René's URL Explorer Experiment


Title: GitHub - gridl/python-for-data-analysis: An introduction to data science using Python and Pandas with Jupyter notebooks.

Open Graph Title: GitHub - gridl/python-for-data-analysis: An introduction to data science using Python and Pandas with Jupyter notebooks.

X Title: GitHub - gridl/python-for-data-analysis: An introduction to data science using Python and Pandas with Jupyter notebooks.

Description: An introduction to data science using Python and Pandas with Jupyter notebooks. - gridl/python-for-data-analysis

Open Graph Description: An introduction to data science using Python and Pandas with Jupyter notebooks. - gridl/python-for-data-analysis

X Description: An introduction to data science using Python and Pandas with Jupyter notebooks. - gridl/python-for-data-analysis

Mail addresses
luke@ucsd.edu
luke.thompson@noaa.gov

Opengraph URL: https://github.com/gridl/python-for-data-analysis

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:9e3d2364-10a1-36ba-2a04-bab527afaf74
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC17E:23348E:1C2751C:254E59B:696AFAED
html-safe-nonceded414cb5c375c672f9b5fd0202442e8e0ecfcd6109f2e5af05c98e55923ff15
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMTdFOjIzMzQ4RToxQzI3NTFDOjI1NEU1OUI6Njk2QUZBRUQiLCJ2aXNpdG9yX2lkIjoiMzQ0NzM5MjA4NjQzNDQ0NjA2MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac5cee1937c9bf714a1cf9aacd26b5d81bc55b740676d14814b48359e628a3bdfc
hovercard-subject-tagrepository:145764121
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/gridl/python-for-data-analysis
twitter:imagehttps://opengraph.githubassets.com/5f24017d4b5baf3a1379b92c50079f2f2ba74301de89ea4ba8ce77a4afd399fb/gridl/python-for-data-analysis
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/5f24017d4b5baf3a1379b92c50079f2f2ba74301de89ea4ba8ce77a4afd399fb/gridl/python-for-data-analysis
og:image:altAn introduction to data science using Python and Pandas with Jupyter notebooks. - gridl/python-for-data-analysis
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5f99f7c1d70f01da5b93e5ca90303359738944d8ab470e396496262c66e60b8d
turbo-cache-controlno-preview
go-importgithub.com/gridl/python-for-data-analysis git https://github.com/gridl/python-for-data-analysis.git
octolytics-dimension-user_id11886646
octolytics-dimension-user_logingridl
octolytics-dimension-repository_id145764121
octolytics-dimension-repository_nwogridl/python-for-data-analysis
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id74525361
octolytics-dimension-repository_parent_nwocuttlefishh/python-for-data-analysis
octolytics-dimension-repository_network_root_id74525361
octolytics-dimension-repository_network_root_nwocuttlefishh/python-for-data-analysis
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
release82560a55c6b2054555076f46e683151ee28a19bc
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/gridl/python-for-data-analysis#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgridl%2Fpython-for-data-analysis
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgridl%2Fpython-for-data-analysis
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=gridl%2Fpython-for-data-analysis
Reloadhttps://github.com/gridl/python-for-data-analysis
Reloadhttps://github.com/gridl/python-for-data-analysis
Reloadhttps://github.com/gridl/python-for-data-analysis
gridl https://github.com/gridl
python-for-data-analysishttps://github.com/gridl/python-for-data-analysis
cuttlefishh/python-for-data-analysishttps://github.com/cuttlefishh/python-for-data-analysis
Notifications https://github.com/login?return_to=%2Fgridl%2Fpython-for-data-analysis
Fork 0 https://github.com/login?return_to=%2Fgridl%2Fpython-for-data-analysis
Star 0 https://github.com/login?return_to=%2Fgridl%2Fpython-for-data-analysis
MIT license https://github.com/gridl/python-for-data-analysis/blob/master/LICENSE
