René's URL Explorer Experiment

Title: GitHub - melodygr/Classification_Project: Analysis of Terry Stops in Seattle · GitHub

Open Graph Title: GitHub - melodygr/Classification_Project: Analysis of Terry Stops in Seattle

X Title: GitHub - melodygr/Classification_Project: Analysis of Terry Stops in Seattle

Description: Analysis of Terry Stops in Seattle. Contribute to melodygr/Classification_Project development by creating an account on GitHub.

Open Graph Description: Analysis of Terry Stops in Seattle. Contribute to melodygr/Classification_Project development by creating an account on GitHub.

X Description: Analysis of Terry Stops in Seattle. Contribute to melodygr/Classification_Project development by creating an account on GitHub.

Opengraph URL: https://github.com/melodygr/Classification_Project

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:166c5ce5-386f-895c-f766-dfbe81658722
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	8FB8:116E4B:2CC7EFA:3A4DA66:6A5CC9E8
html-safe-nonce	b0e6278391ef2897bf93f48ba1bb791815137a655befb56c2111bb634d109641
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RkI4OjExNkU0QjoyQ0M3RUZBOjNBNERBNjY6NkE1Q0M5RTgiLCJ2aXNpdG9yX2lkIjoiMzcyMjQyOTY3MTY4ODQyMzkxMiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	9195a0d0a5cf39cde4ff6f06f93156a43960beec5bf47651081cc76779e62029
hovercard-subject-tag	repository:321827415
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/melodygr/Classification_Project
twitter:image	https://repository-images.githubusercontent.com/321827415/30a8a300-7107-11eb-914c-81df696aa4af
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/321827415/30a8a300-7107-11eb-914c-81df696aa4af
og:image:alt	Analysis of Terry Stops in Seattle. Contribute to melodygr/Classification_Project development by creating an account on GitHub.
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/melodygr/Classification_Project git https://github.com/melodygr/Classification_Project.git
octolytics-dimension-user_id	70707345
octolytics-dimension-user_login	melodygr
octolytics-dimension-repository_id	321827415
octolytics-dimension-repository_nwo	melodygr/Classification_Project
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	321827415
octolytics-dimension-repository_network_root_nwo	melodygr/Classification_Project
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/melodygr/Classification_Project#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmelodygr%2FClassification_Project
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmelodygr%2FClassification_Project
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=melodygr%2FClassification_Project
Reload	https://github.com/melodygr/Classification_Project
Reload	https://github.com/melodygr/Classification_Project
Reload	https://github.com/melodygr/Classification_Project
melodygr	https://github.com/melodygr
Classification_Project	https://github.com/melodygr/Classification_Project
Notifications	https://github.com/login?return_to=%2Fmelodygr%2FClassification_Project
Fork 2	https://github.com/login?return_to=%2Fmelodygr%2FClassification_Project
Star 1	https://github.com/login?return_to=%2Fmelodygr%2FClassification_Project
Code	https://github.com/melodygr/Classification_Project
Issues 0	https://github.com/melodygr/Classification_Project/issues
Pull requests 0	https://github.com/melodygr/Classification_Project/pulls
Actions	https://github.com/melodygr/Classification_Project/actions
Projects	https://github.com/melodygr/Classification_Project/projects
Security and quality 0	https://github.com/melodygr/Classification_Project/security
Insights	https://github.com/melodygr/Classification_Project/pulse
Code	https://github.com/melodygr/Classification_Project
Issues	https://github.com/melodygr/Classification_Project/issues
Pull requests	https://github.com/melodygr/Classification_Project/pulls
Actions	https://github.com/melodygr/Classification_Project/actions
Projects	https://github.com/melodygr/Classification_Project/projects
Security and quality	https://github.com/melodygr/Classification_Project/security
Insights	https://github.com/melodygr/Classification_Project/pulse
	https://github.com/melodygr/Classification_Project
Branches	https://github.com/melodygr/Classification_Project/branches
Tags	https://github.com/melodygr/Classification_Project/tags
	https://github.com/melodygr/Classification_Project/branches
	https://github.com/melodygr/Classification_Project/tags
48 Commits	https://github.com/melodygr/Classification_Project/commits/main/
	https://github.com/melodygr/Classification_Project/commits/main/
Images	https://github.com/melodygr/Classification_Project/tree/main/Images
Images	https://github.com/melodygr/Classification_Project/tree/main/Images
.gitignore	https://github.com/melodygr/Classification_Project/blob/main/.gitignore
.gitignore	https://github.com/melodygr/Classification_Project/blob/main/.gitignore
