function or method: >>> >>> A = np.array( [[1,1], ... [0,1]] ) >>> B = np.array( [[2,0], ... [3,4]] ) >>> A * B # elementwise product array([[2, 0], [0, 4]]) >>> A @ B # matrix product array([[5, 4], [3, 4]]) >>> A.dot(B) # another matrix product array([[5, 4], [3, 4]]) Some operations, such as += and *=, act in place to modify an existing array rather than create a new one. >>> >>> rg = np.random.default_rng(1) # create instance of default random number generator >>> a = np.ones((2,3), dtype=int) >>> b = rg.random((2,3)) >>> a *= 3 >>> a array([[3, 3, 3], [3, 3, 3]]) >>> b += a >>> b array([[3.51182162, 3.9504637 , 3.14415961], [3.94864945, 3.31183145, 3.42332645]]) >>> a += b # b is not automatically converted to integer type Traceback (most recent call last): ... numpy.core._exceptions.UFuncTypeError: Cannot cast ufunc 'add' output from dtype('float64') to dtype('int64') with casting rule 'same_kind' When operating with arrays of different types, the type of the resulting array corresponds to the more general or precise one (a behavior known as upcasting). >>> >>> a = np.ones(3, dtype=np.int32) >>> b = np.linspace(0,pi,3) >>> b.dtype.name 'float64' >>> c = a+b >>> c array([1. , 2.57079633, 4.14159265]) >>> c.dtype.name 'float64' >>> d = np.exp(c*1j) >>> d array([ 0.54030231+0.84147098j, -0.84147098+0.54030231j, -0.54030231-0.84147098j]) >>> d.dtype.name 'complex128' Many unary operations, such as computing the sum of all the elements in the array, are implemented as methods of the ndarray class. >>> >>> a = rg.random((2,3)) >>> a array([[0.82770259, 0.40919914, 0.54959369], [0.02755911, 0.75351311, 0.53814331]]) >>> a.sum() 3.1057109529998157 >>> a.min() 0.027559113243068367 >>> a.max() 0.8277025938204418 By default, these operations apply to the array as though it were a list of numbers, regardless of its shape. However, by specifying the axis parameter you can apply an operation along the specified axis of an array: >>> >>> b = np.arange(12).reshape(3,4) >>> b array([[ 0, 1, 2, 3], [ 4, 5, 6, 7], [ 8, 9, 10, 11]]) >>> >>> b.sum(axis=0) # sum of each column array([12, 15, 18, 21]) >>> >>> b.min(axis=1) # min of each row array([0, 4, 8]) >>> >>> b.cumsum(axis=1) # cumulative sum along each row array([[ 0, 1, 3, 6], [ 4, 9, 15, 22], [ 8, 17, 27, 38]]) Universal Functions NumPy provides familiar mathematical functions such as sin, cos, and exp. In NumPy, these are called “universal functions”(ufunc). Within NumPy, these functions operate elementwise on an array, producing an array as output. >>> >>> B = np.arange(3) >>> B array([0, 1, 2]) >>> np.exp(B) array([1. , 2.71828183, 7.3890561 ]) >>> np.sqrt(B) array([0. , 1. , 1.41421356]) >>> C = np.array([2., -1., 4.]) >>> np.add(B, C) array([2., 0., 6.]) See also all, any, apply_along_axis, argmax, argmin, argsort, average, bincount, ceil, clip, conj, corrcoef, cov, cross, cumprod, cumsum, diff, dot, floor, inner, invert, lexsort, max, maximum, mean, median, min, minimum, nonzero, outer, prod, re, round, sort, std, sum, trace, transpose, var, vdot, vectorize, where Indexing, Slicing and Iterating One-dimensional arrays can be indexed, sliced and iterated over, much like lists and other Python sequences. >>> >>> a = np.arange(10)**3 >>> a array([ 0, 1, 8, 27, 64, 125, 216, 343, 512, 729]) >>> a[2] 8 >>> a[2:5] array([ 8, 27, 64]) # equivalent to a[0:6:2] = 1000; # from start to position 6, exclusive, set every 2nd element to 1000 >>> a[:6:2] = 1000 >>> a array([1000, 1, 1000, 27, 1000, 125, 216, 343, 512, 729]) >>> a[ : :-1] # reversed a array([ 729, 512, 343, 216, 125, 1000, 27, 1000, 1, 1000]) >>> for i in a: ... print(i**(1/3.)) ... 9.999999999999998 1.0 9.999999999999998 3.0 9.999999999999998 4.999999999999999 5.999999999999999 6.999999999999999 7.999999999999999 8.999999999999998 Multidimensional arrays can have one index per axis. These indices are given in a tuple separated by commas: >>> >>> def f(x,y): ... return 10*x+y ... >>> b = np.fromfunction(f,(5,4),dtype=int) >>> b array([[ 0, 1, 2, 3], [10, 11, 12, 13], [20, 21, 22, 23], [30, 31, 32, 33], [40, 41, 42, 43]]) >>> b[2,3] 23 >>> b[0:5, 1] # each row in the second column of b array([ 1, 11, 21, 31, 41]) >>> b[ : ,1] # equivalent to the previous example array([ 1, 11, 21, 31, 41]) >>> b[1:3, : ] # each column in the second and third row of b array([[10, 11, 12, 13], [20, 21, 22, 23]]) When fewer indices are provided than the number of axes, the missing indices are considered complete slices: >>> >>> b[-1] # the last row. Equivalent to b[-1,:] array([40, 41, 42, 43]) The expression within brackets in b[i] is treated as an i followed by as many instances of : as needed to represent the remaining axes. NumPy also allows you to write this using dots as b[i,...]. The dots (...) represent as many colons as needed to produce a complete indexing tuple. For example, if x is an array with 5 axes, then x[1,2,...] is equivalent to x[1,2,:,:,:], x[...,3] to x[:,:,:,:,3] and x[4,...,5,:] to x[4,:,:,5,:]. >>> >>> c = np.array( [[[ 0, 1, 2], # a 3D array (two stacked 2D arrays) ... [ 10, 12, 13]], ... [[100,101,102], ... [110,112,113]]]) >>> c.shape (2, 2, 3) >>> c[1,...] # same as c[1,:,:] or c[1] array([[100, 101, 102], [110, 112, 113]]) >>> c[...,2] # same as c[:,:,2] array([[ 2, 13], [102, 113]]) Iterating over multidimensional arrays is done with respect to the first axis: >>> >>> for row in b: ... print(row) ... [0 1 2 3] [10 11 12 13] [20 21 22 23] [30 31 32 33] [40 41 42 43] However, if one wants to perform an operation on each element in the array, one can use the flat attribute which is an iterator over all the elements of the array: >>> >>> for element in b.flat: ... print(element) ... 