0 stars https://github.com/gridl/python-for-data-analysis/stargazers
342 forks https://github.com/gridl/python-for-data-analysis/forks
Branches https://github.com/gridl/python-for-data-analysis/branches
Tags https://github.com/gridl/python-for-data-analysis/tags
Activity https://github.com/gridl/python-for-data-analysis/activity
Star https://github.com/login?return_to=%2Fgridl%2Fpython-for-data-analysis
Notifications https://github.com/login?return_to=%2Fgridl%2Fpython-for-data-analysis
Code https://github.com/gridl/python-for-data-analysis
Pull requests 0 https://github.com/gridl/python-for-data-analysis/pulls
Actions https://github.com/gridl/python-for-data-analysis/actions
Projects 0 https://github.com/gridl/python-for-data-analysis/projects
Wiki https://github.com/gridl/python-for-data-analysis/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/gridl/python-for-data-analysis/security
Please reload this pagehttps://github.com/gridl/python-for-data-analysis
Insights https://github.com/gridl/python-for-data-analysis/pulse
Code https://github.com/gridl/python-for-data-analysis
Pull requests https://github.com/gridl/python-for-data-analysis/pulls
Actions https://github.com/gridl/python-for-data-analysis/actions
Projects https://github.com/gridl/python-for-data-analysis/projects
Wiki https://github.com/gridl/python-for-data-analysis/wiki
Security https://github.com/gridl/python-for-data-analysis/security
Insights https://github.com/gridl/python-for-data-analysis/pulse
Brancheshttps://github.com/gridl/python-for-data-analysis/branches
Tagshttps://github.com/gridl/python-for-data-analysis/tags
https://github.com/gridl/python-for-data-analysis/branches
https://github.com/gridl/python-for-data-analysis/tags
142 Commitshttps://github.com/gridl/python-for-data-analysis/commits/master/
https://github.com/gridl/python-for-data-analysis/commits/master/
assignmentshttps://github.com/gridl/python-for-data-analysis/tree/master/assignments
assignmentshttps://github.com/gridl/python-for-data-analysis/tree/master/assignments
datahttps://github.com/gridl/python-for-data-analysis/tree/master/data
datahttps://github.com/gridl/python-for-data-analysis/tree/master/data
lessonshttps://github.com/gridl/python-for-data-analysis/tree/master/lessons
lessonshttps://github.com/gridl/python-for-data-analysis/tree/master/lessons
.gitignorehttps://github.com/gridl/python-for-data-analysis/blob/master/.gitignore
.gitignorehttps://github.com/gridl/python-for-data-analysis/blob/master/.gitignore
LICENSEhttps://github.com/gridl/python-for-data-analysis/blob/master/LICENSE
LICENSEhttps://github.com/gridl/python-for-data-analysis/blob/master/LICENSE
README.mdhttps://github.com/gridl/python-for-data-analysis/blob/master/README.md
README.mdhttps://github.com/gridl/python-for-data-analysis/blob/master/README.md
_config.ymlhttps://github.com/gridl/python-for-data-analysis/blob/master/_config.yml
_config.ymlhttps://github.com/gridl/python-for-data-analysis/blob/master/_config.yml
schedule.tsvhttps://github.com/gridl/python-for-data-analysis/blob/master/schedule.tsv
schedule.tsvhttps://github.com/gridl/python-for-data-analysis/blob/master/schedule.tsv
READMEhttps://github.com/gridl/python-for-data-analysis
MIT licensehttps://github.com/gridl/python-for-data-analysis
https://github.com/gridl/python-for-data-analysis#python-for-data-analysis
📁 lessonshttps://github.com/cuttlefishh/python-for-data-analysis/tree/master/lessons
⏬ Lesson Schedulehttps://github.com/cuttlefishh/python-for-data-analysis#lesson-schedule
https://github.com/gridl/python-for-data-analysis#instructor
GitHubhttps://github.com/cuttlefishh
Google Scholarhttps://scholar.google.com/citations?user=kggNWsMAAAAJ
NOAA profile + CVhttps://swfsc.noaa.gov/staff.aspx?id=22360
https://github.com/gridl/python-for-data-analysis#online-content
https://github.com/cuttlefishh/python-for-data-analysishttps://github.com/cuttlefishh/python-for-data-analysis
