The "Indian Household Electricity Consumption Dataset" is a comprehensive dataset that captures the electricity consumption patterns of Indian households. It includes information about the number of hours each household appliance, such as fans, air conditioners, refrigerators, televisions, monitors, and motor pumps, operates in a month. Additionally, it incorporates demographic factors like the city of residence and the electricity distribution company serving that city.

This dataset is designed to help predict the monthly electricity bills for Indian households based on appliance usage and other relevant factors. It can be used in various applications, such as - Energy management and Consumer insights.

According to a national survey between 2019 and 2021, a majority of households across India lived in nuclear setups, amounting to over ** percent across the country. This was more prominent in urban areas as compared to rural India.

Dataset

This dataset was created by Pavan kumar Yadav

Contents

About this dataset

Context

The dataset tabulates the median household income in Indian Village. It can be utilized to understand the trend in median household income and to analyze the income distribution in Indian Village by household type, size, and across various income brackets.

Content

The dataset will have the following datasets when applicable

Please note: The 2020 1-Year ACS estimates data was not reported by the Census Bureau due to the impact on survey collection and analysis caused by COVID-19. Consequently, median household income data for 2020 is unavailable for large cities (population 65,000 and above).

• Indian Village, IN Median Household Income Trends (2010-2021, in 2022 inflation-adjusted dollars)
• Median Household Income Variation by Family Size in Indian Village, IN: Comparative analysis across 7 household sizes
• Income Distribution by Quintile: Mean Household Income in Indian Village, IN
• Indian Village, IN households by income brackets: family, non-family, and total, in 2022 inflation-adjusted dollars

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Interested in deeper insights and visual analysis?

Explore our comprehensive data analysis and visual representations for a deeper understanding of Indian Village median household income. You can refer the same here

According to the India residential energy survey conducted in 2019 and 2020, over ** percent of the households had access to electricity through electric grids. However, over *** percent of the households did not have access to electricity in that time period.

Households and NPISHs Final consumption expenditure (current US$) in India was reported at 2405795557862 USD in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. India - Household final consumption expenditure - actual values, historical data, forecasts and projections were sourced from the World Bank on November of 2025.

India Households: Gross Disposable Income data was reported at 131,525,002.483 INR mn in 2018. This records an increase from the previous number of 119,566,177.097 INR mn for 2017. India Households: Gross Disposable Income data is updated yearly, averaging 98,430,689.082 INR mn from Mar 2012 (Median) to 2018, with 7 observations. The data reached an all-time high of 131,525,002.483 INR mn in 2018 and a record low of 70,347,611.519 INR mn in 2012. India Households: Gross Disposable Income data remains active status in CEIC and is reported by Central Statistics Office. The data is categorized under Global Database’s India – Table IN.AI002: NAS 2011-2012: National and Personal Disposable Income.

Households Debt in India increased to 42 percent of GDP in the first quarter of 2025 from 41.90 percent of GDP in the fourth quarter of 2024. This dataset provides - India Households Debt To Gdp- actual values, historical data, forecast, chart, statistics, economic calendar and news.

According to a survey conducted in 2015 across India, over ** percent of the surveyed households had an average monthly income up to 10,000 Indian rupees. This percentage varied among the rural and urban areas, where over ** percent of the rural households and ** percent of the urban households earned up to 10,000 Indian rupees monthly. India had a high rate of rural to urban migration, as Indian cities provided better standards of living and employment opportunities.

Multiple income generators

For most of the population, income is earned in form of wages or salary, rent from residential or commercial property, interest from financial investments, and profits from family businesses. Most Indian households have multiple earning members to support consumption expenses on a day to day basis. During the surveyed year, around ** percent of the households had a single earner, mostly the head of the family, followed by about ** percent of households with two earning members.

Employment scenario

There are a lot of uncertainties in the job market in India. Non-availability of jobs matching education and skills was one of the main reasons for unemployment among Indian graduates. Underemployment was also a problem, and it was higher in urban areas than rural ones. Even though a majority of the population was self-employed, most jobs taken by workers had no written job contracts in both the salaried and casual employment sectors.

Household consumption, billion currency units in India, June, 2025 The most recent value is 51866.57 billion Indian Rupee as of Q2 2025, an increase compared to the previous value of 51388.6 billion Indian Rupee. Historically, the average for India from Q2 2004 to Q2 2025 is 21366.77 billion Indian Rupee. The minimum of 4289.49 billion Indian Rupee was recorded in Q2 2004, while the maximum of 55346.14 billion Indian Rupee was reached in Q4 2024. | TheGlobalEconomy.com

Abstract

The Longitudinal Indian Family Health (LIFE) is a long-term research study that will examine socio-economic and environmental influences on children’s health and development in India. The main aim of the study is to understand the link between the environmental conditions in which Indian women conceive, go through their pregnancy and give birth, and their physical and mental health during this period.

