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ENERGY CONSUMPTION PREDICTION (PYTHON)

Objective: We will predict the energy consumption of appliances across a given sample of households

Dataset: UCI data set for energy consumption

Strategy

  • Read the data
  • Explore the data
  • Clean the data
  • Develop a Linear Regression Model

Step 1: READING THE DATA

import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
import warnings
warnings.filterwarnings("ignore")
df = pd.read_csv('energydata.csv', parse_dates=['date'])
df.head(2)