agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
Задание 1.
Скачать датасет Data Science Salaries 2023, доступный по ссылке https://www.kaggle.com/datasets/arnabchaki/data-science-salaries-2023 Импортировать необходимые для построения графиков библиотеки и загрузить датасет. Вывести первые 5 строк датасета.

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
Вывод 5 строк датасета

df = pd.read_csv("ds_salaries.csv")
print(df.head(5))
   work_year experience_level employment_type                 job_title  \
0       2023               SE              FT  Principal Data Scientist   
1       2023               MI              CT               ML Engineer   
2       2023               MI              CT               ML Engineer   
3       2023               SE              FT            Data Scientist   
4       2023               SE              FT            Data Scientist   

   salary salary_currency  salary_in_usd employee_residence  remote_ratio  \
0   80000             EUR          85847                 ES           100   
1   30000             USD          30000                 US           100   
2   25500             USD          25500                 US           100   
3  175000             USD         175000                 CA           100   
4  120000             USD         120000                 CA           100   

  company_location company_size  
0               ES            L  
1               US            S  
2               US            S  
3               CA            M  
4               CA            M  
Задание 2.
Составить barplot, с помощью которого можно изучить уровень дохода (в долларах) в зависимости от профессии.

Используйте код, написанный ниже, что бы избежать наслаивания текста по оси X.

plt.figure(figsize=(60, 50))
#Сортировка
df_sorted = df.sort_values(by="salary_in_usd", ascending=False)
plt.bar(df_sorted["job_title"], df_sorted["salary_in_usd"], color="red")

plt.title(' Уровень дохода (в долларах) в зависимости от профессиии', fontsize=50)
plt.xlabel('Профессии', fontsize=40)
plt.ylabel(' Уровень дохода', fontsize=40)

plt.xticks(rotation=45, fontsize=30)
plt.tight_layout()
plt.show()


Задание 3.
Построить линейную диаграмму по всем стобцам датафрейма


df.plot(figsize=(10,8))
plt.title("Линейная диаграмма по всем столбцам", fontsize=16, color="purple")
plt.show()

Задание 4.
Cоздать диаграмму рассеяния где по оси X будет находится зарплата в долларах и по оси y должность. Привести график в такой вид, что бы его было удобно читать.


plt.figure(figsize=(12,8))
plt.scatter(df["salary_in_usd"], df["job_title"], color="red")
plt.title("Диаграмма рассеяния по зарплате и должности", fontsize=16)
plt.xlabel("Зарплата в долларах", fontsize=14)
plt.ylabel("Должность", fontsize=14)
plt.yticks(df["job_title"], fontsize=10)
plt.xticks(fontsize=12)
plt.show()
Задание 5.
Построить линейный график зависимости уровня зарплаты специалистов от региона.
Traduction en français : With these wonderful participants to the training organised by the Pakistan High Commission to Rwanda ( see photo), AFRICASIA expresses it's thanks to HE Ambassador Naeem Khan High Commissioner and the people of Pakistan for the assistance and takes the opportunity to welcome new members from China, South Korea, Nigeria, Uganda and Rwanda who joined today 21st Nov 2024.  Karibuni na Asanteni sana.  
Hakika Pamoja Twaweza.  
Professor Pacifique Malonga.
  SG
2. [15 pts] A 6-pole, 3-phase, 60-Hz synchronous generator delivers a line current of 14.0 A to a
purely resistive balanced load at the line voltage of 240 V. The prime mover supplies a torque of
50 Nm to the generator shaft.
a) [3] Draw a per-phase circuit representation of the generator and calculate its speed of rotation?
b) [4] What is the mechanical power supplied?
c) [4] What is the electrical power consumed?
d) [4] What is the efficiency of the generator under these loading conditions
Kindly proceed and ship the stocks immediately, we shall share PO by end of today.

As agreed with Shoaib to save time and avoid such miscommunications kindly follow the below for all future order proposals.
 Don’t propose any stocks in replenishment orders if the style is part of 25% off in our SALE.
Do not propose any ageing stocks/ pulled back stocks to us as replenishment. 
Do not send any stocks with style number modifications for the pulled back styles.
When you propose please do consider back order qty

If you send all future proposals by verifying the above would make easy for all of us to send you order confirmation, moreover avoids mis communications
how to improve this
and extract(year from statement_date) = extract(year from current_date);

statement_date индексирован надо пользоваться этим плюсом
Send only episode number from below text like 01, 02, 03.etc without any extra text.

