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Combining Well Log Data With Formation Tops in Python for Petrophysics

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Andy McDonald

When working with well log data we often have to deal with different data sources and sampling rates. One area where we commonly experience this is with well log data and formation tops. Formation top data contains a formation name along with a single depth reference, whereas well log data is regularly depth sampled.

In this video I will go over the process on how to create a master dataframe with well log data and formation tops data.

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PYTHON FOR DATA ANALYSIS: Data Wrangling with Pandas, NumPy, and IPython
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FUNDAMENTALS OF PETROPHYSICS
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PETROPHYSICS: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties
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WELL LOGGING FOR EARTH SCIENTISTS
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GEOLOGICAL INTERPRETATION OF WELL LOGS
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