The cohort comprises married women between 15 and 35 years of age (mean 22 years), recruited before pregnancy or in the first trimester of pregnancy, from 2009 to 2011. These CHVs focus on women in the village to ascertain pregnancy (by interview) and to educate and encourage the women to seek regular antenatal care and other health care services. REACH has enumerated all household members in these communities and mapped each dwelling by a geographical information system (GIS). During each visit, CHVs conduct interviews to collect and update information on demography and pregnancy. Since 2004, CHVs have been collecting data on infant deaths and birthweights in the population. Socio-demographic variables such as access to electricity, means of transportation and possession of audio-visual devices were collected from REACH database

Documentation

You can submit a proposal to collaborate with LIFE Study investigators. A written protocol must be submitted, reviewed and approved by the LIFE Data Sharing Plan Committee before initiation of new projects. For further information, contact Dr P. S. Reddy at [reddyps@verizon.net]. Updated information may be found on the research centre website at [www.sharefoundations.org].

Methodology

The LIFE study is being conducted in villages of Medchal Mandal, R.R.District, Telangana, India. Since 2009, 1227 women aged between 15 and 35 years were recruited before conception or within 14 weeks of gestation. Women were followed through pregnancy, delivery, and postpartum. Follow-up of children is ongoing. Baseline data were collected from husbands of 642 women.

Anthropometric measurements, biological samples and detailed questionnaire data were collected during registration, the first and third trimesters, delivery and at 1 month postpartum. Anthropometric measurements and health questionnaire data are obtained for each child, and a developmental assessment is done at 1, 6, 12, 18, 24, 36, 48 and 60 months. At 36 months, each child is screened for development and mental health problems. Questionnaires are completed for pregnancy loss and death of children under 5 years old. The LIFE Biobank preserves over 6000 samples.

This statistic shows the household penetration rate of home appliances in India in 2018. Only 13 percent of households in India had a washing machine and 33 percent had a refrigerator. But 77 percent of the households had a television set at home.

Key information about India Household Debt

• India Household Debt reached 681.5 USD bn in Mar 2025, compared with the reported number of 617.3 USD bn in the previous year
• India Household Debt: USD mn data is updated yearly, available from Mar 1998 to Mar 2025
• The data reached an all-time high of 681.5 USD bn in Mar 2025 and a record low of 8.8 USD bn in Mar 1998

*This indicator will be no longer available from March 2026, 4th onwards. CEIC has a plan to remove the non-standard frequency indicator after the standard frequency indicator has been added and be available on this table. CEIC converts annual Household Debt into USD. The Reserve Bank of India provides Household Debt in local currency. The Federal Reserve Board period end market exchange rate is used for currency conversions. Loans are used due to the lack of Flow of Funds statistics. Household Debt includes Consumer Durables, Housing and Rest of Personal Loans. Household Debt is in annual frequency, ending in March of each year.


Further information about India Household Debt

• In the latest reports, India Household Debt accounted for 17.6 % of the country's Nominal GDP in Mar 2025
• Money Supply M2 in India increased 793.0 USD bn YoY in Sep 2025
• India Foreign Exchange Reserves was measured at 564.6 USD bn in Oct 2025
• The Foreign Exchange Reserves equaled 7.4 Months of Import in Oct 2025
• India Domestic Credit reached 3,320.5 USD bn in Sep 2025, representing an increased of 10.4 % YoY

Household debt to GDP, in percent in India, March, 2025 The most recent value is 42 percent as of March 2025, an increase compared to the previous value of 41.9 percent. Historically, the average for India from June 2007 to March 2025 is 36.7 percent. The minimum of 31.1 percent was recorded in September 2016, while the maximum of 43.2 percent was reached in September 2007. | TheGlobalEconomy.com

Explore Indian Household Items export data with HS codes, pricing, ports, and a verified list of Household Items exporters and suppliers from India with complete shipment insights.

In fiscal year 2023, the value of gross domestic savings in the form of gold and silver valuables in the Indian household sector amounted to around *** billion Indian rupees. This was an increase compared to the previous year.

India HCE: Number of Sample Households: Rural data was reported at 59,695.000 Unit in 2012. This records an increase from the previous number of 59,119.000 Unit for 2010. India HCE: Number of Sample Households: Rural data is updated yearly, averaging 64,450.500 Unit from Jun 1994 (Median) to 2012, with 4 observations. The data reached an all-time high of 79,298.000 Unit in 2005 and a record low of 59,119.000 Unit in 2010. India HCE: Number of Sample Households: Rural data remains active status in CEIC and is reported by National Sample Survey Organisation. The data is categorized under Global Database’s India – Table IN.HB001: Household Consumer Expenditure.

In India Household Cleaners Market , was valued at approximately USD 10.11 billion in 2022 and is projected to reach USD 12.45 billion by 2029,

Actual value and historical data chart for India Household Final Consumption Expenditure PPP Us Dollar

In the financial year 2024, India's household debt reached around *** billion U.S. dollars, an increase from previous year's figures. India's household debt has witnessed an upward trend in the last decade. Household debt includes consumer durables, housing and other personal loans.