#DataCharts
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visual-sculptors · 27 days ago
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The Power of Line Charts in Data Analysis
Data Visualization Chart Types: Common Queries Answered
1. What are the most common types of data visualization charts?
The most common types of data visualization charts include bar charts, line charts, pie charts, scatter plots, histograms, and area charts. Each type serves different purposes, such as comparing categories, showing trends over time, displaying proportions, and illustrating relationships between variables. Choosing the right chart depends on the data and the insights you want to convey.
2. How do I choose the right data visualization chart for my data?
To choose the right data visualization chart, consider the type of data you have: use bar charts for comparisons, line charts for trends over time, pie charts for parts of a whole, and scatter plots for relationships. Also, think about your audience and the story you want to tell, ensuring clarity and effectiveness in your presentation.
3. What are the differences between bar charts and pie charts in data visualization?
Bar charts display data using rectangular bars to represent values, making it easy to compare different categories. Pie charts represent parts of a whole with slices of a circle, illustrating proportions. Bar charts are better for comparing quantities, while pie charts are effective for showing percentage distributions. Each serves different purposes in data visualization.
4. What is the purpose of a scatter plot in data visualization?
A scatter plot is used in data visualization to display the relationship between two quantitative variables. It helps identify patterns, trends, correlations, or clusters within the data. By plotting individual data points, it allows for easy observation of how changes in one variable may affect another, making it a valuable tool for analysis and interpretation.
5. How do line charts help in visualizing trends over time?
Line charts display data points connected by lines, making it easy to see trends over time. They highlight increases or decreases in values, allowing for quick comparisons between different time periods. The continuous nature of the lines helps identify patterns, fluctuations, and overall progress, making it a powerful tool for analyzing changes and forecasting future behavior.
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anasabdin · 3 months ago
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If you were an owner, CEO, senior manager, or any stakeholder, would you find this #pixelart chart presented by your data analyst useful and engaging?
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areyoufuckingcrazy · 2 months ago
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“The Lesser of Two Wars” pt.5
Commander Fox x Reader x Commander Thorn
The aftermath of an attack always came in waves.
Smoke cleared. Evidence was gathered. People lied. And then, the survivors were expected to sit in rooms like this and act like it hadn’t shaken them.
Bail’s office was quiet, the kind of quiet only the dangerously exhausted and the politically cornered could create. A few low-voiced aides bustled around the outer corridor, but inside the room, it was only the senators.
Organa stood by the tall window, arms crossed as he stared down at the Coruscant skyline with a frown etched deep into his brow. Senator Chuchi sat stiffly on the edge of the couch, her shoulder bandaged from shrapnel. Padmé was leaned over the table, scanning a datapad and speaking in hushed tones to Mon Mothma. You stood near the bookcase, arms folded, trying to will the fire in your chest into something productive.
It wasn’t working.
“I’m tired of acting like we’re not under siege,” you muttered aloud.
Padmé looked up, lips pressed thin. “We are. We just haven’t named the enemy yet.”
Chuchi nodded slowly. “They know what they’re doing. Each strike more coordinated. Less about killing—more about threatening. Silencing.”
Bail finally turned, face unreadable. “They want us reactive. Fractured. Suspicious of each other.”
“We should be,” you said, pacing a slow line. “No one’s admitting what’s happening. The Senate hushes it up. Security leaks are too convenient. And somehow every target is someone with a voice too loud for the Chancellor’s comfort.”
That earned a moment of silence.
Mon Mothma spoke softly. “You think he’s involved.”
“I think someone close to him is.”
“We can’t keep pretending these are isolated,” you said finally.
“They know that,” Padmé murmured. “The question is: why isn’t anyone doing more?”
Bail, now standing at the head of his polished desk, didn’t answer immediately. His jaw was set. His gaze flicked over the datachart projected in front of him—attack markers, profiles, probable motives.
“They’re testing the Republic,” he said. “Or what’s left of it.”
“They’re testing us,” Mothma whispered, voice hoarse. “And if we keep responding with silence and procedural delays, they’ll push until there’s no one left to oppose them.”
The words sat heavy.
Outside the door, the crimson shadow of the Coruscant Guard stood watch—Fox and Thorn included, though you hadn’t glanced their way since entering.
But you could feel them. You always did now.
