wanyu/IteraTeR_v2 huggingface dataset:
Original:  URL Kenyatta , William Ruto and Raphael Tuju 2013Uhuru Kenyatta is voted in as the fourth President of Kenya with William Ruto as his deputy president following the 2013 Kenyan General ElectionsChadwick Boseman Lupita Nyong'o 20142 MarchLupita Nyong'o wins the best supporting actress Oscar at the 86th Academy Awards for her role in 12 Years a Slave.
Revised:  URL Kenyatta , William Ruto and Raphael Tuju 2013Uhuru Kenyatta is voted in as the fourth President of Kenya with William Ruto as his deputy president following the 2013 Kenyan General Lupita Nyong'o 20142 MarchLupita Nyong'o wins the best supporting actress Oscar at the 86th Academy Awards for her role in 12 Years a Slave.
Edit intent: clarity
Original:  URL Kenyatta , William Ruto and Raphael Tuju 2013Uhuru Kenyatta is voted in as the fourth President of Kenya with William Ruto as his deputy president following the 2013 Kenyan General ElectionsChadwick Boseman Lupita Nyong'o 20142 MarchLupita Nyong'o wins the best supporting actress Oscar at the 86th Academy Awards for her role in 12 Years a Slave.
Revised:  URL Kenyatta , William Ruto and Raphael Tuju 2013Uhuru Kenyatta is voted in as the fourth President of Kenya with William Ruto as his deputy president following the 2013 Kenyan General ElectionsChadwick Boseman Elections20142 MarchLupita Nyong'o wins the best supporting actress Oscar at the 86th Academy Awards for her role in 12 Years a Slave.
Edit intent: clarity
Original:  BBC. Available from: URL Cited 15-10-20Uhuru Kenyatta and Raila Odinga 2018MarchAn investigative report reveals that Cambridge Analytica, a data analytics firm, played a critical role in President Uhuru Kenyatta’s two campaigns, in 2013 and 2017.
Revised:  BBC. Available from: URL Cited 15-10-202018MarchAn investigative report reveals that Cambridge Analytica, a data analytics firm, played a critical role in President Uhuru Kenyatta’s two campaigns, in 2013 and 2017.
Edit intent: clarity
Original: Elmenteitan culture Lane , Paul J. (2013-07-04).
Revised: Elmenteitan cultureLane , Paul J. (2013-07-04).
Edit intent: fluency
Original:  1st century AD YearDateEvent~1AD - 50ADThe Periplus of the Erythrean Sea, a graeco-roman manuscript is written.
Revised:  1st century AD YearDateEvent~1AD - 50ADThe Periplus of the Erythrean Sea, a Graeco-Roman manuscript is written.
Edit intent: fluency
Original:  Some of his ships are reported to have sank near Lamu Island.
Revised:  Some of his ships are reported to have sunk near Lamu Island.
Edit intent: fluency
Original:  Recent genetic tests done on local inhabitants confirmed Chinese ancestryChinese archaeologists' African quest for sunken ship of Ming admiral Available from: URL "Kenyan girl with Chinese blood steals limelight".
Revised:  Recent genetic tests done on local inhabitants confirmed Chinese ancestryChinese archaeologists' African quest for sunken ship of Ming admiral Available from: URL girl with Chinese blood steals limelight".
Edit intent: clarity
Original:  Parliamentary debates. page 1552-1553 196524 FebruaryAnti-colonial activist and socialist politician, Pio Gama Pinto is assassinated.
Revised:  Parliamentary debates. page 1552-1553196524 FebruaryAnti-colonial activist and socialist politician, Pio Gama Pinto is assassinated.
Edit intent: fluency
Original:  29 members of parliament including Kaggia defect from KANU to KPU . 196611 and 12 JuneThe 'Little general election' is held.
Revised:  29 members of parliament including Kaggia defect from KANU to KPU .196611 and 12 JuneThe 'Little general election' is held.
Edit intent: fluency
Original:  Kenya becomes a de-facto one party state.
Revised:  Kenya becomes a de facto one party state.
Edit intent: fluency
Original: "Dark Saturday in 1969 when Jomo ’ s visit to Kisumu turned bloody."
Revised: "Dark Saturday in 1969 when Jomo ' s visit to Kisumu turned bloody."
Edit intent: fluency
Original:  Wed October 24  2018.
Revised:  Wed October 24 , 2018.
Edit intent: fluency
Original:  "How attempted takeover of Moi Goverment [sic] by rebels flopped".
