A startup that goes by the name Molten, wants to analyze user data to identify patterns that can help improve user engagement. Use the provided user data to answer questions related to using statistical measures.

Q$1$ how can statistical measures be used to identify patterns in user engagement data? $($find and plot all statisical measuresfor customer lifetime value with response and income$)$

Q$2.$ Use measures of central tendency and dispersion to identify trends in user engagement data. $($Find and plot all statistical measures for Customer Lifetime Value with Response and Income$)$

Q$3.$ Use the interquartile range to identify potential outliers in user engagement data.

Q$4.$ What data acquisition methods can be used to gather relevant user engagement data for analysis?

Q$5.$ How can cleaning data using filters help identify and remove invalid or incomplete user engagement data?