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)

These data were collected for a study of how the characteristics of political parties influence women's chances in assuming leadership positions within the parties' inner structures. Data were compiled by Fatima Sbaity Kassem for a case-study of Lebanon and by national and local researchers for 25 other countries in Asia, Africa and Europe. The researchers collected raw data on women in politics from party administrators and government officials. Researchers gathered information about parties' year of origin, number of seats in parliament, political platform, and all gender-disaggregated party data (in percentages) on overall party membership, shares in executive and decision-making bodies, and nominations on electoral lists. A key variable measures party religiosity, which refers to the religious components on their political platforms or the extent to which religion penetrates their political agendas.

Only parties that have at least one seat in any of the last three parliaments were included. These are referred to as 'relevant' parties. The four data sets combined cover 330 political parties in Lebanon plus 12 other Arab countries (Algeria, Bahrain, Comoros, Djibouti, Egypt, Jordan, Kuwait, Mauritania, Morocco, Palestine, Tunisia, and Yemen), seven non-Arab Muslim-majority countries (Albania, Afghanistan, Bangladesh, Bosnia-Herzegovina, Indonesia, Senegal, and Turkey), five European countries with dominant Christian democratic parties (Austria, Belgium, Italy, Germany, and the Netherlands), and Israel.

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 Religion and State-Minorities (RASM) dataset is supplemental to the Religion and State Round 2 (RAS2) dataset. It codes the RAS religious discrimination variable using the minority as the unit of analysis (RAS2 uses a country as the unit of analysis and, is a general measure of all discrimination in the country). RASM codes religious discrimination by governments against all 566 minorities in 175 countries which make a minimum population cut off. Any religious minority which is at least 0.25 percent of the population or has a population of at least 500,000 (in countries with populations of 200 million or more) are included. The dataset also includes all Christian minorities in Muslim countries and all Muslim minorities in Christian countries for a total of 597 minorities. The data cover 1990 to 2008 with yearly codings.

These religious discrimination variables are designed to examine restrictions the government places on the practice of religion by minority religious groups. It is important to clarify two points. First, these variables focus on restrictions on minority religions. Restrictions that apply to all religions are not coded in this set of variables. This is because the act of restricting or regulating the religious practices of minorities is qualitatively different from restricting or regulating all religions. Second, this set of variables focuses only on restrictions of the practice of religion itself or on religious institutions and does not include other types of restrictions on religious minorities. The reasoning behind this is that there is much more likely to be a religious motivation for restrictions on the practice of religion than there is for political, economic, or cultural restrictions on a religious minority. These secular types of restrictions, while potentially motivated by religion, also can be due to other reasons. That political, economic, and cultural restrictions are often placed on ethnic minorities who share the same religion and the majority group in their state is proof of this.

This set of variables is essentially a list of specific types of religious restrictions which a government may place on some or all minority religions. These variables are identical to those included in the RAS2 dataset, save that one is not included because it focuses on foreign missionaries and this set of variables focuses on minorities living in the country. Each of the items in this category is coded on the following scale:

0. The activity is not restricted or the government does not engage in this practice.
1. The activity is restricted slightly or sporadically or the government engages in a mild form of this practice or a severe form sporadically.
2. The activity is significantly restricted or the government engages in this activity often and on a large scale.

A composite version combining the variables to create a measure of religious discrimination against minority religions which ranges from 0 to 48 also is included.

ARDA Note: This file was revised on October 6, 2017. At the PIs request, we removed the variable reporting on the minority's percentage of a country's population after finding inconsistencies with the reported values. For detailed data on religious demographics, see the "/data-archive?fid=RCSREG2" Target="_blank">Religious Characteristics of States Dataset Project.

This dataset was derived from Swivel.com at: http://www.swivel.com/data_sets/show/1011482 Which cites the CIA Fact book as the official Source. https://www.cia.gov/library/publications/the-world-factbook/ Data is available for 60 countries around the world, and lists the Muslim Population for each. This data was collected on January 15, 2008.

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.

