The Arabic Poem Classification Challenge dataset consists of a collection of Arabic poems with the following columns: 1. Title: This column contains the title of each poem. The title provides a brief description or name for the poem, often reflecting its theme or subject matter. 2. Author: The author column indicates the name of the poet who wrote the respective poem. It provides attribution to the creative minds behind the poetic works. 3. Era: The era column represents the historical period to which each poem belongs. It classifies the poems based on the specific era in which they were written, providing insights into the cultural, social, and literary context of that time. 4. Poem: This column contains the actual text of the poem. It includes the verses, stanzas, or lines that make up the poetic composition. The poem column serves as the main focus of analysis and classification in this challenge. The dataset aims to offer a diverse selection of Arabic poems from different historical periods, allowing participants to explore and analyze the poetry of various eras. The objective of the challenge is to develop classification models that accurately categorize the poems based on their era, showcasing the ability to understand and identify the distinctive features and characteristics associated with each time period. By working with this dataset, participants can gain a deeper appreciation for the evolution of Arabic poetry throughout different eras and delve into the unique artistic expressions that have shaped the Arabic literary heritage over time.