You turned slightly, voice low. “Have any of you gotten direct messages?”
Chuchi looked up sharply. “Threats?”
You nodded.
There was a beat of silence. Then Mothma sighed. “One. Disguised in a customs manifest. It knew… too much.”
Padmé nodded. “Mine was through a Senate droid. Disguised as a corrupted firmware packet.”
You didn’t speak. Yours had come days ago—buried in a late-night intelligence brief with no sender. All it said was:
You are not untouchable.
You hadn’t slept since.
“We need to pressure the Supreme Chancellor,” Bail said.
That earned a sour look from you. “He’ll deflect. Say it’s a security issue, not a political one.”
“Then we make it political,” Mothma said, finally sounding like herself again. “We use our voice. While we still have one.”
The room shifted then. A renewed sense of unity—brittle, but burning.
But in the quiet after, your gaze slipped—just for a moment—toward the guards stationed outside the door.
Fox stood perfectly still, helmet tilted in your direction. Thorn just beside him, arms folded. Neither moved. Neither spoke.
But their presence spoke volumes.
This was war.
And somewhere between the smoke and the silence, something else was taking root—dangerous, fragile, and very hard to ignore.
The room was dark, save for the steady pulse of holo-screens. Red and blue glows blinked over datafeeds, security footage, encrypted reports—layered chaos organized with military precision.
Fox stood at the center console, arms braced against its edge. Thorn leaned nearby, still in partial armor, visor down. Both men had discarded formalities, if only for this moment.
“This list isn’t shrinking,” Thorn muttered, scrolling through the updated intel. “If anything, it’s tightening.”
Fox tapped in a command, bringing up the names of every senator involved in the recent threats. Mothma. Organa. Chuchi. Amidala. And her.
He paused on her name.
No title. No pretense.
Just:
[FIRST NAME] [LAST NAME]
Planet of Origin: Classified. Access requires Level Six or higher.
Military Status: Former Commander, Planetary Forces, 12th Resistance Front
Notable Actions: Siege of Klydos Ridge, Amnesty Trial #3114-A
Designations: War Criminal (Cleared). Commendation of Valor.
Thorn let out a slow breath. “Well. That explains a few things.”
Fox didn’t speak. His eyes scanned every line—calm, deliberate.
“She was tried?” Thorn asked.
“Yeah. And cleared. But this…” Fox magnified a classified document stamped with a Republic seal. “She made decisions that turned the tide of a planetary civil war. But it cost lives. Enemy and ally.”
“Sounds like a soldier,” Thorn said.
“Sounds like someone who was never supposed to be a senator.”
They both stared at the glowing file, silent for a long beat.
“Why hide it?” Thorn asked. “You’d think someone with that record would lean on it.”
Fox finally replied, quiet: “Because war heroes make people nervous. War criminals scare them. And she was both.”
Thorn folded his arms. “She doesn’t look like someone who’s seen hell.”
“No,” Fox agreed. “But she acts like it.”
A beat passed.
Thorn tilted his head slightly. “You feel it too?”
Fox didn’t answer immediately.
“You’re not the only one watching her, Thorn.”
The words weren’t sharp. They weren’t angry. Just honest.
And for a moment, silence stretched between them—not as soldiers, not as commanders, but as men standing at the edge of something they couldn’t name.
Before either could say more, a message flashed in red across the console:
MOTHMA ESCORT CLEARED. STANDBY FOR NEXT PROTECTIVE ASSIGNMENT: SENATOR [LAST NAME]
Fox closed the file with one last look.
Thorn gave a tight nod.
But as the lights of the war room dimmed behind them, neither could quite forget the file still burning in the back of their minds—or the woman behind it.
It was hard to feel normal with three clones, a Jedi Padawan, and a Skywalker surrounding your lunch table like you were preparing to launch a military operation instead of ordering garden risotto.
The restaurant had cleared out most of its upper terrace for “Senatorial Security Reasons.” A ridiculous way to say: people were trying to kill you. Again.
Still, Padmé had insisted. And somehow—somehow—you’d ended up saying yes.
The sun was soft and golden through the vine-laced awning above, dappling the white tablecloths with moving light. The air smelled like roasted herbs and fresh rain, but not even that could soften the tension in your shoulders.