This dataset contains Food Prices data for Iran (Islamic Republic of), sourced from the World Food Programme Price Database. The World Food Programme Price Database covers foods such as maize, rice, beans, fish, and sugar for 98 countries and some 3000 markets. It is updated weekly but contains to a large extent monthly data. The data goes back as far as 1992 for a few countries, although many countries started reporting from 2003 or thereafter.

Aggregated figures for natural hazard related events in EM-DAT: Iran (Islamic Republic of)

Documentation on the Country Profiles available here

How to cite the EM-DAT Project here

Main dataset on HDX: EM-DAT - Country Profiles

More on the EM-DAT database : website / data portal

Each line corresponds to a given combination of year, country, disaster subtype and reports figures for :

• number of disasters
• total number of people affected
• total number of deaths
• economic losses (original value and adjusted)

All mosques from around the world by available capacity, that belong to any Islamic school or branch, that can accommodate at least 15,000 worshippers in all available places of prayer such as prayer halls (musala), courtyards (ṣaḥn) and porticoes (riwāq). All the mosques in this list are congregational mosques – a type of mosque that hosts the Friday prayer (ṣalāt al-jumuʿa) in congregation (jamāʿa).

In December 2006, Environics Research conducted a major national survey of Muslims and multiculturalism in Canada, as part of its ongoing syndicated FOCUS CANADA research program. The research consisted of two national telephone public opinion surveys: - National survey with a representative sample of 2,045 Canadians (18 years plus) - National survey with a representative sample of 500 Muslims living in Canada The focus of this research is on the presence and experience of Muslims in this country, and draws direct comparisons with similar research conducted in 13 other countries by the Pew Research Center (many of the same research questions were used to provide for direct country-to-country comparisons). The Pew research included Muslim over-samples in Great Britain, France, Germany and Spain. Some of the topics covered in this research: General Public: - General attitudes about immigration in Canada - Personal contact with different ethnic groups (including Muslims) - Perceived discrimination against ethnic groups - General attitudes towards Muslims - Concerns about Muslims and terrorism - Islamic identity and extremism among Muslims - Integration of Muslims and other ethnic minorities into Canadian society - Canadian foreign policy and the mission in Afghanistan Muslims - Experience of being Muslim in Canada - Concern about the future of Muslims in Canada - Self identification within the Muslim community - The role and rights of women in ethnic communities - Islamic identity and extremism among Muslims - Integration of Muslims and other ethnic minorities into Canadian society - Canadian foreign policy and the mission in Afghanistan Please note, the cases in this dataset are comprised only of Muslim respondents. Data from the other component of this survey - the survey of the general population - may be found in the dataset titled "EFC064." Environics Focus Canada - Survey of Muslims in Canada (Dec 2006) Study Overview: http://queensu.ca/cora/_files/Environics%20Muslims%20in%20Canada%20-%20Overview.pdf Environics Focus Canada - Survey of Muslims in Canada (Dec 2006) Methodology: http://queensu.ca/cora/_files/Methodology%20for%20Survey%20of%20Muslims.pdf Copyright (c) 2007 - Environics Research Group

