#sas tutorial

[greatonlinetrainingsposts]

SAS Tutorial for Data Visualization: Creating Charts and Graphs That Tell a Story

In today's data-driven world, the ability to visualize data effectively is crucial for analysts and decision-makers. SAS offers robust tools for creating insightful visualizations that can uncover hidden patterns and trends. This SAS tutorial provides a step-by-step guide to crafting compelling charts and graphs using SAS, enabling you to tell a meaningful story with your data.

Understanding the Importance of Data Visualization

Data visualization transforms raw data into graphical representations, making complex information more accessible and understandable. Effective visualizations can highlight key insights, facilitate comparisons, and support data-driven decisions. In SAS, various procedures and tools are available to create a wide range of visualizations, from simple bar charts to complex heat maps.

Getting Started with SAS Visualization Tools

SAS provides several procedures for data visualization:

PROC SGPLOT: Ideal for creating single-cell graphs like bar charts, line plots, and scatter plots.

PROC SGPANEL: Useful for generating multi-cell graphs, allowing comparisons across different categories.

PROC SGSCATTER: Designed for creating scatter plot matrices to explore relationships between multiple variables.

PROC SGPIE: Enables the creation of pie and donut charts.

PROC SGMAP: Facilitates the rendering of maps with overlaid plots, useful for geographical data analysis.

These procedures are part of the ODS (Output Delivery System) Graphics, which provide a flexible and powerful framework for generating high-quality graphics.

Creating Basic Charts with PROC SGPLOT

Let's start with a simple bar chart using PROC SGPLOT. Suppose you have a dataset containing sales figures for different regions:

This code generates a vertical bar chart displaying sales by region. The vbar statement specifies the categorical variable (region), and the response option indicates the numerical variable (sales) to be plotted.

Enhancing Visualizations with Customizations

SAS allows extensive customization of charts to improve clarity and aesthetics:

Titles and Labels: Use title and label statements to add descriptive titles and axis labels.

Colors and Styles: Customize colors, line styles, and markers to differentiate data points.

Legends: Add legends to identify different groups or categories within the chart.

Annotations: Incorporate annotations to highlight specific data points or trends.

For example, to add a title and customize the color of bars:

Creating Multi-Panel Charts with PROC SGPANEL

When comparing data across multiple categories, PROC SGPANEL is invaluable. It allows the creation of panel charts, where each panel represents a subset of the data:

This code generates a series of bar charts, one for each product, facilitating easy comparison across regions.

Visualizing Relationships with PROC SGSCATTER

To explore relationships between numerical variables, scatter plots are effective. PROC SGSCATTER can create scatter plot matrices:

This produces a matrix of scatter plots, allowing you to observe pairwise relationships among age, income, and spending_score.

Creating Pie Charts with PROC SGPIE

Pie charts are useful for showing proportions. PROC SGPIE simplifies their creation:

This code generates a pie chart illustrating each company's market share.

Best Practices for Effective Data Visualization

To create impactful visualizations:

Know Your Audience: Tailor the complexity and type of visualization to your audience's needs.

Choose the Right Chart Type: Select chart types that best represent the data and highlight key insights.

Simplify: Avoid clutter by focusing on essential information and removing unnecessary elements.

Use Consistent Scales: Ensure axes are scaled appropriately to allow accurate comparisons.

Highlight Key Data: Use color or annotations to draw attention to significant data points or trends.

Conclusion

Mastering data visualization in SAS empowers you to convey complex data insights clearly and effectively. By leveraging procedures like PROC SGPLOT, PROC SGPANEL, and others, you can create a variety of charts and graphs that not only represent data accurately but also tell a compelling story. As you become more proficient, you'll be able to craft visualizations that drive informed decisions and communicate findings with impact.

[cedrickjuans]

I yearn to shout

To all of you who want to keep me meek

To all of you who say that my true self is to keep

Hear me shout!

[trading-attitude]

18 outils d’IA que vous devez ABSOLUMENT connaître en 2025 ! 🧠🔥

🤖 L’intelligence artificielle évolue à une vitesse folle… et si vous pouviez en tirer profit dès maintenant ? Dans cette vidéo, découvrez 18 outils d’IA incontournables (+ 2 bonus) qui vont révolutionner votre façon de travailler et booster votre productivité !

