Computer Science > SOLUTIONS MANUAL > CS 400>unstructured_test (2).p (All)
CS 400>unstructured_test (2).p
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#!/usr/bin/env python # coding: utf-8 # **Run the Cell to import the packages** # In[1]: import pandas as pd import numpy as np import csv # **Fill in the Command to load your CSV dataset "imdb... .csv" with pandas** # In[2]: #Data Loading imdb=pd.read_csv('imdb.csv') imdb.columns = ["index","text","label"] print(imdb.head(5)) # **Data Analysis** # # - Get the shape of the dataset and print it. # # - Get the column names in list and print it. # # - Group the dataset by **label** and describe the dataset to understand the basic statistics of the dataset. # # - Print the first three rows of the dataset # In[3]: data_size =imdb.size print(data_size) imdb_col_names =imdb.columns print(imdb_col_names) print( imdb.groupby('label').describe() ) print(imdb.iloc[:3] ) # **Target Identification** # # Execute the below cell to identify the target variables. If 0 it is a bad review,if it is 1 it is a good review. # # In[4]: imdb_target=imdb['label'] print(imdb_target) [Show More]
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