The project had two main dimensions: the first is theoretical and the second is empirical, focusing on three case studies (Moscow, Tatarstan and Dagestan). The theoretical aspect of the project examines two main sets of questions: First, how the general concepts of extremism and moderation, and the associated concept of radicalization, are understood in the Russian context. How is radicalization linked to identity politics(ethnicity, nationalism and religion) and radical ideological movements? Second, how these concepts - moderation, extremism, and radicalization- applied in discourses and policies towards Muslim communities in Russia? What are the presumed internal and external influences? What are the comparisons and links with elite discourse in other European countries with significant Muslim communities, such as UK and France? The empirical aspect of the project examines how these general concepts and approaches help to illuminate and explains developments in regions of Russian where there exist sizeable Muslim communities. The three case studies chosen include a) the city of Moscow, where it is estimated that there are 1-2 million Muslims, representing at least 10% of the population; b) Tatarstan, which has an ethnic Tatar Muslim plurality and which is often taken to be the best example of the influence of moderate Islam; c) Dagestan, which is regularly taken to be the region with the greatest potential danger, apart form Chechnya, of Islamic radicalization. The dataset was originally intended to include transcriptions of elite interviews which would have been in the format of elite interview-audio files. However, as we warned might be the case, it did not prove possible to gain consent to recording the interviews. This project investigates the causes of Islamic radicalisation within Russia and their consequences for Russia's relevant domestic policies (for example ethnic, regional, immigration policies, and domestic democratisation), as well as its foreign policy response towards the Muslim world in the context of the global 'War on Terror'. There are four principal research questions:(1) How Russian policy-making and academic elites conceptualise the idea of 'radicalisation' and political violence. (2) How these discourses are translated into state practice and policy. (3) How these state-driven practices feed or undermine underlying processes of radicalisation. (4) How Russia's domestic context of combating radicalisation drives its foreign policy. The project methodology includes a discourse analysis of academic and journalistic writings and three regional case studies of Russian state policy towards Islam (Moscow, Tatarstan and Dagestan). Each case study relies on discourse analysis of public and media approaches, content analysis of relevant legal and state policy documents, and semi-structured elite interviews. The project co-ordinators will work with local institutes in Russia and will invite scholars from these institutes to the UK as research fellows. The project findings will be disseminated by four journal articles, policy briefings and a co-authored monograph. The interviews were in semi-structured format. Unfortunately, consent was not obtained for audio recording of the interviews. There were 20 principal interviews with Russian elites in academia and politics and among Muslim communities in Russia; in Moscow, Tatarstan and Dagestan.

Right-wing populist voices argue that Muslims do not belong in Western Europe because Islam opposes the “core Western value” of women's empowerment. Ironically, such hostilities could cause European Muslims to reject antagonistic natives and their “Western values,” potentially creating backlashes in Muslims' support for gender equality. Delving into this possibility, this study diverges from simple conceptualizations of one inherently patriarchal Islam to study the diversity among Muslims in the gendered meanings they attach to their religion in different contexts. Empirically, we use a uniquely pooled dataset covering over 9,000 European Muslims in 16 Western European countries between 2008 and 2019. Multilevel models show that while mosque attendance limits support for public-sphere gender equality, religious identifications only do so among men and individual prayer only among women. Additionally, our results tentatively indicate that in more hostile contexts, prayer's effects become more patriarchal while religious identification's connection to opposition to gender equality weakens. We conclude that Islamic religiosities shape Muslims' support for public-sphere gender equality in far more complex ways than any right-wing populist claim on one essential patriarchal Islam captures.

Overview

This is the data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). This database was created in response to the Coronavirus public health emergency to track reported cases in real-time. The data include the location and number of confirmed COVID-19 cases, deaths and recoveries for all affected countries, aggregated at the appropriate province or state. It was developed to enable researchers, public health authorities and the general public to track the outbreak as it unfolds. Additional information is available in the blog post, Mapping 2019-nCoV (https://systems.jhu.edu/research/public-health/ncov/), and included data sources are listed here: https://github.com/CSSEGISandData/COVID-19

Sample Query 1

How many confirmed COVID-19 cases were there in the US, by state? This query determines the total number of cases by province in February. A "province_state" can refer to any subset of the US in this particular dataset, including a county or state. SELECT province_state, confirmed AS feb_confirmed_cases, FROM bigquery-public-data.covid19_jhu_csse.summary WHERE country_region = "US" AND date = '2020-02-29' ORDER BY feb_confirmed_cases desc

Sample Query 2

Which countries with the highest number of confirmed cases have the most per capita? This query joins the Johns Hopkins dataset with the World Bank's global population data to determine which countries among those with the highest total number of confirmed cases have the most confirmed cases per capita.

with country_pop AS( SELECT IF(country = "United States","US",IF(country="Iran, Islamic Rep.","Iran",country)) AS country, year_2018 FROM bigquery-public-data.world_bank_global_population.population_by_country)

SELECT cases.date AS date, cases.country_region AS country_region, SUM(cases.confirmed) AS total_confirmed_cases, SUM(cases.confirmed)/AVG(country_pop.year_2018) * 100000 AS confirmed_cases_per_100000 FROM bigquery-public-data.covid19_jhu_csse.summary cases JOIN country_pop ON cases.country_region LIKE CONCAT('%',country_pop.country,'%') WHERE cases.country_region = "US" AND country_pop.country = "US" AND cases.date = DATE_SUB(current_date(),INTERVAL 1 day) GROUP BY country_region, date

