These apples were discovered in Australia in 1868. Granny Smith apples are the ultimate variety when it comes to baking, as their tart and sour flavor profiles are fantastic for balancing out the sweetness of pies, crumbles, and cobblers. Try adding some pizzazz to this picture by drawing plants, tree varieties, and other wildlife around the picture that’s native to New Zealand. When coloring in my illustration of this apple, make sure to have pink, orange, yellow/gold, and brown (for the stem) colors on hand. Gala apples were discovered in New Zealand in 1934, and have become quite popular in the last two decades. Gala apples are probably the most common variety found in grocery stores and supermarkets, as they’re able to grow in most climates in the United States. To make it more fun, I recommend using gold paint or glitter along the edges of this picture to give your Golden Delicious that extra shine. To color in my illustration of a Golden Delicious apple, you’ll need yellow or gold for the skin, and a dark brown color for the stem. Next on our list are Golden Delicious apples, a variety that was naturally cross-bred with Grimes Golden and Golden Reinette apples and first discovered at the turn of the 19th century. Since these apples grow in Canada, try adding to the coloring sheet by drawing birds, insects, or plants native to the country around the picture! 3. So, if you’re going to color in some of my McIntosh apple illustrations, make sure you have red, gold/dark yellow, and brown colors on hand! The McIntosh apple has a very deep red and golden color over the skin the golden color sits closest to the brown stem, while the red covers the majority of the apple. Instantly recognizable as the Apple product’s logo, the McIntosh apple dates back many years, to 1811 in Upper Canada. Try using fun tools like glitter gel pens and paint. To dress up the picture a little, you could draw leaves and branches around the apple. So, if you’re going to color in any of the above illustrations, make sure to have red, dark yellow/gold, and brown shades on hand. The Red Delicious apple is one of the most recognizable apples in the world.Īs can be discovered in their name, Red Delicious apples are a deep, rich red color, with some small, golden spots scattered along the skin and near the core. The apple is one of the world’s most popular fruits, but there are so many varieties – which ones are the best? For a list of 10 apples that are most popular to color and make crafts with, keep reading! 1.
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Return np.sqrt(periods) * (np.mean(returns)) / np.std(returns) Returns - A pandas Series representing period percentage returns. The create_sharpe_ratio function operates on a pandas Series object called returns and simply calculates the ratio of the mean of the period percentage returns and the period percentage return standard deviations scaled by the periods factor: # performance.pyĭef create_sharpe_ratio(returns, periods=252):Ĭreate the Sharpe ratio for the strategy, based on aīenchmark of zero (i.e. If you trade on a minutely basis, then this factor must be set to $252*6.5*60=98280$. Thus you need to set periods to $252*6.5 = 1638$, which is the number of US trading hours within a year. However, if your strategy trades within the hour you need to adjust the Sharpe to correctly annualise it. Usually this value is set to 252, which is the number of trading days in the US per year. It has a single parameter, that of the number of periods to adjust for when scaling up to the annualised value. Note that the Sharpe ratio is a measure of risk to reward (in fact it is one of many!). As with most of our calculation-heavy classes we need to import NumPy and pandas: # performance.py The first task is to create a new file performance.py, which stores the functions to calculate the Sharpe ratio and drawdown information. In this article we will implement the Sharpe ratio, maximum drawdown and drawdown duration as measures of portfolio performance for use in the Python-based Event-Driven Backtesting suite. The former quantities the highest peak-to-trough decline in an equity curve performance, while the latter is defined as the number of trading periods over which it occurs. The maximum drawdown and drawdown duration are two additional measures that investors often uses to assess the risk in a portfolio. Where $R_a$ is the returns stream of the equity curve and $R_b$ is a benchmark, such as an appropriate interest rate or equity index. In that article I outline that the (annualised) Sharpe ratio is calculated via: We've already considered the Sharpe Ratio in a previous article. In this article we are going to discuss how to assess the performance of a strategy post-backtest using the previously constructed equity curve DataFrame in the Portfolio object. Such data is widely obtainable (see:īesides these, your data frames can have additional columns which are accessible in your strategies in a similar manner.