📌 Au programme :

✅ Des outils IA pour automatiser vos tâches 📊

✅ Des assistants intelligents pour optimiser votre workflow 💡

✅ Des solutions pour rédiger, créer et analyser plus vite que jamais

🚀 Que vous soyez entrepreneur, créateur de contenu ou étudiant, ces 18 outils IA vous feront gagner un temps précieux et amélioreront votre efficacité au quotidien !

🔥 Ne passez pas à côté des meilleures innovations IA ! Regardez la vidéo maintenant et adoptez ces outils dès aujourd’hui !

[lenashobbyhandmade]

Kurs Heklanje je lako - Prvi čas: Početni čvor, lančić, stubić bez navij...

[ladyvitality]

i got "you're not THAT old, BUT--"

"--you've definitely experienced some shit. good on you for making it this far, this fandom is scary as hell at times and some of the content would make most people run for the hills. you might have made some art or some tumblr posts, or written some fanfic that got some traction, or just happened to fall in at the right time, but thank you for being here and contributing nonetheless!"

they will never understand what the fandom was in 2021... jatt doyle, pls come back <3

howdy hello hey!

https://uquiz.com/rDhMIe

i made a uquiz to see how much of the spring awakening fanon lore people here on tumblr know! take it if you’d like, and reblog with your results!

[issysh3ll]

Sex Ed Landing Page

Find every question I've answered -> here Or the most popular FAQs below

FAQs

Hygiene & Shaving 。shaving makes hair darker? 。shaving everyday/irritation 。how to shave 。hair removal cream on bikini line 。itchy down below

Understand your body & your partner's body 。menstrual cycle phases (contains diagrams) 。stretch marks 。body image & sexual confidence 。what are balls for?/do they feel pleasure? 。what does cum look like 。what happens when men don't cum 。where is the clit? (contains diagrams) 。what is the prostate, does it feel good? 。all vulvas are beautiful!

Masturbation Basics 。how to finger 。how to clit play 。finding the g spot 。getting wet 。pillow humping 。masturbating too much? 。at home items to masturbate with 。sex toy talk

Partner intimacy basics 。kissing tips 。bleeding the first time 。condoms & STDs 。how to eat pussy 。how to suck dick 。positions 。scared to let my partner eat me out 。basic aftercare 。why do you have to pee after sex

Finishing 。trouble finishing 。how long does it take to finish 。holding back an orgasm

Squirting 。squirt tutorial fic 。squirting internal vs external 。pushing when trying to squirt

Pain or lack of pleasure 。pain with penetration 。no pleasure with masturbation 。no pleasure with fingering 。discomfort when masturbating

When things go wrong 。libido issues 。feeling guilty about sexual pleasure 。feeling watched 。trauma impacts sex life 。coping with SA

Other 。the role of consent outside of sex 。love vs lust vs attachment 。men can squirt & how to 。sex facts that should be more common

Find every question I've answered -> here

New questions are always welcome! no judgement and totally anonymous :)

。the purpose of these posts is to provide education and advice without judgement. 。I believe that sex ed should be available to everyone & presented in a safe & supportive environment. 。i work in the health industry

please note: I am a cis woman and the majority of questions i receive refer to the same anatomy so alot of my content may be directed to people who have a vagina. But questions from all genders and anatomies are always welcome. (if not specified in the question i will answer for my own anatomy)

[fluffettis]

not using divs: important post

sharing my thoughts because i am mad as hell lmfao

you people cropping out watermarks are literally the reason why i want to quit LMFAO, a big fuck you to the people who reupload my shit because i'll start making the watermark bigger and have full opacity.

i don't know how you're not ashamed of yourselves knowing you did not make any of the shit you're reposting on discord or pinterest. " but i really liked the layout! " ok so? fucking ask me first beforehand would you, because how much does it HURT to ASK a question when i don't bite unless you're inciting me to.

if you don't have the talent to make layouts then try learning because there's LOTS of tutorials on tumblr where you steal your fucking layouts from, it's not that hard to try do it for yourself.

