cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34976/qkxx-fz79
title: PMA2020 Niger (Niamey) Round 5 Household Female Survey (2018)

description: For the Niger (Niamey) Round 5 Household and Female (HQFQ) survey, a total of 33 enumeration areas (EAs) were selected using probability promotional to size, from a sampling frame provide by the Fourth General Census of Population and Housing, conducted by Niger’s National Statistics Institute in 2012. Structures, households, and service delivery points (SDPs) were enumerated in each selected EA. Thirty-five households were selected randomly from each EA. All eligible women, aged 15 to 49, in the sampled households were interviewed. Data collection occurred from June to August 2018. In Niamey, a total of 5,847 households and 1,296 women were interviewed. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/s6p7-0f52
title: PMA India (Rajasthan) Phase 2 Service Delivery Point Follow-up 2 Survey (2021)

description: PMA India (Rajasthan) Phase 2 Service Delivery Point Follow-up 2 (2021) Survey includes 134 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the state level and within urban/rural strata. The final sample included 577 facilities which completed the interview. Data collection was conducted between September and December 2021. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/f0vf-qd73
DOI: 10.34976/yk3f-nz21
title: PMA India (Rajasthan) Phase 1 Household and Female Survey (2020)

description: PMA India (Rajasthan) Phase 1 (IN-RJP1) Household and Female Baseline Survey includes 134 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results representative at the state level and within urban/rural strata. The final sample included 4,577 households and 5,408 females which completed the interview. Data collection was conducted between August and November 2020. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.7281/t1/dx9dl8
title: Data and software associated with publication "Closed-Loop Control of Active Sensing Movements Regulates Sensory Slip”

description: This project includes datasets of experiments conducted with weakly electric fish Eigenmannia virescens while tracking a moving refuge. In this project we studied how the reafferent feedback shapes the active movement of E. viresecens. To test this, we created a novel experimental apparatus that allowed us to manipulate the gain of reafferent feedback in freely swimming weakly electric fish in different experimental topologies -- open- and closed-loop control. The data were collected in the LIMBS laboratory at JHU in 2016. The project includes raw (.csv) as well as the processed data (.mat) files for closed-loop and open-loop experimental framework, MATLAB scripts for data analysis, reproduction of the result figures and table data of statistical analysis from Biswas et al., Current Biology, 2018.
DOI: 10.7281/t1/oomzs7
title: Data associated with the publication: Using neural networks to uncover the relationship between highly variable behavior and EEG during a working memory task with distractors.

description: The dataset contains all the data used in the paper “Using Neural Networks to Uncover the Relationship between Highly Variable Behavior and EEG during a Working Memory Task with Distractors”. Specifically, it includes, for 16 participants, the time-locked raw EEG data for the 540 trials and the corresponding raw reaction time.
DOI: 10.34976/04eq-rd48
title: PMA2020 India (Rajasthan) Round 2 Household Female Survey (2017)

description: India Round 2 (Rajasthan) Household and Female (HQFQ) survey used a two-stage cluster design with urban and rural and regional strata. A sample of 147 enumeration areas (EAs) was drawn by the International Institute of Population Sciences (IIPS) from the census. Each EA was listed and mapped; 35 households were randomly selected. Occupants in selected households were enumerated and eligible females of reproductive age (15-49) were contacted and consented for interview. Data collection was conducted between February and April, 2017. The final completed sample included 4,986 households and 6,090 females. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/0z8v-m856
title: PMA India (Rajasthan) Phase 3 Service Delivery Point Follow-up 4 Survey (2022)

description: PMA India (Rajasthan) Phase 3 Service Delivery Point Follow-up 4 (2023) Survey includes 134 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the state level and within urban/rural strata. The final sample included 608 facilities which completed the interview. Data collection was conducted between September and October 2022. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/f0vf-qd73
DOI: 10.34976/1b92-gz88
title: PMA2020 Democratic Republic of Congo (Kinshasa, Kongo Central) Round 6 Service Delivery Point Survey (2017)

description: Democratic Republic of Congo (Kinshasa) Round 6 Service Delivery Point (SQ) survey used a two-stage cluster design. A sample of 58 enumeration areas (EAs) was drawn. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between September and November, 2017. The final completed sample was 175 SDPs.Democratic Republic of Congo (Kongo Central) Round 6 Service Delivery Point (SQ) survey used a two-stage cluster design. A sample of 52 enumeration areas (EAs) was drawn. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between September and November, 2017. The final completed sample was 115 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/28dw-kk71
title: PMA Burkina Faso Phase 2 Household and Female Survey (2021)