Revised:  "How attempted takeover of Moi Government [sic] by rebels flopped".
Edit intent: fluency
Original: Kenya ’ s Quest for a New Constitution: the Key Constitutional Moments.
Revised: Kenya ' s Quest for a New Constitution: the Key Constitutional Moments.
Edit intent: fluency
Original: Bensouda Drops President Kenyatta ’ s ICC Case.
Revised: Bensouda Drops President Kenyatta ' s ICC Case.
Edit intent: fluency
Original:  CapitalFM news URL 20152nd AprilThe Garissa University attack occurs.
Revised:  CapitalFM news URL AprilThe Garissa University attack occurs.
Edit intent: clarity
Original: Kenya ’ s opposition leader has been sworn in as the "people ’ s president".
Revised: Kenya ' s opposition leader has been sworn in as the "people ’ s president".
Edit intent: fluency
Original: Kenya ’ s opposition leader has been sworn in as the "people ’ s president".
Revised: Kenya ’ s opposition leader has been sworn in as the "people ' s president".
Edit intent: fluency
Original:  Available from: URL Cited 15-10-20Raila Odinga ‘sworn in’ as Kenya ’s people’ s president.
Revised:  Available from: URL Cited 15-10-20Raila Odinga ‘sworn in’ as Kenya 's people' s president.
Edit intent: fluency
Original:  This archaeological site yields a wealth of stone tools and hominin fossils that shape the understanding of human evolution and URL Naftali Temu wins the 10,000 metres race at the 1968 Summer Olympics in Mexico City becoming Kenya's first gold medalist.
Revised:  This archaeological site yields a wealth of stone tools and hominin fossils that shape the understanding of human evolution and development. Naftali Temu wins the 10,000 metres race at the 1968 Summer Olympics in Mexico City becoming Kenya's first gold medalist.
Edit intent: clarity
Original:  a member of the prominent Mazrui URL 1987Barack Obama visits Kenya for the first time to meet his father's URL Kenya hosts the All African Games1990 13 FebruaryThe body of Robert Ouko, the Kenyan Foreign Minister, is found.
Revised:  a member of the prominent Mazrui family. 1987Barack Obama visits Kenya for the first time to meet his father's URL Kenya hosts the All African Games1990 13 FebruaryThe body of Robert Ouko, the Kenyan Foreign Minister, is found.
Edit intent: clarity
Original:  a member of the prominent Mazrui URL 1987Barack Obama visits Kenya for the first time to meet his father's URL Kenya hosts the All African Games1990 13 FebruaryThe body of Robert Ouko, the Kenyan Foreign Minister, is found.
Revised:  a member of the prominent Mazrui URL 1987Barack Obama visits Kenya for the first time to meet his father's family. Kenya hosts the All African Games1990 13 FebruaryThe body of Robert Ouko, the Kenyan Foreign Minister, is found.
Edit intent: clarity
Original:  Millions of people with limited access to banking services, through their mobile phones, gain access to financial URL Story of M-Pesa.
Revised:  Millions of people with limited access to banking services, through their mobile phones, gain access to financial services.The Story of M-Pesa.
Edit intent: fluency
Original:  Available from: URL NovemberPresident Kibaki declares this day a public holiday following the election of Barack Obama to become the first African American president of the United URL UN Secretary general Kofi Annan handed names of the main suspects of the 2007 Post-election violence to the International Criminal Court2010MarchEntrepreneur and blogger Erik Hersman starts iHub, an innovation hub and hacker space.
Revised:  Available from: URL NovemberPresident Kibaki declares this day a public holiday following the election of Barack Obama to become the first African American president of the United States.2009the UN Secretary general Kofi Annan handed names of the main suspects of the 2007 Post-election violence to the International Criminal Court2010MarchEntrepreneur and blogger Erik Hersman starts iHub, an innovation hub and hacker space.
Edit intent: clarity
Original:  By 1994, the Ministry of Health would estimate that 200,000 people died of URL
Revised:  By 1994, the Ministry of Health would estimate that 200,000 people died of AIDS
Edit intent: style
Original:  Johnrose was best known as a tough-tackling defensive midfielder.
Revised:  He was a defensive midfielder.
Edit intent: clarity
Original:  Johnrose became a cult hero amongst Burnley fans who loved his dedication and commitment to the cause.
Revised:  Johnrose became a cult hero amongst Burnley fans for his dedication and commitment to the cause.
