wanyu/IteraTeR_v2 huggingface dataset:
Original: Ho Ion Sang (;
Revised: Ho Ion-sang (;
Edit intent: clarity
Original:  The refurbished plant, which cost KSh5 billion (US$55.5 million), was commissioned by Adan Mohammed, the Cabinet Secretary for Industrialisation , on 31 March 2015.
Revised:  The refurbished plant, which cost KSh5 billion (US$55.5 million), was commissioned by Adan Mohammed, the Cabinet Secretary for Industrialization , on 31 March 2015.
Edit intent: fluency
Original: Tabitha Karanja Tabitha Mukami Muigai Karanja is a Kenyan businesswoman, entrepreneur and industrialist.
Revised: Tabitha Mukami Muigai Karanja is a Kenyan businesswoman, entrepreneur and industrialist.
Edit intent: fluency
Original:  Joseph Muigai Karanja serves as the Chairman of Keroche Breweries Limited .
Revised:  Joseph Muigai Karanja serves as the Chairman of Keroche Breweries Limited 
Edit intent: fluency
Original:  Off-price stores usually offer reduced prices when compared to the goods' cost in other shopping areas . 1950-60’s In 1956, a U.S. businessman called Alfred Marshall put together a think tank of entrepreneurs and suggested the launch of a start-up with the concept of “brands at lower prices”.
Revised:  Off-price retailers are independent of manufacturers and buy large volumes of branded goods directly from them. The off=price retail model relies on the purchase of over-produced, or excess, branded goods at a lower price, thus being able to sell to consumers at a discount compared to other stores which purchased an initial run. Among the largest retailers of this type are TJX Companies and Ross Stores. The model is more common in countries that import fashion-oriented or household goods, as the discount role in producer countries is usually filled by factory outlets or small-scale open-air marketplaces . 1950-60’s In 1956, a U.S. businessman called Alfred Marshall put together a think tank of entrepreneurs and suggested the launch of a start-up with the concept of “brands at lower prices”.
Edit intent: coherence
Original:  Off-price stores usually offer reduced prices when compared to the goods' cost in other shopping areas . 1950-60’s In 1956, a U.S. businessman called Alfred Marshall put together a think tank of entrepreneurs and suggested the launch of a start-up with the concept of “brands at lower prices”.
Revised:  Off-price stores usually offer reduced prices when compared to the goods' cost in other shopping areas . 1950-60s In 1956, a U.S. businessman called Alfred Marshall put together a think tank of entrepreneurs and suggested the launch of a start-up with the concept of “brands at lower prices”.
Edit intent: fluency
Original:  1970-90's Due to the volatility of U.S. Economy in the 1970s and the recession that had brought about significant change in customers' attitude to expenses, the off-price industry was gaining considerable momentum.
Revised:  1970-90s Due to the volatility of U.S. Economy in the 1970s and the recession that had brought about significant change in customers' attitude to expenses, the off-price industry was gaining considerable momentum.
Edit intent: fluency
Original:  Current State of Affairs As of 2018 there are more than 8 000 retail off-price stores in operation worldwide, within the 20 largest off-price networks (their total number equivalent to dozens and even a few thousand stores).
Revised:  21st century As of 2018 there are more than 8 000 retail off-price stores in operation worldwide, within the 20 largest off-price networks (their total number equivalent to dozens and even a few thousand stores).
Edit intent: coherence
Original:   America In the US, where according to 2018 statistics there are more than 6 300 off-price retail stores, the cumulative market segment is valued at 50 bln dollars, and it currently exceeds 80\% of the world off-price market segment.
Revised:  North America In the US, where according to 2018 statistics there are more than 6 300 off-price retail stores, the cumulative market segment is valued at 50 bln dollars, and it currently exceeds 80\% of the world off-price market segment.
Edit intent: fluency
Original:  Australia, New Zealand In Australia the off-price segment is represented by TK Maxx stores.
Revised:  Oceania In Australia the off-price segment is represented by TK Maxx stores.
Edit intent: clarity
Original:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland , 10 in Austria and eight more in Holland .
Revised:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland 120 in Germany , 40 in Poland , 10 in Austria and eight more in Holland .
Edit intent: fluency
Original:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland , 10 in Austria and eight more in Holland .
Revised:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany 40 in Poland , 10 in Austria and eight more in Holland .
Edit intent: fluency
Original:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland , 10 in Austria and eight more in Holland .
Revised:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland 10 in Austria and eight more in Holland .
Edit intent: fluency
Original:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland , 10 in Austria and eight more in Holland .
