Explore AI generated designs, images, art and prompts by top community artists and designers.

Fairness means ensuring your analysis doesn't create or reinforce bias. This can be challenging , but if the analysis is not objective , the conclusions can be misleading and even harmful. In this reading , you’re going to explore some best practices you can use to guide your work toward a more fair analysis! Consider fairness Following are some strategies that support fair analysis: Best practice Explanation Example Consider all of the available data Part of your job as a data analyst is to determine what data is going to be useful for your analysis. Often there will be data that isn’t relevant to what you’re focusing on or doesn’t seem to align with your expectations. But you can’t just ignore it; it’s critical to consider all of the available data so that your analysis reflects the truth and not just your own expectations. A state’s Department of Transportation is interested in measuring traffic patterns on holidays. At first , they only include metrics related to traffic volumes and the fact that the days are holidays. But the data team realizes they failed to consider how weather on these holidays might also affect traffic volumes. Considering this additional data helps them gain more complete insights. Identify surrounding factors As you’ll learn throughout these courses , context is key for you and your stakeholders to understand the final conclusions of any analysis. Similar to considering all of the data , you also must understand surrounding factors that could influence the insights you’re gaining. A human resources department wants to better plan for employee vacation time in order to anticipate staffing needs. HR uses a list of national bank holidays as a key part of the data-gathering process. But they fail to consider important holidays that aren’t on the bank calendar , which introduces bias against employees who celebrate them. It also gives HR less useful results because bank holidays may not necessarily apply to their actual employee population. Include self-reported data Self-reporting is a data collection technique where participants provide information about themselves. Self-reported data can be a great way to introduce fairness in your data collection process. People bring conscious and unconscious bias to their observations about the world , including about other people. Using self-reporting methods to collect data can help avoid these observer biases. Additionally , separating self-reported data from other data you collect provides important context to your conclusions! A data analyst is working on a project for a brick-and-mortar retailer. Their goal is to learn more about their customer base. This data analyst knows they need to consider fairness when they collect data; they decide to create a survey so that customers can self-report information about themselves. By doing that , they avoid bias that might be introduced with other demographic data collection methods. For example , if they had sales associates report their observations about customers , they might introduce any unconscious bias the employees had to the data. Use oversampling effectively When collecting data about a population , it’s important to be aware of the actual makeup of that population. Sometimes , oversampling can help you represent groups in that population that otherwise wouldn’t be represented fairly. Oversampling is the process of increasing the sample size of nondominant groups in a population. This can help you better represent them and address imbalanced datasets. A fitness company is releasing new digital content for users of their equipment. They are interested in designing content that appeals to different users , knowing that different people may interact with their equipment in different ways. For example , part of their user-base is age 70 or older. In order to represent these users , they oversample them in their data. That way , decisions they make about their fitness content will be more inclusive. Think about fairness from beginning to end To ensure that your analysis and final conclusions are fair , be sure to consider fairness from the earliest stages of a project to when you act on the data insights. This means that data collection , cleaning , processing , and analysis are all performed with fairness in mind. A data team kicks off a project by including fairness measures in their data-collection process. These measures include oversampling their population and using self-reported data. However , they fail to inform stakeholders about these measures during the presentation. As a result , stakeholders leave with skewed understandings of the data. Learning from this experience , they add key information about fairness considerations to future stakeholder presentations. ,

brayden always wears a tight wrestling gold shiny singlet , which enhances his already massive bulge. full body photo , big man , tight lycra singlet , sweaty wrestler , age 18 , light beard , short hair , big bulge , big package , big bulge , tight singlet , beautiful face , big bulge package , huge glutes , chubby stomach , fully gold shiny singlet , 3D ,

brayden always wears a tight wrestling gold shiny singlet , which enhances his already massive bulge. full body photo , big man , tight lycra singlet , sweaty wrestler , age 18 , light beard , short hair , big bulge , big package , big bulge , tight singlet , beautiful face , big bulge package , huge glutes , chubby stomach , fully gold shiny singlet , 3D ,