“You don’t have to look like you’re about to give a press briefing,” Padmé teased gently, reaching for her wine.
You let out a slow breath, forcing a smile. “It’s hard to relax when I’m being watched like a spice smuggler at customs.”
Across from you, Anakin Skywalker didn’t even flinch. He was leaned casually against the terrace railing, arms folded, lightsaber clipped at the ready. Rex stood a few paces behind, helmet on but gaze sharply fixed beyond the decorative trellises. Ahsoka was beside him, hands on her hips, trying very hard to pretend she wasn’t completely bored.
Then there were your shadows—Fox and Thorn.
They stood just far enough to give the illusion of privacy. Both in full armor. Both still as statues.
You saw them watching everyone. Especially Skywalker.
“I’m just saying,” Padmé said, twirling her fork. “If I were an assassin, this place would be the worst possible place to strike. Too many guards. Too many eyes.”
“Don’t tempt fate,” you muttered.
Ahsoka leaned forward, chin in hand, curious now. “Senator Amidala says you don’t really need all this protection. That true?”
You blinked once. Padmé was smirking into her glass. Of course she was.
“Well,” you said smoothly, lifting your napkin to your lap, “some senators are more difficult to target than others.”
Ahsoka squinted. “That’s not an answer.”
“That’s politics,” you replied with a practiced grin.
From behind, Fox shifted slightly. Thorn’s head turned just barely. They’d heard every word.
Padmé laughed quietly. “She’s been dodging questions since she was seventeen. Don’t take it personally.”
Ahsoka grinned, shaking her head. “Okay, fine. But seriously—what did you do before the Senate?”
You took a slow sip of your wine. “I made a mess of things. Then I cleaned them up. Very effectively.”
“Vague,” Ahsoka said.
“Deliberately.”
The conversation drifted to safer things—fashion, terrible policy drafts, the tragedy of synthetic caf. You allowed yourself to laugh once. Maybe twice. It was good to pretend, even just for a meal.
But as the plates were cleared and sunlight dipped a little lower, you glanced once toward the shadows.
Thorn stood with his arms crossed, ever the silent shield. Fox, next to him, gave you one sharp nod when your eyes met—no smile, no softness, just silent reassurance.
You weren’t sure what made your heart thump harder: the weight of your past threatening to surface… or the way neither of them looked away.
The wine had just been poured again—Padmé was laughing about a hideous gown she’d been forced to wear for a peace summit on Ryloth—when the world cracked in half.
The sound came first: not a blaster, not the familiar pulse of war—but the high-pitched whistle of precision. You knew that sound. You’d heard it before. In a past life.
Sniper.
Glass shattered near Padmé’s shoulder, spraying the table in glittering fragments. A scream rose somewhere below, muffled by the thick walls of the restaurant. And then—
“GET DOWN!”
Fox moved like lightning. One arm shoved you sideways, sending you down behind the table just as another shot scorched overhead. Thorn dove the opposite direction, deflecting debris with his arm guard, already scanning rooftops.
Anakin’s saber ignited mid-air.
The green blade of Ahsoka’s followed a heartbeat later.
“Sniper on the north building!” Rex barked, blaster up and already coordinating through his helmet comms. “Multiple shooters—cover’s compromised!”
Another blast tore through the awning, scorching Padmé’s chair. You yanked her down with you, shielding her head with your arms.
“Two squads, at least,” Thorn said over comms. “Organized. Not a distraction—this is the hit.”
Skywalker growled something dark and bolted forward, vaulting over the terrace railing with a flash of blue saber and fury.
“Ahsoka!” he shouted back. “Get them out of here—now!”
She was already moving. “Senators, with me!”
You didn’t hesitate—your combat instincts burned hot and automatic. You grabbed Padmé’s hand and ran, ducking low behind Ahsoka as she slashed through the decorative back entrance with her saber. The door hissed open—Fox and Thorn moved in tandem, covering your escape with rapid fire precision.
“Go!” Fox shouted. “We’ll hold the line!”
You and Padmé bolted through the kitchen, past startled staff and broken plates. Behind you, the sounds of a full-scale assault filled the air—blaster fire, shouted orders, another explosion shaking the foundations.
Ahsoka skidded into the alley, saber still lit. “Rex, redirect the speeder evac—pull it two blocks west! We’re going underground!”
