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Plan out workshop#1

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josephwilson8-nhs wants to merge 30 commits intomainnhsengland/code_your_own_pandas_pipeline:mainfrom joew/plan-out-workshopnhsengland/code_your_own_pandas_pipeline:joew/plan-out-workshopCopy head branch name to clipboard

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Commits

Commits on Dec 12, 2024

• Adds configuration file and updates requirements for environment management and logging

  josephwilson8-nhs

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  097dcc8

• Adds create_tests target to Makefile for automated test file generation

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  c358e56

• Adds tqdm to requirements for enhanced progress bar functionality

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  f2123c4

• Adds data reading functions for mapping and practice level crosstab

  Show description for 4693ee4
  josephwilson8-nhs

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  4693ee4

• Renames project variable in Makefile for consistency

  josephwilson8-nhs

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  a34e9b5

• Enhances read_practice_level_crosstab_files function to accept a filename prefix and adds error handling for missing files

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  359b17f

• Refactors practice level data reading functions to concatenate DataFrames and adds progress bar functionality

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  c18586b

• Adds functions for processing and merging practice level data with mapping data, including data cleaning, merge validation, and interim output saving

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  f491681

Commits on Dec 13, 2024

• Adds seaborn to requirements for enhanced data visualization capabilities

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  c12ad63

• Fix formatting in docstring of read_practice_level_data function for clarity

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  b273856

• Enhances tidy_practice_level_data function to drop rows with missing APPT_STATUS for improved data quality

  josephwilson8-nhs

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  ce975be

• Adds aggregation functions for summarizing practice level appointment data, including pivoting and monthly summaries

  josephwilson8-nhs

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  2ce09a4

• Enhances documentation in aggregations.py to provide clear descriptions of functions for pivoting and summarizing practice-level appointment data

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  4374a18

• Adds calculations module for appointment statistics, including total appointments and attendance rates

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  bd25b08

• Adds plotting module for monthly attendance rates, including point and violin plots, with functionality to save plots and batch processing for multiple summaries

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  b710970

• Implements main function for GP Appointment Data Pipeline, integrating data reading, processing, aggregation, and plotting with optional interim output saving

  josephwilson8-nhs

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  36b0ab2

• Merge remote-tracking branch 'origin/main' into joew/plan-out-workshop

  josephwilson8-nhs

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  7f65533

• Merge remote-tracking branch 'origin/main' into joew/plan-out-workshop

  josephwilson8-nhs

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  ae12ac4

• Refactors data processing by commenting out data replacement and row dropping for testing purposes

  josephwilson8-nhs

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  3b729da

• Enhances appointment data processing by adding support for 'UNKNOWN' category and updating total appointment calculations

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  4087e17

• Updates Makefile to download and extract data file with a generic name and remove the zip after extraction

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  d181527

• Removes unused import statement from calculations.py

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  8f95eb1

• Adds functions to download and extract zip files, enhancing data retrieval capabilities

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  3bafad3

• Adds utility functions for performance measurement and logging; integrates download functionality in the main pipeline

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  49b0f89

• Adds .vscode/ to .gitignore to exclude Visual Studio Code settings from version control

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  6b1079e

Commits on Dec 17, 2024

• Refactors docstrings for clarity and consistency across aggregation functions; updates configuration file description and removes unused import in data_in.py

  josephwilson8-nhs

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  061eae6

• Removes isort configuration from pyproject.toml for cleaner setup

  josephwilson8-nhs

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  5d7fe3c

• Adds unit tests for all modules in code_your_own_pandas_pipeline to improve test coverage

  josephwilson8-nhs

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  0bcc329

• WIP Adds unit tests for calculations module to enhance test coverage and ensure accuracy of appointment metrics

  josephwilson8-nhs

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  b403256

Commits on Dec 18, 2024

• Merge remote-tracking branch 'origin/main' into joew/plan-out-workshop

  josephwilson8-nhs

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  896b764