Offset well identification and parameter selection

A non-transitory computer-readable medium storing instructions that, when executed by at least one processor of a computing system, cause the computing system to perform operations, the operations comprising:

• receiving historical well data comprising trajectories, performance data, and one or more drilling parameters for a plurality of wells;
• clustering at least a portion of the plurality of wells into a plurality of clusters based on the trajectories, using a machine learning model;
• receiving trajectory data for a subject well;
• identifying one of the clusters based on the trajectory data of the subject well, using the machine learning model;
• selecting one or more of the plurality of wells, or one or more sections thereof, in the cluster that was identified based on the performance data associated with the one or more of the plurality of wells or the portion thereof;
• and
• visualizing the selected one or more of the plurality of wells or one or more sections thereof.

A computing system, comprising:

• one or more processors;
• and
• a memory system comprising one or more non-transitory computer-readable media storing instructions that, when executed by at least one of the one or more processors, cause the computing system to perform operations, the operations comprising:
• receiving historical well data comprising trajectories, performance data, and one or more drilling parameters for a plurality of wells;
• clustering at least a portion of the plurality of wells into a plurality of clusters based on the trajectories, using a machine learning model;
• receiving trajectory data for a subject well;
• identifying one of the clusters based on the trajectory data of the subject well, using the machine learning model;
• selecting one or more of the plurality of wells, or one or more sections thereof, in the cluster that was identified based on the performance data associated with the one or more of the plurality of wells or the portion thereof;
• and
• visualizing the selected one or more of the plurality of wells or one or more sections thereof.