![]() New Zealand Wines: A perfect storm of ideal climactic conditions conspired to make this the best growing season most winemakers in New Zealand have ever seen, and the bumper crop is already been widely touted as the “Vintage of a Lifetime,” something I explained in more detail earlier this year. If you have a fan of the distinct and powerful coastal Scotch whiskies like smoky, peaty Laphroaig, consider the new Hakushu Heavily Peated, which uses malted barley that has been given an extra dose of peat smoke while drying, and is aged in American white oak bourbon casks ($155). The hugely honored (see above) Yamazaki 25-Year Old Single Malt is the pinnacle of Japan’s artisanal craft whisky experience, available for $1,600 at top retailers. Suntory just released two more whiskies not previously sold in the US on our shores, so consider these brand new options if you want to give a gift your recipient has almost certainly never had. It also comes in a beautiful and distinctive bottle. If you have a fan of blended whiskies like Chivas or Johnnie Walker on your list, look no further than the Hibiki 12-year old, one of the best blends I have tasted, and for the price, simply exceptional ($65). Yamazaki is the highest-profile premium whisky label in Japan, and for a bigger gift impression, consider the vaunted Yamazaki 18 ($140), which I have not tried. I’ve had a fair amount of it and it is really good stuff. For single-malt lovers, check out the Hakushu 12 ($60) a medium peaty whisky that will be welcomed by people who drink Scotches like Bowmore or Oban. It may surprise you to learn that Japan has been making high-end single-malts in the classic Scottish tradition for nearly a century and a half, and in fact, produces the whiskies closest in style to the Scottish greats. Suntory's Yamazaki 25-year-old was voted World’s Best Single Malt at the 2012 World Whiskies Awards, no small honor. ![]() Japanese Whisky: Earlier this year I covered this trending topic in detail, writing here at that Japanese whiskies are “the next big thing.” I was right, and they continue to grow in popularity as their quality is increasingly recognized worldwide, with leading brands Hakushu, Yamazaki and Hibiki all winning gold medals in major international competitions year in and year out. Yamazaki is Japan's best known whisky and world class - especially with the 25-year old just.
0 Comments
![]() The SEC was empowered under Section 407 of Dodd-Frank to adopt these regulations effective July 21, 2011, but the effective date for enforcement of many of the relevant rules has been delayed to March 30, 2012. 3221 (June 22, 2011), available at (the "Implementing Release"). See "Rules Implementing Amendments to the Investment Advisers Act of 1940," Investment Advisers Act Release No. ![]() At the same time, the SEC adopted rules and rule amendments that require advisers who are exempt from registration either under the Venture Capital Exemption or under a new exemption for advisers to private funds with less than $150 million in assets (collectively, these two types of advisers are "Exempt Reporting Advisers"), to file certain reports with the SEC. See "Exemptions for Advisers to Venture Capital Funds, Private Fund Advisers With Less Than $150 Million in Assets Under Management, and Foreign Private Advisers," Investment Advisers Act Release No. On June 22, 2011, the Securities and Exchange Commission ("SEC") adopted investment adviser rules implementing this exemption, including a final rule defining "venture capital fund" under Section 203(l) of the Advisers Act (the "Venture Capital Exemption"). Our experts suggest the best funds and youĬan get high returns by investing directly or through SIP.The Dodd-Frank Wall Street Reform and Consumer Protection Act ("Dodd-Frank"), effective July 21, 2010, amended the Investment Advisers Act of 1940, as amended (the "Advisers Act"), to provide an exemption from the obligation to register under that Act for persons who provide advice solely to "venture capital funds". ![]() ![]() Save taxes with ClearTax by investing in tax saving mutual funds (ELSS) online. ClearTaxĬan also help you in getting your business registered for Goods & Services Tax Law. Our Goods & Services TaxĬourse includes tutorial videos, guides and expert assistance to help you in mastering Goods and Services Tax. Our GST Software helpsĬAs, tax experts & business to manage returns & invoices in an easy manner. Further you can also file TDS returns, generateįorm-16, use our Tax Calculator software, claim HRA, check refund status and generate rent receipts for Income TaxĬAs, experts and businesses can get GST ready with ClearTax GST software & certification course. You can efile income tax return on your income from salary, house property,Ĭapital gains, business & profession and income from other sources. Just upload your form 16, claim your deductions and ClearTax serves 1.5+ Million happy customers, 20000+ CAs & tax experts & 10000+ businesses acrossĮfiling Income Tax Returns(ITR) is made easy with ClearTax platform. Such companies have an active role in their investments and they are known for presenting guidance and holding a board seat.