Associated with manuscript titled: Fifty Muslim-majority countries have fewer COVID-19 cases and deaths than the 50 richest non-Muslim countriesThe objective of this research was to determine the difference in the total number of COVID-19 cases and deaths between Muslim-majority and non-Muslim countries, and investigate reasons for the disparities. Methods: The 50 Muslim-majority countries had more than 50.0% Muslims with an average of 87.5%. The non-Muslim country sample consisted of 50 countries with the highest GDP while omitting any Muslim-majority countries listed. The non-Muslim countries’ average percentage of Muslims was 4.7%. Data pulled on September 18, 2020 included the percentage of Muslim population per country by World Population Review15 and GDP per country, population count, and total number of COVID-19 cases and deaths by Worldometers.16 The data set was transferred via an Excel spreadsheet on September 23, 2020 and analyzed. To measure COVID-19’s incidence in the countries, three different Average Treatment Methods (ATE) were used to validate the results. Results published as a preprint at https://doi.org/10.31235/osf.io/84zq5(15) Muslim Majority Countries 2020 [Internet]. Walnut (CA): World Population Review. 2020- [Cited 2020 Sept 28]. Available from: http://worldpopulationreview.com/country-rankings/muslim-majority-countries (16) Worldometers.info. Worldometer. Dover (DE): Worldometer; 2020 [cited 2020 Sept 28]. Available from: http://worldometers.info

"Between October 2011 and November 2012, Pew Research Center, with generous funding from The Pew Charitable Trusts and the John Templeton Foundation, conducted a public opinion survey involving more than 30,000 face-to-face interviews in 26 countries in Africa, Asia, the Middle East and Europe. The survey asked people to describe their religious beliefs and practices, and sought to gauge respondents; knowledge of and attitudes toward other faiths. It aimed to assess levels of political and economic satisfaction, concerns about crime, corruption and extremism, positions on issues such as abortion and polygamy, and views of democracy, religious law and the place of women in society.

"Although the surveys were nationally representative in most countries, the primary goal of the survey was to gauge and compare beliefs and attitudes of Muslims. The findings for Muslim respondents are summarized in the Religion & Public Life Project's reports The World's Muslims: Unity and Diversity and The World's Muslims: Religion, Politics and Society, which are available at www.pewresearch.org. [...] This dataset only contains data for Muslim respondents in the countries surveyed. Please note that this codebook is meant as a guide to the dataset, and is not the survey questionnaire." (2012 Pew Religion Worlds Muslims Codebook)

While it is widely accepted that conflict and large-scale migrations over the past century, of minorities and Muslims, has led to 'decosmopolitanisation' of Muslim Asia’s cities, we have also seen that interreligious relations actually persist, but often unrecognised, in older and newer diasporic contexts, and in appeals to a shared urban heritage. The historic presence of ethno-religious minorities in Muslim Asia’s urban centres is also a source of intellectual activity, political debate, and cultural imagination in the region. Influential actors–merchants, intellectuals, artists, and politicians - advance geographical imaginaries that contest both modern conceptions of the secular nation-state as well as sectarianised notions of culture and polity. The cultural basis for such imaginaries is often to be found in historical and cultural imaginings of Asia’s cities which have been ‘branded’ by national and international actors as ‘cultural heritage’ sites. This comparative research programme proposes to analyse the ways in which both everyday living and projects of the imagination invoke urban imaginaries, and the extent to which these transcend (or reinforce) religious, sectarian, national and ethnic boundaries. It will deliver a novel approach to the significance of urban heritage to politics and culture in Muslim Asia, challenge one-dimensional understandings of Muslim-non-Muslim relationships, and respond to an urgent need for younger generations of the diasporas understudy to have access to material relating to their backgrounds.Afterlives will research the persistence or avoidance of interreligious relations between Muslims and non-Muslims and the modes by which these elicit or invoke shared urban sensibilities. We will conduct ethnographic fieldwork amongst migrant minority and Muslim communities in London, New York, Vienna, Jerusalem, Istanbul and Vienna and in 3 of the 4 selected cities. The project will document the vitality of legacies of cosmopolitan urban living and the role in these of diasporic communities, and analyse in Muslim Asia how projects of heritage reproduce social boundaries (e.g. between diasporic and settled communities, and urban and non-urban/ not fully urban citizens). Doing so will develop a new and different approach to interreligious relationships that illuminates the importance of shared attachment to urban centres, and enables greater sensitivity in future interventions in the field of tangible and intangible heritage preservation and restoration. First, the project will generate empirical data on the temporal and geographic dispersal of the cities under-study. We will map flows of people through space and time by conducting textual, archival and visual research in countries of origin and sites of migration. Second, Afterlives will investigate how projects of imagination relating to historic centres are produced and sustained, and explore how they point to diversity in Muslim Asia's cultural imaginaries. To do so we will investigate emergent configurations of culture, history, identity and geography in Muslim Asia by exploring the significance of relationships and exchanges between Muslim and ethno-religious minorities to imagination in the region today. We will: interview key actors in the production of imaginaries, focusing especially on cultural elites (intellectuals, musicians, artists, poets, politicians and activists); record the genres (visual, literary, musical, culinary) where such imaginations are generated and sustained and explore ethnographically the sites (digital, political, scholarly, and social) in which they are performed and consumed; explore the implications of architectural reconstruction on such imaginaries by visiting key sites, and interview relevant heritage specialists, local and national policy-makers, pilgrims/tourists, and custodians; trace the use in projects of imagination of knowledge about tangible and intangible heritage preservation. Third, given declining levels of religious diversity in urban centres, it is oft assumed that Silk Road-era commercial relationships between Muslim and non-Muslim merchants are no longer of relevance. Yet our recent fieldwork suggests otherwise: Muslim and Sikh traders from Afghanistan interacted from the 1980s onwards in London and Moscow, for example. To explore such interreligious commercial relationships we will carry out in-depth ethnographic work with diasporic merchants in key trading sites - markets, shops and warehouses - and explore documentary and archival material in the form of autobiographies of merchants and company records. Fourth, to research the 'doing' of connectivity, and the role played by tacit modes of acting across lines of difference in sustaining cultural and religious sensibilities of urban living, we will focus on specific practices, rituals, and expressions of sociality in diaspora communities. We will ask if gender, migration histories, generation, and class position influence the distribution of this skill, exploring the role it has played in facilitating and constraining legacies of collective urban living in diasporas. Beyond our partners, we will share findings with organisations that implement heritage projects (e.g. Aga Khan Foundation, UNESCO, UN Habitat, and Ministry of Culture, Afghanistan), that manage diaspora-homeland relations (e.g. Ministry of Foreign Affairs, Afghanistan;) that work on regional conflicts (e.g. Foreign and Commonwealth Office); also with the communities under study and broader publics. The data collated is largely gathered through individuals with members of diaspora Afghans from a variety of religious backgrounds, including those identifying as Muslim, Sikh, Hindu and Jewish. The study focuses on diaspora settings in which these communities are especially established, notably London and New York. Individuals were selected to be interviewed on the basis of their playing an active role in the life of the communities and also on the basis of ethnographic fieldwork undertaken by the researcher. The data also includes a discussion of the ethnographic work undertaken by the researcher in the form of a series of reports. Included also are notes in a book on Afghanistan's Hindu community (translated from Persian).