UNION ALL

SELECT cases.date AS date, cases.country_region AS country_region, SUM(cases.confirmed) AS total_confirmed_cases, SUM(cases.confirmed)/AVG(country_pop.year_2018) * 100000 AS confirmed_cases_per_100000 FROM bigquery-public-data.covid19_jhu_csse.summary cases JOIN country_pop ON cases.country_region LIKE CONCAT('%',country_pop.country,'%') WHERE cases.country_region = "France" AND country_pop.country = "France" AND cases.date = DATE_SUB(current_date(),INTERVAL 1 day) GROUP BY country_region, date

UNION ALL

SELECT cases.date AS date, cases.country_region AS country_region, SUM(cases.confirmed) AS total_confirmed_cases, SUM(cases.confirmed)/AVG(country_pop.year_2018) * 100000 AS confirmed_cases_per_100000 FROM bigquery-public-data.covid19_jhu_csse.summary cases JOIN country_pop ON cases.country_region LIKE CONCAT('%',country_pop.country,'%') WHERE cases.country_region = "China" AND country_pop.country = "China" AND cases.date = DATE_SUB(current_date(),INTERVAL 1 day)

GROUP BY country_region, date

UNION ALL

SELECT cases.date AS date, cases.country_region AS country_region, cases.confirmed AS total_confirmed_cases, cases.confirmed/country_pop.year_2018 * 100000 AS confirmed_cases_per_100000 FROM bigquery-public-data.covid19_jhu_csse.summary cases JOIN country_pop ON cases.country_region LIKE CONCAT('%',country_pop.country,'%') WHERE cases.country_region IN ("Italy", "Spain", "Germany", "Iran") AND cases.date = DATE_SUB(current_date(),INTERVAL 1 day) ORDER BY confirmed_cases_per_100000 desc

Dataset source

JHU CSSE

Update frequency

Daily

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.

Project Tycho datasets contain case counts for reported disease conditions for countries around the world. The Project Tycho data curation team extracts these case counts from various reputable sources, typically from national or international health authorities, such as the US Centers for Disease Control or the World Health Organization. These original data sources include both open- and restricted-access sources. For restricted-access sources, the Project Tycho team has obtained permission for redistribution from data contributors. All datasets contain case count data that are identical to counts published in the original source and no counts have been modified in any way by the Project Tycho team, except for aggregation of individual case count data into daily counts when that was the best data available for a disease and location. The Project Tycho team has pre-processed datasets by adding new variables, such as standard disease and location identifiers, that improve data interpretability. We also formatted the data into a standard data format. All geographic locations at the country and admin1 level have been represented at the same geographic level as in the data source, provided an ISO code or codes could be identified, unless the data source specifies that the location is listed at an inaccurate geographical level. For more information about decisions made by the curation team, recommended data processing steps, and the data sources used, please see the README that is included in the dataset download ZIP file.

