The Scales Project, a cross-national dataset on the interpretation of thermal perception scales

Marcel Schweiker; Amar Abdul-Zahra; Maíra André; Farah Al-Atrash; Hanan Al-Khatri; Rea Risky Alprianti; Hayder Alsaad; Rucha Amin; Eleni Ampatzi; Alpha Yacob Arsano; Montazami Azadeh; Elie Azar; Bannazadeh Bahareh; Amina Batagarawa; Susanne Becker; Carolina Buonocore; Bin Cao; Joon-ho Choi; Chungyoon Chun; Hein Daanen; Siti Aisyah Damiati; Lyrian Daniel; Renata De Vecchi; Shivraj Dhaka; Samuel Domínguez-Amarillo; Edyta Dudkiewicz; Lakshmi Prabha Edappilly; Jesica Fernández-Agüera; Mireille Folkerts; Arjan Frijns; Gabriel Gaona; Vishal Garg; Stephanie Gauthier; Shahla Ghaffari Jabbari; Djamila Harimi; Runa T. Hellwig; Gesche M. Huebner; Quan Jin; Mina Jowkar; Renate Kania; Jungsoo Kim; Nelson King; Boris Kingma; M. Donny Koerniawan; Jakub Kolarik; Shailendra Kumar; Alison Kwok; Roberto Lamberts; Marta Laska; M.C. Jeffrey Lee; Yoonhee Lee; Vanessa Lindermayr; Mohammadbagher Mahaki; Udochukwu Marcel-Okafor; Laura Marín-Restrepo; Anna Marquardsen; Francesco Martellotta; Jyotirmay Mathur; Gráinne Mcgill; Isabel Mino-Rodriguez; Di Mou; Bassam Moujalled; Mia Nakajima; Edward Ng; Marcellinus Okafor; Mark Olweny; Wanlu Ouyang; Ana Ligia Papst de Abreu; Alexis Pérez-Fargallo; Indrika Rajapaksha; Greici Ramos; Saif Rashid; Christoph F. Reinhart; Ma. Isabel Rivera; Mazyar Salmanzadeh; Karin Schakib-Ekbatan; Stefano Schiavon; Salman Shooshtarian; Masanori Shukuya; Veronica Soebarto; null Suhendri; Mohammad Tahsildoost; Federico Tartarini; Despoina Teli; Priyam Tewari; Samar Thapa; Maureen Trebilcock; Jörg Trojan; Ruqayyatu B. Tukur; Conrad Voelker; Yeung Yam; Liu Yang; Gabriela Zapata-Lancaster; Yongchao Zhai; Yingxin Zhu; Zahra Sadat Zomorodian

doi:10.1038/s41597-019-0272-6

The Scales Project, a cross-national dataset on the interpretation of thermal perception scales

Marcel Schweiker (Corresponding author), Amar Abdul-Zahra, Maíra André, Farah Al-Atrash, Hanan Al-Khatri, Rea Risky Alprianti, Hayder Alsaad, Rucha Amin, Eleni Ampatzi, Alpha Yacob Arsano, Montazami Azadeh, Elie Azar, Bannazadeh Bahareh, Amina Batagarawa, Susanne Becker, Carolina Buonocore, Bin Cao, Joon-ho Choi, Chungyoon Chun, Hein DaanenSiti Aisyah Damiati, Lyrian Daniel, Renata De Vecchi, Shivraj Dhaka, Samuel Domínguez-Amarillo, Edyta Dudkiewicz, Lakshmi Prabha Edappilly, Jesica Fernández-Agüera, Mireille Folkerts, Arjan Frijns, Gabriel Gaona, Vishal Garg, Stephanie Gauthier, Shahla Ghaffari Jabbari, Djamila Harimi, Runa T. Hellwig, Gesche M. Huebner, Quan Jin, Mina Jowkar, Renate Kania, Jungsoo Kim, Nelson King, Boris Kingma, M. Donny Koerniawan, Jakub Kolarik, Shailendra Kumar, Alison Kwok, Roberto Lamberts, Marta Laska, M.C. Jeffrey Lee, Yoonhee Lee, Vanessa Lindermayr, Mohammadbagher Mahaki, Udochukwu Marcel-Okafor, Laura Marín-Restrepo, Anna Marquardsen, Francesco Martellotta, Jyotirmay Mathur, Gráinne Mcgill, Isabel Mino-Rodriguez, Di Mou, Bassam Moujalled, Mia Nakajima, Edward Ng, Marcellinus Okafor, Mark Olweny, Wanlu Ouyang, Ana Ligia Papst de Abreu, Alexis Pérez-Fargallo, Indrika Rajapaksha, Greici Ramos, Saif Rashid, Christoph F. Reinhart, Ma. Isabel Rivera, Mazyar Salmanzadeh, Karin Schakib-Ekbatan, Stefano Schiavon, Salman Shooshtarian, Masanori Shukuya, Veronica Soebarto, Suhendri, Mohammad Tahsildoost, Federico Tartarini, Despoina Teli, Priyam Tewari, Samar Thapa, Maureen Trebilcock, Jörg Trojan, Ruqayyatu B. Tukur, Conrad Voelker, Yeung Yam, Liu Yang, Gabriela Zapata-Lancaster, Yongchao Zhai, Yingxin Zhu, Zahra Sadat Zomorodian

