Comparing people online yesterday to a month ago (June-July 2018) ...
New users
This excludes people who came and went part way through the month (deleted/deactivated their account, or were banned or suspended after joining).
3864 new people, 22% women.
1 in 4 of the women are new professionals (around 200 people). There were about 20 new male professionals.
(Edit: there is a breakdown of the new users by US state in this post).
Deactivated users
"Deactivated" means the person's account still exists, so they are (possibly) intending to come back in the future.
About 100 people (who were online a month ago) deactivated their account, half of them women, including 20 professionals.
Deleted users
"Deleted" usually means the person voluntarily removed their account, though the message does say it can happen if the person breaks the terms of service (but I assume usually such people are banned).
About 250 people (who were online a month ago) deleted their account, one third of them women, including 20 professionals.
Banned users
"Banned" means there was a serious violation of the terms of service and a moderator banned the account (as @reurbo explains here).
About 90 people (who were online a month ago) had their accounts banned, including around 10 women and 5 professionals.
Suspended users
"Suspended" means there was a less serious violation, such as payment issues for professionals. Suspended accounts are reinstated after a while.
I came across 16 suspended accounts, 12 of them women and 8 professionals.
Other changes
376 new karma has been given to 266 people since last month.
62 people have filled in their "About me" since last month.
90 people have a picture now who didn't last month.