Venkata Pagadala - Universe · Area · 2017 to 2026
Data and automation
Python, automation, data pipelines, databases and the dashboards built on them.
40 posts · 2 articles · 1 media item on their own · 28 image, video or documents in all.
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Topical Engine (2) · Python (2)
Articles on Data and automation (2)
3 media· 2 min read
Simple Python Script for Clustering Keywords [ Script Included ]
Simple Python Script for Clustering Keywords. 📌Python code that performs clustering of keywords using the Agglomerative Clustering algorithm and TF-IDF vectorization. Here is a brief overview of the functions in the code: 📌...
9 media· 2 min read
Python & NLP for SEO: A Basic Guide
Thanks to Hamlet Batista, Jean-Christophe Chouinard. What is Python? Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Programmers & SEO fall in love with Python because of the increased...
Most engaging posts on Data and automation
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Excited to share that I was recently featured on the @AI SEO Show & Keywords Everywhere Podcast!...
144 reactions · 40 comments · 80,283 impressions
· Post
I'm learning [ Quant finance ] by building. Here's what 26 years of gold data taught me.
85 reactions · 17 comments · 20,682 impressions
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From an Industrial-level topical view to zip-code-level tracking.
58 reactions · 3 comments · 1 repost · 1,720 impressions
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Industrial Research Tool Video-01: 1 Industry [ 4 MILLION + Queries ]
56 reactions · 20 comments · 2 reposts · 16,107 impressions
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10 Million Links: 70,000+ Page & Vectors
55 reactions · 11 comments · 1 repost · 20,574 impressions
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No secret Y Combinator produce one of the best companies in the world. Firecrawl (Y22 - Open...
47 reactions · 11 comments · 3 reposts
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Agenda for 2026: [ INTENSIFY ]: Speed, Learn, Scale
46 reactions · 5 comments · 3 reposts · 1,905 impressions
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Finished migrating 18.79 million rows across 88 tables from SQLite to Postgres on Omniscite.
39 reactions · at least 1,195 impressions
Everything on Data and automation (43)
- Post · 14:59
LinkedIn · Jul 1, 2026
10 Million Links: 70,000+ Page & Vectors
55 reactions · 11 comments
Products and building › Omniscite
- Post
LinkedIn · Jun 6, 2026
Finished migrating 18.79 million rows across 88 tables from SQLite to Postgres on Omniscite.
39 reactions
Data and automation › Data engineering
- Post
Correlation or Causation - More testing and time tell the truth. #GEOINT +. #quant. Still early. Still building. V1: https://lnkd.in/edHEPPdV. V2: https://lnkd.in/eNieeE5f.
LinkedIn · Feb 25, 2026
Correlation or Causation - More testing and time tell the truth
16 reactions
Products and building › Building in public and launches
Post · 2:13LinkedIn · Feb 25, 2026
Learning [QUANT finance] by building.
29 reactions · 2 comments
Products and building › Building in public and launches
- Post · 2:15
LinkedIn · Feb 23, 2026
I'm learning [ Quant finance ] by building. Here's what 26 years of gold data taught me.
85 reactions · 17 comments
AI and LLMs › Machine learning and NLP
Post · 0:35LinkedIn · Feb 22, 2026
Today I started building the physical layer of a [MACRO intelligence engine].
30 reactions · 5 comments
Products and building › Building in public and launches
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This is how real ecosystems grow. I recently spoke with Derek Perkins, CEO of Nozzle, while building an "Data Intelligence Framework" focused on uncovering market gaps, competitor weaknesses, and...
LinkedIn · Feb 13, 2026
This is how real ecosystems grow. I recently spoke with Derek Perkins, CEO of Nozzle, while...
24 reactions · 1 comments
Data and automation › Dashboards and market intelligence
Post · 1:08LinkedIn · Feb 13, 2026
Market Intelligence at [SCALE]: Dominate the market with hidden patterns and your Unfair Advantage.
