René's URL Explorer Experiment

Title: PythonDataScienceHandbook/notebooks at master · patgpraj/PythonDataScienceHandbook · GitHub

Open Graph Title: PythonDataScienceHandbook/notebooks at master · patgpraj/PythonDataScienceHandbook

X Title: PythonDataScienceHandbook/notebooks at master · patgpraj/PythonDataScienceHandbook

Description: Python Data Science Handbook: full text in Jupyter Notebooks - PythonDataScienceHandbook/notebooks at master · patgpraj/PythonDataScienceHandbook

Open Graph Description: Python Data Science Handbook: full text in Jupyter Notebooks - patgpraj/PythonDataScienceHandbook

X Description: Python Data Science Handbook: full text in Jupyter Notebooks - patgpraj/PythonDataScienceHandbook

Opengraph URL: https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:97172850-f1c5-129f-70db-bee53a528479
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	975A:27C057:1CEE182:271CA6D:6A65416C
html-safe-nonce	c5873c29db57634ab599a7280744c08b89dd31a2bf40126db41462023fe071bd
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NzVBOjI3QzA1NzoxQ0VFMTgyOjI3MUNBNkQ6NkE2NTQxNkMiLCJ2aXNpdG9yX2lkIjoiNDUyNDMyMDMwODAzMzA0NDg0NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	e4e6a206a34c177ff91c918efa242988bf93a66bbebebcba3161d7ba6fd17919
hovercard-subject-tag	repository:112101425
github-keyboard-shortcuts	repository,source-code,file-tree,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	///files/disambiguate
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks
twitter:image	https://opengraph.githubassets.com/72ba72f0b292ba59626b519f1ea57b6b5bf568e61e1e5d51d8bacefced0b5fbf/patgpraj/PythonDataScienceHandbook
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/72ba72f0b292ba59626b519f1ea57b6b5bf568e61e1e5d51d8bacefced0b5fbf/patgpraj/PythonDataScienceHandbook
og:image:alt	Python Data Science Handbook: full text in Jupyter Notebooks - patgpraj/PythonDataScienceHandbook
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	52c76df668885aaff23b50bdca1fa1ea44ac9c1553e888ebc70ff1e4daa4625b
turbo-cache-control	no-cache
go-import	github.com/patgpraj/PythonDataScienceHandbook git https://github.com/patgpraj/PythonDataScienceHandbook.git
octolytics-dimension-user_id	423328
octolytics-dimension-user_login	patgpraj
octolytics-dimension-repository_id	112101425
octolytics-dimension-repository_nwo	patgpraj/PythonDataScienceHandbook
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	65388917
octolytics-dimension-repository_parent_nwo	jakevdp/PythonDataScienceHandbook
octolytics-dimension-repository_network_root_id	65388917
octolytics-dimension-repository_network_root_nwo	jakevdp/PythonDataScienceHandbook
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	309153364422b3c499922d1a2a6404910a58ed8e
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpatgpraj%2FPythonDataScienceHandbook%2Ftree%2Fmaster%2Fnotebooks
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
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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%2Fpatgpraj%2FPythonDataScienceHandbook%2Ftree%2Fmaster%2Fnotebooks
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%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=patgpraj%2FPythonDataScienceHandbook
Reload	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks
Reload	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks
Reload	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks
patgpraj	https://github.com/patgpraj
PythonDataScienceHandbook	https://github.com/patgpraj/PythonDataScienceHandbook
jakevdp/PythonDataScienceHandbook	https://github.com/jakevdp/PythonDataScienceHandbook
Notifications	https://github.com/login?return_to=%2Fpatgpraj%2FPythonDataScienceHandbook
Fork 0	https://github.com/login?return_to=%2Fpatgpraj%2FPythonDataScienceHandbook
Star 0	https://github.com/login?return_to=%2Fpatgpraj%2FPythonDataScienceHandbook
Code	https://github.com/patgpraj/PythonDataScienceHandbook
Pull requests 0	https://github.com/patgpraj/PythonDataScienceHandbook/pulls
Actions	https://github.com/patgpraj/PythonDataScienceHandbook/actions
Projects	https://github.com/patgpraj/PythonDataScienceHandbook/projects
Wiki	https://github.com/patgpraj/PythonDataScienceHandbook/wiki
Security and quality 0	https://github.com/patgpraj/PythonDataScienceHandbook/security
Insights	https://github.com/patgpraj/PythonDataScienceHandbook/pulse
Code	https://github.com/patgpraj/PythonDataScienceHandbook
Pull requests	https://github.com/patgpraj/PythonDataScienceHandbook/pulls
Actions	https://github.com/patgpraj/PythonDataScienceHandbook/actions
Projects	https://github.com/patgpraj/PythonDataScienceHandbook/projects
Wiki	https://github.com/patgpraj/PythonDataScienceHandbook/wiki
Security and quality	https://github.com/patgpraj/PythonDataScienceHandbook/security
Insights	https://github.com/patgpraj/PythonDataScienceHandbook/pulse
	https://github.com/patgpraj/PythonDataScienceHandbook
PythonDataScienceHandbook	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master
History	https://github.com/patgpraj/PythonDataScienceHandbook/commits/master/notebooks
