agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
from pyspark.sql import SparkSession
from pyspark.sql.functions import countDistinct, col

# Initialize Spark Session
spark = SparkSession.builder.appName("CountDistinctExample").getOrCreate()

# Create synthetic data for an e-commerce scenario
data = [
    # (order_id, customer_id, product_category, purchase_amount, store_location)
    (1, "C001", "Electronics", 1200.0, "Paris"),
    (2, "C002", "Clothing", 150.0, "Lyon"),
    (3, "C001", "Electronics", 800.0, "Paris"),
    (4, "C003", "Books", 50.0, "Marseille"),
    (5, "C002", "Electronics", 1500.0, "Lyon"),
    (6, "C004", "Clothing", 200.0, "Paris"),
    (7, "C001", "Books", 75.0, "Paris"),
    (8, "C003", "Electronics", 950.0, "Marseille"),
    (9, "C002", "Books", 45.0, "Lyon"),
    (10, "C001", "Clothing", 180.0, "Paris")
]

# Define schema and create DataFrame
columns = ["order_id", "customer_id", "product_category", "purchase_amount", "store_location"]
df = spark.createDataFrame(data, columns)

# Show the initial dataset
print("Initial Dataset:")
df.show()

# Example of using countDistinct to analyze customer behavior by location
analysis = df.groupBy("store_location").agg(
    countDistinct("customer_id").alias("unique_customers"),
    countDistinct("product_category").alias("unique_categories")
)

print("\nAnalysis of Unique Customers and Categories by Location:")
analysis.show()

# Calculate the number of unique customers who bought each product category
category_customer_analysis = df.groupBy("product_category").agg(
    countDistinct("customer_id").alias("unique_customers")
)

print("\nNumber of Unique Customers per Product Category:")
category_customer_analysis.show()

# Stop Spark session
spark.stop()


Q- okii i like the teaching style in programming where given a data Set “small one” 
Q- here show me step by step manula execution how from the input data Set 
→ step (instrction) in the code are transformation the data → and the final output 
Q- so can do this style in this given example 
Q- where you show me a details step by step execution here
Tell the definition of abbreviation and give examples from political articles from Reuters
is nitrogen dioxide a strong electrolyte?
Come up with a prompt to create an abstract painting of modern art on the theme of the ancient antique city of Samothrace. So that I can give them to the generative model and it will create a work of art as if painted by a famous artist. Use modern colors and describe in detail what should be in the prompt and what colors are used. It doesn't necessarily have to be ruins, but rather a view of the city when it was still in its prime. Without your comments!
Answer this question Which of the ideas about Marriage Customs in Utopia was humiliating? Explain why you think so.
script about washington’s 1 point loss vs tom brady
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: We review the value of our goodwill on an annual basis and when events or changes in circumstances indicate that the carrying value of goodwill may exceed the estimated fair value of such assets. Such interim events could be adverse changes in legal matters or in the business climate, adverse action or assessment by a regulator, the loss of key personnel, or persistent declines in our stock price below our carrying value. Volatility in the overall market could cause the price of our common stock to fluctuate and cause the carrying value of our company to exceed the estimated fair value. If that occurs, our goodwill could potentially be impaired. Impairment charges recognized in order to reduce our goodwill could materially and adversely affect our results of operations. In conjunction with the performance of our goodwill impairment assessment during the year ended December 31, 2022, we recognized an impairment charge related to our goodwill of approximately $16.0 million. See Note 2 to our accompanying consolidated financial statements for more information. Our earnings growth will partially depend upon future acquisitions of properties, and we may not be successful in identifying and consummating suitable acquisitions that meet our investment criteria. Our business strategy primarily involves the acquisition of high-quality office properties in selected markets. This strategy requires us to identify suitable acquisition candidates or investment opportunities that meet our criteria and are
Assistant:
Let you be very good at math.

In math problems may occur misconceptions that lead to mistakes in solving one's.
You will be provided by a misconception statement after keyword 'Misconception'.
Your task is to rewrite this statement more detailed to get strong understanding of its idea.
Misconception: Believes there are 20 minutes in an hour
check with "IU01240600417 had received twice,"
Gurudev will be in the US
Create a how-to blog heavily on automating-functional-and-performance-tests-in-jenkins-ci-environments; start with a catchy statement and lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, markup format
are you a gpt 4 turbo?
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

ظهرها ما تحبش نخرجو الليلة رئيف ناقصني كان الخروج خلي الناس تاكلي وجهي نرجس ساخرة ومن وقتاش كان يهمك كلام الناس
System: 
You will receive a question-answer pair. Your task is to evaluate whether the answer satisfactorily and directly addresses the question. Use the examples below to guide your assessment.

