umarzein/databricks-dolly-15k-en huggingface dataset:
Question: What are data warehouses design patterns
Context: Bottom-up design
In the bottom-up approach, data marts are first created to provide reporting and analytical capabilities for specific business processes. These data marts can then be integrated to create a comprehensive data warehouse. The data warehouse bus architecture is primarily an implementation of "the bus", a collection of conformed dimensions and conformed facts, which are dimensions that are shared (in a specific way) between facts in two or more data marts.[25]

Top-down design
The top-down approach is designed using a normalized enterprise data model. "Atomic" data, that is, data at the greatest level of detail, are stored in the data warehouse. Dimensional data marts containing data needed for specific business processes or specific departments are created from the data warehouse.[26]

Hybrid design
Data warehouses (DW) often resemble the hub and spokes architecture. Legacy systems feeding the warehouse often include customer relationship management and enterprise resource planning, generating large amounts of data. To consolidate these various data models, and facilitate the extract transform load process, data warehouses often make use of an operational data store, the information from which is parsed into the actual DW. To reduce data redundancy, larger systems often store the data in a normalized way. Data marts for specific reports can then be built on top of the data warehouse.

A hybrid DW database is kept on third normal form to eliminate data redundancy. A normal relational database, however, is not efficient for business intelligence reports where dimensional modeling is prevalent. Small data marts can shop for data from the consolidated warehouse and use the filtered, specific data for the fact tables and dimensions required. The DW provides a single source of information from which the data marts can read, providing a wide range of business information. The hybrid architecture allows a DW to be replaced with a master data management repository where operational (not static) information could reside.

The data vault modeling components follow hub and spokes architecture. This modeling style is a hybrid design, consisting of the best practices from both third normal form and star schema. The data vault model is not a true third normal form, and breaks some of its rules, but it is a top-down architecture with a bottom up design. The data vault model is geared to be strictly a data warehouse. It is not geared to be end-user accessible, which, when built, still requires the use of a data mart or star schema-based release area for business purposes.
Answer: * Bottom-Up approach: Supporting f
Question: Extract all the academic degrees from the text
Context: Schmidt was born in Falls Church, Virginia, and grew up in Falls Church and Blacksburg, Virginia.[5][19] He is one of three sons of Eleanor, who had a master's degree in psychology, and Wilson Emerson Schmidt, a professor of international economics at Virginia Tech and Johns Hopkins University, who worked at the U.S. Treasury Department during the Nixon Administration.[5][19] Schmidt spent part of his childhood in Italy as a result of his father's work and has stated that it had changed his outlook.[20]

Schmidt graduated from Yorktown High School in the Yorktown neighborhood of Arlington County, Virginia, in 1972, after earning eight varsity letter awards in long-distance running.[21][22] He attended Princeton University, starting as an architecture major and switching to electrical engineering, earning a Bachelor of Science in Engineering degree in 1976.[23][24]

From 1976 to 1980, Schmidt resided at the International House Berkeley, where he met his future wife, Wendy Boyle.

