Exploratory Data Analysis (EDA) Using Python | Python Data Analysis |
Exploratory Data Analysis (EDA)
Analyzing data to find patterns that can be used to verify hypotheses, detect anomalies and complete other actions.
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!pip install sweetviz
!pip install autoviz
!pip install fasteda
!pip install datacleaner
import pandas as pd
from datacleaner import autoclean
df=pd.read_csv("Clean_Dataset1.csv")
df=autoclean(df)
from fasteda import fast_eda
fast_eda(df)
import sweetviz as sv
report=sv.analyze(df)
report.show_html("output.html")
from autoviz.AutoViz_Class import AutoViz_Class
av=AutoViz_Class()
report=av.AutoViz("Clean_Dataset1.csv")
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