0 1 2 3 10 11 12 13 20 21 22 23 30 31 32 33 40 41 42 43 See also Indexing, Indexing (reference), newaxis, ndenumerate, indices Shape Manipulation Changing the shape of an array An array has a shape given by the number of elements along each axis: >>> >>> a = np.floor(10*rg.random((3,4))) >>> a array([[3., 7., 3., 4.], [1., 4., 2., 2.], [7., 2., 4., 9.]]) >>> a.shape (3, 4) The shape of an array can be changed with various commands. Note that the following three commands all return a modified array, but do not change the original array: >>> >>> a.ravel() # returns the array, flattened array([3., 7., 3., 4., 1., 4., 2., 2., 7., 2., 4., 9.]) >>> a.reshape(6,2) # returns the array with a modified shape array([[3., 7.], [3., 4.], [1., 4.], [2., 2.], [7., 2.], [4., 9.]]) >>> a.T # returns the array, transposed array([[3., 1., 7.], [7., 4., 2.], [3., 2., 4.], [4., 2., 9.]]) >>> a.T.shape (4, 3) >>> a.shape (3, 4) The order of the elements in the array resulting from ravel() is normally “C-style”, that is, the rightmost index “changes the fastest”, so the element after a[0,0] is a[0,1]. If the array is reshaped to some other shape, again the array is treated as “C-style”. NumPy normally creates arrays stored in this order, so ravel() will usually not need to copy its argument, but if the array was made by taking slices of another array or created with unusual options, it may need to be copied. The functions ravel() and reshape() can also be instructed, using an optional argument, to use FORTRAN-style arrays, in which the leftmost index changes the fastest. The reshape function returns its argument with a modified shape, whereas the ndarray.resize method modifies the array itself: >>> >>> a array([[3., 7., 3., 4.], [1., 4., 2., 2.], [7., 2., 4., 9.]]) >>> a.resize((2,6)) >>> a array([[3., 7., 3., 4., 1., 4.], [2., 2., 7., 2., 4., 9.]]) If a dimension is given as -1 in a reshaping operation, the other dimensions are automatically calculated: >>> >>> a.reshape(3,-1) array([[3., 7., 3., 4.], [1., 4., 2., 2.], [7., 2., 4., 9.]]) See also ndarray.shape, reshape, resize, ravel Stacking together different arrays Several arrays can be stacked together along different axes: >>> >>> a = np.floor(10*rg.random((2,2))) >>> a array([[9., 7.], [5., 2.]]) >>> b = np.floor(10*rg.random((2,2))) >>> b array([[1., 9.], [5., 1.]]) >>> np.vstack((a,b)) array([[9., 7.], [5., 2.], [1., 9.], [5., 1.]]) >>> np.hstack((a,b)) array([[9., 7., 1., 9.], [5., 2., 5., 1.]]) The function column_stack stacks 1D arrays as columns into a 2D array. It is equivalent to hstack only for 2D arrays: >>> >>> from numpy import newaxis >>> np.column_stack((a,b)) # with 2D arrays array([[9., 7., 1., 9.], [5., 2., 5., 1.]]) >>> a = np.array([4.,2.]) >>> b = np.array([3.,8.]) >>> np.column_stack((a,b)) # returns a 2D array array([[4., 3.], [2., 8.]]) >>> np.hstack((a,b)) # the result is different array([4., 2., 3., 8.]) >>> a[:,newaxis] # view `a` as a 2D column vector array([[4.], [2.]]) >>> np.column_stack((a[:,newaxis],b[:,newaxis])) array([[4., 3.], [2., 8.]]) >>> np.hstack((a[:,newaxis],b[:,newaxis])) # the result is the same array([[4., 3.], [2., 8.]]) On the other hand, the function row_stack is equivalent to vstack for any input arrays. In fact, row_stack is an alias for vstack: >>> >>> np.column_stack is np.hstack False >>> np.row_stack is np.vstack True In general, for arrays with more than two dimensions, hstack stacks along their second axes, vstack stacks along their first axes, and concatenate allows for an optional arguments giving the number of the axis along which the concatenation should happen. Note In complex cases, r_ and c_ are useful for creating arrays by stacking numbers along one axis. They allow the use of range literals (“:”) >>> >>> np.r_[1:4,0,4] array([1, 2, 3, 0, 4]) When used with arrays as arguments, r_ and c_ are similar to vstack and hstack in their default behavior, but allow for an optional argument giving the number of the axis along which to concatenate. See also hstack, vstack, column_stack, concatenate, c_, r_ Splitting one array into several smaller ones Using hsplit, you can split an array along its horizontal axis, either by specifying the number of equally shaped arrays to return, or by specifying the columns after which the division should occur: >>> >>> a = np.floor(10*rg.random((2,12))) >>> a array([[6., 7., 6., 9., 0., 5., 4., 0., 6., 8., 5., 2.], [8., 5., 5., 7., 1., 8., 6., 7., 1., 8., 1., 0.]]) # Split a into 3 >>> np.hsplit(a,3) [array([[6., 7., 6., 9.], [8., 5., 5., 7.]]), array([[0., 5., 4., 0.], [1., 8., 6., 7.]]), array([[6., 8., 5., 2.], [1., 8., 1., 0.]])] # Split a after the third and the fourth column >>> np.hsplit(a,(3,4)) [array([[6., 7., 6.], [8., 5., 5.]]), array([[9.], [7.]]), array([[0., 5., 4., 0., 6., 8., 5., 2.], [1., 8., 6., 7., 1., 8., 1., 0.]])] vsplit splits along the vertical axis, and array_split allows one to specify along which axis to split. Copies and Views When operating and manipulating arrays, their data is sometimes copied into a new array and sometimes not. This is often a source of confusion for beginners. There are three cases: No Copy at All Simple assignments make no copy of objects or their data. >>> >>> a = np.array([[ 0, 1, 2, 3], ... [ 4, 5, 6, 7], ... [ 8, 9, 10, 11]]) >>> b = a # no new object is created >>> b is a # a and b are two names for the same ndarray object True Python passes mutable objects as references, so function calls make no copy. >>> >>> def f(x): ... print(id(x)) ... >>> id(a) # id is a unique identifier of an object 148293216 # may vary >>> f(a) 148293216 # may vary View or Shallow Copy Different array objects can share the same data. The view method creates a new array object that looks at the same data. >>> >>> c = a.view() >>> c is a False >>> c.base is a # c is a view of the data owned by a True >>> c.flags.owndata False >>> >>> c = c.reshape((2, 6)) # a's shape doesn't change >>> a.shape (3, 4) >>> c[0, 4] = 1234 # a's data changes >>> a array([[ 0, 1, 2, 3], [1234, 5, 6, 7], [ 8, 9, 10, 11]]) Slicing an array returns a view of it: >>> >>> s = a[ : , 1:3] # spaces added for clarity; could also be written "s = a[:, 1:3]" >>> s[:] = 10 # s[:] is a view of s. Note the difference between s = 10 and s[:] = 10 >>> a array([[ 0, 10, 10, 3], [1234, 10, 10, 7], [ 8, 10, 10, 11]]) Deep Copy The copy method makes a complete copy of the array and its data. >>> >>> d = a.copy() # a new array object with new data is created >>> d is a False >>> d.base is a # d doesn't share anything with a False >>> d[0,0] = 9999 >>> a array([[ 0, 10, 10, 3], [1234, 10, 10, 7], [ 8, 10, 10, 11]]) Sometimes copy should be called after slicing if the original array is not required anymore. For example, suppose a is a huge intermediate result and the final result b only contains a small fraction of a, a deep copy should be made when constructing