wanyu/IteraTeR_v2 huggingface dataset:
Original:  These models allow scientists to view how a multitude of different variables interact with one another, and they illustrate one picture in how earth 's climate interacts with itself.
Revised:  These models allow scientists to view how a multitude of different variables interact with one another, and they illustrate one grand picture of how the Earth 's climate interacts with itself.
Edit intent: clarity
Original:  Risk Assessment A major component of hydrometeorology is mitigating the risk associated with flooding and other hydrological threats.
Revised:  Risk assessment A major component of hydrometeorology is mitigating the risk associated with flooding and other hydrological threats.
Edit intent: fluency
Original:  Finally, there has to be proper response protocols in place to protect the public during a dangerous event.
Revised:  Finally, there must be proper response protocols in place to protect the public during a dangerous event.
Edit intent: coherence
Original:  Operational Hydrometeorology in Practice [[File:
Revised:  Operational hydrometeorology in practice [[File:
Edit intent: fluency
Original: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorlogical Prediction Center ( Now Weather Prediction Center)]] Countries with a current operational hydrometeorology service include, among others:
Revised: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorological Prediction Center ( Now Weather Prediction Center)]] Countries with a current operational hydrometeorology service include, among others:
Edit intent: fluency
Original: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorlogical Prediction Center ( Now Weather Prediction Center)]] Countries with a current operational hydrometeorology service include, among others:
Revised: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorlogical Prediction Center ( now the Weather Prediction Center)]] Countries with a current operational hydrometeorology service include, among others:
Edit intent: fluency
Original: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorlogical Prediction Center ( Now Weather Prediction Center)]] Countries with a current operational hydrometeorology service include, among others:
Revised: 1932 Velasco hurricane rainfall totals.png|Rainfall forecasts for the 1932 Velasco Hurricane produced by the US Hydrometeorlogical Prediction Center ( Now Weather Prediction Center)]] Countries with a current operational hydrometeorological service include, among others:
Edit intent: fluency
Original:  Australia Canada England and Wales (Flood Forecasting Centre) France India Scotland Serbia Russia The United States of America Brazil External links World Meteorological Organization  List of national hydrological and hydrometeorological services
Revised:  Australia Canada England and Wales (Flood Forecasting Centre) France India Scotland Serbia Russia The United States of America Brazil External links World Meteorological Organization – List of national hydrological and hydrometeorological services
Edit intent: fluency
Original:  Hydrologists often use meteorologists and data provided by meteorologists.
Revised:  Hydrologists often use data provided by meteorologists.
Edit intent: clarity
Original:  He is the son of Episcopal Bishop Quintin E. Primo URL
Revised:  He is the son of Episcopal Bishop Quintin E. Primo Jr.
Edit intent: clarity
Original:  It is a 10-bed compact unit.
Revised:  It is a 10-bedded compact unit.
Edit intent: fluency
Original: Within LUTH there are eight major departments.
Revised: LUTH has eight major departments.
Edit intent: clarity
Original:  Within these departments, there are subdepartments and specialist units.
Revised:  Within these departments, there are sub-departments and specialist units.
Edit intent: fluency
Original:  The main departments are: Dentistry Internal medicine Obstetrics and Gynaecology Laboratory medicine Paediatrics Oncology Surgery Allied Services Capabilities LUTH is the largest teaching hospital in Nigeria with 761 beds.
Revised:  The main departments are: Dentistry Internal medicine Obstetrics and Gynaecology Laboratory medicine Paediatrics Oncology Surgery Allied Services Description LUTH is the largest teaching hospital in Nigeria with 761 beds.
Edit intent: coherence
Original:  It serves the 25 million population of Lagos State.
Revised:  . It serves about 25 million population of Lagos State.
Edit intent: clarity
Original:  It serves the 25 million population of Lagos State.
Revised:  It serves the 25 million people in Lagos State.
Edit intent: clarity
Original:   The teaching hospital is training students from the College of Medicine at the University of Lagos in the Medical, Dental, Pharmacology and other departments.