Edit intent: clarity
Original:  The split between Johnrose and Burnley would only last four months though, and he re-signed for the club on a week-to-week basis later the same year.
Revised:  The split between Johnrose and Burnley would only last four months though, and he re-signed for the club on a week-to-week basis 
Edit intent: clarity
Original:  This would not last long and Johnrose opted to re-sign for another of his old clubs, Bury.
Revised:  . Later he re-signed for another of his old clubs, Bury.
Edit intent: clarity
Original:  He served Bury well for three months before again moving , this time to Swansea City on a non-contract basis, making it three clubs in six months.
Revised:  After three months he again moved , this time to Swansea City on a non-contract basis, making it three clubs in six months.
Edit intent: clarity
Original:  Johnrose played an important role in helping Swansea City avoid relegation from the Third Division out of the Football League . Johnrose scored 3 crucial goals that season.
Revised:  Johnrose helped Swansea City avoid relegation from the Third Division out of the Football League . Johnrose scored 3 crucial goals that season.
Edit intent: clarity
Original:  Johnrose played an important role in helping Swansea City avoid relegation from the Third Division out of the Football League . Johnrose scored 3 crucial goals that season.
Revised:  Johnrose played an important role in helping Swansea City avoid relegation from the Third Division out of the Football League , scoring three crucial goals that season.
Edit intent: fluency
Original:  After recovering from a hamstring injury, Johnrose briefly became captain for a short time and reverted to his more familiar defensive central midfield role.
Revised:  After recovering from a hamstring injury, Johnrose briefly became captain and reverted to his more familiar defensive central midfield role.
Edit intent: clarity
Original:  The talk around Christmas 2003 was of a further 12-month contract extension at the end of that season , however, when manager Brian Flynn left the club by mutual consent in March 2004, Johnrose had his contract paid up and left the Swans within two days.
Revised:  Around Christmas 200, a further 12-month contract extension at the end of that season , however, when manager Brian Flynn left the club by mutual consent in March 2004, Johnrose had his contract paid up and left the Swans within two days.
Edit intent: clarity
Original:  Johnrose will always be associated in South Wales for his goal in the "Final Day" drama against Hull City, along with a thoroughly professional attitude that meant he often played out of position with minimal fuss.
Revised:  Johnrose 
Edit intent: coherence
Original:  Johnrose signed for Burnley for a third time on transfer deadline day (March 2004) and went on to help 'the Clarets' avoid relegation from the First Division.
Revised:  signed for Burnley for a third time on transfer deadline day (March 2004) and went on to help 'the Clarets' avoid relegation from the First Division.
Edit intent: style
Original:  He had a famously good performance in the 2–0 home win against Wimbledon, displaying his tough tackling, no-nonsense attitude to the full.
Edit intent: coherence
Original:  Johnrose became a cult hero amongst Burnley fans for his dedication and commitment to the cause.
Edit intent: coherence
Original:  After three months he again moved, this time to Swansea City on a non-contract basis, making it three clubs in six months .
Revised:  After three months he again moved, this time to Swansea City .
Edit intent: clarity
Original: Contents On the 1970 General Election in Pakistan held under General Agha Muhammad Yahya Khan, Sheikh Mujibur Rahman and his Awami League won the election.
Revised: Contents Following the 1970 General Election in Pakistan held under General Agha Muhammad Yahya Khan, Sheikh Mujibur Rahman and his Awami League won the election.
Edit intent: clarity
Original:  The Pakistan Army was composed mostly of recruits from Punjab and other provinces in West Pakistan. who On 25 March 1971 the Pakistan Army launched a crackdown on East Pakistan and started the 1971 Bangladesh Genocide.
Revised:  The Pakistan Army was composed mostly of recruits from Punjab and other provinces in West Pakistan. On 25 March 1971 the Pakistan Army launched a crackdown on East Pakistan and started the 1971 Bangladesh Genocide.
Edit intent: fluency
Original:  An Excerpt from the telegram, Our government has failed to denounce the suppression of democracy.
Revised:  An excerpt from the telegram, Our government has failed to denounce the suppression of democracy.
Edit intent: fluency
Original:  It is concerned with a high level of personal well-being, disease prevention, and diagnosis of recurring health problems or symptoms of discomfort which are often precursors to medical problems .
Revised:  It is concerned with a high level of personal well-being, disease prevention, and diagnosis of recurring health problems or symptoms of discomfort which are often precursors to health issues .
