#Data Analytics Assignment Help
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myassignmentservicesca · 1 year ago
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Struggling with your data analytics assignments? Look no further! These top websites offer reliable and efficient data analytics assignment help, ensuring you excel in your studies. Get data analytics assignment help and achieve academic success today!
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slacademichelp · 8 months ago
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Welcome to SL Academic Help
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datascienceassignmenthelp · 2 years ago
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New Era of Natural Language Processing
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robolvrr · 5 months ago
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stars aligned. ☁️ ·̩͙✧
ultra magnus x reader drabble! warnings: nsfw. praise kink. mild bondage. slight voyeurism.
"you look stunning."
the titan near crumbles right then. you hear a noise you're certain none of the lost light, hell, galaxy even, has heard torn from his vocalizer, selfishly happy with the static edge that trembles with it.
he's a good listener, the loyal enforcer, because he doesn't even squirm no matter how loud his joints shift.
it's a divine miracle granted that rodimus didn't question your request of rooming with ultra magnus, under the premise of a work-related agreement. granted, some of the more rowdier crewmates suggested the obvious. efforts to keep your blossoming relationship under wraps were made long ago.
while there is little to pin rumors from in behavior - you'd share quiet looks across the hall, ultra magnus rarely raised his voice in your presence and never seemed to have issues with your data even with a spelling mistake (or four).. well. what good was a crew without gossip?
an unnamed engineer claims he's seen you nestled against ultra magnus's chassis. another chirps that his servos always glide along your back as if looking for something he had misplaced. whirl bets screws are loose and that you always have a limp to your gait - what else the source than the clear, animalistic fucking between you two?
no one listens to whirl. you shake the humor of accuracy before focusing back on your lover before he starts to twitch.
"say it, magnus." the mech whines. it should sound strange - it doesn't. you can tell when he resets his vocalizer, dizzy.
"i'm. i'm... i'm...!" large wrists twist, brief. you admire in silence, satin threatening to burst with his agony. this test of discipline the pair of you know he indulges, so the pristine bow stays in place - he groans under a roll of your hips, so much tinier than his, engines roaring to life.
"let it out, honey. you've been working so much lately."
magnus finally relents. "i'm. stunning." he could write pages and pages of how hypnotic your body looks, rocking against his rigid frame with expertise that'd put succubi to shame.
his faceplate is warm, biting back his shame because the lack of yours is just so nice to stare at. in fact, if he didn't know better, he'd say you were smug.
"say it again. you're stunning. you're beautiful. you're strong."
ultra takes the challenge in stride, noting his temperature inclines starting to ping him, adjusting cooling fans so as not to burn you.
he would never, never hurt you.
"i'm.. hagggh. please, my love, you're too-"
a wrong answer, for now. his pedes cannot spare the release of kicking. not when that same, titanium white silk is keeping the illusion of packaging.
"i don't want to hear anything, not even about me. tonight is all for you."
no human will ever share the strength to lift his tied servos, but he lets you anyways. gaze intense watching your lips drag to kiss the sides of them, tongue laving out to catch the ridges of a hefty digit.
"but i can't help it, darling. you squeeze me so much. you're so tight, hah. you're going to.. t-to-to.."
as much as his processors scream to undo his capture, it'd be a shame to ruin your pretty handiwork.
'pretty only because it's on you', previously moaned in his audials. before that cherry red grin goes to sipping your coffee and leaving him a joor just like this, to finish the analytic reports he had assigned you to finish.
"i'm stunning - frag. i'm stunning. i'm beautiful."
embarrassment collects thick at his core. he knows the underside of your legs must be painted pink by now. knows from the way you ride him faster that he's still being good, that you won't leave him high and dry and primus, he feels weak and -
"'m strong."
if weakness meant melting pitiful in you, under the addiction of flesh, he'll die and drift to the allspark blissful!
meanwhile, you're close to ecstasy. have been since he first introduced himself to the charming little analyst, simultaneously nervous and stiff. delighted to see even then he was trying not to wander, servos clenched.
on a first glance, annoyance. in reality? restraint.
"i love you."
ultra magnus curses. or it sounds so, a clutter of grinding gears and low vibrations you dazedly recognized as cybertronian. impish you isn't mean enough to ask for a translation.
"'m close. going to.. going to overload-"
"do so. fill me up, all of it, every drop. i want to walk with you dripping down my legs."
a laugh, sparkling and deep. "you're always so crude- ah!"
it's simply not realistic to hold all he offers. when you feel a familiar stretch and bulge your hips lift, still bucking the tip to ease him through the ferocious charge.
ultra magnus still can't believe how after the rumble of his frame ends you're still swift to tend to him. it's a nice feeling, watching you slowly undo his bondage, even rub your soft fingers along him as if they had caused any true damage.
a thick patch of fabric delicately dotes the seeping transfluid from his seams, sensitivity still gaining a groan or lilted sigh. determined as you are, he still scoops you up to glide closer to his dermas which you dutifully nip.
"stellar job as always, dear."
"mm. i will need.. a moment to recharge."
"just a moment?" a tittering laugh. "and here i thought you'd be ready for another round."
..
whirl eases from the habsuite hanger. if he had a jaw, or a face, or hell even a commlink that wasn't blocked by half the crew, he might have popped a circuit.
oh, he has a story to share and primus save whoever has to witness it.
robolvrr 2024
a/n: i am so helplessly in love with ultra magnus. take my offering. i feel like he needs a good roll in the bed and a bubble bath. whirl is not beating the humanfragger allegations.
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strawbeerossi · 2 years ago
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Jealousy
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18+ Content. Minors DNI
Pairing: Fem!Reader x Spencer Reid
Description: Whenever the team tracks down the unsub they are looking for, it’s up to reader to lure him out of the bar with nothing but her charm and charisma. Spencer however, just can’t stand watching it. He makes sure to make his feelings known to the reader later on. 
Content Warnings: Post-Prison!Spencer, Jealous!Spencer, BAU!reader, case details, coarse language, Dom!Spencer, kinda mean!Spencer, sub!reader, possessiveness, degradation, praising, unprotected sex, creampie, oral (F receiving), fingering, hair pulling, spitting, aftercare, fluff at the end
Word count: 3k 
Navigation || Masterlist || Join My Taglist || Request
Well, here it is! Can I technically call this ‘Jealousy (Taylor’s Version)(From the Vault)’ ?
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Spencer approached Emily, his brow furrowed with concern, as he held a file tightly in his hands. "Emily, we need to talk about Y/N's undercover assignment. I've been analyzing the data, and there are some significant risks involved that we need to address before we even think of sending her out there.” he began, his voice laced with urgency.
Emily, her expression serious yet attentive, met Spencer’s gaze. "I understand your concerns, Reid, but we've already vetted this operation thoroughly. Y/N is well-prepared and capable of handling herself," she responded, her voice steady and reassuring.
It wasn’t matters of him thinking that Y/N wasn’t prepared, it was him being worried because this unsub was taking women who fit her image description and killing them after doing horrible things to them. 
The male nodded, his worry still evident. "I know Y/N is skilled, but the circumstances surrounding this case are unusually complex. I just want to make sure we have contingency plans in place and that we're ready to support her in any way necessary," he explained, his analytical mind racing with potential scenarios. She could have a knife pulled on her and be forced out, this unsub could drug her by sticking her with something, he could kill her right there if he figured out she was a federal agent..
After being released from prison, Spencer became a different man. He used to be more composed, now however, he was more temperamental. It didn’t help that Y/N was his girlfriend, the need to protect her being obvious. Besides, who wants to see their partner talking with a man who was brutally stabbing women and doing horrible things to their corpses? Especially when each of those women could’ve been her twin. That put her in a high risk situation that wasn’t a guaranteed arrest. 
“Reid,” The Unit Chief let one hand come up to rub her face, the woman being tired of the argument. She could understand the worry and frustration, however this was Y/N’s job that she’d been doing for a good six years now. She knew the stakes as well as what she could or couldn’t handle.
“I promise that we will have this covered. We have surveillance all over the bar. Alvez, Simmons, and you are going to be inside, close enough to stop anything if things go too far.” She stressed the details, the woman just being exhausted explaining her decision continuously. “You aren’t changing my mind. I need you to understand that this decision was made with Y/N. You need to let her do her job.” 
   ✯¸.•´*¨`*•✿ ✿•*`¨*`•.¸✯
Y/N walked into the dimly lit bar, her gaze looking around for Marcus Black, the man’s face still fresh in her mind from the picture that Penelope had sent her while she was on the way over to the location, the woman trying to mentally prepare herself for the mental gymnastics she’d have to go through for this. It was a common misconception that undercover missions were much easier than having to risk it by assuming who the unsub is and building off the profile. 
Y/N would argue this is much harder. You have to stand in front of a person who did unspeakable things to others. You have to get close and personal, be able to hide that overwhelming feeling of being disgusted, nervous, and even terrified. This was a man who was definitely bigger than she was in every aspect, being able to take her down if he truly wanted to. 
That didn’t stop her from flashing a bright smile at the bartender as she’d approached the bar, sitting in a bar stool while ordering a vodka tonic. Across the room, she could get a clear view of Matt Simmons, the man keeping his gaze fixated on her as he gave a nod once the two made direct eye contact.
She had a wire, the team could hear everything from the earpieces they all had in order to communicate with one another as well as communicate with her, even if she couldn’t very well respond in an obvious way. 
Although as Y/N was lost in her thoughts, she could feel a presence beside her, one that oozed darkness. The vibe had dropped tremendously low, however Y/N needed to keep up a façade or all of this will go to shit, something the team definitely doesn’t need right now.
Especially when they could just taste the capture that was going to come. “Hi.” The woman spoke, a charming smile gracing her features while her head tilted ever so slightly to the side, her fingers playing with the straw in her drink. 
Which as she had struck up a conversation, Spencer was quietly watching from the other end of the bar, nursing a full glass of some mixed drink in front of him just to avoid suspicion. He knew that she had to fake interest but that didn’t stop a heat rising in his chest, one associated with jealousy.
Seeing his girlfriend giving another man bedroom eyes, laughing at every word he said, even putting her hand on his upper arm was enough to make him seethe in his spot, hazel eyes focused on his girlfriend. 
She was giggling, he could just hear it from his spot, probably telling him that she just couldn’t bare the thought of going home alone. He was just further pissing himself off thinking of the potential things she could be saying, not even tuning in to the actual dialogue because he knew it would’ve pissed him off much more than his own thoughts.
