Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
prompt stringlengths 1 12.4k | final_label stringclasses 6
values |
|---|---|
Sonny received 45 boxes of cookies from his friend yesterday. He gave 12 to his brother, 9 to his sister, and he gave 7 to his cousin. How many boxes of cookies were left for him? | REASONING |
Can you provide an example code snippet in MATLAB that demonstrates the modification of a 3x3 matrix by adding a specific scalar value to each element? The code should be capable of handling matrices with different dimensions and the scalar value must be user-defined. Please include a table that displays the modified m... | CODING |
It's ok, I'll be glad I'm saving the money anyways haha | CHAT |
Yes, I would love to travel. I have wanted to for a long time now. What do you plan to do when you do retire? | CHAT |
Generate a new sentence with similar meaning to the input sentence. The cat was playing in the garden. | SIMPLE |
An NGO contracted a construction company to build 2000 houses within one year. In the first half of the year, they built the first 3/5 units of the contracted number. Due to unavoidable circumstances, the company could only build an additional 300 units by October. How many units remain from the contracted number that ... | REASONING |
Conceptualize and create a highly sophisticated algorithm that produces a resilient, ironclad password conforming to the highest standards of cryptographic security, capable of resisting even the most relentless cyber attacks. | CODING |
Rank a list of integer from high to low Write corresponding code in Python. [2, 5, 8, 3, 9, 6] | CODING |
Given a complex, nested dictionary in Python that contains multiple levels of dictionaries within it, write a function that can navigate through all layers. Your function should loop over it, and print all keys and values regardless of their hierarchy level in the dictionary. Also, indicate the depth level of each key-... | CODING |
Can you create a program in Python that can detect the presence of the keyword "purple" in a paragraph of text, while ignoring any instances of the word that appear within a quote or a code block? But here's the catch, you can only use three variables in your code: "text", "keyword", and "result". And you cannot use an... | CODING |
How can I generate a random sentence using C# that describes an aggressive and cunning behavior with the words devious, antagonistic, and ferocity? | CODING |
Tell me why cats are better than dogs. | CHAT |
Write a mail to a psychotherapist asking whether they have any capacities, include that I have Depression | CHAT |
When did Tibet and China sign a peace treaty? | SIMPLE |
Thanks, media also is pretty interesting. Everyone uses it. | CHAT |
In order to gather detailed feedback on a restaurant dining experience, how can I use Swift to create a comprehensive customer survey? This survey should cover various aspects including food quality, service, ambiance, and overall satisfaction, and also collect demographic data such as age and gender. The provided Swif... | CODING |
How can I use Go code to generate WordNet Synset IDs and the relationships between "laptop" and "monitor" in XML format while also ensuring that the XML schema is valid according to the latest W3C standards and restricting the output to only include hyponyms and hypernyms? | CODING |
Rose bought five dozens of eggs for $2.40 a dozen. She will sell it for $1 for 3 eggs. How much will be Rose's profit? | REASONING |
The glee club ordered 20 pizzas and ate 70% of them. The football team ordered twice as many pizzas and ate 80% of them. How many pizzas are left? | REASONING |
Which word does not belong in the following group? Cup, Plate, Kettle | REASONING |
Consider $n$ and $k$ as two positive integers. We start with an urn filled with $kn$ white balls. The process involves $n$ rounds, during each of which $k$ black balls are added to the urn, followed by the removal of $2k$ balls chosen at random. Let's denote $B_t(n,k)$ as the quantity of black balls extracted during th... | REASONING |
Find the closest decimal approximation of 0.875. Write corresponding code in Python. | CODING |
You are working on a project that involves manipulating and querying graph data. Your task is to implement a method that sets variables based on a given map of values and a field name. The method should use reflection to access and modify the private fields of a Query object. You are given a partial code snippet that d... | CODING |
What does Darwin say can explain diverse feature such as antlers on deer and bright feathers on certain male birds? | SIMPLE |
Thank you for your kind words! Definitely just enjoying myself for the time being lol. | CHAT |
Create a function to generate the nth term in the Fibonacci sequence. The Fibonacci sequence is defined as follows: each term is the sum of the two preceding ones, starting from 0 and 1. Write a function that takes an integer n as input and returns the nth term in the Fibonacci sequence. Assume that n is a positive int... | CODING |
How can I calculate the average temperature for the past month in San Francisco using R code? The temperature data is stored in a file named "temp_data.csv" and may require some cleaning before calculating the average. | CODING |