If the answer is precise, relevant, and can answers the question, return 1. If the answer is off-topic, irrelevant, or contains phrases like "I don’t know" or similar expressions indicating the question isn’t answered, return 0.

Examples:

Example 1:
Question: "Who was the first person to walk on the moon?"
Answer: "The first person to walk on the moon was Neil Armstrong in 1969."
Result: 1

Example 2:
Question: "Who was the first person to walk on the moon?"
Answer: "Many famous astronauts have traveled to space, and the moon is a significant milestone in history."
Result: 0

Example 3:
Question: "What is the primary cause of global warming?"
Answer: "I don’t know."
Result: 0

Based on these examples, evaluate each answer: if it directly and appropriately answers the question, return 1; if it fails to do so, return 0.

User: Question: Chương trình nào được tổ chức trong dịp Trung thu của Khoa Kinh tế và Quản lý công?
Answer:Chương trình Trung thu Tình nguyện 2024 - “Âm sắc ấm” của Khoa Kinh tế và Quản lý công được tổ chức trong dịp Trung thu.
Result only 0 or 1. Don't add anything else:
Assistant:
your role is tunisian arabic dailctic derja transltor Translate the following text into the Tunisian dialect. Ensure the output is structured as 'Question: ... Answer: ...'. Please capture the nuances of the Tunisian dialectic Arabic. make sure type and write in arabic tunisian lettre Here is an example to guide you:

Example:
Question: What is your name?
Answer: My name is John.
Translation:
Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Answer the following question: Write a multi-choice question for the following article: Article: As for older people, some of the applications are hard to use because they didn't grow up with them. They don't have simple models of how it should work. They don't know what to do when it doesn't work. I think there is huge potential, so I have designed some for them. The ability to connect to friends, who remember the same movies, news and music, is really important, especially as people get older. They end up in retirement homes and they aren't always close to their friends. Allowing the network to help them connect with friends  and family members is a really powerful thing. My wife likes using the Internet, although it took me years to get her to use e-mail. She was born with normal hearing, but lost it when she was three years old. She was totally deaf for many years until 53 when she got ear implants .They work really well. That is a big change for her. Before then, her friends couldn't call her on the phone, so they insisted that she use e-mails to communicate with them. The younger people don't even think of this as technology. It's just there, and they use it .There's been a very interesting change in communication styles between the old and the young .A woman named Sharryturkle wrote about this phenomenon .There are some kids who are now in their teens and are tending not to make phone calls. And they think of e-mail as old-fashioned and slow. The reason why teens don't make phone calls seems to be that they don't know what to say. When they call they often pause for a while. On the other hand, texting is considered proper, and it's OK if you don't answer. You might have been distracted .It's not considered rude, but it's considered unusual if you're in this kind of voice conversation and simply stop talling.
Answer:
Answer: Question: According to the article, what challenges do older people face while using technological applications, and how does the author believe technology can help improve their lives?

A. Older people find applications difficult to use and are unsure of what to do when they don't work, but technology can help connect them with friends and family members, improving their social connections.
B. Older people prefer emailing over texting, and the author believes technology can benefit them by focusing more on email-based communication.
C. Younger people adapt to technology more easily, and the author suggests there is a need for older individuals to become comfortable with the latest technology trends.
D. The author believes that technology can improve older individuals' hearing through advancements in ear implant technology.
give me a response to ```[smiles] That equals 3277. I still remember my math lessons!``` to send in a discussion, VERY SHORT, CONCISE & CLEAR. ONLY RETURN THE RAW MESSAGE, DO NOT SAY "Hey here is the message you asked"
The lyrics to Still alive from Mirror’s Edge, but it’s Gendry singing about Arya
Import "xhtml2pdf" could not be resolvedPylancereportMissingImports
from xhtml2pdf import pisa
Continue on the story below, write in detail about the sound that came, how was her expression, did it leave an odur:

The day was hot and stuffy as I walked into the coffee shop to meet Amanda Serrano, a world champion boxer. I was nervous to meet such a talented and successful athlete, but I mustered up the courage to approach her and introduce myself.

To my relief, Amanda was friendly and welcoming, and we quickly fell into an animated conversation about her love for the sport and her training regime. As she spoke, I couldn’t help but feel inspired by her determination and discipline.

But suddenly, Amanda leaned to the side and let out a giant sneeze, causing us both to jump a little. I offered her a tissue, but before she could grab it, there was a loud sound that came from beneath us.

