Are there many meme-related hits in the early morning? Data analysis shows that this is indeed the case

  • The frequency of "Golden Dog" meme tokens significantly increases after 9 p.m. Beijing time, peaking between 3 a.m. and 6 a.m., based on data analysis of top 1,000 tokens from Pump.fun.
  • Expanding the study to top 200 and 2,000 market cap tokens confirms this trend, with early morning hours showing the highest activity.
  • Even if users miss the initial wave, there's still opportunity: TOP 20 tokens take an average of 52.7 hours to reach their first peak and 58.7 days to achieve top status.
  • Data sources include Pump.fun's front-end API, which provides token details like creation time and market cap rankings, allowing tracking of emerging trends.
Summary

Original | Odaily Planet Daily (@OdailyChina)

Author|Nan Zhi (@Assassin_Malvo)

"Tonight there is another 1,000-fold Golden Dog", "Take a nap and miss the 100-fold", I wonder if you have ever had this experience, the Golden Dog always sneaks up when you are not around, and by the time you react, the market value has exceeded eight figures. So, when is the Golden Dog most frequent? Do you have to be online during this time to have a chance? Odaily will review it in this article.

When does the Golden Dog appear?

We first take the top 1,000 tokens from Pump.fun as the research object, and get the token creation time points as follows. The creation time point 0 is equal to the creation time of the token from 0: 00 to 1: 00 Beijing time, and so on. It can be clearly seen from the figure that after 21:00 in the evening, the frequency of Golden Dog jumped from 2% to 4%, and continued to rise, reaching a peak between 3:00 and 6:00 in the morning, and then fell back to 2% -3% in the morning.

Are there many meme-related hits in the early morning? Data analysis shows that this is indeed the case

To verify whether this rule is correct, we expanded the research objects and added the tokens of the top 200 and top 2000 market capitalizations. For a more intuitive presentation, we added a bar chart as follows. It can be seen that for the tokens of the top 2000 market capitalizations, the frequency of the golden dogs starting to increase significantly after 21:00, and the frequency of the golden dogs starting to appear between 3 and 6 in the morning also has a significant advantage.

Are there many meme-related hits in the early morning? Data analysis shows that this is indeed the case

Are there many meme-related hits in the early morning? Data analysis shows that this is indeed the case

Is there still a chance if I miss the night?

It is difficult for most users to buy in the early morning, so will there be no chance if you miss the first wave in the early morning? The author counted the intervals between the creation of the TOP 20 tokens and the peak of the first wave, and the results are shown in the figure below. It took an average of 52.7 hours to ferment to the peak of the first wave, and it took an average of 58.7 days to reach the current TOP 20 status. It can be seen that even if you miss the opening, there is still enough time to get on board.

Are there many meme-related hits in the early morning? Data analysis shows that this is indeed the case

Data Source

The Pump market capitalization ranking can be obtained through the Pump front-end API, including more than ten pieces of information such as token address, symbol, creation and end time, etc. The TOP tokens can be obtained through this API. The author has tested that the top 2050 tokens in terms of market capitalization can be obtained.

For tokens that are not in the ranking, the creation time can be obtained through the front-end API. The last transaction of this API is the first purchase transaction of dev, and the creation time of the token can be obtained through this transaction.

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Author: Odaily星球日报

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