https://github.com/muhammadmoeezkhan/medical-data-analysis

Python Pandas Program That Analyses Medical Data Using Series and Data Frames
https://github.com/muhammadmoeezkhan/medical-data-analysis

pandas-dataframe pandas-series python

Last synced: 3 months ago
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Python Pandas Program That Analyses Medical Data Using Series and Data Frames

• Host: GitHub
• URL: https://github.com/muhammadmoeezkhan/medical-data-analysis
• Owner: MuhammadMoeezKhan
• Created: 2022-09-15T13:48:49.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-25T00:45:34.000Z (over 1 year ago)
• Last Synced: 2025-01-24T11:22:24.230Z (4 months ago)
• Topics: pandas-dataframe, pandas-series, python
• Language: Python
• Homepage:
• Size: 79.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Medical-Analysis

#### I programmed a Python project to demonstrate the use of the Pandas Python library (Series, DataFrames, Overloaded, Higher-Order functions), and Numpy to analyze existing medical data!

#### Program Utilizes:

- Creating Serie/Data Frame objects

- Using High-Order and Built-In Pandas functions:

  - s.max(), s.std(), s.count(), and many more

  - s.map()

  - df.apply()

  - lambda functions

  - dataframe filtrations

- Series and DataFrame conversions

- Using Overloaded functions and boolean operators

- Series and DataFrame Data Structure Slicing/Selection

- Delimiter: separator of content while parsing a file --> regex

- Headers: data file --> row numbers

- Name: array --> data file --> column names

- Row Number Count: number of lines to read in the data file

#### Program Functionalities:

- Accessing, Altering, Manipulating, Filtering, and Searching Serie/Data Frame contents

- Using filtration techniques to find patients according to search queries

- Standardizes the entire data collection use of data statistical values