• Source: Census Tables of 2001 India Census (from https://censusindia.gov.in/census.website/data/census-tables).
• The website has one Excel file each for all states/UTs. Collected, filtered (the original files include more classifications including urban/rural and by age groups), and collated.
• Segregated by gender.
• Educational levels for which information is available: below primary, primary, middle, matriculation/secondary, higher secondary/intermediate, diploma/graduate/above.
• Note: Literacy rates in percentage have not been calculated. Only the numbers are given.

The statistic displays the literacy rate within the slum population in India in 2001 and 2011, distributed by gender. In 2001, more than ** percent of the male population living in slum households were able to read or write. The male literacy rate has increased by 2011 to just under ** percent. A high share of females living in slum households were illiterate.

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 in India has been increasing as more and more people receive a better education, but it is still far from all-encompassing. In 2023, the degree of literacy in India was about 77 percent, with the majority of literate Indians being men. It is estimated that the global literacy rate for people aged 15 and above is about 86 percent. How to read a literacy rateIn order to identify potential for intellectual and educational progress, the literacy rate of a country covers the level of education and skills acquired by a country’s inhabitants. Literacy is an important indicator of a country’s economic progress and the standard of living – it shows how many people have access to education. However, the standards to measure literacy cannot be universally applied. Measures to identify and define illiterate and literate inhabitants vary from country to country: In some, illiteracy is equated with no schooling at all, for example. Writings on the wallGlobally speaking, more men are able to read and write than women, and this disparity is also reflected in the literacy rate in India – with scarcity of schools and education in rural areas being one factor, and poverty another. Especially in rural areas, women and girls are often not given proper access to formal education, and even if they are, many drop out. Today, India is already being surpassed in this area by other emerging economies, like Brazil, China, and even by most other countries in the Asia-Pacific region. To catch up, India now has to offer more educational programs to its rural population, not only on how to read and write, but also on traditional gender roles and rights.

The data shows the year-wise and state or union territory-wise literacy and rural and urban literacy, for male, female, and total literacy, in India according to Census.

Note: 1. Literacy rate is defined as the population of literates in the population aged 7 year and above. 2. The 1991 data (Excluding Jammu & Kashmir)and 2001 data (Excludes figures of Paomata, Mao Maran and Pura sub-divisions of Senapati district of Manipur for 2001) refer to Census of India.

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.

Literacy Rate: Tamil Nadu data was reported at 80.100 % in 12-01-2011. This records an increase from the previous number of 73.450 % for 12-01-2001. Literacy Rate: Tamil Nadu data is updated decadal, averaging 58.525 % from Dec 1961 (Median) to 12-01-2011, with 6 observations. The data reached an all-time high of 80.100 % in 12-01-2011 and a record low of 36.390 % in 12-01-1961. Literacy Rate: Tamil Nadu 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.

This layer shows State-Wise Literacy Rates (1951-2011).Source of data: https://www.indiabudget.gov.in/economicsurvey/doc/stat/tab85.pdfNote:India and Manipur figures exclude those of the three sub-divisions viz. Mao Maram, Paomata and Purul of Senapati district of Manipur as census results of 2001 in these three sub-divisions were cancelled due to technical and administrative reasons.Literacy rates for 1951, 1961 and 1971 Censuses relate to population aged five years and above and from 1981 onwards Literacy rates 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.This web layer is offered by Esri India, for ArcGIS Online subscribers. If you have any questions or comments, please let us know via content@esri.in.

Context

This is the official dataset released by the govt. of India based on the census 2001 and 2011 survey.

Content

The data is of 35 Indian states and union territories. The literacy rate is spread across the major parameters - Overall, Rural and Urban. All the data is percentage of the total population of that state.

Acknowledgements

Derived from the govt. of India's official site.

Inspiration

Understand the literacy rate in India and which states/UT's have the highest growth in terms of increased literacy rates.

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.