It was enough to make him clench his hand around the glass in his right hand. It was like his brain was trying to trick him into genuinely believing that Y/N was enjoying herself. He knew better, however the anger over the ‘what if’ had him shaking. 
It reminded him of when he was in prison.
Y/N would come to visit him and it was one of the only things that got him through the hell, however the other inmates always had their comments. Saying explicit things about his angel, what they’d do to her given the chance to ever see her outside of those four cement walls. He wanted to keep his head down at the time but god damn, if this version of him was in prison, he would’ve been throwing fists and starting fights over his girlfriend, adding onto his sentence.
This was absolute fucking torture, Spencer’s leg bouncing in annoyance as he was using his opposite hand to put the earpiece in his ear, just in time to hear something that would have him absolutely livid. “I don’t think you could handle me, sweetheart. However if you’re up for a challenge, I’m always happy to take a precious little dove like yourself home.. However.. I don’t know if you could take what I’m going to give you,”
The male’s voice was the first thing Spencer was greeted with. “Is that so? You have no idea what you're getting yourself into. But I promise, once you've tasted the forbidden fruit, there's no turning back.” Y/N countered, her voice low and in a seductive tone while her fingers were tracing over the rim of her glass. 
“I don’t think you understand what I’m saying, honey.” The man continued while looking over at her with a raised eyebrow. “Most women can’t handle what I offer. We make a wager..” There it is! Now tell her, you fucking fuck.
“If they can get through my little game, they get to go home. If not?” He began, reaching in his jacket pocket. Which was enough to make Spencer jump up from his spot before he was storming over, catching a glimpse of a knife being pulled from an inner jacket pocket.
It gave him probable cause to shove the man over the counter, making Y/N’s eyes widen at the surprise while she was jumping back. 
“Marcus Black, you are under arrest for the murders of Christine Brailey, Jessica Fredricks, and Emily Knight as well as the attempted murder of Amanda Grey.” Spencer spoke through gritted teeth, the handcuffs locking tightly on his wrists before he was shoving him out of the bar. 
  ✯¸.•´*¨`*•✿ ✿•*`¨*`•.¸✯
Y/N’s back was hitting the front door of the apartment as soon as she and Spencer made it inside, the woman gasping while she was trapped between her boyfriend’s body and the wooden door.
“If I didn’t know any better, I’d think you were enjoying yourself back there. I mean you were really trying to sell it, weren’t you?” Spencer asked, eyebrows raising as his hand was coming under his girlfriends chin to make her look at him. He looked furious, it was enough to make Y/N nearly fall on her knees right then and there. 
The thing about Spencer was that he was much different now, prison changing him in many ways. He was still a good man, there were no doubts about that, but now he had more anger.
Which Y/N was the outlet he needed when he was having a hard time, fucking her deep into their mattress where she was soaking their bedsheets with her cum, getting to the point where she was crying from overstimulation and begging for more. 
“Get your little ass in the bedroom.” Spencer spat, dropping his hand before watching his girlfriend scurry off, making a b-line to their bedroom. It took Spencer an agonising amount of time to lock up and make sure everything was turned off for the night before he was making an appearance.
“You know, I could tell you were truly enjoying yourself. How does it feel to be a fucking whore?” He spat, making Y/N clench her thighs together as she could just feel her arousal soaking her panties from the harsh words. 
“Look at you. Fucking pathetic. You’re really getting wet right now while I’m scolding you for being a whore?” He asked, taking a few steps over before letting his hand tangle in his girlfriend’s hair, tugging her head up to force her to look up at him from the spot where she was sitting on their king sized bed.
“So cock hungry.” He spoke while letting go of her hair while working to loosen his tie, urging his girlfriend to take his belt off for him. However as she was moving to start on his pants, his hand was wrapping around hers. “No.” He began, using the tie he’d loosened and taken off to restrain her hands behind her back.
“You don’t get the pleasure of touching me tonight.” He scolded his girlfriend before pushing her back onto the mattress, his hand grabbing her right ankle before he was pulling her to the end of the bed. 
The black dress she wore had a perfect eyeful for him, her tits threatening to spill over the top as he was running his large hands over her body, fingertips tracing over the straps before he was pulling them down, letting her breasts out of their confinement while he groaned lowly. He had seen her body so much and he could navigate it with ease, but seeing her was always like the first time. Just.. He knows what he’s doing now and he’s not as nervous. “Fucking gorgeous.” His voice was low while he was using no effort at all to tug the dress down her legs, throwing it somewhere on their bedroom floor. 
“The point of panties is to have something to cover you up.” He spoke lowly, chuckling as her needy, swollen cunt was practically swallowing the fabric of the panties that were on her hips. With a soft hum, his fingertips were running across her covered slit, collecting her arousal on his fingers while sighing, his head shaking.
“Look my angel. Who’s got you this wet?” He asked, his hands pushing her thighs apart more, falling to his knees at the edge of the mattress. “Y-you.” Y/N was whispering, shaking with anticipation as she was really desperate for something, anything. She knew the game Spencer was playing though. 
“Damn right,” He gave an arrogant smirk while blowing cool air on her soaked pussy, a chuckle leaving his lips at the pathetic mewl that fell from her lips. “That’s right. Me. Because you’re mine, Y/N. Gonna show you what happens when you get too into flirting when you only had to do the bare minimum.” He murmured, his fingers hooking in the waistband of the black panties, tugging them down her legs while discarding of them somewhere on the floor.
Spencer was delving right in, eating her as if she was his last meal and he was a starved man, the way Y/N’s whines and cries making his cock stand at attention. However it wasn’t long until he was pulling away, tongue paying attention to her throbbing clit while two of his long fingers were being pushed into her without warning. 
Her pussy was clenching around the digits, her back arching off of their sheets as she was blabbing her own praises, even if she wasn’t making too much sense because she was a sobbing mess as she could feel those long fingers curling.
Her hands were still bound, grabbing onto her own wrist, although she’d rather have her fingers in Spencer’s hair and being able to shove his face against her more. However, it was all crashing down when Spencer was pulling away, the male chuckling as his girlfriend was looking up at him with tears in her eyes. She was desperate for relief. 
“Shh.. I know.” The male chuckled, now getting off his shirt, shedding his slacks as well before his boxers were the last to go. He was getting situated, his hands wrapping her shaking legs around his waist while he was spitting onto her already soaked pussy, the tip of his cock teasing her desperate cunt by spreading the sit around as if she needed to be lubed up.
“Alright, angel. Are you ready for my cock or do you need my fingers a little longer?” He asked, an eyebrow raising. Even in his state, he’d always ask before going too crazy. Last thing he needed was to hurt her. 
“Cock!” Y/N blabbed immediately, eyes glossed over while her hips were rolling in an attempt to get some sort of friction, clenching around nothing as she was left to lay there helpless.
“Answer any faster, why don’t you? Someone is eager..” Spencer chuckled, however he was getting quite desperate himself. So, he wasn’t wasting time before his cock was pushing into her cunt, his head falling on her shoulder while he let out a low groan. 
Y/N was letting out a drawn out moan, a few whimpers following after. There was always a delicious stretch, the pleasurable pain having her squirming and trying to push herself against his cock for more, the only thing stopping her was a strong hand on her hip.
“Patience. I’ll pull out right now and cum on your stomach and leave you here to squirm. You know better than this.” He warned, his voice low as he kissed the spot under her ear. 
Feeling his rock hard cock stretching and stuffing her felt beyond amazing and she loved it. Once he was bottoming out, Spencer wasted no time in beginning to ram his cock into his girlfriend.
The feeling of her velvety, plushy walls was always enough to drive him insane. It was like she was made for him, not even just her body but her as a person. She complimented him so well and he did the same with her. It was safe to say that she was his person. Emphasis on his. 
The sinful sounds of skin slapping against each other and the moans, whimpers and cries from Y/N were filling the once quiet bedroom. Their neighbors hated them enough, Spencer could already hear the complaints from the woman next door. She’d already made several noise complaints in the past, which Y/N would joke with Spencer that it was because she hadn’t been touched in a good thirty years. What a life that would be. 
Spencer kept up his steady, relentless thrusts. His goal was always to have Y/N cum first, mainly because the mere sight of her creaming around his cock was enough to make him explode. “Sp-Sp.. I-I… C-Cu-“ That was all he got out of her before he knew exactly what she was trying to convey judging by the way her cunt squeeze tightly around him, a cry leaving her lips as she was doing hitting her orgasm, her back arching off the mattress as her nails were digging into her wrists.
“Fuck!” She cried, Spencer giving a few more sloppy thrusts before long ropes of his sticky cum were beautifully decorating her inner walls, his thrusts fucking it deeper into her while he was slowly coming down from his own high. 
Y/N was in full orgasmic bliss, her face flushed, her eyes glossed over, her once neatly done makeup running down her face as well as her face being all over the place. She was fully fucked out, making Spencer lean down and press a few loving kisses against her lips before he was pulling out and pushing himself to stand.
He disappeared off to the bathroom for a few moments, getting a warm bath ready for his girlfriend before heading back to the bedroom, a soft hum leaving his lips as he was carefully picking up his tired, fucked out partner.
“There we go. Let’s get you cleaned up.” He breathed, the woman letting her arms loosely wrap around his shoulders. She was still in the stage where she was crashing down from her high, so he was placing her gently in the warm tub before grabbing a washcloth. 
As he was washing his girlfriend, he was looking up at her face once he could see the content smile on her face. “Hi,” He whispered, the two sharing a little giggle amongst each other. “Hi.” Y/N responded, leaning over to press a kiss against her boyfriend’s cheek.
“I hope you know, I might be flirting with more people more often if this is the outcome.” She joked, making Spencer laugh. 
“Like hell you are.”
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snezka-049 · 2 months ago
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Snezka and SCP-049 beginning (lore)
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1. Dr. Snezhana Lewandowski lore (Snezka)
(Events before the containment breach).
In the corridors of the SCP Foundation, where secrets and anomalies are hidden from the public eye, Dr. Snezhana Lewandowski worked. Her life was full of mystery, and this is what drew her to the world of anomalies.
- - - - - - - - - - - - - - - - - - - - - - - - - -
Name: Snezhana Lewandowski
Age: ██
Date of Birth: 27/08/ ████
Clearance Level: Third
Personnel Category: B
Specialty: IT Specialist. Psychologist.
Place of work: Zone 19
Foundation experience: 5 years
- - - - - - - - - - - - - - - - - - - - - - - - - - -
Education
First: IT-Specialist.
