Ugh, I need to learn to proofread.
As I noted earlier, conditions in all of the camps in Lebanon are much worse than those in Syria, Jordan, and the West Bank. Until fairly recently, Palestinians (and often even the UN) were prohibited from taking building materials into the camps by the Lebanese army--again, out of fear of "tawtiin" (permanent resettlement). That policy has now been changed.
Ayn al-Hilwa is the largest camp in Lebanon (about 45,000), has particularly bad conditions, and appalling local security conditions: as with all camps (except now Nahr al-Barid) there is no Lebanese security presence in the camps, which instead is full of myriad armed factions, including various militant Islamist ones (notably Jund al-Sham). You'll find a camp profile here.
In addition to UNRWA statistics, the best source of information on Palestinian refugees is FAFO.
The very informative website of the Lebanese-Palestinian Dialogue Committee (despite its name, a Lebanese government policy unit) is here. Full disclosure: I worked as a policy advisor for these folks this summer.
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