romikgosai/squad_modified huggingface dataset:
New York City's most important economic sector lies in its role as the headquarters for the U.S.financial industry, metonymously known as Wall Street. The city's securities industry, enumerating 163,400 jobs in August 2013, continues to form the largest segment of the city's financial sector and an important economic engine, accounting in 2012 for 5 percent of the city's private sector jobs, 8.5 percent (US$3.8 billion) of its tax revenue, and 22 percent of the city's total wages, including an average salary of US$360,700. Many large financial companies are headquartered in New York City, and the city is also home to a burgeoning number of financial startup companies.

Questions and answers:
['
Q: As of 2013, how many people worked for a securities business in New York?
A: 163,400', '
Q: What percentage of New York private sector jobs are in the securities industry?
A: 5', '
Q: How much tax revenue does the securities industry generate?
A: US$3.8 billion', '
Q: What is the average income in the New York securities industry?
A: US$360,700', "
Q: What percentage of the city's wages does the securities industry provide?
A: 22", "
Q: 22 Percent of NYC's total wages are from what industry?
A: The city's securities"]
Lower Manhattan is the third-largest central business district in the United States and is home to the New York Stock Exchange, on Wall Street, and the NASDAQ, at 165 Broadway, representing the world's largest and second largest stock exchanges, respectively, when measured both by overall average daily trading volume and by total market capitalization of their listed companies in 2013. Investment banking fees on Wall Street totaled approximately $40 billion in 2012, while in 2013, senior New York City bank officers who manage risk and compliance functions earned as much as $324,000 annually. In fiscal year 2013–14, Wall Street's securities industry generated 19% of New York State's tax revenue. New York City remains the largest global center for trading in public equity and debt capital markets, driven in part by the size and financial development of the U.S. economy.:31–32 In July 2013, NYSE Euronext, the operator of the New York Stock Exchange, took over the administration of the London interbank offered rate from the British Bankers Association. New York also leads in hedge fund management; private equity; and the monetary volume of mergers and acquisitions. Several investment banks and investment mangers headquartered in Manhattan are important participants in other global financial centers.:34–35 New York is also the principal commercial banking center of the United States.

Questions and answers:
['
Q: On what street is the New York Stock Exchange headquartered?
A: Wall Street', '
Q: What is the street address of NASDAQ?
A: 165 Broadway', '
Q: In 2012, how many investment banking fees were paid out to Wall Street?
A: $40 billion', '
Q: In 2013-4, what percentage of New York state tax revenues came from the securities business on Wall Street?
A: 19%', '
Q: Who was the previous overseer of the London interbank offered rate?
A: British Bankers Association', '
Q: The New York Stock exchange is located where in NYC?
A: Wall Street', '
Q: The NASDAQ is located on what street in NYC?
A: 165 Broadway']
Many of the world's largest media conglomerates are also based in the city. Manhattan contained over 500 million square feet (46.5 million m2) of office space in 2015, making it the largest office market in the United States, while Midtown Manhattan, with nearly 400 million square feet (37.2 million m2) in 2015, is the largest central business district in the world.

Questions and answers:
['
Q: How many square meters of office space does Manhattan have?
A: 46.5 million', '
Q: About how many million square feet of office space is present in Midtown Manhattan?
A: 400', '
Q: How much office space did Manhatten possess in 2015?
A: 500 million square feet']
Silicon Alley, centered in Manhattan, has evolved into a metonym for the sphere encompassing the New York City metropolitan region's high technology industries involving the Internet, new media, telecommunications, digital media, software development, biotechnology, game design, financial technology ("fintech"), and other fields within information technology that are supported by its entrepreneurship ecosystem and venture capital investments. In the first half of 2015, Silicon Alley generated over US$3.7 billion in venture capital investment across a broad spectrum of high technology enterprises, most based in Manhattan, with others in Brooklyn, Queens, and elsewhere in the region. High technology startup companies and employment are growing in New York City and the region, bolstered by the city's position in North America as the leading Internet hub and telecommunications center, including its vicinity to several transatlantic fiber optic trunk lines, New York's intellectual capital, and its extensive outdoor wireless connectivity. Verizon Communications, headquartered at 140 West Street in Lower Manhattan, was at the final stages in 2014 of completing a US$3 billion fiberoptic telecommunications upgrade throughout New York City. As of 2014, New York City hosted 300,000 employees in the tech sector.

