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    which of the following is not a visualization under matplotlib 1 point scatter plot histogram box plot table plot

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    get which of the following is not a visualization under matplotlib 1 point scatter plot histogram box plot table plot from screen.

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    Click here 👆 to get an answer to your question ✍️ Which of following is not a visualization under matplotlib?Scatter PlotTable PlotHistogramBox Plot​

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    4. Visualization with Matplotlib

    Chapter 4. Visualization with Matplotlib We’ll now take an in-depth look at the Matplotlib tool for visualization in Python. Matplotlib is a multiplatform data visualization library built on NumPy arrays, … - Selection from Python Data Science Handbook [Book]

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    Python Data Science Handbook by Jake VanderPlas

    Python Data Science Handbook by Jake VanderPlas Chapter 4. Visualization with Matplotlib

    We’ll now take an in-depth look at the Matplotlib tool for visualization in Python. Matplotlib is a multiplatform data visualization library built on NumPy arrays, and designed to work with the broader SciPy stack. It was conceived by John Hunter in 2002, originally as a patch to IPython for enabling interactive MATLAB-style plotting via gnuplot from the IPython command line. IPython’s creator, Fernando Perez, was at the time scrambling to finish his PhD, and let John know he wouldn’t have time to review the patch for several months. John took this as a cue to set out on his own, and the Matplotlib package was born, with version 0.1 released in 2003. It received an early boost when it was adopted as the plotting package of choice of the Space Telescope Science Institute (the folks behind the Hubble Telescope), which financially supported Matplotlib’s development and greatly expanded its capabilities.

    One of Matplotlib’s most important features is its ability to play well with many operating systems and graphics backends. Matplotlib supports dozens of backends and output types, which means you can count on it to work regardless of which operating system you are using or which output format you wish. This cross-platform, everything-to-everyone approach has been one of the great strengths of Matplotlib. It has led to a large userbase, which in turn has led to an active developer base and Matplotlib’s powerful tools and ubiquity within the scientific Python world.

    In recent years, however, the interface and style of Matplotlib have begun to show their age. Newer tools like ggplot and ggvis in the R language, along with web visualization toolkits based on D3js and HTML5 canvas, often make Matplotlib feel clunky and old-fashioned. Still, I’m of the opinion that we cannot ignore Matplotlib’s strength as a well-tested, cross-platform graphics engine. Recent Matplotlib versions make it relatively easy to set new global plotting styles (see “Customizing Matplotlib: Configurations and Stylesheets”), and people have been developing new packages that build on its powerful internals to drive Matplotlib via cleaner, more modern APIs—for example, Seaborn (discussed in “Visualization with Seaborn”), ggplot, HoloViews, Altair, and even Pandas itself can be used as wrappers around Matplotlib’s API. Even with wrappers like these, it is still often useful to dive into Matplotlib’s syntax to adjust the final plot output. For this reason, I believe that Matplotlib itself will remain a vital piece of the data visualization stack, even if new tools mean the community gradually moves away from using the Matplotlib API directly.

    General Matplotlib Tips

    Before we dive into the details of creating visualizations with Matplotlib, there are a few useful things you should know about using the package.

    Importing matplotlib

    Just as we use the np shorthand for NumPy and the pd shorthand for Pandas, we will use some standard shorthands for Matplotlib imports:

    In[1]: import matplotlib as mpl

    import matplotlib.pyplot as plt

    The plt interface is what we will use most often, as we’ll see throughout this chapter.

    Setting Styles

    We will use the plt.style directive to choose appropriate aesthetic styles for our figures. Here we will set the classic style, which ensures that the plots we create use the classic Matplotlib style:

    In[2]: plt.style.use('classic')

    Throughout this section, we will adjust this style as needed. Note that the stylesheets used here are supported as of Matplotlib version 1.5; if you are using an earlier version of Matplotlib, only the default style is available. For more information on stylesheets, see “Customizing Matplotlib: Configurations and Stylesheets”.

    show() or No show()? How to Display Your Plots

    A visualization you can’t see won’t be of much use, but just how you view your Matplotlib plots depends on the context. The best use of Matplotlib differs depending on how you are using it; roughly, the three applicable contexts are using Matplotlib in a script, in an IPython terminal, or in an IPython notebook.

    Plotting from a script

    If you are using Matplotlib from within a script, the function plt.show() is your friend. plt.show() starts an event loop, looks for all currently active figure objects, and opens one or more interactive windows that display your figure or figures.

    So, for example, you may have a file called myplot.py containing the following:

    # ------- file: myplot.py ------

    import matplotlib.pyplot as plt

    import numpy as np

    x = np.linspace(0, 10, 100)

    plt.plot(x, np.sin(x))

    plt.plot(x, np.cos(x))

    plt.show()

    You can then run this script from the command-line prompt, which will result in a window opening with your figure displayed:

    $ python myplot.py

    The plt.show() command does a lot under the hood, as it must interact with your system’s interactive graphical backend. The details of this operation can vary greatly from system to system and even installation to installation, but Matplotlib does its best to hide all these details from you.

    One thing to be aware of: the plt.show() command should be used only once per Python session, and is most often seen at the very end of the script. Multiple show() commands can lead to unpredictable backend-dependent behavior, and should mostly be avoided.