description: PMA Burkina Faso Phase 2 Household and Female survey collects data on knowledge, practice, and coverage of family planning services in 167 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and in the urban/rural areas. Results from Centre region are representative of the urban environment only and results from the Hauts-Bassin region are representative of the region and the urban/rural areas. The final sample included 5,843 households and 6,713 (93.5%) women who completed the interviews for the cross-sectional survey. The data was collected between December 2020 and March 2021. Phase 2 panel data collection was conducted among females aged 15-49 at the time of the Phase 2 survey who were interviewed at the baseline survey between December 2019 and February 2020 and consented to follow-up. Of the 2549 eligible respondents, 17.8% were not reached for follow-up. Of the 6532 eligible respondents, 2.6% were not reached for follow-up. Of those reached, 5491 (84.1%) completed the survey, for a response rate of 99.7% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/75jb-n619
title: PMA Kenya Phase 1 Service Delivery Point Survey (2019)

description: PMA Kenya Phase 1 (KEP1) Service Delivery Point Survey includes 308 enumeration areas (EAs) of selected counties. The national sample is composed of the existing 115 PMA2020 EAs which were refreshed and supplemented with the new EAs. The new EAs were drawn using the same stratified cluster design with urban-rural strata by the Kenya Bureau of Statistics following the pre-existing sampling frame used for PMA2020. The results are national and county-level representative. The final sample included 945 SDPs (94.6%) which completed the interview. Data collection was conducted between November and December 2019. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/f0vf-qd73
DOI: 10.34976/78ph-5181
title: PMA Burkina Faso Phase 4 Household and Female Survey (2024)

description: PMA Burkina Faso Phase 4 Household and Female survey collects data on knowledge, practice, and coverage of family planning services in 167 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and in the urban/rural areas. Results from Centre region are representative of the urban environment only and results from the Hauts-Bassins region are representative of the region and the urban/rural areas. The final sample included 5,306 households and 6,089 de facto women who completed the interviews for the cross-sectional survey. The data was collected between December 2023 and February 2024Phase 4 panel data were collected among 7,936 women from Phase 1, Phase 2 and Phase 3 who consented to follow-up and aged 15-49y at Phase 4. 70.1% of women enrolled in the panel survey at Phase 1 between December 2019 and February 2020, 16% of women enrolled in the panel survey at Phase 2 between December 2020 and March 2021 and 13.9% of women enrolled in the panel survey at Phase 3 between December 2021 and February 2022. Of the 7,936 women eligible for the panel survey at Phase 4, 26.4% of were not reached for follow-up at Phase 4. Of those reached, 4,592 (57.9%) completed the survey, for a response rate of 96.2% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/7yh0-2x45
title: PMA2020 Democratic Republic of Congo (Kinshasa) Round 1 Household Female Survey (2014)

description: Democratic Republic of Congo (Kinshasa) Round 1 Household and Female (HQFQ) survey data collection used a representative urban sample in Kinshasa. A sample of 60 enumeration areas (EA) was drawn (PPS). For each EA, 30 households were selected. Households were systematically sampled using random selection. Households with eligible females of reproductive age (15-49) were contacted and consented for interviews. The final sample included 1. 813 completed households, and 2, 132 completed de facto females. Data collection was conducted between October 2013 and January, 2014. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/9p3d-5f03
title: PMA2020 Uganda Round 4 Household Female Survey (2016)

description: Uganda Round 4 Household and Female (HQFQ) survey used a two-stage cluster design with sub-region as strata. A sample of 110 enumeration areas (EAs) was drawn by the Uganda Bureau of Statistics from its master sampling frame. In each EA households and health facilities were listed and mapped, with 44 households randomly selected. Households were surveyed and occupants enumerated. All eligible females age 15 to 49 were contacted and consented for interviews. The final analytic sample included 4,191 completed households and 3,818 completed de facto female interviews. Data collection was conducted between March and May, 2016. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/cqe4-1w72
title: PMA Côte d’Ivoire Phase 1 Client Exit Interview Follow-up Survey (2021)

description: PMA Côte d’Ivoire Phase 1 Client Exit Interview Follow-up Survey includes 122 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural and region strata. The results are representative at the national and regional levels, and within urban/rural strata. The final sample included 488 clients which completed the Follow-up interview. Data collection was conducted in March 2021. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.34976/dp52-4021
title: PMA Côte d’Ivoire Phase 4 Household and Female Survey (2024)