ĭataFrame should ideally be indexed with a datetime index (convert it with pd.to_datetime()), otherwise a simple range index will do.In the last article on the Event-Driven Backtester series we considered a basic ExecutionHandler hierarchy. With columns 'Open', 'High', 'Low', 'Close' and (optionally) 'Volume'. Backtesting ingests _all kinds ofĭata_ (stocks, forex, futures, crypto. The library doesn't really support stock picking or trading strategies that rely on arbitrage or multi-asset portfolio rebalancing instead, it works with an individual tradeable asset at a time and is best suited for optimizing position entrance and exit signal strategies, decisions upon values of technical indicators, and it's also a versatile interactive trade visualization and statistics tool. It has a very small and simple API that is easy to remember and quickly shape towards meaningful results. This tutorial shows some of the features of backtesting.py, a Python framework for backtesting trading strategies.īacktesting.py is a small and lightweight, blazing fast backtesting framework that uses state-of-the-art Python structures and procedures (Python 3.6+, Pandas, NumPy, Bokeh). If this building isn’t the right color for your home, Valley Structures can definitely order another shed that will match your home. If you go to our main page on our website: scroll down and you do a 3-D tour of some of our shed. So, if you are interested in a custom-built shed, pet structure, gazebo, or basically anything within our hauling capabilities, please give us a call and let us help you design that perfect structure to fill your needs. If we can do what you want then we will do it. If you want something done that you don’t see shown or listed anywhere, don’t hesitate to ask. At Valley Structures, we welcome your ideas. We want you to have a building that not only will suit your needs but also be attractive and possibly even be the focal point of your yard space. We are the manufacturer which means that we are not limited to “cookie-cutter” buildings with limited options. Ready to learn more? Contact our team.Īt Valley Structures, we have one goal in mind, to give the customer a quality product at a reasonable price. Whether we’re adding an attic, window, or additional shelving, we seamlessly integrate additional features to meet your needs. That being said, we can customize most of our buildings to suit your unique needs. We’re able to build affordable buildings by sticking with traditional designs that work. Custom Solutions Elevate Your Storage Shed. Please ask your sales rep for more details. We have a 5-year workmanship warranty on all ou r buildings. Call me today to see how we can get this shed in your yard with a low monthly payment Click this link and start the Credit App process before coming into Valley Structures here in Lynchburg. Financingĭon’t forget we offer Rent to Own through Heartland Capital Investments and Traditional Financing through Lendmark Financial. You just need to stop by Valley Structures on Timberlake Rd and see for yourself this 8 x 8 Chicken Coop. Options: Metal Roof, Ridge Vent, Chicken Door, Nesting Boxes, PerchesĪ Chicken Door can be left open if you want your Chickens to go in and out of the cottage. Information on the 8 x 8 Chicken Coop CottageĬolors: Siding: Red/ Trim:White/ Roofing: Black Metal Your chicks will be happy laying in these nesting boxes. The full-size human door makes cleaning out a breeze, so you are set up for production success from day one. Our chicken door will keep your chickens safe from predators at night. In addition, this coop comes with durable perches for your chickens to get their best beauty rest along with our comfortable nesting boxes. So our chicken coop comes standard with gable vents and operational chicken windows. The design and construction team know how important good ventilation is to egg production. You just need to stop by and check it out!Īre you looking for fresh eggs every morning? Do you want to walk out your backdoor and just grab an egg or 2? Whether you have a large 5-acre field or a tiny yard we can make your dream of free-range chickens come true. (Or if DIY isn't the right choice for you, check out these ready-made chicken coops you can buy.) No matter the route you go, don't forget the accessories for your coop-yes, chickens need accessories too.Īnd now for the coops themselves.Description 8 x 8 Chicken Coop A very simple chicken coop. Once you have the essentials in place, you can have fun with paint color, shutters, salvaged doors, and other aesthetics to design the perfect "tiny home" addition for your yard.Īs you decide on the best chicken breeds for your flock and do your research on how to best care for them in this handy guide to raising chickens, check out the step-by-step tutorials or chicken coop plans you can purchase on the slides ahead or even design your own dream coop to create a home sweet home for your new feathered friends. You'll want to think about a size that's not too big and not too small (keep in mind you might end up wanting more chickens than what you start with!) that will keep your chickens safe, happy, and laying eggs. And while you could spend $100,000 on a coop for chickens (for real!), there are lots of easy, affordable DIY chicken coops you can build too. There’s no place like home, and that’s just as true for your chickens as it is for the humans who care for them. And these budgeting worksheets will help you know those numbers. You can’t create a budget, track your spending, or crush your debt if you don’t have the numbers. And a free blank budget worksheet printable is a great way to start that organization. When it comes to achieving financial goals, organization is key. ) WHY USE PRINTABLE BUDGET WORKSHEET PRINTABLES (By the way, if you love free printables that help you organize life, check out these free printable downloads you can grab. In this post, we’ll go over how to best use the 4 free printable budget sheets that are included in the free download including: So first, congratulations on taking the steps that most people aren’t willing to. Which is why you’re here looking for a free free blank budget worksheet printable.