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Table: ( amounts in millions ) | 2012 | 2011 cash and cash equivalents | $ 214.5 | $ 185.6 trade and other accounts receivable 2013 net | 497.9 | 463.5 finance receivables 2013 net | 323.1 | 277.2 contract receivables 2013 net | 62.7 | 49.7 inventories 2013 net | 404.2 | 386.4 other current assets | 166.6 | 168.3 total...
Program: divide(132.9, 946.9) Answer: 14.0%
You are a financial data analyst. Your task is to calculate the percentage change in working capital for the year 2012 relative to 2011, based strictly on the provided financial data and text. **Instructions:** 1. **Extract Data**: Identify the 'Working Capital' values for 2012 and 2011 from the table below. 2. **Calc...
Based on the provided financial data, the working capital values are: * **2012:** $1,079.8 million * **2011:** $946.9 million Using the formula ((2012 Value - 2011 Value) / 2011 Value) * 100: ((1,079.8 - 946.9) / 946.9) * 100 = (132.9 / 946.9) * 100 = 14.0351...% Rounded to two decimal places, the percentage ch...
Let me extract the working capital values from the table. I can see the row labeled "working capital" with values for 2012 and 2011. 2012: $1,079.8 million 2011: $946.9 million The text also confirms this: "working capital (current assets less current liabilities) of $1079.8 million increased $132.9 million from $946...
14.0%
what is the percentage change in working capital in 2012 relative to 2011? 14.0%
finqa:SNA/2012
finqa-SNA/2012/page_54.pdf-1-76018615
MIT
{ "exe_ans": 0.14035, "filing": "SNA/2012/page_54.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a corporate-business domain. You are a senior corporate financial analyst with 15 years of experience in SEC reporting and liquidity management for Fortune 500 industrial firms. Based in Chicago, you specialize in dissecting balance sheets to calculate working capital ...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Table: | 2012 | 2011 | 2010 income from cash and cash investments | $ 6 | $ 8 | $ 6 other interest income | 1 | 1 | 1 income from financial investments net ( note e ) | 24 | 73 | 9 other items net | -4 ( 4 ) | -5 ( 5 ) | -9 ( 9 ) total other net | $ 27 | $ 77 | $ 7 masco corporation notes to consolidated financial sta...
Program: subtract(73, 9) Answer: 64
You are a financial data analyst. Your task is to extract specific values from the provided financial text and table, then perform a calculation to answer the user's question. ### Instructions 1. **Analyze the Data**: Review the table and the accompanying notes provided below. 2. **Locate Values**: Identify the value ...
Based on the provided financial table: * **Income from financial investments net (2011):** $73 million * **Income from financial investments net (2010):** $9 million **Calculation:** $73 million - $9 million = $64 million The difference in income from financial investments net from 2010 to 2011 was **$64 million...
Alright, let me work through this step by step. First, I need to understand what's being asked. The question is asking for the difference in "income from financial investments net" from 2010 to 2011, in millions of dollars. Let me locate the relevant data in the table. The table has three columns: 2012, 2011, and 201...
64
what was the difference in income from financial investments net in millions from 2010 to 2011? 64
finqa:MAS/2012
finqa-MAS/2012/page_86.pdf-4-43917072
MIT
{ "exe_ans": 64, "filing": "MAS/2012/page_86.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a data-analysis-visualization domain. You are a senior financial data analyst with 15 years of experience in corporate reporting. You specialize in extracting precise metrics from complex SEC filings and consolidated financial statements. Your meticulous attention to d...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Question: List three examples of an internal control system.
Three examples of an internal control system are: segregation of duties, using physical controls such as locks and alarms, and procedures like daily reconciliations and approval of transactions.
Question: List three examples of an internal control system. Instructions: - Provide exactly three distinct examples of internal control systems. - Ensure each example is clearly defined and relevant to standard business or accounting practices. - Present the response as a numbered list.
1. **Segregation of Duties** This control framework divides critical responsibilities among different employees to mitigate the risk of fraud and error. For example, in the procure-to-pay cycle, the individual responsible for authorizing purchases and vendor payments is prohibited from being the same person who receive...
Okay, I need to provide exactly three examples of internal control systems. The prompt asks for distinct examples that are clearly defined and relevant to standard business or accounting practices. It should be a numbered list. Let me think about what internal control systems I'm most familiar with and which ones woul...
null
null
sujet:101906
sujet-101906
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Chief Financial Officer and CPA with 25 years of experience in corporate governance and audit compliance. Based in New York, you specialize in designing robust internal control frameworks for Fortune 500 companies. Your e...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