Classification_Project - Jupyter Notebook PDF.pdf	https://github.com/melodygr/Classification_Project/blob/main/Classification_Project%20-%20Jupyter%20Notebook%20PDF.pdf
Classification_Project - Jupyter Notebook PDF.pdf	https://github.com/melodygr/Classification_Project/blob/main/Classification_Project%20-%20Jupyter%20Notebook%20PDF.pdf
Classification_Project.ipynb	https://github.com/melodygr/Classification_Project/blob/main/Classification_Project.ipynb
Classification_Project.ipynb	https://github.com/melodygr/Classification_Project/blob/main/Classification_Project.ipynb
README.md	https://github.com/melodygr/Classification_Project/blob/main/README.md
README.md	https://github.com/melodygr/Classification_Project/blob/main/README.md
Terry Stop Presentation.pdf	https://github.com/melodygr/Classification_Project/blob/main/Terry%20Stop%20Presentation.pdf
Terry Stop Presentation.pdf	https://github.com/melodygr/Classification_Project/blob/main/Terry%20Stop%20Presentation.pdf
Terry_Stops.csv	https://github.com/melodygr/Classification_Project/blob/main/Terry_Stops.csv
Terry_Stops.csv	https://github.com/melodygr/Classification_Project/blob/main/Terry_Stops.csv
user_functions.py	https://github.com/melodygr/Classification_Project/blob/main/user_functions.py
user_functions.py	https://github.com/melodygr/Classification_Project/blob/main/user_functions.py
README	https://github.com/melodygr/Classification_Project
	https://github.com/melodygr/Classification_Project#analysis-of-terry-stops-in-seattle
	https://github.com/melodygr/Classification_Project/blob/main/Images/No_Stopping.jpg
Presentation PDF	https://github.com/melodygr/Classification_Project/blob/main/Terry%20Stop%20Presentation.pdf
Blog Post	https://melodygr-35084.medium.com/analysis-of-terry-stops-in-seattle-211675b0f6c7
	https://github.com/melodygr/Classification_Project#business-problem
Wikipedia	https://en.wikipedia.org/wiki/Terry_stop#:~:text=A%20Terry%20stop%20in
	https://github.com/melodygr/Classification_Project#data
	https://github.com/melodygr/Classification_Project#modeling-process
	https://github.com/melodygr/Classification_Project/blob/main/Images/subject_age_group.png
	https://github.com/melodygr/Classification_Project/blob/main/Images/precinct.png
	https://github.com/melodygr/Classification_Project/blob/main/Images/subj_known_comparison.png
	https://github.com/melodygr/Classification_Project/blob/main/Images/date_dual_plot.png
	https://github.com/melodygr/Classification_Project/blob/main/Images/model_performance.png
	https://github.com/melodygr/Classification_Project#misclassified-data
	https://github.com/melodygr/Classification_Project/blob/main/Images/conf_matrix_xgb4.png
	https://github.com/melodygr/Classification_Project#model-parameter-comparison
	https://github.com/melodygr/Classification_Project/blob/main/Images/forest_feat.png
	https://github.com/melodygr/Classification_Project/blob/main/Images/xgb_feat.png
	https://github.com/melodygr/Classification_Project#conclusions
	https://github.com/melodygr/Classification_Project#next-steps--future-work
random-forest	https://github.com/topics/random-forest
naive-bayes-classifier	https://github.com/topics/naive-bayes-classifier
xgboost	https://github.com/topics/xgboost
logistic-regression	https://github.com/topics/logistic-regression
support-vector-machine	https://github.com/topics/support-vector-machine
adaboost	https://github.com/topics/adaboost
decision-tree-classifier	https://github.com/topics/decision-tree-classifier
gradient-boosting	https://github.com/topics/gradient-boosting
kneighborsclassifier	https://github.com/topics/kneighborsclassifier
gridsearchcv	https://github.com/topics/gridsearchcv
gridsearch	https://github.com/topics/gridsearch
one-hot-encoding	https://github.com/topics/one-hot-encoding
anova-test	https://github.com/topics/anova-test
smote-sampling	https://github.com/topics/smote-sampling
dummyclassfier	https://github.com/topics/dummyclassfier
bagged-trees	https://github.com/topics/bagged-trees
standard-scaler	https://github.com/topics/standard-scaler
Readme	https://github.com/melodygr/Classification_Project#readme-ov-file
Please reload this page	https://github.com/melodygr/Classification_Project
Activity	https://github.com/melodygr/Classification_Project/activity
2 forks	https://github.com/melodygr/Classification_Project/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmelodygr%2FClassification_Project&report=melodygr+%28user%29
Releases	https://github.com/melodygr/Classification_Project/releases
Packages 0	https://github.com/users/melodygr/packages?repo_name=Classification_Project
Please reload this page	https://github.com/melodygr/Classification_Project
Contributors	https://github.com/melodygr/Classification_Project/graphs/contributors
Please reload this page	https://github.com/melodygr/Classification_Project
Jupyter Notebook 100.0%	https://github.com/melodygr/Classification_Project/search?l=jupyter-notebook
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.