As per World Bank's thresholds, in 2022, over 23.9 percent of India's population was living on less than 3 U.S. dollars per day. When the 4.20 U.S. dollars per day threshold is considered, the share increased to over 5.3 percent. The poverty line of 4.20 per day is set by the World Bank to be representative of the definitions of poverty adopted in lower-middle-income countries.

In financial year 2023, Uttar Pradesh, India's most populated state had over ** percent people living under the poverty line of **** U.S. dollars per day. A decade ago the state had over ** percent of its population living under the threshold. The state of Bihar also witnessed a significant reduction in poverty rates from over ** percent in the financial year 2012 to over ** percent in the financial year 2023.

Historical dataset showing India poverty rate by year from 1977 to 2022.

Yearly (annual) dataset of the India Poverty Rate, including historical data, latest releases, and long-term trends from 1977-12-31 to 2022-12-31. Available for free download in CSV format.

Looking back 45 years or so, progress against poverty in India has been highly uneven over time and space. It took 20 years for the national poverty rate to fall below—and stay below—its value in the early 1950s. And trend rates of poverty reduction have differed appreciably between states. This research project aimed to understand what influence economy-wide and sectoral factors have played in the evolution of poverty measures for India since the 1950s, and to draw lessons for the future. This database contains detailed statistics on a wide range of topics in India. The data are presented at the state level and at the all-India level separately. The database uses published information to construct comprehensive series in six subject blocks. Period coverage is roughly from 1950 to 1994. The database contains 30 spreadsheets and 89 text files (ASCII) that are grouped into the six subject blocks. The formats and sizes of the 30 spreadsheets vary considerably. The list of variables included: . Expenditures (distribution) . National Accounts . Prices Wages . Population . Rainfall

The dataset contains Year and State wise Poverty Rate-Number of Persons and Percentage

Lakdawala Methodology: An older method to measure poverty in India based on minimum calorie intake (2,400 rural / 2,100 urban). It used a 30-day recall for all expenses but did not include health and education costs.

Tendulkar Methodology:A revised method that considers actual spending on food, health, education, etc. It uses a mixed recall period and provides a more realistic estimate of poverty.

Mixed Recall Period: Combines two recall periods: 30 days for regular items and 365 days for infrequent ones. This helps reduce errors and gives a better picture of total household spending.

30-Day Recall Period: Collects data based on what households spent in the last 30 days for all items. It may miss big or occasional expenses and can underestimate actual consumption.

During 2019 to 2021, ******* percent of the Indian population were reportedly multidimensionally poor. This reflected a much lower percentage of multidimensionally poor population in India as compared to 2016. India has made significant progress in multidimensional poverty over the years.

India Poverty Headcount Ratio at Societal Poverty Lines: % of Population data was reported at 33.100 % in 2021. This records a decrease from the previous number of 34.800 % for 2020. India Poverty Headcount Ratio at Societal Poverty Lines: % of Population data is updated yearly, averaging 38.450 % from Dec 1977 (Median) to 2021, with 14 observations. The data reached an all-time high of 63.500 % in 1977 and a record low of 32.400 % in 2018. India Poverty Headcount Ratio at Societal Poverty Lines: % of Population data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s India – Table IN.World Bank.WDI: Social: Poverty and Inequality. The poverty headcount ratio at societal poverty line is the percentage of a population living in poverty according to the World Bank's Societal Poverty Line. The Societal Poverty Line is expressed in purchasing power adjusted 2017 U.S. dollars and defined as max($2.15, $1.15 + 0.5*Median). This means that when the national median is sufficiently low, the Societal Poverty line is equivalent to the extreme poverty line, $2.15. For countries with a sufficiently high national median, the Societal Poverty Line grows as countries’ median income grows.;World Bank, Poverty and Inequality Platform. Data are based on primary household survey data obtained from government statistical agencies and World Bank country departments. Data for high-income economies are mostly from the Luxembourg Income Study database. For more information and methodology, please see http://pip.worldbank.org.;;The World Bank’s internationally comparable poverty monitoring database now draws on income or detailed consumption data from more than 2000 household surveys across 169 countries. See the Poverty and Inequality Platform (PIP) for details (www.pip.worldbank.org).

21.9 (%) in 2011. National poverty rate is the percentage of the population living below the national poverty line. National estimates are based on population-weighted subgroup estimates from household surveys.