Revised:  . The teaching hospital is training students from the College of Medicine at the University of Lagos in the Medical, Dental, Pharmacology and other departments.
Edit intent: fluency
Original:   The teaching hospital is training students from the College of Medicine at the University of Lagos in the Medical, Dental, Pharmacology and other departments.
Revised:  The teaching hospital trains students in the College of Medicine at the University of Lagos in the Medical, Dental, Pharmacology and other departments.
Edit intent: clarity
Original:  One of the main facilities within the Lagos University Teaching Hospital in the ICU unit.
Revised:  One of the main facilities within the Lagos University Teaching Hospital is the ICU unit.
Edit intent: clarity
Original:  Established in September 1963, the unit serves as the first line of care for patients with serious to life-threatening conditions or injuries.
Revised:  which was established on September 1963. The unit serves as the first line of care for patients with serious to life-threatening conditions or injuries.
Edit intent: coherence
Original:  On  average, the neonatal unit facilitates around 2500 deliveries per year.
Revised:  On the average, the neonatal unit facilitates around 2500 deliveries per year.
Edit intent: fluency
Original:  On  average, the neonatal unit facilitates around 2500 deliveries per year.
Revised:  On average, the neonatal unit takes the delivery of about 2500 deliveries per year.
Edit intent: clarity
Original:  The Neonatal unit has two postnatal wards and a labour ward with fourteen rooms and two theatres .
Revised:  The Neonatal unit has two postnatal wards and a labour ward with fourteen rooms and two theaters .
Edit intent: fluency
Original:  Both of these sub-wards have a capacity of 40 babies.
Revised:  Both sub-wards have a capacity of 40 babies.
Edit intent: clarity
Original:  Both of these sub-wards have a capacity of 40 babies.
Revised:  Both of these sub-wards have a capacity to accomodate 40 babies.
Edit intent: clarity
Original:  The neonatal facility also has a section dedicated to assisting women to fall pregnant (conception).
Revised:  The neonatal facility also has a section dedicated to assisting women who are looking for the fruit of the womb. Helping with (conception).
Edit intent: clarity
Original: Cato was an enslaved African American who served as an American Black Patriot spy and courier gathering intelligence with his enslaver, Hercules Mulligan, who was a "sub-agent of the Culper Ring" in New York City .Rose, Alexander during the American Revolutionary War.
Revised: Cato was an enslaved African American Black Patriot spy and courier gathering intelligence with his enslaver, Hercules Mulligan, who was a "sub-agent of the Culper Ring" in New York City .Rose, Alexander during the American Revolutionary War.
Edit intent: clarity
Original: Cato was an enslaved African American who served as an American Black Patriot spy and courier gathering intelligence with his enslaver, Hercules Mulligan, who was a "sub-agent of the Culper Ring" in New York City .Rose, Alexander during the American Revolutionary War.
Revised: Cato was an enslaved African American who served as an American Black Patriot spy and courier during the American Revolution. Cato's enslaver, Hercules Mulligan, who was a "sub-agent of the Culper Ring" in New York City .Rose, Alexander during the American Revolutionary War.
Edit intent: clarity
Original:  American Revolution Early activities Mulligan had a fashionable clothing business, which, along with his marriage to Elizabeth Sanders, daughter of a Royal Navy admiral, gave him access to officers who would talk to him about military matters.
Revised:  Culper Ring Mulligan had a fashionable clothing business, which, along with his marriage to Elizabeth Sanders, daughter of a Royal Navy admiral, gave him access to officers who would talk to him about military matters.
Edit intent: clarity
Original:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of the date that Robert Townsend, alias "Samuel Culper, Jr.", sent his first intelligence letter, Stephen Knott has written that Mulligan began his spying activities in late 1776 or early 1777, well before formation of the Culper Ring .
Revised:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of Robert Townsend, alias "Samuel Culper, Jr.", sent his first intelligence letter, Stephen Knott has written that Mulligan began his spying activities in late 1776 or early 1777, well before formation of the Culper Ring .
Edit intent: clarity
Original:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of the date that Robert Townsend, alias "Samuel Culper, Jr.", sent his first intelligence letter, Stephen Knott has written that Mulligan began his spying activities in late 1776 or early 1777, well before formation of the Culper Ring .