having said this, don't victimize yourself by turning off the comments because you KNOW you're in the wrong, just fucking delete it instead of being such an asshole

( the 3rd one is not my creation, but i do know it's from a server i am in )

not only that but this person that made me crash out also called me a " bot " when using plural kit and didn't give a fuck my friend told them i'm a system, unfortunately these conversations were now deleted by the owner ( which i don't even know why they deleted it on first place because nothing much happened, we just corrected them and i was a bit pissed off because they didn't even apologize lol, they were just " ok "

in what world is saying " im gonna touch you " ok to someone whom you just met?? fucking don't do these jokes towards me because it implies you're going to SA me and i dont even know you lol, that was our FIRST interaction

and when i confronted you over this you decided to block me because you were caught lying

i hope you're ashamed for even using my layout if you're going to do this to me lol

if anyone knows their tumblr please do lmk — their discord is " tyuk0 " which has the ID of 1159860955686117386 , their Pinterest is @/vinandamia .

[greatonlinetrainingsposts]

Best Practices in SAS Programming: Ensuring Code Efficiency and Performance

SAS (Statistical Analysis System) programming is a powerful tool used by data professionals for statistical analysis, data management, and reporting. Whether you’re working with large datasets in clinical trials, performing business analysis, or conducting complex predictive modeling, optimizing code efficiency and performance is essential. Writing efficient and well-performing SAS code not only speeds up the process but also improves the accuracy and reliability of your results.

In this article, we’ll explore best practices in SAS programming that can help ensure your code runs efficiently, produces accurate results, and remains easy to maintain.

1. Optimize Data Access

Data access is one of the first things to consider when optimizing SAS code. The more efficiently you can access and manipulate your data, the faster your code will run.

Use Indexing

When working with large datasets, indexing is a key technique. By creating indexes on key variables, SAS can retrieve data faster, reducing the time it takes to search through large datasets. Indexing should be applied to frequently used columns, such as those used for sorting or joining datasets.

Efficient Data Management

Keeping your data in memory rather than repeatedly reading from disk can enhance performance. By managing memory settings in SAS, you can load data into memory, which significantly speeds up processing times, especially for larger datasets.

2. Minimize Data Movement

Data movement refers to the unnecessary reading, writing, or transferring of data between different locations. Reducing this helps to improve overall performance.

Use Efficient Filtering

Instead of filtering data after loading it into memory, try applying conditions during the initial data retrieval process. This can reduce the amount of data you need to load into memory and process. For example, filtering data directly in the where clause of queries can significantly speed up your operations.

Avoid Unnecessary Duplicates

Duplicating data unnecessarily can waste time and resources. Instead of creating multiple temporary datasets, merge or join datasets directly in SAS to minimize overhead. Reducing the number of intermediate datasets you create will help keep the process lean and efficient.

3. Leverage Efficient Procedures

Certain SAS procedures are optimized to handle large datasets efficiently. As a SAS programmer, it’s essential to know which procedures will deliver the best performance for specific tasks.

Choose the Right Procedures

For instance, when summarizing data, PROC MEANS is often more efficient than PROC SQL for large datasets, as it uses specialized algorithms for calculating summary statistics. Similarly, when sorting datasets, PROC SORT is optimized for performance and can be faster than alternatives.

4. Write Efficient Loops and Macros

Loops and macros are common in SAS programming for automating repetitive tasks. However, if not used properly, they can become bottlenecks in your code.

Minimize the Use of Loops

While loops are a great tool, inefficient loops that process data one step at a time can slow down execution, especially with large datasets. Instead, use vectorized operations where possible to handle multiple data points in a single operation.

Optimize Macro Usage

Macros are powerful in SAS because they allow you to write reusable code. However, overusing macros or creating overly complex ones can hurt performance. Ensure that your macros are efficient and only used when necessary, and keep them simple to avoid unnecessary complexity.

5. Optimize Output and Reporting

Generating output reports such as tables and graphs can sometimes cause performance issues. By optimizing this process, you ensure that your results are produced quickly and efficiently.