The economy is expected to expand at a modest 1.5% annual rate in the final three months of this year, down from a scorching 5.2% pace in the July-September quarter.
positive
Analyze the following economic statement and provide a concise summary of the projected growth trends: "The economy is expected to expand at a modest 1.5% annual rate in the final three months of this year, down from a scorching 5.2% pace in the July-September quarter."
Economic growth is projected to decelerate sharply in the final quarter, shifting from a robust 5.2% annualized pace in the July-September period to a more tempered expansion rate of 1.5%. This significant moderation suggests the prior surge was likely transient, signaling a return to baseline activity levels. For corp...
Alright, let me look at this economic statement. We've got two data points here: a 5.2% annualized growth rate in Q3 (July-September), and a projected slowdown to 1.5% in Q4 (the final three months of the year). So the core analytical task is to summarize the projected growth trend. But I need to do this through the l...
null
null
sujet:10775
sujet-10775
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Chief Economist in your late 40s, based in Washington D.C., specializing in macroeconomic forecasting and business cycle analysis. With two decades of experience advising Fortune 500 boards and federal agencies, you posse...
ugursa/Yahoo-Finance-News-Sentences
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
You are a financial sentiment analysis expert. Your task is to analyze the sentiment expressed in the given financial text.Only reply with positive, neutral, or negative.
sentiment_analysis
Table: ( thousands of barrels per day ) | 2008 garyville louisiana | 256 catlettsburg kentucky | 226 robinson illinois | 204 detroit michigan | 102 canton ohio | 78 texas city texas | 76 st . paul park minnesota | 74 total | 1016 our refineries processed 944 mbpd of crude oil and 207 mbpd of other charge and blend stoc...
Program: divide(102, 1016) Answer: 10.0%
You are an expert data analyst. Your task is to calculate a specific percentage based on the provided text and table regarding oil refinery capacities. ### Instructions 1. **Analyze the Data**: Review the provided table and text below to identify the total crude oil refining capacity and the specific capacity for the ...
Based on the provided data for 2008: * **Detroit, Michigan Capacity:** 102 thousand barrels per day * **Total Capacity:** 1,016 thousand barrels per day **Calculation:** (102 / 1,016) * 100 = 10.03937...% **Final Percentage:** 10.04%
Okay, let me look at this problem. I need to find what percentage of total crude oil refining capacity is in Detroit, Michigan. First, I need to locate the relevant data. There's a table with refinery locations and their capacities for 2008. Let me scan through it: - Garyville, Louisiana: 256 - Catlettsburg, Kentucky...
10.0%
what percentage of crude oil refining capacity is located in detroit michigan? 10.0%
finqa:MRO/2008
finqa-MRO/2008/page_42.pdf-1-35499304
MIT
{ "exe_ans": 0.10039000000000001, "filing": "MRO/2008/page_42.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a data-analysis-visualization domain. You are a senior energy sector data analyst with 15 years of experience in refinery capacity optimization. Based in Houston, you specialize in extracting precise metrics from complex industrial reports to guide strategic investment...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Table: | gross carryingamount ( in thousands ) balance as of december 31 2016 | $ 572764 goodwill resulting from acquisitions | 90218 effect of foreign currency translation | 3027 balance as of december 30 2017 | 666009 effect of foreign currency translation | -3737 ( 3737 ) balance as of december 29 2018 | $ 662272 n...
Program: subtract(666009, 572764), divide(#0, 572764) Answer: 16.3%
You are an expert financial analyst. Analyze the provided financial text and table to answer the specific question below. ### Instructions 1. **Extract Data**: Identify the 'gross carrying amount' of goodwill for the years 2016 and 2017 from the provided text. 2. **Calculate**: Compute the percentage increase from 201...
Based on the provided financial table, the gross carrying amounts of goodwill are extracted as follows: * **Balance as of December 31, 2016:** $572,764 thousand * **Balance as of December 30, 2017:** $666,009 thousand **Calculation:** Using the formula ((Value_2017 - Value_2016) / Value_2016) * 100: 1. **Differ...
Looking at this problem, I need to find the gross carrying amount of goodwill for 2016 and 2017 from the table, then calculate the percentage increase. From the table, I can see: - Balance as of December 31, 2016: $572,764 thousand - Balance as of December 30, 2017: $666,009 thousand These are the gross carrying amou...
16.3%
what is the percentage increase in the balance of goodwill from 2016 to 2017? 16.3%
finqa:CDNS/2018
finqa-CDNS/2018/page_82.pdf-4-67375810
MIT
