ম্যাটপ্লটলিব

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [2, 5, 3, 8]

plt.plot(x, y, marker="o")

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [5, 3, 7, 2, 8]

plt.scatter(x, y)

plt.show()

import matplotlib.pyplot as plt

student = ["সাকিব", "তানিম", "তায়িফ", "মনির"]
numbers = [80, 65, 90, 75]

plt.bar(student, numbers)

plt.show()

import matplotlib.pyplot as plt

student = ["সাকিব", "তানিম", "তায়িফ", "মনির"]
numbers = [80, 65, 90, 75]

plt.barh(student, numbers)

plt.show()

import matplotlib.pyplot as plt

numbers = [
    10, 12, 15, 15,
    18, 20, 20, 22,
    25, 28, 30
]

plt.hist(numbers, bins=5)

plt.show()

import matplotlib.pyplot as plt

values = [40, 30, 20, 10]
labels = [
    "পাইথন",
    "পিএইচপি",
    "জাভাস্ক্রিপ্ট",
    "জাভা"
]

plt.pie(
    values,
    labels=labels,
    autopct="%1.1f%"
)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]

python = [20, 25, 30, 35]
php = [15, 20, 18, 22]
javascript = [10, 15, 20, 25]

plt.stackplot(
    x,
    python,
    php,
    javascript,
    labels=[
        "পাইথন",
        "পিএইচপি",
        "জাভাস্ক্রিপ্ট"
    ]
)

plt.legend()

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [2, 5, 3, 8, 6]

plt.stem(x, y)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [2, 4, 3, 7, 5]

plt.step(x, y)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [2, 5, 3, 7, 6]

plt.plot(x, y)

plt.fill(x, y)

plt.show()

import matplotlib.pyplot as plt

x  = [1, 2, 3, 4, 5]
y1 = [2, 4, 3, 6, 5]
y2 = [1, 2, 1, 3, 2]

plt.fill_between(x, y1, y2)

plt.show()

import matplotlib.pyplot as plt

data = [
    [10, 12, 15, 18, 20],
    [15, 17, 20, 22, 25],
    [8, 10, 12, 14, 16]
]

plt.boxplot(data)

plt.show()

import matplotlib.pyplot as plt

data = [
    [10, 12, 15, 18, 20],
    [15, 17, 20, 22, 25],
    [8, 10, 12, 14, 16]
]

plt.violinplot(data)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [10, 15, 13, 18]
e = [1, 2, 1, 2]

plt.errorbar(
    x,
    y,
    yerr=e,
    fmt="o"
)

plt.show()

import matplotlib.pyplot as plt

data = [
    [1, 3, 5, 7],
    [2, 4, 6, 8]
]

plt.eventplot(data)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 2, 3, 3, 3, 4, 4, 5]
y = [1, 2, 3, 2, 3, 4, 3, 4, 5]

plt.hexbin(
    x,
    y,
    gridsize=4
)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [1, 2, 3, 4]

z = [
    [1, 2, 3, 4],
    [2, 3, 4, 5],
    [3, 4, 5, 6],
    [4, 5, 6, 7]
]

plt.contour(x, y, z)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3, 4]
y = [1, 2, 3, 4]

z = [
    [1, 2, 3, 4],
    [2, 3, 4, 5],
    [3, 4, 5, 6],
    [4, 5, 6, 7]
]

plt.contourf(x, y, z)

plt.show()

import matplotlib.pyplot as plt

data = [
    [1, 2, 3],
    [4, 5, 6],
    [7, 8, 9]
]

plt.imshow(data)

plt.show()

import matplotlib.pyplot as plt

data = [
    [1, 2, 3],
    [4, 5, 6],
    [7, 8, 9]
]

plt.pcolormesh(data)

plt.show()

import matplotlib.pyplot as plt

x = [1, 2, 3]
y = [1, 2, 3]

u = [1, 0, -1]
v = [0, 1, -1]

plt.quiver(x, y, u, v)

plt.show()