https://github.com/abdallaabker/petrophysical-well-logs-from-several-wells

Introduction to Dataset:¶ This dataset consists of petrophysical well logs from several wells. This is a relational dataset. You need to prepare data step by step as mentioned below and try to extract some insights and valuable information. DEPTH_MD: This column is measured depth in meter. (Continuous data) WELL: Well name (Categorical data) X_LOC: Geographical X location in UTM system. (Continuous data) Y_LOC: Geographical Y location in UTM system. (Continuous data) GROUP: The interval of rocks that can include several FORMATION (Categorical data) FORMATION: The interval of rocks that has geological special meaning (Categorical data) DTC: This log is a measurement of acoustic wave in rocks inside oil and gas well (Continuous data) PEF: This is photoelectric log helping to recognize lithology (Continuous data) NPHI: This is a Neutron log for porosity evaluation. (Continuous data) RHOB: This is rock medium density measurements(Continuous data) lithology_name: type of the rocks (Categorical data)
https://github.com/abdallaabker/petrophysical-well-logs-from-several-wells

Last synced: 19 days ago
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Introduction to Dataset:¶ This dataset consists of petrophysical well logs from several wells. This is a relational dataset. You need to prepare data step by step as mentioned below and try to extract some insights and valuable information. DEPTH_MD: This column is measured depth in meter. (Continuous data) WELL: Well name (Categorical data) X_LOC: Geographical X location in UTM system. (Continuous data) Y_LOC: Geographical Y location in UTM system. (Continuous data) GROUP: The interval of rocks that can include several FORMATION (Categorical data) FORMATION: The interval of rocks that has geological special meaning (Categorical data) DTC: This log is a measurement of acoustic wave in rocks inside oil and gas well (Continuous data) PEF: This is photoelectric log helping to recognize lithology (Continuous data) NPHI: This is a Neutron log for porosity evaluation. (Continuous data) RHOB: This is rock medium density measurements(Continuous data) lithology_name: type of the rocks (Categorical data)

• Host: GitHub
• URL: https://github.com/abdallaabker/petrophysical-well-logs-from-several-wells
• Owner: AbdallaAbker
• Created: 2021-12-07T18:28:23.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2021-12-07T18:50:32.000Z (about 3 years ago)
• Last Synced: 2024-11-09T21:44:36.407Z (3 months ago)
• Language: Jupyter Notebook
• Size: 667 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Introduction to Dataset:¶

This dataset consists of petrophysical well logs from several wells. This is a relational dataset. You need to prepare data step by step as mentioned below and try to extract some insights and valuable information.

DEPTH_MD: This column is measured depth in meter. (Continuous data)

WELL: Well name (Categorical data)

X_LOC: Geographical X location in UTM system. (Continuous data)

Y_LOC: Geographical Y location in UTM system. (Continuous data)

GROUP: The interval of rocks that can include several FORMATION (Categorical data)

FORMATION: The interval of rocks that has geological special meaning (Categorical data)

DTC: This log is a measurement of acoustic wave in rocks inside oil and gas well (Continuous data)

PEF: This is photoelectric log helping to recognize lithology (Continuous data)

NPHI: This is a Neutron log for porosity evaluation. (Continuous data)

RHOB: This is rock medium density measurements(Continuous data)

lithology_name: type of the rocks (Categorical data)