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import streamlit as st
from module.cards import welcome, about_me
from module.dataset import eda
from module.load_data import data
from module.data_viz import visualization
import numpy as np
from datetime import datetime
global LOW, HIGH, SEQUENCE, RESET
LOW = 10.0*np.ones((46,7))
HIGH = 20.0*np.ones((46,7))
SEQUENCE = ['seq 1','seq 2','seq 3','seq 4','seq 5','seq 6','average_marks']
RESET = True
st.set_page_config(
page_title="ICT Mark's Dashboard",
page_icon="📢",
layout="wide")
st.title("📊 :red[ICT Mark's] Dashboard")
welcome()
about_me()
date = f"{datetime.today().date()} {datetime.today().hour}:{datetime.today().minute}:{datetime.today().second}"
#page = st.selectbox('Select page:', ['Dataset','EDA', 'Data Viz'])
tab1, tab2, tab3 = st.tabs(['**Dataset**','**EDA**', '**Data Viz**'])
with tab1:
st.info(f"You select Dataset page at the {date}", icon="💂")
col1, col2, col3, col4 = st.columns(4)
if col1.button(':orange[**highlight >10/20**]'):
st.dataframe(data.style.highlight_between(axis=None, color="#fffd75", left=LOW, right=HIGH,
subset=SEQUENCE), use_container_width=True)
RESET = False
if col2.button(':orange[**highlight max**]'):
st.dataframe(data.style.highlight_max(color="green", subset=SEQUENCE), use_container_width=True)
RESET = False
if col3.button(':orange[**highlight min**]'):
st.dataframe(data.style.highlight_min(color="red", subset=SEQUENCE), use_container_width=True)
RESET = False
if RESET:
st.dataframe(data, use_container_width=True)
if col4.button(':black[**reset**]'):
st.dataframe(data, use_container_width=True)
with st.expander("👁 Read more"):
st.markdown("""
This dataset is an :red[ICT Mark's] data come from the evaluation of the Tebap students. The attributes are defined as follows:
> 1. :orange[$seq_{i, i = (1,2,3,4,5,6)}$]: are the 6 sequences that
Tebap student's had undergone during school year 2018-2019.
> 2. :orange[age]: the age of the students.
> 3. :orange[gender]: the gender of the students (M or F).
> 4. :orange[form]: the class of students.
> 5. :orange[average_marks]: the annual ICT mark's of each student.
""")
with tab2 :
st.info(f"You select EDA page at the {date}", icon="💂")
st.header('Exploratory Data Analysis')
eda()
with tab3:
st.info(f"You select Data Viz page at the {date}", icon="💂")
st.header('Visualization')
visualization()
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