In the past five decades, the global literacy rate among adults has grown from 67 percent in 1976 to 87.36 percent in 2023. In 1976, males had a literacy rate of 76 percent, compared to a rate of 58 percent among females. This difference of over 17 percent in 1976 has fallen to just seven percent in 2020. Although gaps in literacy rates have fallen across all regions in recent decades, significant disparities remain across much of South Asia and Africa, while the difference is below one percent in Europe and the Americas. Reasons for these differences are rooted in economic and cultural differences across the globe. In poorer societies, families with limited means are often more likely to invest in their sons' education, while their daughters take up a more domestic role. Varieties do exist on national levels, however, and female literacy levels can sometimes exceed the male rate even in impoverished nations, such as Lesotho (where the difference was over 17 percent in 2014); nonetheless, these are exceptions to the norm.

The "World Literacy Rate by Country" dataset provides a detailed snapshot of literacy rates across different countries in the world. This dataset is organized into several key columns:

S.No: This column lists the serial number for each country, helping to keep the data organized and easy to reference. Country: This column names the countries included in the dataset, allowing for a clear understanding of which nation each literacy rate pertains to. Literacy rate in percentage: This column shows the literacy rate of each country, expressed as a percentage. This figure represents the proportion of the population that can read and write. Year: This column indicates the year in which the literacy rate was recorded, providing a temporal context for the data. By examining this dataset, you can gain insights into the educational progress and challenges faced by different countries in the world.

The statistic shows the degree of adult literacy in China from 1982 to 2020. In 2020, the literacy rate, which is defined as people aged 15 and above who can read and write, had reached about 97.15 percent in China.

Global literacy rates

By 2020, around 86.8 percent of the world population aged 15 years and above had been able to read and write. While in developed regions this figure ranged a lot higher, only around 67 percent of the population in Sub-Saharan Africa was literate. Countries with the lowest literacy rates are also the most underdeveloped worldwide. According to UNESCO, literacy is a human right, especially in a fast-changing and technology-driven world. In China, the literacy rate has developed from 79 percent in 1982 to 97 percent in 2020, indicating that almost one million people per year had become literate over three decades. In India, the situation was entirely different. The second most populous country in the world displayed a literacy rate of merely 76 percent in 2022.

Literacy in China

The dramatic increase in literacy in China has a lot to do with the efficacy of numerous political, economic and educational policies. In 1982, compulsory education was written into the Chinese constitution, postulating a nine-year compulsory education funded by the government. As is shown by the graph above, there was a large gender gap in literacy rate in China as of 1982. Though this gap still existed in 2020, it was narrowed down to three percent, starting from 28 percent in 1982. Since 1990, the national education policy was directed at females, especially from poor and/or minority families. Over the past years, China has achieved gender parity in primary schooling.

However, regional literacy disparities in China should not to be overlooked. Regions with a strong economic background tend to display illiteracy rates below national average. In contrast, economically underdeveloped regions have a much larger share of people who cannot read nor write. Tibet for instance, a region where 92 percent of the population belong to an ethnic minority, showed the highest illiterate rate nationwide, with around 34 percent in 2022.

United States - Literacy Rate, Adult Total for Other Small States was 86.25975 % of People Ages 15 and Above in January of 2023, according to the United States Federal Reserve. Historically, United States - Literacy Rate, Adult Total for Other Small States reached a record high of 86.25975 in January of 2023 and a record low of 71.82288 in January of 1983. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Literacy Rate, Adult Total for Other Small States - last updated from the United States Federal Reserve on November of 2025.

There is a gender gap in the global literacy rate. Although literacy rates have generally increased worldwide for both men and women, men are on average more literate than women. As of 2024, about 90.91 percent of men and a little less than 88.8 percent of women worldwide were literate. Adult literacy rate is defined as the percentage of people aged 15 years and above who can both read and write with understanding a short, simple statement about their everyday life. Youth literacy rate Not only does the literacy gender gap concern adults, it also exists among the world’s younger generations aged 15 to 24. Despite an overall increase in literacy, young men are still more literate than young women. In fact, the global youth literacy rate as gender parity index was 0.98 as of 2023, indicating that young women are not yet as literate as young men. Gender pay gap Gender gaps occur in many different spheres of global society. One such issue concerns salary gender gaps in professional life. Regarding the controlled gender pay gap, which measures the median salary for men and women with the same job and qualifications, women still earned less than men as of 2024. The difference was even bigger when measuring the median salary for all men and women. However, not everyone worries about gender pay gaps. According to a survey from 2021, 54 percent of the female respondents deemed the gender pay gap a real problem, compared to 45 percent of the male respondents.

Historical dataset showing U.S. literacy rate by year from N/A to N/A.