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Abstract

Thermal discomfort is one of the main triggers for occupants’ interactions with components of the built environment such as adjustments of thermostats and/or opening windows and strongly related to the energy use in buildings. Understanding causes for thermal (dis-)comfort is crucial for design and operation of any type of building. The assessment of human thermal perception through rating scales, for example in post-occupancy studies, has been applied for several decades; however, long-existing assumptions related to these rating scales had been questioned by several researchers. The aim of this study was to gain deeper knowledge on contextual influences on the interpretation of thermal perception scales and their verbal anchors by survey participants. A questionnaire was designed and consequently applied in 21 language versions. These surveys were conducted in 57 cities in 30 countries resulting in a dataset containing responses from 8225 participants. The database offers potential for further analysis in the areas of building design and operation, psycho-physical relationships between human perception and the built environment, and linguistic analyses.

Original language	English
Article number	289
Number of pages	10
Journal	Scientific Data
Volume	6
Issue number	1
DOIs	https://doi.org/10.1038/s41597-019-0272-6
Publication status	Published - 1 Dec 2019

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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Schweiker, M., Abdul-Zahra, A., André, M., Al-Atrash, F., Al-Khatri, H., Alprianti, R. R., Alsaad, H., Amin, R., Ampatzi, E., Arsano, A. Y., Azadeh, M., Azar, E., Bahareh, B., Batagarawa, A., Becker, S., Buonocore, C., Cao, B., Choi, J., Chun, C., ... Zomorodian, Z. S. (2019). The Scales Project, a cross-national dataset on the interpretation of thermal perception scales. Scientific Data, 6(1), [289]. https://doi.org/10.1038/s41597-019-0272-6

