3/19/2023 0 Comments Top trending news storiesWith the weighted keywords extracted for all articles, the next step is to cluster the news into stories. On average, it needs less than 0.1s to process one article. With a 2.5GHz CPU and 8GB RAM PC, it took about 50 minutes to complete all 30k+ news articles. The keyword extraction in this approach runs quite fast. Subsequently, a simple lookup table is created to link those top keywords to their alternative names or abbreviations. For simplicity, this article builds an entity linking table by a quick check of those top keywords.Īs shown in the figure, the highlighted keywords in the same colour are referred to as the same entity. The top 100 keywords account for about 24% of all extracted keywords, while the top 500 are about 40%. The most popular keywords are shown below. There are Python libraries such as BLINK to verify the extracted entities with Wikipedia data for general purpose applications.įor this 30k+ article dataset, there are about 250k keywords extracted in total. The objective of this step is to link the entities with their alternative names or abbreviations to improve keywords similarity calculation in the next stage. In addition, the keywords which are related to news providers’ names and writing patterns are also removed, e.g., Reuters, Thomson Reuters, CNBC, source, story, Reuters story, etc. The objective of keywords filtering is to remove the unwanted words, misclassified entities, and symbols, such as stop words, date-times, month names, prepositions, adjectives, determiners, conjunctions, punctuations, emails, special symbols #, ^, *, etc. A simple formula to calculate the score of a keyword is as follows:Īs machine learning models are not perfect, there are also a small number of misclassification errors in the Spacy NLP model. An Entity keyword weighs more than a Noun Chunk in the same location. To improve the performance of keyword extraction, the following modules are presented: Keywords ScoringĬonsidering the importance of a keyword in the news, different weights are used depending on the keyword type (Entity or Noun Chunk), keyword location (title or content) and appearing times.Ī keyword appearing in the title is assigned with more weight than that in the content. Instead of spending much effort on training a deep learning model, this article uses Spacy as the base tool to extract the entities and noun chunks efficiently. It also supports the extraction of noun phrases. Using its pre-trained model, it supports fast NER (Named Entity Extraction), including most entities such as Persons, Organizations, GPE (countries, cities, states), etc. Spacy is an open-source Python library, capable of most NLP applications. The keywords are often from the named entities and noun phrases in the article. The objective is to select several keywords with term frequency to reflect the key information of the article. Keywords extraction is one of the major tasks in the pipeline. In this article, those provider related patterns are cleaned using regular expressions in Python. If those pattern phrases are not removed, they may be recognized as the keywords of the article, thereby leading to more noises to story clustering. ![]() Facebook’s Zuckerberg to testify before Congress: source - McDonald’s accused of firing worker who sued over COVID-19 claims : Bloomberg - Coty to appoint Chairman Peter Harf as its new CEO : WSJ - Siemens prepares for COVID-19 trough to last 6–9 months : CNBC For example, the Reuters news in this dataset has many articles with common patterns of following phrases or entities. Provider-specific text patternsĪ news provider may have some patterns in its articles. The non-English characters are removed simply. The majority of articles in this dataset are written in English. Text cleaning is often a domain or problem-specific task. Those text features, if not cleaned during the early stage of the pipeline, may cause noises to downstream tasks. Online news often contains many unwanted texts, words from other languages, provider-specific patterns, etc. There are three news sources in the dataset, i.e., Reuters, The Guardian and CNBC. Each article contains the title, a short description and the publishing time. The dataset has more than 30k news headlines from the year 2018 to 2020. This article uses the financial news headline dataset from Kaggle as an example to illustrate news clustering and trending story extraction. However, news data crawling is not the major focus here. There are several interesting articles about using Scrapy to crawl news or related data. ![]() Scrapy is a popular tool to build web scrapers. It is often necessary to collect data for text analysis from internet resources. All the codes for this solution are available in my GitHub repository. The following sections will explain all these tasks and the approach in detail.
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Mechanical, magnetic, optical, chemical or otherwise without the prior written consent of:įax: (818) 995-4422 URL: Written and designed by Frank Colin, with assistance from Joel Levin and Robert Pappas.įinal Draft software and Tagger software are trademarks of Final Draft, Inc. Translated into any language or computer language, in any form or by any means, electronic, This publication may be reproduced, transmitted, transcribed, stored in a retrieval system or Obligation to notify any person of such revisions or changes.