The following dataset contains 7 audio recordings (5 items) on the subject of Islam in Egypt. All summaries are rendered in English. Interviews were conducted in English and Arabic. This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

MUSLIMWOMENFILM is a Horizon2020-funded interdisciplinary project that identifies a new object of study, Muslim women’s auto/biographical filmmaking, and maps the factors that make it distinctive within women’s and feminist cinema. As part of the project, this dataset of 290 auto/biographical film titles made by Muslim women filmmakers from Pakistan, Iran, Afghanistan, Bangladesh, and Turkey from the 1980s to date was created. The date of 1980 is significant of the advent and broad availability of video technologies, which facilitated independent filmmaking, new topics, wider audiences and exhibition, and the global emergence of a greater number of women filmmakers. The data was drawn from scholarly studies, industrial reports, governmental and non-governmental bodies, film festivals, and filmmakers’ websites. The resulting dataset includes essential data for each film, and categorizes them under a number of headings, selected to highlight important features of the films and of their auto/biographical approach. The categorization is discussed in the related text file. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 837154.

India Census: Population: by Religion: Muslim: Urban data was reported at 68,740,419.000 Person in 2011. This records an increase from the previous number of 49,393,496.000 Person for 2001. India Census: Population: by Religion: Muslim: Urban data is updated yearly, averaging 59,066,957.500 Person from Mar 2001 (Median) to 2011, with 2 observations. The data reached an all-time high of 68,740,419.000 Person in 2011 and a record low of 49,393,496.000 Person in 2001. India Census: Population: by Religion: Muslim: Urban data remains active status in CEIC and is reported by Census of India. The data is categorized under India Premium Database’s Demographic – Table IN.GAE001: Census: Population: by Religion.

IndQNER

IndQNER is a Named Entity Recognition (NER) benchmark dataset that was created by manually annotating 8 chapters in the Indonesian translation of the Quran. The annotation was performed using a web-based text annotation tool, Tagtog, and the BIO (Beginning-Inside-Outside) tagging format. The dataset contains:

3117 sentences

62027 tokens

2475 named entities

18 named entity categories

Named Entity Classes

The named entity classes were initially defined by analyzing the existing Quran concepts ontology. The initial classes were updated based on the information acquired during the annotation process. Finally, there are 20 classes, as follows:

Allah

Allah's Throne

Artifact

Astronomical body

Event

False deity

Holy book

Language

Angel

Person

Messenger

Prophet

Sentient

Afterlife location

Geographical location

Color

Religion

Food

Fruit

The book of Allah

Annotation Stage

There were eight annotators who contributed to the annotation process. They were informatics engineering students at the State Islamic University Syarif Hidayatullah Jakarta.

Anggita Maharani Gumay Putri

Muhammad Destamal Junas

Naufaldi Hafidhigbal

Nur Kholis Azzam Ubaidillah

Puspitasari

Septiany Nur Anggita

Wilda Nurjannah

William Santoso

Verification Stage

We found many named entity and class candidates during the annotation stage. To verify the candidates, we consulted Quran and Tafseer (content) experts who are lecturers at Quran and Tafseer Department at the State Islamic University Syarif Hidayatullah Jakarta.

