Hey! Recently ran into a unique problem - had a csv file that was too large to open! Well technically.....it opened....but.....all of the data couldn't be displayed. Then I remembered I had a linux box I use for exactly this type of thing! Whipped up a quick & dirty script below. It reads the entire csv file, matches the lines that meet the specified criteria, and writes those line items into a new csv file. May not be the best or most efficient, but it works. See script below: #!/bin/bash input_file="data.csv" output_file="filtered.csv" # Print header and then matching lines (head -n 1 "$input_file" && grep "Call Data" "$input_file") > "$output_file" echo "Done. Header and matched lines saved to $output_file." Remember... chmod +x
Learning a language can sometimes feel like wandering in the dark—especially when you don’t have someone beside you pointing out missteps or celebrating small victories. Last year, I discovered a game-changer: ChatGPT’s built-in voice feature. In this post, I’ll walk you through how I used voice interactions with ChatGPT to evaluate my Spanish speaking level, share the feedback I received, and give practical tips for fellow B1–B2 learners who want to take their oral skills to the next level. Why I Turned to AI Voice Chat for Language Practice By April 2025, I’d already spent months studying Spanish through apps and textbooks, but I still felt stuck at a plateau. My writing and comprehension were decent, but as soon as I tried to speak fluidly—especially beyond simple topics—I hesitated, stumbled over the subjunctive, and felt my vocabulary desert me. I needed real-time conversation practice, plus objective feedback on pronunciation, fluency, and grammar—exactly what an official DELE ...