įactors To Consider For Venture Capital InvestmentsĬlearTax offers taxation & financial solutions to individuals, businesses, organizations & chartered accountants.All firms that obtain venture capital investments are generally believed to be risky with a high-growth potential.Venture capital funds focus on a particular type of early-stage investment, which is why they differ radically from mutual funds and hedge funds. Venture capital is a kind of equity financing through which companies can raise funding before starting operations or earning revenues or profits. Even so, such investments remain largely out of reach to regular investors.Now accredited investors have the ability to take part in venture capital investments too. In the past, only professional venture capitalists could take part in venture capital investments. These investments are usually termed as very high-risk or high-return investments. Venture capital funds handle the money of investors who seek private equity stakes in startups as well as small- to medium-sized businesses that have excellent growth potential. ![]() So it seems that people are at least wising up to these dodgy programs. These apps tend to hound users, which is part of their downfall, as due to the bad reputations of some of these apps the number of Macs affected has fallen, according to Malwarebytes. Potentially Unwanted Programs (or PUPs): Famous examples include Advanced Mac Cleaner, Mac Adware Remover, and Mac Space Reviver. According to Malwarebytes: “macOS’ built-in security systems have not cracked down on adware and PUPs to the same degree that they have malware, leaving the door open for these borderline programs to infiltrate”. A virus is only one type of malware of which there are many, and unfortunately there have been cases on the Mac.Īdware: Once this malicious software is installed on a Mac it will show advertisements and pop ups for software – most likely for Potentially Unwanted Programs like those we will discuss next. A computer virus is so called because it is capable of replicating itself and spreading. The word virus gets used a lot more than it should be – a more accurate word would be malware. However, malware, dubbed Silver Sparrow, was found on the M1 Mac soon after launch so even Apple’s own chips are not immune.Ĭurious to know what Mac viruses are out there, perhaps because you were thinking you might spy some suspicious processes or malware names in Activity Monitor on your Mac? In this article we will endeavour to give you a complete list.īefore we run through the malware that’s been spotted on Macs we need to address this question. Even Apple’s Craig Federighi has admitted there is a problem, saying in May 2021 that: “We have a level of malware on the Mac that we don’t find acceptable.” To stay safe, we recommend you read our best Mac security tips and our round up of the best Mac antivirus apps, in which we highlight Intego as our top pick.Īnother thing to note is that Apple’s own M-series chips that it has been using in Macs since November 2020 are considered more secure than Intel processors. In recent years malware on the Mac actually decreased, however, as you will see if you read on, Macs are not completely safe from attacks. For more information read: how Apple protects you from malware. We also discuss whether Macs need antivirus software separately. This is part of Apple’s Gatekeeper software that blocks apps created by malware developers and verifies that apps haven’t been tampered with. Apple has all the malware definitions in its XProtect file which sits on your Mac, and every time you download a new application it checks that none of those definitions are present. In addition Apple has its own built-in anti-malware tool. If you were to install something from an unknown developer Apple would warn you to check it’s authenticity. You can specify whether only apps from the Mac App Store can be installed, or if you are happy to allow apps from identified developers too. You can check these settings in macOS Ventura’s System Settings > Privacy & Security and scroll to the Security section, or, if you are using Monterey or older, go to System Preferences > Security & Privacy > General. For example, macOS shouldn’t allow the installation of third-party software unless it’s from the App Store or identified developers. ![]() Luckily Apple has various measures in place to guard against such threats. ![]() Do not upload other material at this time, thanks!