b with slicing: >>> >>> a = np.arange(int(1e8)) >>> b = a[:100].copy() >>> del a # the memory of ``a`` can be released. If b = a[:100] is used instead, a is referenced by b and will persist in memory even if del a is executed. Functions and Methods Overview Here is a list of some useful NumPy functions and methods names ordered in categories. See Routines for the full list. Array Creation arange, array, copy, empty, empty_like, eye, fromfile, fromfunction, identity, linspace, logspace, mgrid, ogrid, ones, ones_like, r_, zeros, zeros_like Conversions ndarray.astype, atleast_1d, atleast_2d, atleast_3d, mat Manipulations array_split, column_stack, concatenate, diagonal, dsplit, dstack, hsplit, hstack, ndarray.item, newaxis, ravel, repeat, reshape, resize, squeeze, swapaxes, take, transpose, vsplit, vstack Questions all, any, nonzero, where Ordering argmax, argmin, argsort, max, min, ptp, searchsorted, sort Operations choose, compress, cumprod, cumsum, inner, ndarray.fill, imag, prod, put, putmask, real, sum Basic Statistics cov, mean, std, var Basic Linear Algebra cross, dot, outer, linalg.svd, vdot Less Basic Broadcasting rules Broadcasting allows universal functions to deal in a meaningful way with inputs that do not have exactly the same shape. The first rule of broadcasting is that if all input arrays do not have the same number of dimensions, a “1” will be repeatedly prepended to the shapes of the smaller arrays until all the arrays have the same number of dimensions. The second rule of broadcasting ensures that arrays with a size of 1 along a particular dimension act as if they had the size of the array with the largest shape along that dimension. The value of the array element is assumed to be the same along that dimension for the “broadcast” array. After application of the broadcasting rules, the sizes of all arrays must match. More details can be found in Broadcasting. Advanced indexing and index tricks NumPy offers more indexing facilities than regular Python sequences. In addition to indexing by integers and slices, as we saw before, arrays can be indexed by arrays of integers and arrays of booleans. Indexing with Arrays of Indices >>> >>> a = np.arange(12)**2 # the first 12 square numbers >>> i = np.array([1, 1, 3, 8, 5]) # an array of indices >>> a[i] # the elements of a at the positions i array([ 1, 1, 9, 64, 25]) >>> >>> j = np.array([[3, 4], [9, 7]]) # a bidimensional array of indices >>> a[j] # the same shape as j array([[ 9, 16], [81, 49]]) When the indexed array a is multidimensional, a single array of indices refers to the first dimension of a. The following example shows this behavior by converting an image of labels into a color image using a palette. >>> >>> palette = np.array([[0, 0, 0], # black ... [255, 0, 0], # red ... [0, 255, 0], # green ... [0, 0, 255], # blue ... [255, 255, 255]]) # white >>> image = np.array([[0, 1, 2, 0], # each value corresponds to a color in the palette ... [0, 3, 4, 0]]) >>> palette[image] # the (2, 4, 3) color image array([[[ 0, 0, 0], [255, 0, 0], [ 0, 255, 0], [ 0, 0, 0]], [[ 0, 0, 0], [ 0, 0, 255], [255, 255, 255], [ 0, 0, 0]]]) We can also give indexes for more than one dimension. The arrays of indices for each dimension must have the same shape. >>> >>> a = np.arange(12).reshape(3,4) >>> a array([[ 0, 1, 2, 3], [ 4, 5, 6, 7], [ 8, 9, 10, 11]]) >>> i = np.array([[0, 1], # indices for the first dim of a ... [1, 2]]) >>> j = np.array([[2, 1], # indices for the second dim ... [3, 3]]) >>> >>> a[i, j] # i and j must have equal shape array([[ 2, 5], [ 7, 11]]) >>> >>> a[i, 2] array([[ 2, 6], [ 6, 10]]) >>> >>> a[:, j] # i.e., a[ : , j] array([[[ 2, 1], [ 3, 3]], [[ 6, 5], [ 7, 7]], [[10, 9], [11, 11]]]) In Python, arr[i, j] is exactly the same as arr[(i, j)]—so we can put i and j in a tuple and then do the indexing with that. >>> >>> l = (i, j) # equivalent to a[i, j] >>> a[l] array([[ 2, 5], [ 7, 11]]) However, we can not do this by putting i and j into an array, because this array will be interpreted as indexing the first dimension of a. >>> >>> s = np.array([i, j]) # not what we want >>> a[s] Traceback (most recent call last): File "<stdin>", line 1, in <module> IndexError: index 3 is out of bounds for axis 0 with size 3 # same as a[i, j] >>> a[tuple(s)] array([[ 2, 5], [ 7, 11]]) Another common use of indexing with arrays is the search of the maximum value of time-dependent series: >>> >>> time = np.linspace(20, 145, 5) # time scale >>> data = np.sin(np.arange(20)).reshape(5,4) # 4 time-dependent series >>> time array([ 20. , 51.25, 82.5 , 113.75, 145. ]) >>> data array([[ 0. , 0.84147098, 0.90929743, 0.14112001], [-0.7568025 , -0.95892427, -0.2794155 , 0.6569866 ], [ 0.98935825, 0.41211849, -0.54402111, -0.99999021], [-0.53657292, 0.42016704, 0.99060736, 0.65028784], [-0.28790332, -0.96139749, -0.75098725, 0.14987721]]) # index of the maxima for each series >>> ind = data.argmax(axis=0) >>> ind array([2, 0, 3, 1]) # times corresponding to the maxima >>> time_max = time[ind] >>> >>> data_max = data[ind, range(data.shape[1])] # => data[ind[0],0], data[ind[1],1]... >>> time_max array([ 82.5 , 20. , 113.75, 51.25]) >>> data_max array([0.98935825, 0.84147098, 0.99060736, 0.6569866 ]) >>> np.all(data_max == data.max(axis=0)) True You can also use indexing with arrays as a target to assign to: >>> >>> a = np.arange(5) >>> a array([0, 1, 2, 3, 4]) >>> a[[1,3,4]] = 0 >>> a array([0, 0, 2, 0, 0]) However, when the list of indices contains repetitions, the assignment is done several times, leaving behind the last value: >>> >>> a = np.arange(5) >>> a[[0,0,2]]=[1,2,3] >>> a array([2, 1, 3, 3, 4]) This is reasonable enough, but watch out if you want to use Python’s += construct, as it may not do what you expect: >>> >>> a = np.arange(5) >>> a[[0,0,2]]+=1 >>> a array([1, 1, 3, 3, 4]) Even though 0 occurs twice in the list of indices, the 0th element is only incremented once. This is because Python requires “a+=1” to be equivalent to “a = a + 1”. Indexing with Boolean Arrays When we index arrays with arrays of (integer) indices we are providing the list of indices to pick. With boolean indices the approach is different; we explicitly choose which items in the array we want and which ones we don’t. The most natural way one can think