Introduction

NFL All Day is a digital collectible marketplace that lets football fans collect video highlights in the form of NFTs and connect with other like-minded fans from around the world. Link

Method

In the current dashboard I tried to evaluate the worth of paly types and players independently. for this I used flow.core.dim_allday_metadata and flow.core.ez_nft_sales tables Simultaneously.

also to more deep in sales trends on players and types of play, I separated top 10 players based on most sold out to find if their sales is affected by type of plays or not.

and finally I found all first week players and track their sales pattern on the next weeks to evaluate the effect of their first week play on sales patterns after first week.

Analysis

Is there a type of play that is more valuable, or do valuable players sell at higher prices regardless of play type?

✍🏻 Conclusion

• Top 3 most sold based on number of sales belongs to Mac Jones, Ja’Marr Chease and Tom Brady with 23.3, 16.2 and 15.3% of total number of sales of first week players, respectively.

• Top 3 most sold based on sales volume belongs to Tom Brady, Ja’Marr Chease and Jaylen Waddle with 27.4, 17.8 and 12.6% of total sales volume of first week players, respectively.

• Top 3 most sold based on number of sales belongs to Mac Jones, Ja’Marr Chease and Tom Brady with 23.3, 16.2 and 15.3% of total number of sales of first week players, respectively.

• Top 3 most sold based on sales volume belongs to Tom Brady, Ja’Marr Chease and Jaylen Waddle with 27.4, 17.8 and 12.6% of total sales volume of first week players, respectively.

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About:

• Author: HaM☰d

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• Discord: 0xHaM☰d#8391

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• Twitter: @arjmandi_hamed

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• Email: h_arjmandi2012@yahoo.com

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Is there a type of play that is more valuable, or do valuable players sell at higher prices regardless of play type?

Try to normalize/control for player and play type to determine which is more important. For example, take some metrics of a high-value player's moment sales regardless of play type. Then, similarly, look at play types regardless of players for this analysis.

Lastly, see if there was any meaningful purchasing behavior for certain players who outperformed in Week 1. For example, did Saquon Barkley's sales increase after he ran for 160 yards and scored a touchdown

Hey there 👋!

Firstly, I appreciate you sticking with it until the conclusion.

I’m Hamed, Ph.D. In Civil Engineering and interested in data science.

I've made many similar dashboards and visualizations since I started at Flipside in January.

Please have a look at my various contact information and let me know what you think.

There was any meaningful purchasing behavior for certain players who outperformed in Week 1.

> To find the answer of this questions I used cumulative sales volume and transactions count of first week players in the next weeks, as following charts, > > As we can see, Trevor Lawrwence and Bryant Young had most sales volume after first week. > > Average/Median/Max/Min is in the highest level for Trevor Lawrwence that followed by Mac Jones.

In the above line charts the cumulative number and volume of sales for certain players who outperformed in Week 1 are shown.

As of these charts, can observed that the number of sales for Mac Jones are trend since July. In the other hand the trend in sales volume permanently are belongs to Tom Brady, that was initially trend in number of sales too, but passed by Mac Jones.

In the follow the trend in the number of sales and volume sales are shown by animated charts.

Total number of sales and total sales volume for first week players in the next weeks are shown in the above two bar charts and percentage share of those in the PIE charts are depicted.

In the week 14, the number of sales and volume were in the highest level.

Tom Brady, Zach Wilson and Lance Briggs were top 3 of most sold places.

Top 3 most sold based on number of sales belongs to Mac Jones, Ja’Marr Chease and Tom Brady with 23.3, 16.2 and 15.3% of total number of sales of first week players, respectively.

Top 3 most sold based on sales volume belongs to Tom Brady, Ja’Marr Chease and Jaylen Waddle with 27.4, 17.8 and 12.6% of total sales volume of first week players, respectively.

In the base of type of play, independent of players, the top 3 most number of sales are belongs to plays of Reception, Rush & Pass types, with 293k, 134k & 83k transactions sales count, respectively. that were in the top 30 in Average/Median/Max/Min metrics too.

In the other hand Tom Brady, Patrick Mahomes II & Justin Herbert with 582.8k, 545.7k & 497k sales volume were in the top 3 places independent of play type, respectively in base of sales volume that all of them positions are Quarterback.

Top 3 in based on total number of sales are belongs to Cooper Kupp, Nick Chubb and Jerry Jeudy, with 7.7k, 5.74k & 5.47k transactions sales count, respectively