To make a map from AVO data, first the data must be cleaning and condition. Because, the AVO data is unstructured and in one Common Mid Point (CMP) not be shooting from all angle. So, in this case I used Pandas to do data cleaning and formatting, until we can extract the map from this data.
Then after that, we select the reference area that produce hydrocarbon. Then we look for the AVO curve and do cross-correlation with another AVO curve from all CMP data. Finally we can see the area with the same AVO curve as the AVO curve from the reference area.
Skills: Python, Numpy, Pandas, Matplotlib, Seaborn