Schweiker, Marcel ; Abdul-Zahra, Amar ; André, Maíra ; Al-Atrash, Farah ; Al-Khatri, Hanan ; Alprianti, Rea Risky ; Alsaad, Hayder ; Amin, Rucha ; Ampatzi, Eleni ; Arsano, Alpha Yacob ; Azadeh, Montazami ; Azar, Elie ; Bahareh, Bannazadeh ; Batagarawa, Amina ; Becker, Susanne ; Buonocore, Carolina ; Cao, Bin ; Choi, Joon-ho ; Chun, Chungyoon ; Daanen, Hein ; Damiati, Siti Aisyah ; Daniel, Lyrian ; De Vecchi, Renata ; Dhaka, Shivraj ; Domínguez-Amarillo, Samuel ; Dudkiewicz, Edyta ; Edappilly, Lakshmi Prabha ; Fernández-Agüera, Jesica ; Folkerts, Mireille ; Frijns, Arjan ; Gaona, Gabriel ; Garg, Vishal ; Gauthier, Stephanie ; Jabbari, Shahla Ghaffari ; Harimi, Djamila ; Hellwig, Runa T. ; Huebner, Gesche M. ; Jin, Quan ; Jowkar, Mina ; Kania, Renate ; Kim, Jungsoo ; King, Nelson ; Kingma, Boris ; Koerniawan, M. Donny ; Kolarik, Jakub ; Kumar, Shailendra ; Kwok, Alison ; Lamberts, Roberto ; Laska, Marta ; Lee, M.C. Jeffrey ; Lee, Yoonhee ; Lindermayr, Vanessa ; Mahaki, Mohammadbagher ; Marcel-Okafor, Udochukwu ; Marín-Restrepo, Laura ; Marquardsen, Anna ; Martellotta, Francesco ; Mathur, Jyotirmay ; Mcgill, Gráinne ; Mino-Rodriguez, Isabel ; Mou, Di ; Moujalled, Bassam ; Nakajima, Mia ; Ng, Edward ; Okafor, Marcellinus ; Olweny, Mark ; Ouyang, Wanlu ; Papst de Abreu, Ana Ligia ; Pérez-Fargallo, Alexis ; Rajapaksha, Indrika ; Ramos, Greici ; Rashid, Saif ; Reinhart, Christoph F. ; Rivera, Ma. Isabel ; Salmanzadeh, Mazyar ; Schakib-Ekbatan, Karin ; Schiavon, Stefano ; Shooshtarian, Salman ; Shukuya, Masanori ; Soebarto, Veronica ; Suhendri ; Tahsildoost, Mohammad ; Tartarini, Federico ; Teli, Despoina ; Tewari, Priyam ; Thapa, Samar ; Trebilcock, Maureen ; Trojan, Jörg ; Tukur, Ruqayyatu B. ; Voelker, Conrad ; Yam, Yeung ; Yang, Liu ; Zapata-Lancaster, Gabriela ; Zhai, Yongchao ; Zhu, Yingxin ; Zomorodian, Zahra Sadat. / The Scales Project, a cross-national dataset on the interpretation of thermal perception scales. In: Scientific Data. 2019 ; Vol. 6, No. 1.

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title = "The Scales Project, a cross-national dataset on the interpretation of thermal perception scales",

abstract = "Thermal discomfort is one of the main triggers for occupants{\textquoteright} interactions with components of the built environment such as adjustments of thermostats and/or opening windows and strongly related to the energy use in buildings. Understanding causes for thermal (dis-)comfort is crucial for design and operation of any type of building. The assessment of human thermal perception through rating scales, for example in post-occupancy studies, has been applied for several decades; however, long-existing assumptions related to these rating scales had been questioned by several researchers. The aim of this study was to gain deeper knowledge on contextual influences on the interpretation of thermal perception scales and their verbal anchors by survey participants. A questionnaire was designed and consequently applied in 21 language versions. These surveys were conducted in 57 cities in 30 countries resulting in a dataset containing responses from 8225 participants. The database offers potential for further analysis in the areas of building design and operation, psycho-physical relationships between human perception and the built environment, and linguistic analyses.",

author = "Marcel Schweiker and Amar Abdul-Zahra and Ma{\'i}ra Andr{\'e} and Farah Al-Atrash and Hanan Al-Khatri and Alprianti, {Rea Risky} and Hayder Alsaad and Rucha Amin and Eleni Ampatzi and Arsano, {Alpha Yacob} and Montazami Azadeh and Elie Azar and Bannazadeh Bahareh and Amina Batagarawa and Susanne Becker and Carolina Buonocore and Bin Cao and Joon-ho Choi and Chungyoon Chun and Hein Daanen and Damiati, {Siti Aisyah} and Lyrian Daniel and {De Vecchi}, Renata and Shivraj Dhaka and Samuel Dom{\'i}nguez-Amarillo and Edyta Dudkiewicz and Edappilly, {Lakshmi Prabha} and Jesica Fern{\'a}ndez-Ag{\"u}era and Mireille Folkerts and Arjan Frijns and Gabriel Gaona and Vishal Garg and Stephanie Gauthier and Jabbari, {Shahla Ghaffari} and Djamila Harimi and Hellwig, {Runa T.} and Huebner, {Gesche M.} and Quan Jin and Mina Jowkar and Renate Kania and Jungsoo Kim and Nelson King and Boris Kingma and Koerniawan, {M. Donny} and Jakub Kolarik and Shailendra Kumar and Alison Kwok and Roberto Lamberts and Marta Laska and Lee, {M.C. Jeffrey} and Yoonhee Lee and Vanessa Lindermayr and Mohammadbagher Mahaki and Udochukwu Marcel-Okafor and Laura Mar{\'i}n-Restrepo and Anna Marquardsen and Francesco Martellotta and Jyotirmay Mathur and Gr{\'a}inne Mcgill and Isabel Mino-Rodriguez and Di Mou and Bassam Moujalled and Mia Nakajima and Edward Ng and Marcellinus Okafor and Mark Olweny and Wanlu Ouyang and {Papst de Abreu}, {Ana Ligia} and Alexis P{\'e}rez-Fargallo and Indrika Rajapaksha and Greici Ramos and Saif Rashid and Reinhart, {Christoph F.} and Rivera, {Ma. Isabel} and Mazyar Salmanzadeh and Karin Schakib-Ekbatan and Stefano Schiavon and Salman Shooshtarian and Masanori Shukuya and Veronica Soebarto and Suhendri and Mohammad Tahsildoost and Federico Tartarini and Despoina Teli and Priyam Tewari and Samar Thapa and Maureen Trebilcock and J{\"o}rg Trojan and Tukur, {Ruqayyatu B.} and Conrad Voelker and Yeung Yam and Liu Yang and Gabriela Zapata-Lancaster and Yongchao Zhai and Yingxin Zhu and Zomorodian, {Zahra Sadat}",