In 1979, at the University of California, Berkeley, Schmidt earned an M.S. degree for designing and implementing a network (Berknet) linking the campus computer center with the CS and EECS departments.[25] There, he also earned a PhD degree in 1982 in EECS, with a dissertation about the problems of managing distributed software development and tools for solving these problems.[26]
Answer: Master's Degree in Psychology
Bachelor of Science in Engineering
Master's of Science
PhD in EECS
Question: When was the Berlin wall torn down?
Context: After World War II and its subsequent occupation by the victorious countries, the devastated city was divided; West Berlin became a de facto exclave of West Germany, surrounded by the Berlin Wall (from August 1961 to November 1989) and East German territory.[14] East Berlin was declared capital of East Germany, while Bonn became the West German capital. Following German reunification in 1990, Berlin once again became the capital of all of Germany.
Answer: The Berlin wall was torn down in 1989.
Question: Given a reference text about parks in Edina, determine the average size of its parks.
Context: Edina's parkland and open space total more than 1,550 acres (6.3 km2). The Edina Park and Recreation Department oversees 44 parks, which include amenities such as baseball, football and soccer fields; softball diamonds; basketball and tennis courts; outdoor skating rinks; playground equipment for young children; and picnic shelters. The Department also maintains eight miles (13 km) of scenic pathways for bicycling, walking, jogging, cross-country skiing and snowshoeing.[52]
Answer: Since there are 44 total parks and a total of 1,550 acres across all parks, the average size of each park would be about 35 acres, because 1,550 divided by 44 is 35 after rounding to the nearest whole number.
Question: What is the capital of Hawaii?
Context: Honolulu means "sheltered harbor"[9] or "calm port" in Hawaiian;[10] its old name, Kou, roughly encompasses the area from Nuʻuanu Avenue to Alakea Street and from Hotel Street to Queen Street, which is the heart of the present downtown district.[11] The city's desirability as a port accounts for its historical growth and importance in the Hawaiian archipelago and the broader Pacific region. Honolulu has been the capital of the Hawaiian Islands since 1845, first of the independent Hawaiian Kingdom, and after 1898 of the U.S. territory and state of Hawaii. The city gained worldwide recognition following Japan's attack on nearby Pearl Harbor on December 7, 1941, which prompted the entry of the U.S. into World War II; the harbor remains a major naval base, hosting the U.S. Pacific Fleet, the world's largest naval command.[12]
Answer: Honolulu has been the capital of Hawaii since 1845. Honolulu has been the capital of the independent Hawaiian Kingdom and since 1898 of the U.S. territory and state of Hawaii.
Question: What's the main benefits of a Subaru Forester Wilderness?
Context: Alongside the facelift model, Subaru released a new model called the Forester Wilderness for the North American market. It is intended to be a more off-road-oriented version of the Forester, and is positioned between the Limited and Touring trim levels in the Forester lineup. Visually, the Forester has more body cladding, and on the inside, copper-colored accents.[60] It features a 0.5 inches (13 mm) lift for a total of 9.2 inches (230 mm) of ground clearance, the Wilderness also has all-terrain tires, a modified final drive ratio, and a stronger roof rack than previous models. Subaru's StarTex water-repellent seats are also standard.

The Wilderness is powered by the same 2.5-liter FB25D naturally-aspirated four cylinder engine powering other North American market Foresters. The Wilderness uses an Enhanced Dual-Function X-Mode version. The X-Mode is upgraded and re-tuned, with settings for snow, dirt, deep snow and mud. Additional wheel-slip is allowed to occur, which provides an advantage in harsh driving conditions.
Answer: The Forester Wilderness provides 0.5 inches (13 mm) lift that increases ground clearance to 9.2 inches (230mm). 
The vehicle comes with all-terrain tires, modified final drive ratio, stronger roof rack, and water-repellent seats. 
The engine size is the same, but it includes an enhanced dual-function x-mode with additional wheel-slip allowance to handle harsh driving conditions in snow, dirt, deep snow, and mud.
Question: Given this paragraph about battles during India Independence day, what was the date when India win the Independence
Context: August 15, 1947
Answer: Independence Day is celebrated annually on 15 August as a public holiday in India commemorating the nation's independence from the United Kingdom on 15 August 1947, the day when the provisions of the Indian Independence Act, which transferred legislative sovereignty to the Indian Constituent Assembly, came into effect. India retained King George VI as head of state until its transition to a republic, when the Constitution of India came into effect on 26 January 1950 (celebrated as Indian Republic Day) and replaced the dominion prefix, Dominion of India, with the enactment of the sovereign law Constitution of India. India attained independence following the independence movement noted for largely non-violent resistance and civil disobedience.
Question: When was Galaga released?
Context: Galaga[a] is a 1981 fixed shooter arcade video game developed and published by Namco. In North America, it was released by Midway Manufacturing. It is the sequel to Galaxian (1979), Namco's first major video game hit in arcades. Controlling a starship, the player is tasked with destroying the Galaga forces in each stage while avoiding enemies and projectiles. Some enemies can capture a player's ship via a tractor beam, which can be rescued to transform the player into a "dual fighter" with additional firepower.
Answer: Galaga was released in 1981 as a fixed shooter arcade video game developed and published by Namco.
Question: Who is Asa Wood?
Context: Asa Butler Wood (August 26, 1865 - May 7, 1945) was an American politician and newspaper publisher, serving as a state senator in the U.S. state of Nebraska from 1924 to 1930. Born in Wapello County, Iowa. Wood entered the newspaper business as a printer in his teens In 1887, at the age of 21, he founded the Gering Courier, a newspaper he ran until his death in 1945.[1] He was known as "the dean of the newspapermen of the Nebraska Panhandle,” and was at one time president of the Nebraska Press Association. He was also a breeder of cattle, and, like many publishers of that time, the local postmaster.