Dr. Eva Nugraha, M.Ag.

Dr. Jauhar Azizy, MA

Dr. Lilik Ummi Kultsum, MA

Evaluation

We evaluated the annotation quality of IndQNER by performing experiments in two settings: supervised learning (BiLSTM+CRF) and transfer learning (IndoBERT fine-tuning).

Supervised Learning Setting

The implementation of BiLSTM and CRF utilized IndoBERT to provide word embeddings. All experiments used a batch size of 16. These are the results:

Maximum sequence length Number of e-poch Precision Recall F1 score

256 10 0.94 0.92 0.93

256 20 0.99 0.97 0.98

256 40 0.96 0.96 0.96

256 100 0.97 0.96 0.96

512 10 0.92 0.92 0.92

512 20 0.96 0.95 0.96

512 40 0.97 0.95 0.96

512 100 0.97 0.95 0.96

Transfer Learning Setting

We performed several experiments with different parameters in IndoBERT fine-tuning. All experiments used a learning rate of 2e-5 and a batch size of 16. These are the results:

Maximum sequence length Number of e-poch Precision Recall F1 score

256 10 0.67 0.65 0.65

256 20 0.60 0.59 0.59

256 40 0.75 0.72 0.71

256 100 0.73 0.68 0.68

512 10 0.72 0.62 0.64

512 20 0.62 0.57 0.58

512 40 0.72 0.66 0.67

512 100 0.68 0.68 0.67

This dataset is also part of the NusaCrowd project which aims to collect Natural Language Processing (NLP) datasets for Indonesian and its local languages.

How to Cite

@InProceedings{10.1007/978-3-031-35320-8_12,author="Gusmita, Ria Hariand Firmansyah, Asep Fajarand Moussallem, Diegoand Ngonga Ngomo, Axel-Cyrille",editor="M{\'e}tais, Elisabethand Meziane, Faridand Sugumaran, Vijayanand Manning, Warrenand Reiff-Marganiec, Stephan",title="IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran",booktitle="Natural Language Processing and Information Systems",year="2023",publisher="Springer Nature Switzerland",address="Cham",pages="170--185",abstract="Indonesian is classified as underrepresented in the Natural Language Processing (NLP) field, despite being the tenth most spoken language in the world with 198 million speakers. The paucity of datasets is recognized as the main reason for the slow advancements in NLP research for underrepresented languages. Significant attempts were made in 2020 to address this drawback for Indonesian. The Indonesian Natural Language Understanding (IndoNLU) benchmark was introduced alongside IndoBERT pre-trained language model. The second benchmark, Indonesian Language Evaluation Montage (IndoLEM), was presented in the same year. These benchmarks support several tasks, including Named Entity Recognition (NER). However, all NER datasets are in the public domain and do not contain domain-specific datasets. To alleviate this drawback, we introduce IndQNER, a manually annotated NER benchmark dataset in the religious domain that adheres to a meticulously designed annotation guideline. Since Indonesia has the world's largest Muslim population, we build the dataset from the Indonesian translation of the Quran. The dataset includes 2475 named entities representing 18 different classes. To assess the annotation quality of IndQNER, we perform experiments with BiLSTM and CRF-based NER, as well as IndoBERT fine-tuning. The results reveal that the first model outperforms the second model achieving 0.98 F1 points. This outcome indicates that IndQNER may be an acceptable evaluation metric for Indonesian NER tasks in the aforementioned domain, widening the research's domain range.",isbn="978-3-031-35320-8"}

Contact

If you have any questions or feedback, feel free to contact us at ria.hari.gusmita@uni-paderborn.de or ria.gusmita@uinjkt.ac.id

This Arab West Report Interview Documentation Project dataset consists of 4 audio recordings (3 interviews) with Dr. Buṭrus Buṭrus Ghālī. All summary translations and metadata for the recordings are written in English. The recorded interview was conducted in French, English, Dutch, and German. This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

