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.

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.

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.

This dataset delves into the relationships between key indicators—Gross Domestic Product (GDP), Physician Density, and Literacy Rates. Understand how economic strength, healthcare access, and education intersect on a global scale.

Columns:

**Country: ** Names of the countries in focus.

GDP (Gross Domestic Product): - Shows a country's economic output. - Indicates overall economic health and productivity. - Presented in a standardized currency or index.

Physician Density: - Reveals the number of doctors per population. - Highlights a country's healthcare accessibility. - Gives insights into medical intervention capacity.

Literacy Rate: - Reflects the percentage of the population that can read and write. - Shows educational attainment and societal development. - Influences workforce productivity and social progress.

This dataset is a user-friendly resource for anyone curious about the connections between economic, healthcare, and educational factors across different countries. Ideal for researchers, policymakers, and enthusiasts looking to grasp the global dynamics of development.

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.

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.

This is a dataset about literacy rate of different states of India. It shows male and female literacy rate, as well as average literacy rate of that state. I have used the data from internet to make the dataset.

With the help of html, data read and then data set is created in the form of csv file.

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.

Romania: Literacy rate: The latest value from 2021 is 99 percent, unchanged from 99 percent in 2011. In comparison, the world average is 86.53 percent, based on data from 48 countries. Historically, the average for Romania from 1992 to 2021 is 98 percent. The minimum value, 97 percent, was reached in 1992 while the maximum of 99 percent was recorded in 2011.

Literacy Rate: Delhi data was reported at 86.200 % in 12-01-2011. This records an increase from the previous number of 81.670 % for 12-01-2001. Literacy Rate: Delhi data is updated decadal, averaging 73.615 % from Dec 1961 (Median) to 12-01-2011, with 6 observations. The data reached an all-time high of 86.200 % in 12-01-2011 and a record low of 61.950 % in 12-01-1961. Literacy Rate: Delhi 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 Education Sector – Table IN.EDA001: Literacy Rate.

The average for 2021 based on 3 countries was 94.81 percent. The highest value was in Costa Rica: 98.04 percent and the lowest value was in Puerto Rico: 92.4 percent. The indicator is available from 1970 to 2023. Below is a chart for all countries where data are available.

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

Adult literacy rate of Chad dropped by 10.93% from 30.6 % in 2019 to 27.3 % in 2022. Since the 7.69% jump in 2004, adult literacy rate went down by 2.57% in 2022. Adult (15+) literacy rate (%). Total is the percentage of the population age 15 and above who can, with understanding, read and write a short, simple statement on their everyday life. Generally, ‘literacy’ also encompasses ‘numeracy’, the ability to make simple arithmetic calculations. This indicator is calculated by dividing the number of literates aged 15 years and over by the corresponding age group population and multiplying the result by 100.

Democratic Republic of the Congo: Literacy rate: The latest value from 2022 is 80.54 percent, an increase from 73.55 percent in 2018. In comparison, the world average is 80.97 percent, based on data from 54 countries. Historically, the average for Democratic Republic of the Congo from 2001 to 2022 is 72.38 percent. The minimum value, 61.21 percent, was reached in 2007 while the maximum of 80.54 percent was recorded in 2022.

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.

Literacy Rate: Uttar Pradesh data was reported at 67.700 % in 12-01-2011. This records an increase from the previous number of 56.270 % for 12-01-2001. Literacy Rate: Uttar Pradesh data is updated decadal, averaging 32.650 % from Dec 1951 (Median) to 12-01-2011, with 7 observations. The data reached an all-time high of 67.700 % in 12-01-2011 and a record low of 12.020 % in 12-01-1951. Literacy Rate: Uttar 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 Education Sector – Table IN.EDA001: Literacy Rate.

Lebanon: Literacy rate: The latest value from 2018 is 93 percent, an increase from 91 percent in 2009. In comparison, the world average is 82.10 percent, based on data from 47 countries. Historically, the average for Lebanon from 2007 to 2018 is 91.33 percent. The minimum value, 90 percent, was reached in 2007 while the maximum of 93 percent was recorded in 2018.

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;

The dataset contains Year and State wise Literacy Rate

Note: 1. Literacy rates for 1951, 1961 and 1971 Censuses relate to population aged five years and above. The rates for the 1981, 1991, 2001 and 2011 Censuses relate to the population aged seven years and above. The literacy rate for 1951 in case of West Bengal relates to total population including 0-4 age group. Literacy rate for 1951 in respect of Chhattisgarh, Madhya Pradesh and Manipur are based on sample population. 2. India and Manipur figures exclude those of the three sub-divisions viz., Mao Maram, Paomata and Purul of Senapati district of Manipur as census result of 2001 in these three sub-divisions were cancelled due to technical and administrative reasons.

Literacy rate, adult total (% of people ages 15 and above) in Kenya was reported at 82.88 % in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. Kenya - Literacy rate, adult total (% of people ages 15 and above) - actual values, historical data, forecasts and projections were sourced from the World Bank on October of 2025.