Snezhana enrolled in the Faculty of Information Technology at a state university. During her studies, she specialized in cybersecurity and data analytics.
After graduating with a Bachelor's degree, then a Master's degree, she continued her education in graduate school, where she focused on research in the areas of:
1. Information Security.
2. Big data analytics.
She defended her doctoral dissertation on "Anomaly detection methods for system and big data", which attracted the attention of the SCP Foundation.
Second: Psychologist.
After achieving the success she needed in technical education, she decided to fulfill her life's main dream of working in the field of psychology. Due to some unpleasant events in her childhood, she did not have the opportunity to study in this field, so she had to temporarily change her orientation in life.
From an early age, Snezhana has shown an interest in psychology and human behavior. The motivation for this comes from a tough youth and personal traumatic experiences. Her goal was to help those who couldn't make it on their own, as she once couldn't. After enough time had passed, she managed to apply to the academy to study psychology. Upon graduating from the academy, Snezhana specialized in the areas of:
1. Clinical psychology.
2. Experimental psychology.
3. Counseling psychology.
After she got a job in a psychoneurological dispensary, gaining valuable experience and practice, a broader understanding of the inner world of people.
Invitation to the Foundation
Finding contacts and personal information about Snezhana was not difficult for the Foundation. Having noticed her abilities, the Foundation ordered to send a recruiter - ████ ██████ - into her social circle to get more information about the candidate. As a result, the recruiter ████ and Snezhana became close friends.
After some time of observation and communication of the recruiter with her, having received all the necessary information, the Board of the Foundation came to the decision to give her the invitation to work.
Realizing the risks and danger, Snezhana accepted the invitation, having resigned from her previous job after working for about 2 years.
After testing, interviewing and training, she became an employee of the Foundation with a level 2 security clearance.
Career at the Foundation
Snezhana started her career as a junior specialist in cybersecurity, a little later gaining a junior position in psychology.
Her specialization is a unique combination of programming and psychology, allowing her to look at anomalies from two perspectives: both as complex systems that require analysis, and as entities with their own consciousness and motivation.
Incident
While analyzing data, Dr. Lewandowski came across strange signals on the network. These were not just hacking attempts - they were coming from an entity known as SCP-███ She and others in the programming field developed a comprehensive defense strategy. In the process, they faced many challenges: the SCP-███ system was constantly adapting, and they had to find new solutions. Under conditions of stress and strain, Dr. Lewandowski managed to implement their real-time protection algorithm.
After that, for some reason, she was assigned more work in the field of psychology. Also, her success in the incident gave her a promotion to level 3 clearance.
In psychology
Dr. Lewandowski researches and analyzes object psychology. She develops methods of interacting with abnormal entities and helps in understanding their behavior.
Real security is achieved not only through physical barriers, but also through the emotional stability of employees. She took time to help her colleagues through seminars and psychology trainings for the staff of the Facility, trying to create an atmosphere of trust and mutual support among the employees.
For about 2 years, Dr. Lewandowski worked only with Safe Class facilities, and after being promoted to Senior Specialist in Psychology, she was ordered to work with Euclid Class facilities.
This promotion led her to meet one subject that changed her life, and in the future, his too... SCP-049 - Plague Doctor.
2. Lewandowski and SCP-049
(Events on the eve of the containment breach).
Experiment
The first days of Dr. Lewandowski and the SCP-049 subject were formal, protocol-driven. Lewandowski conducted standard interview sessions in an attempt to understand the motives and nature of his subject. The subject was cool and detached.
She knew SCP-049 was dangerous, but she saw him not only as an anomaly, but as a complex, multifaceted individual. His words were full of sadness and loneliness, imbued with longing and melancholy. She understood his logic, his pain, his desire to “help,” even if the methods were questionable, but perhaps all is not what it seems at first glance.
And yet she too had thought similar things to what SCP-049 had said, that the world was sick, humanity needed to be saved. Ever since she was a child, she had had thoughts like his in her mind.
She had a theory that there were no bad people in the world, but wounded people who had not been healed. She believed that a person becomes wounded, after being treated unfairly or cruelly, by similarly wounded people. If a person does not work on their wound, it will not heal, because there are many wounded people in the world that will scratch that wound, making it bigger. And this pain and resentment, like a virus or rot, infects his soul completely, making the person the same as the one who once inflicted the wound. Later that person carries this pain and resentment further, taking it out on others, making more infected. It is an endless cycle that cannot be eradicated completely, but can be minimized. Some can handle it, and some need help. You have to want help, you have to understand the situation and try to solve it too, because no one can help you better than you can help yourself, and that's what Snezka had to go through.
She thought these thoughts were strange, but after so many years, there was a creature that literally reflected her thoughts, with whom you can share this theory, and perhaps get understanding.
She saw herself in him, only a better version of herself, but with the same mental problems.
— How can that be!? He's just an abnormal object, why can't I stop thinking about him!? I can't stop thinking about him, his words. Maybe it's my soft nature, too compassionate, empathic, or maybe it's his anomalous action?
Dr. Lewandowski felt a kindred spirit in him and wanted to have more sessions with him, and most importantly, she wanted to get away from formal conversation, and share her thoughts with him about their common problem.
She decided to send a request to the management above about the idea of having experimental conversations with SCP-049, so that he would see Dr. Lewandowski as genuinely understanding, get comfortable with her, and tell her more about his treatment, himself, and the fever. Approval was granted, but it was a long wait. Finally she could be sincere with him.
Trust
New conversations with SCP-049, but not as formal as before, it took several such conversations before SCP-049 settled down with Dr. Lewandowski.
He told her more about the fever, about the treatment, they began to have deep dialogues about life and death, about philosophy, about society, SCP-049 even began to tell stories from his own life. Lewandowski also told him about her life, but she liked to listen to him more.
She found comfort in his monologues about the world, about death, about eternity, his stories about medicine. Her mind resisted, but her heart could no longer deny it: she felt something more than professional interest in him. It was a dangerous game, bordering on insanity. She knew it, but she couldn't stop. Lewandowski realized that her feelings were illogical, unacceptable, but they were there. Her greatest fear was that the Foundation would suspect something and restrict her access to him, which unfortunately happened...
Another conversation between SCP-049 and Lewandowski, the subject had already started addressing her by her favorite version of her name, Snezka, while she addressed him as Doctor. Suddenly the object fell silent.
— Doctor? Is everything all right?
— ...Yes. Snezka, let me demonstrate something to you, you should know....
The subject held out his hand, as far as it was possible being handcuffed for safety's sake, and nodded, offering to touch her. Sensing that this venture might not end well, Lewandowski extended her palm, and SCP-049 touched it.
— Wait, what...? Oh... My thoughts about your abilities were valid. - Was the last thing Snezka said before the cell door opened and she was summoned to leave.
Reprimand
— Dr. Lewandowski, your experimental conversations with the subject have come to an end. We have all the information we need, you will no longer have to work with SCP-049. Let's be honest, it seems you've begun to abuse your access to the facility, and the Foundation board has some questions about that.
— ...It was part of an experiment, you see.... It gave you a lot of new information, before such experiments such informative results were not observed. - said Lewandowski in her defense.
— Lucky for you that it didn't end in your death! Objects like 049 are dangerous, you can't trust them or reach out to them. Or have you forgotten what he did to Dr. Hamm? And everything was fine at first, too. This object is unpredictable! You're lucky you're a valued member of our staff, and this is the first time you've had an incident like this, otherwise we'd be forced to take action.
Separation
More work with other facilities has now fallen on her. One day, she dared to inquire about SCP-049. But she didn't get a clear answer.
Meanwhile, SCP-049 was asking the same question to the staff - when would Dr. Lewandowski visit?
— We're sorry, but Dr. Lewandowski has declined to work with you, SCP-049.
— ...That can't be true, you're lying! She couldn't have done it, I can feel it!
Subject SCP-049 became hostile to the Foundation, uncooperative and drove all attempts at contact away.
All or Nothing
— "Is the dream and freedom worth risking the lives and safety of others?" — Pondered by Dr. Lewandowski . — "Risking everything, insanity, selfishness(?). But if it's for a great purpose, for the good of all mankind..."
INCIDENT ██-████
(Latest walkie-talkie recordings)
(Static noise and warning signal sound)
Operator One: (Confused) This is operator one. Security protocol has failed! Repeat, security protocol has failed! All subjects... all subjects are at large!
Agent █: Reporting a security breach in Sector 3. Doors unresponsive, cameras disabled. Looks like SCP-███ is out of control.
Commander ███████: be careful! Confirm the presence of the intruder and take action to apprehend him.
(Noise, sound of gunshots)
Agent ██: (panic) This is crazy! Reporting SCP-███ is not alone. There are several other objects present. Very aggressive, we need help, repeat ████████████████ (interference).
Commander ████████: Come in, Agent ██, come in!!! (communication lost).
Commander ████████: Fuck...
Dr. █████: It could be SCP-███! He could have hacked into the security system and released the other facilities.
Commander ████: █████, are you sure? How?!
Dr. █████: I can't say for sure, but... (struggle noise) HOW ARE YOU!? STOP, DOCTOR... (interference).
Commander ████: All personnel to the assault! Stop the targets at all costs! What the hell's going on! Where's all the security personnel!?
(explosions, shouting)
Agent █████: They're all over the place
Agent ██: Where's the ██ squad?
Agent █████: they're holding back SCP-682
Agent ██: he's the last fucking thing we need!
SB-2: SB-1, this is SB-2! We've got-- we've got SCP-███breaking through! We can't stop him!
SB-1: Hold him off at all costs! Support is on the way.
(Siren and explosions)
Operator Three: SB-1, this is Operator Three! The ██ camera signal is gone! SCP-█████... he's out!
SB-1: All SB personnel to camera ██! Isolate SCP-█████! Repeat, isolate SCP-█████! (radio interference)
End of Calm
There has been a massive failure of the entire Foundation security system in Area 19, as well as a power failure. Security protocol, alarms, and warnings went off with a delay with most of the dangerous objects wreaking havoc in the Foundation. The alleged culprit of the SCP-“”" incident. Likely had accomplices, an investigation is underway.
During the incident, a large number of soldiers and staff died. There was a leak of several objects to freedom. The lists of dead and missing were equal. Dr. Snezana Lewandowski and SCP-049 were also listed as missing, among dozens of personnel and facilities.
The SCP Foundation, having suffered loss and damage, is doing its best to restore order after the chaos, but the world is no longer safe as before.
