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"
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Identifier |
https://doi.org/10.7910/DVN/8NSPFA
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Creator |
su, zhixiang
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Publisher |
Harvard Dataverse
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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. |
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Subject |
Social Sciences
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Contributor |
su, zhixiang
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