Zero_to_Hero_ML / pages /Data_Collection.py
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Update pages/Data_Collection.py
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import streamlit as st
import pandas as pd
import numpy as np
custom_css = """
<style>
html, body, [data-testid="stAppViewContainer"] {
background-image: linear-gradient(
rgba(0, 0, 0, 0.6),
rgba(0, 0, 0, 0.6)
),
url("https://www.istockphoto.com/photo/tech-or-space-background-abstract-3d-illustration-gm1367865109-437999705?utm_source=pixabay&utm_medium=affiliate&utm_campaign=SRP_photo_sponsored&utm_content=https%3A%2F%2Fpixabay.com%2Fphotos%2Fsearch%2Fbackground%2520datascience%2F&utm_term=background+datascience.jpg");
background-size: cover;
background-position: center;
background-repeat: no-repeat;
background-attachment: fixed;
color: white; /* Ensures all text is readable */
}
h2, h3 {
color: #FFD700; /* Gold color for headings */
}
p {
color: #FFFFFF; /* White text for paragraphs */
}
.stButton>button {
background-color: #4CAF50; /* Green */
color: white;
padding: 10px 24px;
border: none;
border-radius: 5px;
text-align: center;
font-size: 16px;
margin: 4px 2px;
transition-duration: 0.4s;
cursor: pointer;
}
.stButton>button:hover {
background-color: #45a049; /* Darker Green on hover */
color: white;
}
.stButton>div:nth-child(1)>button {
background-color: #2196F3; /* Blue */
}
.stButton>div:nth-child(2)>button {
background-color: #f44336; /* Red */
}
.stButton>div:nth-child(3)>button {
background-color: #FF9800; /* Orange */
}
</style>
"""
# Inject the CSS into the app
st.markdown(custom_css, unsafe_allow_html=True)
st.markdown("<h2 style='text-align: center; color: Black;'>📊🔍What is Data </h2>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"Raw facts, figures, or other information gathered for analysis, reference, or use in decision-making processes are called as data. It serves as the foundation for several processes in a variety of domains, such as machine learning, which uses to provide insights and train models."
"</p>",
unsafe_allow_html=True
)
st.markdown("Data can come in various forms, including text, numbers, images, videos, or signals, and is usually categorized into three main types:")
st.markdown("1. Structured data")
st.markdown("2. Unstructured data")
st.markdown("3. Semi-Structured data")
st.markdown("<h3 style='text-align: left; color: Black;'>📊Structured data </h3>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"Organized in a predefined format, typically in rows and columns (e.g., spreadsheets, relational databases)."
"</p>",
unsafe_allow_html=True
)
st.markdown("<h3 style='text-align: left; color: Black;'>🖼️Unstructured data </h3>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"Does not follow a predefined structure, such as text documents, images, and videos."
"</p>",
unsafe_allow_html=True
)
st.markdown("<h3 style='text-align: left; color: Black;'>🗂️Semi-Structured data </h3>", unsafe_allow_html=True)
st.markdown(
"<p style='font-size: 16px; color: White; font-style: italic;'>"
"Has elements of both structured and unstructured data, like JSON or XML files."
"</p>",
unsafe_allow_html=True
)
# Buttons for each stage
st.markdown("### Types of Data:")
col1, col2,col3 = st.columns(3)
with col1:
if st.button("EXCEL"):
st.switch_page("pages/excel_Files.py")
if st.button("CSV"):
st.switch_page("pages/info_of_CSV.py")
with col2:
if st.button("XML"):
st.switch_page("pages/Info_of_XML.py")
if st.button("JSON"):
st.switch_page("pages/Info_of_Json.py")
if st.button("HTML"):
st.switch_page("pages/Info_of_HTML.py")
with col3:
if st.button("IMAGE"):
st.switch_page("pages/Info _of_Image.py")
if st.button("Video"):
st.switch_page("pages/Info_of_Video.py")