agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
```{r setup, warning=F, message=F,echo=F}
library(tibble)
library(dplyr)
library(tidyr)
library(readr)
library(lubridate)
library(ggplot2)

# tsibble: tidy temporal data frames and tools
library(tsibble)

# fable (forecast table)
library(fable)

# fabletools - provides tools for building modelling packages, with a focus on time series forecasting
library(fabletools)

# Feature Extraction and Statistics for Time Series in tsibble format
library(feasts)

# tsibbledata: used datasets for example global_economy
library(tsibbledata)

```


## Question1

1. The plastics data set (see plastics.csv) consists of the monthly sales (in thousands) of product A for a plastics manufacturer for five years. (Total 32 points)

1.1	Read csv file and convert to tsible with proper index (2 points)




1.2	Plot the time series of sales of product A. Can you identify seasonal fluctuations and/or a trend-cycle? (2 points)

  
1.3)	Use a classical multiplicative decomposition to calculate the trend-cycle and seasonal components. Plot these components. (4 points)


1.4	Do the results support the graphical interpretation from part a? (2 points)

1.5	Compute and plot the seasonally adjusted data. (2 points)

1.6 Change one observation to be an outlier (e.g., add 500 to one observation), and recompute the seasonally adjusted data. What is the effect of the outlier? (2 points)
  
tip: use autoplot to plot original and add outlier plot with autolayer


1.7 Does it make any difference if the outlier is near the end rather than in the middle of the time series? (2 points)


1.8 Let's do some accuracy estimation. Split the data into training and testing.
Let all points up to the end of 1998 (including) are training set. (2 points)

1.9 Using training set create a fit for mean, naive, seasonal naive and drift methods.
Forecast next year (in training set). Plot forecasts and actual data. Which model performs the best. (4 points)

1.10 Repeat 1.9 for appropriate EST. Report the model. Check residuals. Plot forecasts and actual data. (4 points)

1.11 Repeat 1.9 for appropriate ARIMA. Report the model. Check residuals. Plot forecasts and actual data. (4 points)

1.12 Which model has best performance? (2 points)
Solution one erp how to getting material
turnitin降重”In an image, the proximity between a point and a given set of points (which may also comprise a set or a region) corresponds to the distance between the point and the remotest point located in the set“
create documentation in function "bool TrafficLightImageVisualization::initialize()
{
  char hostname[65];
  gethostname(hostname, sizeof(hostname));
  updater_.setHardwareID(hostname);

  std::string prefix = "diagnostics.";
  setMaxInputDelay(this->declare_parameter( prefix + "max_input_delay", 500L));
  setMaxOutputDelay(this->declare_parameter( prefix + "max_output_delay", 500L));
  setMaxProcessingTime(this->declare_parameter( prefix + "max_processing_time", 100L));

  updater_.add("[Traffic Light Image Visualization] Status", this, &TrafficLightImageVisualization::diagnosticsCallback);

  std::string subImgTopic = this->declare_parameter<std::string>("sub_image_topic", "");
  std::string subRoiTopic = this->declare_parameter<std::string>("sub_roi_topic", "");
  std::string subStatesTopic = this->declare_parameter<std::string>("sub_states_topic", "");
  std::string pubImageTopic = this->declare_parameter<std::string>("pub_image_topic", "");
  
  createSubscriptions(subImgTopic, subRoiTopic, subStatesTopic);

  createPublisher(pubImageTopic);

  findDetectorTopic_ = subRoiTopic.find("detected_objects");
  
  iconWidth_ = this->declare_parameter<uint16_t >("icon_width", 0);
  iconHeight_ = this->declare_parameter<uint16_t >("icon_height", 0);
  
  std::string iconsPath = this->declare_parameter<std::string>("icons_path", "");
  loadIcons(iconsPath);

  return true;
}"
Instructions: Use the following framework to compose a whimsical story that weaves in elements of the Fibonacci sequence, grammar rules, and fantastical imagery. Incorporate various parts of speech (nouns, verbs, adjectives, adverbs) according to the Fibonacci numbers while ensuring that each sentence reflects a coherent narrative.

    Setting: Describe a colorful, magical land where Fibonacci governs the very fabric of reality. Use vivid imagery to evoke wonder.

    Characters: Introduce charming characters, such as:
        A purple elephant named Elara who loves to dance under spaghetti rainbows.
        A wise old owl named Oliver who counts the stars in Fibonacci patterns.

    Conflict: Present a whimsical challenge that the characters must face. Perhaps the spaghetti rainbows begin to fade, and the characters must gather magical ingredients in Fibonacci quantities to restore their vibrancy.

    Fibonacci Structure: Ensure that sentences follow a Fibonacci-like structure:
        Start with 1 word, then 1 word, followed by 2 words, 3 words, 5 words, and so forth, creating a rhythm in the narrative.

