wanyu/IteraTeR_v2 huggingface dataset:
Original: Figure 1. Boundary problem: urban sprawl in central Florida (an evaluation by land cover analysis with raster datasets vs. an evaluation by population density bounded in the census tract) Figure 2. Boundary problem: horizontal boundaries Figure 3. Boundary problem: vertical boundaries A boundary problem in analysis is a phenomenon in which geographical patterns are differentiated by the shape and arrangement of boundaries that are drawn for administrative or measurement purposes.
Revised:  A boundary problem in analysis is a phenomenon in which geographical patterns are differentiated by the shape and arrangement of boundaries that are drawn for administrative or measurement purposes.
Edit intent: clarity
Original:  This is distinct from and must not be confused with the boundary problem in the philosophy of science that is also called the demarcation problem.
Edit intent: coherence
Original:  Figure 4. A solution to the boundary problem: overbounding As alternatives to operational solutions, Griffith examined three correction techniques (i.e., statistical solutions) in removing boundary-induced bias from inference.
Revised:  As alternatives to operational solutions, Griffith examined three correction techniques (i.e., statistical solutions) in removing boundary-induced bias from inference.
Edit intent: coherence
Original:  Board on Earth Sciences and Resources: Washington, DC. In the meantime, the changes in the boundary assumptions refer not only to altering or tilting the angles of the boundary, but also differentiating between the boundary and interior areas in examination and considering a possibility that isolated data collection points close to the boundary may show large variances . Figure 5.
Revised:  Board on Earth Sciences and Resources: Washington, DC. In the meantime, the changes in the boundary assumptions refer not only to altering or tilting the angles of the boundary, but also differentiating between the boundary and interior areas in examination and considering a possibility that isolated data collection points close to the boundary may show large variances Figure 5.
Edit intent: fluency
Original:  To identify the effectiveness of the strategies, Griffith reviewed traditional techniques that were developed to mitigate the edge effects: ignoring the effects, undertaking a torus mapping, construction of an empirical butter zone, construction of an artificial butter zone, extrapolation into a buffer zone, utilizing a correction factor, etc.
Revised:  To identify the effectiveness of the strategies, Griffith reviewed traditional techniques that were developed to mitigate the edge effects: ignoring the effects, undertaking a torus mapping, construction of an empirical buffer zone, construction of an artificial butter zone, extrapolation into a buffer zone, utilizing a correction factor, etc.
Edit intent: fluency
Original:  To identify the effectiveness of the strategies, Griffith reviewed traditional techniques that were developed to mitigate the edge effects: ignoring the effects, undertaking a torus mapping, construction of an empirical butter zone, construction of an artificial butter zone, extrapolation into a buffer zone, utilizing a correction factor, etc.
Revised:  To identify the effectiveness of the strategies, Griffith reviewed traditional techniques that were developed to mitigate the edge effects: ignoring the effects, undertaking a torus mapping, construction of an empirical butter zone, construction of an artificial buffer zone, extrapolation into a buffer zone, utilizing a correction factor, etc.
Edit intent: fluency
Original:  The first method (i.e., the ignorance of the edge effects), assumes and infinite surface in which the edge effects do not occur.
Revised:  The first method (i.e., the ignorance of the edge effects), assumes an infinite surface in which the edge effects do not occur.
Edit intent: fluency
Original: Rob Nieuwenhuys (Semarang, Dutch East Indies, 30 June 1908 – Amsterdam, 8 November 1999) was a Dutch writer of Indo descent.
Revised: Robert Nieuwenhuys (Semarang, Dutch East Indies, 30 June 1908 – Amsterdam, 8 November 1999) was a Dutch writer of Indo descent.
Edit intent: fluency
Original: Robert Nieuwenhuys ( Semarang, Dutch East Indies, 30 June 1908 – Amsterdam, 8 November 1999) was a Dutch writer of Indo descent.
Revised: Robert Nieuwenhuys ( 30 June 1908 – Amsterdam, 8 November 1999) was a Dutch writer of Indo descent.