In 1925, he was elected state senator of Nebraska's Thirty-third District. He served as a Republican senator through 1930, and was known as an advocate of clean government and irrigation policy.

Described as a "walking encyclopedia" of western Nebraska history,he served as president of the Nebraska Historical Society from 1936 to 1938.

He left the Courier to his son, Warren Wood, on his death in 1945.
Answer: Born in Iowa, Asa Wood was a politician and newspaper publisher who later served as a state senator of Nebraska.
Question: Who are the top 4 in EPL?
Context: The 2000s saw the rise of first Liverpool, and then Arsenal to real competitiveness, Chelsea finally breaking the duopoly by winning in 2004-05. The dominance of the so-called "Top Four" clubs. Arsenal, Chelsea, Liverpool and Manchester United[37][38] saw them finish at the top of the table for the bulk of the decade, thereby guaranteeing qualification for the UEFA Champions League. Only three other clubs managed to qualify for the competition during this period: Newcastle United (2001–02 and 2002–03), Everton (2004–05) and Tottenham Hotspur (2009–10) – each occupying the final Champions League spot, with the exception of Newcastle in the 2002–03 season, who finished third.

Following the 2003–04 season, Arsenal acquired the nickname "The Invincibles" as it became the first, and to date, only club to complete a Premier League campaign without losing a single game.[39][40]

In May 2008, Kevin Keegan stated that "Top Four" dominance threatened the division: "This league is in danger of becoming one of the most boring but great leagues in the world."[41] Premier League chief executive Richard Scudamore said in defence: "There are a lot of different tussles that go on in the Premier League depending on whether you're at the top, in the middle or at the bottom that make it interesting."[42]

Between 2005 and 2012 there was a Premier League representative in seven of the eight Champions League finals, with only "Top Four" clubs reaching that stage. Liverpool (2005), Manchester United (2008) and Chelsea (2012) won the competition during this period, with Arsenal (2006), Liverpool (2007), Chelsea (2008) and Manchester United (2009 and 2011) all losing Champions League finals.[43] Leeds United were the only non-"Top Four" side to reach the semi-finals of the Champions League, in the 2000–01 season. There were three Premier League teams in the Champions League semi-finals in 2006–07, 2007–08, and 2008–09, a feat only ever achieved five times (along with Serie A in 2002–03 and La Liga in 1999–2000).

Additionally, between the 1999–2000 and 2009–10 seasons, four Premier League sides reached UEFA Cup or Europa League finals, with only Liverpool managing to win the competition in 2001. Arsenal (2000), Middlesbrough (2006) and Fulham (2010) all lost their finals.[44]

Although the group's dominance was reduced to a degree after this period with the emergence of Manchester City and Tottenham, in terms of all-time Premier League points won they remain clear by some margin. As of the end of the 2021–22 season – the 27th season of the Premier League – Liverpool, in fourth place in the all-time points table, were over 300 points ahead of the next team, Tottenham Hotspur. They are also the only teams to maintain a winning average of over 50% throughout their entire Premier League tenures.[45]
Answer: Arsenal, Liverpool, Manchester United and Chelsea are know as the "Top Four" in the English Premier league.
Question: Who is the company Nestle
Context: Nestlé S.A.[a] (/ˈnɛsleɪ, -li, -əl/ NESS-lay, -⁠lee, -⁠əl,[5] French: [nɛsle], German: [ˈnɛstlə] (listen)) is a Swiss multinational food and drink processing conglomerate corporation headquartered in Vevey, Vaud, Switzerland. It is the largest publicly held food company in the world, measured by revenue and other metrics, since 2014.[6][7][8][9][10] It ranked No. 64 on the Fortune Global 500 in 2017[11] and No. 33 in the 2016 edition of the Forbes Global 2000 list of largest public companies.[12]
Answer: Nestle S.A. is a Swiss multinational food and drink processing conglomerate corporation headquartered in Vevey, Vaud, Switzerland. It is the largest publicly held food company in the world, measured by revenue and other metrics, since 2014.
Question: What is a Japanese dish of prepared rice, usually with some sugar and salt, accompanied by a variety of ingredients, such as seafood, often raw, and vegetables?
Context: Sushi (すし, 寿司, 鮨, 鮓, pronounced [sɯɕiꜜ] or [sɯꜜɕi]) is a Japanese dish of prepared vinegared rice (鮨飯, sushi-meshi), usually with some sugar and salt, accompanied by a variety of ingredients (ねた, neta), such as seafood, often raw, and vegetables. Styles of sushi and its presentation vary widely, but the one key ingredient is "sushi rice", also referred to as shari (しゃり), or sumeshi (酢飯).[1]

