The spirit world originated with the Egyptians over three thousand years ago. Monotheism was created by Akhenaton IV in XIV century BC. Just about all of the old testament originated from earlier Sumerian and Egyptian religious sources, as well as, the one true biblical god.
"Those who gave thee a body, furnished it with weakness; but He who gave thee Soul, armed thee with resolution. Employ it, and thou art wise; be wise and thou art happy." Akhenaton (King of Egypt, 14th century BC)
The Old Testament mentions ghosts in several passages, with one in particular described in detail. I Samuel chapter 28 tells how King Saul seeks out the help of a witch at Endor to call up the dead spirit of Samuel when Saul felt threatened by the warring Philistines. Saul disguise his appearance and approached the witch of Endor to act as a medium to Samuel so he could get advice from the deceased Samuel.
Saul had tried to rid the country of witches, because he had been advised by Samuel to not suffer any witches to remain in Israel. But now Saul was without the wisdom of Samuel. So, Saul disguised himself before the witch of Endor but when the witch conjured up Samuel the apparition caused her to become afraid because she realized that her client was Saul, a friend of Samuel.
Lilith was the first wife of Adam and is referred to as "a spirit of all spirits" and "the Northerner." Either following a confrontation with Adam, or after the creation of Eve, Lilith fled the garden of Eden and refused to return. Lilith continues to roam the world as a harmful spirit, acting as a succubus who seduces mortal men and kills children. According to Jewish legend, Lilith gave birth to the Lilin, a race of evil spirits associated with witches and hags.
In Kabbala or the Zohar Lilith appears as a night demon in Jewish lore and as a screech owl in Isaiah 34:14 in the King James version of the Bible. In later folklore, "Lilith" is the name for Adam's first wife. Lilith first appeared as wind and storm demons or spirits as Lilitu, in Sumer, around 4000 BC.
Evan Hill (you said previously) "How can atheist and science explains this supernatural phenomena?"
Science would need some kind of actual evidence (none exists to date) that there is anything there. There's plenty of evidence that there is nothing there.
Evan Hill (you said previously) "If ghosts are real then there must be the a soul and a God. Or all this stories are just lies or creation of our mind?"
*Sorry for my bad English, isn't my mother tongue
They are creations of someone's mind because they are not real.
Spiritualism as we know it in modern times started in about 1848 in New York when two girls, Katie and Maggie Fox, began telling people that they were communicating with the spirit of a peddler who was murdered and the evidence of this communication was asking the spirit to (make a nose) by rapping. These girls continued to talk to other dead people through rappings. Eventually (meaning many years went by) before it was determined that the rappings were fake and the girls confessed that they were indeed faking the whole thing. But the older sister had began a spiritualism movement that spread all over the U. S. and on to other countries. Knowing that this was fake didn't stop anything.
William Mumler claimed to produce "spirit" photos, in which individuals could sit for a photograph and a ghost would appear in the printed photo. This was around 1862 when the glass-plate negatives were invented. With these glass-plate negatives you could make double exposures of the previous photograph taken onto the current photograph. It was eventually uncovered that the ghosts that appeared in many of the photographs were living in Boston and had their photographs taken previously.
In "The Demon-Haunted World" Carl Sagan criticized the argument from ignorance by saying the "absence of evidence is not evidence of absence" many people didn't understand that it was an unfavorable comment. They actually try to use that to say that you don't need evidence to prove something. Why would Carl Sagan have said "extraordinary claims require extraordinary evidence" if he didn't think you needed evidence?
Houdini exposed many spiritualists as hoax before his death and like Houdini, Harry Price and the Amazing James Randi did the same. I think you need to read some of James Randi's books or read about Houdini (these were people who knew how these fakers operated because they were magicians) get the other side of the story.