Anonymized Dataset for "How Difficult Can It Be? Assessing Workload Components and Predictors in Introductory CS Projects"
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下载链接：
https://zenodo.org/record/3996553
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资源简介：
Paper title: How Difficult Can It Be? Assessing Workload Components and Predictors in Introductory CS Projects
This is a replication package using the anonymized dataset that we have collected including 161 entries of NASA-TLX surveys and the associated student source code metrics. Please cite the paper properly if you plan on using any parts of the dataset or the replication package.
The following preprocessing steps proceed the work in this file:
1- Collecting survey data and filtering incomplete entries, anonymizing data by replacing names with numbers.
2- Calculating TLX and adding it as a feature to the data.
3- Processing the code associated with each entry to calculate: loc, functions/methods, classes, style errors.
4- Processing submission system logs to calculate number of commits/submissions.
Dataset: anonymous-complete-preprocessed-TLX.csv
key: anonymous-dataset-key.txt
创建时间：
2021-02-28