of for boolean indexing is to use boolean arrays that have the same shape as the original array: >>> >>> a = np.arange(12).reshape(3,4) >>> b = a > 4 >>> b # b is a boolean with a's shape array([[False, False, False, False], [False, True, True, True], [ True, True, True, True]]) >>> a[b] # 1d array with the selected elements array([ 5, 6, 7, 8, 9, 10, 11]) This property can be very useful in assignments: >>> >>> a[b] = 0 # All elements of 'a' higher than 4 become 0 >>> a array([[0, 1, 2, 3], [4, 0, 0, 0], [0, 0, 0, 0]]) You can look at the following example to see how to use boolean indexing to generate an image of the Mandelbrot set: >>> import numpy as np import matplotlib.pyplot as plt def mandelbrot( h,w, maxit=20 ): """Returns an image of the Mandelbrot fractal of size (h,w).""" y,x = np.ogrid[ -1.4:1.4:h*1j, -2:0.8:w*1j ] c = x+y*1j z = c divtime = maxit + np.zeros(z.shape, dtype=int) for i in range(maxit): z = z**2 + c diverge = z*np.conj(z) > 2**2 # who is diverging div_now = diverge & (divtime==maxit) # who is diverging now divtime[div_now] = i # note when z[diverge] = 2 # avoid diverging too much return divtime plt.imshow(mandelbrot(400,400)) ../_images/quickstart-1.png The second way of indexing with booleans is more similar to integer indexing; for each dimension of the array we give a 1D boolean array selecting the slices we want: >>> >>> a = np.arange(12).reshape(3,4) >>> b1 = np.array([False,True,True]) # first dim selection >>> b2 = np.array([True,False,True,False]) # second dim selection >>> >>> a[b1,:] # selecting rows array([[ 4, 5, 6, 7], [ 8, 9, 10, 11]]) >>> >>> a[b1] # same thing array([[ 4, 5, 6, 7], [ 8, 9, 10, 11]]) >>> >>> a[:,b2] # selecting columns array([[ 0, 2], [ 4, 6], [ 8, 10]]) >>> >>> a[b1,b2] # a weird thing to do array([ 4, 10]) Note that the length of the 1D boolean array must coincide with the length of the dimension (or axis) you want to slice. In the previous example, b1 has length 3 (the number of rows in a), and b2 (of length 4) is suitable to index the 2nd axis (columns) of a. The ix_() function The ix_ function can be used to combine different vectors so as to obtain the result for each n-uplet. For example, if you want to compute all the a+b*c for all the triplets taken from each of the vectors a, b and c: >>> >>> a = np.array([2,3,4,5]) >>> b = np.array([8,5,4]) >>> c = np.array([5,4,6,8,3]) >>> ax,bx,cx = np.ix_(a,b,c) >>> ax array([[[2]], [[3]], [[4]], [[5]]]) >>> bx array([[[8], [5], [4]]]) >>> cx array([[[5, 4, 6, 8, 3]]]) >>> ax.shape, bx.shape, cx.shape ((4, 1, 1), (1, 3, 1), (1, 1, 5)) >>> result = ax+bx*cx >>> result array([[[42, 34, 50, 66, 26], [27, 22, 32, 42, 17], [22, 18, 26, 34, 14]], [[43, 35, 51, 67, 27], [28, 23, 33, 43, 18], [23, 19, 27, 35, 15]], [[44, 36, 52, 68, 28], [29, 24, 34, 44, 19], [24, 20, 28, 36, 16]], [[45, 37, 53, 69, 29], [30, 25, 35, 45, 20], [25, 21, 29, 37, 17]]]) >>> result[3,2,4] 17 >>> a[3]+b[2]*c[4] 17 You could also implement the reduce as follows: >>> >>> def ufunc_reduce(ufct, *vectors): ... vs = np.ix_(*vectors) ... r = ufct.identity ... for v in vs: ... r = ufct(r,v) ... return r and then use it as: >>> >>> ufunc_reduce(np.add,a,b,c) array([[[15, 14, 16, 18, 13], [12, 11, 13, 15, 10], [11, 10, 12, 14, 9]], [[16, 15, 17, 19, 14], [13, 12, 14, 16, 11], [12, 11, 13, 15, 10]], [[17, 16, 18, 20, 15], [14, 13, 15, 17, 12], [13, 12, 14, 16, 11]], [[18, 17, 19, 21, 16], [15, 14, 16, 18, 13], [14, 13, 15, 17, 12]]]) The advantage of this version of reduce compared to the normal ufunc.reduce is that it makes use of the Broadcasting Rules in order to avoid creating an argument array the size of the output times the number of vectors. Indexing with strings See Structured arrays. Linear Algebra Work in progress. Basic linear algebra to be included here. Simple Array Operations See linalg.py in numpy folder for more. >>> >>> import numpy as np >>> a = np.array([[1.0, 2.0], [3.0, 4.0]]) >>> print(a) [[1. 2.] [3. 4.]] >>> a.transpose() array([[1., 3.], [2., 4.]]) >>> np.linalg.inv(a) array([[-2. , 1. ], [ 1.5, -0.5]]) >>> u = np.eye(2) # unit 2x2 matrix; "eye" represents "I" >>> u array([[1., 0.], [0., 1.]]) >>> j = np.array([[0.0, -1.0], [1.0, 0.0]]) >>> j @ j # matrix product array([[-1., 0.], [ 0., -1.]]) >>> np.trace(u) # trace 2.0 >>> y = np.array([[5.], [7.]]) >>> np.linalg.solve(a, y) array([[-3.], [ 4.]]) >>> np.linalg.eig(j) (array([0.+1.j, 0.-1.j]), array([[0.70710678+0.j , 0.70710678-0.j ], [0. -0.70710678j, 0. +0.70710678j]])) Parameters: square matrix Returns The eigenvalues, each repeated according to its multiplicity. The normalized (unit "length") eigenvectors, such that the column ``v[:,i]`` is the eigenvector corresponding to the eigenvalue ``w[i]`` . Tricks and Tips Here we give a list of short and useful tips. “Automatic” Reshaping To change the dimensions of an array, you can omit one of the sizes which will then be deduced automatically: >>> >>> a = np.arange(30) >>> b = a.reshape((2, -1, 3)) # -1 means "whatever is needed" >>> b.shape (2, 5, 3) >>> b array([[[ 0, 1, 2], [ 3, 4, 5], [ 6, 7, 8], [ 9, 10, 11], [12, 13, 14]], [[15, 16, 17], [18, 19, 20], [21, 22, 23], [24, 25, 26], [27, 28, 29]]]) Vector Stacking How do we construct a 2D array from a list of equally-sized row vectors? In MATLAB this is quite easy: if x and y are two vectors of the same length you only need do m=[x;y]. In NumPy this works via the functions column_stack, dstack, hstack and vstack, depending on the dimension in which the stacking is to be done. For example: >>> >>> x = np.arange(0,10,2) >>> y = np.arange(5) >>> m = np.vstack([x,y]) >>> m array([[0, 2, 4, 6, 8], [0, 1, 2, 3, 4]]) >>> xy = np.hstack([x,y]) >>> xy array([0, 2, 4, 6, 8, 0, 1, 2, 3, 4]) The logic behind those functions in more than two dimensions can be strange. See also NumPy for Matlab users Histograms The NumPy histogram function applied to an array returns a pair of vectors: the histogram of the array and a vector of the bin edges. Beware: matplotlib also has a function to build histograms (called hist, as in Matlab) that differs from the one in NumPy. The main difference is that pylab.hist plots the histogram automatically, while numpy.histogram only generates the data. >>> import numpy as np rg = np.random.default_rng(1) import matplotlib.pyplot as plt # Build a vector of 10000 normal deviates with variance 0.5^2 and mean 2 mu, sigma = 2, 0.5 v = rg.normal(mu,sigma,10000) # Plot a normalized histogram with 50 bins plt.hist(v, bins=50, density=1) # matplotlib version (plot) # Compute the histogram with numpy and then plot it (n, bins) = np.histogram(v, bins=50, density=True) # NumPy version (no plot) plt.plot(.5*(bins[1:]+bins[:-1]), n) ../_images/quickstart-2.png Further reading The Python tutorial NumPy Reference SciPy Tutorial SciPy Lecture Notes A matlab, R, IDL, NumPy/SciPy dictionary © Copyright 2008-2020, The SciPy community. Last updated on Jun 29, 2020. Created using Sphinx 2.4.4.
