![]() ![]() No surprises then, that we later find ourselves with repressed Martial instincts, struggling to stand up for or assert ourselves when the occasion calls for it. Harsh words are tucked away in place of silent smiles, as we are coached to say nothing at all if we have nothing nice to say. From a very early age, we are taught to sublimate our primal, individual needs for the greater good of the community. Mars retrograde also touches upon something far more nuanced: the fact of the matter is that Mars is not always metabolized well in polite society. With Mars' connection to sharp instruments, appointments for haircuts, tattoos, and even acupuncture would be best left for a later date. The entire motivational landscape may seem to change overnight, upending projects and plans, and stifling our passions. Well-intended schemes fizzle out before our eyes, while alluring would-be lovers that got our hearts racing at the start of Mars retrograde peter out and lose their charge. Typically, any plans initiated under Mars retrograde go nowhere, slowly. When Mars is in retrograde we may instead find ourselves in turmoil, frustrated by the lack of forward movement. Many of us are conditioned to envision life as an escalator which ascends in a perfectly linear fashion to the next destination. As modern life trends ever closer to the need to be "on" (and online) 24/7, we've become quite attached to the driving spirit of Mars, whether we're conscious of that connection or not. While there's often much ado about Mercury and its retrogrades, Mars' backward travels can be just as unsettling. Mars is often associated with choleric emotions like anger and frustration. Mars is also our inner survivalist, battling the elements and opposition for the right to thrive. Mars may erupt into ruthless action when sufficiently traumatized, however, blindly striking forward with Machiavellian cunning. ![]() Psychologically, Mars is associated with the process of individuation, the gradual unfolding of selfhood that only seeks to please itself. While we may think of Mars as a warrior planet exclusively concerned with the offensive, in truth, Mars plays both sides of the battlefield equally well: a dignified Mars has more than enough chutzpah to strike as well as strike back, depending on the needs of the moment. Mars embodies our drive and ability to act. Mars retrogrades are only second to Venus retrogrades in their rarity. During these transits, Mars appears to move backward in the sky, recovering anywhere from ten to twenty degrees each retrograde over the course of sixty to eighty days. Mars stations retrograde every twenty-six months, with these retrogrades normally lasting between two to two-and-a-half months.
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![]() Unlike the nicely cleaned and formatted datasets that you get to analyse in tutorials, real-world data is often messy and noisy. The dataset contains US railroad incidents from 2019. It is not the most exciting dataset since I tried to find a public dataset which is similar to the type of data that he has to analyse at work. The whole notebook is available here, if you want to go through it. I will give some code samples from a notebook that I created for a friend who wanted to get started with text analysis in Python for his job. I want to show how to apply some simple, but powerful, text analysis techniques and how to tackle problems you might run into. However, I want to give a pragmatic example on how to deal with real-world text data which you might encounter in your daily work life. There are plenty of tutorials and articles on how to get started with NLP in Python, some of which I will link to in this article. ![]() This article will be of a similar format. Some Python knowledge is necessary, so I suggest you check out my previous article in which I give tips on how to get started with Python or R for Data Analysis. In this article, I want to start with the very basics of text analysis in Python. Besides, there exist various Python libraries for natural language processing (NLP) with a huge plethora of in-built functions that will do the heavy lifting for you. If you can write long and awkward functions in Excel, let me reassure you that Python is way easier and more intuitive. I have outlined in a previous article, that many people are reluctant to pick up coding because they believe that it is difficult and in-depth math knowledge is required. However, I honestly do not know why someone would do that if free and less awkward tools exist - like Python. 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![]() There are so many monsters, as we discussed before, to unlock through this Summoners War tier list, and every one of them will come with their unique move sets, styles, and usefulness to the team. So let's see who will be the characters coming under these tier categories, respectively. 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I was actually shocked when getting my FP1, after using CM, how limited the user is with customizing the OS. Talking about flexibility or customization: Stupid things like this could easily be avoided, if you simply let user decide which shortcuts to use, instead of the developers. The point is that CM offers much more flexibility for the users, plus more privacy features. Probably, if a phone on the mass market would come with CM instead of regular Android, most users wouldn’t even realize the difference. I don’t think it lacks acceptance, I think most people are just afraid of flashing a custom ROM on their phone. That’s why I actually do not understand your point. (By the way, a better recovery mode will be great too - see request!)ĬyanogenMod is just a modified and expanded Android I’m pretty sure next releases will be great and the community will ports other rom and/or help you to improve user experience. However, thank you Fairphone for your job. Please consider some of this described functions as feature request to improve next FairphoneOS. You cannot neither install AdAway to prevent to display ads without root… I understand, but we need some things to counterbalance that (by defaut, for everyone - not only for geeks who will compile Fairphone OS without Google apps).Ībout FLOSS and freedom, if you like to put preinstalled apps (Google, iFixit), it could be nice to preinstall too F-Droid ( see request) and, why not, a bundle of alternative apps to Google softwares?Īnd about the launcher… they are also alternatives well designed maybe more convenient if you have many applications… I think the current launcher need some improvements to better fit to users… Privacy impact is maybe a good thing but a it is very limited to protect users from too large app permissions.īecause the FP2 come not rooted, you cant install Xposed and you dont have any possibility to control app permissions. 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