īecause you’re ready to take action, set a monthly household budget, and track your spending and your debt. While most of us would be thrilled to be making more money, the truth is that the real issue is we struggle to organize our finances.
And we are done, the rest is just algebraically solving for x. One thing that should immediately jump to mind is that as we have shown, in an isosceles triangle, the height to the base bisects the base, so CD=DB=x/2.įinally, AD is the height, which means that the angle ∠ADC is a right angle, and we have a right triangle, ΔADC, whose hypotenuse we know (10) and can use to find the legs using the Pythagorean theorem, c 2 =a 2+b 2, Let's review the properties of isosceles triangles. We probably need to use these two things to solve the problem. So the answer we are looking for is (base times height)/2, or x times 2x/3, divided by two.īut how do we find x? There are two additional things we were given in the problem which we haven't used yet- the length of the leg (10), and the fact that this is an isosceles triangle. Then we know the height, AD, is 2x/3, as given in the problem. Let's call the length of the base, BC, x. But, we are given the relationship between them, which is the hint on what we need to do. We need to find the area of the triangle which we know is given by the formula (base times height)/2.Īn issue we have is that we don't know either the base length or the height. To solve this problem, We'll work backward from what we need to do. Substitute known values into the area formula. In an isosceles triangle, ΔABC, with leg length 10, the height to the base is equal to two-thirds of the base. So, for the rest of this lesson, your first task is to identify the which side is the base, especially when you get to the more challenging ones. Let's put into practice a number of the properties we've proven so far, in the following geometry problem: Problem Definition Surface area Volume Triangular pyramid A triangular pyramid is a three-dimensional solid a polyhedron with a triangular base and three triangular faces meeting at the pyramid’s apex. In this lesson, we will show an easy strategy for solving the following problem: how to find the area of an isosceles triangle. Featuring a sleek and flowing design, this lock is packed full of features, without creating an eyesore on your main entrance. An extensive range of back sets are available to suit a wide range of timber and aluminium doors. The E-LOK 9-SERIES is available in the narrow profile that fits our unique style of joinery. It can be an invite for app only, code only or access with both. The invite to guests will be sent to their phones. You can set guests’ access level and pin code from your phone. You will get instant notifications so that you can see who has been coming and going. Whether you are at home or not, you can trust that your home is sealed and secure. By activating the Auto-Lock feature, your lock will automatically lock after a specified amount of time. Use your phone to unlock your home and manage who has access with the free app.Īuto-Unlock knows when you are home and opens the lock automatically. With a simple push of a button on the app you will be able to let your family, friends, cleaner, dog walker or the builder in instantly even when you are not home. The Yale Digital Access Kit allows you to have full control of your door lock from your phone, no matter where you are. Programming your Assure SL Digital Door Lock Never lose power, the lock can be energised with a 9V battery.Ĭustomise auto re-lock, privacy mode and tamper alarms within the lock menu. No cylinder means no lost keys and no pick and bump break-ins. Lock-up without the hassle of keys by simply tapping the keypad. The lock will guide you through setup and menu options in 3 languages. Replaces your existing deadbolt in minutes with just a screwdriver. Wakes with a touch and has backlit numbers.įully motorized, tapered deadbolt accommodates for misaligned doors. Create unique pin codes to share with your family and friends for ultimate convenience. This sleek and modern touchscreen deadbolt allows homeowners to enjoy the convenience of 100% key free unlocking. When the batteries are completely discharged, you can easily supply power to the lock from outside with a standard 9V battery. It warns in case of low battery with alarm and LED. This is a child safety feature as small children will have difficulty opening the door.