Python Data Analysis Libraries Novels & Stories

After I come back to decades ago, the first thing I do is feed a million-dollar production patent to the pigs. In my previous life, I handed that patent over to the government. My husband turned me in, accusing me of faking the data and scamming a fortune in patent royalties. Overnight, I went from being a celebrated genius researcher to a lying thief that everyone despised. As I prepared to pull out my manuscript to prove my innocence, my husband's childhood sweetheart beat me to it. She waved it in front of everyone and accused me of misconduct and plagiarism. My husband took her side, reprimanding me, "I know you've always been jealous of Juni for being well-educated, but I can't believe you were bold enough to steal her hard work. What are you going to do next? Embezzle state funds?" I couldn't defend myself. No matter what I said, no one chose to believe me. The other researchers assaulted me so badly that I bled out and died. After my death, my husband and his childhood sweetheart took my patent without a second thought. The never-ending stream of patent royalties made them rich and powerful. When I open my eyes again, I'm back on the very day she accuses me of stealing.

My wife had risen through the ranks of the Confidential Bureau, becoming its youngest team leader—all thanks to the "voice" of the baby boy in her womb, who could somehow identify traitors from within. When the holidays came, I went to visit her. But the moment I arrived, I heard the voice of that unborn child in her belly. "Ah, it's Bad Daddy! He's the one who's been secretly selling off the core technology!" I froze, stunned. Before I could even speak, my wife raised her gun and fired. The bullet tore through my shoulder. "Who did you sell the technology to? Talk!" Through the searing pain, I struggled to explain. "I don't even know what technology you're talking about. How could I possibly—" Her expression turned glacial. Without a word, she lifted the gun again and pulled the trigger, blowing my head apart. "Mommy is amazing! Bad Daddy is finally gone. The stolen data is all hidden on that USB drive." Even as I died, I couldn't understand how I had become a traitor. When I opened my eyes again, I found myself back on the day of the visit. This time, I took the initiative. I pulled out the USB drive and handed it to my wife. "If this is the evidence you want," I said, "go ahead, shoot me."

To scrape together my mother's surgery money, I worked myself to the bone at this company for three straight years. My performance was always number one. By myself, I supported half the sales department. Then, a newly hired HR director decided every desk needed an AI camera, claiming it was to optimize efficiency. Every blink, every breath I took was measured and calculated by the system. "Warning. Employee Nathan Gray blinked more than twenty times within one minute. Mental distraction detected. Fine: 50." "Warning. Employee Nathan Gray took 3.5 seconds to drink water, exceeding the standard by 1.5 seconds. Slacking detected. Fine: 100." "Warning. Employee Nathan Gray's mouth corners drooped for over thirty seconds. Suspected spread of negative emotion. Fine: 200." The most ridiculous part was the way he stood in front of the entire department, pointing proudly at my data on the giant screen. "See that?" he said smugly. "This is the power of technology. In front of AI, you lazy freeloaders have nowhere to hide. Nathan, your bonus for this month has already been wiped out by the system. If you don't like it, get lost. Plenty of people are lining up to take your place." What he didn't know was that the AI system he trusted so blindly had its core code written by me. Tonight, I was going to show him what happened when he angered the one who built the machine.

For four years, I worked three jobs to support my husband, Edward Godfrey, while he chased his PhD and battled ALS. And somehow, in all that time, I'd never stepped foot on his campus. Not because I didn't want to. Every time I brought it up, he had some excuse ready. When graduation came, I asked to go to his hooding ceremony. He shut it down fast. "It's just a formality. A bunch of lab nerds. You'd be bored. Once I bring the diploma home, we'll have a candlelight dinner." I didn't argue. Just helped him straighten his doctoral gown. But I couldn't hide how excited I was. So I dressed up. And secretly followed him. Onstage, Edward stood beside his wheelchair, voice thick with emotion. "I want to thank my wife. She stood with me in the lab, even while pregnant, helping me grind out countless precious data points." I froze. My hand pressed against my flat stomach. Cold crept down my spine. For four years, I'd busted myself raw to support his PhD. I went from the girl everyone on campus admired to a fish seller, reeking like seafood every day. Worked so hard I miscarried twice. So who exactly was this "wife" he was thanking?

