This panel dataset includes every single candidate who ran in any general election or by-election for the Japanese House of Representatives from 1947 to 2014. The data set includes a total of 27,545 observations, i.e., candidate-elections, for 10,060 unique individuals, across 25 general elections. For each candidate, the dataset includes information on election outcomes, personal and occupational backgrounds, dynastic family ties, and cabinet appointments, among other variables.

Reed Fragrance Diffusers Market size was valued at USD 10423.93 Million in 2024 and is projected to reach USD 17,355.5 Million by 2031, growing at a CAGR of 6.58% from 2024 to 2031.

Global Reed Fragrance Diffusers Market Definition

Reed fragrance diffusers are a cost-effective way to add aroma to different places such as offices, homes, and hotel rooms. Reed fragrance diffusers are significantly gaining popularity in the home fragrance market these days. Diffuser reeds can be put into a ceramic or glass jar containing scented oil; the reeds absorb the scented oil and disseminate a pleasant fragrance into the air. Reed diffusers emit a more consistent aroma than scented candles. Reed diffusers, unlike candles, do not have a flame and do not require any heat. There is no soot, wax, or ash to clean up, making it a safe alternative to scented candles. The structure of the reeds allows for a controlled pace of aroma release. Reed diffusers operate in a very simple and effective manner. Reeds are dipped into a fragrance-infused base liquid. The porous nature of the reeds allows the mixed liquid to be absorbed up the length of the reed, and their various channels allow the aroma to be diffused into the air. It's that easy, and the outcome is a mild odour that adds to the home's environment.

About this dataset

Context

The dataset tabulates the population of Reed by gender across 18 age groups. It lists the male and female population in each age group along with the gender ratio for Reed. The dataset can be utilized to understand the population distribution of Reed by gender and age. For example, using this dataset, we can identify the largest age group for both Men and Women in Reed. Additionally, it can be used to see how the gender ratio changes from birth to senior most age group and male to female ratio across each age group for Reed.

Key observations

Largest age group (population): Male # 50-54 years (17) | Female # 80-84 years (18). Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Age groups:

• Under 5 years
• 5 to 9 years
• 10 to 14 years
• 15 to 19 years
• 20 to 24 years
• 25 to 29 years
• 30 to 34 years
• 35 to 39 years
• 40 to 44 years
• 45 to 49 years
• 50 to 54 years
• 55 to 59 years
• 60 to 64 years
• 65 to 69 years
• 70 to 74 years
• 75 to 79 years
• 80 to 84 years
• 85 years and over

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis.

Variables / Data Columns

• Age Group: This column displays the age group for the Reed population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Reed is shown in the following column.
• Population (Female): The female population in the Reed is shown in the following column.
• Gender Ratio: Also known as the sex ratio, this column displays the number of males per 100 females in Reed for each age group.

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 Reed Population by Gender. You can refer the same here

This dataset tracks annual distribution of students across grade levels in Reed Middle School

The Automotive Reed Switches/Sensors Market Report is Segmented by Vehicle System (Powertrain & Battery Management, ADAS & Safety Systems, and More), Mounting Type (Surface Mount, Through Hole, and More), Vehicle Type (Passenger Cars, Light Commercial Vehicles, and More), Sales Channel (OEM and Aftermarket) and Geography. The Market Sizes and Forecasts are Provided in Terms of Value (USD).

The market is expected to be valued at USD 1,240.6 million in 2025 and is anticipated to reach USD 2,264.1 million by 2035, reflecting a compound annual growth rate (CAGR) of 6.2% throughout the assessment period.