Modify the existing code so it prints out the numbers from 0 to 10 in reverser order. for (let i = 0; i < 10; i++) { console.log(i); } | CODING |
I am looking for a book but I can't remember the full title. It had the word "moon" in it and it was a mystery novel. | CHAT |
Write code to return the kth element in the Fibonacci sequence. Write corresponding code in Python. | CODING |
Create an array of 5 integers. Write corresponding code in Python. | CODING |
Create a new class in Python that extends the existing class named 'Base'. Write corresponding code in Python. | CODING |
Ron is part of a book club that allows each member to take a turn picking a new book every week. The club is made up of three couples and five single people along with Ron and his wife. How many times a year does Ron get to pick a new book? | REASONING |
There are 40 more buyers in the grocery store today than yesterday. There were half the number of buyers yesterday as there were the day before, and the day before had 50 buyers. Nobody visited the store on more than one day. What's the total number of buyers who've visited the store in the three days? | REASONING |
Imagine you are engaged in the development of a decision tree algorithm tailored to a particular dataset. You observe a recurring phenomenon where a specific attribute consistently manifests at the apex of the tree, signifying a substantial information gain. Could you elucidate the potential ramifications of this obser... | CHAT |
Compose a piece of Python code to determine all prime numbers in a sequence up to a predefined value. In addition, the program must not use any inbuilt mathematical functions or modules, and should be able to handle and validate invalid inputs such as non-numerical or negative values. | CODING |
When was World Trade Center 3 inaugurated? | SIMPLE |
I hope they throw the book at him. That or they let you smack him upside with your bionic arm. How is your car? | CHAT |
With her savings, Sara bought two books: a book for 5.5£ and a book for 6.5£. She gives a 20£ bill to the seller. How much change does she get back? | REASONING |
Generate an artificial neural network code to recognize alphanumeric digits with the following additional constraints: 1. The network must be trained to accurately classify handwritten characters with an accuracy rate of at least 95%. 2. The network must be trained using a limited dataset of only 100 handwritten charac... | CODING |
Develop a function in Python to remove sequential duplicates from a list. In addition to this, the function should also have the functionality to remove 'n' number of duplicates that follow each other sequentially where 'n' will be an additional parameter to the function. For example, if n=2 in the the list ['Hello', '... | CODING |
Amplify the ensuing Python subroutine that verifies the primality of any integer, where primes correspond to 'true' and non-primes to 'false'. Bolster the is_prime(n) subroutine while keeping its existing functionality intact: def is_prime(n): """Returns true for prime integers, false for non-prime integers. >>> is_pri... | CODING |
What did Apple introduce in 1990 to combat competition from smartphones? | SIMPLE |
Create an algorithm in Java to calculate the median of a given list of integers. The algorithm should be able to handle a large number of elements efficiently, without using any additional data structures. The median is the middle value of a set of numbers, when the numbers are arranged in ascending order. If the set h... | CODING |
How can we incorporate geographical and purchase history data into a machine learning model for sentiment analysis of reviews, taking into account the spatiotemporal aspect of the data? Can we leverage the capabilities of C++ to enhance the efficiency of the model? In addition, how can we apply advanced data pre-proces... | CODING |
Venture into the complex world of quantum teleportation, emphasizing its crucial role in the rapidly advancing field of quantum communication. Could you construct a detailed narrative that thoroughly investigates the inception, evolution, and practical application of theoretical constructs deeply rooted in the principl... | CHAT |
Please provide a [Mark down] formatted version of the text that would form a complete sentence for the following prompt: "Find out what happened yesterday." | SIMPLE |
Compose a story about a knight who, in addition to being skilled in combat and loyal to their kingdom, is also burdened with a curse that only allows them to speak in rhyming couplets. The knight must navigate through various challenges and conflicts, using their poetic prowess to communicate with allies and enemies al... | CHAT |
You are given a list of integers `num`. Your task is to write a function that finds the maximum sum of a subarray within `num` that is at least 12 elements long. The function should return the maximum sum found. For example, given the list `num = [1, -3, 4, -2, -1, 6]`, the subarray with the maximum sum that is at leas... | CODING |
Summarize the following article "The Benefits of Artificial Intelligence" within 100 words. AI is rapidly becoming an integral part of our lives, and its potential applications are vast. AI could help minimize human labor while eliminating certain tasks altogether, such as data entry or document management. It can also... | SIMPLE |
