# artificially append some duplicate dataĭf1 = df1.append(df1. Duplicate rows in a DataFrame can be removed using the () method. It is quite helpful when you want to ensure your data has a unique key or unique rows. Idx = _tuples()ĭf1 = pandas.DataFrame(np.random.normal(size=(5,2)), index=idx, columns=) Any duplicate rows or a subset of duplicate rows will be eliminated from your DataFrame by using Pandas DataFrame.drop duplicates (). Here's simple example for posterity: import numpy as np In the case where I have a fairly complex MultiIndex, I think I prefer the groupby approach. This is actually so simple! grouped = df3.groupby(level=0) It should also be noted that this method works with MultiIndex as well (using df1 as specified in Paul's example): > %timeit df1.groupby(level=).last() Note that you can keep the last element by changing the keep argument to 'last'. Using the sample data provided: > %timeit df3.reset_index().drop_duplicates(subset='index', keep='first').set_index('index') Furthermore, while the groupby method is only slightly less performant, I find the duplicated method to be more readable. drop_duplicates is by far the least performant for the provided example. I would suggest using the duplicated method on the Pandas Index itself: df3 = df3 I thought that adding a column of row numbers ( df3 = range(df3.shape)) would help me select the bottom-most row for any value of the DatetimeIndex, but I am stuck on figuring out the group_by or pivot (or ?) statements to make that work. Index = pd.date_range(start=startdate, end=enddate, freq='H')ĭata2 = ĭf1 = pd.DataFrame(data=data1, index=index)ĭf2 = pd.DataFrame(data=data2, index=index)Īnd so I need df3 to eventually become: A B I'm reading some automated weather data from the web (observations occur every 5 minutes, and compiled into monthly files for each weather station.) After parsing a file, the DataFrame looks like: Sta Precip1hr Precip5min Temp DewPnt WindSpd WindDir AtmPressĮxample of a duplicate case: import pandas as pd In the weather DataFrame below, sometimes a scientist goes back and corrects observations - not by editing the erroneous rows, but by appending a duplicate row to the end of a file. How to remove rows with duplicate index values?
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That’s not to say that anything less (or none at all) is a bad file, but it’ll make things easier to begin with. To make this easier, though, try and find one that’s rated 5 stars. txt files only contain information about how to display the correct notes and lyrics at the correct time.Ģ) Select “browse songs” on the left hand side, and you can surf this site by artist, genre, or SingStar editions (these files are direct rips from SingStar using a program like the ones I’ve linked above).ģ) Find and click on a song you like. txt files (NOTE: the mp3s are not available here, more on this in a second). Once you are able to login, you will have access to thousands of. You’ll need to sign up with an account first, but this is easy enough. txt file of a song, there are a number of websites you can use. If the options above aren’t applicable to you, or you want to add some non-SingStar songs, follow the steps below.ġ) In order to obtain a. The following method of adding songs applies to anyone reading this. I’ve never tried these programs myself, and don’t know how up-to-date those links are, but presumably they’re straightforward enough. On these places, just search for UltraStar, and you’ll have a number of things to choose, including homemade packs and the aforementioned SingStar games. If that method’s not your cup of tea, but you already own some of the SingStar games, there are programs that will rip your games onto the computer for you, which you can find on the old UltraStar Deluxe Wiki. Instead, I will concentrate on the 2 files that you really need: a txt file and an mp3.įirst of all, to really get started, you can easily obtain all the files you need for all songs that are on the existing SingStar games. I won’t go into the latter 3 options at this stage (they’re not hard to add, but I’m trying to keep this as simple as possible). This will then be displayed when you flick through the songs on the selection screen. If a video file is set to play, then the image will not be displayed).ĥ) A CD cover image of the song (or the album that it’s from). mp4).Ĥ) An image to display in the background of the song while it is being played (this is an alternative option to having a video. These are not essential but do enhance the gameplay experience:ģ) The song’s music video (most standard video formats are compatible with UltraStar, such as. Optionally, the following types of file can also be added to the folder. txt file tailored for the song in question (more on this in a second) Give the folder a name that will make it easy to identify, such as ‘Cheryl Cole – Fight For This Love.’ Within each song folder, as the bare minimum, you will require:ġ) A. To add them, you should create a new folder for each song you add in C:\UltraStar Deluxe\Songs (unless you specified a different directory on installation). The necessary files for the songs are stored in a folder in the UltraStar directory. Even though your microphones won’t be set up yet, it gives you an idea of the gameplay. There should be a couple of freebies in there. I would recommend going into the ‘Sing’ option and selecting one of the sample songs as a starting point. These will be necessary when you set up your microphones, and like most programs it offers options for changing the appearance and turning on/off certain features. It is typically played across 7 rounds the team with the most points across the rounds is the overall winner.