Harika22 commited on
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Update pages/1_Introduction to Data_Analysis.py

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pages/1_Introduction to Data_Analysis.py CHANGED
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+ import streamlit as st
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+ st.title(":blue[Introduction to Data Analysis]")
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+ st.caption("***From data dust to diamond insights — analysis is the alchemy***")
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+ st.subheader("What is Data Analysis?...",divider="green")
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+ multi = '''The process of inspecting the data , cleaning the data and transforming the data into meaningful sights from extracting the data that is collected.
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+ It is the process of systematically applying statistical, logical, and computational techniques to describe, summarize, and evaluate the data.
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+ '''
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+ st.markdown(multi)
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+ st.subheader("Types of Data",divider="green")
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+ multi = '''For performing the data analysis we need to know the type of data that we collected . Majorly data is divided based on the pre-defined structure.
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+ Based on this data is classified into three types.
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+ '''
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+ st.markdown(multi)
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+ multi=''':violet[1.Structured data]'''
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+ st.markdown(multi)
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+ multi=''':violet[2.Unstructured data]'''
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+ st.markdown(multi)
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+ multi=''':violet[3.Semi-Structured data]'''
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+ st.markdown(multi)
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+ st.subheader("1.Structured Data",divider="red")
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+ multi = '''Structured data is well-formatted and organized data.
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+ It is usually in tabular format known as RDBMS("Relational Database Management System") where the data is stored in rows and columns.
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+ It is easy to search and typically known as quantitative data.
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+ Examples of structured data is - Excel files(.xlsx), SQL files etc...
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+ '''
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+ st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/ewYq-ld-Fr7SCE7Th0idQ.png")
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+ st.markdown(multi)
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+ st.subheader("2.Unstructured Data",divider="red")
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+ multi = '''Unstructured data is not pre-definely formatted and organized data.
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+ This type of data doesn't fit into rows and columns it is combination of text, images and audio etc..
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+ It is not easy to analyse and perform the analysis typically known as qualitative data.
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+ Examples of unstructured data is - Text, images, audios, videos etc...
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+ '''
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+ st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/o96nGe5pQ7EkbXTdjOkpW.png")
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+ st.markdown(multi)
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+ st.subheader("3.Semistructured Data",divider="red")
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+ multi = '''Semi structured data is a hybrid of structured and unstructured data.
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+ As the data is combination of both it is much more difficult for analysis.
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+ Examples of semi-structured data is - csv files, json files and xml files
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+ '''
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+ st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/Gz_AZKg8M7e9K96TsVenU.png")
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+ st.marldown(multi)