pages/2_Introduction to Statistics.py

import streamlit as st
st.title(":blue[INTRODUCTION TO STATISTICS]")
st.caption("*The key to uncover insights of hidden stories in the data*")
st.subheader("What is Statistics?", divider="green")
multi = '''Statistics is major backbone for the data analysis which is defined as it is a huge feild which majorly deals with the data.
It majorly collects the data and interprets the data then analyse the collected data and then structurize the analyzed data the whole process is known as statistics'''
st.markdown(multi)
st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/SQGrLA5SXvqTA6UNTLuJO.jpeg",width=400)
st.subheader("Types of Statistics:",divider = "green")
st.markdown("**Basically there are two types of statistics**")
st.markdown("**•	Descriptive Statistics**")
st.markdown("**•	Inferential Statistics**")
st.subheader("1.	Descriptive statistics",divider = "green")
multi = '''It describes the collected data and summarizes the data.
Descriptive statistics majorly deals with sample data.Here the collected data can be sample data or either population data'''
st.markdown(multi)
st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/Ga69t5skAx00O6wfMaqi3.jpeg",width=200)
st.subheader("2.	Inferential statistics",divider = "green")
multi = '''Inferential statistics is if we want to tell about population data with the help of sample data then it is used'''
st.markdown(multi)
st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/T10w8HCqCSGjesJOHOtNy.jpeg",width=200)
st.subheader("**Sample Data**",divider="red")
multi = '''Sample data is subset of population data as we can't collect entire data for every analysis we collect only subpart of entire data'''
st.markdown(multi)
st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/sgyh-tU1llkeiLC4nhZ6B.png",width=200)
st.subheader("**Population Data**",divider="red")
multi = '''Population data is everything together in data is population data.It means the entire data collection without any missing data.
Population data is superset and sample data is subset of population data.Population data is exact information of data while sample data may have sampling error'''
st.markdown(multi)
st.image("https://cdn-uploads.huggingface.co/production/uploads/66bde9bf3c885d04498227a0/G3dCia3t4jrXbvyUKmKa7.png",width=200)