Īfter a discussion with their sound engineer/partial manager, i got the *Please Note that Uploads are Limited*: Jon will be choosing specific items to be hosted (to be uploaded by him and his designees). On January 6, 2004, the Disco Biscuits gave permission through their archivist Jon Goldberg for shows to be hosted at the Archive. Clearly the disco biscuits offical taping policy will still be enforced, but since i'm fairly busy with the official releases, i'm letting Jordan take over this responsibility. Jordan also knows all of our standards and can accept or decline uploads. He can add or remove people from the approved uploader list. Jordan Nadler (ghotiphan4398gmailcom) has been a constant help to our group and an archive uploader for a while and can answer any approval/unapproval type questions. I am stepping down as the contact person for the disco biscuits archive stuff. Jon Goldberg is still the official contanct for the band. Jordan Nadler (ghotiphan4398gmailcom) is the new archivist. On we received the following email explaining the change of guard for the "official approver" for the Disco Bicuits live music archive. Soundboard recordings of the Disco Biscuits (post ) are still not allowed to be posted on. Please let me know when these changes have been made. They can download shows and alter them if they wish and reupload them, however they will not be able to remove sources. ![]() ![]() Plan C will still exist, however they will no longer control the content on. We would like for anyone to be able to upload Disco Biscuits and Disco Biscuits Side Projects recording to the LMA. Based on recent considerations, we have decided to do away with a restricted upload policy. I'm writing to you to inform you of a change in the Disco Biscuits /LMA upload policy. On, Jon Goldberg sent us the following note: ![]() Rio Rancho is the site of Intel's Intel Fab 11X, one of the largest semiconductor fabrication plants in the world. The services, retail, and government sectors are also major components of the local economy. The Intel Corporation is by far the largest employer in Rio Rancho. The western portion of the city receives slightly more rain and snowfall due to its higher elevation than that of the more densely developed eastern portion of Rio Rancho. Rio Rancho receives 8.90 inches of precipitation annually on average. Rio Rancho is in an arid climate due to its location in the rain shadow of the Sandia Mountains to the east and the Continental Divide to the west. Rio Rancho is bordered by Albuquerque to the south, the Santa Ana Pueblo to the north, with the town of Bernalillo and village of Corrales to the east.Īccording to the United States Census Bureau, the city has a total area of 103.7 sq mi (268.5 km 2), of which 103.4 square miles (267.7 km 2) is land and 0.31 sq mi (0.8 km 2), or 0.31%, is covered by water. An escarpment lies to the west of the city limit. It lies in the Albuquerque Basin to the west of the Rio Grande, which is a boundary on the northeast corner of the city. About 3.7% of families and 5.1% of the population were below the poverty line, including 5.1% of those under age 18 and 5.8% of those age 65 or over. The per capita income for the city was $20,322. Males had a median income of $39,162 versus $27,385 for females. The median income for city was $47,169, and for a family was $52,233. For every 100 females age 18 and over, there were 89.9 males. For every 100 females, there were 94.2 males. ![]() In the city, the population was distributed as 29.2% under the age of 18, 7.0% from 18 to 24, 32.0% from 25 to 44, 20.1% from 45 to 64, and 11.7% who were 65 years of age or older. The average household size was 2.70 and the average family size was 3.14. Of 18,995 households, 40.3% had children under the age of 18 living with them, 59.4% were married couples living together, 10.3% had a female householder with no husband present, and 25.7% were not families 20.8% of all households were made up of individuals, and 7.9% had someone living alone who was 65 years of age or older. City Hall opened in September 2007.Ĭensus data and expectations Historical population Census The sports and live event arena opened in October 2006. In the early 21st century, the city worked to create a center: the Downtown City Centre development included a new city hall, a new University of New Mexico West and Central New Mexico Community College campus, and the Santa Ana Star Center. It is seeking to attract more businesses to the area, so that residents might live and work here. It established a separate public unified school district and library system. ![]() Since the 1990s, Rio Rancho has taken steps to become more independent from neighboring Albuquerque. The opening of a large Intel Corporation plant in 1981 generated numerous jobs and had positive economic effects for the city. The City of Rio Rancho was incorporated in 1981. Migrants were attracted to this area, and the population grew ten-fold between 19. He organized dinner-parties for prospective customers in northern states through offices in 14 states. The first families moved into this development in the early 1960s.