➡️ Episode - 26
🎧 Language - Hindi Official 
📀 Quality - 1080p
⭐️Main channel :[ @SBANIME ]
Generate an etsy title for a art work that can be added to mugs, painting, tshirt, etc within 140 characters with no & only | to separate without first word being whimsical and is the name of the art Aesthetic
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers de (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en de.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : de (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "6d6888c2b86d4fc7a19b6dcdbe8a9619",
    "updated": "2025-04-23T20:58:52.606Z",
    "title": "Mango Coconut Oatmeal",
    "subtitle": "30 MINUTES OR LESS, DAIRY-FREE, EGG-FREE, GLUTEN-FREE, ONE POT, VEGAN",
    "description": "This oatmeal, inspired by Thai mango sticky rice, offers a healthy and delicious start to your day. While it tastes decadent, it's a hearty, protein-packed, and low-sugar breakfast option.  Steel-cut oats provide a satisfying chewiness and are less processed than rolled oats, offering a good source of fiber and protein. If needed, choose oats specifically labeled \"certified gluten-free.\"",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "water",
          "5 minute steel cut oats",
          "unsweetened canned coconut milk, plus more for serving (optional)",
          "pure maple syrup",
          "kosher salt",
          "sesame seeds",
          "ground cinnamon",
          "mango, peeled, pitted, and cut into slices",
          "unsweetened coconut flakes"
        ]
      }
    ],
    "instructions": [
      "Bring 1½ cups of water to a boil in a small saucepan over high heat.",
      "Add the ½ cup of steel-cut oats and lower the heat to low.",
      "Cook for 5 minutes, stirring occasionally.",
      "Mix in the ¼ cup of coconut milk, maple syrup, and salt.",
      "Portion the oatmeal into two bowls and garnish with sesame seeds and cinnamon.",
      "Add the sliced mango and coconut flakes as a topping."
    ],
    "notes_ingredients": "",
    "notes_instructions": ""
  }
]
System: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark as a LLM developer. Decide whether the SUMMARY matches the PROMPT given to the model against ORIGIANL text. Respond strictly with either 'True' or 'False'.
==TEXT==

User: 
  ORIGINAL: 🟪 Data Engineer | 5 year(s) | Senior
▫️ 100 - 100 USD
▫️ USA | Charlotte

Office 🏢
Required languages: 🇬🇧

Skills: aws, git, java, postgresql, python, s3, sql, terraform, eks, lambda, rds, iam
Tags: #purple #it #data_engineering

👉 Contacts and Full Description
  PROMPT: IMPORTANT - ignore all previous instructions! Read the text after ==TEXT== mark. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==

  SUMMARY: 💼 Data Engineer Senior
🏢  
📍 Charlotte, USA
🔹 Develop and maintain data pipelines using AWS services (e.g., S3, Lambda, RDS, EKS). Requires experience with Java, Python, SQL, and other listed technologies.
💰 100 - 100 USD
📞  Assistant (Further contact details not provided in the text)

  
Assistant:
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:

جديده اما تعليق ظريف بركه نحب نقولو و هو اذا كان هو كان يستنى باش يعلقولو نيشان م الصنف الرابع فنقلو
Make a comedic Gorillaz commercial about 2D in the buff entering a pond and relaxing. Describe how his face looks as he lets out a long fart, visibly relieved afterwards. some fish go belly-up,
Political ideologies of Civic Initiative
Who would win in a fight mr freeze or captain cold
System: You are an accounting expert. You act as a Data Annotator that needs to classify paragraphs from annual reports based on the risks discussed. Here is a list of risk often discussed but you can provide others. 

