Table 3.

Word Adjacency Graph Modeling Results: Topic Clusters, Descriptions, and Sample Questions from the 5.8K Subset of User Queries

Name	Description: Questions about…	Sample Questions
Highly relevant to menopause
Onset of menopause	Age of onset for menopause	At what age does a woman begin to experience menopause? What age range do women reach menopause?
Menopause vs. pregnancy	Differentiating pregnancy and menopause	Are hot flashes an early sign of pregnancy? Can menopause cause a false positive pregnancy test?
Menopausal ‘symptoms’	Nature, causes, type, and treatment of ‘menopausal symptoms’	Can menopause symptoms mimic hypoglycemia? What are the emotional symptoms of menopause?
Hot flashes and night sweats	Nature, causes, duration, and treatment for ‘hot flashes and night sweats’	What causes hot flashes and night sweats? Is there an over the counter remedy for hot flashes and night sweats?
Hot flash	Nature, causes and duration of a ‘hot flash’	Does a woman’s temperature rise during a hot flash? What causes a hot flash?
Sex drive	A woman’s sex drive and activity at menopause	In the beginning of menopause, does a woman’s sex drive usually increase? Does menopause cause women to lose interest in sex?
Emotional symptoms	Mood, sadness, feelings, cortisol	Do women still have mood swings after menopause? Do hormone changes cause mood swings?
Heart, skin	Heart palpitations and skin problems at menopause	Do hormones have anything to do with heart palpitations in women? What can you do for skin problems that come with menopause?
Hormone therapy	Risks, benefits, and effects of hormone therapy	Can taking hormone replacement therapy help prevent bladder infections? Are there herbal supplements for hormone replacement therapy?
Hysterectomy	Nature, risks, consequences, post-operative recovery after hysterectomy	Can a hysterectomy be reversed? Why am I having trouble having an orgasm since my hysterectomy?
Provider and prescriptions	Provider role and location, prescriptions	Is it safe to take an estrogen supplement if it’s not prescribed by a doctor? What is the phone number for <<specific clinic location>>?
Less relevant to menopause
Hormones	Function of hormones in the body, Foods and other sources of hormones, Human growth hormone	Does estrogen make your boobs bigger? Does soy milk affect your hormones? What are the side effects of using HGH, human growth hormone?
Birth control	Nature and risks of birth control pills	What do birth control hormones do to your body? Can birth control make you horny with the more hormones it has?
Menstrual bleeding	Questions about menstrual bleeding in general and not limited to menopause	Do you have more of less estrogen during your menstrual cycle? What are the causes of menstrual bleeding after a hysterectomy?
Midlife crisis	Definition, cause, impact in women and men	What is the best way to cure my husband of his midlife crisis? How long does a midlife crisis last?