Context

This datasets contains data from RBI which is published annually and this data has different features such as

Column names and legends

2000-01-INC = Income of each state for the year 2001 2011-12-INC = Income of each state for the year 2011

2001 - LIT = Literacy rate of each state for the year 2001 2011- LIT = Literacy rate of each state for the year 2011

2001 - POP = Total population of each state for the year 2001 2011- POP = Total population of each state for the year 2011

2001 -SEX_Ratio = Sex_Ratio of the each state for the year 2001 2011 -SEX_Ratio = Sex_Ratio of the each state for the year 2011

2001 -UNEMP = Unemployment rate of the each state for the year 2001 2011 -UNEMP = Unemployment rate of the each state for the year 2011

2001 -Poverty = Poverty rate of the each state for the year 2001 2011 -Poverty = Poverty rate of the each state for the year 2001

Unemployment Rate - for a month is calculated using the following formula: The monthly estimations for India are calculated as a ratio of the total estimated unemployed persons in India to the total estimated labor force for a month

Poverty rate = A common method used to estimate poverty in India is based on the income or consumption levels and if the income or consumption falls below a given minimum level, then the household is said to be Below the Poverty Line

state's Income measured using state domestic product - is the total value of goods and services produced during any financial year within the geographical boundaries of a state

Literacy rate - Total number of literate persons in a given age group, expressed as a percentage of the total population in that age group. The adult literacy rate measures literacy among persons aged 15 years and above, and the youth literacy rate measures literacy among persons aged 15 to 24 years

Acknowledgements

I wouldn't be here without the help of my friends and people who read this post. I owe you thanks for this research.

Inspiration

here are pretty basic question but I would high appreciate the data scientist community for any deep insight of the data in plots Cheers!!

Objective of the study:

-Is state's income is based on the education of the state -Does literacy rate contribute any changes to poverty rate

Source of the Datasets

datasets link

if this found useful kindly up-vote cheers!!

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

Literacy Rate: Mizoram data was reported at 91.300 % in 12-01-2011. This records an increase from the previous number of 88.800 % for 12-01-2001. Literacy Rate: Mizoram data is updated decadal, averaging 59.880 % from Dec 1951 (Median) to 12-01-2011, with 7 observations. The data reached an all-time high of 91.300 % in 12-01-2011 and a record low of 31.140 % in 12-01-1951. Literacy Rate: Mizoram 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.

Literacy Rate: West Bengal data was reported at 76.300 % in 12-01-2011. This records an increase from the previous number of 68.640 % for 12-01-2001. Literacy Rate: West Bengal data is updated decadal, averaging 48.650 % from Dec 1951 (Median) to 12-01-2011, with 7 observations. The data reached an all-time high of 76.300 % in 12-01-2011 and a record low of 24.610 % in 12-01-1951. Literacy Rate: West Bengal 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 statistic displays the literacy rate in Kerala in India between 1991 and 2011, broken down by gender. In 2001, ** percent of the male population from Kerala knew how to read or write. India's literacy rate from 1981 through 2011 can be found here.

Literacy Rate: Daman and Diu data was reported at 87.100 % in 12-01-2011. This records an increase from the previous number of 78.180 % for 12-01-2001. Literacy Rate: Daman and Diu data is updated decadal, averaging 78.180 % from Dec 1991 (Median) to 12-01-2011, with 3 observations. The data reached an all-time high of 87.100 % in 12-01-2011 and a record low of 71.200 % in 12-01-1991. Literacy Rate: Daman and Diu 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 statistic depicts the literacy rate in Delhi in India between 1991 and 2011, broken down by gender. In 2001, ** percent of the male population living in Delhi knew how to read or write. India's literacy rate from 1981 through 2011 can be found here.

The statistic presents the literacy rate in the state of Jammu and Kashmir in India in 2001 and 2011, broken down by gender. In 2001, ** percent of the male population from Jammu and Kashmir knew how to read or write. India's literacy rate from 1981 through 2011 can be found here.

The statistic displays the literacy rate in the state of Andhra Pradesh in India between 1991 and 2011, broken down by gender. In 2001, 70 percent of the female population living in Andhra Pradesh knew how to read or write. India's literacy rate from 1981 through 2011 can be found here.

Literacy Rate: Nagaland data was reported at 79.600 % in 12-01-2011. This records an increase from the previous number of 66.590 % for 12-01-2001. Literacy Rate: Nagaland data is updated decadal, averaging 50.280 % from Dec 1951 (Median) to 12-01-2011, with 7 observations. The data reached an all-time high of 79.600 % in 12-01-2011 and a record low of 10.520 % in 12-01-1951. Literacy Rate: Nagaland 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.