Minimize Unnecessary Output

When generating reports, avoid including unnecessary rows or columns in your output. Directing output to external files, such as HTML or PDF, rather than displaying it on the screen or in the log, can improve both speed and usability.

Use Efficient Graphing Procedures

For complex visualizations, using the appropriate graphing tools in SAS, such as ODS GRAPHICS, can provide better performance than older procedures. These tools are specifically designed to handle large datasets while producing high-quality visual output.

Watch the video here:

6. Maintain Readable and Modular Code

Efficiency is important, but readability and maintainability are equally critical. Clean, well-organized code is essential for long-term success in SAS programming, especially when working in a team environment.

Add Meaningful Comments

Commenting your code is essential for explaining the logic behind complex operations, the purpose of specific procedures, and any assumptions you’ve made. Proper comments help others (and your future self) understand the code and maintain it more easily.

Use Modular Programming

Break down your code into smaller, reusable modules. This not only improves readability but also helps in debugging and testing specific sections of the code more efficiently. Consider using macros to encapsulate common tasks and avoid redundant code.

Conclusion

Optimizing SAS programming practices is essential for improving both the efficiency and performance of your data analysis. By focusing on effective data access, reducing unnecessary data movement, using the right procedures, and writing clean, modular code, you can enhance the speed and reliability of your SAS applications.

Remember, while performance is crucial, clarity and maintainability should not be sacrificed. By balancing both, you can create high-performing SAS code that is easy to manage and scale for future projects.

[buckandbobbyweek]

FAQ

What is Buck and Bobby week?

This is a week dedicated to Buck and Bobby from 911 and celebrating their father-son relationship. While a popular relationship, it's not a relationship that people often write about. So, with this event, we make sure there are plenty of new fic for us Buck & Bobby lovers!

What is the schedule?

Today (January 4th) the poll to vote for which month to fo Buck & Bobby week went up and goes for 7 days.

After there will be a poll to determine which week it will be, also running for 7 days.

Once we have a date, I will start working on a form where you can submit prompts and share this. This will be open for around a month. Less depending on how much time is left until the chosen date.

Once the form is closed, I will make a new form where you can vote for your favorite prompts. In the end we need 21 word/trope prompts (example: hugs, navy seal buck, hurt/comfort) and 10 sentence prompts (example: "did you steal my hoodie?", "what do you think you're doing?", "have you eaten yet?")

Depending on how many prompts and the results of votes, there could be a third form with the winning prompts to narrow it down more.

Then I'll make a post with the winning prompts and you can start writing!

And then we'll have Buck and Bobby week :)

Are there any rules?

AI is NOT allowed. Use of AI will end with your posts removed from the AO3 collection and being blocked on Tumblr. AI is theft.

This is to celebrate the father-son relationship between Buck and Bobby, NOT romantically. Romantic fics between them will not be included or reposted.

No abuse or SA taking place between Buck and Bobby. You can for other characters, but PLEASE tag accordingly! Use warning in both the warning section and the tags. I also recommend putting these warnings in an author's note and while posting on Tumblr. These are topics a lot of people want to avoid.

If a fic includes bashing of other characters, please tag accordingly as well. And, obviously, no Buck or Bobby bashing. (It would be preferable no bashing at all, but I'm not going to forbid or restrict you from writing it if you want to.)

No stealing, duh

I can't think of anything else, I try not to limit things. If you have a suggestion, let me know.

Do I have to sign up?

Nope. You can just post when it's time. Of course it's fun to let people know you're participating, but that's completely your own choice.

Can I be anonymous?

Sure! I do have to say a lot of people avoid anonymous fics because a lot of times they're very triggering or hateful to people. But if you don't feel comfortable using a username, it's a great way to still share your work. And I'm sure plenty of people still read anonymous fics.

Do I have to do all days?

Nope. While that is the most fun, if there's only one day you have time or inspiration for, that's amazing as well. You can skip days you don't want to do. It's completely up to you.

Is it limited to fics?

It's not! You can use any form of creativity. Think of:

Art

Playlist

Video edit

Picture edit

Moodboard

Podfic

Poetry

Anything else creative you can think of.