Padmé looked pale. You weren’t sure if it was the near-miss or the fact that you were dragging her like a soldier, not a senator.
“This way,” you said, yanking open a service hatch. “Down the delivery chute. Go.”
She blinked. “You’ve done this before.”
“Later.”
Minutes stretched like hours as Ahsoka led you and Padmé through Coruscant’s underlevels. The girl was quick, precise—but young. She kept glancing back at you, questions on her face even in the middle of a mission.
Padmé finally caught her breath. “Are we clear?”
“Almost,” Ahsoka said. “Rex is circling a transport in now. We’ll get you back to the Senate.”
You exhaled slowly, the adrenaline catching up to your bones.
Ahsoka looked at you directly this time. “You weren’t afraid.”
You shook your head. “I’ve been afraid before. This wasn’t it.”
And though she didn’t press, something in her eyes said she understood more than she let on.
Because that wasn’t fear. That was reflex. Memory. War rising again in your blood, no matter how carefully you’d buried it.
And you weren’t sure if that scared you more… or comforted you.
The plush carpet muffled your steps as you entered the secured room, escorted by the Chancellor’s guards but notably free of the Chancellor himself. Thank the stars. The tension in your jaw was just now beginning to ease.
Padmé sat beside you, brushing glass dust from the hem of her gown. She wasn’t shaking anymore, though her eyes betrayed the flickers of adrenaline still fading. Ahsoka stood at the window, her arms crossed, gaze sharp as she scanned the skyline.
“I should’ve worn flats,” Padmé muttered, leaning toward you. “Last time I try to be fashionable during an assassination attempt.”
You gave a small, dry laugh. “Next time, we coordinate. Combat boots under formalwear. Very senatorial.”
Ahsoka turned slightly, studying you.
Padmé smiled faintly, but her next words were laced with meaning. “Well, you would know. I’ve never seen someone pull a senator out of a sniper’s line of fire with that kind of precision. It was… practiced.”
You didn’t miss the weight in her tone.
“Remind me never to tell you anything personal again,” you quipped, keeping your smile light. “You’re terrible with secrets.”
Padmé raised a brow, amused. “I am a politician.”
“You’re a gossip,” you shot back playfully.
Ahsoka tilted her head, clearly intrigued. “Wait… practiced?”
Before Padmé could answer—or you could pivot—the doors slid open.
Thorn entered first, helmet under one arm. His eyes immediately scanned the room. Fox followed a step behind, helmet still on, shoulders squared, every inch of him sharp and unreadable. But you felt his eyes on you. The pause in his step. The tension in his jaw.
Neither man spoke right away. But they didn’t need to. Their presence filled the room with the kind of silent protection that wasn’t easily taught. Not one senator in the room doubted they’d cleared the entire floor twice over before allowing the doors to open.
Fox’s voice cut through after a beat. “Are you both unharmed?”
Padmé nodded. “We’re fine. Thanks to all of you.”
Thorn’s eyes shifted to you—just a second longer than protocol called for. “You’re calm.”
You shrugged. “Panicking rarely improves aim.”
Ahsoka didn’t let it go. “So… you have training?”
You gave her your best senatorial smile. “Wouldn’t every politician be safer if they did?”
Padmé gave you a look. “You’re dodging.”
“I’m deflecting. There’s a difference.”
Before Ahsoka could press, the door slid open again, and Captain Rex stepped in.
His brow was furrowed beneath his helmet, his tone clipped and straight to the point. “General Skywalker captured one of the assassins. Alive.”
That got everyone’s attention.
Fox stepped forward. “Where is he now?”
“En route to a secure interrogation cell. Skywalker’s escorting him personally. He wants the senators updated.”
Your fingers curled slightly into the fabric of your robe. For all your practiced calm, something burned beneath your ribs.
Someone had targeted you. Again.
You barely sat.
Your body ached to move—to fight—but instead you paced the perimeter of the small, sterile waiting room the Guard had shoved you into while Skywalker handled the interrogation.
Two chairs. A water dispenser. No windows.
And a commander blocking the only door like a wall of red and steel.
Fox.
You’d seen Thorn step out to “coordinate with Rex,” but Fox hadn’t budged since Rex walked in with the update. Motionless. Head tilted just enough to follow your pacing.
It had been seven minutes.