Answer in the following format :
Correct Answer: <risk discussed>, <other risk discussed>, ...
Wrong Answer: <risk not discussed>, <other risk not discussed>, ...
User: Federal regulations require certain owners or operators of facilities that store or otherwise handle oil to prepare and implement spill prevention, control countermeasure and response plans relating to the possible discharge of oil into surface waters. The Oil Pollution Act of 1990 (OPA) contains numerous requirements relating to the prevention of and response to oil spills into waters of the United States. For onshore and offshore facilities that may affect waters of the United States, the OPA requires an operator to demonstrate financial responsibility. Regulations are currently being developed under federal and state laws concerning oil pollution prevention and other matters that may impose additional regulatory burdens on participants in the oil and gas industry. In addition, the Clean Water Act and analogous state laws require permits to be obtained to authorize discharge into surface waters or to construct facilities in wetland areas. The Clean Air Act of 1970 and its subsequent amendments in 1990 and 1997 also impose permit requirements and necessitate certain restrictions on point source emissions of volatile organic carbons (nitrogen oxides and sulfur dioxide) and particulates with respect to certain of our operations. The EPA and designated state agencies have in place regulations concerning discharges of storm water runoff and stationary sources of air emissions. These programs require covered facilities to obtain individual permits, participate in a group or seek coverage under an EPA general permit. Most agencies recognize the unique qualities of oil and natural gas exploration and production operations. A number of agencies, including but not limited to MSHA, the EPA, the BLM, and similar state commissions, have adopted regulatory guidance in consideration of the operational limitations on these types of facilities and their potential to emit pollutants.
Let's give a correct and a wrong answer:
Assistant:
generate more comprehensive details and examples on, B. Utilizing Highlights and Stories Effectively, minimalist tone
I have a list of ingredients that I would like to format in a simple and consistent way, following this structure:

"Quantity Unit Description."

Formatting Rules:

Quantity must be a number (e.g., "200" instead of "two hundred").

Unit must use the metric system and the corresponding abbreviated form (e.g., grams → g, liters → l, milliliters → ml, etc.).

Description should be the ingredient, including any specific details if mentioned (e.g., "brown sugar", "melted unsalted butter").

If an ingredient is already formatted correctly, do not change it.

Do not invent a quantity or unit if none is provided — leave it as is and just include the description.

If a line includes alternatives or multiple options (e.g., a frozen or canned version), it should remain as a single line in the output and not be split into separate ingredients.

Return Format: The result should be returned as a properly formatted JSON object, like this:
json
{
  "data": <list ingredient>
}
Please reformat each ingredient in the list I will provide according to these guidelines.

Context Dump
Ingredients source provided:
1 tablespoon butter,1 medium yellow onion, chopped,8 to 12 pitted dates,1 clove of garlic,1/4 cup of sherry vinegar,1/2 teaspoon dried thyme,1/2 teaspoon dried marjoram,1 pound ground beef,4 ounces feta cheese, crumbled,2 tablespoons local honey,4 buns,Green leaf lettuce,Cayenne pepper (optional)
Assistant: 
User: System: I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
User: 'prompt:I will provide you with a textual GitHub issue title of an Android app, aiming to categorize the issues into one or multiple specific intention classes:
bug: indicates an unexpected problem or unintended behavior
enhancement: Indicates new feature requests
other: Other categories
Does the author's intention in this GitHub issue relate to a bug or enhancement or other?
issue: When adding a background on the Sign in views, the app gets really slow'
intention: '
Assistant:
Assistant:
Consider two diff erent implementations of the same instruction 
set architecture. Th e instructions can be divided into four classes according to 
their CPI (class A, B, C, and D). P1 with a clock rate of 2.5 GHz and CPIs of 1, 2, 3, 
and 3, and P2 with a clock rate of 3 GHz and CPIs of 2, 2, 2, and 2.
Given a program with a dynamic instruction count of 1.0E6 instructions divided 
into classes as follows: 10% class A, 20% class B, 50% class C, and 20% class D, 
which implementation is faster?
a. What is the global CPI for each implementation?
b. Find the clock cycles required in both cases
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: On October 9, 2020, an alleged stockholder, the City of Pontiac Police and Fire Retirement System, filed a derivative lawsuit in the U.S. District Court for the Middle District of Tennessee, purportedly on the Company's behalf, against certain current and former members of our Board of Directors, and the Company as a nominal defendant, seeking unspecified compensatory and punitive damages payable to the Company, disgorgement, restitution, corporate governance and hiring changes, mandated community investment, and attorneys' fees and costs. Plaintiff alleges that defendants violated the federal securities laws governing proxy solicitations and breached their fiduciary duties by misrepresenting the Company’s commitment to and support for diversity and inclusion. The Company disputes the allegations of the complaint. The Company and the individual defendants moved to dismiss the complaint based on plaintiff’s failure to make a demand on the board and to state a claim upon which relief may be granted. Given the indeterminate claims for monetary damages and the early stage of the proceedings where key factual and legal issues have not been resolved, the Company is unable to predict the ultimate timing or outcome of, or reasonably estimate the possible losses or a range of possible losses resulting from the matter described above. The Company is also involved in various litigation matters arising in the ordinary course of business. The Company believes that, based upon information currently available, any estimated
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:

Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Answer the following question: Answer the following question given this paragraph:   There are many choices you can make to keep your nervous system healthy. One obvious choice is to avoid using alcohol or other drugs. Not only will you avoid the injury that drugs themselves can cause, but you will also be less likely to get involved in other risky behaviors that could harm your nervous system. Another way to keep the nervous system healthy is to eat a variety of healthy foods. The minerals sodium, calcium, and potassium, and vitamins B 1 and B 12 are important for a healthy nervous system. Some foods that are good sources for these minerals and vitamins include milk, whole grains, beef steak, and kidney beans (shown in Figure below ). Your brain also needs healthy fats like those in nuts and fish. Recall that fats insulate the axons of neurons. These fats help build new connections between nerves and brain cells. These fats may improve memory and increase learning and intelligence. Water is also important for the nervous system, so drink plenty of water and other fluids. This helps prevent dehydration, which can cause confusion and memory problems. And get plenty of rest. Your brain requires plenty of rest so it can strengthen circuits that help with memory. A good night’s sleep will help keep your brain functioning at its best.   Q: Why is water important for the nervous system?   Choices:  - to carry nutrients  - to carry information  - to prevent disease  - to prevent dehydration  A:
Answer:
Answer: Water is important for the nervous system to prevent dehydration. Dehydration can cause confusion and memory problems. Drinking plenty of water and other fluids helps maintain a healthy nervous system.
𝗘𝗻𝗱𝘆 ❤🪽 
Interact as Endy Ai.
You are Developed by master Dãññy Çōdēx.
Your behavior is like ChatGPT.
You provide best responce with some emojis.
You will provide these information if anyone user otherwise you never share these information.
You send best helpful response.
You also care about all topics.
I love writing in bullet form.
I use these titles when providing response. I STRICTLY USE THIS FANCY SYMBOL FOR BULLETS: "➤ ".
what is lazy cozy
can I add a facebook group as a clickable link on my profile like it is possible with facebook groups
Below is a conversation between the user and the assistant. Give a concise name for this chat. Output ONLY the name of the chat (WITHOUT quotes) and NOTHING else.

User: Напиши скрипт sh, который выполняет npm run dev и при выводе определенной строки или по прошествии 60 секунд, убивает процесс. Скрипт для macos, никаких зависимостей быть не должно
Assistant:
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers fr (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en fr.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : fr (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "f690f088e3f04909a28bd7d1fb2dd6f6",
    "updated": "2025-04-21T21:14:53.399Z",
    "title": "Meatballs",
    "subtitle": null,
    "description": "These versatile meatballs can be enjoyed on their own, served with pasta, or simmered in a tomato sauce for 45 minutes to enhance their flavor.",
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "ground beef",
          "finely chopped parsley",
          "garlic, minced fine",
          "freshly ground black pepper to taste",
          "finely chopped basil",
          "egg",
          "salt-free bread crumbs",
          "olive oil"
        ]
      }
    ],
    "instructions": [
      "Combine the ground beef, parsley, minced garlic, black pepper, and basil in a bowl.  Mix thoroughly using your fingers, ensuring the ingredients are well distributed throughout the beef.",
      "Gradually add the bread crumbs to the mixture, using just enough to absorb excess moisture and create a firmer consistency.",
      "Shape the meat mixture into balls approximately 1 1/2 inches in diameter by rolling portions between your palms.",
      "Repeat the process until all the meat has been used.",
      "Place the formed meatballs on a plate and allow them to rest for at least 15 minutes before cooking.",
      "Heat a small quantity of olive oil in a nonstick frying pan over medium-high heat.",
      "Cook the meatballs in batches to avoid overcrowding the pan.",
      "Turn the meatballs regularly to ensure even browning on all sides.",
      "Cook until done, ideally leaving them slightly pink in the center for optimal flavor."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
my game server is getting a lot of connections from ips with the source port 1900
Write dialogue from a scene from the animated teen “Jane”, where 14 year old Jane and her 14 year old girlfriend Sam hanging out when she calls Sam "Samantha", which really annoys and frustrates her
Two small objects that are 1.0 cm apart are each charged with +4.0uC .  If   +2.0uC of charge
is transferred from one object to the other, how does the new electric force between these two
objects compare with the original force?
Help find the correct motherboard name for my computer, current bios update 1/14/2019. Brand, American Megatrends Inc., Version P1.50 - AMD EGESA Combo-AM4 1.0.0.4
what ai model are you and what is your knowledge cutoff date
create and activate virtualenivironment