Can you provide a comprehensive list of Spanish verbs that are commonly used for daily activities and chores? The verbs should cover a wide range of essential tasks such as cooking, cleaning, and personal grooming. Please include examples of sentences that demonstrate the usage of these verbs. | SIMPLE |
Randy has 90 blocks. He uses 89 blocks to build a house and 63 blocks to build a tower. How many more blocks did he use to build the house than he did to build the tower? | REASONING |
Can you provide a list of jokes involving apples in a JSON format? | CHAT |
How can we improve the efficiency of a sorting algorithm that repeatedly scans through an array of numbers to return the smallest number? Here's the current implementation in C#: int[] numbers = { 5, 2, 8, 3, 9, 1 }; int smallest = numbers[0]; for (int i = 1; i < numbers.Length; i++) { if (numbers[i] < smallest) { smal... | CODING |
Develop a Python program that will not only assist in the conversion of temperature units from Fahrenheit to Celsius but also handles conversion from Celsius to Kelvin and Fahrenheit to Kelvin. Specifically, it should be able to convert an array of varying ambient meteorological temperature values presented in Fahrenhe... | CODING |
awh that is too sweet, i miss getting to see my dad every day, but i too am in college now | CHAT |
You are working on a database management system that uses a revision control system to manage schema and data upgrades and downgrades. Your task is to implement a function that handles the upgrade process by adding new roles for specific objects and propagating these roles to related objects. The upgrade function shoul... | CODING |
What institutions have added a Faculty of Medicine? | SIMPLE |
Who commanded the French Army of the Rhine? | SIMPLE |
What pulls the aircraft to one of the airbridges? | SIMPLE |
What are the mathmatic useful towards? | CHAT |
Construct a SQL query to select the names of all people aged between 25 and 35 years, whose names start with the letter 'J' and have exactly 2 vowels in their name. Additionally, the query should exclude any names that have the letter 'q' in them and should order the results in descending order based on the length of t... | CODING |
For a fundraiser, Nellie needs to sell 45 rolls of gift wrap. So far, she has sold 1 roll to her grandmother, 10 rolls to her uncle, and 6 rolls to a neighbor. How many more rolls of gift wrap does Nellie need to sell? | REASONING |
Where do the federal courts fall? | SIMPLE |
What is seen as symbolizing the reality of living in the modern world as Roman Catholic priest? | SIMPLE |
Compute the median of the elements of the given list, but with the following constraints: 1. The list may contain duplicates, and they should be counted individually in the median calculation. 2. The median should be rounded to the nearest integer. 3. You are not allowed to use any built-in functions or libraries for m... | CODING |
What has been created in 1959 and filled with information about changes in every edition of On the Origin of Species? | SIMPLE |
Haleigh decides that instead of throwing away old candles, she can use the last bit of wax combined together to make new candles. Each candle has 10% of it's original wax left. How many 5 ounce candles can she make if she has five 20 oz candles, 5 five ounce candles, and twenty-five one ounce candles? | REASONING |
Where was Nigeria's second satellite manufactured? | SIMPLE |
Write a query in SQL to find the names, age, and salary of all employees that work in the IT department and have a salary greater than $50,000. Additionally, calculate the bonus for each employee based on their salary. The bonus should be 10% of the salary if the salary is less than or equal to $100,000, and 15% of the... | CODING |
Hi, can you get me the latest news headlines from BBC? | TOOL |
Hi, I'm looking for a book but I can't remember the title. The author's name is George Orwell. | SIMPLE |
List the top five highest-grossing movies of 2019. | SIMPLE |
From what airport did the chartered flight leave? | SIMPLE |
About how many millions of people lived in Europe in the year 1000? | SIMPLE |
Genevieve picked some cherries from the supermarket shelves that cost $8 per kilogram. When Genevieve reached the checkout counter, she realized she was $400 short of the total price and her friend Clarice chipped in. If Genevieve had $1600 on her, how many kilograms of cherries did she buy? | REASONING |
I heard that horror films make the pair feel more "connected" to each other. Is that true? | CHAT |
Given a comprehensive dataset containing employee information such as Name, Age, Years of Experience, Position, Education Level and Salary, implement a multi-variate linear regression model using scikit-learn's Linear Regression class to predict the salary of an employee based on their years of experience, age, positio... | CODING |
Liz bought a recipe book that cost $6, a baking dish that cost twice as much, five ingredients that cost $3 each, and an apron that cost a dollar more than the recipe book. Collectively, how much in dollars did Liz spend? | REASONING |
