What makes a Top Shots moment valuable? (Part I)

    Create an analysis on NBA Top Shots moments and attempt to uncover any correlations between a specific category and sales volume. This week, focus specifically on the play_type column in the flow.core.dim_topshot_metadata table. What play_types do users hold most, and how much volume in sales do these play_types generate? Include any other transactional metrics you can think of.

    Intro:

    The statistics related to the play types and their correlation with volume of sale are analyzed in this dashboard.

    Specially this bounty focused on play_type column in the flow.core.dim_topshot_metadata table provided by Flipside community and investigated their volume of sale, number of sale, purchasers and find the play types hold most.

    Method:

    • Used table-→ flow.core.fact_nft_sales
    • Play types-→ play_type from flow.core.dim_topshot_metadata
    • Join sale table and metadata with NFT_ID
    • NFT collection-→ NFT_COLLECTION='A.0b2a3299cc857e29.TopShot'
    • Success of sales-→ TX_SUCCEEDED='TRUE'
    • Most hold NFTs (play types)-→ sellers as sellersss, nft, dateDIFF(day,buy_time, sell_time ) as date_
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    Outcomes:

    The outcomes of the play types in NFT sale of NBA top shots are summarized as below:

    • The 36.5% of volume of sales presented the Rim play and takes the first rank.
    • Also, 3 pointer and assist are the next ranks of volume of sale with 20.7% and 13.9%, respectively.
    • The greatest sale volume happened on May 6 and on that date the large of the volume of sale was Rim plays with over 201k volume.
    • Over 127k sale times are for Rim play and this is he biggest number of sales by play types on NBA top shots.
    • The smallest number of sales is for 2 pointers and only 9 sales are for this type.
    • The behavior of unique purchasers has same results and the most popular play according to the percentage of unique purchasers the Rim and 3 pointer are the most purchased plays.
    • On May 6th, more than 4000 unique purchasers bought NBA top shots of Rim play type and its the highest number of unique purchasers for play type in single day.
    • The most hold NFTs are Handles play NFTs with over 13 days . In the second rank, the NFTs of Dunk/Layup plays stands with over 10 days hold.