Streamlit

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  1. Bank Account Opening Form

    Question 1 of 5

    • Create app to simulate bank account opening form. The app should have: - Appropriate Title and Header. - Text input for First Name, Middle Name, Last Name , Address, Email. - Date input for date of birth. - Number input for phone number. - Selection input for account type (savings, current, fixed deposit). - Checkbox for I agree to the terms and conditions. - Submit button that shows summary of the entered data on click. - You should also send a confirmation email to user's email address.

  2. Electricity Price Calculator

    Question 2 of 5

    • Create app to calculate electricity price based on units consumed. The app should have: - Appropriate Title and Header. - Text input for user name. - Number input for electricity consumption in kWh (unit). - A button called Calculate that shows total price on clicking.
    Electricity Price Slabs:
    Units ConsumedPrice per UnitExample Calculation
    0 - 204.00 per unitEg: 15 units = 15 * 4 = 60
    21 - 306.5 per unitEg: 25 units = 20 * 4 + (25 - 20) * 6.5 = 112.5
    30 - 5010 per unitEg: 40 units = 20 * 4 + 10 * 6.5 + (40 - 30) * 10 = 245
    Above 5012 per unitEg: 60 units = 20 * 4 + 10 * 6.5 + 20 * 10 + (60 - 50) * 12 = 465
    Electricity price slabs based on units consumed.

  3. Salary In-hand Calculator

    Question 3 of 5

    • Create an app to calculate in-hand salary based on gross salary and deductions. The app should have: - Appropriate Title and Header. - Number input for yearly gross salary. - Number input for deductions (insurance, CIT, provident fund, etc.). - Boolean input for marital status. - Calculate button that shows in-hand salary (monthly, yearly) on click. - Note: Tax rate is applied after ssf & CIT deduction. - salary_in_hand = gross_salary - ssf - cit - tax_calculated_below
    Tax Slabs for Salary Calculation:
    UnmarriedMarriedRate
    Upto 5 LakhUpto 6 Lakh0 if ssf deduction else 1%
    5 Lakh - 7 Lakh6 Lakh - 8 Lakh10%
    7 Lakh - 10 Lakh8 Lakh - 11 Lakh)20%
    10 Lakh - 20 Lakh11 Lakh - 20 Lakh30%
    20 Lakh - 50 Lakh20 Lakh - 50 Lakh36%
    Above 50 LakhAbove 50 Lakh39%
    Tax slabs for calculating in-hand salary based on gross salary and marital status.

  4. Interactive Data Visualization

    Question 4 of 5

    • Create app to visualize data interactively. The app should have: - Appropriate Title and Header. - Read file heart_disease.csv to create dataframe [static]. - Drop down filter to select Gender. - Range slider to filter Age. - You can add other filters as well based on instinction. - Create Histogram to show age distribution. - Create Bar chart to show count of heart_stroke by gender. - Create Scatter plot of sysBP vs diaBP colored by heart_stroke. - Create Box plot of BMI per education_level. - You can add other interactive visuals based on your instinction.

  5. EDA Report Generator

    Question 5 of 5

    • Create an app to generate EDA report dynamically. The app should have: - Appropriate Title and Header. - File uploader to upload csv and file. - Drop Down to select pre-defined separator. - A button called Generate Report that displays EDA report on click.
    • EDA Report Requirement: - Display shape, column names, data types, duplicate counts. - Chart to display missing values per column. - Show summary statistics for numeric columns. - Show correlation heatmap for numeric columns. - Download Report button to save the pandas profiling report.