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The data that can best be represented by a line chart is time series data. This type of data shows how something changes over a long or short period of time.
A data series refers to a set of related values or observations that are organized in a specific order. It can be used to represent trends, patterns, or relationships over time or across variables. Data series are commonly used in graphs, charts, or visualizations to present and analyze data in a structured and organized manner.
If you want a single best fit to all the data you collected, what difference does it make whether you collected them all at the same time or in two different runs ? Why not just merge the two data series, and call them a single data set.
Time series is one type.
This forecasting model uses historical data to try to predict future events.