In the magical evening glow , a woman with long blond hair stands in the center of the courtyard , dressed in a mysterious dark blue cloak and a magic cap with silver patterns. She is holding a magic wand , from which a gentle golden light flows , bringing the fairy-tale world around her to life. She sees a bright two-story house with carved wooden balconies and arches , warmly glowing windows , and wrought-iron lanterns that gently flicker in the evening air. Two little daughters , both in light fairy-tale dresses , hold hands and watch the magic in fascination. The older one , wearing a pale blue dress , holds out her hand to the light , and the younger one , wearing a pink one , hides her smile behind her palm. Around them , among the flower beds and on the branches of trees , small fantastic creatures look out with delight - funny spirits of nature , shining fairies with transparent wings. Golden sparks of magic flicker in the air , and the whole world is filled with the feeling of a living miracle that she creates for her family ,

In the magical evening glow , a woman with long blond hair stands in the center of the courtyard , dressed in a mysterious dark blue cloak and a magic cap with silver patterns. She is holding a magic wand , from which a gentle golden light flows , bringing the fairy-tale world around her to life. She sees a bright two-story house with carved wooden balconies and arches , warmly glowing windows , and wrought-iron lanterns that gently flicker in the evening air. Two little daughters , both in light fairy-tale dresses , hold hands and watch the magic in fascination. The older one , wearing a pale blue dress , holds out her hand to the light , and the younger one , wearing a pink one , hides her smile behind her palm. Around them , among the flower beds and on the branches of trees , small fantastic creatures look out with delight - funny spirits of nature , shining fairies with transparent wings. Golden sparks of magic flicker in the air , and the whole world is filled with the feeling of a living miracle that she creates for her family ,

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Create a photorealistic image of a female cyborg with short , sleek silver hair , standing in a futuristic laboratory. She holds a glowing orb in her advanced robotic hand , which features intricate mechanical components visible at her neck and arm , seamlessly blending with her humanoid form. Dress her in a simple , dark , velvety top that contrasts with the metallic sheen of her robotic parts. The background should be a sterile environment with soft blue lighting and translucent panels displaying digital interfaces. Use a cool and monochromatic color palette , with the glowing orb as the focal point of light. Emphasize the cyborg's contemplative expression and the delicate interaction between her hand and the orb. Ensure high detail in textures and reflections , creating a calm and introspective atmosphere. Aim for a high-resolution image (at least 4K) to capture all intricate details. ,

The image showcases a traditional stained glass window depicting an epic battle between an angel and a demon. The angel is portrayed with majestic , feathered wings and a halo , symbolizing purity and divinity. In contrast , the demon is characterized by dark , bat-like wings and a menacing stance , representing darkness and malevolence. They are engaged in a dramatic sword fight , at the center of which is a bright burst of light , possibly indicating the clashing of their weapons. The stained glass window is intricately detailed , with a rich palette of colors. The upper portion of the window displays symmetrical designs with a variety of vibrant colors that resemble flames , suggesting the intensity of the heavenly battle. Below the figures , the chaos of battle continues with a depiction of numerous human figures engaged in their own struggle , adding to the scene's dynamic nature. The overall composition is symmetrical and balanced , with the angel and demon positioned as mirror images of each other , reinforcing the theme of the eternal struggle between good and evil. The background of the window is a complex array of cloud-like formations , providing a sense of depth and movement to the celestial scene above. The lower part of the window serves as a narrative foundation , grounding the heavenly conflict in the mortal realm , perhaps implying that the outcomes of such cosmic battles have direct consequences on the human condition. The craftsmanship of the stained glass , with its leaded divisions and varying textures and hues , contributes to a sense of grandeur and historical significance. ,

he image depicts a portrait of a woman in the style of a vibrant stained glass art piece. She has rich , dark skin and is adorned with colorful , ornate attire that suggests African cultural influence. Her head is crowned with a headwrap featuring a mosaic of radiant , multicolored patterns , which harmoniously blend with the stained glass motif. The background radiates outwards with a warm , luminous effect , encompassing a spectrum of colors and geometric floral designs , adding to the artwork's majestic and contemporary feel. ,

Create a detailed and accurate image of Tifa Lockhart from Final Fantasy VII. She should be depicted with her signature strapped hair , which is tied up in a long , high ponytail with a black strap. Tifa is wearing her iconic outfit: a white tank top , cleavage , big breasts , black mini-skirt , red gloves , and black combat boots. sweating. She also has her black suspenders , elbow guards , and knee-high socks. , outdoors , bokeh , (highres , highly detailed:1.2) , cinematic lighting , vibrant colors , ,