Edit intent: clarity
Original:  Since the understanding for preventive nutrition was need , the Mediterranean Diet model was the standard reference guide.
Revised:  Since the understanding for preventive nutrition was needed , the Mediterranean Diet model was the standard reference guide.
Edit intent: fluency
Original:  As the Mediterranean diet was initially recognized to fight against  heart disease.
Revised:  As the Mediterranean diet was initially recognized to fight against the onset of heart disease.
Edit intent: clarity
Original:  Since the early nineteen-eighties the food trends have gradually began to change, with the introduction and fast popularization of processed prepackaged  foods.
Revised:  Since the early nineteen-eighties food trends have gradually began to change, with the introduction and fast popularization of processed prepackaged foods.
Edit intent: fluency
Original:  Since the early nineteen-eighties the food trends have gradually began to change, with the introduction and fast popularization of processed prepackaged  foods.
Revised:  Since the early nineteen-eighties the food trends have gradually begun to change, with the introduction and fast popularization of processed prepackaged foods.
Edit intent: fluency
Original:  Since the early nineteen-eighties the food trends have gradually began to change, with the introduction and fast popularization of processed prepackaged  foods.
Revised:  Since the early nineteen-eighties the food trends have gradually began to change, with the introduction and fast popularization of processed prepackaged convenience foods.
Edit intent: clarity
Original:  With this increased consumption of processed foods also increased the digestions of high sugared foods, convenience foods and restaurants and poor nutrient dense foods .
Revised:  With this popularization these type of foods also increased the digestions of high sugared foods, convenience foods and restaurants and poor nutrient dense foods .
Edit intent: clarity
Original:  With this increased consumption of processed foods also increased the digestions of high sugared foods, convenience foods and restaurants and poor nutrient dense foods .
Revised:  With this increased consumption of processed foods also increased the digestions of high amounts of sugar, sodium and high fatty foods which have a lower nutrient-density value that can have great adverse effects on health .
Edit intent: clarity
Original:  American Journal of Preventive Medicine, 49(4), 647-652  [ [ [ [   ] ] ] [ [ [   [ 
Revised:  American Journal of Preventive Medicine, 49(4), 647-652 . [ [ [ [ ] ] ] [ [ [ [ 
Edit intent: fluency
Original:  American Journal of Preventive Medicine, 49(4), 647-652  [ [ [ [   ] ] ] [ [ [   [ 
Revised:  American Journal of Preventive Medicine, 49(4), 647-652 [ [ [ [4 ] ] ] [ [ [ [ 
Edit intent: fluency
Original:  American Journal of Preventive Medicine, 49(4), 647-652  [ [ [ [   ] ] ] [ [ [   [ 
Revised:  American Journal of Preventive Medicine, 49(4), 647-652 [ [ [ [ ] ] ] [ . Having a sustainable diet is the reason many people do not eat healthy; they are always on the road and eat McDonald’s far too often. Or, another dilemma, is that people do not have enough money to eat healthy. This is a huge problem, as “the poorest who face disproportionate barriers to accessing healthy food have an increased risk of malnutrition,”[ [ [ 
Edit intent: coherence
Original:  American Journal of Preventive Medicine, 49(4), 647-652  [ [ [ [   ] ] ] [ [ [   [ 
Revised:  American Journal of Preventive Medicine, 49(4), 647-652 [ [ [ [ ] ] ] [ [ [ . However, people who are not considered to be in the poorest class, but do not have enough money to eat healthy food all the time have one simple solution. Grocery stores. Going to the grocery store and buying a lot of healthy food in bulk will end up being less expensive than buying fast food every day. This is a huge loophole which many people do not take advantage of because they are too busy or do not want to cook. This is the largest factor overlooked by many and needs to be taken advantage of much more than it currently is today. [ 
Edit intent: coherence
Original:  American Journal of Preventive Medicine, 49(4), 647-652  [ [ [ [   ] ] ] [ [ [   [ 
Revised:  American Journal of Preventive Medicine, 49(4), 647-652 [ [ [ [ ] ] ] [ [ [ [ . In other words, there really isn't enough evidence yet on what specific diets will best benefit which groups of people, but what there is evidence of is that a healthy diet can mean everything when it comes to getting on the field, court, or track, and staying on it. The future of preventive nutrition looks very bright, and it can only get better from here
Edit intent: coherence
Original: Why is it Overlooked ?
