René's URL Explorer Experiment


Title: python-tutorial/03_data_science at master · ichit/python-tutorial · GitHub

Open Graph Title: python-tutorial/03_data_science at master · ichit/python-tutorial

X Title: python-tutorial/03_data_science at master · ichit/python-tutorial

Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - python-tutorial/03_data_science at master · ichit/python-tutorial

Open Graph Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - ichit/python-tutorial

X Description: Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - ichit/python-tutorial

Opengraph URL: https://github.com/ichit/python-tutorial/tree/master/03_data_science

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository/tree/*name(/*path)
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:3865b1bb-60b4-d120-fd46-271ef3e67f5b
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id850E:123E36:C68665:120B4FE:6A607B80
html-safe-nonce2d8be4947b7683522fc325078d42de70f53263a8fb500b298471b6bca84fcdd1
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4NTBFOjEyM0UzNjpDNjg2NjU6MTIwQjRGRTo2QTYwN0I4MCIsInZpc2l0b3JfaWQiOiI3OTQ1MjEzMDY3MjUyNDk3MjgwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac40cea0fc2bea071b5ed213f289d688688fffb217c2621a0db622bd1f2bedb739
hovercard-subject-tagrepository:425137872
github-keyboard-shortcutsrepository,source-code,file-tree,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///files/disambiguate
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/ichit/python-tutorial/tree/master/03_data_science
twitter:imagehttps://opengraph.githubassets.com/3bdb760e2664d36bf57882181c9ce338f0cc044d074bd1dff0570992e53bd9b4/ichit/python-tutorial
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/3bdb760e2664d36bf57882181c9ce338f0cc044d074bd1dff0570992e53bd9b4/ichit/python-tutorial
og:image:altPython实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。 - ichit/python-tutorial
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None60da8c2a42fa2bbf5f7567474990ec467836a84444262a58e200fa91b7f3d2d0
turbo-cache-controlno-cache
go-importgithub.com/ichit/python-tutorial git https://github.com/ichit/python-tutorial.git
octolytics-dimension-user_id53440892
octolytics-dimension-user_loginichit
octolytics-dimension-repository_id425137872
octolytics-dimension-repository_nwoichit/python-tutorial
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id84792081
octolytics-dimension-repository_parent_nwoshibing624/python-tutorial
octolytics-dimension-repository_network_root_id84792081
octolytics-dimension-repository_network_root_nwoshibing624/python-tutorial
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
release9824515e740d83d5eb82168a089b806ab0fe04a1
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/ichit/python-tutorial/tree/master/03_data_science#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fichit%2Fpython-tutorial%2Ftree%2Fmaster%2F03_data_science
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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%2Fichit%2Fpython-tutorial%2Ftree%2Fmaster%2F03_data_science
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=ichit%2Fpython-tutorial
Reloadhttps://github.com/ichit/python-tutorial/tree/master/03_data_science
Reloadhttps://github.com/ichit/python-tutorial/tree/master/03_data_science
Reloadhttps://github.com/ichit/python-tutorial/tree/master/03_data_science
ichit https://github.com/ichit
python-tutorialhttps://github.com/ichit/python-tutorial
shibing624/python-tutorialhttps://github.com/shibing624/python-tutorial
Notifications https://github.com/login?return_to=%2Fichit%2Fpython-tutorial
Fork 0 https://github.com/login?return_to=%2Fichit%2Fpython-tutorial
Star 0 https://github.com/login?return_to=%2Fichit%2Fpython-tutorial
Code https://github.com/ichit/python-tutorial
Pull requests 0 https://github.com/ichit/python-tutorial/pulls
Actions https://github.com/ichit/python-tutorial/actions
Projects https://github.com/ichit/python-tutorial/projects
Security and quality 0 https://github.com/ichit/python-tutorial/security
Insights https://github.com/ichit/python-tutorial/pulse
Code https://github.com/ichit/python-tutorial
Pull requests https://github.com/ichit/python-tutorial/pulls
Actions https://github.com/ichit/python-tutorial/actions
Projects https://github.com/ichit/python-tutorial/projects
Security and quality https://github.com/ichit/python-tutorial/security
Insights https://github.com/ichit/python-tutorial/pulse
https://github.com/ichit/python-tutorial
python-tutorialhttps://github.com/ichit/python-tutorial/tree/master
Historyhttps://github.com/ichit/python-tutorial/commits/master/03_data_science
https://github.com/ichit/python-tutorial/commits/master/03_data_science
python-tutorialhttps://github.com/ichit/python-tutorial/tree/master
..https://github.com/ichit/python-tutorial/tree/master
