René's URL Explorer Experiment


Title: GitHub - cmccraw/text-analysis: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically.

Open Graph Title: GitHub - cmccraw/text-analysis: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically.

X Title: GitHub - cmccraw/text-analysis: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically.

Description: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically. - cmccraw/text-analysis

Open Graph Description: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically. - cmccraw/text-analysis

X Description: Session on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically. - cmccraw/text-analysis

Opengraph URL: https://github.com/cmccraw/text-analysis

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:4b5c151c-9c45-128f-4525-fe4b5920b9cb
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8696:169689:1FCD98:28D31E:698D2805
html-safe-nonce877f7700a0f66092a19b1359ae54244a6b09442be1509ec547a883c95366469c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4Njk2OjE2OTY4OToxRkNEOTg6MjhEMzFFOjY5OEQyODA1IiwidmlzaXRvcl9pZCI6Ijg2OTM2NzEzMjk3MTMxNzA0MzciLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac5920e2bb303237e89f2ffb533466956f886abeea461c3473cb6d8222ed8a1801
hovercard-subject-tagrepository:188084395
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/cmccraw/text-analysis
twitter:imagehttps://opengraph.githubassets.com/34a55deb344ea7432077aa73503e1e9f81035055258171b06115c3c3cafe3095/cmccraw/text-analysis
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/34a55deb344ea7432077aa73503e1e9f81035055258171b06115c3c3cafe3095/cmccraw/text-analysis
og:image:altSession on text analysis with NLTK, including discussion of cleaning data, creating text corpora, and analyzing texts programmatically. - cmccraw/text-analysis
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec25395580e1e3bf82d705e0982a1b24255366088720fef945f1493d5e3e67954
turbo-cache-controlno-preview
go-importgithub.com/cmccraw/text-analysis git https://github.com/cmccraw/text-analysis.git
octolytics-dimension-user_id43213154
octolytics-dimension-user_logincmccraw
octolytics-dimension-repository_id188084395
octolytics-dimension-repository_nwocmccraw/text-analysis
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id174571340
octolytics-dimension-repository_parent_nwodhsouthbend/text-analysis
octolytics-dimension-repository_network_root_id133588986
octolytics-dimension-repository_network_root_nwomichellejm/NLTK_DHRI
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
release1fa2bc33fc715bfb2cb9dd8a9cad4f811c16c371
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/cmccraw/text-analysis#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcmccraw%2Ftext-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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcmccraw%2Ftext-analysis
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=cmccraw%2Ftext-analysis
Reloadhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
Reloadhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
Reloadhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
cmccraw https://patch-diff.githubusercontent.com/cmccraw
text-analysishttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
dhsouthbend/text-analysishttps://patch-diff.githubusercontent.com/dhsouthbend/text-analysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcmccraw%2Ftext-analysis
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fcmccraw%2Ftext-analysis
Star 1 https://patch-diff.githubusercontent.com/login?return_to=%2Fcmccraw%2Ftext-analysis
dhsouthbend.github.io/text-analysis/https://dhsouthbend.github.io/text-analysis/
CC-BY-SA-4.0 license https://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/LICENSE
1 star https://patch-diff.githubusercontent.com/cmccraw/text-analysis/stargazers
28 forks https://patch-diff.githubusercontent.com/cmccraw/text-analysis/forks
Branches https://patch-diff.githubusercontent.com/cmccraw/text-analysis/branches
Tags https://patch-diff.githubusercontent.com/cmccraw/text-analysis/tags
Activity https://patch-diff.githubusercontent.com/cmccraw/text-analysis/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fcmccraw%2Ftext-analysis
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcmccraw%2Ftext-analysis
Code https://patch-diff.githubusercontent.com/cmccraw/text-analysis
Pull requests 0 https://patch-diff.githubusercontent.com/cmccraw/text-analysis/pulls
Actions https://patch-diff.githubusercontent.com/cmccraw/text-analysis/actions
Projects 0 https://patch-diff.githubusercontent.com/cmccraw/text-analysis/projects
Security 0 https://patch-diff.githubusercontent.com/cmccraw/text-analysis/security
Insights https://patch-diff.githubusercontent.com/cmccraw/text-analysis/pulse
Code https://patch-diff.githubusercontent.com/cmccraw/text-analysis
Pull requests https://patch-diff.githubusercontent.com/cmccraw/text-analysis/pulls
Actions https://patch-diff.githubusercontent.com/cmccraw/text-analysis/actions
Projects https://patch-diff.githubusercontent.com/cmccraw/text-analysis/projects
Security https://patch-diff.githubusercontent.com/cmccraw/text-analysis/security
Insights https://patch-diff.githubusercontent.com/cmccraw/text-analysis/pulse
Brancheshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/branches
Tagshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tags
https://patch-diff.githubusercontent.com/cmccraw/text-analysis/branches
https://patch-diff.githubusercontent.com/cmccraw/text-analysis/tags
87 Commitshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/commits/master/
https://patch-diff.githubusercontent.com/cmccraw/text-analysis/commits/master/
.ipynb_checkpointshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/.ipynb_checkpoints
.ipynb_checkpointshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/.ipynb_checkpoints
imageshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/images
imageshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/images
sectionshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/sections
sectionshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/tree/master/sections
.gitignorehttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/README.md
TextAnalysis.ipynbhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/TextAnalysis.ipynb
TextAnalysis.ipynbhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/TextAnalysis.ipynb
_config.ymlhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/_config.yml
_config.ymlhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/_config.yml
READMEhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
CC-BY-SA-4.0 licensehttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
https://patch-diff.githubusercontent.com/cmccraw/text-analysis#introduction-to-text-analysis-with-python-and-the-natural-language-toolkit-nltk
Get started >>>https://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/overview.md
Overviewhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/overview.md
Text as Datahttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/text_as_data.md
Cleaning and Normalizinghttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/data_cleaning.md
NLTK Methods with the NLTK Corpushttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/preparing.md
Searching For Wordshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/searching.md
Positioning Wordshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/positioning.md
Built-In Python Functionshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/built-in.md
Making Your Own Corpus: Data Cleaninghttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/cleaning.md
Make Your Own Corpushttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/make_corpus.md
Part-of-Speech Tagginghttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/conclusion.md
Conclusionhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/blob/master/sections/conclusion.md
Michelle A. McSweeney, PhDhttp://www.michelleamcsweeney.com
http://creativecommons.org/licenses/by-sa/4.0/
Digital Research Institute (DRI) Curriculumhttp://purl.org/dc/terms/
Graduate Center Digital Initiativeshttps://gcdi.commons.gc.cuny.edu/
Creative Commons Attribution-ShareAlike 4.0 International Licensehttp://creativecommons.org/licenses/by-sa/4.0/
https://github.com/DHRI-Curriculumhttps://github.com/DHRI-Curriculum
dhsouthbend.github.io/text-analysis/https://dhsouthbend.github.io/text-analysis/
Readme https://patch-diff.githubusercontent.com/cmccraw/text-analysis#readme-ov-file
CC-BY-SA-4.0 license https://patch-diff.githubusercontent.com/cmccraw/text-analysis#CC-BY-SA-4.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/cmccraw/text-analysis
Activityhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/activity
1 starhttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/watchers
0 forkshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcmccraw%2Ftext-analysis&report=cmccraw+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/cmccraw/text-analysis/releases
Packages 0https://patch-diff.githubusercontent.com/users/cmccraw/packages?repo_name=text-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.