Observation and Findings

Observation :-

This plot uses the relevance of bins where around 1.175 it seems that most density of Average of High_Low price of stocks were present.

Observation :-

The plot depicts that meeting point of US Dollar and Close which can be more densely seen around 1.20 and 500.

Observation :-

Plot is to scattered which implies that they are weakly correlated and also the regression line lies in the above region of the graph which implies that the relation between the two variables are around values 1.14 and 1.16.

Observation :-

This plot shows the medium line along with the change in the values of High-Low Average which is depreciating towards the end which marks the medium value in the Average_High_Low Column.

Observation :-

The jointplot displays a bivariate density curve on the main plot and univariate density curves on the margins. Also notice that the density curves for the two levels of the hue variable are plotted in different colors where this displays that Axis,Indus and ICICI banks are closely related with US_Dollar around 0-1000 and HDFC and Kotak are among 1000-2000 and also mostly every value of US_Dollar are between 1.05-1.25.

Observation :-

This plot shows different banks and ranges of different months with reference to High-Low Average such as in the month of Sep'20 the average value is 1989.409 with Kotak as the symbol and further more with all the banks and each average.

Observation :-

This plot shows that more dense Average of High-Low are around 0-3 Deliverable Volume and there are some scattered variables which are after 3 and which tells that Deliverable Volume is more densely related to Average_High_Low.

Observation :-

This plot shows that during march, Feb, jan the change in US_Dollar was between 1.22-1.24

This plot shows that during Dec,Nov & Oct the change in US_Dollar was between 1.16-1.20

This plot shows that during Sep the change in US_Dollar was between 1.12-1.14

This plot shows that during July the change in US_Dollar was between 1.12-1.18

This plot shows that during Jun the change in US_Dollar was between 1.08-1.12

This plot shows that during April & May the change in US_Dollar was between 1.08-1.10

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