One of the goals for this project is data mining to create a dataset that can be used for new methods in detecting apparitions of any kind.
One method is to use Explorers and Investigators YouTube channel and other sources to get images and audio to help document experiences and identify.
On this case, I decided to start with UGUA YouTube channel, and if you would like to know all of their videos that have “cemetery” on their title, you can use this list which contains a cleanup version of their video title and link to the video.
| YouTube Title | Video Link | Keyword 1 |
| 30 Minute Alone Challenge – Haunted Cemetery With a Shadow Man When the Hunter Becomes the Hunted | https://www.youtube.com/watch?v=vWAgqmoHCdY | cemetery |
| Haunted Spring Hill Cemetery – Join Us on a Trip Through the Twilight Zone | https://www.youtube.com/watch?v=zPVpGjJQj7w&t=2s | cemetery |
| Last Footage From Halloween 2018 – Haunted Cemetery fun and Creepy Time Love Our Fans | https://www.youtube.com/watch?v=MnVIQ9wQEh0 | cemetery |
| Haunted Cemetery at 2 Am – Careful for What You Wish for, It May Accept the Invite | https://www.youtube.com/watch?v=Ix0YZqf16BE | cemetery |
| 30 Min Alone Challenge – Haunted Spring Hill Cemetery the Darkest Hour Is Just Before Dawn, | https://www.youtube.com/watch?v=W5Mt4W40IEM&t=3s | cemetery |
| 30 Min Alone Challenge – Extremely Haunted Cemetery, Laying It All on the Line, Truth | https://www.youtube.com/watch?v=PeZUCUdajts | cemetery |
| Haunted Cemetery at 1 Am – United We Stand, Divided We Fall. It Wanted Us to Lose Our Minds | https://www.youtube.com/watch?v=OGiWs3IG4hs&t=1352s | cemetery |
| Midnight at a Haunted Church and Cemetery – Play at Your Own Risk. Ghosts Are Here | https://www.youtube.com/watch?v=I80pn7aLn8U&t=1727s | cemetery |
| 30 Min Alone Challenge – Haunted Spring Hill Cemetery, Confronted by a Stranger in the Night | https://www.youtube.com/watch?v=jPZ-03F8nKg | cemetery |
| 30 Min Alone Challenge – Anclote Cemetery Terrifying Night, There but for the Grace of God Go I | https://www.youtube.com/watch?v=E-_5MplHrzg | cemetery |
| 30 Min Alone Challenge – Rose Cemetery, Kiss From a Rose, Almost Did Not Make It Out in One Piece | https://www.youtube.com/watch?v=HND6DLVukfk | cemetery |
| Anclote Haunted Cemetery – Followed by Ghosts, Hunted by People, This Place Is Crazily Haunted | https://www.youtube.com/watch?v=InPz1qQQgtw | cemetery |
| Haunted Cemetery – Daytime Explore, We Will Return at Night. The Spirits Are Active in the Day | https://www.youtube.com/watch?v=jOJx5CxHFoU | cemetery |
| What Lurks in the Woods Behind the Spring Hill Cemetery? – Having Fun, What Will We Find, Enjoy Fam | https://www.youtube.com/watch?v=uR9KxmJdg1s | cemetery |
| Halloween Countdown – Cemetery of Lost Souls, Do Not Go Gentle Into the Night, a Bear Joins Us | https://www.youtube.com/watch?v=E5qtB2_Y4mU | cemetery |
| Live Stream From a Haunted Cemetery Yeah This Is a Bad Idea😊 | https://www.youtube.com/watch?v=jGpdab4sZgk | cemetery |
| Rose Haunted Cemetery – Frightening Night Filled With Ghosts, Counting Down Till Halloween | https://www.youtube.com/watch?v=7yFi_ImoXvo | cemetery |
| Live Question and Answer Video With Joe and Rob at the Haunted Cemetery | https://www.youtube.com/watch?v=1D-qd_kUCtY | cemetery |
| Spring Hill Cemetery – Most Prolific and Frightening Night Ever Filmed, They Wanted Angie | https://www.youtube.com/watch?v=IFRGR5GZx0k | cemetery |
