About this dataset

Context

The dataset illustrates the median household income in Switzerland County, spanning the years from 2010 to 2023, with all figures adjusted to 2023 inflation-adjusted dollars. Based on the latest 2019-2023 5-Year Estimates from the American Community Survey, it displays how income varied over the last decade. The dataset can be utilized to gain insights into median household income trends and explore income variations.

Key observations:

From 2010 to 2023, the median household income for Switzerland County increased by $2,624 (4.20%), as per the American Community Survey estimates. In comparison, median household income for the United States increased by $5,602 (7.68%) between 2010 and 2023.

Analyzing the trend in median household income between the years 2010 and 2023, spanning 13 annual cycles, we observed that median household income, when adjusted for 2023 inflation using the Consumer Price Index retroactive series (R-CPI-U-RS), experienced growth year by year for 6 years and declined for 7 years.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. All incomes have been adjusting for inflation and are presented in 2022-inflation-adjusted dollars.

Years for which data is available:

• 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 0223

Variables / Data Columns

• Year: This column presents the data year from 2010 to 2023
• Median Household Income: Median household income, in 2023 inflation-adjusted dollars for the specific year
• YOY Change($): Change in median household income between the current and the previous year, in 2023 inflation-adjusted dollars
• YOY Change(%): Percent change in median household income between current and the previous year

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/.

Recommended for further research

This dataset is a part of the main dataset for Switzerland County median household income. You can refer the same here

Key information about Switzerland Household Income per Capita

• Switzerland Annual Household Income per Capita reached 60,075.602 USD in Dec 2022, compared with the previous value of 61,553.105 USD in Dec 2021.
• Switzerland Annual Household Income per Capita data is updated yearly, available from Dec 2006 to Dec 2022, with an averaged value of 54,698.146 USD.
• The data reached an all-time high of 61,553.105 USD in Dec 2021 and a record low of 36,733.069 USD in Dec 2006.
• In the latest reports, Retail Sales of Switzerland dropped 1.378 % YoY in May 2023.

CEIC calculates Annual Household Income per Capita from annual Average Household Income and Average Household Size and converts it into USD. Swiss Federal Statistical Office provides Average Household Income in local currency and Average Household Size. Federal Reserve Board average market exchange rate is used for currency conversions.

About this dataset

Context

The dataset presents the mean household income for each of the five quintiles in Swiss, Wisconsin, as reported by the U.S. Census Bureau. The dataset highlights the variation in mean household income across quintiles, offering valuable insights into income distribution and inequality.

Key observations

• Income disparities: The mean income of the lowest quintile (20% of households with the lowest income) is 10,696, while the mean income for the highest quintile (20% of households with the highest income) is 159,199. This indicates that the top earners earn 15 times compared to the lowest earners.
• *Top 5%: * The mean household income for the wealthiest population (top 5%) is 233,173, which is 146.47% higher compared to the highest quintile, and 2180% higher compared to the lowest quintile.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Income Levels:

• Lowest Quintile
• Second Quintile
• Third Quintile
• Fourth Quintile
• Highest Quintile
• Top 5 Percent

Variables / Data Columns

• Income Level: This column showcases the income levels (As mentioned above).
• Mean Household Income: Mean household income, in 2023 inflation-adjusted dollars for the specific income level.

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/.

Recommended for further research

This dataset is a part of the main dataset for Swiss town median household income. You can refer the same here

Switzerland Household Income: Avg: Disposable Income data was reported at 6,957.431 CHF in 2015. This records a decrease from the previous number of 7,176.380 CHF for 2014. Switzerland Household Income: Avg: Disposable Income data is updated yearly, averaging 6,787.707 CHF from Dec 2006 (Median) to 2015, with 10 observations. The data reached an all-time high of 7,176.380 CHF in 2014 and a record low of 6,100.854 CHF in 2006. Switzerland Household Income: Avg: Disposable Income data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H010: Household Budget Survey.

Graph and download economic data for 90% Confidence Interval Lower Bound of Estimate of Median Household Income for Switzerland County, IN (MHICILBIN18155A052NCEN) from 1989 to 2023 about Switzerland County, IN; IN; households; median; income; and USA.

About this dataset

Context

The dataset presents median household incomes for various household sizes in Switzerland County, IN, as reported by the U.S. Census Bureau. The dataset highlights the variation in median household income with the size of the family unit, offering valuable insights into economic trends and disparities within different household sizes, aiding in data analysis and decision-making.

