Introduction to Plotly

introduction-plotly-1.py

# Data manipulation
import pandas as pd

# Mathematical operation
import numpy as np

# Data viz
import plotly
import plotly.graph_objects as go
from plotly.subplots import make_subplots

# Data set in list of JSON
data = [
    {
        'Fruit': 'Apples',
        'Sales': 15750
    },
    {
        'Fruit': 'Avocados',
        'Sales': 10000
    },
    {
        'Fruit': 'Bananas',
        'Sales': 25750
    },
    {
        'Fruit': 'Blueberries',
        'Sales': 10750
    },
    {
        'Fruit': 'Grapes',
        'Sales': 13750
    },
    {
        'Fruit': 'Lemons',
        'Sales': 10750
    },
    {
        'Fruit': 'Oranges',
        'Sales': 12750
    },
    {
        'Fruit': 'Peaches',
        'Sales': 10250
    },
    {
        'Fruit': 'Strawberries',
        'Sales': 14500
    },
    {
        'Fruit': 'Watermelon',
        'Sales': 12000
    }
]

# Convert list of JSON into data frame
df = pd.DataFrame(data)

# Show the dimension of data
print('Dimension of data: {row} rows and {column} columns'.format(
        row = len(df),
        column = len(df.columns)
    )
)