AshenOneme / CCSC Prediction Inverse DesignThis repository contains the source code for the paper titled "Prediction of Mechanical Properties and Inverse Design of Columns with Complex Cross-Sections Based on Deep Learning"
ghostintheshell-192 / Sheet AtlasCross-platform desktop app to search, compare, normalize and analyze Excel files. Data regions, column-level type correction, in-place export. Built with .NET 8 + Avalonia UI.
Jai-Agarwal-04 / Sentiment Analysis With InsightsSentiment Analysis with Insights using NLP and Dash This project show the sentiment analysis of text data using NLP and Dash. I used Amazon reviews dataset to train the model and further scrap the reviews from Etsy.com in order to test my model. Prerequisites: Python3 Amazon Dataset (3.6GB) Anaconda How this project was made? This project has been built using Python3 to help predict the sentiments with the help of Machine Learning and an interactive dashboard to test reviews. To start, I downloaded the dataset and extracted the JSON file. Next, I took out a portion of 7,92,000 reviews equally distributed into chunks of 24000 reviews using pandas. The chunks were then combined into a single CSV file called balanced_reviews.csv. This balanced_reviews.csv served as the base for training my model which was filtered on the basis of review greater than 3 and less than 3. Further, this filtered data was vectorized using TF_IDF vectorizer. After training the model to a 90% accuracy, the reviews were scrapped from Etsy.com in order to test our model. Finally, I built a dashboard in which we can check the sentiments based on input given by the user or can check the sentiments of reviews scrapped from the website. What is CountVectorizer? CountVectorizer is a great tool provided by the scikit-learn library in Python. It is used to transform a given text into a vector on the basis of the frequency (count) of each word that occurs in the entire text. This is helpful when we have multiple such texts, and we wish to convert each word in each text into vectors (for using in further text analysis). CountVectorizer creates a matrix in which each unique word is represented by a column of the matrix, and each text sample from the document is a row in the matrix. The value of each cell is nothing but the count of the word in that particular text sample. What is TF-IDF Vectorizer? TF-IDF stands for Term Frequency - Inverse Document Frequency and is a statistic that aims to better define how important a word is for a document, while also taking into account the relation to other documents from the same corpus. This is performed by looking at how many times a word appears into a document while also paying attention to how many times the same word appears in other documents in the corpus. The rationale behind this is the following: a word that frequently appears in a document has more relevancy for that document, meaning that there is higher probability that the document is about or in relation to that specific word a word that frequently appears in more documents may prevent us from finding the right document in a collection; the word is relevant either for all documents or for none. Either way, it will not help us filter out a single document or a small subset of documents from the whole set. So then TF-IDF is a score which is applied to every word in every document in our dataset. And for every word, the TF-IDF value increases with every appearance of the word in a document, but is gradually decreased with every appearance in other documents. What is Plotly Dash? Dash is a productive Python framework for building web analytic applications. Written on top of Flask, Plotly.js, and React.js, Dash is ideal for building data visualization apps with highly custom user interfaces in pure Python. It's particularly suited for anyone who works with data in Python. Dash apps are rendered in the web browser. You can deploy your apps to servers and then share them through URLs. Since Dash apps are viewed in the web browser, Dash is inherently cross-platform and mobile ready. Dash is an open source library, released under the permissive MIT license. Plotly develops Dash and offers a platform for managing Dash apps in an enterprise environment. What is Web Scrapping? Web scraping is a term used to describe the use of a program or algorithm to extract and process large amounts of data from the web. Running the project Step 1: Download the dataset and extract the JSON data in your project folder. Make a folder filtered_chunks and run the data_extraction.py file. This will extract data from the JSON file into equal sized chunks and then combine them into a single CSV file called balanced_reviews.csv. Step 2: Run the data_cleaning_preprocessing_and_vectorizing.py file. This will clean and filter out the data. Next the filtered data will be fed to the TF-IDF Vectorizer and then the model will be pickled in a trained_model.pkl file and the Vocabulary of the trained model will be stored as vocab.pkl. Keep these two files in a folder named model_files. Step 3: Now run the etsy_review_scrapper.py file. Adjust the range of pages and product to be scrapped as it might take a long long time to process. A small sized data is sufficient to check the accuracy of our model. The scrapped data will be stored in csv as well as db file. Step 4: Finally, run the app.py file that will start up the Dash server and we can check the working of our model either by typing or either by selecting the preloaded scrapped reviews.
luuhwy / VNECVNEC: A Vectorized Non-Empty Column Format for SpMV on cross-platform multicore CPUs