Revised:  Nearly 340 stores of those are located in Great Britain and 26 more in Ireland , 120 in Germany , 40 in Poland , 10 in Austria and eight more in the Netherlands .
Edit intent: fluency
Original:  The off=price retail model relies on the purchase of over-produced, or excess, branded goods at a lower price, thus being able to sell to consumers at a discount compared to other stores which purchased an initial run.
Revised:  The off-price retail model relies on the purchase of over-produced, or excess, branded goods at a lower price, thus being able to sell to consumers at a discount compared to other stores which purchased an initial run.
Edit intent: fluency
Original: Another off-price retailer giant in the US, Burlington, owns, as of 2018, more than 600 retail department stores and also operates an online store .
Revised: Another off-price retailer giant in the US, Burlington, owns, as of 2018, more than 600 retail department stores .
Edit intent: clarity
Original: Phytoplankton-bacteria interactions thumbnail|This is a simplified diagram of some of the micro-scale interactions that occur in the phycosphere (Cole, 1982).
Revised: Phytoplankton-bacteria interactions 
Edit intent: clarity
Original:  Examples of Bacteria Associated with Phycosphere In reality, the actual bacterial diversity of the phycosphere is extremely diverse and is dependent environmental factors, such as turbulence in the water (so the bacteria can attach to the mucus or the phytoplankton cell) or the concentrations of nutrients.
Revised:  Examples of bacteria associated with phycosphere In reality, the actual bacterial diversity of the phycosphere is extremely diverse and is dependent environmental factors, such as turbulence in the water (so the bacteria can attach to the mucus or the phytoplankton cell) or the concentrations of nutrients.
Edit intent: fluency
Original:  Pseudomonas Achromobacter See also Microbial loop Biomineralization Microbiome Hologenome theory of evolution 
Revised:  Pseudomonas Achromobacter See also Biomineralization Hologenome theory of evolution 
Edit intent: clarity
Original:  The phytoplankton-bacteria interactions have the potential to be parasitism, communalism, or mutualism.
Revised:  The phytoplankton-bacteria interactions have the potential to be parasitism, competition or mutualism.
Edit intent: clarity
Original: C. after his army had reunited with Nearchus and his men who had beached their boats near the mouth of the Minab River .Ammianus Marcellinus XXIII 48Ptolemy VI 8 14Pliny, Natural History 6. 107 110. 
Revised: C. after his army had reunited with Nearchus and his men who had beached their boats near the mouth of the Minab River .Ammianus Marcellinus XXIII 48Ptolemy VI 8 14Pliny, Natural History 6. 107 110. .
Edit intent: fluency
Original:  Before he could complete his studies at Makerere, he won a scholarship to Northwestern University, in Chicago,  United States, where he studied political science, graduating with a Bachelor of Arts degree.
Revised:  Before he could complete his studies at Makerere, he won a scholarship to Northwestern University, in Chicago, Illinois, United States, where he studied political science, graduating with a Bachelor of Arts degree.
Edit intent: clarity
Original:  However, once his leave expired, the Volksraad would not allow Pretorius to resume his former office of president of the Transvaal, as well as  of the OFS.
Revised:  However, once his leave expired, the Volksraad would not allow Pretorius to resume his former office of president of the Transvaal, as well as that of the OFS.
Edit intent: clarity
Original:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg- whoms father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG-churches in South-Africa.
Revised:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg- whose father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG-churches in South-Africa.
Edit intent: fluency
Original:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg- whoms father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG-churches in South-Africa.
Revised:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg- whoms father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG churches in South-Africa.
Edit intent: fluency
Original:  The presidency of the Transvaal was thus left vacant and Commandant-General Stephanus Schoeman refused to accept JH Grobler as acting URL SA History Online, Pretoria, Period of Civil War.
Revised:  The presidency of the Transvaal was thus left vacant and Commandant-General Stephanus Schoeman refused to accept Grobler as acting URL SA History Online, Pretoria, Period of Civil War.
Edit intent: clarity
Original:  Schoeman , supported by many dissatisfied burghers, relieved Grobler of his office, assuming it himself .
Revised:  Schoeman instead believed that the presidency should have been granted to him as the constitution at the time stipulated that in cases of the president's dismissal or death, the presidency should be granted to the oldest member of the Executive Council. Being three years older than Grobler, the presidency should thus have been granted to Schoeman. Schoeman, supported by many dissatisfied burghers, relieved Grobler of his office, assuming it himself .
Edit intent: coherence
Original:  Schoeman , supported by many dissatisfied burghers, relieved Grobler of his office, assuming it himself .
