René's URL Explorer Experiment


Title: GitHub - Jiadalee/data-analysis-using-python: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

Open Graph Title: GitHub - Jiadalee/data-analysis-using-python: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

X Title: GitHub - Jiadalee/data-analysis-using-python: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

Description: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data - Jiadalee/data-analysis-using-python

Open Graph Description: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data - Jiadalee/data-analysis-using-python

X Description: Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data - Jiadalee/data-analysis-using-python

Opengraph URL: https://github.com/Jiadalee/data-analysis-using-python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:c7ccc0d9-716e-b142-3e56-29a1d2da6ddf
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idB2A8:8A020:1035E22:162B76B:698DA7E7
html-safe-nonceb89bd18e5fab08d13e8e51f7dcc33f788a6d037e49153d0f89ca04626e798d55
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMkE4OjhBMDIwOjEwMzVFMjI6MTYyQjc2Qjo2OThEQTdFNyIsInZpc2l0b3JfaWQiOiI0MTI0Njc1MzIzNDA4MDAwOTk5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac87b47e826ce704b4fddd2e49ca70aa8744ef7df5061c0a6f3397d966ff96a4a9
hovercard-subject-tagrepository:402648731
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/Jiadalee/data-analysis-using-python
twitter:imagehttps://opengraph.githubassets.com/c1fe667e162a77c2d55cd109a96d8fe470b764c090a88e7291997df2b3ff09d7/Jiadalee/data-analysis-using-python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/c1fe667e162a77c2d55cd109a96d8fe470b764c090a88e7291997df2b3ff09d7/Jiadalee/data-analysis-using-python
og:image:altData Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data - Jiadalee/data-analysis-using-python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None8c7947c0c592efeab6162b9909ad11fa43bff8b0cb5ff43273dc25e41979d43e
turbo-cache-controlno-preview
go-importgithub.com/Jiadalee/data-analysis-using-python git https://github.com/Jiadalee/data-analysis-using-python.git
octolytics-dimension-user_id30839207
octolytics-dimension-user_loginJiadalee
octolytics-dimension-repository_id402648731
octolytics-dimension-repository_nwoJiadalee/data-analysis-using-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id239354111
octolytics-dimension-repository_parent_nwomebauer/data-analysis-using-python
octolytics-dimension-repository_network_root_id239354111
octolytics-dimension-repository_network_root_nwomebauer/data-analysis-using-python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releaseb22a9fbf4dea601ec149a9e5362e0558df79b505
ui-targetcanary-1
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FJiadalee%2Fdata-analysis-using-python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FJiadalee%2Fdata-analysis-using-python
Sign up https://patch-diff.githubusercontent.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=Jiadalee%2Fdata-analysis-using-python
Reloadhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Reloadhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Reloadhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Jiadalee https://patch-diff.githubusercontent.com/Jiadalee
data-analysis-using-pythonhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
mebauer/data-analysis-using-pythonhttps://patch-diff.githubusercontent.com/mebauer/data-analysis-using-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FJiadalee%2Fdata-analysis-using-python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FJiadalee%2Fdata-analysis-using-python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FJiadalee%2Fdata-analysis-using-python
MIT license https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/stargazers
46 forks https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/forks
Branches https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/branches
Tags https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tags
Activity https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FJiadalee%2Fdata-analysis-using-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FJiadalee%2Fdata-analysis-using-python
Code https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Pull requests 0 https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/pulls
Actions https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/actions
Projects 0 https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/projects
Security 0 https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/security
Insights https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/pulse
Code https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Pull requests https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/pulls
Actions https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/actions
Projects https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/projects
Security https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/security
Insights https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/pulse
Brancheshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/branches
Tagshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tags
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/branches
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tags
182 Commitshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/commits/master/
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/commits/master/
1-reading-writing-fileshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/1-reading-writing-files
1-reading-writing-fileshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/1-reading-writing-files
2-data-inspection-cleaning-wranglinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/2-data-inspection-cleaning-wrangling
2-data-inspection-cleaning-wranglinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/2-data-inspection-cleaning-wrangling
3-plotting-data-visualizationshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/3-plotting-data-visualizations
3-plotting-data-visualizationshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/3-plotting-data-visualizations
