def get_all_stats(xform, field=None):
data = {}
for field_name in [field] if field else get_numeric_fields(xform):
_min, _max, _range = get_min_max_range_for_field(field_name, xform)
mode = get_mode_for_field(field_name, xform)
mean = get_mean_for_field(field_name, xform)
median = get_median_for_field(field_name, xform)
data[field_name] = {
'mean': round(mean, DECIMAL_PRECISION),
'median': median,
'mode': round(mode, DECIMAL_PRECISION),
'max': _max,
'min': _min,
'range': _range
}
return data
def get_mode_for_numeric_fields_in_form(xform, field=None):
data = {}
for field_name in [field] if field else get_numeric_fields(xform):
mode = get_mode_for_field(field_name, xform)
data.update({field_name: round(mode, DECIMAL_PRECISION)})
return data
def get_min_max_range(xform, field=None):
data = {}
for field_name in [field] if field else get_numeric_fields(xform):
_min, _max, _range = get_min_max_range_for_field(field_name, xform)
data[field_name] = {'max': _max, 'min': _min, 'range': _range}
return data
def get_median_for_numeric_fields_in_form(xform, field=None):
data = {}
for field_name in [field] if field else get_numeric_fields(xform):
median = get_median_for_field(field_name, xform)
data.update({field_name: median})
return data