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Feature/exploratory data analysis#93

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FrankOyugi wants to merge 19 commits intolearn-co-curriculum:mainlearn-co-curriculum/dsc-phase-2-project-v2-3:mainfrom MyraKadenge:feature/exploratory-data-analysisMyraKadenge/phase-2-project-group-5-housing-analysis:feature/exploratory-data-analysisCopy head branch name to clipboard

+2,560-8

Commits

Commits on Apr 24, 2024

• add group names

  SilviaGworit

  committed
  a0c33a9

• Merge pull request #1 from MyraKadenge/feature/repo-setup

  Show description for fa56e01
  MyraKadenge

  authored
  fa56e01

Commits on Apr 25, 2024

• add overview of project and begin data preparation

  MyraKadenge

  committed
  99ea04d

• Merge pull request #2 from MyraKadenge/feature/data-cleaning

  Show description for b13a4ba
  MyraKadenge

  authored
  b13a4ba

• Transform view column from object to integer

  MyraKadenge

  committed
  edf7fd7

• Merge pull request #3 from MyraKadenge/feature/data-cleaning

  Show description for 0532dd1
  MyraKadenge

  authored
  0532dd1

Commits on Apr 26, 2024

• update business overview, business understanding and data understanding for further data cleaning

  MyraKadenge

  committed
  a5e5332

• drop unnecessary columns

  MyraKadenge

  committed
  0ba6d8b

• check percentages of missing values

  MyraKadenge

  committed
  1d0ea95

• finish handle missing values

  MyraKadenge

  committed
  f53df61

• correct transformed values and change back to categorical variables

  MyraKadenge

  committed
  52bad8e

• Merge pull request #4 from MyraKadenge/feature/data-cleaning

  Show description for ae9cc46
  MyraKadenge

  authored
  ae9cc46

• add eda libraries

  FrankOyugi

  committed
  09231a7

• list your columns

  FrankOyugi

  committed
  909e6ad

• perform linearity check

  FrankOyugi

  committed
  a77318f

• perform correlation check

  FrankOyugi

  committed
  8da2829

• show frequency distribution

  FrankOyugi

  committed
  a17f309

• analyse categorical data

  FrankOyugi

  committed
  af62e83

Commits on Apr 27, 2024

• Data Exploration Complete

  FrankOyugi

  committed
  288f5bd