3. Conversations between Lewandowski and SCP-049
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good afternoon, SCP-049. I am your psychologist, Dr. Snezhana Lewandowski. It's a pleasure to meet you!
SCP-049: Greetings, doctor, I hope we can work together.
Dr. Lewandowski: I think so! So, how are you feeling today?
SCP-049: (pause) I feel... A burden. A burden that is hard to describe in words. Every day I see suffering, and it depresses me.
Dr. Lewandowski: Are you talking about human suffering? About those whom you refer to as sick people?
SCP-049: Yes. The weathering is not just a physical condition. This world, this wretched piece of the universe, is forever doomed to suffer. (Irritated) Mortals, powerless over their own weaknesses, forever seek salvation in false doctrines and vain hopes. They build cities out of flimsy material, create weapons that can destroy themselves, and cling to life without realizing its true nature. I see their pain, their despair, feel their fear of the inevitable. And I know I can help them. But they don't understand. They fear me! They reject my mercy! They call me a monster, a monstrosity! I see them trying to stop me, lock me up, impose their rules. But can you limit what is beyond their comprehension? Can one defeat that which is eternal? Their attempts are futile. I will always exist. Let them resist, let them fear. It only confirms their blindness.
(A moment's silence)
Dr. Lewandowski: (Sigh)...Have you ever thought about why this “fever” bothers you so much? What exactly causes you to feel so strongly about it?
SCP-049: (sighs) I have witnessed a lot of suffering. I have seen people lose hope, I have seen them fall victim to their weakness. This makes me want to help, but sometimes I feel that my efforts are futile.
Dr. Lewandowski: Do you feel that your help is really effective? Or is there any doubt about your methods?
SCP-049: (with some irritation) My methods are the only way to free people from their suffering! I cannot afford to doubt my vocation. But sometimes... It catches up with me.
Dr. Lewandowski: It is normal to have doubts. Many people face similar feelings. What do you do to deal with these emotions?
SCP-049: I continue my work. I focus on my goals.
Dr. Lewandowski: Maybe you should take time to reflect on yourself and your feelings. It may help you better understand your motivation and calm your mind.
SCP-049: I don't think so, but... You may be right. I worry that if I stop, the darkness around me will consume everything.
Dr. Lewandowski: (Pause)...How I understand that. Sometimes you have to take a step back to see the big picture. It doesn't mean you stop fighting the disease. It can only make you stronger.
SCP-049: Perhaps...
Dr. Lewandowski: This is an important step. And remember, you are not alone in your experience. I'm here to help you make sense of it.
SCP-049: Thank you... I'll try to remember that.
[END RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good evening Doctor, how are you feeling?
SCP-049: It would be better if I were allowed to return to my work.
Dr. Lewandowski: Don't worry Doctor, you will definitely be given that opportunity...
SCP-049: Really? Really!? I'm finally going back to work, I'm glad to hear that! When do I get a patient?
Dr. Lewandowski: ...Unfortunately, I don't have that information.
SCP-049: Maybe you could influence this situation? Explain my urgent need to progress with my treatment!
Dr. Lewandowski: I don't think I can... Doctor, you need to rest, you've been working hard. As a doctor, you should know that rest is very important for high productivity.
SCP-049: (Sighs) I wish I had something to do in these four walls...
Dr. Lewandowski: I have a suggestion. Do you like to read? I can bring you some books if the Foundation leadership says so.
SCP-049: That's a very marvelous idea.
Dr. Lewandowski: What kind of literature do you prefer?
SCP-049: I was interested in modern books about medicine, it is interesting to study what is being written about it now. It would be interesting to read something from philosophy.
Dr. Lewandowski: Excellent choice Doctor, we have the same taste in literature. Would you mind if I brought a couple more books on my recommendation for you?
SCP-049: Sounds good, I agree.
Dr. Lewandowski: See you, Doctor.
SCP-049: See you, thank you for such an interesting proposal, Dr. Lewandowski.
[END OF RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good evening, Doctor.
SCP-049: Good evening, Dr. Lewandowski.
Dr. Lewandowski: I want to understand how you feel when you look at the world through the prism of your...your uniqueness.
SCP-049: (hesitantly) Uniqueness?
Dr. Lewandowski: I'm talking about wisdom. You have lived for centuries, watching the birth and decline of civilizations. What have you learned in that time?
(Minute's silence)
SCP-049: I've seen nations rise and fall, empires born of dust and turned to stone, ideas ignite people's hearts and turn to ash. (Pause). I realized that existence is a perpetual cycle of birth and death, a constant struggle for survival. People are so hungry for meaning, but it eludes them.
Dr. Lewandowski: Isn't this struggle, this longing for meaning, the very essence of being?
SCP-049: (With sadness in his voice) Meaning... (Pause) It wanders like a ghost through the labyrinths of our consciousness. We search for it in religion, in science, in art, but it eludes us, leaving only emptiness.
Dr. Lewandowski: But don't you see, Doctor? You create your own meaning by helping people to get rid of the disease. You believe in what you're doing, Doctor. You believe it's necessary.
SCP-049: Faith... (Pause) This is another one of those ghosts that haunt us. I see things that others do not see, and it pains me. It pains me to see the suffering that is inevitable for all living things.
Dr. Lewandowski: And you're trying to help, Doctor...
SCP-049: (Interrupting) We are but pawns in the hands of fate. Our actions are insignificant in comparison to eternity.
Dr. Lewandowski: Don't say that, Doctor. You are not a pawn. You are the creator of your own destiny. And I believe you will find your path, your meaning.
SCP-049: (Heavy sigh) But not in this place, not here, not now.
Dr. Lewandowski: (Pause) You know Doctor... I'd like to share with you a thought that has been on my mind since I was a child.
SCP-049: What is it that's bothering you?
[recording interrupted for 5 minutes]
Dr. Lewandowski: I almost forgot, the Foundation gave me permission to bring you some books.
(Took several books out of her bag and placed a stack on the table next to the subject)
SCP-049: (With joy in her voice) Glad to hear that! Immensely grateful to the Foundation and of course to you, Dr. Lewandowski.
Dr. Lewandowski: (Smiling) I'm glad it lifted your spirits. See you later, we'll be sure to discuss what we read next time.
SCP-049: I look forward to seeing you.
[END RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Zone 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Hello, Doctor! How are you today?
SCP-049: Good afternoon, Dr. Lewandowski. I'm feeling... quite well. I've been studying some of the books you brought me at the last meeting.
Dr. Lewandowski: Excellent! Which books did you enjoy the most?
SCP-049: I was impressed with the works on human nature. Their authors convey emotions and experiences in a very subtle way.
Dr. Lewandowski: Yes, literature can indeed be a great way to understand people. Is there anything that surprised you about these books?
SCP-049: I was surprised by how diverse human feelings are. Everyone experiences love, fear, and hope in their own way.
Dr. Lewandowski: Yes, humans are amazing creatures! What about you? Have you ever experienced something similar to love?
SCP-049: (Pause) I'm not sure. My life has been devoted to fighting the windfall, and I haven't given much thought to such feelings. But... sometimes I feel warm when I talk to you. (turns away)
Dr. Lewandowski: I'm glad to see your condition has improved markedly. I feel warm when we talk, too. (Pause) You are an unusually interesting conversationalist.
SCP-049: (surprised) Interesting? I've always thought of myself as rather... odd. But it's nice to hear you say that. You don't hear that very often in this place, in general... I've never heard it from you.
Dr. Lewandowski: Weird people can be very interesting! We all have our unique qualities. For example, your view of the world is something special, not strange. By the way, have you read that novel?
SCP-049: The Master and Margarita? Yes, an interesting work about the power of love and the struggle against darkness.
Dr. Lewandowski: I think there are so many layers and philosophical themes there. You know, you sound like the Master (Laughs).
SCP-049: Hmm... There's something, maybe, and you remind me of Marguerite.
Dr. Lewandowski: (Laughs) That's probably true. Unfortunately, I have to go. Don't forget, you deserve to be understood. And I'm here to help you do just that.
SCP-049: (With a slight sadness in his voice) Your support gives me strength.
Dr. Lewandowski: We all need each other's support.
SCP-049: I look forward to our future conversations.
[END OF RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good afternoon Doctor, I would like to know what your thoughts have been occupied with lately?
SCP-049: Greetings. (Pause) Relatively recently, I've been thinking about the nature of human cruelty.
Dr. Lewandowski: Cruelty... (Pause) Unfortunately, it permeates every facet of existence, like a shadow that follows the light.
SCP-049: Yes. (Sighs) I watch people, and it makes me sad how capable they are of terrible things. There is a darkness lurking in their hearts that sometimes overshadows even the brightest impulses.
Dr. Lewandowski: As it happens, humanity is a paradox. On the one hand, it creates beautiful works of art, science and culture, and on the other hand, it is capable of ruthless acts of violence and hatred.
SCP-049: Exactly. I see how people can be kind and compassionate, but at the same time they easily cross the line into becoming instruments of destruction. It causes me deep sadness and bewilderment.
Dr. Lewandowski: I share your feelings and support your thoughts, Doctor.
SCP-049: It is most gratifying to know that, Dr. Lewandowski. My mission is to rid mankind of disease. At times I am at a loss as to what to do about this inner cruelty? How do you heal a society that is tearing itself apart?
Dr. Lewandowski: You see, many of these atrocities come from fear, ignorance and hatred. Or perhaps they were mentally wounded once, and that wound, without proper treatment, began to fester, infecting the whole mind and soul.
SCP-049: (Interested) I like the way you think. Abuse is not just physical violence. It is also words that hurt, betrayals and indifference to the suffering of others. In each of these acts I see a reflection of the disease.
Dr. Lewandowski: (Sigh) Sadly, dreams of a world where humanity can overcome its cruelty and learn to love are utopian.
SCP-049: I'm not so sure about that. It's certainly not an easy task, the whole world and one me, the road to healing is long and thorny. But the more I work at it, the closer that peace comes.
Dr. Lewandowski: (Pause) Perhaps someday people will realize that cruelty is not part of their true nature. Perhaps they will learn to see in each other a reflection of themselves and learn to care for those who suffer. Perhaps... (Pause) But sometimes you get the idea that some people are so rotten in their souls that treatment will be useless, and the only thing left to do is to rid the world of that person so they don't hurt others. This is not humane, but in such a case it is possible to make sure that this person stays alive but is not capable of hurting others.
SCP-049: (Surprised) Your thoughts make sense. We've had a rather pleasant dialog. I've never had such an in-depth discussion with anyone else. I feel much better.
