Python-3.4.3/C2/Plotting-Data/English-timed

From Script | Spoken-Tutorial
Revision as of 12:21, 30 May 2019 by PoojaMoolya (Talk | contribs)

(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)
Jump to: navigation, search
Time
Narration
00:01 Hello Friends. Welcome to the tutorial on "Plotting data ".
00:06 In this tutorial, we will learn about

Define a list of numbers.

00:12 Perform element-wise squaring of the list.
00:16 Plot data points.

and Plot errorbars.

00:21 To record this tutorial, I am using

Ubuntu Linux 14.04 operating system

00:29 Python 3.4.3

IPython 5.1.0

00:36 To practise this tutorial, you should know how to

run basic Python commands on the ipython console

00:44 Use Plots interactively
00:47 Embellish a plot

. If not, see the relevant Python tutorials on this website.

00:56 Let us first open the Terminal by pressing Ctrl+Alt+T keys simultaneously.

Now, type ipython3 and press Enter.

01:10 Let us initialise the pylab package.

Type %pylab and press Enter.

01:20 Let us see an example for plotting the data related to a Simple Pendulum.
01:26 For a simple pendulum L is directly proportional to the square of time T.

We will be plotting L and T square values.

01:38 Let us use the data shown here for plotting.
01:43 First let us initiate 'l' and 't' values.
01:48 We initiate them as sequence of values. This is also called as List.
01:56 Type l equal to within square brackets values and press Enter
02:06 t equal to within square brackets the values and press Enter
02:15 Now we will obtain square of t by using function square.
02:21 Type tsquare=square within parentheses t and press Enter
02:33 Now type tsquare and press Enter
02:39 We see the values of array tsquare
02:44 Now to plot L versus T square, we will simply type

plot within parentheses l comma tsquare comma within single quotes dot and press Enter

03:01 We see the required plot.
03:05 You can also specify 'o' for filled circles.
03:10 For this let us clear the plot first.

Type clf parentheses Enter

03:20 So the plot is clear now.
03:24 Now type,

plot within parentheses l comma tsquare comma within single quotes o and press Enter

03:36 We see the plot with filled circles.
03:40 Pause the video. Try this exercise and then resume the video.

Plot the given experimental data with large dots. The data is on your screen.

03:55 Use the error data given here for plotting.
03:59 We shall again initialize the sequence values in the same manner as we did for l and t.
04:07 So, type delta underscore l equal to within square bracket the values and press Enter
04:20 delta underscore t within square bracket the values and press Enter
04:29 Now to plot L versus T square with an error bar, we use the function errorbar().
04:37 So type, errorbar within parentheses l comma tsquare comma xerr equalto delta underscore l comma y underscore err equalto delta underscore t comma fmt equal to within single quotes bo

and press Enter

05:08 We see the plot L versus T square with an error bar.
05:14 You can explore other options of errorbar using the documentation of errorbar.

That is, errorbar question mark

05:27 Pause the video. Try this exercise and then resume the video.
05:33

Plot the given experimental data with small dots.

Also include the error in your plot.

05:42 Use the data given here for plotting.
05:47 This brings us to the end of this tutorial. In this tutorial, we have learned to,

Declare a list of numbers using the function array.

05:59 Perform element-wise squaring using the square function.
06:04 Use various options available for plotting like dots, lines etc.
06:11 Plot experimental data such that we can also represent error by using the errorbar() function.
06:20 Here are some self assessment questions for you to solve.
06:25 Square the following sequence distance underscore values equal to within square brackets 2.1 comma 4.6 comma 8.72 comma 9.03
06:39 Plot L versus T in red pluses.
06:44 And the answers,

To square a sequence of values, we use the function square.

06:51 So square within parentheses distance underscore values
06:57 Answer to the second question

We pass an additional argument stating the desired parameter

07:04 So plot within parentheses L comma T comma within single quotes r plus for red pluses
07:16 Please post your timed queries in this forum.
07:21 Please post your general queries on Python in this forum.
07:27 FOSSEE team coordinates the TBC project.
07:31 Spoken-tutorial is funded by NMEICT, MHRD, Govt. of India.

For more details, visit this website.

07:42 This is from IIT Bombay signing off.

Thank You

Contributors and Content Editors

PoojaMoolya