Ĩ0dB alarm goes off if anyone attempts to damage the lock or force the door open. When enabled, the button on the inside handle must be depressed before the lever will operate. You can add meaningless numbers before or after the PIN when there is a chance of exposing your PIN to others.Īutomatically locks the door after checking it is properly closed. To prevent the PIN from being exposed due to residual fingerprints after opening a door, a new technology has been adopted to complete the door opening process by wiping the keypad with your palm after entering the PIN. 4 digit one time code for temporary access. Three access solutions, PIN code, proximity card or key for your convenience. Suitable for both timber and aluminium applications, the Yale 3109a Digital Door Lock can be used with PIN code, proximity cards or key. Our best selling digital locks Yale 3109a Digital Door LockĬombining high security with cutting edge technology, the Yale 3109a Digital Door Lock is a high quality security solution for the contemporary home. Lock and unlock your home with ease using a simple keypad touchscreen, proximity card or remote controller. With electronic digital locks you never need to worry about carrying around or losing your keys again. Electronic digital door locks allow you keyless entry into your home. In the Lab's most recent test, our scientists analyzed 62 chemical and mineral body sunscreens, narrowing the field to the top 29 sunscreens. The Good Housekeeping Institute Beauty, Health and Sustainability Lab constantly tests beauty products, including sunscreens. "These ingredients sit on top of the skin and block UV radiation." "Mineral sunscreen uses physical blockers like zinc oxide and titanium dioxide," explains Chris Tomassian, M.D., a Los Angeles-based board-certified dermatologist and founder of The Dermatology Collective. There are two types of sunscreens: mineral and chemical. Side note- I always double cleanse/oil cleanse with jojoba oil and make sure to really massage around my nose or other trouble zones for blemishes to make sure I’m getting all my sunscreen off at the end of the day, otherwise I do find that some of these options will build up in my pores with daily use/reapplication.No matter the weather, the season or the length of time you'll be outside, wearing sunscreen is an absolute must (yes, even when it's cloudy!). I haven’t put it to the test in the pool or on a long sunny hike or anything like that, but if you reapply as directed I imagine it’ll provide good protection! (17.53% zinc oxide content, if you’re curious.) I got a sample size at Target for like five bucks, but I’ve been using it almost a week and am ready to go in on the full size once it’s gone, it’s a great product on its own or under makeup. Right now I’m giving a Hero Force Shield a try- mineral SPF 30 with a fun mint-green tint that blends in amazingly well. Andalou Naturals has a whole bunch, however the added fragrance (mostly derived from essential oils last time I checked) might be irritating to sensitive skin. Mychelle and Mad Hippie have decent facial SPF options, some are tinted but most aren’t. (They don’t do too great with most makeup either.) They don’t dry down much is the only downside, so if your skin isn’t as dry as mine you may find them too oily. The containers have enough product to use daily on your arms/chest/shoulders too, which is nice. Click here to exitīadger makes some high quality sunscreens (non-nano, reef safe, zinc based, etc.) that have worked well for me in the past, including a tinted one that may rub into darker skin a little better than other physical SPFs or even provide a bit of tint for fair skin. Posts without a valid tag will be removed by Automoderator. Megathreads HG threads No/Low Buy threads Routine megathreads Referral threads Research threadsĪsking a question? Check out our Daily Help Thread! SkincareAddiction FAQ How to post About us Verified flair Related subs More Help Routine order Expanding your routine How to patch test Shaving Reduce, Reuse, Recycle Mental healthĭiscussion day (text-post only) & No/Low Buy ThreadsĬasual Friday (Humor, Cringe, Selfies, B&As are allowed General Chat) Skincare Core ▹▹ The ScA Routine ◃◃ Cleansers Moisturizers Sunscreen ▹▹ Search the sub ◃◃Įverything.on Skin Concerns (acne, PIH, and more!). Don't spam your blog, your product, your anything Quick Links Valid Title Tags COVID-19 Megathread RulesĤ. 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USB 3.1 Type-C x 1 / USB3.0 x 2 / Mic x 1 / Audio x 1 / Power button / RGB control button Onboard Lighting System: Trelux Lighting with Addressable RGB LEDsįront: 120mm x 2 + 120mm x 1 (COUGAR ARGB fan x 1 pre-installed)Ģ.5″ Drive Bay: 2+2 (converted from 3.5″ drive bays) There is one major difference between these whiskies that you should know: It’s still very popular among the boomer generation but has lost its appeal among younger generations who are more fonds of easier and sweeter whiskies.