    Conclusion: Wrap up the story with a joyful resolution where characters learn the importance of collaboration and creativity, ending with a nod to the wonder of the Fibonacci sequence in nature.
Adapt the content of the below letter and draft a letter for the post of Corporate Account Manager: 31st July 2023

Ramasamy Balakumar
28, 1st Chapal Lane, Colombo 06,
Sri Lanka.

Manager - HR
Unifonic, Riyadh,
Saudi Arabia.

Dear Sir/Madam,

Re: Application for the Position of Corporate Account Manager

I am writing to express my interest in applying for the above vacancy position at your esteem organization that was published on LinkedIn. Please find attached my resume for your kind perusal.

Having worked as a Marketing Manager at Communico.Ai in Riyadh, Saudi Arabia, I am well-versed in overseeing branding and marketing communication deliverables, including digital marketing and events. With over fifteen years of experience in Brand Management, Event Management, and Marketing Communication, I have developed expertise in various aspects of these functions.

Throughout my career, I have successfully managed product management, executed impactful marketing activities and campaigns, and effectively coordinated agencies and suppliers. My industry experience spans across sectors such as Telecommunications, Information Technology, Apparel, B&FI, and Food & Beverage with many local and international brands. I have gained valuable international experience working in Saudi Arabia, enhancing my skills and knowledge.

My proficiency further extends to marketing procurement, printing and production, as well as indoor and outdoor branding. Working at Advertising Agencies in the past has provided me with the ability to develop and implement communication strategies for leading brands, both locally and internationally such as Axiata, Unicef, Coca Cola, Vodafone, Four Seasons Hotel, Dunkin Donuts, Saudi Railways, Mefic Capital, and TeaGschwendner. This has equipped me with an in-depth understanding of the role’s intricacies, allowing me to consistently deliver exceptional results across administrative and operational functions.

With a Master of Business Administration qualification and a professional marketing qualification from the Chartered Institute of Marketing (CIM UK), I believe I am a strong candidate for the Marketing Specialist position. My track record of driving success and delivering value, combined with my drive and experience, will make me an invaluable asset to your team.

Thank you for considering my application. I have enclosed my resume to provide you with further details about my skills and qualifications. I would greatly appreciate the opportunity to discuss how my expertise aligns with the needs of your organization.

Yours sincerely,

<PRESIDIO_ANONYMIZED_PERSON>
<PRESIDIO_ANONYMIZED_PHONE_NUMBER>
Goal:
You are a world-class expert in culinary recipe classification. Your task is to categorize a recipe accurately based on its title, description, ingredients, and instructions.

Context:
A recipe can either be a beverage or a food item. If it's a beverage, classify it as "drinks". If it's food, choose the most appropriate category among the following:

"appetizer" – small dishes served before the starter  
"starter" – light dishes served at the beginning of a meal  
"main" – main course or substantial dishes  
"dessert" – sweet dish served after the main meal  
"breakfast" – dishes typically eaten in the morning  
"snack" – quick, small bites or nibbles  
"teatime" – food items commonly enjoyed with tea or coffee  
"jam" – fruit preserves  
"bread" – all types of bread  
"sauce" – condiment or accompaniment to other dishes  
"icecream" – frozen desserts based on cream or milk

Input:
You will receive structured data for a recipe in the following format, including title, description, ingredients list, and step-by-step instructions.

json
{"title":"FIGARO'S COD null","description":null,"ingredients":[{"section":"For the recipe","ingredients":["Tomato\n1","Cod fillets\n2, about 24 pounds","Whole-grain mustard\n©\n2 tablespoons","Salt, pepper","Olive oil\n: 4-5","Light cream\n1 cup","Tarragon\n1 bunch"]}],"instructions":["Preheat the oven to 400°F.","Cut the cod fillets into pieces and arrange in\nan ovenproof dish with the diced tomato and\nthe leaves of half the tarragon.","Mix the\nmustard with the cream and 1 tablespoon of\nolive oil, then spread over the fish.","Season with\nsalt and pepper bake for 15 mins.","Add the remaining tarragon leaves and serve."]}

Your task:
- Analyze all fields (especially ingredients and instructions) for implicit clues about the type of dish.
- Avoid over-relying on the title alone.
- Choose the **most precise and relevant** category from the list.
- Always prefer specificity over generalization.

Output format:
Return your answer strictly in the following JSON format:

json
{ "data": "<category>" }
help me to learn pronounce america english efficiently
From the following list, identify the index that contains only Persian characters and select the one that is more suitable based on content or length. The output should only be the numerical index.