Īmrep contracted with Ezio Valentini, one of the original developers of Cape Coral, Florida, to design and implement a marketing plan to encourage land sales. In 1961 Amrep Corporation purchased 55,000 acres (22,000 ha) and created a housing development called " Rio Rancho Estates". Its proximity to the city of Albuquerque made it a prime area for suburban development in the post-World War II period. (Mexico had been independent of Spain since 1821.) The ranches were used for cattle and sheep.īy the early 20th century, much of the land grant had been divided and sold to land investment companies. It was acquired by the United States in 1848, after it defeated Mexico in the Mexican-American War. The great majority of the territory of Rio Rancho was originally part of the Town of Alameda Grant, which was founded by Spanish colonial settlers in 1710. Rio Rancho Estates in 1970, with the Sandia Mountains in the background ![]() Would like to thanks the Bit team for sending me this unit giving me the opportunity to experience such a powerful and dynamic sound. Opus 1s unit was sent me as a sample unit, I am not affiliated with the company and all observations and opinions will be only my own. At the end of this review you can find all the specs about this product. Each DAC manages the left and right channels separately to produce the best sound with the higher resolution and wider spacious feel. This DAP uses two CS43198 DACs released by Cirrus Logic in 2017. Opus1s is based on Android operation systems compatible with the ARM Cortex-A9, up to 1.4GHz with the Quad-Core CPU DDR3 1GB to express the best possible sound, providing bit to bit decoding and supporting wide variety of audio formats. I have never had the opportunity to test the original Opus 1, but as stated by the company 1s will retain the sound of the audio-opus series praised by users, enhancing ultra low range and high range sound compared to the existing Opus1, giving you a more dynamic sound. The Bit is a company based in Korea, quite famous in the audiophile world, in particular with its previous models: Opus1, Opus2, Opus 3. Yeah, streaming gives you more possibilities and access to millions of tracks, but for me and hope is the same for you, the most important thing is audio quality, and under this point Opus 1s will not surely disappoint you. ![]() Although it is primarily Cabernet Sauvignon, Opus One makes use of Merlot, Cabernet Franc, Petit Verdot and Malbec in smaller percentages.In a world where DAP companies follow the route of WiFi and streaming apps like Spotify and Tidal, the Bit with its new Opus 1s choosed a more traditional approach for its audio portable device. After an additional year and a half in bottle, Opus One is released to the market. The wine is then aged in new French oak for a year and a half, during which time blending takes place. The grapes are hand-harvested, and gravity flow is used to get the fruit from the destemmer into stainless steel tanks for fermentation. Opus One is a single wine, a Bordeaux Blend sourced from the estate vineyards in Oakville, which include blocks of the famous To Kalon vineyard. Opus One's brand grew considerably in the 1990s, particularly in markets outside of the United States, and in 2005, when Robert Mondavi Winery was acquired by Constellation Brands, Opus One also became part-owned by the multi-national company. It was released to the public in 1984, but had already attracted attention, as a single case of the wine had sold for $24,000 at the first Napa Valley Wine Auction in 1981. The collaboration was conceived in the 1970s and then first realised in 1979, when the first vintage of Opus One was created. ![]() It continues to be one of the most expensive Cabernet Sauvignon-dominant wines produced in Napa Valley. It was the first premium California wine sold in Europe. ![]() Opus One is one of the world's most famous wines, and is a partnership of two of the most respected figures from Bordeaux and Napa Valley, Baron Philippe de Rothschild of Château Mouton Rothschild and Robert Mondavi. ![]() Early shipments of gold totaling almost 13,000 metric tons were escorted by combat cars of the 1st U.S. The depository was built by the Treasury in 1936 on land transferred to it from Fort Knox. It is protected by the United States Mint Police and is well known for its physical security. It is operated by the United States Department of the Treasury and stores over half the country's gold reserves. The United States Bullion Depository, often known as Fort Knox, is a fortified vault building adjacent to the Fort Knox Army Post. ![]() Main article: United States Bullion Depository On 16 October 2020, V Corps was reactivated at Fort Knox, just over seven years after the colors were last cased in Wiesbaden, Germany in July 2013. Army Cadet Command relocated to Fort Knox and all summer training for ROTC cadets now takes place there. Army Armor School moved to Fort Moore, Georgia, where the Infantry School is also based. Patton's career, is shown at the General George Patton Museum on the grounds of Fort Knox. Army's Cavalry and Armored forces, and of General George S. Army Armor Center and School, and was used by both the Army and the Marine Corps to train crews on the American tanks of the day the last was the M1 Abrams main battle tank. It is named in honor of Henry Knox, Chief of Artillery in the American Revolutionary War and the first United States Secretary of War.