I throw myself into cryogenic research so I can keep my only family on this Earth. However, halfway through it, my fiancé embezzles all the funds to propose to Sophia Kensington, his true love. I panic when I see the ice in Mom's brain start to melt. I have no money to continue with the research. I'm in utter despair when Leonard Shaw, a rising star in the biomedical field, comes to me with millions of dollars in funding. The research can continue. Just three days later, something goes wrong with the experiment. Mom explodes in cryogenic chamber. I'm shattered by this, but Leonard stays by my side throughout it all. He helps me move past this and continue with my research. I think he's the light of my life until I overhear his conversation with his secretary. "Is it worth it marrying someone you don't love for Ms. Kensington's sake, Mr. Shaw?" "Sophia is my life. I'm willing to do anything as long as she's healthy and happy." "But will Mrs. Shaw still continue helping Ms. Kensington if she learns you tampered with the data and killed her mother?" "She'll never find out. Besides, I'm already using the rest of my life to make it up to her. That's more than enough…" It turns out Leonard's love is just a conspiracy. My heart turns to ashes in that moment. I sign an agreement to seal my body cryogenically. He'll never find me ever again.

During the annual awards gala, I stepped out to use the restroom. When I came back, my year-end bonus was gone, canceled for allegedly assaulting a new coworker, Elan Crowe. In my first life, I desperately tried to prove my innocence by showing my fitness tracker’s movement data, proving I had been in the bathroom. Calder Roane, the department head, flew into a rage. "Everyone in the department saw you hit him. And you still want to deny it?" I struggled and explained frantically, but in the chaos, I accidentally fell down the stairs and died on the spot. In my second life, I took medical leave and skipped the gala entirely. I never expected that just past noon, the police would surround my home. "Lyra Vale, you’re suspected of intentional homicide. You need to come with us." Elan’s enraged family had then rushed forward and stabbed me repeatedly. I died again. In my third life, I ran to the city plaza, started a livestream, and rapped on camera, turning every viewer into my alibi. That night, the police still came. "The evidence is conclusive. Please come with us." At the station, they pulled up surveillance footage. It clearly showed me sneaking into the gala hall, arguing with Elan, then picking up a knife and stabbing him straight in the back. I was completely stunned. Three days later, I took a bullet. After endless rebirths, I finally laughed in anger. This time, I stormed straight into the gala hall, pressed a knife across Elan's throat, and said, "This is a kidnapping."

"Please turn the lamp off, Maximilian. You do not want to see my stomach under this bright light," I whispered, pulling the heavy blanket over my chest. "I am never turning the lamps off again, Alexandra," Maximilian replied. He gently pulled the blanket out of my hands and tossed it aside. "Your ex-boyfriend was a blind fool. I want to look at every single inch of you. I am absolutely obsessed with your full hips, your thick thighs, and your soft stomach." For two years, data intern Alexandra Petrov believed her boyfriend turned the bedroom lights off because he was traditional. On the night of their second anniversary, she discovers the devastating truth. She finds him fully naked in their brightly lit apartment with her painfully thin older sister. He explicitly confesses that he only demands darkness because he is completely disgusted by Alexandra's heavy, curvy body. Heartbroken and humiliated, Alexandra runs into the freezing Chicago rain and directly crosses paths with Maximilian Volkov. He is the ruthless billionaire CEO of Volkov Industries, and he is secretly her ultimate boss. Maximilian is instantly captivated by her gorgeous face and her plump figure. He moves her into his highly secure penthouse and establishes a strict physical rule. There will be absolutely no hiding in his home. Maximilian will use his massive wealth to ruin the people who destroyed her self-esteem, and he will spend every single night worshipping her beautiful curves with all the bedroom lamps blazing brightly.