ģ) Tools – this contains a MIDI file converter (more on this at another stage) and setup options. The game chooses which players from each team are going to sing on each round. It will take you to your collection of songs, and you can browse through them using the left and right keys, pressing enter to make your selection.Ģ) Party – As I mentioned in my last entry, this takes the game to a whole new level when you’ve got a group of people playing, with various different modes including blind (the notes do not show), first to 5000 (the song ends when 1 player has achieved this), and ‘pass the mic’ (where the whole group gets involved). The start screen will look something like this:ġ) Sing – what it says on the tin. Once it’s downloaded and installed, run UltraStar Deluxe. The ChallengeMod is fantastic as well, but that’s for another time. To obtain this version, click on the installation appropriate for your operating system, and download the installation file. Though the current version of UltraStar isn’t actually final, it’s pretty damn awesome and much better than the older versions. There are a number of options on the above link. Start off by downloading the program from the official website: An updated version of this article can be found here Please note: my UltraStar guides now have their own dedicated website on. Some cameras opt for hard-wired internal storage, like the Miofive 4K. There are often bundles available with the card. Some come with larger cards, and some budget models come without. Incident recording triggered by impact (G) sensors, or when in parking mode (see below), by motion detection.The camera should have a setting that allows you to specify how long the camera runs off 12-volt before shutting down. This requires a battery or large super-capacitor (see below in “Power connections”). Self-powered recording when power fails, so that you can be sure to capture all of an incident.It’s handy for those managing fleets of vehicles, too, as incident videos are safely stashed online. Uploading to the cloud in real time is a nice hedge against damage and theft-assuming the thief isn’t smart enough to kill the dash cam immediately. Cloud storage is available with a few dash cams.Most dash cams will overwrite older recordings when they run out of space. Video is saved (protected from overwriting) automatically when an incident is detected. Video is recorded, then immediately overwritten at a specified interval unless saved. Continuous loop recording to minimize storage requirements.Don’t avoid 4K UHD-which is a feature in our best overall picks-but read the reviews first so you know whether the cost is justified. For most purposes,1080p is the more frugal everyday choice. In our tests, the gain in detail from 4K video (2160p) can vary, but the storage investment is consistently heavy: four times the storage of 1080p, or around 1GB for every three minutes of video. Do you need 4K UHD? It’s easy to fall victim to the specsmanship of a higher-res image.WDR (wide dynamic range) is much like above, except it usually refers to only color and not contrast.It also generally indicates richer color. HDR (high dynamic range) isn’t necessary, but it does make for more detailed video because of better contrast.Infrared lighting is important if you want to assure good captures of nocturnal events inside the cabin of your vehicle.Day and night video recording (night quality is a big variant).Note that the wider the field of view, the more fish-eye distortion there is, and more processing is involved to compensate. Some cameras offer 160- to 180-degree lenses. A decently wide field of view: You’ll see cameras with as little as 90-degrees field of view, but you’ll catch more of what’s around you if you go for 120 to 140 degrees.Interior cameras are generally situated on the dash cam, but rear cameras are separate and require additional cabling. Dual-channel support: This is what you’ll need if you want to run both front and rear, or interior (cabin-view) cameras.We’ll step you through what to think about when you’re shopping for a dash cam, from video capabilities, recording options, power connections, and more. They are attracting big game designers and I think have a real chance to create total new gaming experiences. NFTS, they can keep trade in the game and outside the game. They've created a gaming ecosystem on a blockchain where in game assets are. This show is sponsored by GALA Games, a new sponsor and a fascinating one. We're very picky about the sponsors we take on, so hopefully if you buy their stuff you'll find value in it, just as I have. It's the best way to support this podcast. I try to make this interesting, but I give you time stamps, so if you skip, please still check out the sponsors by clicking the links in the description. As usual, I'll do a few minutes of ads now, never any ads in the middle. Her story, the story of North Korea, the story of atrocities throughout the 20th century committed by Hitler, Stalin and others, is a reminder that the world is full of darkness, but it is also full of beauty and love, and it is a world worth fighting for and every way we know how. Next day, after talking with Charles I spoke with Wyoming Park, who's a North Korean defector and who spent time in Mongolia, as many defectors do in her and their escape from North Korea. Mongolia, for example, was a reminder of that for me. From suffering in the world because money is power. It is technology that enables freedom from oppression. I do want to say in terms of ideas that at least to me, cryptocurrency is much bigger than just the way for a few Americans to make a quick buck through meme driven speculation. Speaking to the humor and the intelligence of a man who's bold, innovative, does not shy away from a bit of fun and a bit of controversy, which makes him a fascinating human being to explore ideas with. When I asked him if he has a nice professional picture of himself, he