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31 changes: 31 additions & 0 deletions projects/9-Electricity Consumption Worldwide
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#Electricity Consumption Worldwide
import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

#Importing Data
data = pd.read_csv("World_Per_Capita_Electricity_Consumption.csv")
data.info()

#Data Preprocessing
data.describe()
data.isnull().sum()
data['Entity'].unique()
len(data['Entity'].unique())
data['Entity'].value_counts()

#Here we take Example of India
india_electricity_consumption = data[data['Entity']=='India']
india_electricity_consumption.head()
india_electricity_consumption.tail()

#Mathermatical Model & Visulization
plt.figure(figsize = (10,7))
sns.barplot(x = 'Year',
y = 'Per capita electricity (kWh)',
hue = 'Entity',
data = india_electricity_consumption)
plt.xticks(rotation = 90)
plt.title("India Electricity Consumption")
plt.show()