aliriahi90 / Machine Learning Classification Regression Twitter BuzzBuzz Prediction on Twitter: Buzz Prediction on Twitter Project Description: There are two different datasets for Regression and Classification tasks. Right-most column in both the datasets is a dependent variable i.e. buzz. Data description files are also provided for both the datasets. Deciding which dataset is for which task is part of the project. Read data into Jupyter notebook, use pandas to import data into a data frame. Preprocess data: Explore data, check for missing data and apply data scaling. Justify the type of scaling used. Regression Task: Apply all the regression models you've learned so far. If your model has a scaling parameter(s) use Grid Search to find the best scaling parameter. Use plots and graphs to help you get a better glimpse of the results. Then use cross-validation to find average training and testing score. Your submission should have at least the following regression models: KNN regressor, linear regression, Ridge, Lasso, polynomial regression, SVM both simple and with kernels. Finally, find the best regressor for this dataset and train your model on the entire dataset using the best parameters and predict buzz for the test_set. Classification Task: Decide about a good evaluation strategy and justify your choice. Find best parameters for the following classification models: KNN classification, Logistic Regression, Linear Support Vector Machine, Kernelized Support Vector Machine, Decision Tree. Which model gives the best results? Buzz Prediction on Twitter Project Description: Use same datasets as Project 2. Run all the models only on 10% data. Use code given in Project 2 for sampling. Preprocess data: Explore data and apply data scaling. Regression Task: Apply any two models with bagging and any two models with pasting. Apply any two models with adaboost boosting Apply one model with gradient boosting Apply PCA on data and then apply all the models in project 2 again on data you get from PCA. Compare your results with results in project 2. You don't need to apply all the models twice. Just copy the result table from project 2, prepare similar table for all the models after PCA and compare both tables. Does PCA help in getting better results? Apply deep learning models covered in class Classification Task: Apply four voting classifiers - two with hard voting and two with soft voting Apply any two models with bagging and any two models with pasting. Apply any two models with adaboost boosting Apply one model with gradient boosting Apply PCA on data and then apply all the models in project 2 again on data you get from PCA. Compare your results with results in project 2. You don't need to apply all the models twice. Just copy the result table from project 2, prepare similar table for all the models after PCA and compare both tables. Does PCA help in getting better results? Apply deep learning models covered in class
Epistates / OpensesameA cross-platform library for opening files in text editors with line:column positioning support
shashwat23 / Titanic Survival PredictionTitanic-Machine-Learning-from-Disaster This repository contains a machine learning project for predicting survival of passengers who travelled on Titanic Ship in 1912. Problem Description- This project highlights my approach to the introductory machine learning competition on Kaggle website- Titanic: Machine Learning from Disaster [1]. The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1502 out of 2224 passengers and crew. This sensational tragedy shocked the international community and led to better safety regulations for ships. One of the reasons that the shipwreck led to such loss of life was that there were not enough lifeboats for the passengers and crew. Although there was some element of luck involved in surviving the sinking, some groups of people were more likely to survive than others, such as women, children, and the upper-class. This project analyses which people were likely to survive. In particular, tools of machine learning have been used to predict which passengers survived the tragedy. Project Description This project has been made in Python v3.4. It uses various data processing, visualisation and machine learning packages such as numpy, pandas, matplotlib, scikit-learn etc. which should be installed if the code is run on a local machine. The project uses a 5 step process (general procedure) for it's predicting task which is as follows [2]: Perform a statistical analysis of the data and look over it's characteristics such as data type of columns, number of instances, correlation of each attribute with the output variable, finding mean and other information about data, correlation matrix etc. After performing statistical analysis, do a visual analysis by plotting the data. Do analyse the scatter_matrix, plot box plots etc. so as to know which attributes are relevant and which are not. Remove irrelevant attributes from the dataset for further analysis. Make a list of all machine learning algorithms that can give good prediction results and spot check each one of them (apply each one of them on the dataset) to find which one is better for prediction. Use k-fold cross validation to calculate performance characteristics of each of the learners (accuracy, precision, recall, area under ROC curve etc.). Take some of the good performing algorithms and perform a grid search/ randomised search over it's hyperparameters to find the optimal hyperparameters for the prediction task. Ensure that the optimal hyperparameters do not overfit the data, by performing k-fold cross validations on learners using these tuned hyperparametes as well. Use an ensemble or Voting Classifier on the above selected algorithms to achieve better performance or use any one of the above algorithm directly to perform predictions. Keep iterating over the above steps again and again and tune them according to the need so as to achieve better performance. File Description titanic_predictor - contains python code for predicting survival. my_solution.csv - contains sample output file generated from algorithm. train.csv- contains training data test.csv - contains testing data for making predictions readme.md - for guide to this project.