Metric	Value
Industry Size (2025E)	USD 1,240.6 million
Industry Value (2035F)	USD 2,264.1 million
CAGR (2025 to 2035)	6.2%

Country wise Outlook

Country	CAGR (2025 to 2035)
USA	6.0%

Country	CAGR (2025 to 2035)
UK	6.1%

Region	CAGR (2025 to 2035)
European Union	6.4%

Country	CAGR (2025 to 2035)
Japan	6.3%

Country	CAGR (2025 to 2035)
South Korea	6.2%

Competitive Outlook

Company Name	Estimated Market Share (%)
Littelfuse, Inc.	20-25%
Standex Electronics, Inc.	18-22%
TE Connectivity	14-18%
HSI Sensing	10-14%
PIC GmbH	8-12%
Other Companies (combined)	20-30%

Reed breast dataset used for benchmarking feature selection for integration in H5AD format. Files contain the full raw dataset, the processed batches used to create the reference and the processed batches used as a query.Note: These files have been saved with compression to reduce file size. Re-saving without compression will reduce reading times if needed.If used, please cite:Reed AD, Pensa S, Steif A, Stenning J, Kunz DJ, Porter LJ, et al. A single-cell atlas enables mapping of homeostatic cellular shifts in the adult human breast. Nat Genet [Internet]. 2024;56:652–62. Available from: http://dx.doi.org/10.1038/s41588-024-01688-9This version of the dataset was released with the preprint:Reed AD, Pensa S, Steif A, Stenning J, Kunz DJ, He P, et al. A Human Breast Cell Atlas Mapping the Homeostatic Cellular Shifts in the Adult Breast. bioRxiv. 2023 [cited 2023 May 17]. p. 2023.04.21.537845. Available from: https://www.biorxiv.org/content/10.1101/2023.04.21.537845v2.full

About this dataset

Context

The dataset tabulates the Reed population by age cohorts (Children: Under 18 years; Working population: 18-64 years; Senior population: 65 years or more). It lists the population in each age cohort group along with its percentage relative to the total population of Reed. The dataset can be utilized to understand the population distribution across children, working population and senior population for dependency ratio, housing requirements, ageing, migration patterns etc.

Key observations

The largest age group was 18 to 64 years with a poulation of 72 (51.43% of the total population). Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Age cohorts:

• Under 18 years
• 18 to 64 years
• 65 years and over

Variables / Data Columns

• Age Group: This column displays the age cohort for the Reed population analysis. Total expected values are 3 groups ( Children, Working Population and Senior Population).
• Population: The population for the age cohort in Reed is shown in the following column.
• Percent of Total Population: The population as a percent of total population of the Reed is shown in the following column.

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 Reed Population by Age. You can refer the same here

About this dataset

Context

The dataset tabulates the population of Reed City by gender, including both male and female populations. This dataset can be utilized to understand the population distribution of Reed City across both sexes and to determine which sex constitutes the majority.

Key observations

There is a majority of female population, with 56.89% of total population being female. Source: U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Content

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

Scope of gender :

Please note that American Community Survey asks a question about the respondents current sex, but not about gender, sexual orientation, or sex at birth. The question is intended to capture data for biological sex, not gender. Respondents are supposed to respond with the answer as either of Male or Female. Our research and this dataset mirrors the data reported as Male and Female for gender distribution analysis. No further analysis is done on the data reported from the Census Bureau.

Variables / Data Columns

• Gender: This column displays the Gender (Male / Female)
• Population: The population of the gender in the Reed City is shown in this column.
• % of Total Population: This column displays the percentage distribution of each gender as a proportion of Reed City total population. Please note that the sum of all percentages may not equal one due to rounding of values.

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 Reed City Population by Race & Ethnicity. You can refer the same here

About this dataset

Context

The dataset tabulates the Reed City population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Reed City across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Reed City was 2,521, a 0.04% increase year-by-year from 2022. Previously, in 2022, Reed City population was 2,520, an increase of 0.28% compared to a population of 2,513 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Reed City increased by 84. In this period, the peak population was 2,521 in the year 2023. The numbers suggest that the population has not reached its peak yet and is showing a trend of further growth. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

• From 2000 to 2023

Variables / Data Columns

• Year: This column displays the data year (Measured annually and for years 2000 to 2023)
• Population: The population for the specific year for the Reed City is shown in this column.
• Year on Year Change: This column displays the change in Reed City population for each year compared to the previous year.
• Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

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 Reed City Population by Year. You can refer the same here

About this dataset

Context

The dataset tabulates the Reed population by race and ethnicity. The dataset can be utilized to understand the racial distribution of Reed.