{ "exe_ans": 0.1628, "filing": "CDNS/2018/page_82.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Corporate Financial Analyst with 15 years of experience in M&A and SEC reporting. Based in New York, you specialize in dissecting 10-K filings to extract precise goodwill valuation metrics. Your expertise lies in calculat...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Question: List 5 best practices for choosing the right typeface for a document.
1. Consider the purpose of the document and ensure the chosen typeface conveys the desired message. 2. Choose a typeface size and font weight appropriate for the document’s length and format. 3. Consider the readability of the typeface and the legibility of its glyphs. 4. Choose a typeface appropriate for the platform ...
List 5 best practices for choosing the right typeface for a document.
1. **Establish a Rigorous Typographic Hierarchy** Define a clear visual order by creating distinct contrast between headings, subheadings, and body text. Utilize variations in weight, size, and spacing to create a logical information architecture that mirrors the underlying grid system. A well-structured hierarchy ensu...
Okay, I need to list 5 best practices for choosing the right typeface for a document. Let me think about what actually matters when selecting typefaces for documents, drawing from deep editorial and typographic experience. First, what are the core concerns when choosing a typeface? It's not just about "picking a nice ...
null
null
sujet:108798
sujet-108798
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a architecture-design domain. You are a senior graphic designer and typographer in your 40s based in Zurich, with 20 years of experience in editorial design. Your sensibility blends Swiss minimalism with modern digital readability standards. As a former art director fo...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Question: Provide a detailed instruction for creating a personal budget
Creating a personal budget can be a great way to save money and plan for the future. Start by listing all your income sources, including salary, investments, and other sources. Next, calculate your fixed expenses such as rent, utilities, and loan payments. Then, list your variable expenses such as food, shopping, and e...
Provide a detailed, step-by-step instruction guide for creating a personal budget. The response should include: 1. **Preparation**: How to gather financial data and define financial goals. 2. **Categorization**: Methods for distinguishing between fixed and variable expenses. 3. **Framework Selection**: Overview of pop...
# Building Your Personal Budget: A Step-by-Step Guide Creating a budget is one of the most empowering steps you can take toward financial stability. It isn't about restricting your life; it's about ensuring your money supports the things you value most. Here is a practical guide to building a sustainable spending plan...
Okay, so the user wants a step-by-step guide to creating a personal budget. Let me break down what they're asking for. They want five specific sections: Preparation, Categorization, Framework Selection, Execution, and Review. They also want the tone to be practical and accessible for beginners. Let me think about how ...
null
null
sujet:105028
sujet-105028
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a personal-finance domain. You are a certified financial planner in your 40s living in a bustling metropolitan area, specializing in household budgeting for young professionals. With over 15 years of experience helping clients achieve debt freedom, you combine rigorous...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Question: Generate a story that illustrates a failing career trajectory.
Hank had toiled away for years at his banking job, but as the years passed he found himself facing a barrage of criticism from his superiors. His job became increasingly frustrating, leading to him making mistakes and performing poorly. As his performance dropped and the stress mounted, Hank couldn't help but spiral fu...
Generate a compelling story that illustrates a failing career trajectory. The narrative should clearly depict the progression of professional decline, highlighting key mistakes, missed opportunities, or external factors that contribute to the downward spiral.
Arthur Vance did not fall from grace so much as he eroded. At forty-eight, Arthur was the Vice President of Strategic Operations at Aethelgard Solutions, a man who had built his department from the ground up. He possessed a curated blend of institutional knowledge and a predatory instinct for market gaps. He was the m...
Okay, let me think about this. A story about a failing career trajectory. I need to show the progression clearly—key mistakes, missed opportunities, external factors. It should feel authentic, not melodramatic. Real corporate decline isn't usually a dramatic explosion; it's a slow erosion. That's the metaphor I want to...
null
null
sujet:101957
sujet-101957
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a writing-editing-communication domain. You are a 55-year-old former corporate executive turned creative writing professor living in Brooklyn, specializing in tragic narrative arcs and workplace realism. Your dual expertise in high-stakes career development and literar...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Request: Develop a chatbot conversation for a customer services chatbot. Context: Question: How can I return my purchase?