Is there a minimum or maximum word count?

Nope. No restrictions here either. This means you can also submit snippets. Or a full on novel with 100k+ words. Every number is allowed :)

How do I get it into the AO3 collection?

The collection isn't created yet and will be around a month before the event. Once it's created you can find the option 'post to collections / challenges' right underneath 'associations'. In this you search for the name, which I'll post on here once it's created. Once your fic is posted it'll be added to the collection.

I've never posted on AO3 before and don't know how.

I'm planning on making a quick tutorial soon, either on here or on @911buddieweek in which I'll explain the meanings of each parts, like ratings and warnings and the most used meanings behind them. Keep an eye out! If you want to know before I post, you can send me a message.

I have a different question

Don't be afraid to send an ask or message! I'll try to get back to you ASAP. I don't have tumblr notifications on, but I'm chronically online so I'll hopefully see it quickly. (I do like in Europe so if you're not European we might have a different timezone. But you can send it any time you want and I'll see it when I wake up.)

I hope this is enough info! And I'm very excited :)

[imsobadatnicknames2]

Using the momentum I have right now with RPG stuff to push through a few smaller projects too.

You might remember this little tutorial I put together on how to make dungeon geomorphs, which are my favorite tool for quick dungeon map-making for TTRPGs.

I that post I show off I have a pretty big collection of handmade geomorphs.

A while ago I decided to start making a digital version of it using Dungeon Scrawl, and thought some other people might find it useful so... why not start putting it on itch.

This release is just a small part of my collection, and I'll be uploading more parts as I continue to digitize the geomorphs I have.

This first one includes 20 10x10 geomorphs as well as 20 5x10 pieces to close off edges and 20 5x5 pieces to close off corners.

You can print them out and cut them or use them to assemble dungeons directly on your favorite art program or VTT of choice.

I'm releasing them under a CC-BY-SA 4.0 license. So feel free to use them in whatever comemrical or non-commercial project you want and redistribute them in whatever way you see fit as long as you comply with the appropriate conditions.

Here are some examples of dungeons I quickly whipped up with it.

Hope y'all enjoy them :3

[aneurins-barnard]

Blog PSA

I have a couple of small announcements. Nothing too big. Just some new fandoms (yes, now of all times) and some alternative places to find me in case this hellsite goes to shite.

The new fandoms to start: Spartacus (I don't know what I was thinking but here we are. I am still awaiting the blu rays for all but the last season, Gods of the Arena should arrive today, the first and second of the main series are due on Thursday). Still in the Roman era, I have also acquired Those About to Die. I have downloaded and am preparing to rewatch Peaky Blinders. But if you have any requests now, send me an episode number as well. I also now have Die Kaiserin/The Empress. I am still trying to get SAS Rogue Heros, but at this point I'm just going to wait for the blu rays to be a little bit cheaper.

I still have need to rewatch The Wheel of Time including season 3, but rest assured I am working on it. I have also decided to watch Black Sails and Dune: Prophecy. Other than those there are a couple of movies, but I'll get there when I get there. You'll know when I've watched all of those when I start reblogging gifs 😂😂😂

To those anons that have asked me about my gifs and how I make them, I am working (slowly) on a full tutorial but can I meanwhile suggest this one.

My writing continues at the same glacial pace as always (I may have accidentally decided to write a multi chapter fic instead just a flippin one shot)

So, now for a few other places I have made accounts for in case: Drifa_the_Skald on AO3 I have made a reddit, dreamwidith and pillowfort accounts, all of which are currently empty. I might make a blue sky account in the future, but it will probably be for my unit stills (if I get a good job) rather than fandom stuff My Discord is timetravellingpenguin1066

If there's any questions, my inbox is open

@aneurinallday, @barbieaemond, @bouncehousedemons, @fishalthor, @gemini-mama

@just-some-random-blogger, @kingslionheart, @leftoverp1zza, @lonnson @lord-aldhelm

@lordbettany @samsheughan @solinarimoon @still-jon-snow @sylasthegrim

@thenameswinter99 @thomascromwelll @violaobanion @whitedarkmoonflower @zaldritzosrose

[creature-wizard]

For those of you trying to educate others about Project Monarch alter programming conspiracy theories and where they actually come from: Don't say "RAMCOA is a conspiracy theory," "alter programming isn't real," or "TBMC isn't real." This is not helpful.

