Appendix B — chapter2.exploration
chapter2.exploration
Provides functions to compute statistics regarding subjects and collected data.
Functions
| Name | Description |
|---|---|
| count_samples | Counts the number of collected samples for each activity and device. |
| executions_by_gender | Counts the number of executions grouped by gender. |
| subjects_age_range | Computes age range statisitcs from the subjects of the data collection. |
| subjects_age_range_by_gender | Computes age range statisitcs grouped by gender from the subjects of the data collection. |
count_samples
chapter2.exploration.count_samples(data_collection)
Counts the number of collected samples for each activity and device.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
data_collection |
dict | Collected data. Use utils.data_loading.load_data() to load the collected data. |
required |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with the count of collected samples. |
executions_by_gender
chapter2.exploration.executions_by_gender(subjects_info)
Counts the number of executions grouped by gender.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
subjects_info |
pandas.DataFrame |
DataFrame with the information of the subjects. See: utils.data_loading.load_subjects_info(). |
required |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with executions count grouped by gender. |
subjects_age_range
chapter2.exploration.subjects_age_range(subjects_info)
Computes age range statisitcs from the subjects of the data collection.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
subjects_info |
pandas.DataFrame |
DataFrame with the information of the subjects. See: utils.data_loading.load_subjects_info(). |
required |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with age range statistics. |
subjects_age_range_by_gender
chapter2.exploration.subjects_age_range_by_gender(subjects_info)
Computes age range statisitcs grouped by gender from the subjects of the data collection.
Parameters
| Name | Type | Description | Default |
|---|---|---|---|
subjects_info |
pandas.DataFrame |
DataFrame with the information of the subjects. See: utils.data_loading.load_subjects_info(). |
required |
Returns
| Type | Description |
|---|---|
pandas.DataFrame |
DataFrame with age range statistics grouped by gender. |