As of 2022, over ********** children between the ages of 10 to 14 years were affected by poverty. In general, age groups from 0 to 19 years were most impacted by extreme poverty.

The dataset contains All India Yearly Number and Percentage of Population Below Poverty Line from Handbook of Statistics on Indian Economy.

In 2022, the total male population living in poverty in India was about ** million. By contrast, the number of females in poverty during the same time period was around ** million.

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!!

44.80 (%) in 2019. Population below $3.1 a day is the percentage of the population living on less than $3.1 a day at 2005 international prices. As a result of revisions in PPP exchange rates, poverty rates for individual countries cannot be compared with poverty rates reported in earlier editions.

India IN: Poverty Headcount Ratio at $3.65 a Day: 2017 PPP: % of Population data was reported at 44.000 % in 2021. This records a decrease from the previous number of 48.200 % for 2020. India IN: Poverty Headcount Ratio at $3.65 a Day: 2017 PPP: % of Population data is updated yearly, averaging 62.000 % from Dec 1977 (Median) to 2021, with 14 observations. The data reached an all-time high of 89.100 % in 1977 and a record low of 44.000 % in 2021. India IN: Poverty Headcount Ratio at $3.65 a Day: 2017 PPP: % of Population data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s India – Table IN.World Bank.WDI: Social: Poverty and Inequality. Poverty headcount ratio at $3.65 a day is the percentage of the population living on less than $3.65 a day at 2017 international prices.;World Bank, Poverty and Inequality Platform. Data are based on primary household survey data obtained from government statistical agencies and World Bank country departments. Data for high-income economies are mostly from the Luxembourg Income Study database. For more information and methodology, please see http://pip.worldbank.org.;;The World Bank’s internationally comparable poverty monitoring database now draws on income or detailed consumption data from more than 2000 household surveys across 169 countries. See the Poverty and Inequality Platform (PIP) for details (www.pip.worldbank.org).

Context

India per capita poverty line by state 2011-12

Content

http://niti.gov.in/state-statistics# Tendulkar Poverty Lines monthly per capita expenditure (Rs) substitution data used as per notes for some regions

rural population from: https://en.wikipedia.org/wiki/List_of_states_and_union_territories_of_India_by_population#States_and_union_territories_(by_population) from http://censusindia.gov.in/2011-prov-results/paper2/prov_results_paper2_india.html

holes in rural pop filled with: http://lakshadweep.nic.in/documents/census2011/rural%20urban%20data%20sheet%20_Lakshadweep1_.pdf

FII Rank, CFII, CDI from http://journals.sagepub.com/doi/pdf/10.1177/0973005216633940 Measuring Financial Inclusion of Indian States

Acknowledgements

Thanks to India for publishing the survey data.

Inspiration

added to work with the kiva data challenge.

Depending on the methodology and source, the poverty rate in India varied. According to Bhalla and Bhasin, using the World Bank's international *** dollars a day poverty line, the poverty rate was *** percent. It increased to over ** percent with the poverty line of *** dollars a day. India's last officially recognized poverty estimates, or the Tendulkar methodology, estimated poverty levels at over ** percent in 2011-12.

Agricultural Offtake: Bihar: Rice: TPDS: Below Poverty Line (BPL) data was reported at 0.102 Ton th in Jun 2014. This records a decrease from the previous number of 1.320 Ton th for May 2014. Agricultural Offtake: Bihar: Rice: TPDS: Below Poverty Line (BPL) data is updated monthly, averaging 87.533 Ton th from Oct 2011 (Median) to Jun 2014, with 33 observations. The data reached an all-time high of 144.946 Ton th in May 2013 and a record low of 0.102 Ton th in Jun 2014. Agricultural Offtake: Bihar: Rice: TPDS: Below Poverty Line (BPL) data remains active status in CEIC and is reported by Department of Food & Public Distribution. The data is categorized under India Premium Database’s Agriculture Sector – Table IN.RII015: Agricultural Offtake under Targeted Public Distribution System (TPDS): Rice: by States .

Of the total number of people living under extreme poverty in India in 2021, approximately ** million were females. Females were more affected by extreme poverty in India as opposed to their male counterparts during the same time period.

According to UN Women, almost *** in *** employed women over 15 years-old in India had been living below the international poverty line as of December 2020. Meanwhile, approximately ***** percent of male employed population in India were registered below the poverty benchmark.