For one, "RAMCOA" is an umbrella term that covers a number of abuse types, including all sex trafficking and many forms of spiritual abuse. Yes, Project Monarch was lumped under this term by the people who created it, but it's still not helpful to say "RAMCOA isn't real."

The word "programming" is often used synonymously with "indoctrination" and "conditioning." If you say "alter programming," someone might immediately think of a case where an alter experienced normal religious indoctrination.

Few people know that trauma-based mind control/TBMC originally referred to alleged Project Monarch practices in specific, so if you use it without clarification, they might think you're talking about any kind of punitive conditioning.

So what do you do? Be more specific. Personally, I often say "Project Monarch alter programming conspiracy theory." I also try to include enough details that it's very clear I specifically mean the kind of programming detailed by O'Brien, Phillips, Springmeier, and Wheeler.

So I might say something like, "this stuff about flower/gem/ribbon/etc. programming is literally just the old Project Monarch alter programming conspiracy theories with the serial numbers filed off."

If I say "trauma-based mind control," I clarify that I am using it in its original meaning - as a synonym for Monarch programming.

It also helps to be familiar with the antisemitic tropes and witch panic tropes the Project Monarch conspiracy theory repackages, so you can talk about how these conspiracy theories manifested in other times and places.

It also helps to read the actual conspiracy theory books so you actually know the full extent of just how ridiculous the Project Monarch alter programming conspiracy theory actually is. I know, they are infuriatingly hateful and full of pseudoscience so bad you'd wonder how anyone other than a small child could possibly be taken in by it, but this is stuff you can point out. (Why would you trust your mental health to a couple of people who claimed immigrants are secretly Manchurian agents sent by the New World Order?)

The books you can read are:

Trance-Formation of America by Cathy O'Brien and Mark Phillips

They Know Not What They Do: Illustrated Guide to Monarch Programming Mind Control by Fritz Springmeier and Cisco Wheeler

The Illuminati Formula Used to Create an Undetectable Total Mind Controlled Slave by Fritz Springmeier and Cisco Wheeler

Deeper Insights Into The Illuminati Formula by Fritz Springmeier and Cisco Wheeler

Just a warning, the books do contain a lot of potentially-triggering content (mostly torture and SA-related), but if you think you can stomach them, please try. Not nearly enough people are familiar with the books where these ideas come from.

And if you need to talk about whether it's possible to cultivate confabulated memories, some of the most indisputable examples of such are "recovered" alien abduction memories. (You can find a lot of relevant information on cultivated memories of alien abduction by searching Qwant or DuckDuckGo for "alien abduction memories hypnosis.")

If you want to learn the origins of this conspiracy theory in a hurry, or help someone else get caught up in a hurry, try this post.

And while you're here, I also recommend reading and sharing this online tutorial on information literacy, because it's very useful in general.

[tenderhungering]

veep headcanons? :3

oh this will take a WHILE……i love veep so much. i’m about to wrap up season 6 right now ! i think i’ll do little headcannons / analysis for each character ! i might do a part 2 because i want to also do some more supporting characters. like you know damn well im gonna wanna write for catherine and marjorie as a whole,,,

Selina

named catherine “catherine” like her mother in order to be able to yell said name in anger the way she never could yell back at her mother

the severe mommy issues make her need every single one of her staff to be emotionally involved in her. if she isn’t the center of their life, she gets anxious about it, even angry. she needs to be validated

depends heavily on spellcheck,,, i just think she hates phones for some reason.

she can tell EXACTLY how someone is feeling by making it up in her head and believing it ❤️

got arrested once in her youth and it was wiped off the record. #supportwomen’swrongs

Amy

would do super super well taking up something that makes her adrenaline pump. they keep trying to get her to relax by making her get massages, meditate and be in quiet. she needs NOISE. she should be allowed to beat someone up at least once a day

had a little gray cat whenever she was younger. she likes them ! they’re similar to how she is whenever it comes to boundaries.

bisexual but she has a stressful job so she doesn’t have time to think about that rn

she would benefit from me in her life actually

actually really liked dan bc dan seems to personalize the relationship to the person (dan is so kind ❤️) so she was into him but suddenly got the ick.

