JUPYTER
1-Text Preprocessing.ipynb (12.43 kB)
JUPYTER
2-K-Means Cluster Analysis.ipynb (160.61 kB)
JUPYTER
3-Two Dimensional Representation.ipynb (241.75 kB)
JUPYTER
4-Data Manipulation for Chord Diagrams.ipynb (65.69 kB)
TEXT
5-Visualization of Chord Diagrams.R (4.23 kB)
JUPYTER
6-Data Manipulation for Clusters Tables.ipynb (74.8 kB)
TEXT
7-Visualization of Clusters Tables.R (44.53 kB)
DATASET
across_17_chord.csv (6.86 kB)
DATASET
across_ratio_table.csv (2.92 kB)
DATASET
cluster_17.csv (162.64 MB)
DATASET
kmeans.csv (3.81 MB)
DATASET
MainText_corrected.xlsx (1.27 MB)
DATASET
other_stop_words.csv (0.71 kB)
DATASET
spacy_preprocessed_participant.csv (1.22 MB)
DATASET
stop_wrods_nl.csv (3 kB)
DATASET
within_17_chord.csv (6.86 kB)
DATASET
within_and_across_table.csv (8.95 kB)
DATASET
within_ratio_table.csv (2.84 kB)
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Revised Scripts and Data For Text Analysis - Emotion Words Excluded
To mitigate the potential influence of explicit emotion words on the clustering structure, we excluded emotion words across all categories, and rerun all the analysis. This folder includes revised scripts and relevant data files. Each script can be directly run on the data files.