ĭifferences between Chivas Regal and Monkey Shoulder.Chivas Regal is a bit peppery and thin making a better whisky to make and Old Fashioned but definitely not one of my favorites.The Monkey Shoulder is great Scotch whisky for newbies as it is quite smooth and easy to drink and is also a great mixer to make cocktails.The Monkey Shoulder is a smoother whisky than the Chivas Whiskey Prices are approximate and stated in USD: WhiskyĬhivas Regal vs Monkey Shoulder: Which is better? This brand is owned by William Grant & Sons who owns prestigious brands like Glenfiddich and Balvenie.Ĭhivas 12 vs Monkey Shoulder: Price comparison.The name Monkey Shoulder comes from an injury that the maltmen (those that hand turn the grain in a malthouse) would get as it would leave one arm hanging.This whisky is a blend of malts with no age statement.It can’t be considered a single malt as the set of regulations that govern Scotch whisky require single malts to be made at a single distillery. The Monkey Shoulder is not a single malt whisky but a blend of single malts coming from 3 prestigious Speyside distilleries: Balvenie, Glenfiddich, and Kinnivie. Where this whisky shines is in cocktails as its flavor profiles mixes incredibly well in any cocktail. Monkey Shoulder is an easy whisky, good choice for those new to Scotch looking for something approachable and affordable. The Monkey Shoulder becomes better when adding a drop of water as it becomes sweeter, while subduing the oak spice note. The finish is short, with a tad of caramel and more oak spice bitterness to it. Hints of vanilla, orange and honey pop-up, followed by a bit of oak spice bitterness. On the palate, the Monkey Shoulder feels smooth and creamy with very little heat on the first sip. The nose brings a marmalade aroma, with hints of vanilla, nutmeg, clove and cinnamon. Palate: Malt, vanilla, orange, honey, oak.Nose: Marmalade, vanilla, nutmeg, clove, cinnamon.The Chivas Regal brand belongs to Pernod Ricard from France, who also owns a zillion brands including Glenlivet.Each one of the whiskies in the blend was aged for at least 12 years before bottling.This whisky is a blend of grain and malt whiskies crafted in an undisclosed number of distilleries across Scotland. Not the easiest whisky but mixed with soda becomes quite competent. The taste is not bright, but everything that is needed from a Scotch is present and its price makes it appealing. I would not drink it neat as I feel it somewhat peppery and bitter but it makes a decent dram to mix with soda making an enjoyable highball. Nothing special or remarkable about the Chivas 12 but nothing terrible. On the palate Chivas 12 is quite light with not much body, it has oak notes with a touch of caramel and hints of green apple, cinnamon and black pepper.įinish is short and light with peppery notes and a bit of heat to it, but not harsh. The nose is full of apple juice aroma, along notes of vanilla and lemon curd. Palate: Apple, malt, oak, caramel, pepper.Cheap Canadian Whisky Rankings (Worst to Best).Macallan 12 Double Cask vs Sherry Oak Cask.Four Roses Small Batch vs Single Barrel. Sometimes it arises because of a virus attack, while other time it happens because of our clumsiness. I have comprehended all my experience in the iMobie PhoneRescue review. Before recovery, it offered deleted files as thumbnails (download option only for the paid version). But the results were excellent except for video recovery. So, the recovery speed is quite lengthy compared to others. On my iPhone 13 Pro Max, it analyzed data in an hour. This iPhone data recovery software for Mac gave me complete access to my iOS devices. Hence, you receive secure, thorough, simple, and quick data recovery with a straightforward interface. It uses several cutting-edge technologies such as NO-DATA-LOSS, ForceRestore, Thunder-Extraction, SmartCompare, etc. With only three clicks, you may restore 31 types of lost data, even from damaged backups. If you accidentally forget the Lock Screen or Screen Time Passcode, it can erase them. You can repair frozen iPhones, iOS devices in Recovery or DFU Mode, and White, Blue, or Black screen of death. Data recovery directly from backups and iTunes.īesides attempting data recovery, PhoneRescue also resolves iOS system problems.I have taken all the criteria while choosing these, so let’s jump in! Supports a variety of data formats and recovery sources.It should offer good technical support. Verify compatibility with your Mac, macOS, iPhone, and iOS.It should have an intuitive and user-friendly interface.Ensure that the software is trustworthy and does not gather any private information,.So, keep the following factors in mind before you stick to one: You may find hundreds of iPhone data recovery software. Things to consider when choosing iPhone data recovery software I have tried, tried, and reviewed many paid and free iPhone data recovery software for Mac and Windows and compiled a list of the best ones.īefore that, let’s know what things you should check before purchasing iOS data recovery software. These software, at least some of them, help you fix your iPhone, while others retrieve deleted data. In this situation, an iPhone data recovery software helped me to tackle data loss. It became worse when I could not restore it from backup. Once I lost all my saved data in a split second accidentally. Let’s face it: we all keep our most sensitive and crucial data on our iPhones. |
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