Dan

trigger warning for SA and grooming: i think dan’s relationship with sex is so affected by the fact he slept with his teacher whenever he was younger in exchange for a good grade. it has made him view it was an exchange, a transactional affair. it’s why he’s so shit at intimacy, he doesn’t see to get anything out of it.

watches all the latest movies but it’s only because he keeps taking women out to go see them:

has a really sensitive stomach,,,,he says it’s something he ate but i feel like whenever he gets anxious it happens to

catholic guilt galore but he’s busy so he CANNOT get into it

he’s so the type of boyfriend who does baby talk and when he’s recorded he gets real mad about it. get that camera OUTTA here

Mike

he is like a baby duckling to me that’s why he wanted to raise them actually

has so many useless apps on his phone. why do you have a flashlight app you have a flashlight BUILT into the phone. its okay though bc he watches lot of youtube tutorials

probably wanted to vlog at some point but he got yelled at by selina in a clip so he stopped

the personality hire,,, everyone loves him but god he can be so bad at his job sometimes. everyone gets mad but never enough to fire him

because he started dating wendy, he started to dress up a little more ! ties and handkerchiefs match. i love you dad

Jonah

he so ran one of those private meme accounts whenever he was younger but he got so bad at everyone saying they were lame he just posted a screenshot that said SUCK MY DICK SON and blocked everyone

his incessant gross comments are a result of being around a bunch of rich white men that happen to be politicians that tend to laugh at them. he has daddy issues. he needs the validation

his little curls going missing are a result of him getting his hair straightened because he wanted to look more professional actually. he burnt his hands so he begged his mom to help him

gets really anxious about his health CONSTANTLY and has a will written out already because he’s scared one day it’ll (he doesn’t know what) catch up to him

Gary

he knows the lyrics to every new pop song ever. he loves it. he used to play Just Dance whenever he was in college or something i don’t know i feel like he might’ve even been in a club that requires that

has an extensive skin care routine. he puts on those fluffy headbands sometimes but stopped bc he realized it was to keep your hair dry and his is so short lmao

definitely has an undiagnosed anxiety disorder. he just pops a pill of whatever and hopes that it works (it doesn’t)

needs heavy validation from authority figures,,,like badly,,, i think that’s why he enjoys it so much whenever any of selina’s boyfriends acknowledge him as a person (or anyone gives him any importance)

he needs someone to tell him what to do because he is so lost on having any identify that isn’t directly tied to someone else ? he’s not even really sure what he himself likes anymore. uses “we” more than he uses “i”

[coldgoldlazarus]

9 for the Metroid ask game - do you find EMMI or SA-X scarier?

Oooh, that's a tough one. Honestly, for all the similarities between them, to some extent it also feels like comparing apples and oranges, because there's a lot about their presentation and approach to scariness that's different. Plus, my judgement is further thrown off by having played Dread directly versus having watched a couple of playthroughs of Fusion. (I have it on an emulator, but haven't gotten around to actually playing it yet.)

But all that being said, I consider the EMMI to be more stressful than actually scary, and they're defanged pretty quickly by the Omega Cannon tutorial. Whereas for all its limitations, the SA-X has some impeccable atmospheric presentation on its side, and being basically untouchable until the very end.

So obviously my answer is Dark Samus :V

[tjjamess]

Let me go on my insane rant rn cause I’m actually tweaking over this one production of Jesus Christ Superstar.

After months of just listening to the album, the first bootleg I watch being a production set in apartheid South Africa where Jesus is a Mandela-like figure genuinely changed my brain chemistry

The costuming, the set, the music, the acting, the ANDKFDHNDJDJHFHFGDBFHRHFAKKSNSUEVEJKDBFJEJSNKDURJIF!!!!