Revised:  Schoeman , supported by many dissatisfied burghers, relieved Grobler of his office, assuming it himself 
Edit intent: fluency
Original: Commandant-General Stephanus Schoeman (14 March 1810 – 19 June 1890) was State President of the South African Republic (ZAR - Transvaal), from 6 December 1860 until 17 April 1862.
Revised:  Stephanus Schoeman (14 March 1810 – 19 June 1890) was State President of the South African Republic (ZAR - Transvaal), from 6 December 1860 until 17 April 1862.
Edit intent: coherence
Original: Commandant-General Stephanus Schoeman (14 March 1810 – 19 June 1890) was State President of the South African Republic (ZAR - Transvaal), from 6 December 1860 until 17 April 1862.
Revised: Commandant-General Stephanus Schoeman (14 March 1810 – 19 June 1890) was President of the South African Republic (ZAR - Transvaal), from 6 December 1860 until 17 April 1862.
Edit intent: clarity
Original: Commandant-General Stephanus Schoeman (14 March 1810 – 19 June 1890) was State President of the South African Republic (ZAR - Transvaal), from 6 December 1860 until 17 April 1862.
Revised: Commandant-General Stephanus Schoeman (14 March 1810 – 19 June 1890) was State President of the South African Republic from 6 December 1860 until 17 April 1862.
Edit intent: clarity
Original:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg- whose father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG churches in South-Africa.
Revised:  Her daughter Elsie Maria Aletta Potgieter was the mother of the famous doctor, successful businessman, Broederbond leader and Member of Parliament Dr. Pieter Johannes Potgieter Stofberg, whose father Ds. Jan Hendrik Malan Stofberg was Secretary and Head of NG churches in South-Africa.
Edit intent: fluency
Original:  Schoeman's son  , General Hendrik J. Schoeman, went on to fight in the Anglo-Boer War of 1899 - 1902.
Revised:  Schoeman's son , General Hendrik J. Schoeman, went on to fight in the Anglo-Boer War of 1899 – 1902.
Edit intent: fluency
Original:  Minister Hendrik Schoeman was also a beloved cousin of Dr. Pieter Johannes Potgieter Stofberg.
Revised:  Minister Schoeman was also a beloved cousin of Dr. Pieter Johannes Potgieter Stofberg.
Edit intent: clarity
Original:  Minister Hendrik Schoeman was also a beloved cousin of Dr. Pieter Johannes Potgieter Stofberg.
Revised:  Minister Hendrik Schoeman was also a cousin of Dr. Pieter Johannes Potgieter Stofberg.
Edit intent: clarity
Original:  One of his daughters with Schutte, Catharina Christina Susanna Schoeman, married the Boer general, Johannes Hermanus Michiel Kock 
Revised:  One of his daughters with Schutte, Catharina Christina Susanna Schoeman, married the Boer general, Johannes Hermanus Michiel Kock .
Edit intent: fluency
Original: Jack Alexander Binstead (born 30 September 1996) is an English actor, comedian, and retired athlete who is known for starring as Rem Dogg in BBC Three's Bad Education.
Revised: Jack Alexander Binstead (born 30 September 1996) is an English actor, comedian, and retired athlete who also starred as Rem Dogg in BBC Three's Bad Education.
Edit intent: clarity
Original:  Binstead is also known for his junior career as a British Paralympic athlete.
Revised:  Binstead is also known as a British Paralympic athlete.
Edit intent: clarity
Original:  He now films comedic videos on TikTok and as of February 2020 has 56.0K followers.
Revised:  He is now a content creator on TikTok and as of February 2020 has 56.0K followers.
Edit intent: clarity
Original:  He now films comedic videos on TikTok and as of February 2020 has 56.0K followers.
Revised:  He now films comedic videos on TikTok and had 56kfollowers as of feburary 2020.
Edit intent: clarity
Original:  The perceived strength of an accusation is affected by the trustworthiness of the accuser.
Revised: Perceptions The perceived strength of an accusation is affected by the trustworthiness of the accuser.
Edit intent: clarity
Original:  For example, in investigative journalism:  In journalism, the reporting of an accusation is commonly balanced with an effort to obtain a response to the accusation by the accused person or entity: Accusations and public relations An accusation made against a corporation is often treated as a public relations event, in which a business is accused of wrongdoing in order to influence its behavior.
Revised:  For example, in investigative journalism: Accusations and public relations In journalism, the reporting of an accusation is commonly balanced with an effort to obtain a response to the accusation by the accused person or entity: Accusations and public relations An accusation made against a corporation is often treated as a public relations event, in which a business is accused of wrongdoing in order to influence its behavior.
