Ranking of programming languages.

Visualize the ratings of programming languages according to the TIOBE index.

# Import libraries
import matplotlib.pyplot as plt
import pandas as pd

import marsilea as ma
import marsilea.plotter as mp

Load data

data = {
    "Programming Language": ["Python", "C++", "C", "Java", "C#", "JavaScript",
                             "Go", "Visual Basic", "Fortran", "SQL"],
    "Ratings": [16.12, 10.34, 9.48, 8.59, 6.72, 3.79, 2.19, 2.08, 2.05, 2.04],
}
data = pd.DataFrame(data).set_index("Programming Language")

images = {
    "Python": "https://upload.wikimedia.org/wikipedia/commons/thumb/c/c3/Python-logo-notext.svg/1200px-Python-logo-notext.svg.png",
    "C++": "https://upload.wikimedia.org/wikipedia/commons/thumb/1/18/ISO_C%2B%2B_Logo.svg/1822px-ISO_C%2B%2B_Logo.svg.png",
    "C": "https://upload.wikimedia.org/wikipedia/commons/1/19/C_Logo.png",
    "Java": "https://static-00.iconduck.com/assets.00/java-icon-1511x2048-6ikx8301.png",
    "C#": "https://upload.wikimedia.org/wikipedia/commons/4/4f/Csharp_Logo.png",
    "JavaScript": "https://upload.wikimedia.org/wikipedia/commons/6/6a/JavaScript-logo.png",
    "Go": "https://upload.wikimedia.org/wikipedia/commons/thumb/2/2d/Go_gopher_favicon.svg/2048px-Go_gopher_favicon.svg.png",
    "Visual Basic": "https://upload.wikimedia.org/wikipedia/commons/thumb/4/40/VB.NET_Logo.svg/2048px-VB.NET_Logo.svg.png",
    "Fortran": "https://upload.wikimedia.org/wikipedia/commons/thumb/b/b8/Fortran_logo.svg/2048px-Fortran_logo.svg.png",
    "SQL": "https://upload.wikimedia.org/wikipedia/commons/4/44/SQL_%D0%BB%D0%BE%D0%B3%D0%BE%D1%82%D0%B8%D0%BF.png",
}

Plot

c = ma.ZeroWidth(5)
c.add_right(mp.Image([images[lang] for lang in data.index]))
c.add_left(mp.Labels(data.index, fontweight=600), pad=.1)
c.add_right(mp.Numbers(data['Ratings'], color="#009FBD", label="Rating"), pad=.1)
c.add_title("https://www.tiobe.com/tiobe-index/", align="left", fontsize=10, fontstyle="italic")
c.add_title("TIOBE Index July 2024", align="left", fontweight=600)
c.render()