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.

    NBA Top Shot

    NBA Top Shot is a blockchain-based virtual trading card platform designed by Dapper Labs in partnership with the NBA and the NBA Players Association. On the Top Shot marketplace, users can buy, sell, and trade Moments — aka NFTs of NBA highlights — of various degrees of rarity. Like traditional sports card enthusiasts, Top Shot users enjoy collecting memorabilia, and many of them bank on the value of their collections growing over time.

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    Methodology

    In this dashboard, we are going to find the NBA Top Shot:

    • Top 10 holders by play_type
    • Top 10 holders status
    • Total Number of holders [NBA Top Shots base on each play_types]
    • Total Number NBA Top Shots holders
    • Sales Volume - base on each play_type
    • Total Sales Volume
    • Daily Sales Volume
    • Top 10 Sales Volume by date
    • Daily Sales Volume [each play_type]
    • Top NFT Volume Status
    • Top 10 buyer Volume [play_type][USD]
    • Top 10 Wallet Volume [buyer Status][USD]
    • Rim has generated the most in sales $229k on April 26, 2022
    • Assist is the second most popular play type with 68k in sales on April 26, 2022
    • The highest sales were seen on April 26, 2022 and May 6, 2022 for $450K and $400K.

    in the above chart we see:

    15766 wallets hold Rim NFT [22.5% of the total number of holders]

    12273 wallets hold Assist NFT [17.5% of the total number of holders]

    10517 wallets hold 3 Pointer paly_type NFTs [15% of the total number of holders]

    50% of holdes is related to Rim NFT Pack. 12.5% is related to Assist NFT Pack.

    we see buyers mostly hold Rim plays.

    15.8% of purchases are related to [0x1b…e984] wallet

    15.1% of purchases are related to [0xed…ba5a] wallet

    Total Sales Volume for Rim paly_type NFTs is $3.01M [36.5% of the total sales volume of NBA Top Shots]

    Total Sales Volume for 3 Pointer paly_type NFTs is $1.7M [20.68% of the total sales volume of NBA Top Shots]

    Total Sales Volume for Assist paly_type NFTs is $1.1M, [13.92% of the total sales volume of NBA Top Shots]

    in the chart, the highest volume of play_type sales was on May 6. more than $475k sales.

    17.1% of sales volume were in May.

    15.2% of sales volume were in April.

    44.6% of NFT buyers are related to Rim. 19.2% of NFT buyers are related to 3 Pointer. 16.8% of NFT buyers are related to Assist

    The largest volume of sales is related to rim and 3 pointer.

    The chart above shows the status of the wallets of play type holders.