Edit intent: fluency
Original:  In June 1856 he travelled to England, where he obtained an M.R.C.P. (Membership of the Royal College of Physicians, London) and F.R.C.S. ( Fellow of The Royal College of Surgeons of Edinburgh ).
Revised:  In June 1856 he travelled to England, where he obtained an M.R.C.P. (Membership of the Royal College of Physicians, London) and was elected a Fellow of The Royal College of Surgeons of Edinburgh ).
Edit intent: clarity
Original: Njenga, Peter ( 2003-06-20 ).
Revised: Njenga, Peter ( 20 June 2003 ).
Edit intent: clarity
Original:  IAAF. Retrieved on 2014-10-20.
Revised:  IAAF. Retrieved on 20 October 2014.
Edit intent: clarity
Original:  She came to prominence in 2003 when, after a fifth place performance in the 5000 metres in a senior meeting in Eldoret,Njenga, Peter ( 2003-05-11 ).
Revised:  She came to prominence in 2003 when, after a fifth place performance in the 5000 metres in a senior meeting in Eldoret,Njenga, Peter ( 11 May 2003 ).
Edit intent: fluency
Original:  IAAF. Retrieved on 2014-10-20. she was chosen to represent Kenya at the 2003 World Youth Championships in Athletics.
Revised:  IAAF. Retrieved on 20 October 2014. she was chosen to represent Kenya at the 2003 World Youth Championships in Athletics.
Edit intent: style
Original:  IAAF ( 2003-06-18 ).
Revised:  IAAF ( 18 June 2003 ).
Edit intent: style
Original:  Retrieved on 2014-10-20.
Revised:  Retrieved on 20 October 2014.
Edit intent: clarity
Original:  Retrieved on 2014-10-20.3 rd IAAF World Youth Championships opens with gold for Morocco.
Revised:  Retrieved on 20 October 2014.3 rd IAAF World Youth Championships opens with gold for Morocco.
Edit intent: clarity
Original:  IAAF ( 2003-07-09 ).
Revised:  IAAF ( 9 July 2003 ).
Edit intent: clarity
Original:  IAAF ( 2003-07-10 ).
Revised:  IAAF ( 10 July 2003 ).
Edit intent: style
Original: Okoth, Omulo ( 2005-06-16 ).
Revised: Okoth, Omulo ( 16 June 2005 ).
Edit intent: clarity
Original:  First senior races A small runner, only reaching ,Biscayart, Eduardo ( 2010-01-01 ).
Revised:  First senior races A small runner, only reaching ,Biscayart, Eduardo ( 1 January 2010 ).
Edit intent: clarity
Original: Njenga, Peter ( 2008-06-28 ). 800m marvel Jelimo comes second at 400 – Kenyan Champs, Day 3. IAAF.
Revised: Njenga, Peter ( 28 June 2008 ). 800m marvel Jelimo comes second at 400 – Kenyan Champs, Day 3. IAAF.
Edit intent: fluency
Original:  IAAF ( 2008-11-15 ).
Revised:  IAAF ( 15 November 2008 ).
Edit intent: style
Original:  IAAF ( 2009-02-21 ).
Revised:  IAAF ( 21 February 2009 ).
Edit intent: style
Original:  Chepkorir ran extensively on the roads that year, with highlights including a 10K win in Brescia,Sampaolo, Diego ( 2009-03-15 ).
Revised:  Chepkorir ran extensively on the roads that year, with highlights including a 10K win in Brescia,Sampaolo, Diego ( 15 March 2009 ).
Edit intent: fluency
Original:  IAAF. Retrieved on 2014-10-20. a defence of her Ribarroja title, a personal best time of 69:56 minutes for third at the Prague Half Marathon,Course records fall in Prague - Prague Half Marathon report.
Revised:  IAAF. Retrieved on 20 October 2014. a defence of her Ribarroja title, a personal best time of 69:56 minutes for third at the Prague Half Marathon,Course records fall in Prague - Prague Half Marathon report.
Edit intent: clarity
Original:  IAAF. Retrieved on 2014-10-20. a defence of her Ribarroja title, a personal best time of 69:56 minutes for third at the Prague Half Marathon,Course records fall in Prague - Prague Half Marathon report.
Revised:  IAAF. Retrieved on 2014-10-20. a defence of her Ribarroja title, a personal best time of 69:56 minutes for third at the Prague Half Marathon,Course records fall in Prague – Prague Half Marathon report.
Edit intent: fluency
Original:  IAAF ( 2009-03-28 ).
Revised:  IAAF ( 28 March 2009 ).
