The Airport dataset is a dataset for person re-identification which consists of 39,902 images and 9,651 identities across six cameras.

We present the Multi-view Extended Videos with Identities (MEVID) dataset for large-scale, video person re-identification (ReID) in the wild. To our knowledge, MEVID represents the most-varied video person ReID dataset, spanning an extensive indoor and outdoor environment across nine unique dates in a 73-day window, various camera viewpoints, and entity clothing changes. Specifically, we label the identities of 158 unique people wearing 598 outfits taken from 8,092 tracklets, average length of about 590 frames, seen in 33 camera views from the very-large-scale MEVA person activities dataset

The Viewpoint Invariant Pedestrian Recognition (VIPeR) dataset includes 632 people and two outdoor cameras under different viewpoints and light conditions. Each person has one image per camera and each image has been scaled to be 128×48 pixels. It provides the pose angle of each person as 0° (front), 45°, 90° (right), 135°, and 180° (back).

Person Re-Identification (ReID) aims to recognize a person-of-interest across different places and times. RF-ReID uses radio frequency (RF) signals for longterm person ReID.

About this dataset

Context

The dataset presents median household incomes for various household sizes in Reid, Wisconsin, 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, Reid town did not include 6, or 7-person households. Across the different household sizes in Reid town the mean income is $93,395, and the standard deviation is $36,654. The coefficient of variation (CV) is 39.25%. 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 $34,928. It then further increased to $102,011 for 5-person households, the largest household size for which the bureau reported a median household income.

https://i.neilsberg.com/ch/reid-wi-median-household-income-by-household-size.jpeg" alt="Reid, Wisconsin 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 Reid town median household income. You can refer the same here

The video-based person re-identification (ReID) aims to identify the given pedestrian video sequence across multiple non-overlapping cameras.

About this dataset

Context

The dataset tabulates the data for the Reid, Wisconsin population pyramid, which represents the Reid town population distribution across age and gender, using estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates. It lists the male and female population for each age group, along with the total population for those age groups. Higher numbers at the bottom of the table suggest population growth, whereas higher numbers at the top indicate declining birth rates. Furthermore, the dataset can be utilized to understand the youth dependency ratio, old-age dependency ratio, total dependency ratio, and potential support ratio.

Key observations

• Youth dependency ratio, which is the number of children aged 0-14 per 100 persons aged 15-64, for Reid, Wisconsin, is 13.8.
• Old-age dependency ratio, which is the number of persons aged 65 or over per 100 persons aged 15-64, for Reid, Wisconsin, is 34.7.
• Total dependency ratio for Reid, Wisconsin is 48.5.
• Potential support ratio, which is the number of youth (working age population) per elderly, for Reid, Wisconsin is 2.9.

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

Variables / Data Columns

• Age Group: This column displays the age group for the Reid town population analysis. Total expected values are 18 and are define above in the age groups section.
• Population (Male): The male population in the Reid town for the selected age group is shown in the following column.
• Population (Female): The female population in the Reid town for the selected age group is shown in the following column.
• Total Population: The total population of the Reid town for the selected age group 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 Reid town Population by Age. You can refer the same here

The video-based person re-identification (ReID) aims to identify the given pedestrian video sequence across multiple non-overlapping cameras.

Reid Hastie is an author. They have 4 books in our database.

G. Reid is an author. They have 1 books in our database.

Peter C. Reid is an author. They have 1 books in our database.

No total augmented, and dehazed images are present in PKU-Reid, BDBO, and TUD datasets.

Reid Hoffman is an author. They have 6 books in our database.

Kirsty Reid is an author. They have 3 books in our database.

This study conceptually replicated and extended Reid, Trofimovich, and O'Brien (2019), who found that native English speakers could be biased positively (or negatively) relative to a control condition in terms of how they rate non-native English speech. Our internet-based study failed to replicate Reid et al. across a wider population sample of ‘native’ speakers (n=189). Listeners did not change how they rated non-native English speech after social bias orientations, and performed similarly across all five measures of speech and across age and race (Asian, Black, and Caucasian). We attribute our results to differences in the methods (in-person vs. online) and/or participants. Of note, roughly one-third of our ‘native’ participants indicated proficiency in languages other than English and residency in 12 different English-speaking countries, despite identifying as a) fluent English speakers who b) used English primarily, and c) acquired English before any other language from birth. These screening items taken together qualified ‘native’ participants in line with traditional psycholinguistics research. We conclude that the concept of 'nativeness' is tied to culture-specific perspectives surrounding language use. As such, the native/non-native categorical variable simultaneously serves and limits the advancement of psycholinguistics research.

Fred Reid is an author. They have 4 books in our database.

Elspeth Reid is an author. They have 4 books in our database.

Reid Ferguson is an author. They have 1 books in our database.

Emmet Reid Blake is an author. They have 2 books in our database.

Joyce Reid is an author. They have 1 books in our database.