sent me a picture of him in Mongolia with a hawk on his shoulder meeting the Mongolian president. As a side note, let me say that Charles is not just a mathematician or cryptocurrency innovator, but also a Colorado based farmer of bison and mushrooms, a gamer, a fisherman and a world traveler. Check them out in the description to support this podcast. Quick mention of our sponsors gala games all form indeed, express, VPN and asleep. The following is a conversation with Charles Hoskinson, founder of Cardano, cofounder of Ethereum and a mathematician who's one of the most well read and knowledgeable people on the technical side of cryptocurrency that have ever spoken to. Please support this podcast by checking out our sponsors: – Gala Games: – Allform: to get 20% off – Indeed: to get $75 credit – ExpressVPN: and use code LexPod to get 3 months free – Eight Sleep: and use code LEX to get special savings EPISODE LINKS: Charles’s Twitter: Charles’s YouTube: Cardano Website: IOHK Website: PODCAST INFO: Podcast website: Apple Podcasts: Spotify: RSS: YouTube Full Episodes: YouTube Clips: SUPPORT Charles Hoskinson is the founder of Cardano, co-founder of Ethereum, a mathematician, and a farmer. Pressure in the eyes: Amyl nitrite can increase the levels of fluid in the eyes, causing intraocular pressure.Allergic reactions: Scented poppers can cause problems for people who are allergic to certain fragrant chemicals.Crusty skin lesions: These typically occur around the nose, lips, and other areas exposed to amyl nitrite fumes.Respiratory reactions: Inhaling strong chemicals, such as poppers, can affect breathing and other functions of the respiratory tract, leading to sinus problems and wheezing.They can vary in intensity and may persist after the euphoric effects of the drug wear off. Headaches: Because poppers cause blood vessels in the brain to widen, headaches can result.Poppers may cause other unwanted effects, such as: However, the drug can also reduce the ability to get an erection. Some people report that using poppers enhances their pleasure from anal sex. Poppers also relax the muscles around the anus. If blood pressure drops too low, it may cause fainting or a loss of consciousness. Poppers primarily act as vasodilators, which means that they expand blood vessels. People typically use poppers for a pleasurable feeling of intoxication or euphoria, but some find the experience unpleasant and disorientating. In addition, alcohol can increase the risk of adverse effects such as dizziness and lightheadedness. Mixing poppers with alcohol is also unsafe and can result in a dangerous drop in blood pressure. This can increase the risk of cardiovascular complications, which can be fatal. Some people mix poppers with erectile dysfunction medication, such as sildenafil ( Viagra) and tadalafil ( Cialis). Some experts suggest that using poppers may lead to risky sexual activity, increasing the chances of contracting HIV.Īlso, research from 2017 links long-term poppers use in men who have sex with men to a higher risk of cancers related to viruses and sexually transmitted infections. This may occur because the drugs’ chemical formulations cause retinal damage. It is also possible for poppers to cause temporary or permanent vision loss. Taking poppers may also lead to serious brain or eye damage and risky sexual behavior.įor example, research in rats indicates that the chemicals in poppers may be toxic to the brain and inhibit learning and memory. Taking the drug in this way can cause irregular and rapid heart rhythms and result in a syndrome called “sudden sniffing death.”Īlso, poppers can have other complications that are potentially fatal.įor example, the drug can cause methemoglobinemia, a life-threatening condition that occurs when the body produces too much methemoglobin, a substance in red blood cells. Inhaling poppers can cause severe effects, and may be fatal. Share on Pinterest Inhaling poppers can cause irregular and rapid heart rhythms. I opted for the 32 inch LG 32UN800-B 4K HDR-10 Ultrafine Ergo monitor which was at the same price point as the 27 inch LG 4K UltraFine offered by Apple, and includes an ergonomic and articulating stand. I wanted more desktop than offered by a 27 inch display, and did not want the issues that users of 34, 39, 49 inch gaming displays were experiencing with their resolution. There are two different 27 inch LG displays in the online Apple store that are compatible with the M1 mini: 1) 4K Ultrafine, and 2) 5K Ultrafine. I tried my new M1 mini on a 4K HDR 40 inch TV via HDMI and the text was porous and I new it would give me significant eye strain, even with that computer prescription. It also means that you want a better quality display that resolves text as very sharp, and not blurry. One consideration is that if you opt for a 4K display, everything will appear smaller on the screen, and unless you have acute vision, you may find that you need a special computer eyeglass prescription. Click it and open it up to full size to see. I have attached a screenshot of my LG 27UN850-W and you can see that the UI and text is not proportionally tiny or hard to read. With a 27" 4k monitor, you get 26,628 pixels per square inch. With a 27" 1080p monitor, you get 6,653 pixels per square inch. Retina display is essentially all about packing in a high pixels per inch count. The concept above is exactly how built in Apple displays work. What VikingOSX said would be true with different display resolution settings, but that is not how Apple intended it to be set for a 4k monitor. Packing 4 times as many pixels into the same physical space results in much sharper text, lines, curves, etc. Double the horizontal (1920 = 3840) and double the vertical (1080 = 2160).