year = "2019",

month = dec,

day = "1",

doi = "10.1038/s41597-019-0272-6",

language = "English",

volume = "6",

journal = "Scientific Data",

issn = "2052-4463",

publisher = "Nature Publishing Group",

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}

Schweiker, M, Abdul-Zahra, A, André, M, Al-Atrash, F, Al-Khatri, H, Alprianti, RR, Alsaad, H, Amin, R, Ampatzi, E, Arsano, AY, Azadeh, M, Azar, E, Bahareh, B, Batagarawa, A, Becker, S, Buonocore, C, Cao, B, Choi, J, Chun, C, Daanen, H, Damiati, SA, Daniel, L, De Vecchi, R, Dhaka, S, Domínguez-Amarillo, S, Dudkiewicz, E, Edappilly, LP, Fernández-Agüera, J, Folkerts, M, Frijns, A, Gaona, G, Garg, V, Gauthier, S, Jabbari, SG, Harimi, D, Hellwig, RT, Huebner, GM, Jin, Q, Jowkar, M, Kania, R, Kim, J, King, N, Kingma, B, Koerniawan, MD, Kolarik, J, Kumar, S, Kwok, A, Lamberts, R, Laska, M, Lee, MCJ, Lee, Y, Lindermayr, V, Mahaki, M, Marcel-Okafor, U, Marín-Restrepo, L, Marquardsen, A, Martellotta, F, Mathur, J, Mcgill, G, Mino-Rodriguez, I, Mou, D, Moujalled, B, Nakajima, M, Ng, E, Okafor, M, Olweny, M, Ouyang, W, Papst de Abreu, AL, Pérez-Fargallo, A, Rajapaksha, I, Ramos, G, Rashid, S, Reinhart, CF, Rivera, MI, Salmanzadeh, M, Schakib-Ekbatan, K, Schiavon, S, Shooshtarian, S, Shukuya, M, Soebarto, V, Suhendri, Tahsildoost, M, Tartarini, F, Teli, D, Tewari, P, Thapa, S, Trebilcock, M, Trojan, J, Tukur, RB, Voelker, C, Yam, Y, Yang, L, Zapata-Lancaster, G, Zhai, Y, Zhu, Y & Zomorodian, ZS 2019, 'The Scales Project, a cross-national dataset on the interpretation of thermal perception scales', Scientific Data, vol. 6, no. 1, 289. https://doi.org/10.1038/s41597-019-0272-6

