Python Data Analysis Libraries Novels & Stories

My husband, Keaton Smyth, CEO of Orion Corp, ran the company under strict rules. I brought in a $10 million investment. But I clocked in one second late, so bye-bye VP promotion. I got accused of disrespecting company policy, demoted, and slapped with a pay cut. Then there was Evie Larsen, his shiny new assistant. She ditched work on the day of a huge contract signing and trashed Orion's only shot with a public company. Keaton's response? No punishment. No write-up. He called it "personality," promoted her right there, gave her a raise, and tossed her a river-view apartment as company housing. Evie still wanted more. She pushed to take over Orion's core project, all so she could "prove herself." I shut her down. That same day, she marched into Keaton's office and accused me of power-tripping, insulting her, and refusing to train her. I thought Keaton would see through it. The next morning, my name was gone from the project team. My file access was revoked, too. "Since you're too senior to mentor new hires, you're starting over. Entry-level sales rep. Same level as them." Everyone waited for me to snap. I just smiled and handed over the flash drive with the project data. Keaton nodded, pleased. "Don't let it happen again." What he didn't know? That data wasn't complete. The second they uploaded it, the errors would tank the project—and trigger a breach-of-contract penalty big enough to bury them.

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."

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.

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.

In the Valenti Family, you're born with a chip. It's fused into the bio-watch on your wrist, its digital face counting down every second you have left to live. Everyone could see the numbers ticking down on my twin sister's watch. And on mine. They all knew she would die on our 18th birthday. So Vivian became the untouchable princess of our brutal world. Every diamond-stitched gown was hers. The rarest jewels were hers. Even our father's last shred of humanity was hers. That single sliver of warmth he showed only after his gun was holstered. I used to pity her. Her time was running out. But God, I envied her. She had everything I never did: our parents' love. Then, the night of her 18th birthday party. My parents worried I'd make a scene. That I'd piss off the Don of an allied Family. So they locked me in the cellar. Damp. Cold. While a deadly fever burned through me. I pounded on the heavy oak door, my voice cracking. "Mamma, please! Let me out! I'm burning up. My head is splitting open…" Outside, my mother's voice was a steel trap. "Enough, Sienna! Today is your sister’s 18th birthday. Her last day alive! Stop the theatrics! Can't you suffer in silence for the Family's honor?" "But I'm really sick..." Her footsteps clicked away, fading into nothing. Then the darkness swallowed me whole. And on my wrist, the bio-watch was flashing a critical alert. CRITICAL ALERT: Vital signs mismatch. Paired chip data incompatible. Please verify user.

A hacker has stolen the encryption keys and hacked through the data firewall at the bank my fiancee, Nancy Cost, and I work at. Chester Gardner, the intern Nancy has hired, insists on using a program he made to track down the hacker. But in doing so, the bank's clients lost 200 billion dollars' worth of assets. I do everything in my power to put the system on emergency maintenance so that I can retrieve the lost assets. Chester ends up getting punished by the bank. He also gets blacklisted by the entire industry. Nancy tries to plead for him, only to be stopped by me. "Pleading for Chester is equivalent to committing career suicide! You won't be able to stay in the finance industry if you do that!" Unable to withstand the torment any longer, Chester chooses to jump off the building. Before he dies, he sends Nancy an accusatory text for not defending him. But Nancy doesn't care about the text at all. Instead, she showers me with more care and love. We end up getting married. I do everything I can to elevate Nancy to the position of a finance powerhouse as her core technical support. But the day she attains her status is the day she frames me for hacking into the bank's system and stealing hundreds of millions' worth of assets. As a result, I get thrown behind bars and tortured till I die. When I open my eyes again, I've returned to the day Chester presents the self-made program to track down the lost assets. This time, I choose to sit by and watch. What they don't know is that the richest man in Cantfield, Felix Watch, is the one who has lost his assets. Those who made him lose money in the past are all rotting in hell now.

Shantali Jackson awakens from cryostasis to discover she's been asleep for over 600 years. A working-class woman from the pre-collapse era, she finds herself in a sterile medical facility, where staff address her as royalty and claim she's the beloved of Prince Costa—a man she barely remembers meeting at Le Glow Club one fateful night. As fragmented memories surface, Shantali learns the devastating truth: she and Costa were never willing participants in the preservation program. After publicly defying their arranged marriages to choose each other, they were declared enemies of the state and forcibly preserved by the Emergency Preservation Committee. They've been awakened seventeen times for six centuries, only to have their memories wiped when they refused to comply with the Council's genetic breeding program. This time is different—the memory suppression technology is failing, and ghostly echowisps (manifestations of psychic trauma) guide them through their escape. With the help of Marcus, a resistance member, they flee to the underground networks where Shantali discovers shocking truths: her half-brother Elliot became a resistance leader, Costa's parents have been working to undermine the Council for centuries, and the outside world has been habitable for generations. The couple escapes to Haven's Gate, one of seven thriving Eastern Sanctuaries where humanity has rebuilt naturally. But freedom is short-lived when they learn Dr. Thorne and other preservation specialists are using extracted consciousness data to create a new form of control—artificial minds programmed for obedience. Refusing to remain passive victims, Shantali and Costa make a bold choice: they'll pose as desperate refugees seeking re-preservation, walking willingly into Dr. Thorne's trap to stop his plans once and for all. Their love story becomes humanity's last hope against a system that would sacrifice free will for genetic perfection. A tale of choice, resistance, and the power of love.

The world has no shortage of action stories where problems are solved through bullets and explosions. Readers are increasingly looking for thrillers that challenge the mind and the heart. IZO 44: AI Predator answers that demand with a fresh kind of detective novel: one where intelligence, technology, digital forensics, artificial intelligence, cyber investigation, psychology, and human insight become the true weapons against organized crime. Joel Vale is not defined by gun but by the mysteries he unravels through observation, deduction and courage. This book is a detective series that celebrates critical thinking, teamwork, and justice while exploring the opportunities and dangers of emerging technologies. IZO 44: AI Predator Series Vision When brilliant artificial intelligence researcher Ava Morgan vanishes without a trace, every clue points in a different direction. Only detective Joel Vale notices a pattern hidden beneath the digital noise. As Joel and his investigative team follow seemingly unrelated disappearances, they uncover an invisible predator unlike any criminal they have faced before. It leaves no fingerprints, breaks no doors, and rarely appears in person. Instead, it watches. Quietly learning from surveillance systems, public networks, behavioral data, and the predictable routines of ordinary people, it identifies victims long before they realize they are being hunted. Every breakthrough only deepens the mystery. The investigation reveals an adaptive intelligence capable of anticipating human decisions, manipulating evidence, and staying several moves ahead of its pursuers. To stop the Predator, Joel must defeat not only a machine, but the hidden architects who transformed revolutionary technology into a weapon against humanity. Just as victory seems within reach, encrypted financial records expose the existence of a shadowy figure whose influence stretches across continents. His identity remains unknown. The only name attached to the empire is: The Crypto Kingpin ….which is the sequel to this book.