description: PMA Côte d’Ivoire Phase 4 Household and Female survey collects information on knowledge, practices and coverage of family planning services in 122 enumeration areas using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and within urban/rural strata. Data were collected between November 2023 and February 2024 from 834 households (96.0% response rate) and 1,187 women aged 15 to 49 (95.3% response rate).Phase 4 panel data were collected among 1,213 women from Phase 1, Phase 2 and Phase 3 who consented to follow-up and aged 15-49y at Phase 4. 73.0% of women enrolled in the panel survey at Phase 1 between December 2019 and January 2020, 10.6% of women enrolled in the panel survey at Phase 2 between December 2020 and January 2021, and 16.4% of women enrolled in the panel survey at Phase 3 between December 2021 and January 2022. Of the 1213 women eligible for the panel survey at Phase 4, 19.2% of were not reached for follow-up. Of those reached, 976 (80.5%) completed the survey, for a response rate of 99.8% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/ecre-cf28
title: PMA Kenya Phase 3 Household and Female Survey (2021)

description: PMA Kenya Phase 3 (KEP3) Household and Female Survey collects national and county level representative data on knowledge, practice, and coverage of family planning services in 103 enumeration areas (EAs) using a multi-stage stratified cluster design with urban-rural strata. The final sample included 9,656 households and 9,489 de facto females who completed the interview for the cross-sectional sample. Data collection was conducted between November and January 2022.Phase 3 panel data collection was conducted among 10,994 females aged 15-49 at the time of the Phase 3 survey who were interviewed at Phase 1 or Phase 2 and consented to follow-up. Among the Phase 3 panel women, 73% of them were enrolled in the panel survey at Phase 1 between November and December 2020 and 27% were enrolled in the panel survey at Phase 2 between November and January 2021. Of the 10,994 eligible respondents, 17.8% were not reached for follow-up at Phase 3. Of those reached, 8,841 (80.4%) completed the Phase 3 survey, for a response rate of 99% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.34976/hmbr-8s68
title: PMA2020 Niger Round 2 Service Delivery Point Survey (2016)

description: Niger (National) Round 2 Service Delivery Point (SQ) survey used a two-stage cluster design with Niamey, urban areas outside of Niamey, and rural areas as the strata. A sample of 84 enumeration areas (EAs) was drawn by Niger’s National Statistics Institute (INS) from its master sampling frame. Each EA was listed and mapped. Public facilities were included if a selected EA fell within the catchment area. Private facilities were included if they fell within the boundaries of the EA. Data collection was conducted between February and April, 2016. The final completed sample was 129 SDPs. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/njw8-m039
title: PMA Burkina Faso Phase 4 Client Exit Interview Survey (2024)

description: PMA Burkina Faso Phase 4 Client Exit Interview includes 167 enumeration areas (EAs) selected using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and in the urban/rural areas. Results from Centre region are representative of the urban environment only and results from the Hauts-Bassin region are representative of the region and the urban/rural areas. The final sample included 1,337 clients who completed the interview. The data was collected between December 2023 and February 2024. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/1hrp-p268
DOI: 10.34976/qks7-5a85
title: PMA2020 Indonesia Round 2 Household Female Survey (2017)

description: Indonesia Round 2 Household and Female (HQFQ) survey used a multi-stage cluster design with province at the first and enumeration areas (EAs) at the second stage. A sample of 372 enumeration areas (EAs) was drawn by the Indonesian Central Bureau of Statistics (BPS) from its master sampling frame to accommodate an oversample for one province (South Sulawesi with 60 EAs) and one district (Makassar, with 37 EAs). Each EA was listed and mapped and 35 households were randomly selected. Households were surveyed and occupants enumerated. All eligible females age 15-49 were contacted and consented for interview. Data collection was conducted between October 2016 and January 2017. The final sample included 12,107 completed household interviews and 10,666 complete female interviews. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/b88s-zx32
DOI: 10.34976/wcg0-cd14
title: PMA2020 Niger (Niamey) Round 5 Service Delivery Point Survey (2018)