| Haunted Cemetery – Having Fun With the Gang. Countdown to Halloween | https://www.youtube.com/watch?v=540607zgTZU | cemetery |
| Haunted Cemetery – Things That Go Bump in the Night. Taking Fans Exploring | https://www.youtube.com/watch?v=tg9DFj7OnvU | cemetery |
| Midnight at Haunted Cemetery – Haunted Dolls, Frightening Voices Shadow Figure Caught on Camera | https://www.youtube.com/watch?v=sqjRfx_DnF8 | cemetery |
| Cemetery of Chills – We Are Followed Our Personal Hauntings’ | https://www.youtube.com/watch?v=MbkdBvx7LsI | cemetery |
| 30 Min Alone Challenge – Ghost Cemetery. 2 Am, Found Pool of Blood | https://www.youtube.com/watch?v=ry8yLqbg3wk | cemetery |
| 30 Min Alone Challenge – Abandoned Pet Cemetery, Let Sleeping Dogs Lie Never Go Alone | https://www.youtube.com/watch?v=cmjq7mCqofY | cemetery |
| 3 Am Haunted Cemetery – the Ghosts That Speak to Us, Fright Night | https://www.youtube.com/watch?v=CX2smwvcZNk | cemetery |
| 30 Min Alone Challenge – Ghost Cemetery, Creeper Lurks, Ghost Caught on Camera Night of Terror | https://www.youtube.com/watch?v=6_Jqxv7upmE | cemetery |
| 30 Min Alone Challenge – Live at Ghost Cemetery the Terror Within | https://www.youtube.com/watch?v=V_mNWnrwDL8 | cemetery |
| 3 Am Haunted Cemetery – Ghosts Follow and Talk to Us, We Are Not Alone, Scary | https://www.youtube.com/watch?v=WdY0eRGTFn0 | cemetery |
| 30 Min Alone Challenge – Ghost Cemetery, Something Wicked This Way Comes, We’re Haunted | https://www.youtube.com/watch?v=KxJ2pZelEjU | cemetery |
| UGUE Live From the Haunted Cemetery, Q and a Session | https://www.youtube.com/watch?v=GtAZDLbZXzQ | cemetery |
| Ghost Cemetery – Lost in Time, Looking Back, Where Have All the Good Times Gone? We Are Haunted | https://www.youtube.com/watch?v=V9hyrHxYvSI | cemetery |
| Midnight Haunted Cemetery – Ghosts Stalk and Haunt Us, Truly a Nightmarish Place | https://www.youtube.com/watch?v=O90wdMl61P0 | cemetery |
| UGUE Live Stream From the Haunted Cemetery Friday the 13th | https://www.youtube.com/watch?v=4pGTCWbrIqU | cemetery |
| Ghost Farm, Haunted Cemetery Looking for Answers, Disembodied Voices and EVP’s, Frightening | https://www.youtube.com/watch?v=XmNfw2scErE | cemetery |
| Cemetery of Disembodied Voices, EVP’s, Take a Scary Tour if You Dare | https://www.youtube.com/watch?v=jBhonn9eG-0 | cemetery |
| Midnight at the Haunted Cemetery Live, Q and a, Creepy Voices Heard and Screams | https://www.youtube.com/watch?v=xulEEmsZ9bs | cemetery |
| Midnight Pet Cemetery – This Was One Creepy Night, What Lives Here? | https://www.youtube.com/watch?v=YYr3LCt-eEk | cemetery |
| Ghost Church Cemetery Life Isn’t About Finding Yourself Life Is About Creating YourselfEVP’s | https://www.youtube.com/watch?v=prDpydzfOBg | cemetery |
| Ghost Cemetery There Is Only One Big Risk You Should Avoid, the Risk of Doing Nothing.EVP’s | https://www.youtube.com/watch?v=pneFP3Gki7M | cemetery |
| 3 Am Haunted Cemetery, EVP’s Sound Wicked We May Never Pass This Way Again. True Horror | https://www.youtube.com/watch?v=6tFoBR8WQEo | cemetery |
| Haunted Cemetery Midnight AloneEVP’s Horror to Be or Not to Be | https://www.youtube.com/watch?v=EjeHj9_lPVM | cemetery |
| Haunted Cemetery a Journey of a Thousand Miles Must Begin With a Single Step.EVP’s Horror | https://www.youtube.com/watch?v=yV0tfZjAllg | cemetery |
