Data Science Data Visualization SEO/SEM advertools Python https://adver.toolshttps://bsky.app/profile/eliasdabbas.bsky.socialhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lkdgsfrfys24Honored to have my package dash-aggrid-scales featured as Component of the Month in Plotly's newsletter. If you miss the pandas functionality of df\.style\.background_gradient or df\.style\.bar you now have this functionaliy in AgGrid tables. Check it out here, together with other great updates: [contains quote post or other embedded content]14 Mar 2025 10:49 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lkdgsfrfys24https://bsky.app/profile/eliasdabbas.bsky.social/post/3littkdmp6k2zGoogle's helpful content checker tool (update) Minor update in functionality, with potentially big implications: You can now edit any or all of the questions to evaluate your articles to customize the evaluation. What kinds of bulk questions you want to ask an LLM about your content? 1/223 Feb 2025 12:29 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3littkdmp6k2zhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lieg3ssons24AI-Powered Bulk Content Audits Google's helpful content checker tool (updated) 🔵 Evaluate which of the guidelines your articles satisfy 🔵 Get an average score for all articles (up to 25) 🔵 Full data (each question per URL, with title, and body text) #advertools #Python #DataScience #AI #SEO 1/2 https://bit.ly/3L3Dcwo17 Feb 2025 09:18 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lieg3ssons24https://bsky.app/profile/eliasdabbas.bsky.social/post/3lhtjojvvws2kIf #crawling & #scraping websites with #Python and #advertools is something you want to get started with, I have a tutorial for that: 🔵 Basics of the crawl function 🔵 List mode 🔵 Spider mode 🔵 Controlling which links get followed - Using URL regex - Using URL query parameters 1/2 https://bit.ly/3WTpz9p10 Feb 2025 16:07 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lhtjojvvws2khttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lgb5fhihls2lPython + advertools script for auditing and analyzing structured data 🔵 Go one step deeper than, "Does the website have structured data?" 🔵 Get JSON-LD, Twitter, and OpenGraph tags bit.ly/4aI5p85 #DataScience #advertools #SEO #SEM #DigitalMarketing #Python #StructuredData 1/221 Jan 2025 15:14 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lgb5fhihls2lhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lfufpnoif22iPython + advertools script to download & visualize XML sitemaps 🔵 Get the URL structure of all URLs in the sitemap 🔵 Visualize publishing trends 🔵 CSV export of the sitemap(s) 🔵 Emailable HTML charts 🔵 uv run adv_sitemaps.py ROBOTS_URL #advertools #DataScience #SEO #Python youtu.be/HX3cVI5TEBY16 Jan 2025 13:39 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lfufpnoif22ihttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lfq6cn7plk22GSC Data from GBQ export Anonymous queries (shown here as "nan") seem to form a much larger share of overall impressions/clicks than I thought they would. Here are examples where anonymous impressions are 12-16% of the total impressions & is one of the top queries. Any similar observations?14 Jan 2025 21:15 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lfq6cn7plk22https://bsky.app/profile/eliasdabbas.bsky.social/post/3lfmua32rx22zTest changes in robots files and their effects on every URL in the XML sitemap, and for every User-agent. Uses and extends yesterday's script for locally checking any changes before deploying a new robots file. youtu.be/BYYZkbfUJYM https://youtu.be/BYYZkbfUJYM13 Jan 2025 13:37 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lfmua32rx22zhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lfkasd7wt226Python script for checking if your robots rules block URLs in your XML sitemaps 🔵 Provide a robots URL and get the full report 🔵 Runs through all combinations of User-agent/URL combinations 🔵 Runs thousands of tests in bulk https://www.youtube.com/watch?v=RtHuwKF9YEE #advertools #DataScience #SEO #Python https://bit.ly/3PyKjio12 Jan 2025 12:44 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lfkasd7wt226https://bsky.app/profile/eliasdabbas.bsky.social/post/3lffk57unv22hHow to create a broken links checker with Python + advertools A quick how-to guide on how to achieve that with a site crawled with advertools 🔵 Get a mapping of all links on the site 🔵 Find error URLs (define "errors" any way you want) #DataScience #SEO #advertools #Python #pandas 1/2 https://bit.ly/3BQ5z0810 Jan 2025 15:48 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lffk57unv22hhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3ldoookry7c2sGoogle is still sending me notifications whenever OpenAI publishes a new video in their 12 release series. All because I once wrote this in a Google docs sheet (which I've deleted a day or two after). On this front, Google might have a huge edge over OpenAI. 1/219 Dec 2024 20:13 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3ldoookry7c2shttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lbrmitcohk2nPython SEO "When some field is just getting started and you don't really understand it very well [Data Science], it's very easy to confuse the essence of what you're doing with the tools that you use [Python]." – Harold Abelson 1/425 Nov 2024 13:21 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lbrmitcohk2nhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lbjzzhcv422nSEO -> LLMO /robots.txt -> /llms.txt A new interesting proposal for creating a special file for LLM's to more easily and cost-effectively understand, analyze, and utilize a website's content. 🔵 Lives on the root of the domain 🔵 Is in markdown format 1/222 Nov 2024 13:02 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lbjzzhcv422nhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lbezbtu3722dIf you're having issues with your XML sitemaps, here's a reminder that we're all human. You can always use #advertools + adviz to check, parse, audit, and analyze sitemaps with very little code. 1/220 Nov 2024 13:05 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lbezbtu3722dhttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lb2v3tqbok2iConcurrent bulk requests to the OpenAI API Here’s a recipe of how you can do that. Essentially: 🔵 completion_single is a thin wrapper around client.chat.completions.create. Here's where you create the prompt template, and add any other parameters you want. #ai #openai #python #concurrency16 Nov 2024 12:24 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lb2v3tqbok2ihttps://bsky.app/profile/eliasdabbas.bsky.social/post/3lavo5x5z5k2cEvaluating content with AI on a large scale - I have an app for that Recipe: Google content guidelines + advertools + OpenAI API + Dash 🔵 Content guidelines: Set of questions to ask about a web page's content. #AI #SEO #advertools #scraling #content #GenerativeAI #OpenAI 1/314 Nov 2024 10:37 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3lavo5x5z5k2chttps://bsky.app/profile/eliasdabbas.bsky.social/post/3latbzkzhvk2lWhat's your favorite Python SEO crawler? According to The Google, there seems to be one dominant option. python3 -m pip install advertools There are also 2 others: For status codes and all response headers For downloading images from a list of URLs #advertools #SEO #DataScience #Python13 Nov 2024 11:54 +0000at://did:plc:edofucfotpwfe2warhjbyio5/app.bsky.feed.post/3latbzkzhvk2l