Key observations

• Of the 7 household sizes (1 person to 7-or-more person households) reported by the census bureau, Switzerland County did not include 7-person households. Across the different household sizes in Switzerland County the mean income is $79,389, and the standard deviation is $26,412. The coefficient of variation (CV) is 33.27%. This high CV indicates high relative variability, suggesting that the incomes vary significantly across different sizes of households.
• In the most recent year, 2021, The smallest household size for which the bureau reported a median household income was 1-person households, with an income of $32,859. It then further increased to $79,775 for 6-person households, the largest household size for which the bureau reported a median household income.

https://i.neilsberg.com/ch/switzerland-county-in-median-household-income-by-household-size.jpeg" alt="Switzerland County, IN median household income, by household size (in 2022 inflation-adjusted dollars)">

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2017-2021 5-Year Estimates.

Household Sizes:

• 1-person households
• 2-person households
• 3-person households
• 4-person households
• 5-person households
• 6-person households
• 7-or-more-person households

Variables / Data Columns

• Household Size: This column showcases 7 household sizes ranging from 1-person households to 7-or-more-person households (As mentioned above).
• Median Household Income: Median household income, in 2022 inflation-adjusted dollars for the specific household size.

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/.

Recommended for further research

This dataset is a part of the main dataset for Switzerland County median household income. You can refer the same here

Estimate of Median Household Income for Switzerland County, IN was 60219.00000 $ in January of 2023, according to the United States Federal Reserve. Historically, Estimate of Median Household Income for Switzerland County, IN reached a record high of 63246.00000 in January of 2022 and a record low of 19254.00000 in January of 1989. Trading Economics provides the current actual value, an historical data chart and related indicators for Estimate of Median Household Income for Switzerland County, IN - last updated from the United States Federal Reserve on June of 2025.

About this dataset

Context

The dataset presents the median household income across different racial categories in Swiss town. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. The dataset can be utilized to gain insights into economic disparities and trends and explore the variations in median houshold income for diverse racial categories.

Key observations

Based on our analysis of the distribution of Swiss town population by race & ethnicity, the population is predominantly White. This particular racial category constitutes the majority, accounting for 73.14% of the total residents in Swiss town. Notably, the median household income for White households is $61,111. Interestingly, despite the White population being the most populous, it is worth noting that American Indian and Alaska Native households actually reports the highest median household income, with a median income of $83,295. This reveals that, while Whites may be the most numerous in Swiss town, American Indian and Alaska Native households experience greater economic prosperity in terms of median household income.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race of the head of household: This column presents the self-identified race of the household head, encompassing all relevant racial categories (excluding ethnicity) applicable in Swiss town.
• Median household income: Median household income, adjusting for inflation, presented in 2023-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/.

Recommended for further research

This dataset is a part of the main dataset for Swiss town median household income by race. You can refer the same here

Switzerland Household Income: Avg: Gross: PS: Old Age & Invalidity data was reported at 810.916 CHF in 2015. This records a decrease from the previous number of 876.230 CHF for 2014. Switzerland Household Income: Avg: Gross: PS: Old Age & Invalidity data is updated yearly, averaging 820.508 CHF from Dec 2006 (Median) to 2015, with 10 observations. The data reached an all-time high of 876.230 CHF in 2014 and a record low of 751.900 CHF in 2006. Switzerland Household Income: Avg: Gross: PS: Old Age & Invalidity data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H010: Household Budget Survey.

About this dataset

Context

The dataset presents a breakdown of households across various income brackets in Swiss, Wisconsin, as reported by the U.S. Census Bureau. The Census Bureau classifies households into different categories, including total households, family households, and non-family households. Our analysis of U.S. Census Bureau American Community Survey data for Swiss, Wisconsin reveals how household income distribution varies among these categories. The dataset highlights the variation in number of households with income, offering valuable insights into the distribution of Swiss town households based on income levels.

Key observations

• For Family Households: In Swiss town, the majority of family households, representing 29.35%, earn $60,000 to $74,999, showcasing a substantial share of the community families falling within this income bracket. Conversely, the minority of family households, comprising 0.0%, have incomes falling $10,000 to $14,999, representing a smaller but still significant segment of the community.
• For Non-Family Households: In Swiss town, the majority of non-family households, accounting for 22.96%, have income Less than $10,000, indicating that a substantial portion of non-family households falls within this income bracket. On the other hand, the minority of non-family households, comprising 0.0%, earn $10,000 to $14,999, representing a smaller, yet notable, portion of non-family households in the community.