24 reactions · 7 comments
Data and automation › Dashboards and market intelligence
- Post · 1:47
LinkedIn · Feb 8, 2026
From an Industrial-level topical view to zip-code-level tracking.
58 reactions · 3 comments
Data and automation › Dashboards and market intelligence
Post · 0:38LinkedIn · Feb 6, 2026
Shoutout to Jordan Choo time, ideas & brainstorming.
28 reactions · 6 comments
SEO and search › Local SEO and Google Maps
- Post · 1:39
LinkedIn · Jan 29, 2026
Agenda for 2026: [ INTENSIFY ]: Speed, Learn, Scale
46 reactions · 5 comments
Products and building › Topical Clustering Engine
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Absolutely good share from Jean-Christophe Chouinard. https://lnkd.in/e7fn3Dif. #datacamp.
LinkedIn · Jan 23, 2026
Absolutely good share from Jean-Christophe Chouinard
6 reactions
Data and automation › Python and automation
- Post · 14:50
LinkedIn · Jan 20, 2026
Industrial Research Tool Video-01: 1 Industry [ 4 MILLION + Queries ]
56 reactions · 20 comments
Products and building › Topical Clustering Engine
ImageLinkedIn · Jan 8, 2026
"100K Keywords Generated Successfully" telecom keywords by category
SEO and search › Keyword research and intent
- Post
Excited to share that I was recently featured on the @AI SEO Show & Keywords Everywhere Podcast! Thanks Vaenisaa Sandrasagren. We dove deep into: - Automating metadata, schema, and content generation...
LinkedIn · Oct 21, 2025
Excited to share that I was recently featured on the @AI SEO Show & Keywords Everywhere Podcast!...
144 reactions · 40 comments
Events and speaking › My talks, podcasts and interviews
PostLinkedIn · Sep 7, 2025
AI Automations: Looks like Semrush is making some cool
38 reactions · 3 comments
SEO and search › SEO tools
Post · 1:36LinkedIn · Aug 19, 2025
Firecrawl 🔥 2 Updates: Finance:
20 reactions
Tech and industry news › Big tech and AI industry
PostLinkedIn · Jul 24, 2025
Google Trends API alpha test with regions and sub-regions data
18 reactions · 3 comments
SEO and search › Keyword research and intent
- Post
No secret Y Combinator produce one of the best companies in the world. Firecrawl (Y22 - Open source). I love this product, which convert URLs into LLM-ready markdown or structured data with a single...
LinkedIn · Apr 24, 2025
No secret Y Combinator produce one of the best companies in the world. Firecrawl (Y22 - Open...
47 reactions · 11 comments
Data and automation › Python and automation
PostLinkedIn · Jul 16, 2024
Apartments.com Rent Report for June 2024: Rent Prices Remain Steady
14 reactions
Data and automation › Dashboards and market intelligence
- Post
Helpful for Python learners, Thanks for sharing Plamen Popov. #python. #seo. #pythonseo.
LinkedIn · Apr 8, 2024
Helpful for Python learners, Thanks for sharing Plamen Popov.
3 reactions
Data and automation › Python and automation
- Post
Keyword Cluster with Python & Plotly helps building amazing visualization that help with SEO Analysis Kunjal Chawhan cool content. #python. #seo.
LinkedIn · May 15, 2023
Keyword Cluster with Python & Plotly helps building amazing visualization that help with SEO...
5 reactions · 1 comments
SEO and search › Keyword research and intent
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Huge shoutout to Daniel Waisberg and team for quickly making this available. Ability to dump multiple properties to the same BigQuery project! #searchconsole. #bigquery.
LinkedIn · Mar 28, 2023
Huge shoutout to Daniel Waisberg and team for quickly making this available. Ability to dump...