| Haunted Cemetery, EVP’s United We Stand, Divided We Fall Spirit Follow | https://www.youtube.com/watch?v=FBDm8acQNPI | cemetery |
| Live at Midnight Cemetery, in the Garden of Good and EvilEVP’s | https://www.youtube.com/watch?v=YVXK0WP_Ipo | cemetery |
| Midnight, Haunted Farm and Cemetery Do Not Go Gentle Into the NightEVP’s Horror | https://www.youtube.com/watch?v=D5hQ-B9jYsY | cemetery |
| Midnight Haunted Cemetery Don’t Be Afraid of the Dark, Watch if You Dare | https://www.youtube.com/watch?v=5EPcNVSd9K0 | cemetery |
| Midnight in the Haunted Cemetery Paradise Lost Spirits Call Out to Us, EVP’s | https://www.youtube.com/watch?v=o1Mh0BReUhs | cemetery |
| Haunted Cemetery Live Streamdanger Evil Resides Here | https://www.youtube.com/watch?v=ue35q6SVPK0&t=12s | cemetery |
| Haunted Ghost Town and Cemetery, Stalked for Whom the Bell Tolls | https://www.youtube.com/watch?v=ZzktjzQG2Ns | cemetery |
| 2 Am Haunted Cemetery the Most Horrific Explore Yet | https://www.youtube.com/watch?v=QiwGbcVNHec | cemetery |
| Haunted Cemetery Part Two, Horror Awaits, EVP’s Will Make You Terrified | https://www.youtube.com/watch?v=-fhynItr6Ho&t=4s | cemetery |
| Haunted Cemetery, Live With UGUEa Night of Horror | https://www.youtube.com/watch?v=ZI4QCadPqlQ&t=3s | cemetery |
| Midnight in a Haunted Cemetery, EVP.s Ghost Follows Us Home | https://www.youtube.com/watch?v=SATqrCFduGg | cemetery |
| Midnight at Haunted Evil Pet Cemetery, EVP’s the Cats Meow, Thriller | https://www.youtube.com/watch?v=RgCnytABuY8 | cemetery |
| UGUE Live Stream, Haunted Pet Cemetery | https://www.youtube.com/watch?v=edPykIJq5FY | cemetery |
| Haunted Cemetery and Restaurant in the Woods, Last of Our Re-edits, Shadow Figures | https://www.youtube.com/watch?v=tEvmkkMgAyI | cemetery |
| Midnight at a Haunted Cemetery, This Time Things Have Gone Too Far, Poor Joe | https://www.youtube.com/watch?v=Zys4wGfjao4&t=8s | cemetery |
| Midnight at the Cemetery Ii, G Team Paranormal, the Holywalker’s Don’t Watch Alone | https://www.youtube.com/watch?v=INJtrEmZGOM | cemetery |
| Midnight Cemetery Explore With the Holywalker’s Ghost Caught on Camera | https://www.youtube.com/watch?v=ZAlxOaPln3k | cemetery |
| Haunted Pet Cemetery – Midnight in the Cemetery. We Are Not Alone Here, Creepy | https://www.youtube.com/watch?v=EGNRZoLKqB8 | cemetery |
| Haunted Cemetery, Take a Tour With Us as We Discover We Had Hours of Lost Time | https://www.youtube.com/watch?v=ocjmK4buP1Y | cemetery |
| Spring Hill Cemetery You Won’t Believe What Happened | https://www.youtube.com/watch?v=20ayP9p8trM | cemetery |
| Midnight at Haunted Cemetery, Sure to Scare You and Make You Laugh | https://www.youtube.com/watch?v=5QaANuiOeQQ | cemetery |
| Cemetery in Lake Helena Devils Chairwith Patty From G Team Paranormal | https://www.youtube.com/watch?v=9K8zjDqSr8Q | cemetery |
| St Augustine Cemetery, Pushed by Ghost. Ghosts Live Here | https://www.youtube.com/watch?v=2qgrafbsDcY | cemetery |
| Live Stream From a Haunted Cemetery | https://www.youtube.com/watch?v=XR6-66f5Cjs | cemetery |
| 12 Am @ Haunted Cemetery, Evil Spirits EVP’s Ghosts and Gun Shots Fired | https://www.youtube.com/watch?v=PJaqIasr8kI | cemetery |
| Midnight at a Haunted Cemetery Shots FiredEVP’s Scary, Ghosts | https://www.youtube.com/watch?v=DU4dPwdt-KM | cemetery |
| Haunted Cemetery Nighttime Explore, G Team Paranormal, EVP’s Creepy, Scary and Funny | https://www.youtube.com/watch?v=MOMslIcYT1A | cemetery |