01_Numpy数组.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/01_Numpy%E6%95%B0%E7%BB%84.ipynb
01_Numpy数组.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/01_Numpy%E6%95%B0%E7%BB%84.ipynb
02_Numpy索引.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/02_Numpy%E7%B4%A2%E5%BC%95.ipynb
02_Numpy索引.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/02_Numpy%E7%B4%A2%E5%BC%95.ipynb
03_Numpy方法.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/03_Numpy%E6%96%B9%E6%B3%95.ipynb
03_Numpy方法.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/03_Numpy%E6%96%B9%E6%B3%95.ipynb
04_Matpoltlib画图.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/04_Matpoltlib%E7%94%BB%E5%9B%BE.ipynb
04_Matpoltlib画图.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/04_Matpoltlib%E7%94%BB%E5%9B%BE.ipynb
05_SciPy统计分布.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/05_SciPy%E7%BB%9F%E8%AE%A1%E5%88%86%E5%B8%83.ipynb
05_SciPy统计分布.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/05_SciPy%E7%BB%9F%E8%AE%A1%E5%88%86%E5%B8%83.ipynb
06_SciPy曲线拟合.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/06_SciPy%E6%9B%B2%E7%BA%BF%E6%8B%9F%E5%90%88.ipynb
06_SciPy曲线拟合.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/06_SciPy%E6%9B%B2%E7%BA%BF%E6%8B%9F%E5%90%88.ipynb
07_Pandas数据类型.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/07_Pandas%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B.ipynb
07_Pandas数据类型.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/07_Pandas%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B.ipynb
08_Pandas数据操作.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/08_Pandas%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C.ipynb
08_Pandas数据操作.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/08_Pandas%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C.ipynb
09_Scikit-Learn分类.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/09_Scikit-Learn%E5%88%86%E7%B1%BB.ipynb
09_Scikit-Learn分类.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/09_Scikit-Learn%E5%88%86%E7%B1%BB.ipynb
10_Scikit-Learn聚类.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/10_Scikit-Learn%E8%81%9A%E7%B1%BB.ipynb
10_Scikit-Learn聚类.ipynbhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/10_Scikit-Learn%E8%81%9A%E7%B1%BB.ipynb
README.mdhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/README.md
README.mdhttps://github.com/ichit/python-tutorial/blob/master/03_data_science/README.md
README.mdhttps://github.com/ichit/python-tutorial/tree/master/03_data_science#readme
https://github.com/ichit/python-tutorial/tree/master/03_data_science#data-science
https://github.com/ichit/python-tutorial/tree/master/03_data_science#教程列表
03_data_science/01_Numpy数组.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy%E6%95%B0%E7%BB%84.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/01_Numpy%E6%95%B0%E7%BB%84.ipynb
03_data_science/02_Numpy索引.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy%E7%B4%A2%E5%BC%95.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/02_Numpy%E7%B4%A2%E5%BC%95.ipynb
03_data_science/03_Numpy方法.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy%E6%96%B9%E6%B3%95.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/03_Numpy%E6%96%B9%E6%B3%95.ipynb
03_data_science/04_Matpoltlib画图.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib%E7%94%BB%E5%9B%BE.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/04_Matpoltlib%E7%94%BB%E5%9B%BE.ipynb
03_data_science/05_SciPy统计分布.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy%E7%BB%9F%E8%AE%A1%E5%88%86%E5%B8%83.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/05_SciPy%E7%BB%9F%E8%AE%A1%E5%88%86%E5%B8%83.ipynb
03_data_science/06_SciPy曲线拟合.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy%E6%9B%B2%E7%BA%BF%E6%8B%9F%E5%90%88.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/06_SciPy%E6%9B%B2%E7%BA%BF%E6%8B%9F%E5%90%88.ipynb
03_data_science/07_Pandas数据类型.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/07_Pandas%E6%95%B0%E6%8D%AE%E7%B1%BB%E5%9E%8B.ipynb
03_data_science/08_Pandas数据操作.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/08_Pandas%E6%95%B0%E6%8D%AE%E6%93%8D%E4%BD%9C.ipynb
03_data_science/09_Scikit-Learn分类.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn%E5%88%86%E7%B1%BB.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/09_Scikit-Learn%E5%88%86%E7%B1%BB.ipynb
03_data_science/10_Scikit-Learn聚类.ipynbhttps://github.com/shibing624/python-tutorial/blob/master/03_data_science/10_Scikit-Learn%E8%81%9A%E7%B1%BB.ipynb
https://colab.research.google.com/github/shibing624/python-tutorial/blob/master/03_data_science/10_Scikit-Learn%E8%81%9A%E7%B1%BB.ipynb
https://github.com/ichit/python-tutorial/tree/master/03_data_science#科学计算库
https://github.com/ichit/python-tutorial/blob/master/docs/imgs/scipy-image.jpg
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.