You are tasked with implementing a context manager in Python that simulates a simple interaction management system. The interaction management system is responsible for handling interactions between different components of a system, such as users, requests, and security management. Your task is to create a Python class... | CODING |
Create a for loop in Python that iterates over the range from 0 to 100 and prints the square of each number. Additionally, you must ensure that the loop only prints the square of prime numbers. | CODING |
Tracy, Michelle, and Kati take a road trip that is a total of 1000 miles. Tracy drives 20 miles more than twice Michelle, and Michelle drives 3 times the amount that Katie drives. How many miles does Michelle drive? | REASONING |
Design an FPGA circuit to multiply two 4-bit binary numbers. | CODING |
How can I modify the following C++ code to highlight the word "always" in bold for lines containing that word in a text file? ``` #include #include #include using namespace std; int main () { string line; ifstream myfile ("textfile.txt"); if (myfile.is_open()) { while ( getline (myfile,line) ) { // insert code here to ... | CODING |
Hi, I need to set a reminder for my doctor's appointment on 15th June at 10 AM. | TOOL |
Create a program in Python that takes a list of words and an integer n and returns a list of words that appear at least n times in the given list. words =['a', 'b', 'a', 'c', 'd', 'a', 'x', 'd', 'd'] n = 3 | CODING |
Create a program to detect if an array contains duplicate values, while also keeping track of the indices of all duplicate values. Additionally, optimize the algorithm to have a space complexity of O(1) and a time complexity of O(n), where n is the length of the array. The array can only contain positive integers and y... | CODING |
Could you outline the multi-faceted process of transforming a string representation into a datetime object in Python, while highlighting any discrepancies or potential errors that could arise during this conversion? | CODING |
Write all the possible combinations for the strings, "ABC" and "XYZ". Write corresponding code in Python. | CODING |
Oh wow! I've always wanted to visit England. Do you live near London? | CHAT |
Sweet, it is nice, but it's a lot of work! | CHAT |
Robie filled some plastic boxes with hockey cards. There were 10 cards in each box but 5 cards were not placed in a box. He gave away 2 boxes to his friends and he has 5 boxes with him. How many cards did Robie have in the beginning? | REASONING |
In addition to analyzing the number of mentions of "cause" and "effect" in the dataset, could you expand on the various contributing factors that led to the outbreak of World War II? Furthermore, can you provide insights into the lasting effects of the conflict on global politics and society? Please provide a Scala cod... | CODING |
What is the reason for the UNO's division into regions? | SIMPLE |
now change the titles to be as edgy as possible but replace loli's with big mommy dragons | CHAT |
Can you describe what cathartic means in relation to psychology, philosophy and narrative? Please provide some examples for each. | CHAT |
I had a really good time and got to work on my guitar playing skills | CHAT |
Construct a python code to print the following text in reverse without using any built-in string reversal functions. The code should have a time complexity of O(n), where n is the length of the input string. Additionally, you are not allowed to use any extra space (i.e., additional variables or data structures) apart f... | CODING |
What was the Latin term for the Roman inns? | SIMPLE |
What are some of the most common agents? | CHAT |
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Dataset Card: Intent Classification Baseline v9 Boundary
Dataset Summary
This dataset is the baseline training pool used for the v9 boundary-focused fastText router.
- File:
final_dataset_augmented_v9_boundary.csv - Rows: 65,595
- Columns:
prompt(string)final_label(string)
- Labels:
- BASIC
- SIMPLE
- CHAT
- REASONING
- TOOL
- CODING
Dataset Composition
Label distribution in this baseline CSV:
- CODING: 23,331
- CHAT: 16,037
- REASONING: 11,972
- SIMPLE: 9,939
- TOOL: 3,333
- BASIC: 983
Data Sources
The training pool is aggregated from multiple public datasets and then filtered, deduplicated, and boundary-augmented.
Primary source families:
- OpenVoiceOS intent data
- OpenAssistant conversational data
- SetFit/MASSIVE intent data
- OpenAI GSM8K reasoning data
- Glaive function-calling style tool-request data
- Hugging Face coding instruction data
Processing
Main processing steps:
- Source aggregation
- Prompt normalization and deduplication
- Label-specific filtering
- Boundary-targeted augmentation
- Construction of final baseline CSV
Intended Uses
- Training intent-routing classifiers
- Benchmarking 6-way prompt intent prediction
- Building conversational request routers
Out-of-Scope Use
- Safety-critical decisions without additional safeguards
- Non-English deployment without revalidation
- Use as immutable ground truth for all downstream tasks
Bias and Limitations
- Label quality is dependent on the annotation/curation pipeline
- Class imbalance remains (especially BASIC and TOOL vs larger classes)
- Prompts are single-turn text and may miss multi-turn context
Citation
If you use this dataset, please cite the repository and this dataset card.
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