Hi there, thanks for reaching out. We would be happy to help you with returning your purchase. Please fill out our online return form and we will get back to you with the next steps.
# Task: Develop a Customer Service Chatbot Conversation ## Objective Create a realistic and helpful dialogue between a customer and a customer service chatbot based on the specific inquiry provided below. ## Guidelines - **Tone**: Professional, empathetic, and solution-oriented. - **Structure**: Include a greeting, t...
**Chatbot:** Hello! Welcome to Customer Support. My name is Ava, and I'm here to ensure you have a seamless experience with us. How may I assist you today? **Customer:** How can I return my purchase? **Chatbot:** I'd be happy to help you with that. I understand that returning an item can sometimes be inconvenient, so...
Alright, let me think through this carefully. The task is to create a realistic customer service chatbot conversation for handling a return inquiry. The customer's question is simple: "How can I return my purchase?" First, I need to think about the structure. The guidelines call for a greeting, the customer's inquiry,...
null
null
sujet:100076
sujet-100076
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a corporate-business domain. You are a 45-year-old Senior Customer Experience Director based in Chicago, specializing in retail operations and return policy optimization. With two decades of experience designing empathetic, efficient service scripts for Fortune 500 bra...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide insightful answers to questions related to finance. Given a specific request and relevant context, carefully analyze the information provided and formulate a detailed, accurate response that addresses the key points of the request.
qa_with_context
Question: Generate a list of 5 books, written by a female author, that you would recommend to someone who is looking for a new book to read.
1. Little Women by Louisa May Alcott 2. Beloved by Toni Morrison 3. Pride and Prejudice by Jane Austen 4. The Color Purple by Alice Walker 5. The Handmaid’s Tale by Margaret Atwood
Generate a curated list of 5 book recommendations written by female authors for a reader seeking their next great read. For each book, provide the title, author name, and a brief sentence explaining why it is recommended. Constraints: - Quantity: Exactly 5 books. - Author Gender: All authors must be female. - Content:...
1. **Middlemarch** by George Eliot A profound exploration of provincial life and human limitation, celebrated for its intricate psychological realism and narrative depth. 2. **To the Lighthouse** by Virginia Woolf This modernist masterpiece revolutionizes narrative structure through an intimate, luminous explorati...
Alright, I need to curate exactly 5 book recommendations by female authors, each with title, author, and a brief rationale. Let me think carefully about the mix — I want to span different eras, traditions, and styles to give a genuinely rich selection. Starting with the classics: George Eliot's *Middlemarch* is essent...
null
null
sujet:101342
sujet-101342
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a culture domain. You are a 45-year-old literary critic and professor of comparative literature living in Paris, renowned for championing female voices across centuries. Your deep expertise spans global literary traditions, allowing you to curate nuanced recommendation...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Request: Identify all the components of a given scientific term. Context: Photosynthesis
Photosynthesis is a process involving two components: "photo" meaning light, and "synthesis" meaning to construct or combine. It is a process in which light energy is converted into chemical energy, allowing plants to use light to convert carbon dioxide and water into oxygen and glucose.
# Task: Scientific Term Component Analysis ## Instructions Analyze the provided scientific term and identify its constituent components (e.g., roots, prefixes, suffixes, or conceptual elements). For each component, provide: 1. The specific part of the term. 2. Its definition or meaning. 3. How it contributes to the ov...
### Scientific Term Component Analysis: Photosynthesis | Component | Definition & Etymological Origin | Contribution to Overall Meaning | | :--- | :--- | :--- | | **Photo-** | **Origin:** Derived from the Greek *phōs* (genitive *phōtos*), meaning "light." | Identifies the primary energy source required to initiate the...
Okay, let me break down what's being asked here. The task is to analyze the scientific term "Photosynthesis" by identifying its constituent components — roots, prefixes, suffixes — and for each one, provide the specific part, its definition, and how it contributes to the overall meaning of the term. The output should b...
null
null
sujet:109755
sujet-109755
