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Recent Posts


Will AI Replace Data Scientists? Let’s Talk About the Coming Collapse—or Evolution—of Our Jobs
The rise of AI—particularly large language models (LLMs), automated ML (AutoML), and generative data pipelines —has shaken the very...


Changing Tera of Data Science
From SAAS to B2B, the ascendancy of data-driven paradigms has reached a stage in mere months where analytics are supplanted by holistic,...


Industry: Blackout Blinds
Overview: Sentiment analysis was conducted across Twitter, YouTube comments, interior design blogs, and ecommerce reviews. Dataset...


Heated Flooring Needs Data?
Sentiment Analysis Brief: Heated Floors & Blackout Blinds Industries (Company names anonymized as Company A, Company B, etc.) 1....


Online Pharmacies
🧪 Sentiment Analysis – Online Pharmacies Phase Method Collect Searched Reddit, Trustpilot, App Store using queries like: “Company A...


A/B Test Brief: CTA Optimization for Online Pharmacy
Goal: Increase refill completion rate from the prescription landing page. Test Type: A/B Test on CTA button text Test Duration: 14...


🧪 A/B Testing Brief: Optimizing Donation CTA
Conversions Client: HelpHarvest Goal: Increase donations by optimizing the call-to-action (CTA) button text. Test Duration: 21 days...
Health Plans
🧪 Sentiment Analysis Method – Fitness Programs Phase What We Did Collect Scraped data from r/fitness, r/bodyweightfitness, r/loseit,...


Face Masks, a Continuation of Work with the Medical Field
🧪 Sentiment Extraction Summary — Nurses & Face Masks Phase What We Did Collect Queried nurse-specific forums using keywords: “mask...


Hot Data From Ac
🧪 Method Snapshot – Sentiment Extraction Phase What We Did Collect Searched Reddit (r/hvac, r/HomeImprovement, r/AirConditioning) and...


Local Grocery Stores find Edge against National Chains
🧪 Method Snapshot – Sentiment Extraction Phase What We Did Collect Pulled posts from neighborhood Facebook groups, Google reviews, and...


Home Security
🧪 Method Snapshot – Sentiment Extraction Phase What We Did Collect Searched Reddit subs (r/homesecurity, r/HomeAutomation,...


Helping Indi Deodorant Navigate a New Industry
Phase What We Did Collect Scraped Reddit threads in r/zerowaste, r/naturalbeauty, r/deodorant, plus Etsy reviews, using phrases like...


E-cigarettes
🧪 Sentiment Analysis: E-Cigarette Industry 🔧 Brands (Anonymized) Company A Company B Company C 1. Method Summary – Sentiment Extraction...


Finding Edge in Headphone Market through Consumer Sentiment Data
1 Method Snapshot – Sentiment Extraction Phase What We Did Collect Queried Reddit subs (r/headphones, r/audiophile, r/budgetaudiophile)...


Dog Toys
1 Example — Sentiment-Extraction Workflow Collect sources • Query Reddit subreddits (r/dogs, r/puppy101, r/dogtoys) with phrases...


Data Sentiment in Action
🧪 1. Example — Sentiment Extraction Process Step 1: Collect Sources Queried Reddit using keywords: “baby bottle leaks,” “<brand> bottle...


Unlocking Data Insights: Tips for Analysis Professionals
Data analysis is a crucial component of modern-day decision-making processes across various industries. Unlocking actionable insights...
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