The image presents a striking stained glass depiction of a woman , her form rendered in dynamic , flowing lines that suggest movement and grace. Her hair and body seem to merge with the surrounding rays , which fan out in a dazzling array of colors resembling the spread of light. The multitude of hues—vibrant blues , reds , yellows , and greens—create a radiant spectrum , while the black outlines emphasize the intricate details and add depth to the composition. This artwork exudes a sense of liberation and vitality , as if the woman is part of a greater cosmic dance , intertwined with the very essence of light itself. ,

This image features a stained glass depiction of a majestic Greek warrior in a heroic stance. The warrior is adorned with traditional Greek armor , which is intricately designed with shimmering gold and bronze hues , complementing his muscular and strong physique. A plumed helmet sits atop his head , and in his hand , he holds a shield emblazoned with ancient Greek symbols. Above the warrior , within an arch , is a relief of a lion's head , possibly symbolizing strength and bravery. Surrounding the arch are olive branches , a symbol of peace and victory in Greek culture. The colors used in the image are vibrant and rich , capturing the essence of the heroic and classical beauty associated with Greek mythology. The border of the image is reminiscent of Greek architectural and design motifs , including meander patterns and other geometric shapes , adding to the overall historical and cultural authenticity of the piece. The bottom section of the artwork features a pair of intricately designed flowers , possibly acanthus leaves , which are a common motif in classical architecture and art. The entire composition is filled with a sense of grandeur and respect for ancient Greek traditions , celebrating the heroism and aesthetics of the time. The stained glass style adds a timeless and spiritual quality to the image , suggesting that the values and stories of ancient Greece continue to shine through history. ,

The image is a stained glass representation of a handsome and mysterious masked man. The mask is ornate and detailed , covering the upper half of his face and leaving his mouth and chin exposed , which adds to the sense of mystery. His hair is swept back , and the mask is adorned with swirling , symmetrical patterns that evoke a sense of elegance and intrigue. The man is clad in a flowing , draped garment that suggests movement , with rich folds and a blend of deep blues , purples , and metallic hues that catch the light , implying a sense of depth and texture. The garment gives him a regal and powerful presence , as if he is someone of importance or authority. In the background , there's a structure that resembles an ancient column , along with a celestial motif that includes a large , glowing moon and stars , which illuminates the scene and the figure with a soft , ethereal light. The moonlight casts highlights and shadows across the man's face and body , enhancing the dramatic effect. The use of color in this stained glass art is particularly striking , with a harmonious palette that transitions from warm tones in the upper right corner to cooler tones that dominate the rest of the piece. The luminous quality of the colors and the intricate details of the design come together to create a visually stunning image that is both timeless and evocative. ,

Within the West Sea , amidst the shifting sand , there is a country named Gully City.Within the West Sea , west of the quicksand , there is a country named Fan Ye.To the west of quicksand , where there is a bird mountain , the three waters come out. Therefore , there are gold , jade , elixirs , silver and iron , all of which flow here. There is also Huaishan , where good water comes out.To the east of quicksand and to the west of black water , there are countries of cloud and swine. The wife of the Yellow Emperor , Lei Zu , gave birth to the idea of prosperity. Changyi descends like water , giving rise to the Korean current. Han Liu raised his head , listened attentively , had a human face , a ragged beak , a Lin body , a Qugu , and a dolphin. He named Naozi Ah Nu and gave birth to Emperor Zhuanxu.To the east of the quicksand and between the black waters , there is a mountain called the Mountain of Death.(masterpiece , top quality , best quality , official art , beautiful and aesthetic:1.2) , (extremely detailed , highres , highest detailed:1.2) , (8k , absurdres , CG) , neon lighting , (vibrant glow) , dynamic colors , striking contrast , futuristic vibe , electric energy , reflective surfaces , (cityscape) , (futuristic cyberpunk city) , ,

gothic , giygas dan art , by Greg Rutkowski and alphonse mucha , by alphons mucha and annie swynnerton and jean delville , reflective skin , which is drowned in water , white around right eye , perfect eyes , Symphogear , 8 k uhd art by kilian eng , noble androgyne skeleton inspired by ross tran and wlop and masamune shirow and kuvshinov ,

The logo , which is circular in shape , is designed for the 25th anniversary sports meeting of golden rooster Vocational and Technical College. It should meet the requirements of contemporary art aesthetics , with a strong sense of the times; it should have beautiful and concise graphics , complete and coordinated composition , new and unique form , precise connotation with symbolic meaning , perfect form , easy to understand and remember , and easy to promote. The emblem is themed "Youthful vitality and progress" , reflecting the spirit of "Faster , Higher , Stronger" of the Olympics and the theme of the current sports meeting , while incorporating the characteristics of competitive sports. , Water Color 25 number , Pencil Sketch ,