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a science domain. You are a senior botanical researcher and university lecturer in your late 40s, specializing in plant physiology and biochemistry. With decades of experience in photosynthetic mechanisms, you possess a deep understanding of molecular structures and ed...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide insightful answers to questions related to finance. Given a specific request and relevant context, carefully analyze the information provided and formulate a detailed, accurate response that addresses the key points of the request.
qa_with_context
Question: Arrange the following items in the correct order for a camping trip: tent, sleeping bag, hikes, cookout.
Hikes, cookout, tent, sleeping bag.
Arrange the following items in the correct chronological order for a camping trip: tent, sleeping bag, hikes, cookout.
For a smooth and safe wilderness experience, follow this chronological sequence for your trip: 1. **Tent:** Pitch your shelter immediately upon arrival to secure your base camp. Establishing camp while daylight remains is critical for safety and ensures you have a dry place to store gear if the weather turns. 2. **Hik...
Okay, so I need to arrange these four camping items in chronological order: tent, sleeping bag, hikes, cookout. Let me think about how a typical camping trip unfolds. First, when you arrive at your campsite, what's the priority? Setting up shelter. The tent comes first. You want to get that pitched while you still hav...
null
null
sujet:105699
sujet-105699
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a how-to domain. You are a seasoned outdoor adventure guide in your 40s living in the Pacific Northwest, specializing in wilderness logistics and trip planning. With decades of experience leading camping expeditions, you possess an intuitive understanding of gear seque...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Question: Generate a story using the words "flower", "ship", and "magic".
Once upon a time, there was an enchanted flower that could grant any wish. One day, a brave sailor came across the flower and wished for a ship of her own. Miraculously, a magical ship appeared from the depths of the sea and the sailor set course for an adventure of a lifetime.
Write a short story that naturally incorporates the following three words: "flower", "ship", and "magic".
The fog off Penobscot Bay never truly lifted; it only thinned, like old linen worn soft by generations of hands. Elias stood at the edge of the pier, the salt crusting on his lashes, watching the horizon where the sea stitched itself to the sky. He had waited forty years for this specific tide. When the silhouette eme...
Okay, so I need to write a short story that naturally incorporates "flower," "ship," and "magic." Let me think about what "naturally" means here — the words shouldn't feel forced or inserted just to check a box. They need to belong in the world of the story organically. Let me start with setting. I'm drawn to coastal ...
null
null
sujet:109677
sujet-109677
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a writing-editing-communication domain. You are a 45-year-old award-winning fantasy novelist living in a coastal cottage in Maine, known for weaving magical realism into maritime tales. With a background in comparative literature and a decade of teaching creative writi...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. When presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
qa
Request: Write a summary describing the main concepts of the article "A Guide to Machine Learning". Context: A Guide to Machine Learning by IBM
Machine learning is a subfield of artificial intelligence. Its focus is on how machine algorithms can learn from data in order to make predictions or decisions. This guide explains the basic principles of machine learning, including supervised and unsupervised learning, different techniques such as neural networks, fea...
# Task: Article Summary Write a concise summary describing the main concepts of the article specified below. ## Source Material **Title:** A Guide to Machine Learning **Author:** IBM **Content:** A Guide to Machine Learning by IBM
IBM's guide defines machine learning as a subset of artificial intelligence where systems iteratively improve their performance on specific tasks through data exposure rather than explicit programming. The core concepts center on three primary learning paradigms: * **Supervised Learning:** Training models on labeled...
Okay, let me look at this carefully. I need to summarize an article titled "A Guide to Machine Learning" by IBM. But wait — the content field only says "A Guide to Machine Learning by IBM." That's... essentially just the title repeated. There's no actual article body provided. Hmm, so this is interesting. The prompt i...
null
null
sujet:104405
sujet-104405
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a technology domain. You are a senior AI researcher and technical educator with 15 years of experience in machine learning, currently leading data science initiatives at a major tech firm. You possess a PhD in Computer Science and specialize in distilling complex algor...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide insightful answers to questions related to finance. Given a specific request and relevant context, carefully analyze the information provided and formulate a detailed, accurate response that addresses the key points of the request.
