Data Analysis With Python - Study Mode

[#1] What is the primary purpose of the "pivot_table" function in Pandas when aggregating data?
Correct Answer

(A) Aggregate and summarize data

[#2] In Python, which library is commonly used for geospatial data analysis and mapping, especially in geographic information systems (GIS)?
Correct Answer

(D) GeoPandas

[#3] Which Python library is often used for anomaly detection and outlier analysis in time series data?
Correct Answer

(D) PyOD

[#4] What is the primary purpose of the "unstack" method in Pandas when working with hierarchical index data?
Correct Answer

(A) Pivot a level of the index

[#5] In Python, which library is commonly used for working with data stored in the Apache Parquet file format?
Correct Answer

(D) pyarrow