The Scales Project, a cross-national dataset on the interpretation of thermal perception scales. / Schweiker, Marcel (Corresponding author); Abdul-Zahra, Amar; André, Maíra; Al-Atrash, Farah; Al-Khatri, Hanan; Alprianti, Rea Risky; Alsaad, Hayder; Amin, Rucha; Ampatzi, Eleni; Arsano, Alpha Yacob; Azadeh, Montazami; Azar, Elie; Bahareh, Bannazadeh; Batagarawa, Amina; Becker, Susanne; Buonocore, Carolina; Cao, Bin; Choi, Joon-ho; Chun, Chungyoon; Daanen, Hein; Damiati, Siti Aisyah; Daniel, Lyrian; De Vecchi, Renata; Dhaka, Shivraj; Domínguez-Amarillo, Samuel; Dudkiewicz, Edyta; Edappilly, Lakshmi Prabha; Fernández-Agüera, Jesica; Folkerts, Mireille; Frijns, Arjan; Gaona, Gabriel; Garg, Vishal; Gauthier, Stephanie; Jabbari, Shahla Ghaffari; Harimi, Djamila; Hellwig, Runa T.; Huebner, Gesche M.; Jin, Quan; Jowkar, Mina; Kania, Renate; Kim, Jungsoo; King, Nelson; Kingma, Boris; Koerniawan, M. Donny; Kolarik, Jakub; Kumar, Shailendra; Kwok, Alison; Lamberts, Roberto; Laska, Marta; Lee, M.C. Jeffrey; Lee, Yoonhee; Lindermayr, Vanessa; Mahaki, Mohammadbagher; Marcel-Okafor, Udochukwu; Marín-Restrepo, Laura; Marquardsen, Anna; Martellotta, Francesco; Mathur, Jyotirmay; Mcgill, Gráinne; Mino-Rodriguez, Isabel; Mou, Di; Moujalled, Bassam; Nakajima, Mia; Ng, Edward; Okafor, Marcellinus; Olweny, Mark; Ouyang, Wanlu; Papst de Abreu, Ana Ligia; Pérez-Fargallo, Alexis; Rajapaksha, Indrika; Ramos, Greici; Rashid, Saif; Reinhart, Christoph F.; Rivera, Ma. Isabel; Salmanzadeh, Mazyar; Schakib-Ekbatan, Karin; Schiavon, Stefano; Shooshtarian, Salman; Shukuya, Masanori; Soebarto, Veronica; Suhendri; Tahsildoost, Mohammad; Tartarini, Federico; Teli, Despoina; Tewari, Priyam; Thapa, Samar; Trebilcock, Maureen; Trojan, Jörg; Tukur, Ruqayyatu B.; Voelker, Conrad; Yam, Yeung; Yang, Liu; Zapata-Lancaster, Gabriela; Zhai, Yongchao; Zhu, Yingxin; Zomorodian, Zahra Sadat.

In: Scientific Data, Vol. 6, No. 1, 289, 01.12.2019.

Research output: Contribution to journal › Article › Academic › peer-review

TY - JOUR

T1 - The Scales Project, a cross-national dataset on the interpretation of thermal perception scales

AU - Schweiker, Marcel

AU - Abdul-Zahra, Amar

AU - André, Maíra

AU - Al-Atrash, Farah

AU - Al-Khatri, Hanan

AU - Alprianti, Rea Risky

AU - Alsaad, Hayder

AU - Amin, Rucha

AU - Ampatzi, Eleni

AU - Arsano, Alpha Yacob

AU - Azadeh, Montazami

AU - Azar, Elie

AU - Bahareh, Bannazadeh

AU - Batagarawa, Amina

AU - Becker, Susanne

AU - Buonocore, Carolina

AU - Cao, Bin

AU - Choi, Joon-ho

AU - Chun, Chungyoon

AU - Daanen, Hein

AU - Damiati, Siti Aisyah

AU - Daniel, Lyrian

AU - De Vecchi, Renata

AU - Dhaka, Shivraj

AU - Domínguez-Amarillo, Samuel

AU - Dudkiewicz, Edyta

AU - Edappilly, Lakshmi Prabha

AU - Fernández-Agüera, Jesica

AU - Folkerts, Mireille

AU - Frijns, Arjan

AU - Gaona, Gabriel

AU - Garg, Vishal

AU - Gauthier, Stephanie

AU - Jabbari, Shahla Ghaffari

AU - Harimi, Djamila

AU - Hellwig, Runa T.

AU - Huebner, Gesche M.