Dataset Overview 📝

The dataset includes the following key indicators, collected for over 200 countries:

• Government Expenditure on Education (% of GDP): Shows the percentage of a country’s GDP allocated to education.
• Literacy Rate (Adult Total): Represents the percentage of the population aged 15 and above who can read and write.
• Primary Completion Rate: The percentage of children who complete their primary education within the official age group.
• Pupil-Teacher Ratio (Primary and Secondary Education): Indicates the average number of students per teacher at the primary and secondary levels.
• School Enrollment Rates (Primary, Secondary, Tertiary): Reflects the percentage of the relevant age group enrolled in schools across different education levels.

Data Source 🌐

World Bank: This dataset is compiled from the World Bank's educational database, providing reliable, updated statistics on educational progress worldwide.

Potential Use Cases 🔍 This dataset is ideal for anyone interested in:

Educational Research: Understanding how education spending and policies impact literacy, enrollment, and overall educational outcomes. Predictive Modeling: Building models to predict educational success factors, such as completion rates and literacy. Global Education Analysis: Analyzing trends in global education systems and how different countries allocate resources to education. Policy Development: Helping governments and organizations make data-driven decisions regarding educational reforms and funding.

Key Questions You Can Explore 🤔

How does government expenditure on education correlate with literacy rates and school enrollment across different regions? What are the trends in pupil-teacher ratios over time, and how do they affect educational outcomes? How do education indicators differ between low-income and high-income countries? Can we predict which countries will achieve universal primary education based on current trends?

Important Notes ⚠️ - Missing Data: Some values may be missing for certain years or countries. Consider using techniques like forward filling or interpolation when working with time series models. - Data Limitations: This dataset provides global averages and may not capture regional disparities within countries.

United States - Literacy Rate, Adult Total for Lower Middle Income Countries was 77.63182 % of People Ages 15 and Above in January of 2023, according to the United States Federal Reserve. Historically, United States - Literacy Rate, Adult Total for Lower Middle Income Countries reached a record high of 77.63182 in January of 2023 and a record low of 47.38413 in January of 1975. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Literacy Rate, Adult Total for Lower Middle Income Countries - last updated from the United States Federal Reserve on November of 2025.

Brazil BR: Literacy Rate: Adult Female: % of Females Aged 15 and Above data was reported at 94.920 % in 2022. This records an increase from the previous number of 93.000 % for 2018. Brazil BR: Literacy Rate: Adult Female: % of Females Aged 15 and Above data is updated yearly, averaging 92.000 % from Dec 1980 (Median) to 2022, with 17 observations. The data reached an all-time high of 94.920 % in 2022 and a record low of 73.000 % in 1980. Brazil BR: Literacy Rate: Adult Female: % of Females Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Social: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.;UNESCO Institute for Statistics (UIS). UIS.Stat Bulk Data Download Service. Accessed April 5, 2025. https://apiportal.uis.unesco.org/bdds.;Weighted average;

A simple dataset for states in the USA, including Washington DC, showing the average literacy rates along with population estimates for 2017. The national average for literacy is 264.

The USAFacts dataset contains the average literacy scores for the years 2012-2017, therefore I decided to use the estimate for the 2017 population from the Census data. I believe this is a decent snapshot in time for comparing literacy to population, looking for any correlations.

Original Sources 1. USAFacts How does literacy vary by state and county? 2. US Census Bureau: State Population Totals and Components of Change: 2010-2019

Argentina AR: Literacy Rate: Adult: % of People Aged 15 and Above data was reported at 97.193 % in 2001. This records an increase from the previous number of 96.041 % for 1991. Argentina AR: Literacy Rate: Adult: % of People Aged 15 and Above data is updated yearly, averaging 96.041 % from Dec 1980 (Median) to 2001, with 3 observations. The data reached an all-time high of 97.193 % in 2001 and a record low of 93.913 % in 1980. Argentina AR: Literacy Rate: Adult: % of People Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Argentina – Table AR.World Bank.WDI: Social: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.;UNESCO Institute for Statistics (UIS). UIS.Stat Bulk Data Download Service. Accessed September 19, 2023. https://apiportal.uis.unesco.org/bdds.;Weighted average;

Historical dataset showing World literacy rate by year from 1976 to 2023.

Historical dataset showing North America literacy rate by year from 2003 to 2022.

Egypt EG: Literacy Rate: Adult Female: % of Females Aged 15 and Above data was reported at 67.180 % in 2013. This records an increase from the previous number of 65.757 % for 2012. Egypt EG: Literacy Rate: Adult Female: % of Females Aged 15 and Above data is updated yearly, averaging 50.704 % from Dec 1976 (Median) to 2013, with 8 observations. The data reached an all-time high of 67.180 % in 2013 and a record low of 22.438 % in 1976. Egypt EG: Literacy Rate: Adult Female: % of Females Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Egypt – Table EG.World Bank.WDI: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.; ; UNESCO Institute for Statistics; Weighted average; Each economy is classified based on the classification of World Bank Group's fiscal year 2018 (July 1, 2017-June 30, 2018).