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Income Levels:

• Less than $10,000
• $10,000 to $14,999
• $15,000 to $19,999
• $20,000 to $24,999
• $25,000 to $29,999
• $30,000 to $34,999
• $35,000 to $39,999
• $40,000 to $44,999
• $45,000 to $49,999
• $50,000 to $59,999
• $60,000 to $74,999
• $75,000 to $99,999
• $125,000 to $149,999
• $150,000 to $199,999
• $200,000 or more

Variables / Data Columns

• Income Level: The income level represents the income brackets ranging from Less than $10,000 to $200,000 or more in Swiss, Wisconsin (As mentioned above).
• All Households: Count of households for the specified income level
• % All Households: Percentage of households at the specified income level relative to the total households in Swiss, Wisconsin
• Family Households: Count of family households for the specified income level
• % Family Households: Percentage of family households at the specified income level relative to the total family households in Swiss, Wisconsin
• Non-Family Households: Count of non-family households for the specified income level
• % Non-Family Households: Percentage of non-family households at the specified income level relative to the total non-family households in Swiss, Wisconsin

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/.

Recommended for further research

This dataset is a part of the main dataset for Swiss town median household income. You can refer the same here

Key information about Switzerland Monthly Earnings

• Switzerland Monthly Earnings stood at 6,641 USD in Dec 2023, compared with the previous figure of 6,117 USD in Dec 2022
• Switzerland Monthly Earnings data is updated yearly, available from Dec 1991 to Dec 2023, with an average number of 4,514 USD
• The data reached the an all-time high of 6,641 USD in Dec 2023 and a record low of 2,790 USD in Dec 1991

CEIC calculates Monthly Earnings from Gross Median Annual Earnings divided by 12 and converts it into USD. Swiss Federal Statistical Office provides Gross Median Annual Earnings in local currency. Federal Reserve Board average market exchange rate is used for currency conversions. Monthly Earnings include employees' earnings only and exclude self-employed persons, family workers and apprentices.


Further information about Switzerland Monthly Earnings

• In the latest reports, Switzerland Population reached 9 million people in Dec 2022
• Unemployment Rate of Switzerland dropped to 4 % in Mar 2024
• The country's Labour Force Participation Rate dropped to 67 % in Mar 2024

About this dataset

Context

The dataset presents the median household incomes over the past decade across various racial categories identified by the U.S. Census Bureau in Swiss town. It portrays the median household income of the head of household across racial categories (excluding ethnicity) as identified by the Census Bureau. It also showcases the annual income trends, between 2013 and 2023, providing insights into the economic shifts within diverse racial communities.The dataset can be utilized to gain insights into income disparities and variations across racial categories, aiding in data analysis and decision-making..

Key observations

• White: In Swiss town, the median household income for the households where the householder is White increased by $11,141(22.30%), between 2013 and 2023. The median household income, in 2023 inflation-adjusted dollars, was $49,970 in 2013 and $61,111 in 2023.
• Black or African American: Even though there is a population where the householder is Black or African American, there was no median household income reported by the U.S. Census Bureau for both 2013 and 2023.
• Refer to the research insights for more key observations on American Indian and Alaska Native, Asian, Native Hawaiian and Other Pacific Islander, Some other race and Two or more races (multiracial) households

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Racial categories include:

• White
• Black or African American
• American Indian and Alaska Native
• Asian
• Native Hawaiian and Other Pacific Islander
• Some other race
• Two or more races (multiracial)

Variables / Data Columns

• Race of the head of household: This column presents the self-identified race of the household head, encompassing all relevant racial categories (excluding ethnicity) applicable in Swiss town.
• 2010: 2010 median household income
• 2011: 2011 median household income
• 2012: 2012 median household income
• 2013: 2013 median household income
• 2014: 2014 median household income
• 2015: 2015 median household income
• 2016: 2016 median household income
• 2017: 2017 median household income
• 2018: 2018 median household income
• 2019: 2019 median household income
• 2020: 2020 median household income
• 2021: 2021 median household income
• 2022: 2022 median household income
• 2023: 2023 median household income
• Please note: All incomes have been adjusted for inflation and are presented in 2023-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/.

