cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10626879
title: Dataset and code to reproduce analysis on the impact of indoor residual spraying (IRS) on malaria at Illovo Nchalo, Malawi

description: V3 edit: The latest R file contains extra lines of code to produce prediction intervals. 

 

The repository contains:

- Excel sheets for each round of indoor residual spraying from 2014 - 2018 for villages based on the Illovo Nchalo Estate (provided by public health officer)

- Weather data for 1999 - 2019 downloaded from Sasri Weather web for Malawi - Illovo Nchalo (Open access after signing up)

- Explanation of variables downloaded from Sasri Weather Web

- Expected population: number of residents living in Illovo clinic's catchment areas based on 2016 and 2019 census. Linear interpolation for the other years

- Malaria data per month per clinic from the public health officer's records at Illovo Nchalo for 7 clinics for 2014 - 2018

- Malaria data downloaded and selected from DHIS2 (access upon request and approval)

- R file to reproduce figures, tables, and results for the paper under submission for PLOS GPH

- Geopackages of data that is not open-source already to reproduce the map in figure 1

 

Description of IRS data:

- Village: Name of the villages based at Illovo being targeted for IRS

- Target_spray: Number of structures within the village targeted for spraying

- Sprayed: Number of structures actually sprayed

- Date_start: Start date of the IRS campaign in a village

- Date_end: End date of the IRS campaign in that village

- Coverage_p: Percentage of structures sprayed calculated from "target_spray" and "sprayed"

 

Notes on reconciling the different years of IRS:

1. Post office and D. compound have been added to Nkombedzi

2. B compound has been added to Riverside/Mess

3. The following villages attend the following clinics

 

The following villages attend the assigned clinics:- Mess and Bonksville -> Factory- Mlambe and Paxman -> Mangulenje- Sande Ranch -> Lengwe- Mechanical Pool -> Mwanza

 

Description of the malaria data:

- Date, month, year

- Time_dummy: 1 to 48, over the study period

- Village: The name of the village the clinic is based in. In further analyses, this is referred to as "clinic" instead to avoid confusion.

- Total_cases: total number of cases testing positive for malaria by RDT, or in a very small percentage of cases microscopy (only used when RDT gives inconclusive or conflicting results, or when symptoms persist with negative RDT). Cases_on + cases_off = total_cases

- Cases_on: Number of malaria cases from residents of villages located within the boundaries of the Illovo estate

- Cases_off: Number of malaria cases from residents of villages located (just) outside the boundaries of the Illovo estate

- Total_patients: Total number of patients attending the clinic that month

 

From the selected control clinics only "WHO NMCP P Confirmed malaria cases" was used to indicate the number of malaria cases and "CMED Total Population" to indicate the clinic catchment population. Further info on DHIS2 website. 

 

For further information don't hesitate to contact Remy Hoek Spaans.
DOI: 10.5281/zenodo.8146043
title: Dataset and code to reproduce analysis on the impact of indoor residual spraying (IRS) on malaria at Illovo Nchalo, Malawi

description: The repository contains:
- Excel sheets for each round of indoor residual spraying from 2014 - 2018 for villages based on the Illovo Nchalo Estate (provided by public health officer)
- Weather data for 1999 - 2019 downloaded from Sasri Weather web for Malawi - Illovo Nchalo (Open access after signing up)
- Explanation of variables downloaded from Sasri Weather Web
- Expected population: number of residents living in Illovo clinic's catchment areas based on 2016 and 2019 census. Linear interpolation for the other years
- Malaria data per month per clinic from the public health officer's records at Illovo Nchalo for 7 clinics for 2014 - 2018
- Malaria data downloaded and selected from DHIS2 (access upon request and approval)
- R file to reproduce figures, tables, and results for the paper under submission for PLOS GPH
- Geopackages of data that is not open-source already to reproduce the map in figure 1
 
Description of IRS data:
- Village: Name of the villages based at Illovo being targeted for IRS
- Target_spray: Number of structures within the village targeted for spraying
- Sprayed: Number of structures actually sprayed
- Date_start: Start date of the IRS campaign in a village
- Date_end: End date of the IRS campaign in that village
- Coverage_p: Percentage of structures sprayed calculated from "target_spray" and "sprayed"
 
Notes on reconciling the different years of IRS:
1. Post office and D. compound have been added to Nkombedzi
2. B compound has been added to Riverside/Mess
3. The following villages attend the following clinics
 
The following villages attend the assigned clinics:- Mess and Bonksville -> Factory- Mlambe and Paxman -> Mangulenje- Sande Ranch -> Lengwe- Mechanical Pool -> Mwanza
 