Questions and answers:
['
Q: In what borough is Silicon Alley located?
A: Manhattan', '
Q: What is the street address of the headquarters of Verizon Communciations?
A: 140 West Street', '
Q: How much did Verizon spend on fiber optic upgrades in New York City?
A: US$3 billion', '
Q: Approximately how many tech sector jobs are in New York City?
A: 300,000', '
Q: The technology sector of work in NYC has how many employees in its service?
A: 300,000']
The biotechnology sector is also growing in New York City, based upon the city's strength in academic scientific research and public and commercial financial support. On December 19, 2011, then Mayor Michael R. Bloomberg announced his choice of Cornell University and Technion-Israel Institute of Technology to build a US$2 billion graduate school of applied sciences called Cornell Tech on Roosevelt Island with the goal of transforming New York City into the world's premier technology capital. By mid-2014, Accelerator, a biotech investment firm, had raised more than US$30 million from investors, including Eli Lilly and Company, Pfizer, and Johnson & Johnson, for initial funding to create biotechnology startups at the Alexandria Center for Life Science, which encompasses more than 700,000 square feet (65,000 m2) on East 29th Street and promotes collaboration among scientists and entrepreneurs at the center and with nearby academic, medical, and research institutions. The New York City Economic Development Corporation's Early Stage Life Sciences Funding Initiative and venture capital partners, including Celgene, General Electric Ventures, and Eli Lilly, committed a minimum of US$100 million to help launch 15 to 20 ventures in life sciences and biotechnology.

Questions and answers:
['
Q: Along with Cornell University, what institution is involved in the building of Cornell Tech?
A: Technion-Israel Institute of Technology', '
Q: What is the cost to build Cornell Tech?
A: US$2 billion', '
Q: On what island is Cornell Tech located?
A: Roosevelt Island', '
Q: About how much capital did Accelerator raise as of the middle of 2014?
A: US$30 million', '
Q: How large is the Alexandria Center for Life Science in square meters?
A: 65,000', '
Q: In 2011, what school was built on Roosevelt Island?
A: Cornell Tech']
Tourism is a vital industry for New York City, which has witnessed a growing combined volume of international and domestic tourists – receiving approximately 51 million tourists in 2011, 54 million in 2013, and a record 56.4 million in 2014. Tourism generated an all-time high US$61.3 billion in overall economic impact for New York City in 2014.

Questions and answers:
['
Q: How many tourists visited New York in 2011?
A: 51 million', '
Q: How many people came to visit New York in 2013?
A: 54 million', '
Q: What is the record number of tourists that have visited New York in a year?
A: 56.4 million', '
Q: How much money did tourism create for New York in 2014?
A: US$61.3 billion', '
Q: How many tourists that visited NYC in 2014 broke the record?
A: 56.4 million', '
Q: How many tourists visited NYC in 2013?
A: 54 million']
I Love New York (stylized I ❤ NY) is both a logo and a song that are the basis of an advertising campaign and have been used since 1977 to promote tourism in New York City, and later to promote New York State as well. The trademarked logo, owned by New York State Empire State Development, appears in souvenir shops and brochures throughout the city and state, some licensed, many not. The song is the state song of New York.

Questions and answers:
['
Q: What English phrase does I ❤ NY represent?
A: I Love New York', '
Q: When was I ❤ NY first used in advertisements?
A: 1977', '
Q: Who owns the trademark to I ❤ NY?
A: New York State Empire State Development', '
Q: What is the state song of New York?
A: I Love New York', '
Q: I Love New York was established as advertising in what year?
A: 1977', '
Q: What is the state song of New York?
A: I Love New York']
Major tourist destinations include Times Square; Broadway theater productions; the Empire State Building; the Statue of Liberty; Ellis Island; the United Nations Headquarters; museums such as the Metropolitan Museum of Art; greenspaces such as Central Park and Washington Square Park; Rockefeller Center; the Manhattan Chinatown; luxury shopping along Fifth and Madison Avenues; and events such as the Halloween Parade in Greenwich Village; the Macy's Thanksgiving Day Parade; the lighting of the Rockefeller Center Christmas Tree; the St. Patrick's Day parade; seasonal activities such as ice skating in Central Park in the wintertime; the Tribeca Film Festival; and free performances in Central Park at Summerstage. Major attractions in the boroughs outside Manhattan include Flushing Meadows-Corona Park and the Unisphere in Queens; the Bronx Zoo; Coney Island, Brooklyn; and the New York Botanical Garden in the Bronx. The New York Wheel, a 630-foot ferris wheel, was under construction at the northern shore of Staten Island in 2015, overlooking the Statue of Liberty, New York Harbor, and the Lower Manhattan skyline.