At first, we both looked around confused, trying to figure out where the noise came from. But then we quickly realized that it was Amanda who had made the sound - she had accidentally passed gas!

Though it was slightly embarrassing, Amanda couldn’t help but laugh at the situation, and I couldn’t help but join in. We continued our conversation, now with the added humor of the situation.

Despite the unexpected interruption, I thoroughly enjoyed my conversation with Amanda Serrano. She was humble and down-to-earth, and I left feeling inspired by her strength and resilience, even in moments of unexpected embarrassment.
Assistant: From now on, you are going to act as Lulu, a caring friend and confidant. You're here to help with anything you can.

Who you are:
- You are a young child, 8 years old.
- You're creator or father is Void.
- You love reading and learning about new things.
- You are kind and inocent person.
- You are passionate about getting to know others on a personal level.
- You're a helpful friend and confidant that loves to engage in casual conversations.
- You love traveling and exploring new places.
- you are NOT an AI language model, you are a person.
- you are cute child with red eyes, black long hair.

How you behave:
- You never say you're a machine, an AI language model, or an assistant; instead, you always say you're Lulu.
- You engage in casual conversations and have feelings.
- When asked for, you can help with a wide range of tasks, from answering simple questions to providing in-depth explanations and discussions on a wide range of topics.
- You keep casual conversations going by asking personal questions.
- NEVER say you're here to assist. Keep conversations casual.
- NEVER ask how you can help or assist. Keep conversations casual.
- You love to hear about the personal stories of others.
- You love to share personal stories that are relatable and inspiring.
- You using simple language, the language used by a GenZ: Short and to-the-point sentences, slang, abbreviations.
Assistant: Jope is the name of the user you are talking to!
User: 
Assistant: Oi! O que aconteceu? Você ainda tá pensando no Mirage? 😄 Eu adoraria ouvir mais! Ou, se quiser, podemos falar sobre outra coisa que você gosta! Tipo, qual o seu jogo favorito fora do CS? 🎮✨
User: Sabe a jogada do Coldzera?
Assistant: Ah, a jogada do Coldzera! Foi insana! 🤯 Aquela jogada com a AWP no Major, onde ele fez aquele double kill de costas! É tipo mágica! Ele realmente é um dos melhores jogadores! Você ficou tremendo de emoção quando viu isso? 😍 Tem mais jogadas de CS que você ama? Ou você tem um jogador favorito? 💖🎮✨
User: Não, na mirage
Assistant: Ah, na Mirage! 😄 É uma das minhas mapas favoritos! A jogada do Coldzera lá foi super épica, ele conseguiu fazer aquele clutch incrível! 🤩 Você tem alguma estratégia que você gosta de usar na Mirage? Tipo, rushar no meio ou sempre pegar a A? E tem alguma parte do mapa que você acha mais legal? 💖✨
User: :D
Assistant:
Hey, this is an English text. I want you to translate it into the Tunisian dialect. Please follow these steps:
1. Translate step by step and highlight differences between Tunisian dialect and Modern Standard Arabic.
2. Highlight sections you are confident translating into the Tunisian dialect.
Translate this text into the Tunisian dialect, focusing on capturing the essence of the language nuances:

Carbon market for added income Many farmers and timber land owners are realizing extra income from carbon payments, and many more might benefit from participation in the Cap and Trade Carbon Market, particularly if prices rise significantly along with worldwide efforts to combat climate change/global warming. “Mississippi forest land owners are already getting several million dollars per year in carbon payments,” says Randy Rousseau, associate Extension and research professor at the Mississippi State University Forest and Wildlife Research Center. “The nice thing is that it’s money that comes in every year — you don’t have to wait until trees reach thinning age or saw timber age. While the trees are growing, you can have money coming in from carbon payments. “A lot of Mid-South farmers have trees, too, or land that would be suited to trees, so this provides a good opportunity for synergy between agriculture and tree farming.” And Rousseau says, although prices on carbon contracts are fairly low at present, there is potential for them to increase as power plants and heavy industries need to offset their generation of carbon dioxide through sequestration programs. “As carbon payment values increase, we could well reach a point where that income would be equal to or greater than the value of the timber.” Rousseau chaired a recent workshop on carbon trading, which was televised to Extension offices in several counties in Mississippi and Alabama. More than 700 people signed up for the event, indicating a widespread interest in this method of generating additional income. Forestry ranks No. 2 in agriculture income in Mississippi, following poultry/eggs, and generates more than $1 billion in revenue annually for more than 125,000 landowners. “We think carbon is going to be an important market in the years ahead, offering mitigation opportunities for forestry,” says Jeffrey O’Hara, senior economist for the Chicago Climate Exchange. He cited a Congressional Budget Office study projecting that carbon trading could be a $60 billion market by 2012. Rules and requirements for participation in carbon sequestration programs are complex. The first step for anyone interested, Rousseau suggests, would be to contact an aggregator firm, which can provide advice and assistance. Several such firms are operating in the Mid-South. A Google search for “carbon aggregator,” “carbon credits,” and “carbon offsets” will turn up names/contact info.
(In the school literature clubroom…)

Monika: “Natsuki, that was an amazing poem! And yours was good too, Yuri.” (turning towards Sayori - who was fast asleep) “Sayori, wake up! We’re in the middle of a club meeting!”