Dr. Lewandowski: (Smiling) That's wonderful, Doctor, I confess I don't often have someone to talk to about this either.
[END RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good afternoon, Doctor, how is your mood?
SCP-049: Greetings. My mood is a little down, without my work I'm having a hard time mentally.
Dr. Lewandowski: I'm sorry to hear that, Doctor. (Pause) Let me ask you something.
SCP-049: I'm listening to you.
Dr. Lewandowski: Do you have any pleasant memory from your life?
SCP-049: (Sighs) Unfortunately, there aren't many... (Pause) I do recall one. Yes, it was a time when I was out in the wild, searching for rare herbs and plants in the forest. No people and just the sounds of nature. And then I came to a field, a field of lavender. (Sighs) It's... It was a magical feeling. The field was filled with bright colors and the air was full of a light, slightly spicy aroma. I felt like I was in another world, away from my worries. I walked slowly among the flowers, watching the bees as they worked to gather nectar. The bees are not aware of the suffering that humans are experiencing, they are just doing their job, benefiting the world around them. It made me think: maybe that's what humanity needs - the simple pursuit of the good. (Pause) The whole day I was there. It was wonderful. I dream of being in that moment again one day.
Dr. Lewandowski: That's... It's a wonderful memory, very beautiful.
SCP-049: Yes... It's beautiful. You know, I feel a little better.
Dr. Lewandowski: (Smiling) That's wonderful to hear. Try to remember something else, good thoughts can smooth out your condition within these walls.
SCP-049: I'll try. Thank you for encouraging me to remember this.
[END RECORDING]
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Interviewer: Dr. Snezhana Lewandowski, Area 19
Interviewee: SCP-049
[START RECORDING]
Dr. Lewandowski: Good afternoon Doctor, how is your mood?
SCP-049: Good afternoon Snezka. I guess my mood is somewhere between average and good. Good to see you, how are you feeling?
Dr. Lewandowski: I'm not bad. I have something I'd like to give you. I had a hard time getting permission for it from the foundation, but....
(Took out of her bag a small pillow with a lavender flower print pillowcase and placed it on the table in front of the subject).
This is for you. I remember that you don't need sleep, but that's not what it's for. Rather it is for coziness, and your favorable mood. This pillow is stuffed with lavender.
SCP-049: (Surprised) It's for me?! What a wonderful gift, lavender really calms me down.
Dr. Lewandowski: I'm glad the gift is useful to you. I would have brought you something else, but unfortunately the Foundation has only authorized this one so far.
SCP-049: I am honored by such attention, thank you, Dr..... Snezka. (Pause) ...How did I not notice that... Your last name is...
Dr. Lewandowski: (Interested) Hmm?
SCP-049: Lewandowski, that last name comes from the Old Polish word levanda, which means lavender. What a wonderful coincidence, my favorite plant.
Dr. Lewandowski: (Smiles) Yes, that's right, my favorite too by the way. I am amazed at your knowledge, Doctor!
SCP-049: It is a pleasure to be appreciated and understood by you. I must admit, you are not out of my mind.
Dr. Lewandowski: (Embarrassed) Oh... You know, it's mutual. Doctors aren't supposed to have favorites, but I have to admit...(Pause) You're my favorite patient.
(momentary silence)
SCP-049: I wish we could meet more often...
Dr. Lewandowski: I'd like that too, Doctor...
[END OF RECORDING]
Supplement
https://www.tumblr.com/snezka-049/766312832505626624/snezka-and-doctor-reference-and-lore-scp-049?source=share
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love-and-deepspace-wiki · 1 month ago
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Hunter's Association: Departments, Sectors, and Sub-groups
Details:
The Hunter's Association is divided into multiple departments, sectors, and sub-groups. All such entities that have been mentioned in-game (thus far) are listed below.
Sectors:
UNICORNS:
The best combat unit under the Hunter's Association. Known for their unmatched power and fast responses, they specialize in tackling extremely dangerous Wanderer incidents that regular hunters can't handle. Their elite sector is small and notoriously unconventional.
DAWN
Departments:
Advanced Tech Labs
Archives
Armory:
The Armory is where a Deepspace Hunter's weapons are stored, serviced, and maintained. Following a mission, the returning hunter relinquishes their equipment to the Armory so that this service can take place.
Data Analysis:
Data Analysis (also referred to as "Data Analytics") serves as the intelligence processing center for individual teams while providing support to other sectors. Their responsibilities include gathering and analyzing data, detecting and identifying Protocores, and monitoring regional energy fluctuations.
Data Center
Hunter's Association Support Center
Intel Department
Linkon Hunter Dispatch Center:
This department responds to urgent Wanderer reports across Linkon City by dispatching hunters, deploying medical teams, raising hazard alarms, and monitoring real-time positioning. Their work area features a holographic control console in the center of the room that displays a 3D map of Linkon City. Blinking red dots represent high-level threats, blue dots represent hunters in the area, and yellow dots represent Wanderers. At the conclusion of each case they resolve, an incident repoer is submitted. This department's positions include multiple dispatchers, a surveillance officer, and a Captain (currently Captain Colin). They have a break room and their own cafeteria, a feature Alpha Team lacks.
Case Numbers: Case numbers follow the incremental naming standard "LK204×01101", "LK204×01102", "LK204×01103", etc.
Emergency Response Protocol: A high-level procedure triggered for threats only equivalent to five or more Wanderers. It requires the coordinated effort of at least five hunters.
Logistics Department
Medical Support Department:
The Medical Support Department, in partnership with the Logistics Department and Operations HQ, recently implemented an updated "Hunter Health Policy" which introduced three new regulations:
Monthly period leave for female hunters increased from 2 to 4 days per calendar month.
A "period subsidy" that will be added to their pay structure
The Medical Support Department and Akso Hospital will offer specialized health consultations and support for menstruation-related diet, exercise, sleep, and mental well-being, helping them maintain a balanced lifestyle during their period.
Operations HQ
Protocore Research Department
Security Department
Sub-groups:
Armament Tech:
Armament Tech is a specialized team dedicated to the development, optimization, and maintenance of Deepspace Hunter combat equipment. The Hunter's Association assigns an Armament Tech team to each squad. This team provides state-of-the-art technological support to hunters and enhances the combat capabilities and efficiency of the entire squad.
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elizabeth-katz · 5 months ago
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As a sophomore student studying Mathematics and Statistics, my academic journey has been both challenging and rewarding. I have always had a deep appreciation for problem-solving and logic, which is what drew me to these fields in the first place. In high school, I excelled in subjects that required analytical thinking, and as I transitioned to university, I realized that Math and Stats were where I truly belonged.The first year of my studies was a whirlwind. I was introduced to a wide range of topics, from calculus to probability, and though the coursework was demanding, I found myself captivated by the way abstract concepts could be applied to real-world problems. The foundation I built in my freshman year helped me understand the theoretical aspects of mathematics while giving me the tools to approach complex problems with a statistical mindset.Now, as a sophomore, I find myself diving deeper into more specialized areas, like linear algebra, statistical inference, and multivariable calculus. The material is more advanced, but my passion for these subjects has only grown. I've learned that the beauty of mathematics lies not just in finding answers, but in the process of discovery and critical thinking. Statistics, on the other hand, has shown me the power of data and its ability to reveal hidden patterns that can inform decisions and predictions.Being a sophomore means I’m beginning to connect the dots between different concepts and developing a more holistic understanding of my field. While there are still tough days when the formulas seem to blur together or the numbers don’t add up, the excitement of uncovering the solutions keeps me going. The support of professors and classmates makes a huge difference, and I feel more confident in tackling the challenges ahead.I’m looking forward to the rest of my time in this program, knowing that with each year, I’m growing closer to achieving my goals and perhaps even making my mark in the world of mathematics and statistics. Every lecture, every assignment, and every project is a stepping stone toward building the future I dream of.
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lepartidelamort · 10 days ago
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The Leuchter Report that Ended the Holocaust Myth
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Robert Faurisson
In January 1988, I came to Toronto, Canada, to appear in court in defense of Ernst Zündel, a German-Canadian accused of spreading "inaccurate information." The thing is that Ernst Zündel published the book "Did Six Million Really Die", which refutes the dogma that during the 2nd World War the Nazis killed six million Jews, and with the help of poison gas "Cyclone B" .
In 1985, Mr. Zündel was already brought to justice under the same article. The trial lasted seven weeks, during which Ernst Zündel was found guilty and sentenced to 15 months in prison. In January 1987, the Ontario Court of Appeal invalidated this conviction due to numerous breaches of due process and ordered a new trial, which began on January 18, 1988. Court hearings are not over to this day, when I write these lines.
My first conversation with Fred A. Leuchter took place on February 3 and 4 in Boston. I was very impressed with the accuracy of his answers to my questions and his ability to thoroughly explain every step, every detail of the gassing. He confirmed the great danger to the performer of this execution procedure by means of Zyklon B.
This gas was first used for execution in the United States in 1924. But until 1988, a number of problems associated with the design of gas chambers were not solved, especially the problem of tightness. In the course of this conversation, I came to the conclusion that Mr. Leichter does not question the generally accepted view of the Holocaust.
After I returned from Boston to Toronto and told Ernst Zündel about my conversation with Fred Leuchter, Mr. Zündel decided to get an expert opinion and ask Mr. Leuchter to draw up a report on the so-called gas chambers in Auschwitz, Birkenau, Majdanek. After Mr. Leichter got acquainted with the data of aerial photographs of the camps during the war, with plans for crematoria and so-called gas chambers, documents about Zyklon B, and photographs of the remains of the camps made in 1970 by the Swedish researcher Dietlieb Felderer, he accepted this assignment.
On February 25, 1988, Fred Leuchter, accompanied by his wife Caroline, draftsman Howard Miller, photographer Jürgen Neumann and Polish translator Theodor Rudolph, set off. They returned eight days later, on the third of March.
Immediately upon his return, Fred Leuchter wrote this 192-page report (with notes, etc.). His conclusions were clear. It has been proven that gas chambers did not exist at Auschwitz, Birkenau, and Majdanek, and those structures that are presented as such could not be.
On April 20 and 21, Fred Leuchter came as a witness to the Toronto City Court. There he answered questions posed first by Zündel's lawyer Douglas Christie, whose assistants were Kelti Zubko and Barbara Kulachka, and then by the authorities' prosecutor John Pearson. The prosecution included numerous Jewish consultants. During the trial, Fred Leuchter was also cross-examined.