4-geospatial-data-mappinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/4-geospatial-data-mapping
4-geospatial-data-mappinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/4-geospatial-data-mapping
mybinder-exampleshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/mybinder-examples
mybinder-exampleshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/tree/master/mybinder-examples
.gitignorehttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/.gitignore
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/CONTRIBUTING.md
LICENSEhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/README.md
environment.ymlhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/environment.yml
mark_bauer_odw21.pdfhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/mark_bauer_odw21.pdf
mark_bauer_odw21.pdfhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/blob/master/mark_bauer_odw21.pdf
READMEhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Code of conducthttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Contributinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
MIT licensehttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#data-analysis-using-python-a-beginners-guide-featuring-nyc-open-data
https://www.youtube.com/watch?v=kobhJAxy3jQ
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#table-of-contents
1. Introductionhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#1-Introduction
2. Notebookshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#2-Notebooks
3. Datahttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#3-Data
4. Open Source Applications Used in Projecthttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#4-Open-Source-Applications-Used-in-Project
5. Additional Resourceshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#5-Additional-Resources
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#1-introduction
Python programming languagehttps://www.python.org/
NYC Open Datahttps://opendata.cityofnewyork.us/
Reading and Writing Files in Pythonhttps://github.com/mebauer/data-analysis-using-python/tree/master/1-reading-writing-files
Data Inspection, Cleaning, and Wrangling in Pythonhttps://github.com/mebauer/data-analysis-using-python/tree/master/2-data-inspection-cleaning-wrangling
Plotting and Data Visualization in Pythonhttps://github.com/mebauer/data-analysis-using-python/tree/master/3-plotting-data-visualizations
Geospatial Data and Mappinghttps://github.com/mebauer/data-analysis-using-python/tree/master/4-geospatial-data-mapping
https://mybinder.org/v2/gh/mebauer/data-analysis-using-python/HEAD?filepath=mybinder-examples%2Fexamples.ipynb
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#2-notebooks
1_reading_writing_files.ipynbhttps://github.com/mebauer/data-analysis-using-python/blob/master/1-reading-writing-files/1_reading_writing_files.ipynb
Viewhttps://nbviewer.jupyter.org/github/mebauer/data-analysis-using-python/blob/master/1-reading-writing-files/1_reading_writing_files.ipynb
2_data_inspection_cleaning_wrangling.ipynbhttps://github.com/mebauer/data-analysis-using-python/blob/master/2-data-inspection-cleaning-wrangling/2_data_inspection_cleaning_wrangling.ipynb
Viewhttps://nbviewer.jupyter.org/github/mebauer/data-analysis-using-python/blob/master/2-data-inspection-cleaning-wrangling/2_data_inspection_cleaning_wrangling.ipynb
3_plotting_visualizations.ipynbhttps://github.com/mebauer/data-analysis-using-python/blob/master/3-plotting-data-visualizations/3_plotting_visualizations.ipynb
Viewhttps://nbviewer.jupyter.org/github/mebauer/data-analysis-using-python/blob/master/3-plotting-data-visualizations/3_plotting_visualizations.ipynb
4_geospatial_data_mapping.ipynbhttps://github.com/mebauer/data-analysis-using-python/blob/master/4-geospatial-data-mapping/4_geospatial_data_mapping.ipynb
Viewhttps://nbviewer.jupyter.org/github/mebauer/data-analysis-using-python/blob/master/4-geospatial-data-mapping/4_geospatial_data_mapping.ipynb
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#3-data
Building Footprintshttps://data.cityofnewyork.us/Housing-Development/Building-Footprints/nqwf-w8eh
MapPLUTOhttps://www1.nyc.gov/site/planning/data-maps/open-data/dwn-pluto-mappluto.page
Schoolshttps://data.cityofnewyork.us/Education/School-Point-Locations/jfju-ynrr
Streetshttps://data.cityofnewyork.us/City-Government/NYC-Street-Centerline-CSCL-/exjm-f27b
Neighborhood Tabulation Areas (NTA)https://data.cityofnewyork.us/City-Government/Neighborhood-Tabulation-Areas-NTA-/cpf4-rkhq
NYC Boroughshttps://data.cityofnewyork.us/City-Government/Borough-Boundaries/tqmj-j8zm
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#4-open-source-applications-used-in-project
Anacondahttps://www.anaconda.com/
Project Jupyterhttps://jupyter.org/index.html
Jupyter Notebookhttps://jupyter.org/try
nbviewerhttps://nbviewer.jupyter.org/
Binderhttps://mybinder.org/
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#5-additional-resources
NYC Open Datahttps://opendata.cityofnewyork.us/
Sodapy Tutorial Using NYC Open Datahttps://github.com/mebauer/sodapy-tutorial-nyc-open-data
Analyzing NYC's 311 Street Flooding Complaints from 2010 to 2020https://github.com/mebauer/nyc-311-street-flooding
https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#say-hello
markbauerwaterhttps://twitter.com/markbauerwater
markebauerhttps://www.linkedin.com/in/markebauer/
mebauerhttps://github.com/mebauer
Readme https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#MIT-1-ov-file
Code of conduct https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#coc-ov-file
Contributing https://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python
Activityhttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/activity
0 starshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/watchers
0 forkshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FJiadalee%2Fdata-analysis-using-python&report=Jiadalee+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/Jiadalee/data-analysis-using-python/releases
Packages 0https://patch-diff.githubusercontent.com/users/Jiadalee/packages?repo_name=data-analysis-using-python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.