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Feature/read me #143

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4c76d75
Import libraries and loading and reading of data
Geraldkigotho Apr 27, 2024
e59a105
Revert "Import libraries and loading and reading of data"
Geraldkigotho Apr 27, 2024
a33381e
Import libraries and loading and reading of data
Geraldkigotho Apr 27, 2024
17622e5
handling of missing values
Geraldkigotho Apr 27, 2024
37b91f1
changing data types and creating new columns
Geraldkigotho Apr 27, 2024
8dd9115
checking and removal of outliers
Geraldkigotho Apr 27, 2024
7978393
Business understanding overview
Wangari-web Apr 27, 2024
d64223c
editing the data cleaning notebook
Geraldkigotho Apr 27, 2024
db91c72
feature enigneering and editing my markdown cells
Geraldkigotho Apr 28, 2024
3330d23
Initial stages of understanding the data
jerrynarkiso Apr 28, 2024
7339bf3
feature enigneering and editing my markdown cells
Geraldkigotho Apr 28, 2024
9302050
Undoing the dropping of outliers
ggeorgekkariuki Apr 29, 2024
37566d1
Updating the age_renovated feature
ggeorgekkariuki Apr 29, 2024
0742c21
Updated age_renovated feature
ggeorgekkariuki Apr 29, 2024
d49ca17
Convert the bedroom feature into a categorical feature
ggeorgekkariuki Apr 29, 2024
c2e2660
delete outlier df
Annbellah Apr 29, 2024
18408a7
checking how price is distributed
Annbellah Apr 29, 2024
42ef00c
log transformation
Annbellah Apr 29, 2024
caae6be
checking the relationship between dependent variable and numeric ind…
Annbellah Apr 29, 2024
9dd32ab
categorical variables
Annbellah Apr 29, 2024
cb96b4b
correlation heatmap
Annbellah Apr 29, 2024
e74f6bd
added bedrooms as categorical variable
Annbellah Apr 29, 2024
f0d3ad1
univariate analysis for independent variables
Annbellah Apr 30, 2024
14cdae7
log transformation of the independent variables
Annbellah Apr 30, 2024
69dac27
editing the numeric variables
Annbellah Apr 30, 2024
9d382a0
editing the correlation heatmap
Annbellah Apr 30, 2024
fc2ade5
editing the categorical variables code
Annbellah Apr 30, 2024
39322c6
reload
Annbellah Apr 30, 2024
36f2e22
changing zipcode and floors data type to categorical
Geraldkigotho Apr 30, 2024
a21619a
Updated Data Understanding
Apr 30, 2024
1852f12
Updated data understanding
jerrynarkiso Apr 30, 2024
1c28a27
Resolved the data understanding section
jerrynarkiso Apr 30, 2024
3683507
Delete student.ipynb
jerrynarkiso Apr 30, 2024
136c205
Rename newstudent.ipynb to student.ipynb
jerrynarkiso Apr 30, 2024
db79fdb
Business Understanding
Wangari-web Apr 30, 2024
2e1f6fd
Message
ggeorgekkariuki Apr 30, 2024
f55f12c
edits
Annbellah Apr 30, 2024
c1676a3
viewing the yr_built column
Annbellah Apr 30, 2024
ded2dba
distribution for yr_built
Annbellah Apr 30, 2024
f9915b6
age_built distribution
Annbellah Apr 30, 2024
578940b
Data Understanding
Wangari-web Apr 30, 2024
ebc8788
Data Understanding
Wangari-web Apr 30, 2024
0ab8ffe
Updated data understanding document
jerrynarkiso Apr 30, 2024
ff2548a
Updated data understanding
jerrynarkiso Apr 30, 2024
81c372a
Delete newstudent.ipynb
jerrynarkiso Apr 30, 2024
954be19
Delete student.ipynb
jerrynarkiso Apr 30, 2024
b5aa465
Updated document
jerrynarkiso Apr 30, 2024
e2a110f
Merge branch 'feature/data-understanding' of https://github.com/ggeor…
jerrynarkiso Apr 30, 2024
6f27f3c
edit
marionrion Apr 30, 2024
d16f658
Updated document
jerrynarkiso Apr 30, 2024
cc4f40a
adding
marionrion Apr 30, 2024
82119d3
new change
marionrion Apr 30, 2024
ea693cc
Merge pull request #10 from ggeorgekkariuki/feature/businessunderstan…
ggeorgekkariuki May 1, 2024
e638e2e
Merged feature/data-understanding to Main
ggeorgekkariuki May 1, 2024
b977f80
Edit markdown in data understanding section
ggeorgekkariuki May 1, 2024
8587a4d
Merged feature/data-cleaning to Main
ggeorgekkariuki May 1, 2024
5819541
Cleaning the Main
ggeorgekkariuki May 1, 2024
6ec7c36
Reorganisation of the data understanding section
ggeorgekkariuki May 1, 2024
37d00dc
Final edits of the data understanding
ggeorgekkariuki May 1, 2024
502911a
Removing previous branches data
ggeorgekkariuki May 1, 2024
f88286a
Merging Visualisations to Main
ggeorgekkariuki May 1, 2024
66e86de
Reorganising the Data Visualisation section
ggeorgekkariuki May 1, 2024
417d60c
Reformat the data cleaning section
ggeorgekkariuki May 1, 2024
1755504
Merging feature/simple-linear-regression into Main
ggeorgekkariuki May 1, 2024
373ea93
Adding libraries to the notebook
ggeorgekkariuki May 1, 2024
adb3b14
Adding libraries to the notebook
ggeorgekkariuki May 1, 2024
3fb82d5
Refactoring the simple linear regression section
ggeorgekkariuki May 1, 2024
6e17843
Merging feature/mlr-analysis to Main
ggeorgekkariuki May 1, 2024
f09dc68
Adjusted the MLR Functions
ggeorgekkariuki May 1, 2024
da7b19b
Updated readme
jerrynarkiso May 1, 2024
c0dfee0
Updated readme
jerrynarkiso May 1, 2024
1e1f85c
Update README.md
jerrynarkiso May 1, 2024
4de388e
Updated readme
jerrynarkiso May 1, 2024
a19684c
visualization image
jerrynarkiso May 1, 2024
ee6cd00
image
jerrynarkiso May 1, 2024
0c5a86a
updated readme
jerrynarkiso May 1, 2024
8821d5e
Updated readme
jerrynarkiso May 1, 2024
725116d
Updated readme
jerrynarkiso May 1, 2024
459d5ca
Add summary in the SLR section
ggeorgekkariuki May 1, 2024
57b0d9a
changing the model r-squared values to reflect the new model readings
kaluma-67 May 3, 2024
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Reformat the data cleaning section
ggeorgekkariuki committed May 1, 2024
commit 417d60cc8749f074d746a7e4685864c1aa274b85
445 changes: 412 additions & 33 deletions student.ipynb

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