Questions were asked in the presence of the judge, as well as twelve jurors. There was an atmosphere of unusual tension in the courtroom. I sat next to several Holocaust revisionist experts, among them Dr. William Lindsey, DuPont's chief research chemist until he retired in 1958. I think that it was clear to everyone present in the courtroom, regardless of their attitude towards the accused, that they were taking part in a historic event. The myth of the gas chambers is dead!
The day before, Missouri State Warden Bill Armontroth made a statement and explained the process and practical use of cyanide* gas chambers. After that, it became clear to every attentive listener that if it was difficult to kill a single person in this way, then what can we say about the alleged mass executions by the Germans of hundreds of thousands of people with these gases, and even in such a small space.
Fred Leuchter's testimony was corroborated by Dr. James Roth of Cornell University, manager of Alpha Analytical Laboratories / Massachusetts /. Dr. Roth gave information about the analysis of samples taken from the walls, floors, ceilings and other fragments of the premises presented as gas chambers in Auschwitz 1 and Birkenau. These samples showed either the complete absence of cyanide, or its negligible content. The only exception was control sample no. 32 taken from the Birkenau camp's pest control room. These data were given in appendix No. 1 of the Leichter report - they were provided to the jury by the main defender. The differences in the concentration of cyanide found in the pest control room on the one hand and in the alleged gas chambers on the other were staggering. I think,
I think that I happened to be the first person to point out the fact that all research in the so-called extermination gas chambers, in which Zyklon B was allegedly used, must begin with the study of American gas chambers. I began my research in this area already in 1977 with the help of my American friend Yudin S. Brugger, a lawyer based in New York. In doing this work, I received information about six American prisons: San Quentin in California, Santa Fe in New Mexico, Jefferson City in Missouri, Rayleigh in North Carolina, Baltimore in Maryland, and Florence in Arizona. By that time, I had come to the conclusion that only an expert on American gas chamber construction technology was able to give a definitive opinion on whether those gas chambers described in "
Over the following years, my articles on German gas chambers were based on material on American gas chambers. Among these articles were: "The Auschwitz trial or the problem of the gas chambers" /Published December 29, 1978 in the French daily Le Monde/, a long interview published in August 1979 in the Italian magazine "Storia illustrata". In September 1979, I inspected the gas chambers at the Baltimore State Penitentiary in Maryland, and was able to obtain eight photographs, as well as additional material based on documents. After that, at a meeting chaired by Fritz Berg (this meeting was held in New York), I explained the method and process of executions in the gas chambers in the Baltimore prison using visual material, after which there was a long discussion about this. In 1980, in the first issue of the new journal "Journal for Historical Review", my article was published under the title "Mechanism of asphyxiation by gas", in which I described in sufficient detail the structure and methods of using American gas chambers. In the same year, in the journal Historical Truth or Political Truth? /"Do you believe the historian or do you believe the politician?"/ Eight photographs of the gas chambers in Baltimore. My video, released in 1982, begins with an analysis of the American gas chambers.
In 1983, I prepared a book in English for the Institute of Historical Revisionism in Los Angeles on the subject of a Holocaust controversy. For the first time, it contained questions on prisons and answers to them. However, this book was never published - on July 4, 1984, on Independence Day, as a result of arson, the institute's archives were destroyed. In fact, this fire put an end to the viability of the institute, and a large number of projects, including my book, were never realized.
It may seem that the Holocaust is something of enormous proportions, but this "colossus", as Arthur Butz calls it in his book "The Deception of the Twentieth Century", has feet of clay. In order to see this shaky foundation, you only need to go to the former Auschwitz concentration camp in Poland. Thus, as Dr. Wilhelm Steglich said, the thesis that Auschwitz was a "Corpse Factory" will lose all meaning. I believe that all the secrets of Auschwitz are concentrated on 65 square meters of space in places that pass off as gas chambers in Auschwitz 1, and on 210 square meters of the same premises in Birkenau. Immediately after the end of the war, the Allies were to subject these 275 square meters to a thorough analysis. But neither then, nor until today, such an analysis was carried out. The Polish expert Jan Zen ordered a rather large-scale study at Auschwitz, but it did not include the study of the so-called gas chambers.
Subsequent research by the revisionists showed that the premises masquerading as gas chambers could not have been used for such purposes. Dietlieb Felderer published photographs showing the poor design of the exhaust ventilation and doors of the "gas chambers", as well as the specific coloring of the walls: iron blue**. I myself discovered in 1975 in the archives of the State Museum of Auschwitz / archives carefully guarded by communist officials / the plans for the "gas chambers" and was the first to publish them in various books and articles.
These plans were shown at the 1st Symposium of the Institute of Historical Revisionism , held in 1979 in Los Angeles. This symposium was attended by Mr. Zündel . In fact, the "gas chambers" were simply morgues, or rather, as can be seen on the diagrams, a mortuary for crematorium 1, which was later turned into a bomb shelter, and a mortuary for crematorium 2.
And yet, in order to absolutely scientifically confirm everything that a healthy human mind suggested to us and that revisionist studies and documents revealed, it was also necessary to find an American specialist in gas chambers. I put a lot of effort into finding such a person, but to be honest, I had little hope of finding a person who was not only an expert in the technology of using and building gas chambers, but also had the courage to conduct such research in a communist country. and publish the results - in the event that they coincided with the results of the study of revisionist scientists. Fortunately, I was wrong in my predictions.
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Robert Faurisson (left) and Fred Leuchter
Such a specialist was found, and it turned out to be Fred Leuchter. He went to Poland, did all the necessary research, wrote his report and testified in favor of Mr. Zündel in a Canadian court; in doing so, he quietly made history.
Fred Leuchter is a slightly shy but determined person, he always speaks very clearly, without spreading his thoughts along the tree. He would be an excellent professor, he has a real talent for explaining any complex and incomprehensible problem or phenomenon intelligibly. When I asked him if he was afraid of possible dangerous consequences, he explained his position simply: "A fact is a fact."
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After Leuchter's report was read by renowned historian David Irving, he called the document during his testimony at his trial in Toronto on April 22, 1988, "destroying" and also the base for any historian who wishes to write scholarly work on World War II. .
Without Ernst Zündel, all that is now known would not exist. He sacrifices everything in his quest for historical accuracy. He lives in difficult conditions, confronting powerful enemies. He is constantly under pressure, sometimes taking unexpected disgusting forms. But he is a strong charismatic personality. He knows how to analyze any situation and evaluate the forces needed to turn disadvantages into advantages. People from all over the world come to him, he mobilizes people with high moral qualities. He is a real thinker, and he has a special gift for combining a healthy human mind with the ability to understand people and situations. It is possible that for his further research and convictions he will again have to end up in prison or be expelled. Everything is possible, especially in the conditions of an intellectual crisis, when history in many respects must be returned to its full circle. Revisionism is a great intellectual event of the late 20th century, and there is something adventurous about it.
Whatever happens, Ernst Zündel is already a winner. He is a pacifist activist who achieved victory by the power of reason and persuasion!
Dr. Robert Faurisson,
Toronto, April 23, 1988.
Notes:
In Germany, France, England, Russia, Canada and other countries, people who express "politically incorrect views" are prosecuted. Partially with official prosecution, "hand in hand" goes hand in hand with private prosecution, which means that all those who do not accepts egalitarianism in any form, they destroy it in all conceivable and unthinkable ways.
Fred Leuchter, 45, lives in Boston, Massachusetts. He is a specialist in the development of materials for executions, which are used in prisons across America. One of the main orders for this scientist was the project of a new gas chamber for the prison in Jefferson City, Missouri.
Russian editorial comment
* Cyanides are derivatives of hydrocyanic (hydrocyanic acid) H-CN, of the general formula R-CN, where R=(metal ion, hydrocarbon or other residue). For organic cyanides, the scientific name is nitriles. Hydrocyanic acid and its salts, for example, KCN (potassium cyanide), have the strongest general poisonous effect. Cyanide-ion (-CN) firmly binds the main blood element iron (Fe), after which blood proteins are no longer able to bind oxygen (O2) and transport it to organs and tissues. Such an effect of hydrocyanic acid and its volatile derivatives is almost instantaneous and the huge risk of using them in large quantities in small areas is quite understandable.
** "Iron blue" is a complex salt with composition Fe4 [Fe(CN)6]. It has a bright blue color and can form on iron walls as a result of prolonged interaction with hydrocyanic acid HCN.
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learntodigital11 · 6 days ago
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PPC Training Course: Become a Certified Pay-Per-Click Advertising Expert
Course Overview
In today’s competitive digital marketplace, Pay-Per-Click (PPC) advertising has emerged as one of the most powerful ways to attract highly targeted traffic, generate quality leads, and drive conversions. Whether you are managing a small business campaign or running large-scale enterprise ads, mastering PPC can significantly improve your marketing ROI.
Our Comprehensive PPC Training Course is designed to equip marketers, entrepreneurs, students, and professionals with in-depth knowledge and hands-on experience in paid advertising across leading platforms like Google Ads, Bing Ads, Facebook Ads, and more. This course will help you learn how to craft effective ad campaigns, optimize performance, manage budgets, analyze results, and scale your advertising for maximum profitability.
From keyword selection and bidding strategies to ad copywriting, A/B testing, and conversion tracking, this course covers every essential aspect of PPC advertising in a practical, easy-to-understand format.
Learning Objectives
By the end of this course, participants will be able to:
Understand PPC fundamentals, auction systems, and ad networks.
Create, manage, and optimize campaigns on platforms like Google Ads and Facebook Ads.
Conduct in-depth keyword research and match types selection.
Write compelling ad copy that converts.
Set budgets and bidding strategies effectively.
Track conversions and measure campaign ROI.
Perform A/B testing to optimize ads and landing pages.
Understand Google Ads policies and avoid common mistakes.
Use advanced tools and analytics to make data-driven decisions.
Who Should Take This Course?
This PPC course is ideal for:
Digital marketers looking to master paid advertising
Business owners and entrepreneurs who want to drive more leads and sales
Marketing students and job seekers aiming to build strong PPC expertise
Freelancers and consultants offering PPC services
Content creators, affiliate marketers, and eCommerce sellers
Anyone looking to pass Google Ads certifications or boost their resume
Whether you are a complete beginner or have some experience in online advertising, this course is structured to take you from foundational concepts to advanced techniques.
Course Duration & Format
Total Duration: 4 to 6 Weeks
Mode: Live Online Classes | Self-Paced Videos | In-Person (in select cities)
Class Schedule: 2–3 sessions per week (1.5–2 hours per session)
Assignments & Projects: Weekly exercises and a final live campaign project
Certification: Industry-recognized Certificate of Completion
Participants also receive lifetime access to course materials, templates, and recordings.