DOI This repository contains historical data collected in the digital humanities project Dhimmis & Muslims – Analysing Multireligious Spaces in the Medieval Muslim World. The project was funded by the VolkswagenFoundation within the scope of the Mixed Methods initiative. The project was a collaboration between the Institute for Medieval History II of the Goethe University in Frankfurt/Main, Germany, and the Institute for Visualization and Interactive Systems at the University of Stuttgart, and took place there from 2018 to 2021. The objective of this joint project was to develop a novel visualization approach in order to gain new insights on the multi-religious landscapes of the Middle East under Muslim rule during the Middle Ages (7th to 14th century). In particular, information on multi-religious communities were researched and made available in a database accessible through interactive visualization as well as through a pilot web-based geo-temporal multi-view system to analyze and compare information from multiple sources. The code for this visualization system is publicly available on GitHub under the MIT license. The data in this repository is a curated database dump containing data collected from a predetermined set of primary historical sources and literature. The core objective of the data entry was to record historical evidence for religious groups in cities of the Medieval Middle East. In the project, data was collected in a relational PostgreSQL database, the structure of which can be reconstructed from the file schema.sql. An entire database dump including both the database schema and the table contents is located in database.sql. The PDF file database-structure.pdf describes the relationship between tables in a graphical schematic. In the database.json file, the contents of the individual tables are stored in JSON format. At the top level, the JSON file is an object. Each table is stored as a key-value pair, where the key is the database name, and the value is an array of table records. Each table record is itself an object of key-value pairs, where the keys are the table columns, and the values are the corresponding values in the record. The dataset is centered around the evidence, which represents one piece of historical evidence as extracted from one or more sources. An evidence must contain a reference to a place and a religion, and may reference a person and one or more time spans. Instances are used to connect evidences to places, persons, and religions; and additional metadata are stored individually in the instances. Time instances are connected to the evidence via a time group to allow for more than one time span per evidence. An evidence is connected via one or more source instances to one or more sources. Evidences can also be tagged with one or more tags via the tag_evidence table. Places and persons have a type, which are defined in the place type and person type tables. Alternative names for places are stored in the name_var table with a reference to the respective language. For places and persons, references to URIs in other data collections (such as Syriaca.org or the Digital Atlas of the Roman Empire) are also stored, in the external_place_uri and external_person_uri tables. Rules for how to construct the URIs from the fragments stored in the last-mentioned tables are controlled via the uri_namespace and external_database tables. Part of the project was to extract historical evidence from digitized texts, via annotations. Annotations are placed in a document, which is a digital version of a source. An annotation can be one of the four instance types, thereby referencing a place, person, religion, or time group. A reference to the annotation is stored in the instance, and evidences are constructed from annotations by connecting the respective instances in an evidence tuple.

This Arab West Report Interview Documentation Project dataset contains 6 audio recordings (3 items) on Egyptian Jews & Anti-Semitism. The summaries of the audio interviews are written in English. The interviews proper are conducted in Arabic and English This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

Abstract

The fourth edition of the Global Findex offers a lens into how people accessed and used financial services during the COVID-19 pandemic, when mobility restrictions and health policies drove increased demand for digital services of all kinds.

The Global Findex is the world's most comprehensive database on financial inclusion. It is also the only global demand-side data source allowing for global and regional cross-country analysis to provide a rigorous and multidimensional picture of how adults save, borrow, make payments, and manage financial risks. Global Findex 2021 data were collected from national representative surveys of about 128,000 adults in more than 120 economies. The latest edition follows the 2011, 2014, and 2017 editions, and it includes a number of new series measuring financial health and resilience and contains more granular data on digital payment adoption, including merchant and government payments.

The Global Findex is an indispensable resource for financial service practitioners, policy makers, researchers, and development professionals.

Geographic coverage

National coverage

Analysis unit

Individual

Kind of data

Observation data/ratings [obs]

Sampling procedure

In most developing economies, Global Findex data have traditionally been collected through face-to-face interviews. Surveys are conducted face-to-face in economies where telephone coverage represents less than 80 percent of the population or where in-person surveying is the customary methodology. However, because of ongoing COVID-19 related mobility restrictions, face-to-face interviewing was not possible in some of these economies in 2021. Phone-based surveys were therefore conducted in 67 economies that had been surveyed face-to-face in 2017. These 67 economies were selected for inclusion based on population size, phone penetration rate, COVID-19 infection rates, and the feasibility of executing phone-based methods where Gallup would otherwise conduct face-to-face data collection, while complying with all government-issued guidance throughout the interviewing process. Gallup takes both mobile phone and landline ownership into consideration. According to Gallup World Poll 2019 data, when face-to-face surveys were last carried out in these economies, at least 80 percent of adults in almost all of them reported mobile phone ownership. All samples are probability-based and nationally representative of the resident adult population. Phone surveys were not a viable option in 17 economies that had been part of previous Global Findex surveys, however, because of low mobile phone ownership and surveying restrictions. Data for these economies will be collected in 2022 and released in 2023.

In economies where face-to-face surveys are conducted, the first stage of sampling is the identification of primary sampling units. These units are stratified by population size, geography, or both, and clustering is achieved through one or more stages of sampling. Where population information is available, sample selection is based on probabilities proportional to population size; otherwise, simple random sampling is used. Random route procedures are used to select sampled households. Unless an outright refusal occurs, interviewers make up to three attempts to survey the sampled household. To increase the probability of contact and completion, attempts are made at different times of the day and, where possible, on different days. If an interview cannot be obtained at the initial sampled household, a simple substitution method is used. Respondents are randomly selected within the selected households. Each eligible household member is listed, and the hand-held survey device randomly selects the household member to be interviewed. For paper surveys, the Kish grid method is used to select the respondent. In economies where cultural restrictions dictate gender matching, respondents are randomly selected from among all eligible adults of the interviewer's gender.

In traditionally phone-based economies, respondent selection follows the same procedure as in previous years, using random digit dialing or a nationally representative list of phone numbers. In most economies where mobile phone and landline penetration is high, a dual sampling frame is used.

The same respondent selection procedure is applied to the new phone-based economies. Dual frame (landline and mobile phone) random digital dialing is used where landline presence and use are 20 percent or higher based on historical Gallup estimates. Mobile phone random digital dialing is used in economies with limited to no landline presence (less than 20 percent).