	https://github.com/patgpraj/PythonDataScienceHandbook/commits/master/notebooks
PythonDataScienceHandbook	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master
..	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master
data	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks/data
data	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks/data
figures	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks/figures
figures	https://github.com/patgpraj/PythonDataScienceHandbook/tree/master/notebooks/figures
00.00-Preface.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/00.00-Preface.ipynb
00.00-Preface.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/00.00-Preface.ipynb
01.00-IPython-Beyond-Normal-Python.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb
01.00-IPython-Beyond-Normal-Python.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.00-IPython-Beyond-Normal-Python.ipynb
01.01-Help-And-Documentation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb
01.01-Help-And-Documentation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.01-Help-And-Documentation.ipynb
01.02-Shell-Keyboard-Shortcuts.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb
01.02-Shell-Keyboard-Shortcuts.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.02-Shell-Keyboard-Shortcuts.ipynb
01.03-Magic-Commands.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.03-Magic-Commands.ipynb
01.03-Magic-Commands.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.03-Magic-Commands.ipynb
01.04-Input-Output-History.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.04-Input-Output-History.ipynb
01.04-Input-Output-History.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.04-Input-Output-History.ipynb
01.05-IPython-And-Shell-Commands.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.05-IPython-And-Shell-Commands.ipynb
01.05-IPython-And-Shell-Commands.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.05-IPython-And-Shell-Commands.ipynb
01.06-Errors-and-Debugging.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.06-Errors-and-Debugging.ipynb
01.06-Errors-and-Debugging.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.06-Errors-and-Debugging.ipynb
01.07-Timing-and-Profiling.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.07-Timing-and-Profiling.ipynb
01.07-Timing-and-Profiling.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.07-Timing-and-Profiling.ipynb
01.08-More-IPython-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.08-More-IPython-Resources.ipynb
01.08-More-IPython-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/01.08-More-IPython-Resources.ipynb
02.00-Introduction-to-NumPy.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.00-Introduction-to-NumPy.ipynb
02.00-Introduction-to-NumPy.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.00-Introduction-to-NumPy.ipynb
02.01-Understanding-Data-Types.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.01-Understanding-Data-Types.ipynb
02.01-Understanding-Data-Types.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.01-Understanding-Data-Types.ipynb
02.02-The-Basics-Of-NumPy-Arrays.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb
02.02-The-Basics-Of-NumPy-Arrays.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.02-The-Basics-Of-NumPy-Arrays.ipynb
02.03-Computation-on-arrays-ufuncs.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb
02.03-Computation-on-arrays-ufuncs.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.03-Computation-on-arrays-ufuncs.ipynb
02.04-Computation-on-arrays-aggregates.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb
02.04-Computation-on-arrays-aggregates.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.04-Computation-on-arrays-aggregates.ipynb
02.05-Computation-on-arrays-broadcasting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb
02.05-Computation-on-arrays-broadcasting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.05-Computation-on-arrays-broadcasting.ipynb
02.06-Boolean-Arrays-and-Masks.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb
02.06-Boolean-Arrays-and-Masks.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.06-Boolean-Arrays-and-Masks.ipynb
02.07-Fancy-Indexing.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.07-Fancy-Indexing.ipynb
02.07-Fancy-Indexing.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.07-Fancy-Indexing.ipynb
02.08-Sorting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.08-Sorting.ipynb
02.08-Sorting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.08-Sorting.ipynb
02.09-Structured-Data-NumPy.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.09-Structured-Data-NumPy.ipynb
02.09-Structured-Data-NumPy.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/02.09-Structured-Data-NumPy.ipynb
03.00-Introduction-to-Pandas.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.00-Introduction-to-Pandas.ipynb
03.00-Introduction-to-Pandas.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.00-Introduction-to-Pandas.ipynb
03.01-Introducing-Pandas-Objects.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.01-Introducing-Pandas-Objects.ipynb