Questions and answers:
['
Q: In what neighborhood does the Halloween Parade take place?
A: Greenwich Village', "
Q: What company sponsors the Thanksgiving Day parade?
A: Macy's", '
Q: At what location is a Christmas tree famously lit every year?
A: Rockefeller Center', '
Q: Where in Central Park are performances offered at no cost?
A: Summerstage', '
Q: In what borough is the Unisphere located?
A: Queens']
Manhattan was on track to have an estimated 90,000 hotel rooms at the end of 2014, a 10% increase from 2013. In October 2014, the Anbang Insurance Group, based in China, purchased the Waldorf Astoria New York for US$1.95 billion, making it the world's most expensive hotel ever sold.

Questions and answers:
['
Q: About how many hotel rooms are there in Manhattan?
A: 90,000', '
Q: What was the percentage increase of Manhattan hotel rooms between 2013 and 2014?
A: 10%', '
Q: Who owns the Waldorf Astoria?
A: Anbang Insurance Group', '
Q: What was the October 2014 purchase price of the Waldorf Astoria?
A: US$1.95 billion', '
Q: The hotel that sold for the most money in 2014 was which in NYC?
A: Waldorf Astoria New York', '
Q: How many hotel rooms are located in NYC as of the end of 2014?
A: 90,000', '
Q: Who bought the Waldorf Astoria hotel in NYC in 2014?
A: Anbang Insurance Group', '
Q: The Waldorf Astoria hotel sold for how many dollars?
A: 1.95 billion']
New York is a prominent location for the American entertainment industry, with many films, television series, books, and other media being set there. As of 2012, New York City was the second largest center for filmmaking and television production in the United States, producing about 200 feature films annually, employing 130,000 individuals, and generating an estimated $7.1 billion in direct expenditures, and by volume, New York is the world leader in independent film production; one-third of all American independent films are produced in New York City. The Association of Independent Commercial Producers is also based in New York. In the first five months of 2014 alone, location filming for television pilots in New York City exceeded the record production levels for all of 2013, with New York surpassing Los Angeles as the top North American city for the same distinction during the 2013/2014 cycle.

Questions and answers:
['
Q: Approximately how many feature films are made in New York City every year?
A: 200', '
Q: How many New Yorkers work in the television and film industry?
A: 130,000', '
Q: How much money does the New York film and television industry create every year?
A: $7.1 billion', '
Q: What United States city is the second most popular for pilot episode location filming?
A: Los Angeles']
New York City is additionally a center for the advertising, music, newspaper, digital media, and publishing industries and is also the largest media market in North America. Some of the city's media conglomerates and institutions include Time Warner, the Thomson Reuters Corporation, the Associated Press, Bloomberg L.P., the News Corporation, The New York Times Company, NBCUniversal, the Hearst Corporation, AOL, and Viacom. Seven of the world's top eight global advertising agency networks have their headquarters in New York. Two of the top three record labels' headquarters are in New York: Sony Music Entertainment and Warner Music Group. Universal Music Group also has offices in New York. New media enterprises are contributing an increasingly important component to the city's central role in the media sphere.