AU - Jin, Quan

AU - Jowkar, Mina

AU - Kania, Renate

AU - Kim, Jungsoo

AU - King, Nelson

AU - Kingma, Boris

AU - Koerniawan, M. Donny

AU - Kolarik, Jakub

AU - Kumar, Shailendra

AU - Kwok, Alison

AU - Lamberts, Roberto

AU - Laska, Marta

AU - Lee, M.C. Jeffrey

AU - Lee, Yoonhee

AU - Lindermayr, Vanessa

AU - Mahaki, Mohammadbagher

AU - Marcel-Okafor, Udochukwu

AU - Marín-Restrepo, Laura

AU - Marquardsen, Anna

AU - Martellotta, Francesco

AU - Mathur, Jyotirmay

AU - Mcgill, Gráinne

AU - Mino-Rodriguez, Isabel

AU - Mou, Di

AU - Moujalled, Bassam

AU - Nakajima, Mia

AU - Ng, Edward

AU - Okafor, Marcellinus

AU - Olweny, Mark

AU - Ouyang, Wanlu

AU - Papst de Abreu, Ana Ligia

AU - Pérez-Fargallo, Alexis

AU - Rajapaksha, Indrika

AU - Ramos, Greici

AU - Rashid, Saif

AU - Reinhart, Christoph F.

AU - Rivera, Ma. Isabel

AU - Salmanzadeh, Mazyar

AU - Schakib-Ekbatan, Karin

AU - Schiavon, Stefano

AU - Shooshtarian, Salman

AU - Shukuya, Masanori

AU - Soebarto, Veronica

AU - Suhendri, null

AU - Tahsildoost, Mohammad

AU - Tartarini, Federico

AU - Teli, Despoina

AU - Tewari, Priyam

AU - Thapa, Samar

AU - Trebilcock, Maureen

AU - Trojan, Jörg

AU - Tukur, Ruqayyatu B.

AU - Voelker, Conrad

AU - Yam, Yeung

AU - Yang, Liu

AU - Zapata-Lancaster, Gabriela

AU - Zhai, Yongchao

AU - Zhu, Yingxin

AU - Zomorodian, Zahra Sadat

PY - 2019/12/1

Y1 - 2019/12/1

N2 - Thermal discomfort is one of the main triggers for occupants’ interactions with components of the built environment such as adjustments of thermostats and/or opening windows and strongly related to the energy use in buildings. Understanding causes for thermal (dis-)comfort is crucial for design and operation of any type of building. The assessment of human thermal perception through rating scales, for example in post-occupancy studies, has been applied for several decades; however, long-existing assumptions related to these rating scales had been questioned by several researchers. The aim of this study was to gain deeper knowledge on contextual influences on the interpretation of thermal perception scales and their verbal anchors by survey participants. A questionnaire was designed and consequently applied in 21 language versions. These surveys were conducted in 57 cities in 30 countries resulting in a dataset containing responses from 8225 participants. The database offers potential for further analysis in the areas of building design and operation, psycho-physical relationships between human perception and the built environment, and linguistic analyses.

AB - Thermal discomfort is one of the main triggers for occupants’ interactions with components of the built environment such as adjustments of thermostats and/or opening windows and strongly related to the energy use in buildings. Understanding causes for thermal (dis-)comfort is crucial for design and operation of any type of building. The assessment of human thermal perception through rating scales, for example in post-occupancy studies, has been applied for several decades; however, long-existing assumptions related to these rating scales had been questioned by several researchers. The aim of this study was to gain deeper knowledge on contextual influences on the interpretation of thermal perception scales and their verbal anchors by survey participants. A questionnaire was designed and consequently applied in 21 language versions. These surveys were conducted in 57 cities in 30 countries resulting in a dataset containing responses from 8225 participants. The database offers potential for further analysis in the areas of building design and operation, psycho-physical relationships between human perception and the built environment, and linguistic analyses.

UR - http://www.scopus.com/inward/record.url?scp=85075666176&partnerID=8YFLogxK

U2 - 10.1038/s41597-019-0272-6

DO - 10.1038/s41597-019-0272-6

M3 - Article

C2 - 31772199

VL - 6

JO - Scientific Data

JF - Scientific Data

SN - 2052-4463

IS - 1

M1 - 289

ER -

The Scales Project, a cross-national dataset on the interpretation of thermal perception scales

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