03.01-Introducing-Pandas-Objects.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.01-Introducing-Pandas-Objects.ipynb
03.02-Data-Indexing-and-Selection.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.02-Data-Indexing-and-Selection.ipynb
03.02-Data-Indexing-and-Selection.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.02-Data-Indexing-and-Selection.ipynb
03.03-Operations-in-Pandas.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.03-Operations-in-Pandas.ipynb
03.03-Operations-in-Pandas.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.03-Operations-in-Pandas.ipynb
03.04-Missing-Values.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.04-Missing-Values.ipynb
03.04-Missing-Values.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.04-Missing-Values.ipynb
03.05-Hierarchical-Indexing.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.05-Hierarchical-Indexing.ipynb
03.05-Hierarchical-Indexing.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.05-Hierarchical-Indexing.ipynb
03.06-Concat-And-Append.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.06-Concat-And-Append.ipynb
03.06-Concat-And-Append.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.06-Concat-And-Append.ipynb
03.07-Merge-and-Join.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.07-Merge-and-Join.ipynb
03.07-Merge-and-Join.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.07-Merge-and-Join.ipynb
03.08-Aggregation-and-Grouping.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.08-Aggregation-and-Grouping.ipynb
03.08-Aggregation-and-Grouping.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.08-Aggregation-and-Grouping.ipynb
03.09-Pivot-Tables.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.09-Pivot-Tables.ipynb
03.09-Pivot-Tables.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.09-Pivot-Tables.ipynb
03.10-Working-With-Strings.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.10-Working-With-Strings.ipynb
03.10-Working-With-Strings.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.10-Working-With-Strings.ipynb
03.11-Working-with-Time-Series.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.11-Working-with-Time-Series.ipynb
03.11-Working-with-Time-Series.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.11-Working-with-Time-Series.ipynb
03.12-Performance-Eval-and-Query.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.12-Performance-Eval-and-Query.ipynb
03.12-Performance-Eval-and-Query.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.12-Performance-Eval-and-Query.ipynb
03.13-Further-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.13-Further-Resources.ipynb
03.13-Further-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/03.13-Further-Resources.ipynb
04.00-Introduction-To-Matplotlib.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.00-Introduction-To-Matplotlib.ipynb
04.00-Introduction-To-Matplotlib.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.00-Introduction-To-Matplotlib.ipynb
04.01-Simple-Line-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.01-Simple-Line-Plots.ipynb
04.01-Simple-Line-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.01-Simple-Line-Plots.ipynb
04.02-Simple-Scatter-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.02-Simple-Scatter-Plots.ipynb
04.02-Simple-Scatter-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.02-Simple-Scatter-Plots.ipynb
04.03-Errorbars.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.03-Errorbars.ipynb
04.03-Errorbars.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.03-Errorbars.ipynb
04.04-Density-and-Contour-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.04-Density-and-Contour-Plots.ipynb
04.04-Density-and-Contour-Plots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.04-Density-and-Contour-Plots.ipynb
04.05-Histograms-and-Binnings.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.05-Histograms-and-Binnings.ipynb
04.05-Histograms-and-Binnings.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.05-Histograms-and-Binnings.ipynb
04.06-Customizing-Legends.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.06-Customizing-Legends.ipynb
04.06-Customizing-Legends.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.06-Customizing-Legends.ipynb
04.07-Customizing-Colorbars.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.07-Customizing-Colorbars.ipynb
04.07-Customizing-Colorbars.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.07-Customizing-Colorbars.ipynb
04.08-Multiple-Subplots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.08-Multiple-Subplots.ipynb
04.08-Multiple-Subplots.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.08-Multiple-Subplots.ipynb
04.09-Text-and-Annotation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.09-Text-and-Annotation.ipynb
04.09-Text-and-Annotation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.09-Text-and-Annotation.ipynb
04.10-Customizing-Ticks.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.10-Customizing-Ticks.ipynb
04.10-Customizing-Ticks.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.10-Customizing-Ticks.ipynb