For landline respondents in economies where mobile phone or landline penetration is 80 percent or higher, random selection of respondents is achieved by using either the latest birthday or household enumeration method. For mobile phone respondents in these economies or in economies where mobile phone or landline penetration is less than 80 percent, no further selection is performed. At least three attempts are made to reach a person in each household, spread over different days and times of day.

Sample size for Iran, Islamic Rep. is 1005.

Mode of data collection

Landline and mobile telephone

Research instrument

Questionnaires are available on the website.

Sampling error estimates

Estimates of standard errors (which account for sampling error) vary by country and indicator. For country-specific margins of error, please refer to the Methodology section and corresponding table in Demirgüç-Kunt, Asli, Leora Klapper, Dorothe Singer, Saniya Ansar. 2022. The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. Washington, DC: World Bank.

This dataset contains the Arab West Report special reports published in the year 2003. The majority of the material in this dataset focuses on in depth analysis of Muslim-Christian relations in Egypt, however, Judaism is also the subject of a great deal of analysis in these reports. A number of the reports address relations between religious minorities such as 'dhimmi' status, and the complex relationship between national identity and religious identity. A number of reports are also media critique, a staple of AWR’s work.The AWR reports in this dataset also describe the early work of AWR, and introduce several of its early board members and affiliates. Authors include:- Cornelis Hulsman, Drs.- Sunni M. Khalid- Jeff Adams (Dr. Rev.)- Larry F. Levine (Dr.)- Victor M. Ordonez- Michael Reimer (Dr.)- Wolfram Reiss, (Rev. Dr.)- Johanna Pink (Dr.)- Nirmīn Fawzī- Hedda Klip- Munīr Hannā Anīs Armanius (Bishop)- Cassandra Chambliss- Adam Hannestad- David Weaver- Konrad Knolle (Rev.)- Usamah Wadi‘ al-Ahwani- Marjam Van Oort- Nawal al-Sa‘dawi- M.E. van Gent- Subhi ‘Uwaydah, (Rev. Dr.)- Andreas Van Agt, (Dr.)Institutional authors include AWR Editorial Board, AWR Board of Advisors, Center for the Study of Christianity in Islamic Lands (CSCIL), and EKD Presservice. All reports are written in English, though some reports feature Arabic text or cite Arabic sources.Team including job titles:Sparks, MA M.R. (Center for Intercultural Dialogue and Translation (CIDT))Adams, Rev.Dr. J. (Religious News Service from the Arab-World (RNSAW))Levine, Dr. L.Khalid, S.Reimer, Dr. M. (American University in Cairo)Ordonez, Dr. V.Reiss, Rev. Dr. W.Pink, Dr. J.Fawzi, N. (Religious News Service from the Arab World (RNSAW))Klip, Rev. H. (Swiss Reformed Church)Hannā Anīs Armanius, Bishop M. (Episcopal Church)Chambliss, C. (Intern-Center for Arab-West Understanding (CAWU))Hannestad, A.Weaver, D. (Church World Service, USA)Knolle, Rev. K. (German Reformed Church in Cairo)Al-Ahwani, U. (Religious News Service from the Arab-World (RNSAW))Oort, M. Van (Roos Foundation)Al-Sa'adawi, N.Gent, M.E. VanUwaydah, Rev. Dr. S. (Coptic Evangelical Church Ismailia, Egypt)van Agt, Dr. A.EKD Press ServiceCenter for the Study of Christianity in Islamic Lands (CSCIL)AWR Editorial BoardAWR Board of AdvisorsHulsman, Drs. C. Mr. (Center for Intercultural Dialogue and Translation This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

Description (taken from EASY): This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings. The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism. The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority). It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany). Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner. As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain. CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT. CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.