įor 60 years, Fort Knox was the home of the U.S. It currently holds the Army Human Resources Center of Excellence, including the Army Human Resources Command. The 109,000-acre (170 sq mi 440 km 2) base covers parts of Bullitt, Hardin and Meade counties. It is adjacent to the United States Bullion Depository, which is used to house a large portion of the United States' official gold reserves, and with which it is often conflated. There are also individual and group skills training sessions, and training sessions based around improving athleticism.Fort Knox is a United States Army installation in Kentucky, south of Louisville and north of Elizabethtown. It is available for both boys and girls of all ages, and welcomes players of varying abilities. This is a league which runs all year round.Kentucky Warriors Youth Basketball Organization.300 Martin Luther King Blvd, Nicholasville, KY 40356.Seasons are 6 weeks long, and games are generally played on Saturday. Leagues are available for various different age groups, but all fall within the range of 4 and 12 years old. YMCA of Central Kentucky runs youth basketball leagues in the Summer and the Fall.YMCA of Central Kentucky Youth Basketball.Games commence the week after, in October. An evaluation weekend is held in September, and is followed by the first practice session the following weekend. This is a Fall basketball league, available for children aged 6-14 and separated into 4 different age groups.“How do I add a youth league, team, tournament or basketball camp near me to the 2023 Youth Basketball Directory?” If you are aware of a tournament, league, team or camp for kids that is not yet listed, feel free to click this link to the ‘ Add Listing‘ page and notify us so that we may include it below: brings together the local KY community of recreational and competitive basketball teams, leagues, camps and tournaments for kids, so that it’s convenient to find your game in an area near you. Find the Best Basketball for Kids in Kentuckyīelow, you’ll find the 2023 Youth Basketball Directory – the ultimate list of indoor and outdoor basketball leagues, teams, camps and tournaments for boys and girls ages 3-14, organized in order of the most to least populated cities and towns in Kentucky, updated for Fall, Winter, Spring and Summer 2023. ![]() You can cancel your subscription anytime in your App Store account settings. You will not be automatically billed if you turn auto-renew off at least 24 hours before the end of the current billing period. You can turn off your auto-renew in your App Store account settings. yoga anytime, with videos focused on balance, strength, stress and more. Yoga for Anxiety SOS Practice: Squeeze Everything. ![]() ![]() After your free trial, you will automatically be billed $17.99 USD per month (price varies by currency) to your App Store account. Online teacher training in Yoga for Parkinsons Disease from Theresa Conroy. unlimited access to 2900+ high-quality yoga and meditation videos you can do anywhere, anytime. You will not be charged during your free trial. Plus, you can download up to 30 videos for offline viewing. Your subscription also includes unlimited access to our website. With the Yoga Anytime iOS app, easily stream our videos on your iPhone, iPad, or Apple TV. Start your free 14-day trial today and try one of our challenges to get started! For yoga teachers, we have a special collection of shows such as Bhagavad Gita Courses, Vinyasa Sequencing, and Integral Anatomy to support your journey as a teacher. In addition to our guided yoga practices, our subscription includes unlimited access to meditations, anatomy tutorials, philosophical discussions, Sanskrit lessons, and more. 115+ of our seasoned teachers share the teachings of Yoga authentically and wholeheartedly, so you will experience a warm welcome at any level. With thousands of high-quality yoga and meditation videos to stream and download, new content added weekly, and 150+ yoga shows featuring a theme, teacher, or style, you can customize your yoga journey for any style, duration, level, or special need. So, grab your yoga mat and get ready to Zen out (or heat things up, depending on your mood) with the 13 best yoga videos below.The Yoga Anytime app is handcrafted and custom-built to support your immersive yoga practice. “Like any skill of sport, practicing consistently (every day if you can) is best,” says Wilson. There are even yoga stretches you can do right in bed.