Revised: Overlooked Aspects
Edit intent: clarity
Original:  In the United States of America preventive nutrition is taught to the public through the use of the food pyramid or my plate initiatives.
Revised:  In the United States , preventive nutrition is taught to the public through the use of the food pyramid or my plate initiatives.
Edit intent: clarity
Original:  In the United States of America preventive nutrition is taught to the public through the use of the food pyramid or my plate initiatives.
Revised:  In the United States of America preventive nutrition is taught to the public through the use of the food pyramid or MyPlate initiatives.
Edit intent: fluency
Original:  According to the article, “ Hypertension is a major public health challenge in China.
Revised:  According to the article, " Hypertension is a major public health challenge in China.
Edit intent: fluency
Original:  The prevalence of hypertension awareness, treatment, and control are still low despite existing public health policies and programs to reduce the burden of hypertension, ” [3].
Revised:  The prevalence of hypertension awareness, treatment, and control are still low despite existing public health policies and programs to reduce the burden of hypertension, " [3].
Edit intent: coherence
Original:  This is because “ The more diverse microbiota in the intervention group produced more short-chain fatty acids that have been associated with better health, ” [4].
Revised:  This is because " The more diverse microbiota in the intervention group produced more short-chain fatty acids that have been associated with better health, ” [4].
Edit intent: fluency
Original:  This is because “ The more diverse microbiota in the intervention group produced more short-chain fatty acids that have been associated with better health, ” [4].
Revised:  This is because “ The more diverse microbiota in the intervention group produced more short-chain fatty acids that have been associated with better health, " [4].
Edit intent: fluency
Original:  According to Kovacs, “ one solution to address health concerns is to shift current dietary patterns to diets that are both nutritious and sustainable ,” [5].
Revised:  According to Kovacs, " one solution to address health concerns is to shift current dietary patterns to diets that are both nutritious and sustainable ,” [5].
Edit intent: fluency
Original:  According to Kovacs, “ one solution to address health concerns is to shift current dietary patterns to diets that are both nutritious and sustainable ,” [5].
Revised:  According to Kovacs, “ one solution to address health concerns is to shift current dietary patterns to diets that are both nutritious and sustainable " [5].
Edit intent: fluency
Original:  This is a huge problem, as “ the poorest who face disproportionate barriers to accessing healthy food have an increased risk of malnutrition, ” [6].
Revised:  This is a huge problem, as " the poorest who face disproportionate barriers to accessing healthy food have an increased risk of malnutrition, ” [6].
Edit intent: fluency
Original:  This is a huge problem, as “ the poorest who face disproportionate barriers to accessing healthy food have an increased risk of malnutrition, ” [6].
Revised:  This is a huge problem, as “ the poorest who face disproportionate barriers to accessing healthy food have an increased risk of malnutrition, " [6].
Edit intent: fluency
Original:  Overall, the “ diets on metabolic responses and exercise performance in endurance athletes have not been conclusively determined ,” [1].
Revised:  Overall, the " diets on metabolic responses and exercise performance in endurance athletes have not been conclusively determined ,” [1].
Edit intent: fluency
Original:  Overall, the “ diets on metabolic responses and exercise performance in endurance athletes have not been conclusively determined ,” [1].
Revised:  Overall, the “ diets on metabolic responses and exercise performance in endurance athletes have not been conclusively determined " [1].
Edit intent: fluency
Original:  Improvement in sensitivity analysis is needed to gain a better understand of the variation in model output in response to model elements like input data, model parameters, initial conditions, boundary conditions, and model structure.
Revised:  Improvement in sensitivity analysis are needed to gain a better understand of the variation in model output in response to model elements like input data, model parameters, initial conditions, boundary conditions, and model structure.
Edit intent: fluency
Original: of the modelForecastingsee linkDiagnosissee linkPredictionsee linkDriversvariables that affect land change outcomesScalesee linkEquifinalitysee linkNormativethe characteristic of being able to address questions of what should beMultifinalitywhen a single process creates a variety of different patternsSpatially Explicit Modela model where a set of geographical locations is used for the specification of the data and outputLand Changechanges within the characteristics of a land surface,
Revised: of the modelDiagnosissee linkDriversvariables that affect land change outcomesScalesee linkEquifinalitysee linkNormativethe characteristic of being able to address questions of what should beMultifinalitywhen a single process creates a variety of different patternsSpatially Explicit Modela model where a set of geographical locations is used for the specification of the data and outputLand Changechanges within the characteristics of a land surface,
Edit intent: clarity