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razsarusi
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stackoverflow-salary-prediction

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regression
classification
clustering
xgboost
random-forest
salary-prediction
developer-survey
stack-overflow
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xet
 Community
razsarusi commited on
Commit
9d075e6
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verified ·
1 Parent(s): 29af175

Add EDA and analysis visualizations

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Files changed (11) hide show
  1. .gitattributes +3 -0
  2. images/01_salary_distribution.png +0 -0
  3. images/02_salary_by_country.png +0 -0
  4. images/03_top_developer_roles.png +0 -0
  5. images/04_salary_vs_experience.png +3 -0
  6. images/05_experience_by_country.png +3 -0
  7. images/06_feature_importance.png +0 -0
  8. images/07_confusion_matrix.png +0 -0
  9. images/08_elbow_method.png +0 -0
  10. images/09_clusters_pca.png +3 -0
  11. images/10_salary_by_cluster.png +0 -0
.gitattributes CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ images/04_salary_vs_experience.png filter=lfs diff=lfs merge=lfs -text
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+ images/05_experience_by_country.png filter=lfs diff=lfs merge=lfs -text
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+ images/09_clusters_pca.png filter=lfs diff=lfs merge=lfs -text
images/01_salary_distribution.png ADDED
images/02_salary_by_country.png ADDED
images/03_top_developer_roles.png ADDED
images/04_salary_vs_experience.png ADDED

Git LFS Details

  • SHA256: 26c752610fc9a0f95194d6d7f1f14902c8957e0a0e312d0b8c37dc6c8890dd6b
  • Pointer size: 131 Bytes
  • Size of remote file: 227 kB
images/05_experience_by_country.png ADDED

Git LFS Details

  • SHA256: 2f31486473b8c40875dcaee35413ba1451a40f52823acc4593d4ebea8af56ded
  • Pointer size: 131 Bytes
  • Size of remote file: 142 kB
images/06_feature_importance.png ADDED
images/07_confusion_matrix.png ADDED
images/08_elbow_method.png ADDED
images/09_clusters_pca.png ADDED

Git LFS Details

  • SHA256: 2be039a89e28e0823bcccff067ce8bffee69bb5a426fe4f4c194948ae74d6a49
  • Pointer size: 131 Bytes
  • Size of remote file: 341 kB
images/10_salary_by_cluster.png ADDED