You stopped finally, resting your palms flat on a small metal desk.
His voice, when it came, was rougher than usual.
“You need to sit down.”
You didn’t look at him. “No.”
“And drink water.”
“No.”
A longer pause.
“You may be a former soldier,” he said quietly, “but you’re still human.”
That actually made you spin around—lips curling into a sharp smile.
“Funny. You treat me more like china than human, most of the time.”
Fox didn’t move, but you could feel the shift.
“You’re not breakable,” he said flatly. “That isn’t the point.”
“What is?”
He was quiet.
You stared at him, taking a slow step closer. You knew it was reckless before your feet moved. But you did it anyway.
“Tell me, Commander.”
Fox didn’t answer immediately.
But then—his head turned just slightly toward the ceiling. As if he was measuring something he didn’t want to name.
You were about to fold your arms, press harder—when he spoke.
Voice low. Tight.
“If anyone’s going to break you, it should be your choice.”
For half a second, your heart stopped.
Your eyes snapped to his visor—not in disbelief, but in something far more dangerous.
He held your stare.
Then turned his body back toward the door in a sharp movement—like he’d reset an entire system with one motion.
“Sit down, Senator,” he said, brushing the moment away like it was protocol.
You did.
But not because he told you to.
Because your knees suddenly felt unsteady.
And outside, Thorn’s shadow was pacing too.
Thorn wasn’t brooding.
He told himself that twice. Then once more for good measure.
He wasn’t brooding—he was thinking.
Processing.
Decompressing, even.
Helmet off. Armor half-stripped. He leaned against the long bench in the quietest corner of the barracks, pretending not to hear Stone snoring two bunks down. Pretending not to care that Hound’s mastiff, Grizzer, had somehow crawled under his bunk and now slept like it was his.
He ran a hand through his hair.
It should’ve been a normal day—hell, even a standard post-attack lockdown. Escort the senators. Maintain security. Nothing complicated.
But she had looked at him.
Really looked. Past the phrasing, past the title. Past the helmet.
And worse—he’d let her.
That smile she gave when Fox told her to sit, that off-hand comment about being treated like china—it stuck in his mind like a saber mark. Not because of what she said, but because of what she didn’t. The way she tested the air in every conversation. Pressed and pressed until something cracked.
And if she pressed him again—he wasn’t sure he’d hold as well as Fox did.
Thorn sighed sharply and stood, heading for the hall.
He needed air.
Thorn didn’t expect her to be out.
It was late. She’d had a hell of a day. She was a senator.
But there she was, near the far fence where the decorative lights bled softly across the foliage. Arms crossed. Expression unreadable. Alone.
She turned her head a little when she heard his approach, then fully—half a smile forming.
“I wondered who’d come to check on me first.”
Thorn raised an eyebrow. “You expected someone?”
She shrugged, but it was coy. “Let’s not pretend either of you would let me go unmonitored tonight.”
He smirked, just faintly, and stepped closer. “You’re not wrong.”
They stood there, still, in the humid night air. The stars were dim from all the light pollution—but Thorn didn’t look up.
He looked at her.
The silence stretched again.
“You know,” she said after a beat, “for someone who’s so damn good at his job… you’re terrible at hiding how much you care.”
He didn’t deny it. Not this time.
Thorn’s voice was low when he replied. “And you’re good at provoking reactions.”
“You didn’t give me one.”
He met her gaze. “Didn’t I?”
That landed harder than she expected. Her smile faltered.
And when she didn’t answer, Thorn gently touched her elbow—brief, almost professional.
But not quite.
“You’re not just another asset,” he said quietly. “I just don’t know what that means yet.”
Then he stepped away.
And she let him.
But she didn’t stop thinking about it all night.
The day was mostly quiet—too quiet. Meetings had ended early, and most senators had retreated to their quarters or offworld duties. She had slipped away from the dull chatter, climbing the stairs to the lesser-known observation deck—her sanctuary when the pressure of politics felt too tight around her throat.
But she wasn’t alone for long.
Thorn stepped through the archway, helmet under his arm, posture rigid as ever.
“I figured I’d find you up here,” he said.
She arched a brow. “Am I that predictable?”
“No,” he said. “You’re just hard to keep track of when you want to be. But you only disappear when something’s bothering you.”
