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Hi I tried to analyze a dataset, of USDT concurrency and following is the frequency distribution I received for log return

enter image description here

I need this dataset to fit for a particular distribution. Can we suggest this which analyzing it using the histogram?

Statistical Values USDT

Count   3917
Mean    -0.000005
Standard Deviation  0.007162
Variance    0.00005129
Skewness    2.2677868
Kurtosis    3.1428571
Minimum -0.076961
Maximum 0.104360
Median  0.000000

following are the descriptive statistics I used.

I need to use either excel or python for this

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  • $\begingroup$ That is one ugly distribution. $\endgroup$
    – user2974951
    Feb 13, 2019 at 10:08
  • $\begingroup$ yes. The analysis has been done using closing price log returns. Not the price was used. I have no idea here. $\endgroup$
    – Hiru
    Feb 13, 2019 at 10:09
  • $\begingroup$ Have you tried using a normal distribution with the given parameters? See how well it fits? Try decreasing the variance too. $\endgroup$
    – user2974951
    Feb 13, 2019 at 10:16

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