    स्रोत : www.oreilly.com

    Multiple Choice Question For Plotting with PyPlot Class 12 IP

    Multiple Choice Question For Plotting with PyPlot Class 12 Informatics Practices (IP) 1. Which Python package is used for 2D graphics?

    Multiple Choice Question For Plotting with PyPlot Class 12 IP

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    Multiple Choice Question For Plotting with PyPlot Class 12 Informatics Practices (IP)

    1. Which Python package is used for 2D graphics?

    (a) matplotlib.pyplot

    (b) matplotlib.pip

    (c) matplotlib.numpy

    (d) matplotlib.plt

    2. The most popular data visualization library in Python is:

    (a) pip (b) matinfolib (c) matplotlib (d) matpiplib

    3. Matplotlib allows you to create:

    (a) table (b) charts (c) maps (d) infographics

    4. Which of the following is not a visualization under matplotlib?

    (a) Scatter plot (b) Histogram (c) Box plot (d) Table plot

    5. Which plot displays the distribution of data based on the five-number summary?

    (a) Scatter plot (b) Line plot (c) Box plot (d) Chart plot

    6. Which of the following commands is used to install matplotlib for coding?

    (a) import plt.matplotlib as plot

    (b) import plot.matplotlib as pt

    (c) import matplotlib.plt as plot

    (d) import matplotlib.pyplot as plt

    7. Which of the following methods should be employed in the code to display a plot()?

    (a) show() (b) display() (c) execute() (d) plot()

    8. Which of the following statements is used to create a histogram of 'step' type with 20 bins?

    (a) plt.hist(x, bins = 20, histype = "barstacked")

    (b) plt.hist(x, bins = 20)

    (c) plt.hist(x, bins = 20, histype = "step")

    (d) plt.hist(x, bins = 20, histype = hist()

    9. Which of the following plots makes it easy to compare two or more distributions on the same set of axes?

    (a) Box plot (b) Histogram

    (c) Frequency polygon

    (d) Bar chart

    10. The part of chart which identifies different sets of data plotted on plot by using different colours is called:

    (a) legends (b) title (c) axes (d) figure

    11. Which of the following is an incorrect example of savefig() function?

    (a) plt.savefig("bar1.pdf")

    (b) plt.savefig("bar1.png")

    (c) plt.savefig("bar1.eps")

    (d) plt.savefig("bar1.ppt")

    12. Which of the following plots makes it easy to compare two or more distributions on the same set of axes?

    (a) Box plot (b) Histogram

    (c) Frequency polygon

    (d) Bar chart

    13. Consider the snippet given below:

    import matplotlib.pyplot as plt

    #arr1, arr2 defined here

    colors = ['r', 'b', 'K', 'g, 'm']

    sizes = [50, 120, 220, 150, 80]

    plt.scatter(arr1, arr2, c = colors, s = sizes, marker = "s")

    With reference to the above code, what will be the shape of marker?

    (a) square (b) circle (c) star (d) diamond

    14. With reference to the code, what will be the colour of the last point?

    import matplotlib.pyplot as plt

    #arr1, arr2 defined here

    colors = ['r', 'b', 'K', 'g, 'm']

    sizes = [50, 120, 220, 150, 80]

    plt.scatter(arr1, arr2, c = colors, s = sizes, marker = "s")

    (a) Red (b) Blue (c) Black (d) Magenta

    15. The scatter() function:

    (a) is a powerful method of creating scatter plots than plot() function

    (b) can create line graph

    (c) can create bar graph

    (d) None of the above

    16. PyPlot is an interface of Python's _____ library.

    (a) seaborn (b) plotly (c) ggplot (d) matplotlib

    17. For 2D plotting using a Python library, which library interface is often used ?

    (a) seaborn (b) plotly (c) matplotlib

    (d) matplotlib.pyplot

    18. Which of the following is not a valid chart type ?

    (a) histogram (b) statistical (c) pie (d) box

    19. Which of the following is not a valid plotting function of pyplot ?

    (a) plot() (b) bar() (c) line() (d) pie()

    20. Which of the following plotting functions does not plot multiple data series?

    (a) plot() (b) bar() (c) pie() (d) barh()

    21. The plot which tells the trend between two graphed variables is the _____ graph/chart.

    (a) line (b) scatter (c) bar (d) pie

    22. The plot which tells the correlation between two variables which may not be directly related is _____ graph/chart.

    (a) line (b) scatter (c) bar (d) pie

    23. A _____ is a summarisation tool for discrete or continuous data.

    (a) quartile (b) histogram (c) mean (d) median

    24. A visual representation of the statistic five number summary of a given dataset is known as _____.

    (a) histogram

    (b) frequency distribution

    (c) boxplot

    (d) frequency polygon

    25. Which of the following functions is used to create a line chart?

    (a) line() (b) plot() (c) chart() (d) plotline()

    26. Which of the following function will produce a bar chart?

    (a) plot() (b) bar() (c) plotbar() (d) barh()

    27. Which of the following function will create a vertical bar chart ?

    (a) plot() (b) bar() (c) plotbar() (d) barh()

    28. Which of the following function will create a horizontal bar chart ?

    (a) plot() (b) bar() (c) plotbar() (d) barh()

    29. To specify the style of line as dashed, which argument of plot() needs to be set ?

    स्रोत : www.pathwalla.com

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    Mohammed 9 day ago
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    Guys, does anyone know the answer?

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