Content

The dataset will have the following datasets when applicable

Please note that in case when either of Hispanic or Non-Hispanic population doesnt exist, the respective dataset will not be available (as there will not be a population subset applicable for the same)

• Reed, AR Population Breakdown by Race
• Reed, AR Non-Hispanic Population Breakdown by Race
• Reed, AR Hispanic or Latino Population Distribution by Their Ancestries

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/.

About this dataset

Context

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

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

About this dataset

Context

The dataset tabulates the Reed household income by gender. The dataset can be utilized to understand the gender-based income distribution of Reed 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).

• Reed, AR annual median income by work experience and sex dataset : Aged 15+, 2010-2022 (in 2022 inflation-adjusted dollars)
• Reed, AR annual income distribution by work experience and gender dataset (Number of individuals ages 15+ with income, 2021)

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 Reed income distribution by gender. You can refer the same here

This dataset provides information about the number of properties, residents, and average property values for Reed Road cross streets in North Adams, MI.

About this dataset

Context

The dataset presents median household incomes for various household sizes in Reed, AR, 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, only 2-person households were found in Reed. The coefficient of variation (CV) is 36.94%. 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 2-person households, with an income of $25,795. Additionally, the Census Bureau did not report a median household income for larger household sizes.

https://i.neilsberg.com/ch/reed-ar-median-household-income-by-household-size.jpeg" alt="Reed, AR 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 Reed median household income. You can refer the same here

This dataset provides information about the number of properties, residents, and average property values for 7 Mile Road cross streets in Reed City, MI.

About this dataset

Context

The dataset presents the the household distribution across 16 income brackets among four distinct age groups in Reed: Under 25 years, 25-44 years, 45-64 years, and over 65 years. The dataset highlights the variation in household income, offering valuable insights into economic trends and disparities within different age categories, aiding in data analysis and decision-making..

Key observations

• Upon closer examination of the distribution of households among age brackets, it reveals that there are 0 households where the householder is under 25 years old, 12(13.48%) households with a householder aged between 25 and 44 years, 35(39.33%) households with a householder aged between 45 and 64 years, and 42(47.19%) households where the householder is over 65 years old.
• The age group of 45 to 64 years exhibits the highest median household income, while the largest number of households falls within the 65 years and over bracket. This distribution hints at economic disparities within the town of Reed, showcasing varying income levels among different age demographics.

Content

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

Income brackets:

• 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
• $100,000 to $124,999
• $125,000 to $149,999
• $150,000 to $199,999
• $200,000 or more

Variables / Data Columns

• Household Income: This column showcases 16 income brackets ranging from Under $10,000 to $200,000+ ( As mentioned above).
• Under 25 years: The count of households led by a head of household under 25 years old with income within a specified income bracket.
• 25 to 44 years: The count of households led by a head of household 25 to 44 years old with income within a specified income bracket.
• 45 to 64 years: The count of households led by a head of household 45 to 64 years old with income within a specified income bracket.
• 65 years and over: The count of households led by a head of household 65 years and over old with income within a specified income bracket.

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 Reed median household income by age. You can refer the same here

Reeds pre-paid expenses from 2010 to 2025. Pre-paid expenses can be defined as a current asset created by prepayment of costs and expenses for which the benefits will occur at a future date.

This dataset provides information about the number of properties, residents, and average property values for Reed Branch cross streets in Hueysville, KY.

Reed Relay Market was valued at USD 208.10 million in 2022 and is anticipated to project robust growth in the forecast period with a CAGR of 7.19% through 2028.

Pages	185
Market Size
Forecast Market Size
CAGR
Fastest Growing Segment
Largest Market
Key Players