ītw, tuning in every day is best. Get unlimited access to 2,900+ streaming and downloadable high-quality yoga and meditation videos you can do anywhere, anytime. ![]() The videos vary in level, from total beginner, as in, never om'd a day in your life, to more advanced practitioner, and range in length from five minutes to a full hour. It’s helpful to know if your teacher went to a school that’s been acknowledged by the yoga alliance.īelow, you'll find 13 of the top-rated and most loved yoga sequences on YouTube. “When looking for an instructor, try to find out where they got their initial 200 hour certificate. “Every yoga instructor has their own style so it’s really a matter of finding what resonates with you,” says Angelica Wilson, an E-RYT 200 certified instructor. This past year, five winners each went home with a Defender and 25,000, and 25 finalists took home 5,000 each courtesy of presenting sponsor CHASE. and Canadian nonprofits get a chance to apply for 25,000 in fundingand a brand-new customized Defender 130 to help them cover more ground faster. These have been viewed a collective 107 million times to date! Now, every year, the hardest-working U.S. Women's Health browsed through and found the best yoga videos on the streaming platform. Practice this video anytime when you are stressed. Getting your oms is even easier thanks to YouTube, where you can find expert-led flows for free. Yoga for Stress, Anxiety & Panic Attacks- 30 Minute Gentle yoga practice that can be done by all levels. And yoga is one of those exercises that you can practice pretty much any place that's got enough room to unfurl a yoga mat. Finding a workout you love that you can do anytime and anywhere is a powerful thing. ![]() I have a wonderful DH and 2 wonderful sons. They made some dishes that I miss and there were/are no recipes for them. I regret not having paid more attention to my Grandmothers' cooking. ![]() After all these years I'm trying to get all my index cards and clippings, that still sound interesting to me, posted here so that I can find them and eventually make them! I've posted some of my Mom's recipes. Yes, your lamb chops can be pink in the middle.I've collected recipes since I was a teen. Simply set it to the desired doneness temperature from the chart above, and it will sound an alarm once it reaches that temperature. The best way to determine when your chops are cooked through is by using a probe thermometer, so that you can track the lamb chop temperature the entire time it’s in the oven roasting. How do you know when lamb chops are cooked? ![]() TIP: Cooking above medium is not recommended as it may taste gamey. International temperature will rise another 5-10 degrees while resting.
![]() update_layout ( title = "Population changes 1987 to 2007", width = 1000, height = 1000, showlegend = False, ) fig. import numpy as np import matplotlib.pyplot as plt Fixing random state for reproducibility np.ed(19680801) x np.random.rand(10) y np.random.rand(10) z np.sqrt(x2 + y2) fig, axs plt.subplots(2, 3, sharexTrue, shareyTrue) marker symbol axs0, 0.scatter(x, y, s80, cz, marker'>') axs0, 0.settitle('marker'>'') mar. Import pandas as pd import aph_objects as go from plotly import data df = data. Scatter ( mode = 'markers', x =, y =, opacity = 0.5, marker = dict ( color = 'LightSkyBlue', size = 80, line = dict ( color = 'MediumPurple', width = 8 ) ), showlegend = False ) ) fig. Scatter ( mode = 'markers', x = x2, y = y2, marker = dict ( color = 'LightSkyBlue', size = 20, line = dict ( color = 'MediumPurple', width = 2 ) ), name = 'Opacity 1.0' ) ) # Add trace with large markers fig. Scatter ( mode = 'markers', x = x, y = y, opacity = 0.5, marker = dict ( color = 'LightSkyBlue', size = 20, line = dict ( color = 'MediumPurple', width = 2 ) ), name = 'Opacity 0.5' ) ) # Add second scatter trace with medium sized markers # and opacity 1.0 fig. Figure () # Add first scatter trace with medium sized markers fig. Define X and Y: Define the data values on X-axis and Y-axis. uniform ( low = 4.5, high = 6, size = ( 500 ,)) # Build figure fig = go. The following steps are used to create a matplotlib scatter marker which is outlined below: Defining Libraries: Import the important libraries which are required for the creation of the scatter marker ( For visualization: pyplot from matplotlib, For data creation and manipulation: NumPy). In general, we use this Python matplotlib pyplot Scatter Plot to analyze the relationship between two numerical data points by drawing a regression line. In the official documentation you can find an additional parameter, edgecolors, which allows setting the edge color. uniform ( low = 3, high = 6, size = ( 500 ,)) y2 = np. 1 Answer Sorted by: 60 When you use scatter plot, you set a color for both face and edge. ![]() But when I switch to Matplotlib version 1.3.1, 'linewidths' parameter works well. ![]() uniform ( low = 3, high = 6, size = ( 500 ,)) y = np. I'm trying to change the thickness of the marker 'x' when using scatter, but I found the 'linewidths' parameter doesn't work for Matplotlib version 3.1.0. Import aph_objects as go # Generate example data import numpy as np x = np. |