This dataset contains the Arab-West Report special reports that were published in 2007. This dataset mainly contains the writings of Cornelis Hulsman, Drs., among other authors on topics related to Muslim- Christian relations and interfaith dialogue. Additionally, this dataset features certain reports related to the Christian faith in Egypt, Monastic life and Coptic traditions.Some of the articles address the media coverage of Muslim-Christian incidents and sectarian tensions, and how biased media reporting can often exacerbate existing tensions between groups. These articles feature a number of interviews conducted by Arab West Report with prominent social figures and scholars.Additionally, reports from this dataset discuss conversion cases and interfaith meetings that were held at the time. This dataset also contains media critique from Arab West Report Editor-in-Chief Cornelis Hulsman, Drs.Some of the themes that characterize this dataset include:- Authors report on their trip to see the celebration of the Holy Family crossing the Nile River in a village in Upper Egypt. They reflect on their experiences and the need to improve dialogue between Muslims and Christians in Egypt.- An overview of a forum organized by the Center for Civilizational Studies and Dialogue between Cultures at Cairo University to introduce a book written by Father Christian van Nispen, sj, entitled, ‘Christians and Muslims: Brothers before God.’ van Nispen’s principle argument is that both Muslims and Christians worship one and the same God, but according to different understandings.- Another report highlighted the second conference on bias, entitled: ‘The International Conference for Dialogue between Civilizations and the Different Tracks of Knowledge.’ The 4-day conference, was sponsored by the Program for Civilizational Studies and Dialogue between Cultures at Cairo University, and the International Institute of Islamic Thought.- The Arab West Report annual report: The Center for Arab-West Understanding presents its annual report for 2006.Media critique:- “Minister Of Awqaf Dr. Hamdi Zakzouk Falsely Accused Of Calling For The Death Penalty For Apostates From Islam”: Arab-West Report responds to media claims that Dr. Hamdi Zakzouk called for the death penalty for apostates from Islam.-In another report, the authors stress that misguided media reporting often only serves to further tensions, particularly in cases of sectarian strife. Another article presents the transcript of a lecture for the Arab Thought Forum. It considers media distortions and mis-representation in the media that only serve to further antagonize Muslim-Christian relations and the perception of Islam / the Arab world in the West. Cornelis Hulsman, Drs., explains the role of the Center for Arab West Understanding, and the importance of constructive, unbiased, and fully researched journalism.-Hulsman stressed in one of his articles that media frequently manipulate headlines in an effort to present stories in the context they desire. Headlines are also frequently sensationalized in an effort to attract a larger number of readers, but if this also distorts a story this should be questioned. Cornelis Hulsman, Drs., stresses the danger of ignorant media reporting, and the damage that inaccurate fact-checking can cause. He provides a number of examples from various intellectuals, commenting on stories that have been sensationalized in the media, and the negative effects this reporting had on Arab-West relations and on furthering dialogue between the Islamic and Arab world and the West.Interviews:-“An interview With Father Basilius About Father Matta Al-Maskin”: Father Basilius discusses the history and theological philosophies of Father Mattá al-Maskīn. The interview is mainly focused on theology and the practices of clergymen.- An interview with Tarek Heggy at CIDT where Drs. Cornelis Hulsman and staff members discuss sensitive issues throughout the Arab world.- An interview by AWR/ CIDT interns with Dr. Hala Mustafa, where she comments on her role in the National Democratic Party’s Policies Committee, her opinions on reform in Egypt, critiques the role of Egyptian security, and outlines the necessary steps needed for reform to take effect.- “Saad Eddin Ibrahim Meets With CIDT Interns To Discuss How Islamists Have Changed”: Saad Eddin Ibrahim, is one of the most outspoken critics of the Egyptian government, who was imprisoned from 2000-2003 for his critique. Saad Eddin Ibrahim is a liberal secularist, but as a result of his strong democratic stance, he defends the rights of all groups in society, including Islamists, to participate in the politics of the country. CIDT-interns met with him for a talk about his life and his views.-A review of the Annual Anglican-Al Azhar Interfaith Meeting Dialogue held in All-Saints Cathedral which implicitly dealt with dialogue and means of furthering it.-A report on church response to poverty in Egypt and specifically how this issue is being addressed by the Coptic Orthodox Church in an attempt to alleviate the suffering of Egyptians.-The following presents an investigative report authored by Mads Akselbo Holm, an intern for Arab-West Report, on the issue of Muslims leaving their faith. This study provides an excellent background to the commotion caused by Muḥammad Ḥijāzī announcing his conversion to Christianity. In addition to that, another article discussed “The Freedom to Change One’s Religion Or Belief”; and another spoke of “Article 18 Of The Universal Declaration Of Human Rights”, indicating that although Egyptian civil law does not prohibit conversion from one religion to another, there are discrepancies in an individual’s ability to convert.-Debates about freedom of religion and conversion in Egypt focusing on legal cases of conversions, specifically changing one’s religious identity on identification cards.- A report by Hulsman discussed the state of past and present relations between Muslims and Christians in Egypt. The paper opens by giving information about Pope Shenouda III and the most important incidents that have taken place during his reign. The second half of the paper then looks at specific examples of Christian contributions to Christian-Muslim tensions in contemporary Egypt.- An article discusses the exaggerated interpretations of some Western Christians about the position of Christians in Egypt.Authors featured in this dataset are:Cornelis Hulsman, Drs., Ane Skov Birk, Salmā Ānwar, Drs. Sawsan Jabrah Ayyub Khalil, Katrin Koehler, Christian Fastenrath, Dr. Larry F. Levine, Wisām Muhammad al-Duwīnī, Maria Rezzonico, Mads Akselbo Holm, and Susan Richards-Benson

WorldPop produces different types of gridded population count datasets, depending on the methods used and end application. Please make sure you have read our Mapping Populations overview page before choosing and downloading a dataset.

Datasets are available to download in Geotiff and ASCII XYZ format at a resolution of 30 arc-seconds (approximately 1km at the equator)

-Unconstrained individual countries 2000-2020: Population density datasets for all countries of the World for each year 2000-2020 – derived from the corresponding Unconstrained individual countries 2000-2020 population count datasets by dividing the number of people in each pixel by the pixel surface area. These are produced using the unconstrained top-down modelling method.
-Unconstrained individual countries 2000-2020 UN adjusted: Population density datasets for all countries of the World for each year 2000-2020 – derived from the corresponding Unconstrained individual countries 2000-2020 population UN adjusted count datasets by dividing the number of people in each pixel, adjusted to match the country total from the official United Nations population estimates (UN 2019), by the pixel surface area. These are produced using the unconstrained top-down modelling method.

