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    When using a log scale for plotting, keep in mind that values cannot be zero or negative. To handle negative values, you can:
    maxcandocia.com
    1. Use a symmetric log scale that scales logarithmically to both sides of 0.
      stackoverflow.com
    2. Add a constant value to the data prior to applying the log transform.
      sas.com
    3. Remember that log(-x) = iπ + log(x).
      stackexchange.com
    Dealing with Zeros and Negative Values with a Log Scale - Max Candocia
    A log-scaled axis does have its limitations, though. Namely, values cannot be zero or negative, since the logarithm of those values are not defined for the real numbers.
    maxcandocia.com
    https://maxcandocia.com/article/2020/Aug/30/log-scale-zero-and-negative-values/
    python - Plot negative values on a log scale - Stack Overflow
    You can use plt.yscale('symlog') to set the scale to a symmetic log scale. This means that it will scale logarithmically to both sides of 0. Only using the negative part of the sym…
    Stack Overflow
    https://stackoverflow.com/questions/43372499/plot-negative-values-on-a-log-scale
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    Log transformations: How to handle negative data values?
    A common technique for handling negative values is to add a constant value to the data prior to applying the log transform. The transformation is therefore log (Y+a) where a is the…
    SAS
    https://blogs.sas.com/content/iml/2011/04/27/log-transformations-how-to-handle-negative-data-values.html
    Log of a negative number - Mathematics Stack Exchange
    It comes from the identity eiπ + 1 = 0, we rearrange this to be log(−1) = iπ, then for any negative number, log(−x) = log((−1) ⋅ (x)) = log(−1) + log(x) = iπ + log(x)
    Stack Exchange
    https://math.stackexchange.com/questions/2089690/log-of-a-negative-number
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