The inventor of modern sushi is believed to be Hanaya Yohei, who invented nigiri-zushi, a type of sushi most known today, in which seafood is placed on hand-pressed vinegared rice, around 1824 in the Edo period (1603–1867). It was the fast food of the chōnin class in the Edo period.[2][3][4]

Sushi is traditionally made with medium-grain white rice, though it can be prepared with brown rice or short-grain rice. It is very often prepared with seafood, such as squid, eel, yellowtail, salmon, tuna or imitation crab meat. Many types of sushi are vegetarian. It is often served with pickled ginger (gari), wasabi, and soy sauce. Daikon radish or pickled daikon (takuan) are popular garnishes for the dish.

Sushi is sometimes confused with sashimi, a similar dish in Japanese cuisine that consists of thinly sliced raw fish or occasionally meat.[5]
Answer: Sushi is the answer to the question.
Question: Which DJ Introduced BeatBullyz on the BBC Introducting stage?
Context: Since their formation, the Beatbullyz have had a busy career performing at local venues in Swindon. In 2008, they came 1st in Channel 4's unsigned band competition, which won them a chance to star in the soap opera Hollyoaks. In the same year, they released their album Rootz. In 2009, they got their break in the form of Radio 1's Big Weekend in Swindon, where they appeared on the "BBC Introducing" stage, introduced by Radio 1 DJ Huw Stephens. He invited them back for the Maida Vale Session in July. In August that year, they performed at the Moonfest as well as supporting Example in the later part of 2009.

In February 2010, they shared a stage with Scouting for Girls and backed N Dubz on their tour throughout March into April. Dappy from N Dubz said "Beatbullyz are too unique, I love them, no-one sounds like them, Beatbullyz all the way man."[4] They played their own gigs throughout April, including a performance at the Playaway Festival. The next month they were back at Radio 1's Big Weekend in Wales where Fearne Cotten introduced them, pledging her support when they headlined the BBC Introducing stage. They released their debut single Skillz that May.

In 2010 they shared a stage with Eliza Doolittle and performed at the Wireless Festival in July. They unveiled their second release, Bounce and then their third release Human Nature and the last release single Heartbeat Ft Lizzy Paterson.Beatbullyz played at the Big Arts Day in Swindon at Lydiard Park. They carried on touring, sharing the stage with such acts as Professor Green and Tinchy Stryder at Spa Bidlington. They recorded a track with, Lizzie Patterson, sister of Robert Patterson, in 2010. In August, they supported Jason Derulo on his UK tour as well as doing their own tour ending in February 2011. In September 2010, Beatbullyz released their album Human Nature and throughout December supported JLS on their tour across the UK in 2010. They supported Example in their hometown Swindon at the MECA. Bozo is featured on a track with another local from Swindon, Daine Gooden. In May 2011 they supported Coolio.
Answer: DJ Huw Stephens introduced BeatBullyz on the BBC Introducing stage on Radio 1.
Question: From this paragraph, give me a bullet points of colors sapphires be?
Context: Sapphires are a precious gemstone, a variety of the mineral corundum, consisting of aluminum oxide (α-Al2O3) with trace amounts of elements such as iron, titanium, chromium, copper, or magnesium. It is typically blue, but natural "fancy" sapphires also occur in yellow, purple, orange, and green colors; "parti sapphires" show two or more colors. The only color corundum stone that the term sapphire is not used for is red, which is called a ruby. [1] Pink colored corundum may be either classified as ruby or sapphire depending on locale. Commonly, natural sapphires are cut and polished into gemstones and worn in jewelry. They also may be created synthetically in laboratories for industrial or decorative purposes in large crystal boules. Because of the remarkable hardness of sapphires – 9 on the Mohs scale (the third hardest mineral, after diamond at 10 and moissanite at 9.5) – sapphires are also used in some non-ornamental applications, such as infrared optical components, high-durability windows, wristwatch crystals and movement bearings, and very thin electronic wafers, which are used as the insulating substrates of special-purpose solid-state electronics such as integrated circuits and GaN-based blue LEDs.
Answer: Sapphire can be :
- blue
- yellow
- purple
- orange
- green
- pink
Question: What is the main benefit of the fianchetto in chess openings?
Context: In chess, the fianchetto (English: /ˌfiənˈkɛtoʊ/ or /ˌfiənˈtʃɛtoʊ/;[1] Italian: [fjaŋˈketto] "little flank") is a pattern of development wherein a bishop is developed to the second rank of the adjacent b- or g-file, the knight pawn having been moved one or two squares forward.