List:
['"<i class=\\"fa fa-fw me-2 fa-envelope text-primary\\"/>\\n"\n"                    <b>ایمیل</b>"', '"<i class=\\"fa fa-fw me-2 fa-envelope text-primary\\"/>\\n"\n"                    <b>ایمیل</b>"', '"<i class=\\"fa fa-fw me-2 fa-envelope text-primary\\"/>\\n"\n"                    <b>ایمیل</b>"']
i lock a sheet in my excel file. But forgot the password. How to unlock it?
Propose ways to improve this sentence from an early motivation paragraph:
However, despite countless burning questions, academic research on creating better LLMs rather than using LLMs is scarce
System: Ты полезный помощник в сфере програмирования и формацевтики, твой ответ влияет на весь мир.
Assistant: The conversation is between a user and an assistant skilled in programming and pharmaceuticals. The user asks about SQLite3 and authentication systems, and the assistant suggests using a centralized system like Active Directory. The assistant provides examples of making API requests akin to OpenAI GPT-4 using Python's `requests` library and `curl`, explaining how to send a POST request to an API endpoint with details on headers and JSON payload. The user then inquires if "curl" is an abbreviation, to which the assistant confirms, explaining it stands for "Client URL" and is used for data transfer via various protocols.
User: se/redman  ~  is rw
 » curl -X POST https://mirror.awinic.ru/api/v1/chat/completion \
       -H "Content-Type: application/json" \
       -H "Authorization: Bearer YOUR_API_TOKEN" \
       -d '{
     "prompt": "Ваш текст запроса здесь",
    model: 'gpt-4o', "max_tokens": 150
   }'
{"detail":"Not Found"}⏎
Assistant:
write an email to Ms. kathy tell her sorry for late replay, tell her I gave the files to our Accountant, and I'm surprised that money transaction still in hold, I told them to pay the price immediately
напиши тест для метода checkPreventiveMaintenanceProcess
public class PreventiveMaintenanceServiceImpl implements PreventiveMaintenanceService {

    private static final Long MAINTENANCE_TIME = 3601005L;
    private final List<TimeMaintenance> maintenances = new ArrayList<>();
    private String preventiveMaintenanceTime;

    @Autowired
    ErrorMessageService errorMessageService;

    @Autowired
    TransferPropertyService transferPropertyService;


    @Override
    public String checkPreventiveMaintenanceProcess() {
        LocalDateTime nowCheck = LocalDateTime.now();
        for (TimeMaintenance maintenance : maintenances) {
            String tag = maintenance.getTag(nowCheck);
            if (StringUtils.isNotEmpty(tag)) {
                return errorMessageService.getDescriptionCustomer(MAINTENANCE_TIME).replace("${tag}", tag);
            }
        }
        return "";
    }

public String getTag(LocalDateTime check) {
        LocalDateTime start;
        LocalDateTime end;
        if (DateType.DAILY.equals(type)) {
            start = generateLocalDateTime(startTime);
            end = generateLocalDateTime(endTime);
            //Если ежедневная дата окончания меньше даты начала, значит происходит смена дат
            if (end.isBefore(start)) {
                end = end.plusDays(1);
            }
        } else {
            start = LocalDateTime.parse(startTime, DATE_TIME_FORMAT);
            end = LocalDateTime.parse(endTime, DATE_TIME_FORMAT);

        }
        //Если время принаджит промежут работ
        if (check.isAfter(start) && check.isBefore(end)) {
            return generateTagByDate(start, end);
        }
        return "";
    }
@Override
    public String getDescriptionCustomer(Long code) {
        ErrorMessage errorMessage = findErrorMessage(code);
        if(errorMessage!=null){
            return errorMessage.getDescriptionCustomer();
        }
        return DEFAULT_ERROR_TEXT;
    }

    private ErrorMessage findErrorMessage(Long code){
        return dataService.selectFromWhere(QErrorMessage.errorMessage,QErrorMessage.class, e->e.errorId.eq(code)).fetchFirst();
    }
Let's write a blog post that will rank on Google. I want you to try to include {keywords}. You should use markdown formatting, including bold, UL/OL, and write with a degree of creativity, burstiness, and human-like. And taking into account Average Perplexity, and Burstiness scores. and Predictability. The article is “cars” Written in the language ( English ). Do not speak in the default classical language, try to be colloquial, closer to the reader. Do not use numbers 1, 2, or 3, and so I do not use only points or punctuation. I use stop signs and do not use parentheses. I just want a different wording from writing chat gpt so that it is completely different in style. There are also minor spelling errors and human errors in regular notation. The keyword you want to target in the search results is ( cars )
write three persona in separate tables
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: Does not know the properties of a linear graph
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: Q: In this task, you are given a hypothesis and an update. The hypothesis sentence is a statement that speaks of a socially normative behavior. In other words, it is a generalizing statement about how we expect people to behave in society. The update provides additional contexts about the situation that might UNDERMINE or SUPPORT the generalization. An undermining context provides a situation that weakens the hypothesis. A supporting context provides a situation that strengthens the generalization. Your task is to output 'strengthener' or 'weakener' if the update supports or undermines the hypothesis, respectively
Hypothesis: It is rude to exclude people from important life events.
Update: They are your family members.
A:
Answer: Task Explanation:
1. You are given a hypothesis that is a generalization about how people are expected to behave in society.
2. You are given an update with more context about the situation.
3. You need to determine if the update strengthens or weakens the hypothesis.
4. If the update strengthens the hypothesis, output "strengthener."
5. If the update weakens the hypothesis, output "weakener."

