In 2020, Indonesia recorded the largest population of Muslims worldwide, with around 239 million. This was followed with around 226.88 million Muslims in Pakistan and 213 million Muslims in India.

In 2023, it was estimated that approximately ** percent of the Indonesian population were Muslim, accounting for the highest share of Muslims in any Southeast Asian country. Indonesia also has the world's largest Muslim population, with an estimated *** million Muslims. Demographics of Indonesia The total population of Indonesia was estimated to reach around *** million in 2028. The median age of the population in the country was at an all-time high in 2020 and was projected to increase continuously until the end of the century. In 2020, the population density in Indonesia reached its highest value recorded at about ***** people per square kilometer. Shopping behavior during Ramadan in Indonesia Nearly all Muslims in Indonesia celebrated Ramadan in 2022. During the month of Ramadan, ** percent of Indonesian users utilized online applications to order food. Many Indonesians planned to shop online or offline during Ramadan, with around ** percent of online users planning to purchase fashion wear and accessories. Shopee was the most used app for shopping purposes during that period.

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

The average for 2013 based on 128 countries was 34.3 percent. The highest value was in Algeria: 100 percent and the lowest value was in Angola: 0 percent. The indicator is available from 1960 to 2013. Below is a chart for all countries where data are available.

Dataset

This dataset was created by Ifeanyichukwu Nwobodo

Contents

According to a survey conducted in 2020, there were approximately **** million Muslims in the United States in 2020, up from about **** in 2011.

Religious Populations Worldwide

Religious Populations Worldwide by Year and Category

By Throwback Thursday [source]

About this dataset

The dataset includes data on Christianity, Islam, Judaism, Buddhism, Hinduism, Sikhism, Shintoism, Baha'i Faith, Taoism, Confucianism, Jainism and various other syncretic and animist religions. For each religion or denomination category, it provides both the total population count and the percentage representation in relation to the overall population.

Additionally, - Columns labeled with Population provide numeric values representing the total number of individuals belonging to a particular religion or denomination. - Columns labeled with Percent represent numerical values indicating the percentage of individuals belonging to a specific religion or denomination within a given population. - Columns that begin with ** indicate primary categories (e.g., Christianity), while columns that do not have this prefix refer to subcategories (e.g., Christianity - Roman Catholics).

In addition to providing precise data about specific religions or denominations globally throughout multiple years,this dataset also records information about geographical locations by including state or country names under StateNme.

This comprehensive dataset is valuable for researchers seeking information on global religious trends and can be used for analysis in fields such as sociology, anthropology studies cultural studies among others

How to use the dataset

Introduction:

• Understanding the Columns:

• Year: Represents the year in which the data was recorded.

• StateNme: Represents the name of the state or country for which data is recorded.

• Population: Represents the total population of individuals.

• Total Religious: Represents the total percentage and population of individuals who identify as religious, regardless of specific religion.

• Non Religious: Represents the percentage and population of individuals who identify as non-religious or atheists.

• Identifying Specific Religions: The dataset includes columns for different religions such as Christianity, Judaism, Islam, Buddhism, Hinduism, etc. Each religion is further categorized into specific denominations or types within that religion (e.g., Roman Catholics within Christianity). You can find relevant information about these religions by focusing on specific columns related to each one.

• Analyzing Percentages vs. Population: Some columns provide percentages while others provide actual population numbers for each category. Depending on your analysis requirement, you can choose either column type for your calculations and comparisons.

• Accessing Historical Data: The dataset includes records from multiple years allowing you to analyze trends in religious populations over time. You can filter data based on specific years using Excel filters or programming languages like Python.

• Filtering Data by State/Country: If you are interested in understanding religious populations in a particular state or country, use filters to focus on that region's data only.

Example - Extracting Information:

Let's say you want to analyze Hinduism's growth globally from 2000 onwards:

• Identify Relevant Columns:
• Year: to filter data from 2000 onwards.

• Hindu - Total (Percent): to analyze the percentage of individuals identifying as Hindus globally.

• Filter Data:

• Set a filter on the Year column and select values greater than or equal to 2000.

• Look for rows where Hindu - Total (Percent) has values.

• Analyze Results: You can now visualize and calculate the growth of Hinduism worldwide after filtering out irrelevant data. Use statistical methods or graphical representations like line charts to understand trends over time.

Conclusion: This guide has provided you with an overview of how to use the Rel

Research Ideas

• Comparing religious populations across different countries: With data available for different states and countries, this dataset allows for comparisons of religious populations across regions. Researchers can analyze how different religions are distributed geographically and compare their percentages or total populations across various locations.
• Studying the impact of historical events on religious demographics: Since the dataset includes records categorized by year, it can be used to study how historical events such as wars, migration, or political changes have influenced religious demographics over time. By comparing population numbers before and after specific events, resea...