Revised:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of the date that Robert Townsend, alias "Samuel Culper, Jr.", sending his first intelligence letter, Stephen Knott has written that Mulligan began his spying activities in late 1776 or early 1777, well before formation of the Culper Ring .
Edit intent: fluency
Original:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of the date that Robert Townsend, alias "Samuel Culper, Jr.", sent his first intelligence letter, Stephen Knott has written that Mulligan began his spying activities in late 1776 or early 1777, well before formation of the Culper Ring .
Revised:  Although Historian Alexander Rose has written that Mulligan began activities within six weeks of the date that Robert Townsend, alias "Samuel Culper, Jr.", sent his first intelligence letter, historian Stephen Knott writes that they began spying in late 1776 or early 1777, well before formation of the Culper Ring .
Edit intent: clarity
Original:  Cato would return with the translations and intelligence that Mulligan could report to his contact with Washington at Continental Army headquarters , Alexander Hamilton.
Revised:  Cato would return with the translations and intelligence that Mulligan could report to Hamilton and Washington at Continental Army headquarters , Alexander Hamilton.
Edit intent: clarity
Original:  Mulligan capitalized on his contacts with the British when he learned that British General William Howe was planning to move south in summer 1777.
Revised:  British troop movements
Edit intent: clarity
Original:  Many of the soldiers were Mulligan's customers,  knew Cato and let him  pass to New Jersey with his intelligence about Howe's activities and movements in one of the packages and later return to New York . Although Howe was able to land his troops at the northern end of Chesapeake Bay and advance northward toward Philadelphia, the Patriot capital, Washington prepared defenses against Howe's movements at Red Clay Creek.
Revised:  Many of the soldiers were Mulligan's customers, and therefore knew Cato and let him pass to New Jersey with his intelligence about Howe's activities and movements in one of the packages and later return to New York . Although Howe was able to land his troops at the northern end of Chesapeake Bay and advance northward toward Philadelphia, the Patriot capital, Washington prepared defenses against Howe's movements at Red Clay Creek.
Edit intent: coherence
Original:  Many of the soldiers were Mulligan's customers,  knew Cato and let him  pass to New Jersey with his intelligence about Howe's activities and movements in one of the packages and later return to New York . Although Howe was able to land his troops at the northern end of Chesapeake Bay and advance northward toward Philadelphia, the Patriot capital, Washington prepared defenses against Howe's movements at Red Clay Creek.
Revised:  Many of the soldiers were Mulligan's customers, knew Cato and let him pass to New Jersey and return to New York . Although Howe was able to land his troops at the northern end of Chesapeake Bay and advance northward toward Philadelphia, the Patriot capital, Washington prepared defenses against Howe's movements at Red Clay Creek.
Edit intent: coherence
Original:  Culper Ring%DIFDELCMD < %DIFDELCMD < %%% Mulligan's business was near Robert Townsend's establishment.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Mulligan's business was near Robert Townsend's establishment.
Edit intent: coherence
Original:  Mulligan also sent Cato by a more direct route to Washington, who consequently had the information several days before the Culper letter arrived .
Revised:  Mulligan also sent Cato by a more direct route to Washington, who moved his troops and thwarted the attack .
Edit intent: coherence
Original:  Because no correspondence with Mulligan's name or a recognized alias on it survives, a complete record of his, and Cato's, activities during the American Revolution can not be compiled.
Edit intent: coherence
Original:  Aftermath%DIFDELCMD < %DIFDELCMD < %%% Mulligan was cleared of suspicions that he might have had Loyalist sympathies in dramatic fashion when George Washington had breakfast with him on the day after the British evacuated the city and Washington entered it at the end of the war.
Revised:  %DIFDELCMD < %DIFDELCMD < %%% Mulligan was cleared of suspicions that he might have had Loyalist sympathies in dramatic fashion when George Washington had breakfast with him on the day after the British evacuated the city and Washington entered it at the end of the war.