https://www.youtube.com/channel/UCVZrIrWtcvTzYlrNx7RcDyghttps://www.youtube.com/channel/UCVZrIrWtcvTzYlrNx7RcDyg
https://github.com/gridl/python-for-data-analysis#textbooks
Learn Python 3 the Hard Wayhttps://learnpythonthehardway.org/python3/
Learning Pythonhttp://proquest.safaribooksonline.com/book/programming/python/9781449355722
Python for Data Analysishttp://proquest.safaribooksonline.com/book/programming/python/9781491957653
https://github.com/wesm/pydata-bookhttps://github.com/wesm/pydata-book
Safari Books Onlinehttp://proquest.safaribooksonline.com/?uicode=ucsd
https://github.com/gridl/python-for-data-analysis#additional-materials
https://github.com/gridl/python-for-data-analysis#command-line-resources
Git for Windowshttps://git-for-windows.github.io
Learning the Shellhttp://www.linuxcommand.org/learning_the_shell.php
Unix Tutorialhttp://evomics.org/unix-tutorial-2015/
Evomics 2015http://evomics.org/workshops/workshop-on-genomics/2015-workshop-on-genomics-cesky-krumlov/
Learn the Command Linehttps://www.codecademy.com/courses/learn-the-command-line
Learn Unix The Hard Wayhttp://cli.learncodethehardway.org/book/
https://github.com/gridl/python-for-data-analysis#python-resources
MIT OpenCourseWarehttp://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/Syllabus/
SciPy Lectureshttps://scipy-lectures.github.io
MatPlotLib Cheatsheethttps://github.com/juliangaal/python-cheat-sheet/blob/master/Matplotlib/Matplotlib.md
https://github.com/gridl/python-for-data-analysis#ipython-resources-from-cyrille-rossant
IPython Interactive Computing and Visualization Cookbookhttp://www.amazon.com/IPython-Interactive-Computing-Visualization-Cookbook/dp/1783284811
Learning IPython for Interactive Computing and Data Visualizationhttps://www.packtpub.com/big-data-and-business-intelligence/learning-ipython-interactive-computing-and-data-visualization
GitHub repohttps://github.com/rossant/ipython-minibook
https://github.com/gridl/python-for-data-analysis#data-analysis-resources
10-minute Tour of Pandashttps://vimeo.com/59324550
R vs. Python for Data Analysishttp://www.r-bloggers.com/choosing-r-or-python-for-data-analysis-an-infographic/
Python Scripting for Computational Sciencehttp://www.springer.com/us/book/9783540739159
An Introduction To Applied Bioinformaticshttp://caporasolab.us/An-Introduction-To-Applied-Bioinformatics/
A Dramatic Tour through Python's Data Visualization Landscapehttps://dansaber.wordpress.com/2016/10/02/a-dramatic-tour-through-pythons-data-visualization-landscape-including-ggplot-and-altair/
https://github.com/gridl/python-for-data-analysis#course-philosophy
https://github.com/gridl/python-for-data-analysis#assignments
https://github.com/gridl/python-for-data-analysis#weekly-assignments
https://github.com/gridl/python-for-data-analysis#final-project
https://github.com/gridl/python-for-data-analysis#schedule-overview
https://github.com/gridl/python-for-data-analysis#lesson-schedule
1https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson01.md
2https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson02.md
Introductionhttps://learnpythonthehardway.org/python3/intro.html
Ex0https://learnpythonthehardway.org/python3/ex0.html
Appendix Ahttps://learnpythonthehardway.org/python3/appendixa.html
3https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson03.md
The 10 Most Important Linux Commandshttps://github.com/cuttlefishh/python-for-data-analysis/blob/master/data/the_10_most_important_linux_commands.md
4https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson04.ipynb
Introduction to Condahttps://geohackweek.github.io/Introductory/01-conda-tutorial/
5https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson05.ipynb
Ex1-10https://learnpythonthehardway.org/python3/ex1.html
6https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson06.ipynb