Edit intent: style
Original:  Retrieved on 2014-10-20. a win at the Udine Half Marathon, and a third place at the Porto Half Marathon.
Revised:  Retrieved on 20 October 2014. a win at the Udine Half Marathon, and a third place at the Porto Half Marathon.
Edit intent: clarity
Original:  Gebrselassie just outside 60 minutes at Porto Half - UPDATED.
Revised:  Gebrselassie just outside 60 minutes at Porto Half – UPDATED.
Edit intent: fluency
Original: Wenig, Jörg ( 2010-03-28 ).
Revised: Wenig, Jörg ( 28 March 2010 ).
Edit intent: style
Original:  Wondimu ends Kenyan streak, Kipkoech takes women's race in Berlin - UPDATED.
Revised:  Wondimu ends Kenyan streak, Kipkoech takes women's race in Berlin – UPDATED.
Edit intent: fluency
Original: Wenig, Jörg ( 2010-05-09 ). Kosgei, Keitany shatter 25Km World records in Berlin - Updated.
Revised: Wenig, Jörg ( 9 May 2010 ). Kosgei, Keitany shatter 25Km World records in Berlin - Updated.
Edit intent: clarity
Original: Wenig, Jörg ( 2010-05-09 ). Kosgei, Keitany shatter 25Km World records in Berlin - Updated.
Revised: Wenig, Jörg ( 2010-05-09 ). Kosgei, Keitany shatter 25Km World records in Berlin – Updated.
Edit intent: fluency
Original:  Kiplagat and Kiprop lead Kenyan squad for Nanning - IAAF / Sinopec World Half-Marathon Championships.
Revised:  Kiplagat and Kiprop lead Kenyan squad for Nanning – IAAF / Sinopec World Half-Marathon Championships.
Edit intent: fluency
Original: 10 Kilometres - women - senior - outdoor.
Revised: 10 Kilometres – women – senior – outdoor.
Edit intent: fluency
Original: IAAF World Half Marathon Championships - Kavarna (BUL) - 6 October 2012 - Team Standings - Half Marathon Women.
Revised: IAAF World Half Marathon Championships – Kavarna (BUL) - 6 October 2012 - Team Standings - Half Marathon Women.
Edit intent: fluency
Original: IAAF World Half Marathon Championships - Kavarna (BUL) - 6 October 2012 - Team Standings - Half Marathon Women.
Revised: IAAF World Half Marathon Championships - Kavarna (BUL) – 6 October 2012 - Team Standings - Half Marathon Women.
Edit intent: fluency
Original: IAAF World Half Marathon Championships - Kavarna (BUL) - 6 October 2012 - Team Standings - Half Marathon Women.
Revised: IAAF World Half Marathon Championships - Kavarna (BUL) - 6 October 2012 – Team Standings – Half Marathon Women.
Edit intent: fluency
Original:  IAAF ( 2013-02-15 ).
Revised:  IAAF ( 15 February 2013 ).
Edit intent: style
Original:  The remaining highlights of that year for Chepkorir were third placings at the Carlsbad 5000 and the Lisbon Half Marathon,Fernandes, António Manuel ( 2013-03-24 ).
Revised:  The remaining highlights of that year for Chepkorir were third placings at the Carlsbad 5000 and the Lisbon Half Marathon,Fernandes, António Manuel ( 24 March 2013 ).
Edit intent: clarity
Original:  IAAF ( 2013-04-08 ).
Revised:  IAAF ( 8 April 2013 ).
Edit intent: style
Original:  Retrieved on 2014-10-20. as well as a close runner-up finish to Sylvia Kibet at the Carrera de la Mujer.
Revised:  Retrieved on 20 October 2014. as well as a close runner-up finish to Sylvia Kibet at the Carrera de la Mujer.
Edit intent: clarity
Original: Biscayart, Eduardo ( 2013-09-29 ). Kibet's sprint finish helps her triumph at Bogota's Carrera de la Mujer".
Revised: Biscayart, Eduardo ( 29 September 2013 ). Kibet's sprint finish helps her triumph at Bogota's Carrera de la Mujer".
Edit intent: style
Original:  Traditionally these procedures take upwards of two appointments, but as more dental offices are investing in CEREC ( Chair-side Economical Restoration of Esthetic Ceramics) technology, the term 'Single Visit Dentistry' is becoming commonplace rhetoric among industry experts and scholars.
Revised:  Traditionally these procedures take upwards of two appointments, but as more dental offices are investing in CEREC ( Chair-side technology, the term 'Single Visit Dentistry' is becoming commonplace rhetoric among industry experts and scholars.
Edit intent: coherence