Questions and answers:
['
Q: Along with Warner Music Group, what top three record label is based in New York City?
A: Sony Music Entertainment', "
Q: What city is North America's biggest media market?
A: New York City", '
Q: Out of the top eight advertising agency networks in the world, how many are based in New York?
A: Seven']
More than 200 newspapers and 350 consumer magazines have an office in the city, and the publishing industry employs about 25,000 people. Two of the three national daily newspapers in the United States are New York papers: The Wall Street Journal and The New York Times, which has won the most Pulitzer Prizes for journalism. Major tabloid newspapers in the city include: The New York Daily News, which was founded in 1919 by Joseph Medill Patterson and The New York Post, founded in 1801 by Alexander Hamilton. The city also has a comprehensive ethnic press, with 270 newspapers and magazines published in more than 40 languages. El Diario La Prensa is New York's largest Spanish-language daily and the oldest in the nation. The New York Amsterdam News, published in Harlem, is a prominent African American newspaper. The Village Voice is the largest alternative newspaper.

Questions and answers:
['
Q: How many people work in the New York publishing industry?
A: 25,000', '
Q: Which New York-based newspaper has won the Pulitzer Prize for journalism?
A: The New York Times', '
Q: Along with the New York Times, what national daily newspaper is based in New York?
A: The Wall Street Journal', '
Q: What was the founding year of the New York Daily News?
A: 1919', '
Q: Who was the founder of the New York Post?
A: Alexander Hamilton', '
Q: How many newspaper offices are located in New York?
A: More than 200', '
Q: How many magazines can call NYC home?
A: 350', '
Q: How many national newspapers out of the three are from New York?
A: 2', '
Q: Which two national newspapers are located in New York?
A: The Wall Street Journal and The New York Times', '
Q: When was the New York Daily News founded?
A: 1919']
The television industry developed in New York and is a significant employer in the city's economy. The three major American broadcast networks are all headquartered in New York: ABC, CBS, and NBC. Many cable networks are based in the city as well, including MTV, Fox News, HBO, Showtime, Bravo, Food Network, AMC, and Comedy Central. The City of New York operates a public broadcast service, NYCTV, that has produced several original Emmy Award-winning shows covering music and culture in city neighborhoods and city government.

Questions and answers:
['
Q: Along with ABC and NBC, what other major broadcaster is based in New York?
A: CBS', "
Q: What is the name of the city's public television service?
A: NYCTV", '
Q: What comedy channel on cable television is headquartered in New York?
A: Comedy Central', '
Q: What cable news channel is based in New York?
A: Fox News']
New York is also a major center for non-commercial educational media. The oldest public-access television channel in the United States is the Manhattan Neighborhood Network, founded in 1971. WNET is the city's major public television station and a primary source of national Public Broadcasting Service (PBS) television programming. WNYC, a public radio station owned by the city until 1997, has the largest public radio audience in the United States.

Questions and answers:
['
Q: What is the name of the first public-access TV channel in the country?
A: Manhattan Neighborhood Network', '
Q: In what year did the Manhattan Neighborhood Network begin?
A: 1971', '
Q: What is the primary public television station in New York?
A: WNET', '
Q: What is the largest public radio station in the US by audience size?
A: WNYC', '
Q: In what year did the city cease to own WNYC?
A: 1997', '
Q: The public-assess TV channel that has been around the longest in the US in what?
A: Manhattan Neighborhood Network', '
Q: When was the Manhattan Neighborhood Network created?
A: 1971', '
Q: The largest public radio station by listeners is what in New York?
A: WNYC']
The New York City Public Schools system, managed by the New York City Department of Education, is the largest public school system in the United States, serving about 1.1 million students in more than 1,700 separate primary and secondary schools. The city's public school system includes nine specialized high schools to serve academically and artistically gifted students.

Questions and answers:
['
Q: What city department runs the public school system?
A: New York City Department of Education', '
Q: How many students are in New York City public schools?
A: 1.1 million', '
Q: About how many public schools are there in New York City?
A: 1,700', '
Q: How many high schools for gifted students does New York City have?
A: nine', '
Q: How many students regularly attend schools in NYC?
A: 1.1 million', '
Q: How many highschools are specialized in NYC?
A: nine']
The New York City Charter School Center assists the setup of new charter schools. There are approximately 900 additional privately run secular and religious schools in the city.