I’m a dumb nerd who studied SA history I’m literally screaming crying rolling on the floor RARF RARF RARF

it’s a shitty video quality recording from 1999 but Billy Porter plays Jesus and there is a giant banner of his face on stage for the second half of act one and it’s beautiful and perfect and beautiful and perfect and beautiful

THE CHOREOGRAPHY I’m foaming at the mouth this production is driving me insane

my favourite example

the priests, Caiaphas, and Pilate all wear uniforms with the band of the Afrikaner Weerstandsbeweging (link if you care), and the the disciples all wear hats but I can’t make out exactly what the emblem is I LOVE COSTUMING AAAAAAA

Also Judas kinda giving Che Guevara

Drew Sarich Judas!

I’ve genuinely been thinking about this 24/7 for like a week straight I’m BEGGING ON MY KNEES if you like Jesus Christ Superstar (even if you don’t) and you haven’t seen it please please please please please please please please please

A slime tutorial + an interview with the director and Billy Porter

Thank you for coming to my TED talk :)

I’ll shut up now, I just love JCS so much

[greatonlinetrainingsposts]

Mastering SAS Programming: Your Guide to a Successful Career in India

If you're looking for a career that blends data, technology, and decision-making, SAS programming might just be your next big move. Especially in India, where the demand for data professionals is on the rise, learning SAS can set you apart from the crowd.

But what is SAS programming exactly, and why does it matter?

Let’s break it down.

Why SAS Programming Still Matters

SAS (Statistical Analysis System) has been around for decades, and it’s still a trusted tool across industries like finance, healthcare, and retail. Companies rely on it for advanced analytics, business intelligence, and data management. Unlike newer tools that are still gaining ground, SAS is well-established and widely used by large enterprises in India and around the world.

What makes it so popular? It’s secure, stable, and especially good when working with large datasets. It’s also known for its compliance with regulatory standards—something that’s crucial in sectors like clinical trials and banking.

Growing Demand for SAS Programmers in India

In India, SAS programming jobs are consistently in demand. You’ll find opportunities in cities like Bengaluru, Hyderabad, Pune, and Mumbai. Roles range from junior data analysts to senior-level clinical SAS programmers and data scientists.

What’s more, Indian companies—along with global firms outsourcing work to India—are always looking for skilled SAS professionals who can manage and analyze data effectively.

Salaries vary based on experience and specialization. Entry-level SAS programmers might start around ₹4 to ₹5 lakhs per year, but experienced professionals can earn ₹15+ lakhs annually, especially if they work in clinical or financial domains.

What Skills Should You Focus On?

If you’re serious about building a career in SAS programming, here’s where to start:

Base SAS: Learn how to read, manipulate, and summarize data.

Advanced SAS: Dive into macros, SQL procedures, and efficient coding techniques.

Industry Knowledge: For clinical SAS, understand CDISC standards. For banking, learn about risk modeling.

Soft Skills: Problem-solving, attention to detail, and communication are just as important as technical knowledge.

Certifications That Boost Your Career

SAS offers certifications like the Base SAS Programmer and Advanced SAS Programmer. These aren’t just pieces of paper—they’re globally recognized credentials that can make your resume stand out.

In India, many reputable institutes offer SAS training. You can choose between classroom and online modes depending on your schedule. Platforms like SAS India, Great Learning, and Simplilearn offer quality courses aligned with the official certification paths.

Career Growth and Beyond

Once you’ve mastered SAS programming, your career path could take several exciting directions:

Clinical Data Programmer

Data Analyst or BI Analyst

SAS Consultant

Statistical Programmer

Data Science or Machine Learning Roles

With experience, you might also move into leadership positions managing teams and large-scale data projects.

Common Pitfalls to Avoid

One common mistake beginners make is focusing only on writing code without understanding what the data actually means. SAS is powerful, but you need to know how to interpret outputs, catch errors, and debug logs. Always keep an eye on the SAS log—it’s your best friend when troubleshooting.

Final Word

SAS programming is a skill that continues to open doors—especially in India’s growing analytics job market. Whether you’re just starting your career or looking to transition into a new role, learning SAS can be a game-changer. It’s not just about writing code—it’s about thinking critically, solving problems, and turning raw data into real insights.