Table 6.

Top-3 frequently appearing label combinations: a set of 1-label, 2-label, 3-label, and 4-label in the dataset

Combination of Labels	% of co-occurrence	% appearance as a set
1-label
(data_exploration)	39.37%	27.76%
(data_preprocessing)	24.29%	16.74%
(modelling)	18.24%	9.53%
2-label
(data_exploration, data_preprocessing)	5.25%	4.59%
(evaluation, modelling)	4.27%	2.18%
(data_exploration, load_data)	3.3%	2.39%
3-label
(evaluation, modelling, prediction)	1.16%	0.53%
(evaluation, helper_functions, modelling)	0.85%	0.42%
(data_exploration, helper_functions, load_data)	0.63%	0.52%
4-label
(evaluation, helper_functions, modelling, prediction)	0.32%	0.27%
(evaluation, modelling, prediction, result_visualization)	0.17%	0.13%
(evaluation, helper_functions, load_data, modelling)	0.11%	0.08%

% of co-occurrence indicates how frequent the combination of labels appears (may have other labels in the same cell) in the dataset. % appearance as a set indicates how frequent the combination of labels appears as a set (without other labels in the cell) in the dataset