Course Modules
Module 1: Introduction to PPC Advertising
What is PPC? How it works
PPC vs. SEO: Key differences and benefits
Understanding ad auctions, quality score, and ad rank
Overview of major platforms: Google Ads, Bing Ads, Facebook/Instagram Ads, LinkedIn Ads
Module 2: Google Ads – Search Network
Account structure: Campaigns, ad groups, and ads
Keyword research tools and techniques (Google Keyword Planner, Ubersuggest, SEMrush)
Match types: Broad, Phrase, Exact, and Negative Keywords
Creating text ads and responsive search ads
Setting up campaigns, budgets, and bidding strategies
Understanding Quality Score and Ad Rank
Best practices for search ad optimization
Module 3: Google Ads – Display & Remarketing
Display Network basics and visual ad formats
Targeting options: audience, contextual, placements
Creating banner ads and HTML5 ads
Setting up remarketing audiences
Display campaign creation and optimization
Retargeting strategies to bring back lost visitors
Module 4: Google Ads – Shopping & YouTube Ads
Google Merchant Center and product feeds
Setting up Smart Shopping and Performance Max campaigns
Introduction to YouTube Ads (TrueView, bumper ads)
Video ad creation and targeting
Budgeting and video ad performance tracking
Module 5: Facebook and Instagram Ads
Setting up a Business Manager and Ad Account
Creating audiences: custom, lookalike, saved audiences
Ad formats: image, carousel, video, story, collection
Campaign objectives: awareness, consideration, conversion
Pixel installation and event tracking
A/B testing and campaign optimization
Budgeting, bidding, and scaling strategies
Module 6: Landing Pages and Conversion Optimization
Importance of a high-converting landing page
Key elements: headline, CTA, visuals, trust signals
Tools for building and testing landing pages (e.g., Unbounce, Leadpages)
A/B testing for ads and landing pages
Reducing bounce rate and improving user experience
Module 7: Analytics, Tracking & Reporting
Conversion tracking setup (Google Ads, GA4, Meta Pixel)
UTM parameters and campaign tagging
Google Analytics integration and goal tracking
Reading reports: impressions, CTR, CPC, CPA, ROAS
Creating custom dashboards and performance reports
Identifying underperforming ads and campaigns
Module 8: Budgeting, Bidding, and Scaling
Manual vs. automated bidding strategies
CPC, CPM, CPA, and ROAS models
Campaign budgeting and forecasting
Scaling campaigns profitably
Avoiding overspending and improving ad efficiency
Module 9: Advanced Strategies and Common Pitfalls
Smart bidding and machine learning in PPC
Audience layering and segmentation
Seasonality and campaign planning
Common mistakes in PPC and how to avoid them
Google Ads policies, ad disapprovals, and account suspensions
Module 10: Capstone Project & Certification
Create a live campaign for a real or mock business
Set up and optimize ads across at least two platforms
Present strategy, results, and learnings
Receive instructor feedback and final assessment
Certificate of Completion + Google Ads exam preparation (optional)
Course Features
Hands-on Practice: Live campaign setup and real-time platform navigation
Industry Tools Covered: Google Ads, Meta Ads Manager, Google Keyword Planner, SEMrush, Canva, Google Analytics 4 (GA4), and more
Templates & Resources: Ad copy templates, budget calculators, performance trackers
Access to PPC Experts: Live Q&A sessions and mentor feedback
Career Guidance: Resume building tips, portfolio development, and job assistance
Certification
All participants who complete the course and pass the final project will receive an Industry-Recognized Certificate. You will also be guided on how to clear the Google Ads Certifications, such as:
Google Ads Search Certification
Google Ads Display Certification
Google Ads Video Certification
Shopping Ads Certification
These certifications are valuable for building credibility as a digital marketing professional or freelancer.
Why Choose Our PPC Training Course?
✅ Up-to-date Curriculum aligned with current ad platform features ✅ Practical & Real-World Focus with live account walkthroughs ✅ Expert Faculty with years of campaign management experience ✅ Free Access to Tools & Templates used by top advertisers ✅ Supportive Community of learners, marketers, and business owners ✅ Flexibility to learn at your own pace or through live instruction
Benefits of PPC Skills in 2025 and Beyond
High demand for PPC specialists across industries
Essential for digital marketing agencies, eCommerce, SaaS, local businesses, and consultants
Control over marketing costs with measurable ROI
Quick visibility and traffic generation compared to organic methods
Adds a high-paying skill to your resume or freelance profile
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mrsagrant · 3 months ago
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Thursday Check-in 02/06/2025
To help me be successful, I would like to know if you can offer any tips on what mindset I should have while looking into my data? I've seen on my personal accounts things like "accounts reached" and it also tells who visited your page from the post and different things like that. Personally I feel like the data isn't usually consistent. Maybe that has to do with the algorithm. If I was an influencer or something I would see consistency or consistent growth, but since I don't have that and I want to analyze my personal data, could you maybe provide me with questions to think about when looking at the data. When I see the analytics of my social media I don't really pay it too much attention because it's not that important to me. Should I be thinking in a way of how to improve the data that I see in the aspect of growth? I think that may be how I should be coming up with my hypothesis if I am reading the assignment correctly. I just want to be sure I have the right idea of what I am looking for and why I am looking for it. I think I am just a little nervous because this is a big project and theres so much information. If you have any tips at all I'd appreciate it . @npfannen
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debra521 · 29 days ago
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As a sophomore student studying Mathematics and Statistics, my academic journey has been both challenging and rewarding. I have always had a deep appreciation for problem-solving and logic, which is what drew me to these fields in the first place. In high school, I excelled in subjects that required analytical thinking, and as I transitioned to university, I realized that Math and Stats were where I truly belonged.The first year of my studies was a whirlwind. I was introduced to a wide range of topics, from calculus to probability, and though the coursework was demanding, I found myself captivated by the way abstract concepts could be applied to real-world problems. The foundation I built in my freshman year helped me understand the theoretical aspects of mathematics while giving me the tools to approach complex problems with a statistical mindset.Now, as a sophomore, I find myself diving deeper into more specialized areas, like linear algebra, statistical inference, and multivariable calculus. The material is more advanced, but my passion for these subjects has only grown. I've learned that the beauty of mathematics lies not just in finding answers, but in the process of discovery and critical thinking. Statistics, on the other hand, has shown me the power of data and its ability to reveal hidden patterns that can inform decisions and predictions.Being a sophomore means I’m beginning to connect the dots between different concepts and developing a more holistic understanding of my field. While there are still tough days when the formulas seem to blur together or the numbers don’t add up, the excitement of uncovering the solutions keeps me going. The support of professors and classmates makes a huge difference, and I feel more confident in tackling the challenges ahead.I’m looking forward to the rest of my time in this program, knowing that with each year, I’m growing closer to achieving my goals and perhaps even making my mark in the world of mathematics and statistics. Every lecture, every assignment, and every project is a stepping stone toward building the future I dream of.
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marketingexpertarpita · 1 month ago
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💡 What’s the Difference Between a Facebook Profile and a Facebook Page?
If you’re active on Facebook, you've probably come across both profiles and pages — but many people still confuse the two. Whether you're a casual user, a business owner, content creator, or aspiring influencer, it’s important to understand how they work and what they're designed for.
Here’s a detailed breakdown of the differences between a Facebook Profile and a Facebook Page 👇
🔹 Facebook Profile – Your Personal Identity
A Facebook profile is your personal account. It represents you as an individual — your name, photos, interests, and personal updates.
✅ Key Features:
Friends: You can send and accept friend requests. These are mutual connections.
Follower Option: Others can follow you (if enabled), even if they’re not friends.
Privacy Control: You can set posts to private, friends only, or public.
Daily Use: Perfect for sharing personal life events, updates, travel photos, etc.
Activity Access: You can join groups, comment on posts, like pages, and react to friends’ content.
❌ Limitations:
Max 5,000 friends.
Not designed for business or promotional use.
You can’t run ads or view audience insights.
No monetization options (e.g., In-Stream Ads or paid partnerships).
🔹 Facebook Page – Public Brand or Business Presence
A Facebook Page is meant for public figures, businesses, creators, influencers, or organizations that want to build a public presence.
✅ Key Features:
Followers: People can like or follow your page. No need to accept requests.
Unlimited Reach: Unlike profiles, there’s no limit to how many people can follow your page.
Business Tools: Access to Meta Business Suite, post scheduling, automated responses, etc.
Insights & Analytics: See how your content performs with real-time data.
Monetization: Eligible pages can earn money via Facebook In-Stream Ads, Stars, Subscriptions, and more.
Ad Management: Run targeted Facebook and Instagram ads directly from your page.
Multiple Admins: You can assign different roles (admin, editor, moderator, etc.) to team members.
Best For:
Small businesses
Bloggers & creators
Artists, musicians, public figures
Nonprofits and organizations
Anyone who wants to grow an audience or brand
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🎯 Which One Should You Use?
If you're just here to connect with friends and family, a Facebook Profile is perfect.
If you're trying to build a brand, grow a public following, or run a business, you absolutely need a Facebook Page.
👉 Pro Tip: You can have both! Use your profile for personal connections and your page for professional or public content. In fact, you can even link your profile to your page for better visibility.
✨ Final Thoughts
Understanding the difference between a Facebook profile and a page can help you use Facebook more effectively. Don’t use your personal profile to promote your business — not only is it against Facebook’s terms, but it also limits your growth potential.
If you're looking to build a public image, attract followers, run ads, or monetize your content, setting up a Facebook Page is the right move.
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realinspirations · 2 months ago
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Maximizing Efficiency: How to Streamline Workflow for Teams and Businesses
 In now a days speedy-paced business surroundings, efficiency is prime to staying competitive. Streamlining workflow is a critical method that enables groups optimize productivity, lessen inefficiencies, and beautify overall performance. By figuring out bottlenecks, leveraging generation, and imposing powerful strategies, businesses can acquire better results with less effort. This article explores diverse methods to streamline workflow and beautify operational performance.
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Best tools to streamline workflow for small businesses free 
Understanding Workflow Streamlining
Workflow streamlining involves simplifying and optimizing tasks, approaches, and conversation within an organization to make certain smooth operations. The purpose is to dispose of needless steps, lessen redundancies, and enhance usual workflow performance. By streamlining workflow, organizations can limit errors, beautify employee productivity, and enhance customer delight.