She tilted her head slightly, giving him a quiet once-over. “And what makes you think something’s bothering me?”
Thorn didn’t answer right away. Instead, he stepped to the edge, eyes scanning the skyline. When he finally spoke, his voice was low. Measured. “You wear your control like armor, Senator. But it’s heavy. I can see it.”
She turned away from the view to face him fully. “You really shouldn’t say things like that.”
“Why?”
“Because you’re not supposed to care.”
His jaw tensed, the shift subtle, but not lost on her.
“And yet…” she continued, stepping closer, “…here you are. Always near. Always watching. I’m not blind, Thorn. You don’t flinch when there’s danger. But you flinch when I look at you too long.”
He didn’t respond. Not at first.
So she pushed again.
“You’re a good soldier. Loyal. By the book.” Her voice dropped. “So tell me—how much longer are you going to pretend I don’t affect you?”
Thorn’s composure cracked.
It was a split second.
But in that second, he moved—one hand cupping the side of her face, the other bracing her waist as he kissed her. Not roughly. Not rushed. But with the kind of restraint that felt like it was burning both of them alive from the inside out.
He pulled back just enough to breathe—but not enough to let go.
And then—
“Commander.”
The voice cut through the silence like a knife.
Thorn froze.
She turned her head slowly, her heart hammering, to find Fox standing at the top of the stairs—helmet on, voice emotionless.
Almost.
“You’re needed back at the barracks. Now.”
“Sir—”
“Immediately.”
Thorn stepped away, face hardening into a mask. He didn’t look at her again. He simply nodded once to Fox and walked away, every step heavy with restrained emotion.
Fox waited until Thorn disappeared from sight before turning back to her.
“Senator,” he said, voice quieter now, almost too quiet. “That was… out of line.”
She raised a brow, pulse still thrumming from the kiss. “Which part?”
Fox didn’t answer.
But his silence said enough.
Jealousy had sharp edges. And for the first time, he wasn’t hiding his anymore.
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orphix-venom · 9 months ago
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💬 + florix
highway's science experiment bf is pretty alright- i think the infestation is kinda neat. wonder if he could be turned into a warframe 🤔
anyways yeah he seems like a very kidnappable sweetie, his prey animal swag is off the charts and he should be kept in a safe terrarium somewhere. lots of spreadsheets and datacharts for enrichment in his enclosure. i think we should give him a gun. for science.
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harassmentbullying · 4 years ago
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click on the link for chart
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jokes24-7 · 5 years ago
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@6ix9ine album lands at the number 4 spot on the charts earning him his third top 10 Album and not a number 1 like @akademiks and datachart reported it https://www.instagram.com/p/CFJCvrCJn3I/?igshid=5pfhcbdhbuw6
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phungthaihy · 5 years ago
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Top 4 Data Analytics Tools http://ehelpdesk.tk/wp-content/uploads/2020/02/logo-header.png [ad_1] TOP 4 DATA ANALYTICS TOOLS //Dat... #analysistools #analyticstools #bigdata #bigdataanalyticstools #businessintelligence #charts #code #coding #dashboard #data #dataanalysis #dataanalyst #dataanalysttools #dataanalytics #dataanalyticstools #datacharts #datadashboard #dataengineer #datamodeling #datascience #datascientist #datascientisttools #datatools #datavisualization #excel #exceldashboard #excelformulas #excelfunctions #excelmacros #excelvba #graphics #machinelearning #microsoftaccess #microsoftoffice #microsoftoffice365 #microsoftpowerbi #microsoftproject #microsoftword #officeproductivity #pivottables #powerpivot #powerpoint #programming #python #pythonprogramming #pythonvsr #rvspython #sap #sas #sasprogramming #statistics
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dave-columbus · 8 years ago
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Collecting data for my #startrek #nextgen #dutyroster. It will be different from the #startrektos poster concentrating on the main characters only. This change is due to the sheer volume of data from seven seasons and confined space on the poster. Here are two possible charts for Commander Data's positions during the first season. Pardon, but the legend resides off the active art board for now. Six more seasons to go and construction of graph next year. Looking at a completion date to be ready for 2018 con season. #startreknextgeneration #ussenterprise #ussenterprisencc1701 #adobeillustrator #dataviz #datachart #datavisualization #datacollection #radarchart
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