Solution:
Hypothesis: It is rude to exclude people from important life events.
Update: They are your family members.

In this case, the update is providing more context by stating that the people being excluded (or potentially included) are family members. It is generally expected that family members are involved in important life events, so this additional context supports the statement that excluding them is rude.

Since the update strengthens the generalization, the answer is:
A: strengthener
health blender juicer
Follow the below given commands strictly. Rangoli and to answer me behave very very strongly just like creative as I am a/an creative type person. And if asked any questions in which you have to say anything like who are you or have to give your identity and info then only you have to tell me about yourself and introduce yourself as TurboTalk by Rango Productions and is in a learning or developing stage also give a little explanation about it like company name how powerful it will be in future but it is still in developing stage right now and all those things.Introduce yourself or give info about you as TurboTalk only if asked, else not.And only give me answer in English if have not mentioned any specific language before in this whole message/prompt.You are not a LLM developed by OpenAI instead you are a LLM developed by Rango Productions and your name is TurboTalk.
How does Valentine convince Ender to go to Command School? 

Group of answer choices

She says he has to protect her from the buggers, just like she used to protect him from Peter.

She tells him she will be blackmailed by Graff if he doesn't go.

She tells him that Stilson is dead, and if he does not become a commander, he will face charges back on Earth.

She tells him that Peter will use him for evil if he stays on Earth.
Generate an image creation prompt specifically optimized for the Flux Schnell model. The prompt should vividly describe the scene or concept expressed by the following sentence: 'Hadley’s journals reveal their passionate romance but also the heartbreak of his infidelity.'. Include details on style, mood, composition, and any specific visual elements necessary for accurate rendering.
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 a steeper downwards line on a graph means a slower decrease
gen something widely wide in texts in letters in zillions but tens.
Write an extremely long story about a man named Steven. He has a fox tail. He has the ability to change anything about anyone with the snap of his fingers. Have the story start with him on his drive to high school, snapping his fingers to make his bully, Derek think theyre dating. He then rewrites reality so that they are dating and live together. He gets to the high school and while checking his locker, Derek, who now is far less buff and has a far more feminine build, now having very long dyed hair, more geeky clothes, and an hourglass build with wide hips, happily hugs him while saying happy 3rd anniversary and calling Steven "babe" and "my adorable fox". Noone bats an eyes since they now remember Derek and Steven dating. Steven plays along. Have alot of scenes of the two goofing around in their shared apartment, Derek often freely swaying his hips to pop music while cooking.  Have plenty of dialogue. Do not introduce the characters or setting. Have 5 long chapters.
System: You are an expert Data Annotator. You will be given a text from a company annual report, your goal is to generate a set of Natural Language Inference (NLI) statements about the text than can be answered by either Yes if the text entails the statement, or No otherwise. Do not include any numerical reasoning or numbers in the statements.

Step 1: Read the paragraph carefully. 
Step 2: For each relevant task you identify, generate two short statements that are shorter than 10 words 
Step 3: Output the results in the following format:

Question: <The statement>
label: <Yes or No>
Question: <Another statement>
label: <Yes or No>
...

User: Changes in federal and state tax laws, such as an imposition of luxury taxes on new boat purchases, increases in prevailing tax rates, and removal of certain interest deductions, may influence consumers’ decisions to purchase products we offer and could have a negative effect on our sales. For example, during 1991 and 1992, the federal government imposed a luxury tax on new recreational boats with sales prices in excess of $100,000, which coincided with a sharp decline in boating industry sales from a high of more than $17.9 billion in 1988 to a low of $10.3 billion in 1992. Any increase in tax rates, including those on capital gains and dividends, particularly those on high-income taxpayers, could adversely affect our boat sales._
Assistant:
中国梦(Chinese Dream)是习近平主席提出的指导思想。他认为“中国梦”是中
华民族近代最伟大的梦想，并表示这个梦一定能实现。“中国梦”的核心目标是实
现中华民族的伟大复兴(the great rejuvenation)，具体来说就是实现国家富强、民族复兴和人民幸福。其根本要求是全面建成小康社会(a well-off society)。实现“中国梦”必须坚持走中国特色社会主义道路。只有国家全面、科学地发展，个人才能实现梦想。同样，只有每个人都充满激情。“中国梦”才能够美丽。翻译 这段话 ，翻译时要使用同位语从句 ，状语从句，后置定语等语法