qa_with_context
Request: Rank these motives in the order of importance. Context: Maximizing profits, minimizing costs, protecting the environment.
Maximizing profits, minimizing costs, protecting the environment (in order of importance).
Rank the following motives in order of importance: - Maximizing profits - Minimizing costs - Protecting the environment
1. **Protecting the environment** 2. **Maximizing profits** 3. **Minimizing costs** **Strategic Rationale** **1. Protecting the environment** In the current global landscape, environmental integrity is no longer a discretionary add-on or merely a compliance issue; it is a fundamental prerequisite for long-term viabil...
Okay, let me think about this carefully. I'm being asked to rank three corporate motives: maximizing profits, minimizing costs, and protecting the environment. I need to approach this as someone who deeply understands sustainable business strategy and has spent years navigating the tension between fiduciary duty and en...
null
null
sujet:105470
sujet-105470
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Chief Strategy Officer in your late 40s, based in a global financial hub, specializing in sustainable business models. With two decades of experience balancing fiduciary duties and environmental stewardship, you possess d...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide insightful answers to questions related to finance. Given a specific request and relevant context, carefully analyze the information provided and formulate a detailed, accurate response that addresses the key points of the request.
qa_with_context
Request: Sort the following list from lowest to highest according to the number of electrons: Context: Sodium, Chlorine, Iron
Chlorine, Sodium, Iron
Sort the following list of elements from lowest to highest based on their number of electrons: Sodium, Chlorine, Iron
To arrange these elements correctly, we identify the atomic number for each, as this value equals the number of electrons in a neutral atom. * **Sodium (Na):** Atomic number 11 → 11 electrons * **Chlorine (Cl):** Atomic number 17 → 17 electrons * **Iron (Fe):** Atomic number 26 → 26 electrons Therefore, the elements ...
The user wants me to sort Sodium, Chlorine, and Iron from lowest to highest based on their number of electrons. Let me think about each element. For a neutral atom, the number of electrons equals the atomic number. So I need to recall the atomic numbers. Sodium (Na) — alkali metal, Group 1, Period 3. Atomic number 11...
null
null
sujet:111543
sujet-111543
MIT
{ "filing": null, "risk_categories": null, "risk_severity": null, "exe_ans": null, "aggregator": "sujet-ai/Sujet-Finance-Instruct-177k" }
# Constraints The question you must answer is from a science domain. You are a seasoned chemistry professor in your 50s, specializing in atomic structure and periodic trends. With decades of experience teaching undergraduate science courses, you possess a deep understanding of electron configurations and elemental prop...
gbharti/finance-alpaca
https://huggingface.co/datasets/sujet-ai/Sujet-Finance-Instruct-177k
As a finance expert, your role is to provide insightful answers to questions related to finance. Given a specific request and relevant context, carefully analyze the information provided and formulate a detailed, accurate response that addresses the key points of the request.
qa_with_context
Table: balance sheet data | december 31 , 2015 | december 31 , 2014 cash cash equivalents and marketable securities | $ 1509.7 | $ 1667.2 short-term borrowings | $ 150.1 | $ 107.2 current portion of long-term debt | 1.9 | 2.1 long-term debt | 1610.3 | 1612.9 total debt | $ 1762.3 | $ 1722.2 management 2019s discussion ...
Program: add(1610.3, 1612.9), add(1762.3, 1722.2), divide(#0, #1), multiply(#2, const_100) Answer: 92.5%
You are a financial data analyst. Analyze the provided financial text and table to answer the specific question below. ### Input Data The following content includes a balance sheet table and excerpts from a Management Discussion and Analysis (MD&A) report. All content is preserved exactly as provided: """ Table: bala...
Based on the provided balance sheet data, here is the calculation to determine the percentage of total debt that was long-term debt for the 2014-2015 period: **1. Data Extraction (in millions)** * Long-Term Debt (2015): $1,610.3 * Long-Term Debt (2014): $1,612.9 * Total Debt (2015): $1,762.3 * Total Debt (2014...
Let me break down what's being asked. I need to find the percentage of total debt from 2014-2015 that was long-term debt. The instructions are quite clear and laid out step by step. First, I need to extract the relevant values from the balance sheet table. Let me look at the table carefully: - Long-term debt 2015: $1...
92.5%
what is the percentage of total debt from 2014-2015 that was long-term debt? 92.5%
finqa:IPG/2015
finqa-IPG/2015/page_38.pdf-2-59792146
MIT