Philippines PH: Literacy Rate: Adult: % of People Aged 15 and Above data was reported at 96.398 % in 2013. This records an increase from the previous number of 95.420 % for 2008. Philippines PH: Literacy Rate: Adult: % of People Aged 15 and Above data is updated yearly, averaging 93.574 % from Dec 1980 (Median) to 2013, with 7 observations. The data reached an all-time high of 96.398 % in 2013 and a record low of 83.317 % in 1980. Philippines PH: Literacy Rate: Adult: % of People Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Philippines – Table PH.World Bank: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.; ; UNESCO Institute for Statistics; Weighted average; Each economy is classified based on the classification of World Bank Group's fiscal year 2018 (July 1, 2017-June 30, 2018).

Actual value and historical data chart for World Literacy Rate Adult Total Percent Of People Ages 15 And Above

Mozambique MZ: Literacy Rate: Adult: % of People Aged 15 and Above data was reported at 50.584 % in 2009. This records an increase from the previous number of 48.159 % for 2003. Mozambique MZ: Literacy Rate: Adult: % of People Aged 15 and Above data is updated yearly, averaging 43.433 % from Dec 1980 (Median) to 2009, with 4 observations. The data reached an all-time high of 50.584 % in 2009 and a record low of 26.998 % in 1980. Mozambique MZ: Literacy Rate: Adult: % of People Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Mozambique – Table MZ.World Bank: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.; ; UNESCO Institute for Statistics; Weighted average; Each economy is classified based on the classification of World Bank Group's fiscal year 2018 (July 1, 2017-June 30, 2018).

Bangladesh BD: Literacy Rate: Adult Female: % of Females Aged 15 and Above data was reported at 74.000 % in 2021. This records an increase from the previous number of 72.000 % for 2020. Bangladesh BD: Literacy Rate: Adult Female: % of Females Aged 15 and Above data is updated yearly, averaging 58.000 % from Dec 1981 (Median) to 2021, with 15 observations. The data reached an all-time high of 74.000 % in 2021 and a record low of 18.000 % in 1981. Bangladesh BD: Literacy Rate: Adult Female: % of Females Aged 15 and Above data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Bangladesh – Table BD.World Bank.WDI: Social: Education Statistics. Adult literacy rate is the percentage of people ages 15 and above who can both read and write with understanding a short simple statement about their everyday life.;UNESCO Institute for Statistics (UIS). UIS.Stat Bulk Data Download Service. Accessed April 5, 2025. https://apiportal.uis.unesco.org/bdds.;Weighted average;

This dataset presents national-level literacy rates, compiled from multiple official sources, including the National Sample Survey (NSS), Periodic Labour Force Survey (PLFS), Population Census, National Family Health Survey (NFHS), and data published by the Ministry of Statistics and Programme Implementation (MoSPI).

It provides literacy rates disaggregated by gender, region (urban and rural), and age group. The inclusion of age groups is essential, as the criteria for calculating literacy rates have changed over time. To allow consistent comparisons across sources and years, an ‘age group’ column is included in the dataset. In general, literacy is assessed based on whether a person above a specified age can read and write a simple message with understanding in at least one language. The age specified as per these sources is as follows:

Census: Population aged 7 years and above (used since 1981; previously, it was 5 years and above). Data is available for 1951, 1961, 1971, 1981, 1991, 2001, and 2011 NSS: Population aged 5 years and above. Data is available for 2005, 2007-08, 2010, 2011-12, 2014, and 2017-18 PLFS: Survey typically covers population aged 15 years and above, but literacy data is also available for 5 years and above and 7 years and above. Data is available for 2017-18 to 2023-24. NFHS: Covers population aged 15–49 years only. Literacy rate refers to women and men who have completed standard 6, 9, or higher, or those who can read a full or partial sentence among individuals assumed to be literate. Data is available for 2005-06, 2015-16, and 2019-21. MoSPI: Follows the NSS age criteria, usually 5 years and above. Data is available for 2003, 2004, 2006, 2007, and 2011

The Ivory Coast: Literacy rate: The latest value from 2021 is 50 percent, a decline from 90 percent in 2019. In comparison, the world average is 86.53 percent, based on data from 48 countries. Historically, the average for the Ivory Coast from 1988 to 2021 is 49.25 percent. The minimum value, 34 percent, was reached in 1988 while the maximum of 90 percent was recorded in 2019.