This dataset contains the Arab-West Report special reports that were published in 2005.This dataset mainly contains the writings of Cornelis Hulsman, Drs., among other authors on topics related to Muslim-Christian relations and interfaith dialogue between the West and Islamic world. Many of the articles also discuss tensions between Muslims and Christians in Egypt throughout the year. Notably, in this dataset, a number of the articles address the famous incident of the Danish cartoons and drawings of Prophet Muhammad which caused an uproar in the Islamic world. Other prominent subjects in this dataset include reports on monastic life and articles about Coptic Orthodox Bishops.Furthermore, the dataset included recommendation of Arab-West Report's work by other social figures and commentary on published material from other sources (reviews/critique of articles).Some of the themes that characterized this dataset:Book reviews of S.S. Hasan’s Book, "Christian Versus Muslim In Modern Egypt: The Century-Long Struggle For Coptic Equality" by a number of authors listed in this dataset.-John. H. Watson, who knows Pope Shenouda and many of the Bishops mentioned in the book, closes his review with Hasan’s words: “It is doubtful that the Copts have made much headway, in their century-long tortuously slow trajectory toward citizenship with equal rights."-PhD student Fiona McCallum concluded that by focusing on the bishops of the Coptic Orthodox Church, Hasan provides a clear and original study of the impact of the reform movement. McCallum explains that the use of traditions such as Coptic martyrology combined with modernization of the church administration has allowed the church to successfully assimilate Coptic cultural and political space in to its own structures.- An account of how the murder of the Armanious family had been received in the US Coptic community. The Coptic community held a candlelight vigil for the Armanious family in Los Angeles.- A report on a visit by a Christian-Muslim dialogue group from Austria to Egypt with the desire to discover a new context for Muslim-Christian relations. The group hoped that this visit might inspire similar Christian-Muslim dialogue in Europe. The group experienced dialogue at very different levels, from religious leaders and prominent intellectuals to the grassroots level in a village in Banī Swayf. The Austrians were impressed by the deep and genuine friendships between Muslims and Copts and their shared commitment to social work.Arab West Report developments:-Invitation to Mustafa Abaza to join the AWR Board of Advisors.Arab West Report Recommendations-Muhammad Abu Laylah, Professor of Islamic Studies in English and Head of the English Department at the Azhar University recommends Arab West Report's work.-An author praised the solid contribution of Arab West Report to providing deeper understanding of interfaith dynamics in Egypt and elsewhere by seeking to give context to day-to-day discourses and events that often appear senseless or even capricious to the uninformed observer.Media critique:Hulsman wrote in one of his editorials about the need for journalists to be aware of sectarian sensitivities so as to not contribute to bias and distortion of facts.-A critique of an article published by Al-ʾUsbūʿ that reinforces a widespread belief that Americans are trying to use Egypt’s Christians to create a wedge between Muslims and Christians with the purpose of weakening Egypt. The author considered that the article lacks accuracy but evinces Egyptian distrust of US involvement in religious issues in Egypt.- An Interview with Amīr Mīlād, a Christian desert guide, about the monks in Wādī al-Rayyān. Father Basilius of the Monastery of Makarius responded to the articles of Dr. John Watson [Week 21] and Amīr Mīlād [Week 22] about Wādī al-Rayyān. Father Basilius provides more details, commenting on the hierarchical structure of the church.- Baptist pastor Dr. Jeff Adams agrees with Dr. Larry Levine, an Orthodox Jew, that some statements of evangelical Christian leaders supporting Israel are reasons for concern. But Dr. Adams asks to avoid putting all Christian evangelicals and/or fundamentalists in the same box, especially in the emotionally charged religious/political climate of today.- “Lies In A Coptic Letter To US Secretary Of State Condoleeza Rice”: Human rights activist Rā’id al-Sharqāwī disputes the claims of the US Copts Association that a priest from al-Zaqāzīq was murdered in a car accident.The Danish Cartoons controversy:-Discussions on the issue of freedom of expression and media responsibility, following the publication, in a Danish newspaper, of cartoons of the Prophet Muhammad. These cartoons were perceived by Muslims as anti-Islamic.-A response by Danish newspapers to the publication of cartoons of the Prophet Muhammad.-Discovering Islam in Ramadan : During the weekend "Discovering Islam in Ramadān” in the framework of the "Inculturation Training” offered by...

This dataset contains 31 audio recordings (18 items) on the subjects of mainstream Islam, liberal Islam and Islamists in Egypt. Interviews in this dataset were conducted in English, German, and Arabic. Summary translations and metadata for all recordings are provided 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.

