import streamlit as st
import pandas as pd
st.markdown("""
""", unsafe_allow_html=True)
st.snow()
st.title("INTRODUCTION TO DATA ANALYSIS")
st.header("What does the term data refers to?")
st.subheader("Data")
st.markdown("""
Data refers to a collection of information gathered from various sources. Here are a few examples:
""", unsafe_allow_html=True)
st.markdown("""
- Images
- Text
- Videos
- Audio recordings
""",unsafe_allow_html=True)
st.image("https://cdn-uploads.huggingface.co/production/uploads/64c972774515835c4dadd754/qpmLGi47ucDCWYEi8eZhE.png",caption="An Example of Data",width=400)
st.header("What is Data Analysis?")
st.subheader("Data Analysis")
st.markdown("""Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, drawing conclusions, and supporting decision-making
based on the problem statement.This applied on various filed like business,science,health care etc""")
st.image("https://cdn-uploads.huggingface.co/production/uploads/64c972774515835c4dadd754/QMUIDv2eboPvohbRe2yua.png",caption="An Example of Data Analysis",width=400)
st.header("Data Classification")
st.subheader("Structured Data")
st.markdown("""
Structured data is organized and formatted, making it easy to search, analyze, and store in databases. Common examples include:
- Excel Documents
- SQL Databases
""", unsafe_allow_html=True)
st.image('https://cdn-uploads.huggingface.co/production/uploads/64c972774515835c4dadd754/dSbyOXaQ6N_Kg2TLxgEyt.png', width=400)
st.subheader("Unstructured Data")
st.markdown("""
Unstructured data doesn't follow a specific format and is often difficult to organize. Examples include:
- Images
- Videos
- Text documents
- Social Media Feeds
""", unsafe_allow_html=True)
st.image("https://cdn-uploads.huggingface.co/production/uploads/64c972774515835c4dadd754/xhaNBRanDaj8esumqo9hl.png", width=400)
st.subheader("Semi-Structured Data")
st.markdown("""
Semi-structured data contains elements of both structured and unstructured data. Examples include:
- CSV Files
- JSON Files
- Emails
- HTML Documents
""", unsafe_allow_html=True)
st.image("https://cdn-uploads.huggingface.co/production/uploads/64c972774515835c4dadd754/Nupc6BePInRVo9gJwLfWH.png", width=400)