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Feature/read me#143

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jerrynarkiso wants to merge 80 commits intolearn-co-curriculum:mainlearn-co-curriculum/dsc-phase-2-project-v2-3:mainfrom ggeorgekkariuki:feature/read-meggeorgekkariuki/Kings-Country-Housing-Project:feature/read-meCopy head branch name to clipboard

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Commits on Apr 27, 2024

• Import libraries and loading and reading of data

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• Revert "Import libraries and loading and reading of data"

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• Import libraries and loading and reading of data

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• handling of missing values

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• changing data types and creating new columns

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• checking and removal of outliers

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• Business understanding overview

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• editing the data cleaning notebook

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Commits on Apr 28, 2024

• feature enigneering and editing my markdown cells

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• Initial stages of understanding the data

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• feature enigneering and editing my markdown cells

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Commits on Apr 29, 2024

• Undoing the dropping of outliers

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• Updating the age_renovated feature

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• Updated age_renovated feature

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• Convert the bedroom feature into a categorical feature

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• delete outlier df

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• checking how price is distributed

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• log transformation

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• checking the relationship between dependent variable and numeric independent variables

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• categorical variables

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• correlation heatmap

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• added bedrooms as categorical variable

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Commits on Apr 30, 2024

• univariate analysis for independent variables

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• log transformation of the independent variables

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• editing the numeric variables

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• editing the correlation heatmap

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• editing the categorical variables code

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• reload

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• changing zipcode and floors data type to categorical

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• Updated Data Understanding

  

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• Updated data understanding

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• Resolved the data understanding section

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• Delete student.ipynb

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• Rename newstudent.ipynb to student.ipynb

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• Business Understanding

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• Message

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• edits

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• viewing the yr_built column

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• distribution for yr_built

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• age_built distribution

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• Data Understanding

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• Data Understanding

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• Updated data understanding document

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• Updated data understanding

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• Delete newstudent.ipynb

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• Delete student.ipynb

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• Updated document

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• Merge branch 'feature/data-understanding' of https://github.com/ggeorgekkariuki/Kings-Country-Housing-Project into feature/data-understanding

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• edit

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• Updated document

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• adding

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• new change

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Commits on May 1, 2024

• Merge pull request #10 from ggeorgekkariuki/feature/businessunderstanding

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• Merged feature/data-understanding to Main

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• Edit markdown in data understanding section

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• Merged feature/data-cleaning to Main

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• Cleaning the Main

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• Reorganisation of the data understanding section

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• Final edits of the data understanding

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• Removing previous branches data

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• Merging Visualisations to Main

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• Reorganising the Data Visualisation section

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• Reformat the data cleaning section

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• Merging feature/simple-linear-regression into Main

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• Adding libraries to the notebook

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• Adding libraries to the notebook

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• Refactoring the simple linear regression section

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• Merging feature/mlr-analysis to Main

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• Adjusted the MLR Functions

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• Updated readme

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• Updated readme

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• Update README.md

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• Updated readme

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• visualization image

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• image

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• updated readme

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• Updated readme

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• Updated readme

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• Add summary in the SLR section

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Commits on May 3, 2024

• changing the model r-squared values to reflect the new model readings

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