I would think the commented code would be faster (fewer loops), but it is
not (because of function calls).
#Average user_time = 5.9975 over 4 iterations
inSRC = set([bio.name for bio in bios.values()])
inEB = set([bio.name for bio in bios.values() if bio.eb_title])
inWP = set([bio.name for bio in bios.values() if bio.wp_title])
inBoth = inEB & inWP
missingEB = inSRC - inEB
missingWP = inSRC - inWP
missingBoth = missingEB & missingWP
avg_size_ratio = find_average(
[bio.wp_ratio for bio in bios.values() if bio.wp_wc and bio.eb_wc])
mdn_size_ratio = find_median(
[bio.wp_ratio for bio in bios.values() if bio.wp_wc and bio.eb_wc])
SRCfem = set([bio.name for bio in bios.values() if bio.gender
== 'female'])
EBfem = set([bio.name for bio in bios.values() if bio.eb_gender
== 'female'])
WPfem = set([bio.name for bio in bios.values() if bio.wp_gender
== 'female'])
SRCmale = set([bio.name for bio in bios.values() if bio.gender
== 'male'])
EBmale = set([bio.name for bio in bios.values() if bio.eb_gender
== 'male'])
WPmale = set([bio.name for bio in bios.values() if bio.wp_gender
== 'male'])
SRCun = set([bio.name for bio in bios.values() if bio.gender
== 'unknown'])
EBun = set([bio.name for bio in bios.values() if bio.eb_gender
== 'unknown'])
WPun = set([bio.name for bio in bios.values() if bio.wp_gender
== 'unknown'])
##Average user_time = 6.0025 over 4 iterations
#def set_amend(obj, bio):
#if obj == None:
#obj = set([])
#obj.add(bio.name)
#return obj
#inSRC = set([])
#inSRC = set([])
#inEB = set([])
#inWP = set([])
#SRCfem = set([])
#EBfem = set([])
#WPfem = set([])
#SRCmale = set([])
#EBmale = set([])
#WPmale = set([])
#SRCun = set([])
#EBun = set([])
#WPun = set([])
#for bio in bios.values():
### use a function that takes set name (creates one) and conditional
#inSRC = set_amend(inSRC, bio)
#if bio.eb_title: inEB = set_amend(inEB, bio)
#if bio.wp_title: inWP = set_amend(inWP, bio)
#if bio.gender == 'female': SRCfem = set_amend(SRCfem, bio)
#if bio.eb_gender == 'female': EBfem = set_amend(EBfem, bio)
#if bio.wp_gender == 'female': WPfem = set_amend(WPfem,bio)
#if bio.gender == 'male': SRCmale = set_amend(SRCmale, bio)
#if bio.eb_gender == 'male': EBmale = set_amend(EBmale, bio)
#if bio.wp_gender == 'male': WPmale = set_amend(WPmale, bio)
#if bio.gender == 'unknown': SRCun = set_amend(SRCun, bio)
#if bio.eb_gender == 'unknown': EBun = set_amend(EBun, bio)
#if bio.wp_gender == 'unknown': WPun = set_amend(WPun, bio)
#inBoth = inEB & inWP
#missingEB = inSRC - inEB
#missingWP = inSRC - inWP
#missingBoth = missingEB & missingWP
#avg_size_ratio = find_average(
#[bio.wp_ratio for bio in bios.values() if bio.wp_wc and bio.eb_wc])
#mdn_size_ratio = find_median(
#[bio.wp_ratio for bio in bios.values() if bio.wp_wc and bio.eb_wc])
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