René's URL Explorer Experiment


Title: GitHub - puneethmishra/statistical-analysis-python-tutorial: Statistical Data Analysis in Python

Open Graph Title: GitHub - puneethmishra/statistical-analysis-python-tutorial: Statistical Data Analysis in Python

X Title: GitHub - puneethmishra/statistical-analysis-python-tutorial: Statistical Data Analysis in Python

Description: Statistical Data Analysis in Python. Contribute to puneethmishra/statistical-analysis-python-tutorial development by creating an account on GitHub.

Open Graph Description: Statistical Data Analysis in Python. Contribute to puneethmishra/statistical-analysis-python-tutorial development by creating an account on GitHub.

X Description: Statistical Data Analysis in Python. Contribute to puneethmishra/statistical-analysis-python-tutorial development by creating an account on GitHub.

Opengraph URL: https://github.com/puneethmishra/statistical-analysis-python-tutorial

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:799b0e4f-a89c-cdf6-96b5-b9a09aad17c0
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8F8A:557D6:74B8A1:9BB0D0:6969BAA6
html-safe-nonce7572d519467eb68d78bca290324fdbc84909c7fa41e32a9caa5f9e3928066fc4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RjhBOjU1N0Q2Ojc0QjhBMTo5QkIwRDA6Njk2OUJBQTYiLCJ2aXNpdG9yX2lkIjoiMzI2Mzk5MjcyMjI4NzYwNjQzOCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacd9094b13bbb1bb986476910e518d529ffc3d163aede2b50bd1bb7cc785146bf3
hovercard-subject-tagrepository:16977176
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/puneethmishra/statistical-analysis-python-tutorial
twitter:imagehttps://opengraph.githubassets.com/b51f16ae91494089060d1140ae6f77e3455b9bb58b664cdd097b7c5a95d28ff7/puneethmishra/statistical-analysis-python-tutorial
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b51f16ae91494089060d1140ae6f77e3455b9bb58b664cdd097b7c5a95d28ff7/puneethmishra/statistical-analysis-python-tutorial
og:image:altStatistical Data Analysis in Python. Contribute to puneethmishra/statistical-analysis-python-tutorial development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneacedec8b5f975d9e3d494ddd8f949b0b8a0de59d393901e26f73df9dcba80056
turbo-cache-controlno-preview
go-importgithub.com/puneethmishra/statistical-analysis-python-tutorial git https://github.com/puneethmishra/statistical-analysis-python-tutorial.git
octolytics-dimension-user_id3896584
octolytics-dimension-user_loginpuneethmishra
octolytics-dimension-repository_id16977176
octolytics-dimension-repository_nwopuneethmishra/statistical-analysis-python-tutorial
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id10648016
octolytics-dimension-repository_parent_nwofonnesbeck/statistical-analysis-python-tutorial
octolytics-dimension-repository_network_root_id10648016
octolytics-dimension-repository_network_root_nwofonnesbeck/statistical-analysis-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
release83c08c21cdda978090dc44364b71aa5bc6dcea79
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/puneethmishra/statistical-analysis-python-tutorial#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
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%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
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=puneethmishra%2Fstatistical-analysis-python-tutorial
Reloadhttps://github.com/puneethmishra/statistical-analysis-python-tutorial
Reloadhttps://github.com/puneethmishra/statistical-analysis-python-tutorial
Reloadhttps://github.com/puneethmishra/statistical-analysis-python-tutorial
puneethmishra https://github.com/puneethmishra
statistical-analysis-python-tutorialhttps://github.com/puneethmishra/statistical-analysis-python-tutorial
fonnesbeck/statistical-analysis-python-tutorialhttps://github.com/fonnesbeck/statistical-analysis-python-tutorial
Notifications https://github.com/login?return_to=%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
Fork 0 https://github.com/login?return_to=%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
Star 0 https://github.com/login?return_to=%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
0 stars https://github.com/puneethmishra/statistical-analysis-python-tutorial/stargazers
965 forks https://github.com/puneethmishra/statistical-analysis-python-tutorial/forks
Branches https://github.com/puneethmishra/statistical-analysis-python-tutorial/branches
Tags https://github.com/puneethmishra/statistical-analysis-python-tutorial/tags
Activity https://github.com/puneethmishra/statistical-analysis-python-tutorial/activity
Star https://github.com/login?return_to=%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
Notifications https://github.com/login?return_to=%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial
Code https://github.com/puneethmishra/statistical-analysis-python-tutorial
Pull requests 0 https://github.com/puneethmishra/statistical-analysis-python-tutorial/pulls
Actions https://github.com/puneethmishra/statistical-analysis-python-tutorial/actions
Projects 0 https://github.com/puneethmishra/statistical-analysis-python-tutorial/projects
Wiki https://github.com/puneethmishra/statistical-analysis-python-tutorial/wiki
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/puneethmishra/statistical-analysis-python-tutorial/security
Please reload this pagehttps://github.com/puneethmishra/statistical-analysis-python-tutorial
Insights https://github.com/puneethmishra/statistical-analysis-python-tutorial/pulse
Code https://github.com/puneethmishra/statistical-analysis-python-tutorial
Pull requests https://github.com/puneethmishra/statistical-analysis-python-tutorial/pulls
Actions https://github.com/puneethmishra/statistical-analysis-python-tutorial/actions
Projects https://github.com/puneethmishra/statistical-analysis-python-tutorial/projects
Wiki https://github.com/puneethmishra/statistical-analysis-python-tutorial/wiki
