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Replication Code for: "Embedded inequality: Personal network dynamics and mental health during COVID-19"

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

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Title Replication Code for: "Embedded inequality: Personal network dynamics and mental health during COVID-19"
 
Identifier https://doi.org/10.7910/DVN/8NSPFA
 
Creator su, zhixiang
 
Publisher Harvard Dataverse
 
Description This dataset contains the replication code for our research paper entitled "Embedded inequality: Personal network dynamics and mental health during COVID-19". It contains two coding files, two data files, and a codebook.
(1) the Rmd file entitled "Data cleaning" is the R markdown file used for data cleaning-- Researchers can input the original data files attached below, and run the program to obtain the manipulated dataset ready for analysis.
(2) the Rmd file entitled "Cluster Algorithm" is the R markdown file using random forest and clustering methods to develop social network typology. It records the step-by-step process of training the algorithm and applies it for predictions that can be used by later network scholars as a reference.
(3) Two datasets are data files in R format containing the original dataset of CovNetps Wave 1-2. These are used as input for the "Data cleaning" file, which can also be found in the CovNetps Dataverse.
(4) The codebook contains information for the CovNetps-Wuhan Wave 2 questionnaire. For details, please refer to other datasets in this CovNetps dataverse.
 
Subject Social Sciences
 
Contributor su, zhixiang