įinal Draft User Guide Copyright © 2006 by C&M Software, LLC. Right to revise this publication and to make changes to the contents hereof without the Price is limited to thirty days from the date of purchase. Limited exclusively to the product replacement or refund of purchase price. Any liability of the seller or manufacturer will be The user mustĪssume the entire risk of using the program. The user is advised to test the program thoroughly before relying on it. Specifically disclaims any implied warranty of merchantability or fitness for any particular makes no representation or warranties with respect to the contents hereof, and 3/19/2023 0 Comments Living earth aledo![]() Installation techniques, perfected over three decades of industry experience. We want to effectively bring their vision to life through expert fabrication and countertop , showers, fireplaces, tile flooring, back splashes, custom molding, sinks, and faucets.Ĭommitted to delivering total customer satisfaction, we take the time to listen to each client to gain a clear understanding of their needs, whether for countertop Store that sells, designs, fabricates, and installs kitchen countertop is a locally owned and operated company out of Fort Worth, a service oriented company dedicated to providing top quality countertopĪnd services at honest, reasonable prices. Igneous Rock was the first to form on the planet and today make up 95% of the earth's crust. As they cool, crystals form and grow upon one another until the entire molten body has turned to stone. Igneous Rock - (Granite) - is formed by the cooling down and solidification of molten magmas and lava.Other sedimentary rocks are formed by crystallization of dissolved minerals. Some are formed by pressing together or compacting loose particles (mud, sand, shells or pebbles - they can also be remains of living things such as plants and animals) which have been deposited on land or in water bodies such as seas or lakes. Sedimentary Rocks - (Limestone and Travertine) - Sedimentary rocks are formed in two ways.The change which occurs may be a new development of texture, veining or color change. Metamorphic stone originates from a natural change from one type of stone to another type through the mixture of heat, pressure and minerals. Metamorphic Rock - (Marble and Slate) - is formed by the chemical and physical alteration of existing rock.The three classes of rock that form the earth's crust are metamorphic, sedimentary and Igneous. Natural stone is a product of nature formed in the earth's crust. Samples can be found at the fabricators showroom. Quartz slabs are manufactured and sold by different companies and come in multiple sizes and pricing and shipped to distributors. Polyester resins are added to the ground up quartz to bind them to make into a Quartz slab with different colors or pigments and are sold in the market to fabricators in sheets of 2cm (3/4") or 3cm (1 1/4") countertop thicknesses. These chips are ground up to the consistency of sand then mixed with binding resins and pigments to give the material its look. "Quartz" used to be known as engineered stone, because it is a synthetic material that’s made in a factory out of stone chips, resins, and pigments. But these are actually two separate materials with some very key distinctions. You may also be seeing more references to quartzite, which sounds a lot like quartz and can look similar. ![]() ![]() Quartz has become a design favorite in recent years and it's also the top-rated man-made material given its ability to shrug off stains and is virtually low maintenance. If you’re researching countertops for an upcoming kitchen or bathroom new construction or remodel, quartz probably keeps popping up on sites like Face book, Pinterest and Houzz, or in the pages of design magazines and books. 3/19/2023 0 Comments 220v quick disk connect boxTo enable low-level aspi-support (win98 with aspi-layer installed): To force ioctl-only access (windows-only): To enable ioctl access using MCI for CD audio (windows-only): To enable ioctl access using digital audio extraction for CD audio (windows-only, useful for Vista): To enable SDL-support (does not include low-level CD access!): In some cases you might want to use a different CD-ROM interface, for example if CD audio does not work: To enable CD-ROM support (includes MSCDEX) in Windows: To mount your CD-ROM in DOSBox you have to specify some additional options when mounting the CD-ROM. 1024x768).Īlternatively, you can disable the display scaling and or use a lower In the config/Options file for windowresolution (e.g. Windowed mode, and in this case you will need to change the resolution Unfortunately, this compatibility option causes some side effects in Tick "Override high DPI scaling behaviour" and set it to "Application". Right-click the DOSBox icon and select "Properties". You can disable this Windows behaviourīy enabling a specific compatibility setting: On top of dosbox resizing the screen, which can happen for the output:ĭdraw, opengl, openglnb, overlay. Windows in that case will resize the screen This is can be a problem on Windows 10, if you have display scaling To get back from fullscreen mode: Press alt-enter again. Play with the options: fullresolution, output and aspect in the configuration file of DOSBox. If fullscreen looks wrong in your opinion: Alternatively: Edit the configuration file of DOSBox and change the option fullscreen=false to fullscreen=true. Section 13: The configuration (options) fileįULLSCREEN: How do I change to fullscreen? The commands present there are run when DOSBox starts, so you can use this section for the mounting. In the DOSBox configuration file is an section. If everything went fine, DOSBox will display the prompt "C:\>".ĪUTOMATION: Do I always have to type these commands? To change to the drive mounted like above, type "C:". In Linux, "mount c /home/username" will give you a C drive in DOSBox which points to /home/username in Linux. For example, in Windows "mount C D:\GAMES" will give you a C drive in DOSBox which points to your Windows D:\GAMES directory (that was created before). You have to make your directories available as drives in DOSBox by using the "mount"Ĭommand. My Build game(Duke3D/Blood/Shadow Warrior) has problems.