Methodology

1. First, the ==most valuable moments== are extracted from the Flipside data based on the ==play-type== and also the ==name of the player==. The most valuable players in each day are also obtained by using their maximum traded price from flow.core.ez_nft_sales.
2. Then some question will answer; ==What are the play-type of the most valuable players?==
3. In the following, the value of moments is evaluated independently according to the name of the players and the play-type.
4. It seems that the ==value of the players== should be related to their ==position==, that's why the relationship of this feature with the price is also analyzed.
5. At the end, the data related to each player will extract, which you can select the player's name to get results such as the ==sales volume==, the ==number of related transactions==, the ==number of buyers and sellers==, the ==minimum, maximum and median== sales prices and etc.

You can get the names of the players from this link.

Image Source

Introduction

In the previous dashboard, we got familiarized with NFL Moments and explained how they are produced and how they are valuable. The sales volume of NFL moments, users, prices, etc have been discussed.

Now the results will be discussed in terms of play-types and player names. The purpose of this analysis is to investigate the price trend of NFLs based on the players and their relationship with the play-type. The most valuable moments are analyzed based on the play-type and also the player, and the key points in their valuation are stated.

Also, considering the start of the new season, the relationship between the volume of NFL sales based on players' names and the quality of their play in the first weeks is analyzed.

Image Source

Analysis

Details about each Player

In this section:

• By ==entering the name of player==, details such as ==sales volume==, ==average price==, ==number of buyers and sellers==, ==number of transactions== and their ==price distribution== can be seen.
• A number of ==players' names== are listed below, but you can also search for more names from this link, ==enter them in the parameter== section at the ==top of the page== and see the relevant details.

Observations:

In the charts below, the maximum price for each moment is used for analysis.

• As it is clear from the ==graph on the right==, the most expensive or, in other words, the ==most valuable moment== based on the ==play-type==, is the Reception with a price of 50K USD. The second place is Pass, which was sold for 45K USD, and Player Melt is in the third place with a price of 31.5K USD. The value of rests has a big difference from these 3 types.
• The ==top 3 players in terms of price== are: Odell Beckham Jr, Aaron Rodgers and Patrick Mahomes II.
• Odell Beckham and Patrick have been traded in the last 30 days and if we look at the chart below, can see the most valuable moments in each day.
• As mentioned, Reception, Pass and Player Melt are the most expensive in the play-types order, and you can see the most valuable players in each of these play-types in the bottom right graph.
• ==Aaron Rodgers==, who is one of the most valuable players, has a ==Pass== play-type and ==Odell Beckham== has a ==Reception== play-type.

Observations:

In the graphs on the left, the average price is included.

• The ==relationship== between the ==price of moments== and ==players==, as well as their ==play-type==, is specified.

• The ==most valuable players have the Player Melt play-type==.

• From both graphs on the right side, it is clear that the ==highest number of valuable players== is related to Player Melt and second is related to Pass.

  \

• The graph shows the average price of players and play-types compared to the number of their buyers.
• ==Most buyers tend to buy cheap moments.==
• ==Many buyers== have chosen ==Micah Parsons== to ==buy==, and on the other hand, Player type ==Reception==, ==Rush== and ==Pass== are also among the ==most popular play-types==.

Observations:

• ==The bubble chart on the right== shows the ==relationship== between ==players==, their ==positions== and their ==prices==.

  The results are categorized according to the position of the players and the size of the bubbles is proportional to the price of the players.

• The most valuable players play in Wide Receiver and Quarterback positions.

Observations:

• Saquon Barkley is one of the NFL players who showed good performance in the first week of the games, ran for more than 160 yards and scored a touchdown.
• The graph of the sales volume shows that ==his excellent performance in the first week and the points he earned had a positive effect on the sales volume==, so that with an amazing ==growth of 32 times== compared to the previous day, the ==sales volume== reached 52K USD. This process continued on September 12 and made a record of 65.35K USD.
• The ==number of transactions== also ==grew greatly== in those two days, and as it is clear from the price distribution chart, on September 11 and 12, ==users had a high desire to buy this player at high prices.==

Conclusion:

As a conclusion from the discussed graphs and results, it can be said that first of all, since the moments are produced from real events in NFL games, their price has a high correlation with news, players' names, and player performance.

On the other hand, the play-type also has a great impact on a player to be trend. For example, in soccer, you hear the name of C.Ronaldo as an attacker more than the name of a player who plays defense. As a result, it can be said that the price of moments has a positive correlation with the name of the player and his play-type.

Top 3 players in terms of value in order:

• Odell Beckham Jr,
• Aaron Rodgers
• Patrick Mahomes II

Top 3 play-type in terms of value in order:

• Reception
• Pass

Player Melt

Also, the performance of a player and the points he earns also have a high impact on the value and sales volume of a moment, and it is better to follow this data from the NFL website so that a better decision can be made in buying and selling moments.

Be in touch with me

Thank you for being with me so far in this analysis. If you have any questions, you can ask through the following ways. I will be pleased to answer the questions.

Discord: mr_nobody73#9620

Twitter: Mr_Nobody73