04.11-Settings-and-Stylesheets.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.11-Settings-and-Stylesheets.ipynb
04.11-Settings-and-Stylesheets.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.11-Settings-and-Stylesheets.ipynb
04.12-Three-Dimensional-Plotting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.12-Three-Dimensional-Plotting.ipynb
04.12-Three-Dimensional-Plotting.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.12-Three-Dimensional-Plotting.ipynb
04.13-Geographic-Data-With-Basemap.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb
04.13-Geographic-Data-With-Basemap.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.13-Geographic-Data-With-Basemap.ipynb
04.14-Visualization-With-Seaborn.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.14-Visualization-With-Seaborn.ipynb
04.14-Visualization-With-Seaborn.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.14-Visualization-With-Seaborn.ipynb
04.15-Further-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.15-Further-Resources.ipynb
04.15-Further-Resources.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/04.15-Further-Resources.ipynb
05.00-Machine-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.00-Machine-Learning.ipynb
05.00-Machine-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.00-Machine-Learning.ipynb
05.01-What-Is-Machine-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.01-What-Is-Machine-Learning.ipynb
05.01-What-Is-Machine-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.01-What-Is-Machine-Learning.ipynb
05.02-Introducing-Scikit-Learn.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.02-Introducing-Scikit-Learn.ipynb
05.02-Introducing-Scikit-Learn.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.02-Introducing-Scikit-Learn.ipynb
05.03-Hyperparameters-and-Model-Validation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb
05.03-Hyperparameters-and-Model-Validation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.03-Hyperparameters-and-Model-Validation.ipynb
05.04-Feature-Engineering.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.04-Feature-Engineering.ipynb
05.04-Feature-Engineering.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.04-Feature-Engineering.ipynb
05.05-Naive-Bayes.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.05-Naive-Bayes.ipynb
05.05-Naive-Bayes.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.05-Naive-Bayes.ipynb
05.06-Linear-Regression.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.06-Linear-Regression.ipynb
05.06-Linear-Regression.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.06-Linear-Regression.ipynb
05.07-Support-Vector-Machines.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.07-Support-Vector-Machines.ipynb
05.07-Support-Vector-Machines.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.07-Support-Vector-Machines.ipynb
05.08-Random-Forests.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.08-Random-Forests.ipynb
05.08-Random-Forests.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.08-Random-Forests.ipynb
05.09-Principal-Component-Analysis.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.09-Principal-Component-Analysis.ipynb
05.09-Principal-Component-Analysis.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.09-Principal-Component-Analysis.ipynb
05.10-Manifold-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.10-Manifold-Learning.ipynb
05.10-Manifold-Learning.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.10-Manifold-Learning.ipynb
05.11-K-Means.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.11-K-Means.ipynb
05.11-K-Means.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.11-K-Means.ipynb
05.12-Gaussian-Mixtures.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.12-Gaussian-Mixtures.ipynb
05.12-Gaussian-Mixtures.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.12-Gaussian-Mixtures.ipynb
05.13-Kernel-Density-Estimation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.13-Kernel-Density-Estimation.ipynb
05.13-Kernel-Density-Estimation.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.13-Kernel-Density-Estimation.ipynb
05.14-Image-Features.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.14-Image-Features.ipynb
05.14-Image-Features.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.14-Image-Features.ipynb
05.15-Learning-More.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.15-Learning-More.ipynb
05.15-Learning-More.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/05.15-Learning-More.ipynb
06.00-Figure-Code.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/06.00-Figure-Code.ipynb
06.00-Figure-Code.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/06.00-Figure-Code.ipynb
Index.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
Index.ipynb	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/Index.ipynb
helpers_05_08.py	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/helpers_05_08.py
helpers_05_08.py	https://github.com/patgpraj/PythonDataScienceHandbook/blob/master/notebooks/helpers_05_08.py
	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.