This dataset contains the Arab-West Report special reports that were published in 2004.This dataset mainly contains the writings of Cornelis Hulsman ,Drs., among other authors on topics related to Muslim- Christian relations and interfaith dialogue between the West and Islamic world. Additionally this dataset contains reports pertaining to certain Muslim –Christian incidents and reports about allegations of forced conversions of Coptic girls. Some of the articles addressed the issue of missionaries.Further reports address monastic life and recommendations of Arab-West Report's work by other social figures.Furthermore, the dataset included commentary on published material from other sources (reviews/critique of articles from other media).Some of the themes that characterized this dataset:-A description of the history of the conflicts around the development of the convent of Patmos on the Cairo-Suez road.-An overview of a book titled “Christians versus Muslims in Modern Egypt: The Century-Long Struggle for Coptic Equality” by S. S. Hasan.- Rumors of forced conversions Of Coptic girls: A report by Hulsman stated that the US Copts Association published a press release on March 25, 2004 with the title “Coptic Pope Denounces Forced Conversion of Coptic Girls.” He criticized that the US Copts Association for not making much of an effort, if any, to check the veracity of the rumors.- A Glimpse into Monastic Life in Egypt: A Visit to St. Maqarius Monastery:- Another report covered the incident in which a priest and two members of the church board of Taha al-ʿAmeda died after an accident with a speeding car driven by a police officer.- A critique of Al-Usbuʿa newspapers: the author accused the newspaper of cherry-picking statements by Coptic extremists, who are much disliked in the US Coptic community and who have no following. He considered that quoting statements from such isolated radicals gives readers the impression that they represent much more than a few individuals. It has all appearance that al-Usbuʿa has highlighted these radicals to create fear and harm the reputation of US Copts in Egypt.- A number of reports highlighted a visit and the speech delivered by the Archbishop of Canterbury, Dr George Carey (Lord Carey) at the Azhar entitled “Muslims/Christian Relationships: A New Age Of Hope?”- A report covered the first visit made by Archbishop Rowan Williams to the Diocese of Egypt since he became the Archbishop of Canterbury. The archbishop met with President Mubarak, Dr. Muhammad Sayyed Tantawi, the Grand Imam of the Azhar, Pope Shenouda and also laid the foundation stone of Harpur Community Health Centre in Sadat City.- Updates on the developments of AWR’s work to create an electronic archive of information pertaining to relations between Muslims and Christians in the Arab-World in general and Egypt in particular.Additionally, this dataset also provides updates of the then-under construction - Center for Arab-West Understanding (CAWU) web-based Electronic Documentation Center (EDC) for contemporary information covering Arab-West and Muslim-Christian relations.- A report discussed the misconceptions of Christians in Islam.- An editorial commenting on the assassination of Theo van Gogh resulted in a debate in Dutch media about the limits of the freedom of expression.- An article calling on the western readers to be careful with Christian persecution stories from Egypt, they may be true but also may be rumours.-The Muslim World And The West; What Can Be Done To Reduce Tensions?-Text of a lecture for students and professors of different faculties at the University of Copenhagen, , about plans to establish the Center for Arab-West Understanding in Cairo, Egypt.- Escalations following the alleged conversion of A priest’s wife to IslamThe list of authors’ featurd in this dataset goes as follows:Cornelis Hulsman, Drs. , Wolfram Reiss, Rev. Dr. , John H. Watson, Kim Kwang-Chan, Dr. , Kamal Abu al-Majd, Fiona McCallum, Mary Picard , Jeff Adams, Dr., Rev., Jennie Marshall , Marcos Emil Mikhael, Usamah W. al-Ahwani, Sawsan Jabrah and Nirmin Fawzi, Hānī Labīb, George Carey (Lord), Rowan Williams, Lambeth Palace Press Office, H.G. Bishop Munir Hanna Anis Armanius, Eildert Mulder, Rīhām Saʿīd, Tharwat al-Kharabāwī, Geir Valle, Janique Blattman, Iqbal Barakah , Munā ʿUmar, Dieter Tewes, ʿAmr Asʿad Khalīl, Dr., Janique Blattmann, Vera Milackova, Tamir Shukri, and Christiane Paulus

Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX.

The supply of labor available in an economy includes people who are employed, those who are unemployed but seeking work, and first-time job-seekers. Not everyone who works is included: unpaid workers, family workers, and students are often omitted, while some countries do not count members of the armed forces. Data on labor and employment are compiled by the International Labour Organization (ILO) from labor force surveys, censuses, establishment censuses and surveys, and administrative records such as employment exchange registers and unemployment insurance schemes.