Python/C2/Using-the-plot-command-interactively/English-timed
From Script | Spoken-Tutorial
Timing | Visual Cue |
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0:00 | Hello Friends and welcome to the tutorial on creating simple plots using iPython. |
0:06 | I hope you have IPython running on your computer. |
0:10 | At the end of this tutorial, you will be able to,
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0:20 | Lets start ipython. |
0:22 | Open the terminal and type ipython -pylab and hit enter. |
0:35 | Pylab is a python library which provides plotting functionality. |
0:39 | It provides many other important mathematical and scientific functions. |
0:43 | After running IPython -pylab in the shell you will see some information about ipython and pylab followed by the In[1] prompt. |
0:55 | But if you get an error like `ERROR: matplotlib could NOT be imported! Starting normal IPython.` |
1:02 | Then you will have to install the matplotlib and run this command again. |
1:08 | Now type 'linspace' followed by a '?' mark in your ipython shell |
1:19 | as the documentation says, it returns num evenly spaced samples, calculated over the interval start and stop. |
1:29 | To illustrate this, lets try to generate 100 points. |
1:33 | Type linspace within brackets 1 comma 100 comma 100 and hit enter. |
1:47 | As you can see a sequence of numbers from 1 to 100 appears. |
1:52 | Now lets try to generate 200 points between 0 and 1. |
1:57 | we do that by typing linspace within brackets 0 comma 1 comma 200. |
2:11 | Here,0 is the start , 1 the stop and 200 the number of points. |
2:18 | In linspace the start and stop points can be integers, decimals , or constants. |
2:24 | Let's try and get 100 points between minus pi to pi. |
2:30 | Here 'pi' is a constant defined by pylab. |
2:34 | Save this to the variable,say p. |
2:52 | If we now type len within brackets p we will get the no. of points. |
3:05 | len function gives the no of elements of a sequence. |
3:11 | Let's try and plot a cosine curve between minus pi and pi. For this we use the plot command. Here cos(p) gets the cosine value at every point corresponding to point p. |
3:50 | We can save cos(p) to variable cosine and then plot it using the plot function. |
3:57 | Now to clear the plot ,we use the clf closing brackets function |
4:19 | This is done because if we wish to make another plot, it will overlap the previous plot. |
4:25 | As we do not wish to clutter the area with overlaid plots , we just clear it with clf(). |
4:34 | Now lets try a sine plot. |
5:04 | We can study the plot better on the plot window by using the various options available on it. |
5:11 | Let us have a look at these options. |
5:14 | As we can observe, moving the mouse pointer along the plot gives us the location of each point on the plot |
5:26 | To the bottom left of the window,there are a few buttons. |
5:30 | The right most among them is for saving the file. |
5:35 | Just click on it and type the file name. |
5:48 | We will save the plot by the name sin_curve in pdf format. |
6:00 | As you can see we can specify the format of file from the dropdown. |
6:05 | Formats like png ,eps ,pdf, ps are available. |
6:17 | Left to the save button is the slider button by which we can specify the margins. |
6:25 | Left to this is the zoom button by which we can zoom into the plot. |
6:30 | Just specify the region to zoom into. |
6:40 | The button to the left of it can be used to move the axes of the plot. |
6:50 | The next two buttons with left and right arrow icons change the state of the plot and take it to the previous state it was in. |
7:00 | It more or less acts like the back and forward button in a browser. |
7:06 | The last one is 'home' referring to the initial plot. |
7:13 | Pause the video here, try out the following exercise and resume the video. |
7:20 | Plot (sin(x) into sin(x)) by x. |
7:26 | 1. Save the plot by the sin square by x.pdf in pdf format. |
7:33 | Second one. Zoom and find the maxima. |
7:37 | 3. Bring it back to initial position.
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7:44 | Now, lets revise quickly what we have learnt today. |
7:49 | To Study Ipython with pylab. |
7:52 | To Use the linspace function to create num equally spaced points in a region. |
7:57 | To Find the length of sequences using len function. |
8:01 | Plot mathematical functions using plot. |
8:05 | To clear drawing area using clf. |
8:08 | To Use the UI of plot for studying it better and using functionality like save,zoom and moving the plots on x and y axis. |
8:23 | Create 100 equally spaced points between minus pi by 2 and pi by 2? |
8:31 | Second one is. How do you clear a figure in ipython?
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8:36 | The third one. How do you find the length of a sequence? |
8:43 | And the answers are, |
8:45 | 1.We use the command linspace within brackets minus pi by 2 comma pi by 2 comma 100 to create 100 equally spaced lines between the points minus pi by 2 and pi by 2. |
9:03 | Second one. We use clf closing bracket function to clear a figure. |
9:11 | Third one. len within brackets sequence_name is the function used to find out the length of a sequence.
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9:20 | Hope you have enjoyed and found it useful. |
9:24 | Thank you! |