Description of the malaria data:
- Date, month, year
- Time_dummy: 1 to 48, over the study period
- Village: The name of the village the clinic is based in. In further analyses, this is referred to as "clinic" instead to avoid confusion.
- Total_cases: total number of cases testing positive for malaria by RDT, or in a very small percentage of cases microscopy (only used when RDT gives inconclusive or conflicting results, or when symptoms persist with negative RDT). Cases_on + cases_off = total_cases
- Cases_on: Number of malaria cases from residents of villages located within the boundaries of the Illovo estate
- Cases_off: Number of malaria cases from residents of villages located (just) outside the boundaries of the Illovo estate
- Total_patients: Total number of patients attending the clinic that month
 
From the selected control clinics only "WHO NMCP P Confirmed malaria cases" was used to indicate the number of malaria cases and "CMED Total Population" to indicate the clinic catchment population. Further info on DHIS2 website. 
 
For further information don't hesitate to contact Remy Hoek Spaans.
DOI: 10.5281/zenodo.10626264
title: Error metric files for SUMMA with SUNDIALS

description: Release corresponding to solution error metrics described in Spiteri et al. (2024; preprint). This preprint is currently under review in Journal of Advances in Modeling Earth Systems. This release will be superseded if peer review indicates further changes are needed.

Spiteri, R. J., Van Beusekom, A. E., Klenk, K., Zolfaghari, R., Trim, S. J., Knoben, W. J., Ireson, A. M., & Clark, M. P., (2024). Accurate and efficient numerical simulation of land models using SUMMA with SUNDIALS [Preprint]. Journal of Advances in Modeling Earth Systems. https://doi.org/xxxx
DOI: 10.5281/zenodo.10626265
title: Error metric files for SUMMA with SUNDIALS

description: Release corresponding to solution error metrics described in Spiteri et al. (2024; preprint). This preprint is currently under review in Journal of Advances in Modeling Earth Systems. This release will be superseded if peer review indicates further changes are needed.

Spiteri, R. J., Van Beusekom, A. E., Klenk, K., Zolfaghari, R., Trim, S. J., Knoben, W. J., Ireson, A. M., & Clark, M. P., (2024). Accurate and efficient numerical simulation of land models using SUMMA with SUNDIALS [Preprint]. Journal of Advances in Modeling Earth Systems. https://doi.org/xxxx
DOI: 10.34740/kaggle/dsv/7574838
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.5281/zenodo.10626078
title: MetaCompare 2.0: Differential ranking of ecological and human health resistome risks
DOI: 10.5281/zenodo.10626079
title: MetaCompare 2.0: Differential ranking of ecological and human health resistome risks
DOI: 10.5883/ds-fissi
title: A new species of Fissidentalium (Scaphopoda: Dentaliidae) in association with an actinostolid anemone from the abyssal Labrador Sea

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.34740/kaggle/dsv/7574856
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.3886/e198162
title: A pre-post evaluation study of a social media-based COVID-19 communication campaign to improve attitudes and behaviors toward COVID-19 vaccination in Tanzania

description: In Tanzania, the One by One: Target COVID-19 campaign was launched nationally in July 2022 to address the prevalent vaccine hesitancy and lack of confidence in COVID-19 vaccines. The campaign mobilized social media influencers and viral content with the ultimate goal of increasing COVID-19 vaccine uptake in the country.The objective of this study was to empirically assess the impact of the campaign on three outcomes: vaccine confidence, vaccine hesitancy, and vaccination status. Using programmatic data collected through an online survey before and after the campaign, we conducted a difference-in-difference (DiD) analysis and performed a crude, adjusted, and propensity score-matched analysis for each study outcome. Lastly, to observe whether there was any differential impact of the campaign across age groups, we repeated the analyses on age-stratified subgroups.Data included 5,804 survey responses, with 3,442 and 2,362 responses collected before and after the campaign, respectively. Although there was only weak evidence of increased COVID-19 vaccine confidence in the campaign-exposed group compared to the control group across all age groups, we observed a differential impact among different age groups. While no significant change was observed among young adults aged 18-24 years, the campaign exposure led to a statistically significant increase in vaccine confidence (weighted/adjusted DiD coefficient=0.76; 95% CI: 0.06, 1.5; p-value=0.034) and vaccination uptake (weighted/adjusted DiD coefficient=1.69.; 95% CI: 1.02, 2.81; p-value=0.023) among young adults aged 25-34 years. Among adults aged 35 years and above, the campaign exposure led to a significant decrease in vaccine hesitancy (weighted/adjusted DiD coefficient=-15; 95% CI: -21, -8.3; p-value&lt;0.001).The social media campaign successfully improved vaccine hesitancy, confidence, and uptake in the Tanzanian population, albeit to varying degrees across age groups. Our study provides valuable insights for the planning and evaluation of similar social media communication campaigns aiming to bolster vaccination efforts.<b><br></b>
DOI: 10.18120/7rjx-yp20
title: Constructing 2D Maps of Human Spinal Cord Activity and Isolating the Functional Midline with High-Density Microelectrode Arrays
DOI: 10.34740/kaggle/dsv/7574806
title: BMRI.JK Price History (2019-Present)
DOI: 10.5517/ccdc.csd.cc2h721w
title: CCDC 2300697: Experimental Crystal Structure Determination