Edit intent: coherence
Original: Robert Nieuwenhuys ( Semarang, Dutch East Indies, 30 June 1908 – Amsterdam, 8 November 1999) was a Dutch writer of Indo descent.
Revised: Robert Nieuwenhuys ( Semarang, Dutch East Indies, 30 June 1908 – 8 November 1999) was a Dutch writer of Indo descent.
Edit intent: clarity
Original: Elizabeth (Beb) Vuyk (born Rotterdam, February 11, 1905 - died Blaricum, August 24, 1991) was a Dutch writer of Indo (Eurasian) descent.
Revised: Elizabeth (Beb) Vuyk (born Rotterdam, February 11, 1905 – died Blaricum, August 24, 1991) was a Dutch writer of Indo (Eurasian) descent.
Edit intent: fluency
Original: On investigation, the CBI’s Chennai unit accused 19 people of the murder and said it was possibly due to the long standing feud between the Malankara Orthodox Church which has its headquarters in Kottayam and the Syrian Jacobite Church, which has its headquarters in Ernakulam.
Revised: On investigation, the CBI’s Chennai unit accused 19 people of the murder and said it was possibly due to the long standing feud between the Malankara Orthodox Church which has its headquarters in Kottayam and the Jacobite Syrian Church, which has its headquarters in Ernakulam.
Edit intent: fluency
Original:  She alleged that the charge sheet submitted by the CBI did not have the names of ‘higher ups' involved in the conspiracy to kill her husband.
Revised:  She alleged that the charge sheet submitted by the CBI did not have the names of ‘higher ups' involved in the conspiracy to kill her 
Edit intent: clarity
Original: On Jun 11th, 2010, Malankara Orthodox Syrian Church Managing Committee endorsed a motion, which "appeals to the authorities to bring all culprits into day light and to judicial trial, who are behind the brutal murder of Malankara Varghese, former Malankara Managing Committee URL On February 25, 2011 The Chief Judicial Magistrate Court, Ernakulam, directed the Central Bureau of Investigation (CBI)
Revised: On Jun 11th, 2010, Malankara Orthodox Syrian Church Managing Committee endorsed a motion, which "appeals to the authorities to bring all culprits into day light and to judicial trial, who are behind the brutal murder of Malankara Varghese, former Malankara Managing Committee Member". On February 25, 2011 The Chief Judicial Magistrate Court, Ernakulam, directed the Central Bureau of Investigation (CBI)
Edit intent: clarity
Original:  According to CBI sources, he was quizzed by the officials for three URL
Revised:  According to CBI sources, he was quizzed by the officials for three hours.
Edit intent: style
Original:  Though the murder was initially described as a result of business rivalry, his relatives suspected involvement of a rival Church faction.
Revised:  Though the murder was initially described as a result of business rivalry, his relatives suspected involvement of a rival church faction.
Edit intent: fluency
Original:  India's Central Bureau of Investigation on 9 May 2010 charged Father Varghese Thekkekara, a priest and manager of the Angamali diocese in the rival Malankara Jacobite Syriac Orthodox Church (a part of the Syriac Orthodox Church) with conspiracy in the murder of Malankara Varghese and named him as the prime accused.
Revised:  India's Central Bureau of Investigation on 9 May 2010 charged Father Varghese Thekkekara, a priest and manager of the Angamali diocese in the rival Malankara Jacobite Syriac Orthodox Church (a part of the Syriac Orthodox Church) with conspiracy in the murder and named him as the prime accused.
Edit intent: clarity
Original:  CBI Investigation Initially, the murder of Varghese was considered a crime conducted by his business rivals, but five long years of probe by the state police’s crime branch yielded nothing conclusive.
Revised:  Investigation Initially, the murder of Varghese was considered a crime conducted by his business rivals, but five long years of probe by the state police’s crime branch yielded nothing conclusive.
Edit intent: coherence
Original:  CBI Investigation Initially, the murder of Varghese was considered a crime conducted by his business rivals, but five long years of probe by the state police’s crime branch yielded nothing conclusive.
Revised:  CBI Investigation Initially, the murder of Varghese was considered a crime conducted by his business rivals, but five years of probe by the state police’s crime branch yielded nothing conclusive.