anandjha90 / Income QualificationDESCRIPTION Identify the level of income qualification needed for the families in Latin America. Problem Statement Scenario: Many social programs have a hard time ensuring that the right people are given enough aid. It’s tricky when a program focuses on the poorest segment of the population. This segment of the population can’t provide the necessary income and expense records to prove that they qualify. In Latin America, a popular method called Proxy Means Test (PMT) uses an algorithm to verify income qualification. With PMT, agencies use a model that considers a family’s observable household attributes like the material of their walls and ceiling or the assets found in their homes to classify them and predict their level of need. While this is an improvement, accuracy remains a problem as the region’s population grows and poverty declines. The Inter-American Development Bank (IDB)believes that new methods beyond traditional econometrics, based on a dataset of Costa Rican household characteristics, might help improve PMT’s performance. Following actions should be performed: Identify the output variable. Understand the type of data. Check if there are any biases in your dataset. Check whether all members of the house have the same poverty level. Check if there is a house without a family head. Set poverty level of the members and the head of the house within a family. Count how many null values are existing in columns. Remove null value rows of the target variable. Predict the accuracy using random forest classifier. Check the accuracy using random forest with cross validation.
RohithM191 / TSNE On Amazon Fine Food Reviews DatasetAmazon-Food-Reviews-Analysis-and-Modelling Using Various Machine Learning Models Performed Exploratory Data Analysis, Data Cleaning, Data Visualization and Text Featurization(BOW, tfidf, Word2Vec). Build several ML models like KNN, Naive Bayes, Logistic Regression, SVM, Random Forest, GBDT, LSTM(RNNs) etc. Objective: Given a text review, determine the sentiment of the review whether its positive or negative. Data Source: https://www.kaggle.com/snap/amazon-fine-food-reviews About Dataset The Amazon Fine Food Reviews dataset consists of reviews of fine foods from Amazon. Number of reviews: 568,454 Number of users: 256,059 Number of products: 74,258 Timespan: Oct 1999 - Oct 2012 Number of Attributes/Columns in data: 10 Attribute Information: Id ProductId - unique identifier for the product UserId - unqiue identifier for the user ProfileName HelpfulnessNumerator - number of users who found the review helpful HelpfulnessDenominator - number of users who indicated whether they found the review helpful or not Score - rating between 1 and 5 Time - timestamp for the review Summary - brief summary of the review Text - text of the review 1 Amazon Food Reviews EDA, NLP, Text Preprocessing and Visualization using TSNE Defined Problem Statement Performed Exploratory Data Analysis(EDA) on Amazon Fine Food Reviews Dataset plotted Word Clouds, Distplots, Histograms, etc. Performed Data Cleaning & Data Preprocessing by removing unneccesary and duplicates rows and for text reviews removed html tags, punctuations, Stopwords and Stemmed the words using Porter Stemmer Documented the concepts clearly Plotted TSNE plots for Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec 2 KNN Applied K-Nearest Neighbour on Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec Used both brute & kd-tree implementation of KNN Evaluated the test data on various performance metrics like accuracy also plotted Confusion matrix using seaborne Conclusions: KNN is a very slow Algorithm takes very long time to train. Best Accuracy is achieved by Avg Word2Vec Featurization which is of 89.38%. Both kd-tree and brute algorithms of KNN gives comparatively similar results. Overall KNN was not that good for this dataset. 3 Naive Bayes Applied Naive Bayes using Bernoulli NB and Multinomial NB on Different Featurization of Data viz. BOW(uni-gram), tfidf. Evaluated the test data on various performance metrics like accuracy, f1-score, precision, recall,etc. also plotted Confusion matrix using seaborne Printed Top 25 Important Features for both Negative and Positive Reviews Conclusions: Naive Bayes is much faster algorithm than KNN The performance of bernoulli naive bayes is way much more better than multinomial naive bayes. Best F1 score is acheived by BOW featurization which is 0.9342 4 Logistic Regression Applied Logistic Regression on Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec Used both Grid Search & Randomized Search Cross Validation Evaluated the test data on various performance metrics like accuracy, f1-score, precision, recall,etc. also plotted Confusion matrix using seaborne Showed How Sparsity increases as we increase lambda or decrease C when L1 Regularizer is used for each featurization Did pertubation test to check whether the features are multi-collinear or not Conclusions: Sparsity increases as we decrease C (increase lambda) when we use L1 Regularizer for regularization. TF_IDF Featurization performs best with F1_score of 0.967 and Accuracy of 91.39. Features are multi-collinear with different featurization. Logistic Regression is faster algorithm. 5 SVM Applied SVM with rbf(radial basis function) kernel on Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec Used both Grid Search & Randomized Search Cross Validation Evaluated the test data on various performance metrics like accuracy, f1-score, precision, recall,etc. also plotted Confusion matrix using seaborne Evaluated SGDClassifier on the best resulting featurization Conclusions: BOW Featurization with linear kernel with grid search gave the best results with F1-score of 0.9201. Using SGDClasiifier takes very less time to train. 6 Decision Trees Applied Decision Trees on Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec Used both Grid Search with random 30 points for getting the best max_depth Evaluated the test data on various performance metrics like accuracy, f1-score, precision, recall,etc. also plotted Confusion matrix using seaborne Plotted feature importance recieved from the decision tree classifier Conclusions: BOW Featurization(max_depth=8) gave the best results with accuracy of 85.8% and F1-score of 0.858. Decision Trees on BOW and tfidf would have taken forever if had taken all the dimensions as it had huge dimension and hence tried with max 8 as max_depth 6 Ensembles(RF&GBDT) Applied Random Forest on Different Featurization of Data viz. BOW(uni-gram), tfidf, Avg-Word2Vec and tf-idf-Word2Vec Used both Grid Search with random 30 points for getting the best max_depth, learning rate and n_estimators. Evaluated the test data on various performance metrics like accuracy, f1-score, precision, recall,etc. also plotted Confusion matrix using seaborne Plotted world cloud of feature importance recieved from the RF and GBDT classifier Conclusions: TFIDF Featurization in Random Forest (BASE-LEARNERS=10) with random search gave the best results with F1-score of 0.857. TFIDF Featurization in GBDT (BASE-LEARNERS=275, DEPTH=10) gave the best results with F1-score of 0.8708.