The Islamic necropolis discovered in Tauste (Zaragoza, Spain) is the only evidence that a large Muslim community lived in the area between the 8th and 10th centuries. A multi-isotope approach has been used to investigate the mobility and diet of this medieval Muslim population living in a shifting frontier region. Thirty-one individuals were analyzed to determine δ15N, δ13C, δ18O and 87Sr/86Sr composition. A combination of strontium and oxygen isotope analysis indicated that most individuals were of local origin although three females and two males were non-local. The non-local males would be from a warmer zone whereas two of the females would be from a more mountainous geographical region and the third from a geologically-different area. The extremely high δ15N baseline at Tauste was due to bedrock composition (gypsum and salt). High individual δ15N values were related to the manuring effect and consumption of fish. Adult males were the most privileged members of society in the medieval Muslim world and, as isotope data reflected, consumed more animal proteins than females and young males.

Islam is the major religion in many African countries, especially in the north of the continent. In Comoros, Libya, Western Sahara, at least 99 percent of the population was Muslim as of 202. These were the highest percentages on the continent. However, also in many other African nations, the majority of the population was Muslim. In Egypt, for instance, Islam was the religion of 79 percent of the people. Islam and other religions in Africa Africa accounts for an important share of the world’s Muslim population. As of 2019, 16 percent of the Muslims worldwide lived in Sub-Saharan Africa, while 20 percent of them lived in the Middle East and North Africa (MENA) region. Together with Christianity, Islam is the most common religious affiliation in Africa, followed by several traditional African religions. Although to a smaller extent, numerous other religions are practiced on the continent: these include Judaism, the Baha’i Faith, Hinduism, and Buddhism. Number of Muslims worldwide Islam is one of the most widespread religions in the world. There are approximately 1.9 billion Muslims globally, with the largest Muslim communities living in the Asia-Pacific region. Specifically, Indonesia hosts the highest number of Muslims worldwide, amounting to over 200 million, followed by India, Pakistan, and Bangladesh. Islam is also present in Europe and America. The largest Islamic communities in Europe are in France (5.72 million), Germany (4.95 million), and the United Kingdom (4.13 million). In the United States, there is an estimated number of around 3.45 million Muslims.

In 2024, Nigeria had the largest Muslim population in Africa, with around 105 million people who belonged to an Islamic denomination. Egypt and Algeria followed with 90.4 million and 39.4 million Muslims, respectively. Muslims have a significant presence in Africa, with an estimated 50 percent of the continent's population identifying as Muslim. The spread of Islam in Africa began in the 7th century with the arrival of Arab traders, and it continued through Islamic scholars and missionaries.

Census: Population: by Religion: Muslim: Madhya Pradesh data was reported at 4,774,695.000 Person in 03-01-2011. This records an increase from the previous number of 3,841,449.000 Person for 03-01-2001. Census: Population: by Religion: Muslim: Madhya Pradesh data is updated decadal, averaging 4,308,072.000 Person from Mar 2001 (Median) to 03-01-2011, with 2 observations. The data reached an all-time high of 4,774,695.000 Person in 03-01-2011 and a record low of 3,841,449.000 Person in 03-01-2001. Census: Population: by Religion: Muslim: Madhya Pradesh data remains active status in CEIC and is reported by Office of the Registrar General & Census Commissioner, India. The data is categorized under India Premium Database’s Demographic – Table IN.GAE003: Census: Population: by Religion: Muslim.

Singapore Population: Religion: Female: Islam data was reported at 233.800 Person th in 2015. This records an increase from the previous number of 231.478 Person th for 2010. Singapore Population: Religion: Female: Islam data is updated yearly, averaging 231.478 Person th from Jun 2000 (Median) to 2015, with 3 observations. The data reached an all-time high of 233.800 Person th in 2015 and a record low of 185.804 Person th in 2000. Singapore Population: Religion: Female: Islam data remains active status in CEIC and is reported by Department of Statistics. The data is categorized under Global Database’s Singapore – Table SG.G002: Population by Religion .

This dataset is being used by the repository https://github.com/islamAndAi/QURAN-NLP

Dataset Structure

• data
  • quran
    • corpus (190,655)
      • dictionary (53,924)
      • morphology (128,219)
      • verbs (1,475)
      • lemmas (3,680)
      • lemmas (grouped) (3,357)
    • quran.csv (6,236)
  • hadith (700,000+)
    • arabichadith (62,169)
    • Sanadset (650,615 hadith)
    • thaqalayn (26,975)
    • kaggle_hadith_clean.csv (34,410)
    • kaggle_rawis.csv (24,028)
  • namesofallah (99)
  • surah (114)
  • tafseer (4 * 6,236)
  • translation (9 * 6,236)
  • main_df.csv (6,236)

Motivation

I thought about using my knowledge of ML & NLP on the Quran to make something out of it. I have tried to get a summary of the Verses and Tafasir, getting the sentiment analysis, I have made a Search Engine so that any query can be searched as easily as a person does on Google

This is an open source project and I am trying to host it somewhere so people can use it and make the most out of it.

