The prototype name for this video was Barney's Best Stories.The final appearance of the season nine Barney costume.The only other video (alongside Let's Make Music and Top 20 Countdown) to not receive a VHS release due to their discontinuation in 2006 despite all three videos having already been made exactly a year apart prior to their official release dates.

The final video that BJ is performed by Kyle Nelson.The final video that Baby Bop is performed by Jeff Ayers.However, Let's Go to the Farm was the final video in production where she served that position since it was filmed in April 2004. The final video to have Jocelyn Stevenson credited as the executive producer.The final video until A Super-Dee-Duper Day to contain clips from the video during the intro and to utilize the end credit sequence from seasons seven through thirteen.Another video where Barney does not turn back into a plush doll at the end although this video was originally made during the time season nine finished production, creating a continuity error.

Despite this, the song along with Lee Bernstein's name are still listed in the credits.

The fourth time ' I Love You' is not sung after Rock with Barney, Imagination Island, and Barney Live! In New York City.

The final video to be written by Stephen White.

The first video since Barney Songs from the Park to feature all the child actors who appeared during seasons seven and eight during the end credits as well as the only one to include the ones who appeared during season nine.

The first video since Barney's Pajama Party as well as the final one to not feature the kids in the new material despite still being included in the episode clips.

Production for the new material of this video took place in February 2004 and around the same time The Land of Make Believe was being filmed.

Jack and the Beanstalk (Scene taken from ' A Little Big Day').

Three Little Kittens (Scene taken from ' It's a Happy Day!').

The Girl Who Cried Wolf (Scene taken from ' Once Upon a Fairy Tale').

The Tortoise and the Hare (Scene taken from Movin' and Groovin' / ' Movin' Along').

Goldilocks and the Three Bears (Scene taken from ' That Makes Me Mad!').

Little Boy Blue/Old King Cole (Scene taken from ' Come Blow Your Horn!').

The Three Billy Goats Gruff (Scene taken from ' Stop! Go!').

The Sharing Hen (Scene taken from ' Sharing Is Caring!').

The Elves & the Shoemaker (Scene taken from ' Once Upon a Fairy Tale').

' My Yellow Blankey' (Scene taken from ' A Little Big Day').

' Toss It Out a Window' (Scene taken from ' A Little Big Day').

' Three Little Kittens' (Scene taken from ' It's a Happy Day!').

'Oh Dear, What Can the Matter Be?' (Scene taken from ' Once Upon a Fairy Tale').

' Exercising.Won't You Come and Join Me?' (Scene taken from ' That Makes Me Mad!').

'The Bears Came Back from the Mountain' (Scene taken from ' That Makes Me Mad!').

' The Bear Went Over the Mountain' (Scene taken from ' That Makes Me Mad!').

' Old King Cole' (Scene taken from ' Come Blow Your Horn!').

' Little Boy Blue' (Scene taken from ' Come Blow Your Horn!').

' The Sharing Hen' (Scene taken from ' Sharing Is Caring!').

' We've Got Shoes' (Scene taken from ' Once Upon a Fairy Tale').

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