Nia Whitaker built her reputation solving disasters for the powerful. As one of the most sought-after corporate crisis strategists in the country, she’s hired to clean up scandals that could destroy billion-dollar empires. But when a catastrophic data leak threatens SatoTech’s largest acquisition, Nia is pulled into a crisis unlike anything she’s handled before. Because the company’s heir isn’t just another client. Kenji Sato is brilliant, ruthless, and always three moves ahead. A tech empire rests on his shoulders, and he protects it with calculated precision. The deeper Nia digs into the breach threatening his company, the more she begins to suspect the impossible. The crisis may have been engineered. By Kenji himself. But corporate warfare is only the beginning. Rival companies move in the shadows. Government investigators begin asking dangerous questions. And someone inside Kenji’s world is willing to burn everything—including Nia—to seize control of the empire. Caught between enemies, betrayal, and a man whose obsession with her grows more dangerous by the day, Nia realizes she’s no longer just managing a crisis. She’s inside the war. And the man she’s supposed to expose may be the only one powerful enough to protect her. In a game where power is everything, and loyalty can cost you your life, one truth becomes impossible to ignore: Kenji Sato doesn’t just want Nia Whitaker to fix his empire. He wants her. And in his world, the things he wants… he claims.

"A book to rival TWILIGHT and VAMPIRE DIARIES, and one that will have you wanting to keep reading until the very last page! If you are into adventure, love and vampires this book is the one for you!"
--Vampirebooksite.com (Turned)

CRAVED is Book #10 in the #1 Bestselling series THE VAMPIRE JOURNALS, which begins with Book #1, TURNED!

In CRAVED, 16 year old Scarlet Paine struggles to find out exactly what she’s becoming. Her erratic behavior has alienated her new boyfriend, Blake, and she struggles to make amends, and to make him understand. But the problem is, she can barely understand herself what’s happening to her.

At the same time, the new boy in school, the mysterious Sage, comes into her life. Their paths keep intertwining, and although she tries to avoid it, he directly pursues her, despite the objections of her best friend, Maria, who has her own eyes set on Sage. Scarlet finds herself swept away by Sage, who takes her into his world, past the gates of his family’s historic river mansion. As their relationship deepens, she begins to learn more about his mysterious past, his family, and the secrets he must hold. They spend the most romantic time she can imagine, on a secluded island in the Hudson, and she is convinced she has found the true love of her life.

But then she is devastated to learn Sage’s biggest secret of all: he is not human, either, and he has only a few weeks left to live. Tragically, just at the moment when destiny has brought her greatest love, it also seems fated to tear them apart.

As Scarlet returns to the high school parties leading up to the big dance, she ends up in a huge falling-out with her friends, who excommunicate her from their group. At the same time, Vivian rounds up the popular girls to make her life hell, leading to an unavoidable confrontation. Scarlet’s forced to sneak out, making matters worse with her parents, and soon finds pressure building from all sides. The only light in her life is Sage. But he is still holding back some of his secrets, and Blake resurfaces, determined to pursue her.

Caitlin, meanwhile, is determined to find a way to reverse Scarlet’s vampirism. What she finds leads her on a journey to find the antidote, deep into the darkest corners of rare libraries and bookstores—and to an ancient discovery she can hardly imagine.

But it may be too late. Scarlet is changing rapidly, barely able to control what she’s becoming. She wants to be with Sage—but fate seems set on tearing them apart. As the book culminates in an action-packed and shocking twist, Scarlet will be left with a monumental choice—one that will change the world forever. How much is she willing to risk for love?

On the eve of the National Robotics Championship, I smashed my carefully designed bot to pieces and announced my withdrawal. Everyone said I was a fraud who was quitting out of fear of being exposed. Online, the netizens mocked me relentlessly. Only one person, Adrian Cross, the so-called genius of the century, spoke up in my defense, his voice dripping with false sincerity, "I believe in River Lowell’s skills. Only he deserves to be my opponent. No matter what setbacks he’s facing, I hope he comes back to the arena and proves himself." In my previous life, the robot I built was identical to his. No matter how I tried to prove he had copied me, Adrian stood before the cameras, wearing his benevolent mask, and said, "It’s fine. This robot can go to River. I can always build something even better." His fans swarmed me, tearing me apart online, and no one believed in my talent. I swallowed the humiliation and vowed to rebuild my robot from scratch. However, when I was assembling it, the Power Core in my kit exploded, shattering my skull. That same night, I was rushed into the ICU. Netizens clapped and cheered, saying I got exactly what I deserved. That night, my girlfriend, Lila Hart, signed the hospital’s DNR consent form without hesitation. Until the day I died, I never understood how Adrian had gotten my robot’s data or why Lila had joined forces with him. When I opened my eyes again, I was back on the very day of the competition.