How My iPhone and Mac Usage Affects My Daily Life

<p>Hey friends! In the 21st century, technologies have been a big part of our daily lives and as a Malaysian, if I walk into the subway of Kuala Lumpur,</p> <blockquote> <p>I&rsquo;d bet my last dollar that at least 7 out of 10 people inside are glued to their phones or electronic devices.</p> </blockquote> <p>Yep, I&rsquo;m actually one of them too. I&rsquo;m practically attached to my phone and my laptop all day, which is also what inspired me to carry out the analysis in this article. Being a data head myself, I thought it would be interesting to pull some personal data from my iPhone and Mac to see what stories they might tell.</p> <p><img alt="" src="https://miro.medium.com/v2/resize:fit:630/0*8OXGUmGkxbzsGVjO" style="height:1051px; width:700px" /></p> <p>Photo by&nbsp;<a href="https://unsplash.com/@liamburnettblue?utm_source=medium&amp;utm_medium=referral" rel="noopener ugc nofollow" target="_blank">Liam Burnett-Blue</a>&nbsp;on&nbsp;<a href="https://unsplash.com/?utm_source=medium&amp;utm_medium=referral" rel="noopener ugc nofollow" target="_blank">Unsplash</a></p> <p>Here&rsquo;s the data I looked at:</p> <ol> <li>Number of Steps</li> <li>Phone Screen Time</li> <li>Entertainment Screen Time (Youtube etc.)</li> <li>Social Screen Time (Instagram, Facebook, X etc.)</li> <li>Productivity Screen Time (Gmail, Medium, Substack etc.)</li> <li>Number of Pickups</li> <li>Number of Notifications</li> <li>Mac Screen Time</li> <li>AirPods Average Audio Levels</li> </ol> <p>Before we move on, you should know that I scraped the daily data for these variables for only a week. That&rsquo;s because I couldn&rsquo;t find a way to automate the scraping process from Apple devices to files readable by Python. But otherwise, let&rsquo;s dive in!</p> <p><a href="https://medium.com/@kienong2000/how-my-iphone-and-mac-usage-affects-my-daily-life-62d96c6828e3">Visit Now</a></p>