description: Related Article: Xiaolin Yu|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h72b5
title: CCDC 2300706: Experimental Crystal Structure Determination

description: Related Article: Xiaolin Yu|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h6v7t
title: CCDC 2300486: Experimental Crystal Structure Determination

description: Related Article: peng nie|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h6v8v
title: CCDC 2300487: Experimental Crystal Structure Determination

description: Related Article: peng nie|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h7bz2
title: CCDC 2300974: Experimental Crystal Structure Determination

description: Related Article: Yu Zhang|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h7l2f
title: CCDC 2301194: Experimental Crystal Structure Determination

description: Related Article: Jeanette A. Krause, Stuart A. Willison, William B. Connick|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h7ymb
title: CCDC 2301552: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil, Jänke, Christian|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h7zxn
title: CCDC 2301592: Experimental Crystal Structure Determination

description: Related Article: McAdam, C. John, Khan, Imtiaz|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h80b4
title: CCDC 2301605: Experimental Crystal Structure Determination

description: Related Article: Faizan  Ahmad|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h80sl
title: CCDC 2301619: Experimental Crystal Structure Determination

description: Related Article: Yanqing Fan|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8262
title: CCDC 2301663: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil, Jänke, Christian|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8565
title: CCDC 2301756: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil, Jänke, Christian|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8ffn
title: CCDC 2302011: Experimental Crystal Structure Determination

description: Related Article: Zhiling Zheng, Ali H. Alawadhi, Saumil Chheda, S. Ephraim Neumann, Nakul Rampal, Shengchao Liu, Ha L. Nguyen, Yen-hsu Lin, Zichao Rong, J. Ilja Siepmann, Laura Gagliardi, Anima Anandkumar, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi|2023|J.Am.Chem.Soc.|145|28284|doi:10.1021/jacs.3c12086
description: Related Article: Zhiling Zheng, Ali H. Alawadhi, Saumil Chheda, S. Ephraim Neumann, Nakul Rampal, Shengchao Liu, Ha L. Nguyen, Yen-hsu Lin, Zichao Rong, J. Ilja Siepmann, Laura Gagliardi, Anima Anandkumar, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8fjr
title: CCDC 2302014: Experimental Crystal Structure Determination

description: Related Article: Faizan  Ahmad|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8fks
title: CCDC 2302015: Experimental Crystal Structure Determination

description: Related Article: Faizan  Ahmad|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8flt
title: CCDC 2302016: Experimental Crystal Structure Determination

description: Related Article: Faizan  Ahmad|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8ggq
title: CCDC 2302043: Experimental Crystal Structure Determination

description: Related Article: Li-Juan Liu|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8hcn
title: CCDC 2302071: Experimental Crystal Structure Determination

description: Related Article: Mengke Wen, Mengying Zhang, Fan Gu, Yuehua Geng, Xiangyang Liu, Qingnan Wu, Xifa Yang|2024|Org.Biomol.Chem.|22|998|doi:10.1039/D3OB01971C
description: Related Article: Xifa Yang|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8mkz
title: CCDC 2302201: Experimental Crystal Structure Determination

description: Related Article: Mengke Wen, Mengying Zhang, Fan Gu, Yuehua Geng, Xiangyang Liu, Qingnan Wu, Xifa Yang|2024|Org.Biomol.Chem.|22|998|doi:10.1039/D3OB01971C
description: Related Article: Xifa Yang|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8ml0
title: CCDC 2302202: Experimental Crystal Structure Determination

description: Related Article: Mengke Wen, Mengying Zhang, Fan Gu, Yuehua Geng, Xiangyang Liu, Qingnan Wu, Xifa Yang|2024|Org.Biomol.Chem.|22|998|doi:10.1039/D3OB01971C
description: Related Article: Xifa Yang|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8mr5
title: CCDC 2302207: Experimental Crystal Structure Determination

description: Related Article: jianing li|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h8n2j
title: CCDC 2302217: Experimental Crystal Structure Determination

description: Related Article: Merzweiler, Kurt, Liebing, Phil|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.