Edit intent: clarity
Original:  Varghese’s widow then approached the Kerala High Court in September 2007,The Kerala High Court has ordered a CBI investigation in November 2007 into this case.
Revised:  Varghese’s widow then approached the Kerala High Court ,and it ordered a CBI investigation in November 2007 into this case.
Edit intent: clarity
Original:  On investigation, the CBI’s Chennai unit  accused 19 people of the murder and said it was possibly due to the long-standing feud between the Malankara Orthodox Church which has its headquarters in Kottayam and the Malankara Jacobite Syriac Orthodox Church, which has its headquarters in Ernakulam.
Revised:  On investigation, the CBI’s Chennai unit then accused 19 people of the murder and said it was possibly due to the long-standing feud between the Malankara Orthodox Church which has its headquarters in Kottayam and the Malankara Jacobite Syriac Orthodox Church, which has its headquarters in Ernakulam.
Edit intent: coherence
Original:  Chief Judicial Magistrate , Ernakulam allowed Joy Varghese to be in CBI custody for more investigation.
Revised:  Chief Judicial Magistrate Ernakulam allowed Joy Varghese to be in CBI custody for more investigation.
Edit intent: fluency
Original:  Murder, scheming murder, and violation of ‘Weapons Prevention Act’ etc. are the charges against Joy Varghese.
Revised:  Murder, scheming murder, and violation of ‘Weapons Prevention Act’ etc. were the charges against Joy Varghese.
Edit intent: fluency
Original:  It was severely alleged in recent times that one of the important reasons for suspects not getting arrested due to political interferences . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Revised:  It was alleged that one of the important reasons for suspects not getting arrested due to political interferences . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Edit intent: coherence
Original:  It was severely alleged in recent times that one of the important reasons for suspects not getting arrested due to political interferences . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Revised:  It was severely alleged in recent times that one of the reasons for suspects not getting arrested due to political interferences . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Edit intent: clarity
Original:  It was severely alleged in recent times that one of the important reasons for suspects not getting arrested due to political interferences . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Revised:  It was severely alleged in recent times that one of the important reasons for suspects not getting arrested was political interference . "Some prominent personalities of the Syriac Orthodox Church of Antioch in India were the motive force behind Joy Varghese and there are documents showing withdrawal of Rs. 400,000.00 from their bank accounts", said CBI.
Edit intent: clarity
Original:  One clergy man of the said Church is also under severe surveillance of the CBI . CBI has produced all the seized documents to the High Court in a sealed envelope.
Revised:  CBI produced documents to the High Court in a sealed envelope.
Edit intent: clarity
Original:  The CBI submitted that Fr Thekkekkara cooperated with the investigation, but the arrest was avoided since it was a sensational case related to the Church . But the court said this was not a sufficient reason to avoid arrest.
Revised:  The CBI submitted that Fr Thekkekkara cooperated with the investigation, but the arrest was avoided since it was a sensational case related to the church . But the court said this was not a sufficient reason to avoid arrest.
Edit intent: fluency
Original:  On 11 June 2010, Malankara Orthodox Syrian Church Managing Committee endorsed a motion, which "appeals to the authorities to bring all culprits into day light and to judicial trial, who are behind the brutal murder of Malankara Varghese, former Malankara Managing Committee Member".
Revised:  On 11 June 2010, Malankara Orthodox Syrian Church Managing Committee endorsed a motion, which "appeals to the authorities to bring all culprits into daylight and to judicial trial, who are behind the brutal murder of Malankara Varghese, former Malankara Managing Committee Member".
Edit intent: fluency
Original:  On 25 February 2011 The Chief Judicial Magistrate Court, Ernakulam, directed the Central Bureau of Investigation (CBI ) to reinvestigate the murder of Malankara Varghese, on a petition filed by his wife, Saramma Varghese.
Revised:  On 25 February 2011 The Chief Judicial Magistrate Court, Ernakulam, directed the CBI to reinvestigate the murder of Malankara Varghese, on a petition filed by his wife, Saramma Varghese.