aiok03 / Final MiningDescriptive statistics and Explanatory data analysis In order to have an idea of the received data, we look through our table transactions and train. The shape of the train is 6000 rows and 2 columns (client_id and target – gender). Also we considered the info of transactions and noticed that there are no empty values, all of them are equal to 130039. After that we merged two tables and called it as data. To display unique codes and types we used ‘unique’ function and noticed that unique codes 173 and unique types 61. Using ‘describe’ function we can see minimal code, type, sum and the same parameters but maximum. The first hypothesis was to find what gender makes lots of requests. For conveniency we used for loop to make values in percentile view. And according to the barplot the biggest number of processes are made by females. The second hypothesis was to find the code with the biggest sum. For that we grouped by code and counted the mean of all sums. This list we converted from series to frame for further working process. The problem was that the code interpreted the code as the index, that’s why we have to fix it with ‘reset_index’ function. After that we plotted the graph and noticed that the most high sum is with 4722 code and proved it with another code under the graph. The third hypothesis is to find the distribution of sums relatively to the gender. But the first graph didn’t replaced this information because the scatter of the data is too high. The sign is not normally distributed and it is not symmetrical. It is hard to asses, that’s why we grouped information by gender and counted mean of the sum. According to this information we noticed that males spend more money than women. The same process we made with median and got the same conclusion. And since the mean and median values are not equal, our assumption about unnormalized data was proved. The last hypothesis was to find number of clients for each type and code – to find the most popular request within clients. For that we applied ‘str’ to each parameter for correct visualization on the graph. Counted the number of each request for type and code and reflected it in the graphs. According to them the most popular is 1010 type and 6011 code. Lastly, for further working process we returned type and code to the int type. Feature engineering Client’s balance condition We took every sum from dataframe data, grouped for every client and found the sum for each of them. We calculated the income and expenses for each client. Some clients with minus value made more expenses, some of them not, that means that he got more income. In minus is 0, in plus is 1. RFM In RFM section we started from Recency. For each client we grouped the information about them and found the maximum date where the transaction was done. The datetime column consisted from two values – date and time, for further working process in future engineering section we divided them for different columns. The most recent day we equaled to 457 and according to this value started to count the recency of last transactions for each client by subtraction. The next step is Frequency. We used ‘group by’ function and counted appearance of each client in our database. The last step is Monetary (to count expenses). Using group by function and condition, where the sum is less than 0 (expenses are negative values), we counted the total expenses of each client and noticed one point. That some clients didn’t spend any money at all. Segmentation based on RFM We merged all the tables into one and made a rank according to the best values in each segment using percentage. Using the formula we divided clients by 5 score scale, by this database and elbow method, plotted the graph, where 3 clusters were optimal solution. With KMeans library we plotted the k-mean illustration of clients according to the distance from randomly chosen centroids, showed distribution of clients in clusters. After the work done we gathered basic table with clusters using prefixes to each of them. Clustering for codes Now we'll work with codes to create clustering codes, and we'll utilize TF IDF and k-means to do it. We will also employ limitization, tokenization, and stop word elimination. We import the pymorphy2 library for limiting, and limiting is when words take their original form. Tokenization by sentences is the process of dividing a written language into component sentences. We also need to delete stop words, a stop word is a commonly used word (such as “the”, “a”, “an”, “in”) that a search engine has been programmed to ignore, both when indexing entries for searching and when retrieving them as the result of a search query. We would not want these words to take up space in our database, or taking up valuable processing time. We also make use of the re – Regular expression operations library, which is a library for regular expression operations. In this section we also use MorphAnalyzer() - Morphological analysis is the identification of a word's features based on how it is spelt. Morphological analysis does not make use of information about nearby words. For morphological analysis of words, there is a MorphAnalyzer class in pymorphy2. If we apply directly the clustering on those matrix, we will have issues as our matrices are very sparse and the computation of distances will be a mess. What we can do, is to perform IS to reduce data to a dense matrix of dimension 156 by applying SVD. Singular Value Decomposition (SVD) is one of the widely used methods for dimensionality reduction. We defined that 156 is the right number in our case. We used the Silhouette score to evaluate the quality of clusters created using K-Means. By Silhouette score we chose number of clusters and performed k means clustering on our tf-idf matrix. Then we tried to do a visualization of our clusters and we applied t-sne . t-SNE is a tool to visualize high-dimensional data. And then we added clusters to data and df dataframe. Finally we created word cloud by our clusters Clustering for types Data cleaning for types Firstly, we noticed that there were 155 types. However in data, there are 61 types. When we merge the data and that types, the total number of types become 58. This means that 3 types have no any description and that’s why we replace them with the mode value. Also we found that some types have type description ‘н.д’ which means no data and their total number in data is 26. Also we noticed that type description repeats for several types and we dropped duplicates and replaced them with first accurancy type in data. Creating clusters for types We manually divided them into the 5 categories according to dome key words in description. And merged them with our dataframe. Then we noticed outliers in recency and frequency. We found 0.999 and 0.001 quantile, where the first one is considered as the high, and the second is the low boundary. Everything above 0,999 and below 0.001 is considered as an outlier. We removed them for both recency and frequency. After that we checked dataframe by describe and concluded that everything become normal. Supervised learning The time for prediction came. We divided our dataframe into train and test and used KNN, Decision Tree Classifier and Random Forest, Logistic Regression for further predictions. We decided to investigate the accuracy from 1 to 20 with step 2 for each neighbor in train and test. And built the plot. The best result is accuracy 58 for 19 neighbors. Decision Tree gave us 54 for test set and Random Forest’s accuracy was 64. We investigated feature importance for both of them and noticed that monetary had the most influence on predicting the data. For Grid Search we manually set the hyper parameters and for cross validation equals to four folds. Best estimater for random forest classifier for grid search was found. After that good estimaters were chosen for random forest, and the same accuracy occurred. Best accuracy for random forest with default hyper parameters. We built confusion matrix and calculated recall, precision and f-1 score. Also we decided to build lofistic regression but the accuracy was too small, that’s why we build roc-auc and precision-recall curve. Conclusion All the models showed that taken data was not enough and actually not the best for gender prediction. Actions for increase the accuracy were done, such as adding more features, removing outliers. According to this investigation the best choice was random forest.
zzwch / CrosslinksPlot cross lines in square and columns