īottom line, on screen, you have 4 times as many pixels making up the screen content, yet at the same visual size as 1080p. For each single pixel on 1080p, the 4k monitor displays four pixels, in a 2 x 2 grid. If you double 1920 you get 3840 and double 10. Bear with me as this takes a bit (at least it did for me) to wrap your brain around. With a 4k display set in preferences to use its native "default for this display" resolution, what you see visually on screen with a 27" 4k monitor is exactly the same size as what you would see on a 27" 1080p monitor. I disagree with VikingOSX on this: " One consideration is that if you opt for a 4K display, everything will appear smaller on the screen" It is all I hoped for, and more, in that it solved the problem my previous monitor had with not waking up with my M1 Mac mini. To say that I have been pleased with the choice would be an understatement. After a great deal of reading and research, I purchased the recently released LG 27UN850-W. You don’t want your friends and family members to accept or decline a wedding invitation in the days leading up to your wedding, so, add a firm deadline to your wedding RSVP cards. You may want to leave a space for them to write down any specific food allergies and dietary restrictions, too. Unless you’re having a buffet, food stations or cocktail style catering, you’ll want to ask your guests which entrée they want. You’ll want there to be enough room for them to write both their first name and surname, so be generous when it comes to the size of those lines! If you don’t want to fill out the cards for your guests (that’s a lot of extra work), leave space for them to write their name and the name of their partner or plus one. The most common route is checkboxes, but you can leave space for a more formal written reply if that’s more your style.Ī space to write their name and the name of their partner/plus one The point of wedding RSVP cards is for your guests to say whether they’re coming to your wedding or not, so you’re going to need to leave a space for them to answer the question. This is your essential guide to wedding RSVP cards. If you’re not sure how to make yours, this is the article for you. These will let you know exactly who will be attending your wedding and who won’t be able to make it to your big day. For destination weddings, ensure you give your guests enough time to arrange flights or other modes of travel.One stationery item you’ll definitely want to include with your invitations is your wedding RSVP cards. This allows your guest ample time to arrange child care, accommodation and transportation. RSVP cards for weddings should be mai led out six to eight weeks before the wedding. How long bef ore the wedding should RSVP cards be sen t? Don’t forget to let guests know how to RSVP - if you’re sending out paper wedding RSVP cards, include a pre-addressed envelope, or leave an email, phone number or URL which allows them to RSVP. A headcount of the guests will be required by your caterer at least a week before the celebrations, and you will be able to finalise your seating arrangements. This gives your guests ample time to plan and organise their schedules accordingly. Th e RSVP date should fall at least three to four weeks before your big day. What date do you put on your wedding RSVP card ? Include the location, culinary choices, and the RSVP date (of course). Have a blank spot for your guests to accept or decline, as well as a space for the guest's name. The wedding RSVP cards should start with a salutation such as “kindly reply”, or you can choose the wording to be more traditional and formal. What do I w rite on a wedding RSVP card ? FAQsĪlthough it’s not mandatory, sending out wedding RSVP cards adds a personal touch that allows your guests to confirm their attendance while providing you with essential information about seating arrangements and any dietary requirements that need to be accounted for. If you have any questions, contact us, and our helpful team will help you craft the perfect RSVP cards for weddings. 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Selecting a complimentary base will provide a satisfying carpet of attraction when making the perfect Stick mix. This can be likened to foods that we would usually consume alongside spices meats such as pepperoni, chorizo and typical Indian curries. Spices, unlike other ingredients, boast an extremely distinctive taste and aroma that are suited to certain types of base, especially in boilie and Stick mixes. Whether you’re targeting pressured day ticket venues, or tricky intimate pools, the spice has the power to fool even the wariest of carp. The following step-by-step sequence outlines a devastating tried and tested Spicy Stick Mix that has been used to great success by a handful of top anglers. The world is your oyster when it comes to spicing it up, with vast arrays of products readily available to every angler, experimenting is key to unlocking those secrets. Thinking outside of the box can provide you with even greater success and a little edge for yourself that you can use to your advantage on those busy waters that regularly see the same type of baits week in, week out. The easy-to-use ingredients are sometimes the critical dimension to your bait and spicing up those typically bland baits has been a major edge for many years. It’s no wonder why anglers have been including spices in their baits for many years. In the case of carp, a positive response is provoked, often leading to a harder feeding reaction. But why? It’s a difficult one to distinguish why, but like most naturally distinctive additives, GLM and Belachan for example, hot spicy additives stimulate senses within an animals feeding palette and as a result trigger a response. For a carp, a seemingly pleasing flurry of attraction that keeps them interested and feeding hour after hour. Spices! 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