Learning web development can allow me to learn the ins and outs of software development in a fun and visual way, while a

First of all, the docstring does not give a good description of the function. If we spend some time reading the code, we will realize that its main purpose is to read a csv file from path argument and subset it using country argument and return top 25 most populated cities of that country.,In the above function, I used .rename method to rename the lng column to lon. In the original, dirty function, a new column was created and the old one was dropped which was unnecessary.,Most scripts do not take a long time to run, or they can easily run in the background on modern computers. For example I have a whole bunch of Selenium automations that can run “headless”, meaning that they are invisible and you can keep working like normal, just with slightly reduced power.,If you still think like that, try to write a script/program that actually works with at least 200 lines long, and then we will talk. In the meantime, consider this function:,If you pay attention, the main purpose of the function is done in a single line (right after the second comment). The other lines are performing cleaning tasks that are not very clear.,Before learning how JARM works, it’s important to understand how TLS works. TLS and its predecessor, SSL, are used to encrypt communication for both common applications like Internet browsers, to keep your data secure, and malware, so it can hide in the noise. To initiate a TLS session, a client will send a TLS Client Hello message following the TCP 3-way handshake. This packet and the way in which it is generated is dependent on packages and methods used when building the client application. The server, if accepting TLS connections, will respond with a TLS Server Hello packet.,Could be. Up until now, I know the definition of DS-related roles is still murky but one thing certain about ML engineers is their superior technical prowess versus your average data scientist. I guess, learning how to deploy web apps and tinker on the back end of stuff is a pathway to having a skillset closer to that of an ML engineer.,All of these factors lead to each TLS Server responding in a unique way. The combinations of factors make it unlikely that servers deployed by different organizations will have the same response.,JARM works by actively sending 10 TLS Client Hello packets to a target TLS server and capturing specific attributes of the TLS Server Hello responses. The aggregated TLS server responses are then hashed in a specific way to produce the JARM fingerprint.,In the above function, I used .rename method to rename the lng column to lon. In the original, dirty function, a new column was created and the old one was dropped which was unnecessary.,“We believe the actions we’ve initiated as well as the ongoing independent review regarding our culture, policies, and practices will help us achieve our goal of building a diverse, equitable, and inclusive environment for everyone,” the spokesperson added.,When asked to comment on the new lawsuit, a Pinterest spokesperson told OneZero that “Pinterest’s leadership and Board take their fiduciary duties seriously and are committed to continuing our efforts to help ensure that Pinterest is a place where all of our employees feel included and supported.”,TLS servers formulate their Server Hello packet based on the details received in the TLS Client Hello packet. The manner in which the Server Hello is formulated for any given Client Hello can vary based on how the application or server was built, including:,This is not the first time we’ve worked with TLS fingerprinting. In 2017 we developed JA3/S, a passive TLS client/server fingerprinting method now found on most network security tools. But where JA3/S is passive, fingerprinting clients and servers by listening to network traffic, JARM is an active server fingerprinting scanner. You can find out more about TLS negotiation and JA3/S passive fingerprinting here.,“We believe the actions we’ve initiated as well as the ongoing independent review regarding our culture, policies, and practices will help us achieve our goal of building a diverse, equitable, and inclusive environment for everyone,” the spokesperson added.