datababe.hashnode.devWhen a Hypothesis Fights Back: My DataraFlow Research LogWhat do you do when your model refuses to confirm your hypothesis? That moment Week became real research for me. Not tutorial data science. Not guided exercises. But a situation where the code runs perfectly… and still tells you something you didn’t ...Feb 15·3 min read
datababe.hashnode.devWeek 14 at DataraFlow: What Happens Before a Model Even Sees Your Data?What if the hardest part of machine learning isn’t the model, but everything that happens before it? That question defined my Week 14 at DataraFlow. This week wasn’t about flashy algorithms or building complex neural networks. It was about something ...Feb 10·4 min read
datababe.hashnode.devScraping Isn’t Always Simple: A Week 13 Lesson from DataraFlowWhat do you do when the data you need is right in front of you, but refuses to let you in?That was the unexpected problem that defined my thirteenth week at DataraFlow. I went into the week expecting a smooth introduction to web scraping; extracting ...Dec 15, 2025·4 min read
datababe.hashnode.devWeek 9 at DataraFlow: What Can Trade Data Really Tell Us About a Country?What if a country’s story could be rewritten just by examining the flow of milk, machinery, or medicine across its borders?That was the question echoing in my head throughout Week 9 of my DataraFlow internship—because for the first time, I wasn’t jus...Nov 30, 2025·5 min read
datareporting.hashnode.devWeek 8 at DataraFlow: What Happens When Data Stops Being Abstract?This week, I discovered that when you stop treating data as scattered facts, you start seeing it as a conversation between nations, economies and human lives. My week 8 at DataraFlow was more of data analysis. It wasn’t just about writing functions o...Nov 18, 2025·5 min read
