NCA-GENM Exam Dumps | When working with geospatial data in conjunction with text data (e.g., analyzing tweets related to specific

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Question 15/192

When working with geospatial data in conjunction with text data (e.g., analyzing tweets related to specific geographical locations), what are some of the key challenges in terms of data curation and quality assessment, and how can these challenges be addressed?

A. Geospatial data is inherently accurate and requires no specific curation or quality assessment.

B. Inaccurate or ambiguous geolocation information in text data, which can be addressed by using geocoding services and verifying location accuracy with external data sources.

C. Different coordinate systems and projections used in geospatial datasets, which can be resolved by transforming all data to a common coordinate system.

D. The sparsity of geospatial data in certain regions, which can be mitigated by using spatial interpolation techniques to estimate values in unobserved areas.

E. The lack of tools for analyzing geospatial data with textual information, requiring custom software development.

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