biswaranjan07/Data_Analysis

1import streamlit as st 2import pandas as pd3import numpy as np4 5st.title("Introduction to Data Analysis with Python")6st.header("Data Analysis:")7st.write(""" Data analysis with Python uses tools like Pandas to manage data, NumPy for calculations, and Seaborn to create graphs. First, you gather and clean the data. Next,8you explore it to find patterns and use visuals to understand it better. Finally, youinterpret the results to make smart decisions.""")9st.header("Why Python for Data Analysis:")10st.write(""" Python is a programming language that is very popular for data analysis because it’s11easy to learn and has powerful tools for handling and analyzing data. It can work with12large datasets and perform complex calculations quickly. Many people use Python to13visualize data and find trends.""")14st.header("Key Tools in Python for Data Analysis:")15st.write(""" 1. Pandas:This is just like an Excel sheet in Python. It helps you organize and16manipulate data easily.172. NumPy: This is like a calculator for Python. It helps with mathematical operations18on large sets of numbers.193. Seaborn: These tools help you create charts and graphs to visualize your data.""")20st.header("Data")21st.write("""Data is just a collection of facts or information. For example, if you have a list of22numbers like 1, 2, and 3, that's data. If you have names of people, or the temperature on23different days, that's also data. It's basically raw bits of information that can be used to24learn more or make decisions.""")25st.write("There are 3 type of data")26st.subheader("1. Structured", divider=True)27st.subheader("2. Semi Structured", divider=True)28st.subheader("3. Unstructured", divider=True)29 30st.header("1.Structured Data:-")31st.write("●  Structured data is generally tabular data that is represented by columns and rows in a database .")32st.write("●  In structured data , all rows in a table have the same set of columns .")33st.write("●  SQL(STRUCTURED QUERY LANGUAGE) programming language used for structured data.")34 35st.image("https://th.bing.com/th/id/OIP.eJWeix3G5M075lhs0rgCkQAAAA?rs=1&pid=ImgDetMain",width=500)36st.subheader("Examples")37st.write("● SQL Database.")38st.image("https://editor.analyticsvidhya.com/uploads/36882wired1.gif",width=100)39st.write("● Excel files.")40st.image("https://cdn.dribbble.com/users/489311/screenshots/6691380/excel-icons-animation.gif",width=100)41 42st.header("2.Semi Structured Data :-")43st.write("● Semi structured data is information that does not consist of structured data but still has a structure to it.")44st.write("● Semi structured data consist of documents held in Javascript object notation (JSON) format . It also includes key-value stores and graph databases .")45 46st.image("https://static.vecteezy.com/system/resources/previews/013/497/227/non_2x/semi-structured-data-blue-gradient-concept-icon-big-data-type-abstract-idea-thin-line-illustration-both-structured-and-unstructured-data-isolated-outline-drawing-vector.jpg",width=500)47st.subheader("Examples")48st.write("● JSON(Javascript object notation)")49st.image("https://media.lordicon.com/icons/wired/outline/1320-json.gif",width=100)50st.write("● XML(eXtensible markup language)")51st.image("https://data.textstudio.com/output/sample/animated/6/1/5/7/xml-3-17516.gif",width=100)52st.write("● CSV")53st.image("https://media4.giphy.com/media/dXCJBfobvgJRuSnSJg/giphy.gif",width=100)54st.write("● HTML(Hypertext markup language )")55st.image("https://i.giphy.com/media/l3vRfNA1p0rvhMSvS/giphy.gif",width=100)56 57 58st.header("3.Untructured Data :-")59st.write("● data is information that is not organized in a predefined manner or does not have a predefined data model Unstructured .")60st.write("● In unstructured data , all rows in a table have the not same set of columns .")61 62st.image("https://cdn-uploads.huggingface.co/production/uploads/66bcada6d7a9770138ea0b2e/hzC9udE0DWm1WPB91XmSq.png",width=500)63st.subheader("Examples")64st.write("● JPEG")65st.image("https://d27jswm5an3efw.cloudfront.net/app/uploads/2018/10/jpeg-image-file-12.jpg",width=100)66st.write("● VIDEO")67st.image("https://graphic360.in/wp-content/uploads/2020/01/videoAnim.gif",width=100)68st.write("● AUDIO")69st.image("https://i.gifer.com/Nt6v.gif",width=100)70st.write("● PDF")71st.image("https://cdnl.iconscout.com/lottie/premium/thumb/pdf-file-document-9353043-7650397.gif",width=100)72 73 74 75 76 77 78