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Planning Database Block Group Level

Data provided by  United States Census Bureau

The PDB is a database of U.S. housing, demographic, socioeconomic and operational statistics based on select 2010 Decennial Census and select 5-year American Community Survey (ACS) estimates. Data are provided at the census block group level of geography. These data can be used for many purposes, including survey field operations planning.

Tags: census

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Source: http://api.census.gov/data/2021/pdb/blockgroup

Planning Database Block Group Level

Data provided by  United States Census Bureau

The PDB is a database of U.S. housing, demographic, socioeconomic and operational statistics based on select 2010 Decennial Census and select 5-year American Community Survey (ACS) estimates. Data are provided at the census tract level of geography. These data can be used for many purposes, including survey field operations planning.

Tags: census

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Source: http://api.census.gov/data/2021/pdb/tract

In Situ Carbon Dioxide, Methane, and Carbon Monoxide Mole Fractions from the Los Angeles Megacity Carbon Project

Data provided by  National Institute of Standards and Technology

NOTE: please see the latest (April 2025) update at https://doi.org/10.18434/mds2-3814 . Hourly observations of carbon dioxide (CO2) and methane (CH4) mole fractions in dry air from tower- and rooftop-based sites in the Los Angeles Megacity Carbon Project network. Carbon monoxide (CO) observations exist at several stations in this network but are not included in this data release pending additional calibration verification. Please contact the authors for higher frequency data, which are available on request.

Tags: greenhouse gases,GHG Measurements,Urban Emissions Modeling,carbon dioxide,methane

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Study of 5G New Radio (NR) Support for Direct Mode Communications

Data provided by  National Institute of Standards and Technology

This dataset contains results from numerical analysis of the sidelink physical layer capacities for LTE and NR.

Tags: public safety communication,device-to-device,D2D,wireless communication,5G New Radio,Direct Mode,Sidelink

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Trojan Detection Software Challenge - nlp-named-entity-recognition-may2021-train

Data provided by  National Institute of Standards and Technology

Round 7 Train DatasetThis is the training data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language processing (NLP) AIs trained to perform named entity recognition (NER) on English text. A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for detecting which trained AI models have been poisoned via embedded triggers.

Tags: Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;

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Source: https://drive.google.com/drive/folders/1nR1mgbuEzIs2XgkxXBQSkwfZdVZqYTtr?usp=drive_link

Trojan Detection Software Challenge - nlp-named-entity-recognition-may2021-test

Data provided by  National Institute of Standards and Technology

Round 7 Test DatasetThis is the test data used to construct and evaluate trojan detection software solutions. This data, generated at NIST, consists of natural language processing (NLP) AIs trained to perform named entity recognition (NER) on English text. A known percentage of these trained AI models have been poisoned with a known trigger which induces incorrect behavior. This data will be used to develop software solutions for detecting which trained AI models have been poisoned via embedded triggers.

Tags: Trojan Detection; Artificial Intelligence; AI; Machine Learning; Adversarial Machine Learning;

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Source: https://drive.google.com/drive/folders/12xr9b8Nbha8xJCcsoNtwyVkwN47DAuUP?usp=drive_link

2015-2019 American Community Survey: Migration Flows

Data provided by  United States Census Bureau

Migration flows are derived from the relationship between the location of current residence in the American Community Survey (ACS) sample and the responses given to the migration question "Where did you live 1 year ago?". There are flow statistics (moved in, moved out, and net moved) between county or minor civil division (MCD) of residence and county, MCD, or world region of residence 1 year ago. Estimates for MCDs are only available for the 12 strong-MCD states, where the MCDs have the same government functions as incorporated places.

Tags: census

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Source: http://api.census.gov/data/2019/acs/flows

Supporting information to accompany: Accelerating Iterative Equation of State Calculations With Superancillary Phase Boundaries

Data provided by  National Institute of Standards and Technology

This record contains a Python script that was used to generate the phase boundaries with superancillary Chebyshev expansion curves. Running the script in Python 3.8 will output the figures and results from the paper. This paper was presented at the ORC 2021 conference in Munich, Germany, paper # 141. Requirements: conda/pip: numpy, scipy, matplotlib, pandas. pip: CoolProp, ChebTools

Tags: Chebyshev,equation of state,numerical approximation

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Python tools for OpenFOAM simulations of filament shapes in embedded 3D printing

Data provided by  National Institute of Standards and Technology

In embedded 3D printing, a nozzle is embedded into a support bath and extrudes filaments or droplets into the bath. Using OpenFOAM, we simulated the extrusion of filaments and droplets into a moving bath. OpenFOAM is an open source computational fluid dynamics solver. This repository contains the following Python tools: - Tools for generating input files for OpenFOAM v1912 or OpenFOAM v8 tailored to a nozzle extruding a filament into a static support bath. - Tools for monitoring the status of OpenFOAM simulations and aborting them if they are too slow.

Tags: 3D-printing,extrusion,support-bath,Herschel-Bulkley,rheology,surface tension,OpenFOAM

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Source: https://github.com/usnistgov/openfoamEmbedded3DP/releases/tag/v1.0.0

Uplink IQ Recordings

Data provided by  National Institute of Standards and Technology

This data is provided as a supplement to NIST Technical Note 2159 Laboratory Method for Recording AWS-3 LTE Waveforms available at https://doi.org/10.6028/NIST.TN.2159. In particular, the data provided here are a compressed version of all the IQ recordings discussed in the report, with diagnostic information. The data is structured as a compressed archive, Data.zip, for each experimental configuration and capture repeat, resulting in 112 compressed archives organized by directory structure.

Tags: Spectrum sharing,NASCTN,receiver testing

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