Edit intent: fluency
Original:  Although nothing definite has been found about Cato's life after the American Revolutionary War , it is known that on January 25, 1785, Mulligan became one of the 19 founding members, along with Alexander Hamilton and John Jay, of the New York Manumission Society,Chernow, 2005, p. 214. an early American organization founded to promote abolition (or Manumission) of slavery.
Revised:  Cato's life after the American Revolutionary War , it is known that on January 25, 1785, Mulligan became one of the 19 founding members, along with Alexander Hamilton and John Jay, of the New York Manumission Society,Chernow, 2005, p. 214. an early American organization founded to promote abolition (or Manumission) of slavery.
Edit intent: clarity
Original:  Although nothing definite has been found about Cato's life after the American Revolutionary War , it is known that on January 25, 1785, Mulligan became one of the 19 founding members, along with Alexander Hamilton and John Jay, of the New York Manumission Society,Chernow, 2005, p. 214. an early American organization founded to promote abolition (or Manumission) of slavery.
Revised:  Although nothing definite has been found about Cato's life and activities following the American Revolutionary War , it is known that on January 25, 1785, Mulligan became one of the 19 founding members, along with Alexander Hamilton and John Jay, of the New York Manumission Society,Chernow, 2005, p. 214. an early American organization founded to promote abolition (or Manumission) of slavery.
Edit intent: clarity
Original:  Although nothing definite has been found about Cato's life after the American Revolutionary War , it is known that on January 25, 1785, Mulligan became one of the 19 founding members, along with Alexander Hamilton and John Jay, of the New York Manumission Society,Chernow, 2005, p. 214. an early American organization founded to promote abolition (or Manumission) of slavery.
Revised:  Although nothing definite has been found about Cato's life after the American Revolutionary War are unknown.
Edit intent: clarity
Original:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War spy thriller period drama series, Turn: Washington's Spies , based on Alexander Rose's historical book Washington's Spies: The Story of America's First Spy Ring (2007).
Revised:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War period drama Turn: Washington's Spies , based on Alexander Rose's historical book Washington's Spies: The Story of America's First Spy Ring (2007).
Edit intent: clarity
Original:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War spy thriller period drama series, Turn: Washington's Spies , based on Alexander Rose's historical book Washington's Spies: The Story of America's First Spy Ring (2007).
Revised:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War spy thriller period drama series, Turn: Washington's Spies based on Alexander Rose's historical book Washington's Spies: The Story of America's First Spy Ring (2007).
Edit intent: fluency
Original:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War spy thriller period drama series, Turn: Washington's Spies , based on Alexander Rose's historical book Washington's Spies: The Story of America's First Spy Ring (2007).
Revised:  In popular culture %DIFDELCMD < %DIFDELCMD < %%% The Culper Ring is depicted in the fictionalized AMC American Revolutionary War spy thriller period drama series, Turn: Washington's Spies , based on Alexander Rose's book Washington's Spies: The Story of America's First Spy Ring (2007).
Edit intent: clarity
Original:  AMC Picks Up ‘Halt Catch Fire’%DIFDELCMD < & %%% ‘Turn’ To Series.
Revised:  AMC Picks Up ‘Halt %DIFDELCMD < & %%% ‘Turn’ To Series.
Edit intent: fluency
Original:  Mulligan and Cato are portrayed in the fourth and final URL Internet Movie Database cast list for Turn . Retrieved May 28, 2014.</ref> See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War  Notes References Andreeva, Nellie.
Revised:  Mulligan and Cato are portrayed in the fourth and final . Retrieved May 28, 2014.</ref> See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War Notes References Andreeva, Nellie.
Edit intent: coherence
Original:  Mulligan and Cato are portrayed in the fourth and final URL Internet Movie Database cast list for Turn . Retrieved May 28, 2014.</ref> See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War  Notes References Andreeva, Nellie.
Revised:  Mulligan and Cato are portrayed in the fourth and final URL Internet Movie Database cast list for Turn season. See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War Notes References Andreeva, Nellie.