The logo , which is circular in shape , is designed for the 25th anniversary sports meeting of golden rooster Vocational and Technical College. It should meet the requirements of contemporary art aesthetics , with a strong sense of the times; it should have beautiful and concise graphics , complete and coordinated composition , new and unique form , precise connotation with symbolic meaning , perfect form , easy to understand and remember , and easy to promote. The emblem is themed "Youthful vitality and progress" , reflecting the spirit of "Faster , Higher , Stronger" of the Olympics and the theme of the current sports meeting , while incorporating the characteristics of competitive sports. , Water Color ,

Romantic , Realistic , HD , 4K , couple , man and woman , love , realistic , 3D. The woman has a beautiful face with delicate features and a soft expression. Her eyes are almond-shaped and dark brown , with long black eyelashes and thin eyebrows. Her nose is small and straight , and her lips are full and pink. Her skin is pale and smooth , with a slight blush on her cheeks. Her hair is straight and black , falling on both sides of her face without touching her eyes or forehead. She is looking at the camera with a gentle smile , as if she is happy and content. She is hugging a handsome man with long black hair covering one of his eyes with her left arm around his neck and her right hand on his chest. She is wearing a white top and a black dress , which contrast with her hair and skin color. ,

Create a detailed and accurate image of Tifa Lockhart from Final Fantasy VII. She should be depicted with her signature strapped hair , which is tied up in a long , high ponytail with a black strap. Tifa is wearing her iconic outfit: a white tank top , cleavage , big breasts , black mini-skirt , red gloves , and black combat boots. sweating. She also has her black suspenders , elbow guards , and knee-high socks. , outdoors , bokeh , (highres , highly detailed:1.2) , cinematic lighting , vibrant colors , ,

Shihouin Yoruichi is a mature , physically fit woman with a sinuous and brawny physique. She possesses a distinctive , cool demeanor and is often referred to as a "bad babe." Her dark skin is prominent , underscoring her striking appearance. Yoruichi's long , purple hair is elegantly styled in a high ponytail with parted bangs , complemented by purple eyelashes that draw attention to her glowing yellow eyes with slitted pupils. Her eyes are detailed , adorned with eyeliner and eyeshadow , which adds to her allure. Her appearance is captured in absurdly high-resolution , highlighting her perfect body and flawless anatomy. Yoruichi boasts wide hips , muscular calves , and her arms are adorned with elbow gloves styled like bridal gauntlets , all concealed under detached sleeves. Her face is perfectly symmetrical , radiating her beauty , with painted carnudos lips. She possesses long , toned legs and a brawny , fit physique , emphasized by her choice of a panty thong , which may reveal subtle panty lines. Yoruichi's attire includes a black latex swimsuit with a high-cut design , reminiscent of a retro one-piece swimsuit. Her unique features are completed by cat ears and a cat tail. Her wardrobe is complemented by white lycra leggings , worn high-waisted , and sleeveless detached sleeves that expose her bare shoulders. Yoruichi's character thrives in a 1930s , mafia-themed , art deco cyberpunk noir setting , within a retro low fantasy and futuristic dark fantasy world. , Water Color ,

Shihouin Yoruichi is a mature , physically fit woman with a sinuous and brawny physique. She possesses a distinctive , cool demeanor and is often referred to as a "bad babe." Her dark skin is prominent , underscoring her striking appearance. Yoruichi's long , purple hair is elegantly styled in a high ponytail with parted bangs , complemented by purple eyelashes that draw attention to her glowing yellow eyes with slitted pupils. Her eyes are detailed , adorned with eyeliner and eyeshadow , which adds to her allure. Her appearance is captured in absurdly high-resolution , highlighting her perfect body and flawless anatomy. Yoruichi boasts wide hips , muscular calves , and her arms are adorned with elbow gloves styled like bridal gauntlets , all concealed under detached sleeves. Her face is perfectly symmetrical , radiating her beauty , with painted carnudos lips. She possesses long , toned legs and a brawny , fit physique , emphasized by her choice of a panty thong , which may reveal subtle panty lines. Yoruichi's attire includes a black latex swimsuit with a high-cut design , reminiscent of a retro one-piece swimsuit. Her unique features are completed by cat ears and a cat tail. Her wardrobe is complemented by white lycra leggings , worn high-waisted , and sleeveless detached sleeves that expose her bare shoulders. Yoruichi's character thrives in a 1930s , mafia-themed , art deco cyberpunk noir setting , within a retro low fantasy and futuristic dark fantasy world. , Water Color ,