SEO and search › Search Console and analytics
- Post
LinkedIn · Mar 16, 2023
Simple Python Script for Clustering Keywords [ Script Included ]
1 reactions
SEO and search › Keyword research and intent
- Article+2
LinkedIn · Mar 16, 2023
Simple Python Script for Clustering Keywords [ Script Included ]
SEO and search › Keyword research and intent
- Post
Please follow for Kristin Tynski for python 🐍 ,AI and SEO related content.
LinkedIn · Mar 15, 2023
Please follow for Kristin Tynski for python 🐍 ,AI and SEO related content.
4 reactions
Data and automation › Python and automation
- Post
Helpful SEO Scripts Daniel Foley Carter.
LinkedIn · Mar 15, 2023
Helpful SEO Scripts Daniel Foley Carter
8 reactions · 2 comments
Data and automation › Python and automation
- Post
Excel Tips.
LinkedIn · Mar 5, 2023
Excel Tips
1 reactions
Data and automation › Python and automation
- Post
Date Lake.
LinkedIn · Feb 12, 2023
Date Lake
2 reactions
Data and automation › Data engineering
- Post
Google console API console is definitely helpful for larger sites. #google. #api.
LinkedIn · Nov 12, 2022
Google console API console is definitely helpful for larger sites.
1 reactions
SEO and search › Search Console and analytics
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I love SEO and Python Community. Thanks for sharing Marco Giordano. #seo. #python 🐍.
LinkedIn · Oct 21, 2022
I love SEO and Python Community. Thanks for sharing Marco Giordano
4 reactions · 1 comments
Data and automation › Python and automation
- Post
Thanks for sharing. #excel.
LinkedIn · Oct 20, 2022
Thanks for sharing.: #excel
3 reactions
Data and automation › Python and automation
- Post
Python LeetCode Content. #leetcode. #python.
LinkedIn · Sep 18, 2022
Python LeetCode Content.: #leetcode
4 reactions
Data and automation › Python and automation
- Post
Python Cheatsheet. #python. #pythonprogramming.
LinkedIn · Sep 18, 2022
Python Cheatsheet.: #python
5 reactions
Data and automation › Python and automation
- Post
Thanks for sharing Chris Lever. #wordpress. #pythonprogramming. #api. #seo.
LinkedIn · Sep 7, 2022
Thanks for sharing Chris Lever.
1 reactions
Data and automation › Python and automation
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Python with PolyFuzz & Pandas is super helpful for SEOs. - PolyFuzz performs fuzzy string matching, grouping, and evaluation. - Pandas: Powerful data structures for data analysis, time series, and...
LinkedIn · Sep 5, 2022
Python with PolyFuzz & Pandas is super helpful for SEOs
17 reactions · 3 comments
Data and automation › Python and automation
- Post
LinkedIn · Apr 29, 2022
Learn about the basics of python with SEO and NLP Tools
7 reactions
Data and automation › Python and automation
- Article+8
LinkedIn · Apr 29, 2022
Python & NLP for SEO: A Basic Guide
Data and automation › Python and automation
- Post
How to Generate Quality FAQs & FAQPage Schemas Automatically with Python. https://lnkd.in/gxVYeGn. #seo. #seopython. #schemamarkup.
LinkedIn · Dec 24, 2020
How to Generate Quality FAQs & FAQPage Schemas Automatically with Python
3 reactions
SEO and search › Technical SEO
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Vipul Patel his linked profile is one of the best resource to learn python, Datascience, ML. Thanks for sharing all the valuable content.
LinkedIn · Feb 8, 2020
Vipul Patel his linked profile is one of the best resource to learn python, Datascience, ML. Thanks...
2 reactions
Data and automation › Python and automation
Post · 1:07LinkedIn · Sep 20, 2019
How to get People Asked Questions from Google Directly?
7 reactions · 1 comments
SEO and search › Google Search features and SERPs
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And the data keeps growing!
LinkedIn · Jan 18, 2017
And the data keeps growing!
Data and automation › Data engineering
- Post
Today's task - Java Collections.
LinkedIn · Jan 2, 2017
Today's task - Java Collections
Data and automation › Python and automation