Edit intent: clarity
Original:  Mulligan and Cato are portrayed in the fourth and final URL Internet Movie Database cast list for Turn . Retrieved May 28, 2014.</ref> See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War  Notes References Andreeva, Nellie.
Revised:  Mulligan and Cato are portrayed in the fourth and final URL Internet Movie Database cast list for Turn . Retrieved May 28, 2014.</ref> See also %DIFDELCMD < %DIFDELCMD < %%% Intelligence in the American Revolutionary War Intelligence operations in the American Revolutionary War References Andreeva, Nellie.
Edit intent: clarity
Original:  AMC Picks Up ‘Halt%DIFDELCMD < & %%% Catch Fire’ ‘Turn’ To Series.
Revised:  AMC Picks Up ‘Halt%DIFDELCMD < & %%% ‘Turn’ To Series.
Edit intent: coherence
Original: The New Indian Antiquary was published between 1938New Indian Antiquary  South Asia Archive, 2014.
Revised: The New Indian Antiquary was published between 1938New Indian Antiquary . South Asia Archive, 2014.
Edit intent: fluency
Original:  Lewis Rice to decipher important inscriptions,History  Archaeological Survey of India, 2011.
Revised:  Lewis Rice to decipher important inscriptions,History , Archaeological Survey of India, 2011.
Edit intent: fluency
Original:  Mazgaon, Bombay: B. Miller, British India Press, pp. 3-4. though no contributor or editor was ever paid for their work and the editors often had to support the publication out of their own pockets.
Revised:  Mazgaon, Bombay: B. Miller, British India Press, pp. 3-4. although no contributor or editor was ever paid for their work and the editors often had to support the publication out of their own pockets.
Edit intent: fluency
Original:  It was also pioneering in its recording of Indian folklore and folktales .
Revised:  It was also pioneering in its recording of Indian folklore .
Edit intent: clarity
Original: thumbnail|Cover page of a 1931 edition of The Indian Antiquary The Indian Antiquary, A journal of oriental research in archaeology, history, literature, language, philosophy, religion, folklore, &c, &c, (subtitle varies) was a journal of original research relating to India, published between 1872 and 1933.
Revised:  The Indian Antiquary The Indian Antiquary, A journal of oriental research in archaeology, history, literature, language, philosophy, religion, folklore, &c, &c, (subtitle varies) was a journal of original research relating to India, published between 1872 and 1933.
Edit intent: clarity
Original: thumbnail|Cover page of a 1931 edition of The Indian Antiquary The Indian Antiquary, A journal of oriental research in archaeology, history, literature, language, philosophy, religion, folklore, &c, &c, (subtitle varies) was a journal of original research relating to India, published between 1872 and 1933.
Revised: thumbnail|Cover page of a 1931 edition of The Indian Antiquary : A journal of oriental research in archaeology, history, literature, language, philosophy, religion, folklore, &c, &c, (subtitle varies) was a journal of original research relating to India, published between 1872 and 1933.
Edit intent: fluency
Original: Hermanus Carel du Preez (born in Hartswater, South Africa) is a South African rugby union player for the in the Currie Cup and in the Rugby Challenge.
Revised: Hermanus Carel du Preez (born in Hartswater, South Africa) is a South African rugby union player for the in the Currie Cup and the Rugby Challenge.
Edit intent: fluency
Original:  Poppelreuter had let himself namely 1923/24 , sabbatical and turned to ergonomic issues at Gelsenkirchen mine association.
Revised:  Poppelreuter had given himself a sabbatical in 1923/24 , sabbatical and turned to ergonomic issues at Gelsenkirchen mine association.
Edit intent: fluency
Original:  Poppelreuter had let himself namely 1923/24 , sabbatical and turned to ergonomic issues at Gelsenkirchen mine association.
Revised:  Poppelreuter had let himself namely 1923/24 and turned to ergonomic issues at Gelsenkirchen mine association.
Edit intent: clarity
Original:  Hannelore Kohl was then in 1990 returned to it conferred in 1986 Poppelreuter medal .
Revised:  In 1990, Hannelore Kohl returned the Poppelreuter medal conferred in 1986.
Edit intent: clarity