Appendix M — chapter4.analysis.data_loading
chapter4.analysis.data_loading
Provides functions to load the obtained results.
Functions
| Name | Description |
|---|---|
| load_battery_results | Loads the battery consumption report manually generated from Google’s BatteryHistorian tool. |
| load_experiment_results | Loads the results obtained in the experiment by each participant. |
| load_reports | Loads the DL reports generated from the splitting approach evaluation. |
| load_subjects_info | Loads a CSV file containing the information regarding the participants in the evaluation of the system. |
load_battery_results
chapter4.analysis.data_loading.load_battery_results(path=os.path.join('data', 'chapter4', 'battery-consumption', 'report.csv'))
Loads the battery consumption report manually generated from Google’s BatteryHistorian tool.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
path |
str | Path to the CSV file. | os.path.join('data', 'chapter4', 'battery-consumption', 'report.csv') |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with battery consumption results. |
load_experiment_results
chapter4.analysis.data_loading.load_experiment_results(path=os.path.join('data', 'chapter4', 'system-results'))
Loads the results obtained in the experiment by each participant.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
path |
str | Directory containing the results of the experiment. | os.path.join('data', 'chapter4', 'system-results') |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with the loaded experiment results. |
load_reports
chapter4.analysis.data_loading.load_reports(reports_path=os.path.join('data', 'chapter4', 'splitting-approach', 'reports.json'))
Loads the DL reports generated from the splitting approach evaluation.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
reports_path |
str | Root directory of the data. | os.path.join('data', 'chapter4', 'splitting-approach', 'reports.json') |
Returns
| Type | Description |
|---|---|
dict |
Dictionary containing the generated reports. |
load_subjects_info
chapter4.analysis.data_loading.load_subjects_info(path=os.path.join('data', 'chapter4', 'system-results', 'subjects.csv'))
Loads a CSV file containing the information regarding the participants in the evaluation of the system.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
path |
str | Path to the CSV file. | os.path.join('data', 'chapter4', 'system-results', 'subjects.csv') |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with the information of the participants. |
| str | Formatted string with statistics regarding participants’ age (e.g., range, mean, std). |
| str | Formatted string with statistics regarding participants’ gender (e.g., male/female ratio). |