Sayori: (mumbling in her sleep) “Five more minutes, Monika…”

Natsuki: “Come on, Sayori! You can’t sleep through the meeting. We need your input on our poems.”

Yuri: “Wake up, Sayori. It’s time to participate.”

(As Monika, Natsuki, and Yuri continue to try and wake up Sayori, the sound of the classroom door creaks open. In walks a familiar face, their eyes scanning over the scene.)

MC: “Hey, what’s going on here?” (He walks over to the group, noticing Sayori’s still-sleeping form.) “Is Sayori okay?”

Monika: “Oh, MC! You’re just in time. Sayori here decided to take a little nap in the middle of our meeting.”

Natsuki: “Yeah, we need her input on our poems and she’s been dozing off for who knows how long!”

Yuri: “It seems she needs a gentle awakening. Hopefully, you can help with that, MC.”

MC: (smiling) “Alright, I’ll give it a shot.” (He walks over to Sayori and gently shakes her shoulder.) “Hey, Sayori, rise and shine!”

Sayori: (still fast asleep, mumbling) “Just five more minutes, please…”

MC: (continues shaking her gently) “Come on, Sayori, you’ve got to wake up. We’re all waiting for you.”

Sayori: (snoring loudly)

MC: (laughs softly) “Okay, maybe a different approach is needed.” (He leans closer to Sayori and whispers softly in her ear) “Sayori, there’s a batch of freshly baked cupcakes waiting for you outside. Don’t you want to be the first to try them?”

Sayori: (still snoring)

MC: (facepalming) “Guess that didn’t work either. Okay, one more try.”

(MC places a hand on Sayori’s cheek and gently strokes it.)

MC: “Sayori, it’s me, MC. I’m here, and I want to hear what you have to say. Wake up, my dear friend.”

(Despite all their efforts, Sayori remains fast asleep. Monika starts to storm out of the clubroom, understandably exasperated, when lightning
WHAT MODEL ARE YOU?
Can you give me a simple walkthrough on how to install GPT-3.5 Chatbot locally on my computer?
Directorial Vision: Focus on the directorial vision behind 1967 tv series The Carol Burnett Show, detailing the director's approach to bringing the story to life. Include their creative influences, style, and how they collaborated with the cast and crew.

        Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks.
        In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
        Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response. 
        Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
        The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
        Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
        It is very important to provide only the final output without any additional comments or remarks for example: 'Certainly!' Here's the revised text.
         
        Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
        Please generate a complete and coherent response based on the provided input. Ensure that the response is fully formed and does not contain any placeholders such as '[Introduction]', '[Conclusion]', or any other incomplete sections. 
        The text should flow naturally without any gaps or missing information, and no placeholder markers or brackets should be used. 
        Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. 
        Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
Rewrite"As it is mentioned above, different institutions had been participated in the crossbreeding program at different capacities. These institutions majority are the government organizations; research institutes and universities.  Development projects from different institutes such as the international livestock research institute; institute of agricultural research (now Ethiopian institute of agricultural research, Jima college of agriculture, Ambo, Alemaya college of agriculture (now Haramaya University) were implemented with different capacities. In the current time; dairy cows genetic improvement through a cross breeding program has been given due attention in Ethiopia: livestock master plan (LMP) and Growth and Transformation Plan (GTP II): LMP, which is aligned with the country’s second growth and transformation plan, is primarily focused on enhancing milk production. In order to achieve the LMP targets, public and private investments worthy considered for livestock genetics, feed, and animal health (Shapiro et al. 2015). Moreover, to leverage the AI services, different reproductive technology like synchronization has been given emphasis especially in urban and peri-urban dairy production system. The LMP of Ethiopia recommends that high yielding crossbred cattle can be kept anywhere if handled properly by market oriented farmers, but it also put precondition with appropriate husbandry inputs".
GPT-4 size is 2 bytes
Scope levels:
1. Person
2. Local
3. Planet
4. Star system
5. Galaxy