Recommended for further research

This dataset is a part of the main dataset for Swiss town median household income by race. You can refer the same here

In 2023, the United States had the highest gross household disposable income per capita in OECD countries adjusted for purchasing power parity. Their disposable income per capita was over ****** U.S. dollars. Luxembourg followed in second with around ****** U.S. dollars, with Switzerland in third.

Switzerland Household Income: Avg: Gross data was reported at 9,927.394 CHF in 2022. This records an increase from the previous number of 9,781.320 CHF for 2021. Switzerland Household Income: Avg: Gross data is updated yearly, averaging 9,573.650 CHF from Dec 2006 (Median) to 2022, with 17 observations. The data reached an all-time high of 10,078.998 CHF in 2014 and a record low of 8,551.010 CHF in 2006. Switzerland Household Income: Avg: Gross data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H020: Household Budget Survey.

About this dataset

Context

The dataset tabulates the Switzerland County median household income by race. The dataset can be utilized to understand the racial distribution of Switzerland County income.

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).

• Switzerland County, IN median household income breakdown by race betwen 2011 and 2021
• Median Household Income by Racial Categories in Switzerland County, IN (2021, 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 Switzerland County median household income by race. You can refer the same here

Switzerland Household Income: Avg: Sporadic Income data was reported at 310.526 CHF in 2015. This records a decrease from the previous number of 392.170 CHF for 2014. Switzerland Household Income: Avg: Sporadic Income data is updated yearly, averaging 397.683 CHF from Dec 2006 (Median) to 2015, with 10 observations. The data reached an all-time high of 451.132 CHF in 2009 and a record low of 310.526 CHF in 2015. Switzerland Household Income: Avg: Sporadic Income data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H010: Household Budget Survey.

Switzerland Household Income: Avg: Gross: Primary: Employment: Employee Income data was reported at 6,541.335 CHF in 2015. This records an increase from the previous number of 6,362.019 CHF for 2014. Switzerland Household Income: Avg: Gross: Primary: Employment: Employee Income data is updated yearly, averaging 6,299.056 CHF from Dec 2006 (Median) to 2015, with 10 observations. The data reached an all-time high of 6,541.335 CHF in 2015 and a record low of 5,485.002 CHF in 2006. Switzerland Household Income: Avg: Gross: Primary: Employment: Employee Income data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H010: Household Budget Survey.

About this dataset

Context

The dataset tabulates the median household income in Swiss town. It can be utilized to understand the trend in median household income and to analyze the income distribution in Swiss town 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).

• Swiss, Wisconsin Median Household Income Trends (2010-2021, in 2022 inflation-adjusted dollars)
• Median Household Income Variation by Family Size in Swiss, Wisconsin: Comparative analysis across 7 household sizes
• Income Distribution by Quintile: Mean Household Income in Swiss, Wisconsin
• Swiss, Wisconsin 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 Swiss town median household income. You can refer the same here

Household Income: Avg: Gross: Primary data was reported at 7,984.324 CHF in 2016. This records a decrease from the previous number of 8,003.356 CHF for 2015. Household Income: Avg: Gross: Primary data is updated yearly, averaging 7,721.030 CHF from Dec 2006 (Median) to 2016, with 11 observations. The data reached an all-time high of 8,076.221 CHF in 2012 and a record low of 6,685.840 CHF in 2006. Household Income: Avg: Gross: Primary data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.H010: Household Budget Survey.

Switzerland Proportion of People Living Below 50 Percent Of Median Income: % data was reported at 10.400 % in 2020. This records a decrease from the previous number of 11.100 % for 2019. Switzerland Proportion of People Living Below 50 Percent Of Median Income: % data is updated yearly, averaging 10.400 % from Dec 1982 (Median) to 2020, with 19 observations. The data reached an all-time high of 11.300 % in 2008 and a record low of 9.200 % in 2000. Switzerland Proportion of People Living Below 50 Percent Of Median Income: % data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Switzerland – Table CH.World Bank.WDI: Social: Poverty and Inequality. The percentage of people in the population who live in households whose per capita income or consumption is below half of the median income or consumption per capita. The median is measured at 2017 Purchasing Power Parity (PPP) using the Poverty and Inequality Platform (http://www.pip.worldbank.org). For some countries, medians are not reported due to grouped and/or confidential data. The reference year is the year in which the underlying household survey data was collected. In cases for which the data collection period bridged two calendar years, the first year in which data were collected is reported.;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).