Steps to Streamline Workflow
1. Analyze Current Processes
The first step in streamlining workflow is to investigate the contemporary strategies. Understanding how duties are currently being finished permits corporations to become aware of inefficiencies, redundancies, and regions that need improvement.
Conduct technique audits to map out workflows.
Identify bottlenecks that slow down operations.
Seek remarks from personnel worried within the workflow.
2. Define Clear Goals and Objectives
Setting clean objectives allows make certain that every one workflow optimization efforts align with the company’s dreams. Whether the intention is to lessen processing time, growth accuracy, or improve customer service, defining specific and measurable goals is important.
Establish key overall performance signs (KPIs) to degree achievement.
Ensure all crew participants apprehend the anticipated outcomes.
3. Automate Repetitive Tasks
Automation is a recreation-changer in terms of streamlining workflows. Leveraging generation to deal with repetitive tasks reduces human mistakes, saves time, and improves performance.
Use undertaking control tools like Trello, Asana, or Monday.Com.
Implement customer relationship control (CRM) software program to streamline purchaser interactions.
Utilize automation tools including Zapier or Microsoft Power Automate.
Four. Improve Communication and Collaboration
Ineffective verbal exchange can reason delays and misunderstandings. Streamlining conversation ensures that employees have get right of entry to to the records they need after they need it.
Establish clear verbal exchange protocols.
Encourage regular group conferences and check-ins.
5. Standardize Procedures
Having standardized techniques ensures consistency and reduces confusion. Clearly defined approaches assist personnel understand their roles and responsibilities, leading to extra performance.
Create fashionable operating approaches (SOPs) for ordinary obligations.
Train personnel on excellent practices and pointers.
Regularly evaluate and update procedures to preserve them applicable.
6. Eliminate Unnecessary Steps
Many workflows consist of redundant or needless steps that upload no fee. By eliminating those steps, organizations can improve efficiency.
Identify and take away non-critical obligations.
Optimize approval tactics to reduce delays.
Use lean control concepts to streamline operations.
7. Leverage Data and Analytics
Data-driven selection-making helps corporations optimize workflows by offering insights into performance metrics and ability regions for improvement.
Use analytics gear to music workflow efficiency.
Identify developments and patterns in operational performance.
Adjust techniques based totally on facts insights.
8 Delegate and Outsource When Necessary
Delegating duties ensures that the right humans manage the right duties, preventing overload and improving efficiency.
Assign duties primarily based on worker strengths and understanding.
Outsource non-center sports to 0.33-birthday celebration carrier carriers.
Encourage personnel to focus on excessive-fee duties.
9. Encourage a Culture of Continuous Improvement
Workflow optimization is an ongoing manner. Encouraging a way of life of continuous development guarantees that companies adapt to converting wishes and stay competitive.
Solicit worker comments on workflow upgrades.
Conduct ordinary schooling and improvement programs.
Stay updated with enterprise tendencies and excellent practices.
10. Monitor and Adjust Workflow Regularly
Even the maximum nicely-optimized workflow desires continuous tracking and modifications to maintain efficiency.
Use overall performance monitoring tools to assess workflow effectiveness.
Conduct periodic opinions to identify new challenges.
Make essential changes to improve operations.
Benefits of Streamlining Workflow
1. Increased Productivity
By casting off inefficiencies and automating repetitive responsibilities, personnel can awareness on extra valuable activities, leading to higher productivity.
2. Cost Savings
Streamlining workflow reduces wasted assets, minimizes mistakes, and improves performance, resulting in substantial cost savings for agencies.
3. Improved Employee Satisfaction
Simplified methods and clean suggestions reduce frustration and stress amongst employees, improving process delight and engagement.
4. Better Customer Experience
Efficient workflows permit agencies to respond to client wishes faster and with better accuracy, leading to stepped forward consumer satisfaction and loyalty.
5 Enhanced Decision-Making
With higher facts collection and evaluation, organizations can make informed decisions that power achievement.
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tutor850 · 9 months ago
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HMU for Expert Help in Essays, Research Papers, Term Papers, Theses, Dissertations, Assignments, Coding, Java, Python, PHP, Complex Math, and more! W/A Call/Text: +1 (915) 282‑4866, Discord: Anwyll065
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teamob11 · 4 months ago
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The Role of Workforce Productivity Insights in Shaping Future Workplaces
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In the rapidly evolving business landscape, workforce productivity insight organizations face mounting pressure to boost workforce productivity while adapting to new technological advances, changing employee expectations, and shifting market demands. As companies strive to improve efficiency, the role of workforce productivity insights becomes crucial. By leveraging data-driven insights into employee performance, organizations can create smarter work environments, enhance employee satisfaction, and drive long-term success.
In this article, we will explore how workforce productivity insights are shaping future workplaces, the importance of these insights, and how workforce productivity software is playing a vital role in optimizing workforce performance.
Understanding Workforce Productivity Insights
Workforce productivity insights involve analyzing data about employee performance, time management, task completion, and engagement to uncover patterns that drive or hinder productivity. These insights offer managers and leaders a deep understanding of how effectively their teams are operating, providing them with the necessary tools to make informed decisions, allocate resources efficiently, and improve overall performance.
With the rise of data analytics and digital tools, organizations can now capture real-time data on employee activities, interactions, and work output. This information not only highlights areas of improvement but also identifies opportunities for enhancing the productivity of individual employees, teams, and the organization as a whole.
The Importance of Workforce Productivity Insights in the Modern Workplace
The future of work is heavily influenced by technology, and organizations are increasingly relying on data to drive their decisions. By harnessing workforce productivity insights, businesses can align their workforce strategies with broader organizational goals, ensuring that all efforts contribute to sustainable success. Here’s why workforce productivity insights are essential:
1. Enhanced Decision-Making
Workforce productivity insights enable managers to make data-driven decisions rather than relying on assumptions or outdated methods. By having access to accurate, real-time information, managers can identify which teams or employees are performing well and which may need additional support. This insight allows them to make more targeted decisions regarding resource allocation, task assignments, and training initiatives.
Moreover, these insights help identify trends or patterns that could indicate potential issues, such as employee disengagement or excessive workloads, allowing leaders to take corrective actions before problems escalate.
2. Improved Employee Engagement and Satisfaction
Employee engagement is one of the most significant drivers of workforce productivity. Workforce productivity insights help organizations understand what motivates employees, what challenges they face, and how their work environment impacts their performance. By analyzing this data, companies can tailor strategies that improve job satisfaction, reduce turnover, and increase engagement.
For example, if insights reveal that employees perform better when given autonomy or flexible work schedules, organizations can introduce policies that cater to these preferences. A more engaged workforce leads to higher productivity and improved overall results.
3. Increased Efficiency and Reduced Wastage
Workforce productivity insights offer organizations a clear view of how time is spent, which can be invaluable for identifying inefficiencies and minimizing wasted resources. When managers and teams have access to these insights, they can pinpoint tasks that take longer than necessary or processes that need improvement.
By optimizing workflows, eliminating redundant tasks, and automating repetitive processes, organizations can increase efficiency and improve overall productivity. This also allows employees to focus on high-value activities, leading to better performance and innovation.
The Role of Workforce Productivity Software
Workforce productivity software plays an integral role in capturing, analyzing, and utilizing productivity insights. These software solutions help organizations track performance metrics, monitor employee progress, and automate workflows. By implementing workforce productivity software, organizations can turn raw data into actionable insights that inform decision-making and drive performance.
Here are some ways workforce productivity software is contributing to shaping future workplaces:
1. Real-Time Performance Tracking
Workforce productivity software enables managers to track employee performance in real time. This means that managers can monitor how employees are spending their time and whether they are meeting set goals. These tools can measure key performance indicators (KPIs), project completion rates, and time management efficiency, allowing managers to intervene early when issues arise.
Real-time tracking also allows managers to provide instant feedback, ensuring that employees stay on track and maintain high levels of productivity. This feedback loop promotes continuous improvement and fosters a culture of accountability within teams.
2. Streamlined Collaboration and Communication
Workforce productivity software often includes communication and collaboration features that enhance teamwork, even in remote or hybrid work environments. Tools such as shared calendars, instant messaging, video conferencing, and document collaboration platforms enable teams to stay connected and aligned.
These tools not only streamline communication but also help eliminate misunderstandings, miscommunications, and delays that can hamper productivity. Effective collaboration is essential for achieving organizational goals, and workforce productivity software ensures that teams can work together seamlessly, regardless of location.
3. Automation of Repetitive Tasks
One of the primary benefits of workforce productivity software is its ability to automate routine and repetitive tasks. Whether it's scheduling meetings, sending reminders, or generating reports, automation frees up time for employees to focus on more strategic, value-adding work.
By automating administrative tasks, organizations can reduce human error, improve efficiency, and ensure that employees spend their time on activities that directly contribute to business growth. As a result, productivity increases, and employees are less likely to experience burnout from mundane, repetitive tasks.
4. Customizable Reporting and Analytics
Workforce productivity software typically includes robust reporting and analytics features, allowing managers to generate customizable reports on various aspects of employee performance. These reports provide insights into work trends, employee productivity patterns, and potential areas for improvement.
By using data to generate actionable insights, managers can develop more targeted strategies that address specific productivity challenges. Additionally, these reports help identify high-performing employees, enabling organizations to recognize and reward talent, which boosts morale and further drives productivity.
The Future of Workforce Productivity Insights
As technology continues to evolve, workforce productivity insights will play an even more critical role in shaping the workplace of the future. The increasing use of artificial intelligence (AI) and machine learning (ML) in workforce productivity software will provide even more granular insights into employee behavior, performance, and work habits. These technologies will enable organizations to predict performance trends, optimize team dynamics, and create personalized work experiences that maximize individual potential.
Moreover, as organizations embrace remote and hybrid work models, workforce productivity insights will be crucial for maintaining engagement, ensuring performance standards are met, and fostering collaboration. The future workplace will be highly data-driven, with insights enabling organizations to be more agile, adaptable, and responsive to changing conditions.
Conclusion
Workforce productivity insights are not just a luxury for modern organizations – they are a necessity. workforce productivity software As businesses navigate the complexities of the digital era, understanding how to measure, track, and improve workforce performance is critical to staying competitive. Workforce productivity software is an essential tool in this process, providing managers with the data they need to make informed decisions and optimize employee performance.
By leveraging these insights and tools, organizations can create a future workplace that fosters innovation, collaboration, and efficiency – a workplace where employees can thrive, and productivity soars.
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