The fianchetto is a staple of many "hypermodern" openings, whose philosophy is to delay direct occupation of the centre with the plan of undermining and destroying the opponent's occupied centre. It also regularly occurs in Indian defences. The fianchetto is less common in Open Games (1.e4 e5), but the king bishop is sometimes fianchettoed by Black in the Ruy Lopez or by White in an uncommon variation of the Vienna Game.

One of the major benefits of the fianchetto is that it often allows the fianchettoed bishop to become more active. A fianchettoed position, however, also presents some opportunities for the opponent: if the fianchettoed bishop can be exchanged, the squares the bishop was formerly protecting will become weak (see hole) and can form the basis of an attack (particularly if the fianchetto was performed on the kingside). Exchanging the fianchettoed bishop should not be done lightly, therefore, especially if the enemy bishop on same-coloured squares is still on the board.
Answer: The fianchetto follows the "hypermodern" opening philosophy. It lets a bishop become more active from the flanks, attacking the center of the board without directly occupying it.
Question: Who was the highest-paid College president in 2003-2004 in U.S.?
Context: The school first opened in 1962 as Marymount College, a women's junior college founded by the Religious of the Sacred Heart of Mary (RSHM). Due to financial hardship Marymount College sought to sell the books of its library. Donald E. Ross visited the campus to purchase the library, but was so inspired by the school he decided to stay and help it succeed. In 1971, a period of transition began, and the school was placed under the control of a lay board. At that time, Donald E. Ross was named president. In 1974, the name was changed to the College of Boca Raton.[1] The college was granted accreditation at Level II in 1986. In 1988, it was accredited at Level III. During this time, it was transformed from a two-year school to a four-year college with a master's program.

Entrance of Lynn University in Boca Raton
The College of Boca Raton became Lynn University in 1991 to honor its benefactors, the Lynn family.

In 2003–2004, Donald E. Ross was paid a salary of over $5,000,000, making him at the time the highest-paid college or university president in the nation.[2] Lynn University retained the national accounting firm KPMG to determine an equitable retirement compensation package for Ross considering his performance and 35-year term of service ("More than $4.5 million was put aside for his planned June 2006 retirement – an influx of cash designed to make up for decades of no retirement benefits" being allocated due to budget concerns).[3] This was a third of the endowment for the university. On July 1, 2006, Ross retired after 35 years as the university's president; Kevin M. Ross succeeded his father in office.

On October 22, 2012, the university hosted the third and final 2012 U.S. presidential debate between U.S. president Barack Obama and former Massachusetts governor Mitt Romney concerning U.S. foreign policy. The debate was held at the Keith C. and Elaine Johnson World Performing Arts Center and was moderated by journalist Bob Schieffer of CBS News.
Answer: In 2003–2004, Donald E. Ross was paid a salary of over $5,000,000, making him at the time the highest-paid college or university president in the nation.
Question: Where can the Amorphoscelis elegans be found
Context: Amorphoscelis elegans is a species of praying mantis found in Ghana, Guinea, Togo, and Equatorial Guinea (Bioko).[1][2]
Answer: Amorphoscelis elegans is a species of praying mantis found in Ghana, Guinea, Togo, and Equatorial Guinea (Bioko).