Collaborations are HIGHLY welcome! If anyone can help with the code or help fact check the search results or summaries that would be a HUGE help!

Looking forward to do something great with Quran & NLP

مَنْ أَنصَارِىٓ إِلَى ٱللَّهِ

Work till now

1. Notebook to scrape data from website: https://www.altafsir.com/
2. Provided English translation and Tafseer of Quran in easy to use CSV format
3. Used NLP to get top 1000 words used in Quran
4. Used sentiment analysis for Quran each surah
5. Text Summarization for Quran & each Surah
6. Search Engine for Quran using Google USE (Universal Sentence Encoder)
7. Similarity Index of Translation & Tafseer
8. Notebook to scrape data from https://thaqalayn.net/ which is a Comprehensive Shia Hadith Library
9. Notebook to scrape https://corpus.quran.com/ which contains corpus of Quran, including dictionary, verbs, lemmas, morphology

Future Goals

1. Add more Data!
2. Add more Tafaseer and translation to better train the NLP model for Search Engine & Analysis
3. Make a end-to-end application so that everyone can benefit from the newly trained models
4. Find insightful things from the Quran
5. Make an Arabic NLP model capable of understanding Quran & Hadees
6. Make a single graph database encompassing Islamic knowledge
7. Making an AI tool to authenticate Hadith

Important Note

If you find any type of error or mistake in the work please correct me. If you find the work interesting feel free to build more on it!

How To Contribute

Feel free to make notebooks on the current data, add more data (authentic and with sources) and have a look at the current data to make sure it is authentic and up-to-date!

Officially Taiwan has only 60,000 Muslim population, which constitutes only 0.2 % of the total population of Taiwan but many Muslims from countries like Indonesia, Myanmar, Malaysia, Turkey, Pakistan, India, and countries from Africa and the Middle East are part of the workforce which was estimated up to 254,000 in 2015. Interestingly, the number of local Muslims is less than those who came here to work or to study. There are about 7 mosques in Taiwan but it also has many other places where people can perform daily prayers.

Census: Population: by Religion: Muslim: Haryana data was reported at 1,781,342.000 Person in 03-01-2011. This records an increase from the previous number of 1,222,916.000 Person for 03-01-2001. Census: Population: by Religion: Muslim: Haryana data is updated decadal, averaging 1,502,129.000 Person from Mar 2001 (Median) to 03-01-2011, with 2 observations. The data reached an all-time high of 1,781,342.000 Person in 03-01-2011 and a record low of 1,222,916.000 Person in 03-01-2001. Census: Population: by Religion: Muslim: Haryana data remains active status in CEIC and is reported by Office of the Registrar General & Census Commissioner, India. The data is categorized under India Premium Database’s Demographic – Table IN.GAE003: Census: Population: by Religion: Muslim.

Graph and download economic data for Population Growth for the Islamic Republic of Iran (SPPOPGROWIRN) from 1961 to 2024 about Iran, population, and rate.

The average for 2013 based on 27 countries was 12.7 percent. The highest value was in Turkey: 99 percent and the lowest value was in Belarus: 0 percent. The indicator is available from 1960 to 2013. Below is a chart for all countries where data are available.

Census: Population: by Religion: Muslim: Uttarakhand: Female data was reported at 666,768.000 Person in 03-01-2011. This records an increase from the previous number of 472,401.000 Person for 03-01-2001. Census: Population: by Religion: Muslim: Uttarakhand: Female data is updated decadal, averaging 569,584.500 Person from Mar 2001 (Median) to 03-01-2011, with 2 observations. The data reached an all-time high of 666,768.000 Person in 03-01-2011 and a record low of 472,401.000 Person in 03-01-2001. Census: Population: by Religion: Muslim: Uttarakhand: Female data remains active status in CEIC and is reported by Office of the Registrar General & Census Commissioner, India. The data is categorized under India Premium Database’s Demographic – Table IN.GAE003: Census: Population: by Religion: Muslim.

Recent issues on politics have been dominant in Indonesia that people are divided and become more intolerant of each other. Indonesia has the biggest Muslim population in the world and the role of Islam in Indonesian politics is significant. The current Indonesian government claim that moderate Muslims are loyal to the present political system while the opposing rivals who are often labelled’intolerant and radical Muslims’ by Indonesian mass media often disagree with the central interpretation of democracy in Indonesia. Studies on contributing factors and discourse strategies used in news and articles in secular and Islamic mass media which play a vital role in the construction of Muslim and Islamic identities in Indonesia are, therefore, recommended.

In 2007, the Pew Research Center conducted what is believed to be the first-ever national telephone survey of a probability sample of Muslim Americans, a rare, dispersed, and highly diverse population. The study examined the political and social values, religious beliefs and practices, and life experiences of Muslims living in the U.S. today. The survey also contrasts the views of the Muslim population as a whole with those of the U.S. general population, and with the attitudes of Muslims all around the world, including Western Europe. Finally, findings from the survey make important contributions to the debate over the total size of the Muslim American population.