description: For the Niger (Niamey) Round 5 Service Delivery Point (SQ) survey, a total of 33 enumeration areas (EAs) were selected using probability promotional to size, from a sampling frame provided by the Fourth General Census of Population and Housing, conducted by Niger’s National Statistics Institute in 2012. Structures, households, and service delivery points (SDPs) were enumerated in each selected EA. The SDP sample included up to three public SDPs that serve an EA and up to three private SDPs within the EA. Data collection occurred from June to August 2018. In Niamey, a total of 30 service delivery points were interviewed, of which 21 are public. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/vfbp-bz42
DOI: 10.34976/zwsv-md35
title: PMA India (Rajasthan) Phase 3 Household and Female Survey (2022)

description: PMA India (Rajasthan) Phase 3 Household and Female Survey collects data in 134 enumeration areas (EAs) using a multi-stage stratified cluster design with urban-rural strata. The results are representative at the national level and within urban/rural strata. The final sample included 4,364 households and 5,481 de facto females who completed the interview for the cross-sectional sample. Data collection was conducted between September and October 2022.PMA India (Rajasthan) Phase 3 panel data collection was conducted among 5,595 females aged 15-49 during the Phase 3 survey who were interviewed at Phase 1 or Phase 2 and consented to follow-up. Among the Phase 3 panel women, 83.1% were enrolled in the panel survey at Phase 1 between August and October 2020, and 16.9% were enrolled in the survey at Phase 2 between September and December 2021. Of the 5,595 eligible respondents, 11.8% were not reached for follow-up at Phase 3. Of those reached, 4,862 (86.9%) completed the Phase 3 survey, for a response rate of 98.3% among contacted women. More information about this dataset can be found in the corresponding codebook, accessible at https://doi.org/10.34976/cjvx-z226
DOI: 10.7281/t1/0hwvs1
title: Data associated with the publication: Magnetic particle imaging-guided thermal simulations for magnetic particle hyperthermia

description: The datasets within correspond to the Nanomaterials article “Magnetic Particle Imaging-Guided Thermal Simulations for Magnetic Particle Hyperthermia”. In the article, we describe the development and verification of a clinically-translatable workflow for magnetic particle imaging-guided thermal simulations. The data comprise the verification experiments, where we performed heating trials with mouse cadavers injected with magnetic nanoparticles; such datasets include nanoparticle characterization, microCT and MPI scans, temperature measurements, and COMSOL simulation results.
DOI: 10.7281/t1/vneejb
title: Data associated with the publication: Geologic structure of the Vera Rubin ridge, Gale crater, Mars

description: This dataset contains supporting data for the publication “Geologic structure of the Vera Rubin ridge, Gale crater, Mars.” It contains three-dimensional topographic profiles of bedrock layers exposed at a number of sites visited by the Curiosity Mars rover at the Vera Rubin ridge in Gale crater.
DOI: 10.7281/t1/vzyirv
title: Data associated with the publication: Temporal interference current stimulation in peripheral nerves is not driven by envelope extraction

description: Most data consists of electromyogram data from the rat biceps femoris and plantar muscles following electrical stimulation of the sciatic nerve. We used a variety of stimulation parameters, which are shared in the accompanying article. We created COMSOL models of the fields that these stimulation parameters created, which are also shared. We include the signals processing steps to reproduce our figures, for transparency.
DOI: 10.7281/t1/wveabk
title: Data associated with the publication: Perceptual specializations for processing species-specific vocalizations in the common marmoset (Callithrix jacchus)

description: How humans and animals segregate sensory information into discrete, behaviorally meaningful categories is one of the hallmark questions in neuroscience. Much of the research around this topic in the auditory system has centered around human speech perception, in which categorical processes result in an enhanced sensitivity for acoustically meaningful differences and a reduced sensitivity for nonmeaningful distinctions. Much less is known about whether non-human primates process their species-specific vocalizations in a similar manner. We address this question in the common marmoset, a small arboreal New World primate with a rich vocal repertoire produced across a range of behavioral contexts. We first show that marmosets perceptually categorize their vocalizations in ways that correspond to previously defined call types for this species. Next, we show that marmosets are differentially sensitive to changes in particular acoustic features of their most common call types, and that these sensitivity differences are matched to the population statistics of their vocalizations in ways that likely maximize category formation. Finally, we show that marmosets are less sensitive to changes in these acoustic features when within the natural range of variability of their calls, which possibly reflects perceptual specializations which maintain existing call categories. These findings suggest specializations for categorical vocal perception in a New World primate species and pave the way for future studies examining their underlying neural mechanisms.