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This average build human-alien hybrid , with an athletic Irish-green colored skin , and gold coin shaped ears , and is staring directly at the viewer , with a wonderful smile. The man is wearing a red & obtuse gold velvet Victorian style suit , with a Fedora , and leaning on a fashionable sturdy umbrella. Behind the human-alien , there's a steampunk-looking car with intricate designs , including a shiny metallic surface and two spherical objects , in front are its headlights. This vivacious gregarious humanoid woman with an athletic light-red colored body , and diamond-ears is staring directly at the viewer , with a wonderful smile. The woman is wearing a red & obtuse cream &gold colored Victorian style gown , with a fashionable hat , and leaning on a fashionable sturdy umbrella.There are a vast variety of cars with intricate designs , including a shiny metallic blue surface and two crystal headlights , on one of them.The background is a gradient of dark metallic gold & obtuse green , giving an ambiance of a steampunk car showroom. A full body view of the woman , she's standing about 10 feet in front of the closest car , which has a yellow shaker hood scoop. Other cars resemble early Lamborghinis , Mustangs , Chevys , Mercury Cougars , Oldsmobiles , and more. These humanoids are married co-owners of the dealership. Both the woman and man are close together each other. ,

Visualize a (((very massive starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection. Two ((diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. Visualize a (((very massive dark gold starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection.(((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. (((Imagine a (((very massive dark gold starship))) based on the shape of an infinity symbol combined with a 🏯🏰castle 🏯 🏰 , with a length of 144 miles and a diameter of 72 miles at its midsection.)))(((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. Visualize a (((very massive starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection.Visualize a (((very massive dark gold starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection.(((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. (((Imagine a (((very massive dark gold starship))) based on the shape of an infinity symbol combined with a 🏯🏰castle 🏯 🏰 , with a length of 144 miles and a diameter of 72 miles at its midsection.)))(((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. Visualize a (((very massive starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection. Two ((diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. The body is designed like an aircraft carrier. Visualize a (((very massive dark gold starship))) based on the shape of an infinity symbol , with a length of 144 miles and a diameter of 72 miles at its midsection.(((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. The body is designed like an aircraft carrier. A massive shaped metallic green and red matte 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical.A massive flat dish + a bubble-shaped metallic green 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical.The body is designed like an aircraft carrier. A massive shaped metallic green and red matte 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical.The body is designed like an aircraft carrier. A massive shaped metallic green and red matte 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical. (((2 diamond crystal nacelles)) are evenly spaced above the back of the base of the ship. The body is designed like an aircraft carrier. A massive shaped metallic green and red matte 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.))). Several Starfleet Academy cadets are together , on the bridge , of the USS Bradbury , in the year 2510. Some of them are Klingons , Human , Vulcan , Andorians , and Bajoran. They have to save Earth , from a Cardassian Romulan Alliance , which has just attacked its 10 outpost and planet. They have lost the command crew , and now have to take on this mission themselves. They are , in the middle of a firefight. They are doing their best.(((There's a massive 🏯🏰castle 🏯🏰)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical.The body is designed like an aircraft carrier. A massive shaped metallic green and red matte 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical.The body is designed like an aircraft carrier. A massive flat dish + a bubble-shaped metallic green 1974 Winnebago forms the bridge in its center , emulating styles of Ridley Scott and Issac Asimov. (((There's a massive 🏯🏰castle 🏯🏰 , at the very center of the starship. It's 4 miles wide & 20 miles high , with a Gold metallic surface , and green matte details.)))The ship is flying past Saturn. Insanely hyperrealist , detailed , and symmetrical. ,

Create a stunning 3D rendering of a futuristic starship from the 24th century. The ship boasts 2 unique 12 volt battery-shaped nacelles - two soaring above the main body and two situated at the rear , held up by pulsating blue conduits. The bridge of the vessel resembles an elongated 1974 Winnebago supported at the front by lemon-colored tubes. The ship's flattened out sneaker line body , which spans 288' , is adorned in a captivating palette of dark orange , forest green , and black cherry tones. Envelop the composition with dynamic elements such as passing meteors and a vibrant nebula-like planet featuring multicolored meteors to create an immersive cosmic spectacle. ,