Security https://github.com/puneethmishra/statistical-analysis-python-tutorial/security
Insights https://github.com/puneethmishra/statistical-analysis-python-tutorial/pulse
Brancheshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/branches
Tagshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/tags
https://github.com/puneethmishra/statistical-analysis-python-tutorial/branches
https://github.com/puneethmishra/statistical-analysis-python-tutorial/tags
34 Commitshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/commits/master/
https://github.com/puneethmishra/statistical-analysis-python-tutorial/commits/master/
datahttps://github.com/puneethmishra/statistical-analysis-python-tutorial/tree/master/data
datahttps://github.com/puneethmishra/statistical-analysis-python-tutorial/tree/master/data
.gitignorehttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/.gitignore
.gitignorehttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/.gitignore
1. Introduction to Pandas.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/1.%20Introduction%20to%20Pandas.ipynb
1. Introduction to Pandas.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/1.%20Introduction%20to%20Pandas.ipynb
2. Data Wrangling with Pandas.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/2.%20Data%20Wrangling%20with%20Pandas.ipynb
2. Data Wrangling with Pandas.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/2.%20Data%20Wrangling%20with%20Pandas.ipynb
3. Plotting and Visualization.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/3.%20Plotting%20and%20Visualization.ipynb
3. Plotting and Visualization.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/3.%20Plotting%20and%20Visualization.ipynb
4. Statistical Data Modeling.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/4.%20Statistical%20Data%20Modeling.ipynb
4. Statistical Data Modeling.ipynbhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/4.%20Statistical%20Data%20Modeling.ipynb
README.mdhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/README.md
README.mdhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/README.md
exercise_solutions.mdhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/exercise_solutions.md
exercise_solutions.mdhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/blob/master/exercise_solutions.md
READMEhttps://github.com/puneethmishra/statistical-analysis-python-tutorial
https://github.com/puneethmishra/statistical-analysis-python-tutorial#statistical-data-analysis-in-python
https://github.com/puneethmishra/statistical-analysis-python-tutorial#description
https://github.com/puneethmishra/statistical-analysis-python-tutorial#student-instructions
download a zip file containing the materialshttps://github.com/fonnesbeck/statistical-analysis-python-tutorial/archive/master.zip
https://github.com/puneethmishra/statistical-analysis-python-tutorial#outline
Introduction to Pandashttp://nbviewer.ipython.org/urls/gist.github.com/fonnesbeck/5850375/raw/c18cfcd9580d382cb6d14e4708aab33a0916ff3e/1.+Introduction+to+Pandas.ipynb
https://github.com/puneethmishra/statistical-analysis-python-tutorial#introduction-to-pandas
Data Wrangling with Pandashttp://nbviewer.ipython.org/urls/gist.github.com/fonnesbeck/5850413/raw/3a9406c73365480bc58d5e75bc80f7962243ba17/2.+Data+Wrangling+with+Pandas.ipynb
https://github.com/puneethmishra/statistical-analysis-python-tutorial#data-wrangling-with-pandas
Plotting and Visualizationhttp://nbviewer.ipython.org/urls/gist.github.com/fonnesbeck/5850463/raw/a29d9ffb863bfab09ff6c1fc853e1d5bf69fe3e4/3.+Plotting+and+Visualization.ipynb
https://github.com/puneethmishra/statistical-analysis-python-tutorial#plotting-and-visualization
Statistical Data Modelinghttp://nbviewer.ipython.org/urls/gist.github.com/fonnesbeck/5850483/raw/5e049b2fdd1c83ae386aa3205d3fc50a1a05e5b0/4.+Statistical+Data+Modeling.ipynb
https://github.com/puneethmishra/statistical-analysis-python-tutorial#statistical-data-modeling
https://github.com/puneethmishra/statistical-analysis-python-tutorial#required-packages
Scipy Superpackhttp://bit.ly/scipy_superpack
Anacondahttp://docs.continuum.io/anaconda/install.html
https://github.com/puneethmishra/statistical-analysis-python-tutorial#statistical-reading-list
The Ecological Detective: Confronting Models with Datahttp://www.amazon.com/Ecological-Detective-Confronting-Models-Data/dp/0691034974/ref=sr_1_1?s=books&ie=UTF8&qid=1372250186&sr=1-1&keywords=ecological+detective
Data Analysis Using Regression and Multilevel/Hierarchical Modelshttp://www.amazon.com/Analysis-Regression-Multilevel-Hierarchical-Models/dp/052168689X/ref=sr_1_1?s=books&ie=UTF8&qid=1372250274&sr=1-1&keywords=gelman
The Elements of Statistical Learninghttp://www-stat.stanford.edu/~tibs/ElemStatLearn/
A First Course in Bayesian Statistical Methodshttp://www.amazon.com/Bayesian-Statistical-Methods-Springer-Statistics/dp/1441928286/ref=sr_1_24?ie=UTF8&qid=1372250835&sr=8-24&keywords=bayesian
Regression Modeling Strategieshttp://www.amazon.com/Regression-Modeling-Strategies-Applications-Statistics/dp/1441929185/ref=sr_1_1?s=books&ie=UTF8&qid=1372250898&sr=1-1&keywords=harrell+regression
Readme https://github.com/puneethmishra/statistical-analysis-python-tutorial#readme-ov-file
Please reload this pagehttps://github.com/puneethmishra/statistical-analysis-python-tutorial
Activityhttps://github.com/puneethmishra/statistical-analysis-python-tutorial/activity
0 starshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/stargazers
1 watchinghttps://github.com/puneethmishra/statistical-analysis-python-tutorial/watchers
0 forkshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fpuneethmishra%2Fstatistical-analysis-python-tutorial&report=puneethmishra+%28user%29
Releaseshttps://github.com/puneethmishra/statistical-analysis-python-tutorial/releases
Packages 0https://github.com/users/puneethmishra/packages?repo_name=statistical-analysis-python-tutorial
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.