Edit intent: clarity
Original:  On 21 October 2011 The CBI unit, Thiruvananthapuram quizzed Malankara Jacobite Syriac Orthodox Church Catholicos Baselios Thomas I in connection with the murder case.
Revised:  On 21 October 2011 the CBI unit, Thiruvananthapuram quizzed Malankara Jacobite Syriac Orthodox Church Catholicos Baselios Thomas I in connection with the murder case.
Edit intent: fluency
Original: Purnima Devi also known as Sudakshina Devi ( 1884-1972 ), was the youngest child of noted Brahmo Hemendranath Tagore, and niece of Rabindranath Tagore, thus part of the larger Tagore family.
Revised: Purnima Devi also known as Sudakshina Devi ( 1884–1972 ), was the youngest child of noted Brahmo Hemendranath Tagore, and niece of Rabindranath Tagore, thus part of the larger Tagore family.
Edit intent: fluency
Original:  Vice President Congress Party.
Revised:  Vice-President Congress Party.
Edit intent: fluency
Original:  Two sons - Jagrit and Jayaditya.
Revised:  Two sons – Jagrit and Jayaditya.
Edit intent: fluency
Original:  Son - Jaidev. Kunwar Jinesh Prasada (Youngest son of Kunwar Jayendra Prasada).
Revised:  Son – Jaidev. Kunwar Jinesh Prasada (Youngest son of Kunwar Jayendra Prasada).
Edit intent: fluency
Original:  Son - Janmejay.
Revised:  Son – Janmejay.
Edit intent: fluency
Original:  Her youngest great grandson, son of Jitendra Prasada, Jitin Prasada is an Indian National Congress politician, present Minister of State for Petroleum and Natural Gas and represents Dhaurahra (Lok Sabha constituency) of district Lakhimpur Kheri, Uttar Pradesh in the 15th Lok Sabha.
Revised:  Her youngest great grandson, son of Jitendra Prasada, Jitin Prasada is an Indian National Congress politician, was Minister of State for Petroleum and Natural Gas and represents Dhaurahra (Lok Sabha constituency) of district Lakhimpur Kheri, Uttar Pradesh in the 15th Lok Sabha.
Edit intent: clarity
Original:  Kapurthala Genealogy royalark.net.
Edit intent: coherence
Original: Kumari Janhavi Prasada (Daughter of Kunwar Jitendra Prasada) Documentary film maker . Kunwar Jayesh Prasada (Elder son of Kunwar Jayendra Prasada) Currently a member of the Uttar Pradesh State Legislative Council.
Revised: Kumari Janhavi Prasada (Daughter of Kunwar Jitendra Prasada) Documentary filmmaker . Kunwar Jayesh Prasada (Elder son of Kunwar Jayendra Prasada) Currently a member of the Uttar Pradesh State Legislative Council.
Edit intent: fluency
Original: Kumari Janhavi Prasada (Daughter of Kunwar Jitendra Prasada) Documentary film maker . Kunwar Jayesh Prasada (Elder son of Kunwar Jayendra Prasada) Currently a member of the Uttar Pradesh State Legislative Council.
Revised: Kumari Janhavi Prasada (Daughter of Kunwar Jitendra Prasada) Documentary film maker . Kunwar Jayesh Prasada (Elder son of Kunwar Jayendra Prasada) Currently a member of the Uttar Pradesh Legislative Council.
Edit intent: clarity
Original:  Vice-President Congress Party.
Revised:  Vice-president Congress Party.
Edit intent: fluency
Original:  Career She was the first Bengali lady married in the United Provinces, her husband being the Pandit Jwala Prasada, M.A., Deputy Commissioner of Hardoi, and an officer in the Imperial Civil Services, grandfather of Late Kunwar Jitendra Prasada, a veteran Congress party Leader) in 1903.
Revised:  Career She was the first Bengali lady married in the United Provinces, her husband being the Pandit Jwala Prasada, M.A., Deputy Commissioner of Hardoi, and an officer in the Imperial Civil Services, in 1903.