Data for earlier dates is available directly from WorldPop.

WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton; Department of Geography and Geosciences, University of Louisville; Departement de Geographie, Universite de Namur) and Center for International Earth Science Information Network (CIESIN), Columbia University (2018). Global High Resolution Population Denominators Project - Funded by The Bill and Melinda Gates Foundation (OPP1134076). https://dx.doi.org/10.5258/SOTON/WP00674

This dataset contains 2 audio recordings (1 item) with Buṭrus Buṭrus Ghālī and Joseph E. Connor on reforms within the United Nations (UN). The interview is conducted in English and Arabic. The summary of the recordings and the metadata are presented in English. This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

Age and sex structures: WorldPop produces different types of gridded population count datasets, depending on the methods used and end application. An overview of the data can be found in Tatem et al, and a description of the modelling methods used found in Tatem et al and Pezzulo et al. The 'Global per country 2000-2020' datasets represent the outputs from a project focused on construction of consistent 100m resolution population count datasets for all countries of the World for each year 2000-2020 structured by male/female and 5-year age classes (plus a <1 year class). These efforts necessarily involved some shortcuts for consistency. The 'individual countries' datasets represent older efforts to map population age and sex counts for each country separately, using a set of tailored geospatial inputs and differing methods and time periods. The 'whole continent' datasets are mosaics of the individual countries datasets. WorldPop (www.worldpop.org - School of Geography and Environmental Science, University of Southampton; Department of Geography and Geosciences, University of Louisville; Departement de Geographie, Universite de Namur) and Center for International Earth Science Information Network (CIESIN), Columbia University (2018). Global High Resolution Population Denominators Project - Funded by The Bill and Melinda Gates Foundation (OPP1134076).

This dataset brings together a range of images split into two categories: Clear and Foggy.

It is designed to aid researchers and developers in solving computer vision problems, particularly those focused on environmental condition detection, image enhancement, and autonomous systems that operate in various weather scenarios. The dataset is ideal for tasks such as image classification, segmentation, object detection, and style transfer in challenging conditions.

With the growing demand for robust computer vision models, this dataset provides a valuable resource for training and evaluating models that need to recognize, differentiate, and process visual data under foggy and clear weather conditions. It can be used for applications in autonomous vehicles, surveillance systems, drone navigation, and even in aesthetic transformations for photo editing and media production.

The dataset includes:

• High-quality images labeled as either clear or foggy.
• A wide variety of scenes, including urban, rural, and natural environments.
• Scenarios are designed to test model robustness in varying levels of visibility and contrast.

This dataset is suitable for machine learning and deep learning projects related to image analysis, environment perception, and autonomous technology development.

