Jupyter Notebook $1\mathrm{.}3.$

Figure $1\mathrm{.}1$: Example of histograms with different binning.

Recreate the plots shown in Fig. $1\mathrm{.}1$ with the following requirements:

The data file histdatalab$1.$txt is available on the course web site. Load this file using numpy loadtxt method taking care to handle the directory path correctly.

Use command np$.$shape$($data$)$ to see the how many elements and which type of array

Print text "Printing first five entries:" and then print first five entries of the array.

Create four histograms using numpy histogram with $5,20,40$ and $80$ bins. Reminder: a histogram is a set of bins, with a comnt corresponding to each bin.

Plot$-$four histograms as horizontally stucked subplots using matplotlib subplots method.

Add appropriate axis labels and legend for each plot.