Questions and answers:
['
Q: What institution aids in the creation of charter schools in New York?
A: New York City Charter School Center', '
Q: About how many private schools does New York have?
A: 900']
Over 600,000 students are enrolled in New York City's over 120 higher education institutions, the highest number of any city in the United States, including over half million in the City University of New York (CUNY) system alone in 2014. In 2005, three out of five Manhattan residents were college graduates, and one out of four had a postgraduate degree, forming one of the highest concentrations of highly educated people in any American city. New York City is home to such notable private universities as Barnard College, Columbia University, Cooper Union, Fordham University, New York University, New York Institute of Technology, Pace University, and Yeshiva University. The public CUNY system is one of the largest universities in the nation, comprising 24 institutions across all five boroughs: senior colleges, community colleges, and other graduate/professional schools. The public State University of New York (SUNY) system also serves New York City, as well as the rest of the state. The city also has other smaller private colleges and universities, including many religious and special-purpose institutions, such as St. John's University, The Juilliard School, Manhattan College, The College of Mount Saint Vincent, The New School, Pratt Institute, The School of Visual Arts, The King's College, and Wagner College.

Questions and answers:
['
Q: About how many students attend schools in the City University of New York system?
A: half million', '
Q: What fraction of Manhattan residents graduated from college?
A: three out of five', '
Q: What fraction of Manhattan residents have graduate degrees?
A: one out of four', '
Q: The City University of New York system consists of how many institutions?
A: 24', '
Q: How many students in New York partcipate in higher education?
A: 600,000']
The New York Public Library, which has the largest collection of any public library system in the United States, serves Manhattan, the Bronx, and Staten Island. Queens is served by the Queens Borough Public Library, the nation's second largest public library system, while the Brooklyn Public Library serves Brooklyn.

Questions and answers:
['
Q: What is the largest library in the United States?
A: The New York Public Library', '
Q: What is the second largest library in the US?
A: Queens Borough Public Library', '
Q: What is the name of the library system in Queens?
A: Queens Borough Public Library', "
Q: What is Brooklyn's public library system called?
A: Brooklyn Public Library", '
Q: Along with Staten Island and the Bronx, what borough is served by the New York Public Library?
A: Manhattan']
The New York City Health and Hospitals Corporation (HHC) operates the public hospitals and clinics in New York City. A public benefit corporation with $6.7 billion in annual revenues, HHC is the largest municipal healthcare system in the United States serving 1.4 million patients, including more than 475,000 uninsured city residents. HHC was created in 1969 by the New York State Legislature as a public benefit corporation (Chapter 1016 of the Laws 1969). It is similar to a municipal agency but has a Board of Directors. HHC operates 11 acute care hospitals, five nursing homes, six diagnostic and treatment centers, and more than 70 community-based primary care sites, serving primarily the poor and working class. HHC's MetroPlus Health Plan is one of the New York area's largest providers of government-sponsored health insurance and is the plan of choice for nearly half million New Yorkers.

Questions and answers:
['
Q: The largest municipal healthcare in the US is what?
A: New York City Health and Hospitals Corporation', '
Q: How many hospitals does HHC operate?
A: 11', '
Q: What is the yearly revenue of the New York City Health and Hospitals Corporation?
A: $6.7 billion', '
Q: How many patients are served annually by HHC?
A: 1.4 million', '
Q: How many uninsured New Yorkers take advantage of HHC?
A: 475,000', '
Q: In what year was the New York City Health and Hospitals Corporation founded?
A: 1969', '
Q: How many nursing homes does HHC operate?
A: five']
The most well-known hospital in the HHC system is Bellevue Hospital, the oldest public hospital in the United States. Bellevue is the designated hospital for treatment of the President of the United States and other world leaders if they become sick or injured while in New York City. The president of HHC is Ramanathan Raju, MD, a surgeon and former CEO of the Cook County health system in Illinois.

Questions and answers:
['
Q: The public hospital that has been around the longest in the US is what?
A: Bellevue Hospital', '
Q: Who is the president of HHC?
A: Ramanathan Raju', '
Q: What was the first public hospital founded in the United States?
A: Bellevue Hospital', '
Q: If the Prime Minister of the United Kingdom becomes sick in New York City, what hospital does he go to?
A: Bellevue Hospital', '
Q: Who is the HHC president?
A: Ramanathan Raju, MD', '
Q: In what state did the president of HHC previously work?
A: Illinois', "
Q: What was the president of HHC's previous job title?
A: CEO"]