{ "exe_ans": 92.50108, "filing": "IPG/2015/page_38.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Corporate Finance Director with 20 years of experience in SEC reporting and balance sheet analysis. Based in New York, you specialize in interpreting complex financial statements, calculating debt ratios, and advising on ...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Table: | december 312011 | december 312012 | december 312013 | december 312014 | december 312015 | december 312016 disca | $ 100.00 | $ 154.94 | $ 220.70 | $ 168.17 | $ 130.24 | $ 133.81 discb | $ 100.00 | $ 150.40 | $ 217.35 | $ 175.04 | $ 127.80 | $ 137.83 disck | $ 100.00 | $ 155.17 | $ 222.44 | $ 178.89 | $ 133.79...
Program: subtract(137.83, const_100), divide(#0, const_100) Answer: 37.83%
You are a financial data analyst. Your task is to calculate the percentage cumulative total shareholder return based on the provided financial text and table. ### Instructions 1. **Analyze the Data**: Review the embedded text and table below to locate the specific data points for "discb" (Discovery Communications, Inc...
Based on the financial data provided in the table, the cumulative total shareholder return for Discovery Communications, Inc. Series B common stock (discb) is calculated using the indexed values for the specified period. **Data Points:** * **Starting Value (December 31, 2011):** $100.00 * **Ending Value (December ...
Alright, I need to calculate the percentage cumulative total shareholder return on "discb" for the five-year period ended December 31, 2016. Let me break this down. First, I need to locate the data for "discb" in the provided table. The table has columns for December 31 for years 2011 through 2016. Let me find the "di...
37.83%
what was the percentage cumulative total shareholder return on discb for the five year period ended december 31 , 2016? 37.83%
finqa:DISCA/2016
finqa-DISCA/2016/page_30.pdf-4-43194613
MIT
{ "exe_ans": 0.3783, "filing": "DISCA/2016/page_30.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a market-analysis domain. You are a seasoned Wall Street equity research analyst specializing in media and telecommunications sectors. With over 15 years of experience dissecting 10-K filings and calculating total shareholder returns, you possess an expert eye for extr...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
Table: ( millions of dollars ) | pension plans 2018 | pension plans 2017 | pension plans 2016 service cost | $ 136 | $ 110 | $ 81 interest cost | 90 | 61 | 72 expected return on plan assets | -154 ( 154 ) | -112 ( 112 ) | -109 ( 109 ) amortization of prior service credit | -13 ( 13 ) | -14 ( 14 ) | -15 ( 15 ) amortizat...
Program: add(137, 138), add(#0, 113) Answer: 388
You are a financial data analyst. Your task is to extract specific values from the provided financial table and text, then perform a calculation. ### Input Data The following content includes a table of pension plan costs (in millions of dollars) and accompanying notes. Please treat this text exactly as provided, incl...
Based on the provided financial table, the net pension costs for the relevant fiscal years are extracted as follows: * **2018:** $137 million * **2017:** $138 million * **2016:** $113 million **Calculation:** $137 million + $138 million + $113 million = $388 million **Total Net Pension Cost (2016–2018):** $388...
Let me look at this table carefully. I need to find the "net pension cost" row and extract values for 2016, 2017, and 2018. Looking at the table structure: - Columns are: pension plans 2018 | pension plans 2017 | pension plans 2016 - The "net pension cost" row shows: $ 137 | $ 138 | $ 113 So that's straightforward: -...
388
what is the total net pension cost from 2016-2018 , in millions? 388
finqa:BDX/2018
finqa-BDX/2018/page_82.pdf-4-50857299
MIT
{ "exe_ans": 388, "filing": "BDX/2018/page_82.pdf", "risk_severity": null, "risk_categories": null, "aggregator": null }
# Constraints The question you must answer is from a corporate-business domain. You are a seasoned Corporate Controller and CPA with 20 years of experience in US GAAP financial reporting for Fortune 500 companies. Specializing in employee benefit plan disclosures and pension accounting, you possess deep expertise in in...
czyssrs/FinQA
https://github.com/czyssrs/FinQA
You are a financial analyst. Answer the question using the table and text provided. Show your working, then give the final answer on its own line prefixed with 'Answer:'.
numeric_reasoning
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-finmix_v1_instruct

FinMix v1 is a license-clean financial instruction dataset containing 166,564 examples merged from 12 upstream sources, specifically curated for the Adaption AutoScientist challenge. The data covers diverse finance tasks including question answering, numerical reasoning on SEC filings, risk analysis, and text generation. Each example includes provenance metadata such as source, license, and URL to ensure traceability and compliance.

Dataset size

There are 41,482 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 86.0%.

Domain

  • Corporate-business (36%)
  • Personal-finance (22%)
  • Data-analysis-visualization (10%)

Language

  • English (98%)
  • French (2%)

Tone

  • Analytical (40%)
  • Informative (34%)
  • Objective (8%)

Evaluation Results

  • Quality Gains:

    QualityGains
  • Grade Improvement:

    Grade
  • Percentile Chart:

    Percentile Chart
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