Edit intent: coherence
Original:  Her youngest great grandson, son of Jitendra Prasada, Jitin Prasada is an Indian National Congress politician, was Minister of State for Petroleum and Natural Gas and represents Dhaurahra (Lok Sabha constituency) of district Lakhimpur Kheri, Uttar Pradesh in the 15th Lok Sabha .  Kunwar Jitendra Prasada (deceased).
Revised:  Her youngest great grandson, son of Jitendra Prasada, Jitin Prasada is an Indian National Congress politician, was Minister of State for Petroleum and Natural Gas and represents Dhaurahra (Lok Sabha constituency) of district Lakhimpur Kheri, Uttar Pradesh in the 15th Lok Sabha . Prasada Family Kunwar Jitendra Prasada (deceased).
Edit intent: clarity
Original:  Married to Kunwarani Kanta Prasada.
Revised:  Married Kunwarani Kanta Prasada.
Edit intent: fluency
Original:  Married to Kunwarani Ratti Prasada  , daughter of Raja Jagdish Singh of Birwa.
Revised:  Married Kunwarani Ratti Prasada , daughter of Raja Jagdish Singh of Birwa.
Edit intent: fluency
Original:   She was the owner of several villages in Shahjahanpur District and a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), and a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Revised:  Sir Jwala Prasada and Purnima Devi constructed the Prasada Family's primary residence, known as Prasada Bhawan, which is located in Shahjahanpur and is currently occupied by the sons of her younger grandson Kunwar Jayendera Prasada. She was the owner of several villages in Shahjahanpur District and a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), and a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Edit intent: coherence
Original:   She was the owner of several villages in Shahjahanpur District and a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), and a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Revised:  She was the owner of several villages in Shahjahanpur District , a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), and a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Edit intent: fluency
Original:   She was the owner of several villages in Shahjahanpur District and a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), and a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Revised:  She was the owner of several villages in Shahjahanpur District and a beautiful hill property at Nainital (Uttrakhand) called Abbotsford, Prasada Bhawan [1] (Now lived in by her 4th generation of Prasada's who carry their ancestral heritage at best till date), a house acquired by the army in 1947 in Badami Bagh, Srinagar, Kashmir now the official residence of the Army Head and a house beach in Jagannath Puri.
Edit intent: fluency
Original:  It is represented by the formula: GSI = [Gonad Weight / Total Tissue Weight] x 100 ( Barber Blake 2006).
Revised:  It is represented by the formula: GSI = [Gonad Weight / Total Tissue Weight] x 100 ( Blake 2006).
Edit intent: fluency
Original:  It is represented by the formula: GSI = [Gonad Weight / Total Tissue Weight] x 100 ( ANDERSON RO and SJ GUTREUTER , 1983).
Revised:  It is represented by the formula: GSI = [Gonad Weight / Total Tissue Weight] x 100 ( Anderson R.O. and S.J. Gutreuter , 1983).
Edit intent: fluency
Original:  This index in frequently used as indication of potential endocrine disruption effect of chemicals in regulatory frame work (EFSA and ECHA, 2017) Guidance for the identification of endocrine disruptors in the context of Regulations (EU) no 528/2012 and (EC) 1107/2009 
Revised:  This index is frequently used as indication of potential endocrine disruption effect of chemicals in regulatory frame work (EFSA and ECHA, 2017) Guidance for the identification of endocrine disruptors in the context of Regulations (EU) no 528/2012 and (EC) 1107/2009 
Edit intent: fluency
Original:  It is represented by the formula: GSI = [ Gonad Weight / Total Tissue Weight ] x 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Revised:  It is represented by the formula: GSI = [ gonad weight / Total Tissue Weight ] x 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Edit intent: fluency
Original:  It is represented by the formula: GSI = [ Gonad Weight / Total Tissue Weight ] x 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Revised:  It is represented by the formula: GSI = [ Gonad Weight / total tissue weight ] x 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Edit intent: fluency
Original:  It is represented by the formula: GSI = [ Gonad Weight / Total Tissue Weight ] x 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Revised:  It is represented by the formula: GSI = [ Gonad Weight / Total Tissue Weight ] × 100 (Anderson R.O. and S.J. Gutreuter, 1983).
Edit intent: fluency