This dataset contains three Arab-West Report special reports that were published in 2015. The dataset consists of one article on the “China Day” celebrations held by Cairo’s notable Chinese community, and two media analyses: one on reports from the International Leadership Initiative that Christianity is on the rise in the Middle East, and one on the media gags surrounding the killing of a group of Mexican tourists in Egypt. The “China Day” article was written by Maurice Gajan, while the two media analyses were written by Arab-West Report Editor in Chief, Drs. Cornelis Hulsman. All reports are written in English, though some reports feature Arabic text or cite Arabic sources.Team including job titles:Sparks, MA M.R. (Center for Intercultural Dialogue and Translation (CIDT))Gajan, M. (Intern-Center for Arab West Understanding (CAWU))Hulsman, Drs. C. (Center for Intercultural Dialogue and Translation) This Thematic Collection contains links to the datasets of the Stichting Arab-West Foundation (AWF), in The Netherlands in close cooperation with the Center for Intercultural Dialogue and Translation (CIDT). These datasets cover the period 1994-2016. The data consists of the reporting of Dutch sociologist Cornelis Hulsman, reporting supervised by him, full-transcript interviews, audio recordings and summaries of these audio recordings.The Arab-West Foundation was established in 2005 to support the work of Cornelis Hulsman and his wife Eng. Sawsan Gabra Ayoub Hulsman-Khalil in Egypt. Cornelis Hulsman left The Netherlands for Egypt in October 1994. Sawsan Hulsman followed suit in 1995. They focused primarily on the study of Muslim-Christian relations and the role of religion in society in Egypt and neighboring countries, while obtaining their income from journalism.The purpose of this work was to foster greater understanding between Muslims and Christians in Egypt and to show non-Egyptians that relations between the two faiths in Egypt cannot be described in reductive black and white terms, rather they are diverse and complicated. Working towards mutual understanding of different cultures and beliefs helps to reduce tensions and conflicts. Too often, parties present themselves as the victim of the other which results in biased reporting. Sometimes this is done deliberately to gain support. What is lacking in cases like this, is an in-depth understanding of the wider context in which narratives of victimization occur. Hulsman found several patterns that are key to understanding Muslim-Christian relations in Egypt such as- the impact of a culture of honor and shame and- aversion in traditional areas for visible changes in public (which includes church buildings and making one’s conversion to another religion public).The datasets also include material on the place of Islamists in society, as well as wider information about Egyptian society since this is the context in which religious numerical minorities in Egypt live (the term minority is widely rejected in Egypt since all Egyptians, regardless of religion, are one. But in terms of numbers Christians are a minority).It was Hulsman’s ambition to obtain a PhD but the challenges of making a living in Egypt prevented him from accomplishing this goal. Up until the year 2001, Cornelis only had an income from traditional media reporting. After 2004 he became largely dependent upon working with Kerk in Actie (Netherlands), Missio and Misereor (Germany).Hulsman was dedicated towards non-partisan Muslim-Christian understanding. This began starting with a large number of recorded interviews, followed by research into why so many Christian girls convert to Islam (1995-1996). This work in turn led to the creation of an electronic newsletter called Religious News Service from the Arab World (RNSAW) and a growing number of investigative reports. In 2003 the RNSAW was renamed Arab-West Report. In 2004 they attempted to establish an Egyptian NGO but since no answer was obtained from authorities, the procedure was taken to the Council of State who ruled in 2006 that the request for NGO status was valid. This in turn resulted in a formal registration of the NGO with the Ministry of Social Solidarity in 2007. Because the outcome of this process was insecure in 2005 the Hulsmans established the Center for Intercultural Dialogue and Translation (CIDT) . CIDT was established as a tawsiya basita (sole proprietorship) on the name of Sawsan Gabra Ayoub Khalil since it was extremely complicated to do this on the name of a non-Egyptian. In the same year friends of the Hulsman family established the Arab-West Foundation (AWF). CIDT tawsiya basita was closed in 2012. A new company was established under the same name but now as limited liability company and again it was not possible for Cornelis Hulsman to become a partner.As a consequence the Hulsmans have been working since 2005 with an Egyptian company and a Dutch support NGO. Since 2007 they have also been working with an Egyptian NGO. This was important, since Egyptian law prohibits companies from receiving donations and carrying out not-for-profit work. NGOs, on the other hand, need to request permissions from the Ministry of Social Solidarity for each donation they receive. Such permissions are hard to obtain.CIDT functions as a thinktank with funding from Kerk in Actie (Netherlands), Missio and Misereor (Germany) and at times projects with other organizations. CIDT produces the electronic newsletter Arab-West Report and has built the Arab West Report Database based on these data. Publication of this data is accomplished through the Arab-West Foundation since it turned out to be extremely hard to register Arab-West Report in Egypt. CAWU became the prime organization hosting student interns from Egypt and countries all over the world, which was possible since CAWU does not charge student interns for its services and neither pays them for any work carried out. Student interns have been contributing on a volunteer basis to the database of Arab-West Report, writing articles and papers and being engaged in social media under the supervision of Cornelis Hulsman. Other student interns contributed to summary translations of Arabic media, always supervised by a professional translator of CIDT.CAWU has been promoting intercultural dialogue through a variety of programs including meetings and forums with community members, religious leaders and politicians from Egypt and the West. CAWU's aim is to bridge the gap of misunderstanding between Arab and Western communities by exposing biased media reporting and informing the public and important persons on complicated issues.- Availability -AWF's datasets are available to researchers upon request. Please go to the dataset you wish to download and request permission via the button 'Request Permission' on the tab 'Datafiles'. AWF will respond to your request.

The latest population figures produced by the Office for National Statistics (ONS) on 28 June 2018 show that an estimated 534,800 people live in Bradford District – an increase of 2,300 people (0.4%) since the previous year.

Bradford District is the fifth largest metropolitan district (in terms of population) in England, after Birmingham, Leeds, Sheffield and Manchester although the District’s population growth is lower than other major cities.

The increase in the District’s population is largely due to “natural change”- there have been around 3,300 more births than deaths, although this has been balanced by a larger number of people leaving Bradford to live in other parts of the UK than coming to live here and a lower number of international migrants. In 2016/17 the net internal migration was -2,700 and the net international migration was 1,700.

A large proportion of Bradford’s population is dominated by the younger age groups. More than one-quarter (29%) of the District’s population is aged less than 20 and nearly seven in ten people are aged less than 50. Bradford has the highest percentage of the under 16 population in England after the London Borough of Barking and Dagenham, Slough Borough Council and Luton Borough Council.

The population of Bradford is ethnically diverse. The largest proportion of the district’s population (63.9%) identifies themselves as White British. The district has the largest proportion of people of Pakistani ethnic origin (20.3%) in England.

The largest religious group in Bradford is Christian (45.9% of the population). Nearly one quarter of the population (24.7%) are Muslim. Just over one fifth of the district’s population (20.7%) stated that they had no religion.

There are 216,813 households in the Bradford district. Most households own their own home (29.3% outright and 35.7% with a mortgage). The percentage of privately rented households is 18.1%. 29.6% of households were single person households.

Information from the Annual Population Survey in December 2017 found that Bradford has 228,100 people aged 16-64 in employment. At 68% this is significantly lower than the national rate (74.9%). 91,100 (around 1 in 3 people) aged 16-64, are not in work. The claimant count rate is 2.9% which is higher than the regional and national averages.

Skill levels are improving with 26.5% of 16 to 74 year olds educated to degree level. 18% of the district’s employed residents work in retail/wholesale. The percentage of people working in manufacturing has continued to decrease from 13.4% in 2009 to 11.9% in 2016. This is still higher than the average for Great Britain (8.1%).