Ex11-26https://learnpythonthehardway.org/python3/ex11.html
7https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson07.ipynb
Ex27-39https://learnpythonthehardway.org/python3/ex27.html
8https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson08.ipynb
Ch1http://proquest.safaribooksonline.com/book/programming/python/9781491957653/preliminaries/intro_html
Ch2http://proquest.safaribooksonline.com/book/programming/python/9781491957653/python-language-basics-ipython-and-jupyter-notebooks/intro_python_environment_html
Ch3http://proquest.safaribooksonline.com/book/programming/python/9781491957653/built-in-data-structures-functions-and-files/intro_python_stdlib_html
9https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson09.ipynb
Regular Expression HOWTOhttps://docs.python.org/3/howto/regex.html
10https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson10.ipynb
Introduction to Numpy and Pandashttps://cloudxlab.com/blog/numpy-pandas-introduction/
11https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson11.ipynb
Ch4http://proquest.safaribooksonline.com/book/programming/python/9781491957653/numpy-basics-arrays-and-vectorized-computation/numpy_html
Ch5http://proquest.safaribooksonline.com/book/programming/python/9781491957653/getting-started-with-pandas/pandas_html
12https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson12.ipynb
Ch6http://proquest.safaribooksonline.com/book/programming/python/9781491957653/data-loading-storage-and-file-formats/io_html
Ch7http://proquest.safaribooksonline.com/book/programming/python/9781491957653/data-cleaning-and-preparation/data_preparation_html
Ch8http://proquest.safaribooksonline.com/book/programming/python/9781491957653/data-wrangling-join-combine-and-reshape/wrangling_html
13https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson13.ipynb
Ch9http://proquest.safaribooksonline.com/book/programming/python/9781491957653/plotting-and-visualization/vis_html
Matplotlib 2D and 3D plotting in Pythonhttp://github.com/jrjohansson/scientific-python-lectures
14https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson14.ipynb
Seaborn Tutorialhttp://seaborn.pydata.org/tutorial.html
15https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson15.ipynb
Ch11http://proquest.safaribooksonline.com/book/programming/python/9781491957653/time-series/timeseries_html
16https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson16.ipynb
Ch10http://proquest.safaribooksonline.com/book/programming/python/9781491957653/data-aggregation-and-group-operations/groupby_html
17https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson17.ipynb
Handbook of Biological Statisticshttp://www.biostathandbook.com
18https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson18.ipynb
Bokeh User Guidehttp://bokeh.pydata.org/en/latest/docs/user_guide.html
19https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson19.ipynb
Ex40-52https://learnpythonthehardway.org/python3/ex40.html
20https://github.com/cuttlefishh/python-for-data-analysis/blob/master/lessons/lesson20.md
GitHub Guideshttps://guides.github.com
Readme https://github.com/gridl/python-for-data-analysis#readme-ov-file
MIT license https://github.com/gridl/python-for-data-analysis#MIT-1-ov-file
Please reload this pagehttps://github.com/gridl/python-for-data-analysis
Activityhttps://github.com/gridl/python-for-data-analysis/activity
0 starshttps://github.com/gridl/python-for-data-analysis/stargazers
1 watchinghttps://github.com/gridl/python-for-data-analysis/watchers
0 forkshttps://github.com/gridl/python-for-data-analysis/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgridl%2Fpython-for-data-analysis&report=gridl+%28user%29
Releaseshttps://github.com/gridl/python-for-data-analysis/releases
Packages 0https://github.com/users/gridl/packages?repo_name=python-for-data-analysis
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.