Īt the beginning you've got a Z:\> instead of a C:\> at the prompt. The game/application does not run at all/crashes! The game/application runs much too slow/too fast! The character/cursor/mouse pointer always moves into one direction! Right Shift and "\" doesn't work in DOSBox. The sound stutters or sounds stretched/weird. What sound hardware does DOSBox presently emulate? The game/application can't find its CD-ROM. If you have your game on a cdrom you may try this guide:ĭo I always have to type these "mount" commands? "How to start?" as well as the description of the MOUNT command (section 4: "Internal Programs"). It is essential that you get familiar with the idea of mounting, DOSBox does not automatically make any drive (or a part of it) accessible to the emulation. ![]() ![]() DOSBox can be configured to run a wide range of DOS games, from CGA/Tandy/PCjr While we are hoping that one day DOSBox will run all programs ever made for the PC, we are not there yet.Īt present, DOSBox running on a high-end machine will roughly be (always use the latest version from DOSBox v0.74-3 Manual = 3/19/2023 0 Comments Fresh air podcastHe reviewed "Back Home In Kansas City" by saxophonist Bobby Watson. (SOUNDBITE OF BOBBY WATSON'S "RED BANK HEIST")ĭAVIES: Kevin Whitehead is the author of the book "Play The Way You Feel: The Essential Guide To Jazz Stories On Film." And he writes for Point of Departure and The Audio Beat. Certainly the core Kansas City jazz values - a swinging beat, a personal style, and an earthy, bluesy sensibility - are all firmly in place. WHITEHEAD: Bobby Watson is indeed back home in Kansas City, though that's been true for a couple of decades. The singer is the bassist's sister those young musicians had backed - Carmen Lundy.īOBBY WATSON: (Singing) Looking back on the years, on the pain and the tears that would fall through it all - our love remains. Family ties come to the fore on Bobby's slinky ballad "Our Love Remains," with lyrics about continuity over time by his wife, Pamela Watson. The bass player is Curtis Lundy, a Watson ally since college days. WHITEHEAD: The album title, "Back Home In Kansas City," signals a reaffirmation of old connections. (SOUNDBITE OF BOBBY WATSON'S "I'M GLAD THERE IS YOU") Watson is a real improviser, looking for fresh angles, as on the standard ballad "I'm Glad There Is You." His soul-ups (ph) gallop along, though he can get momentarily sidetracked exploring in the moment. And Bobby Watson coaxes out its sweet, searing and squawky tones of voice, fine-tuning his pitch to make the horn sound brighter or darker. WHITEHEAD: The alto saxophone wants to sing. (SOUNDBITE OF BOBBY WATSON'S "BON VOYAGE") The improvising shifts to a Cuban style montuno, where Cyrus Chestnut vamps on piano. So Watson's "Back Home In Kansas City" is based on "Back Home In Indiana," and his "Side Steps" on John Coltrane's "Giant Steps." "Bon Voyage" transparently lifts from Herbie Hancock's "Maiden Voyage." But then Watson throws a curve. He follows common practice by writing new melodies on the chords to old ones. ![]() ![]() Leader Bobby Watson is proudly in the jazz tradition. ![]() On that same tune, Watson caps his twisty solo with a helpful hand-off, ending with a shapely phrase the trumpeter can launch his solo from. So does crackling guest trumpeter Jeremy Pelt, who sometimes solos on his heels. KEVIN WHITEHEAD, BYLINE: Bobby Watson on the title track of his album "Back Home In Kansas City." That alto saxophonist always brings the sparks. (SOUNDBITE OF BOBBY WATSON'S "BACK HOME IN KANSAS CITY") Jazz critic Kevin Whitehead says he sounds right at home. After decades working out of New York, Bobby Watson returned to Kansas City, near where he grew up. Alto saxophonist Bobby Watson came up in drummer Art Blakey's finishing school, The Jazz Messengers, and has recorded dozens of highly acclaimed albums since. 3/19/2023 0 Comments Live home 3d pro i![]() We also wanted a little dining nook, and a couple of places to sit and read. We wanted a TV watching area that we could gate off, so our puppy wouldn't get in too much trouble. We've puppy-tested this plan and it works! ![]() What are the odds that a small company making a home planning app will be able to represent objects that match commercial brand products, especially things like Harbor Freight workbenches or Lulzbot, Creality, and Ultimaker 3D printers? That white shelving is some Home Depot plastic stuff, and that workbench is a Harbor Freight workbench.Īlso: How to run your business from your smartphone TechRepublic On the wall opposite the 3D printers, you'll also notice some white shelving and a workbench. I did tell you this was going to be cool, didn't I? My floor plan actually has 3D representations of my actual 3D printers. If you want to see how the workshop and my studio will look as well, check out this quick video I made early in the renovation process. ![]() In fact, an astute observer of 3D printers could probably identify each of the six 3D printers shown. Notice how much easier it is to see what I'm planning than if I had just included an illustration with a bunch of boxes. This became quite helpful as I was trying to map out our house. A room planning product knows of rooms, doors, and walls. Diagraming tools know of objects and groups. That said, this is where Live Home 3D starts to differ from a traditional diagramming tool. A few cuts and a few pastes solved it, but it was a bit annoying. In the case of Live Home 3D, there were some areas where I added a room and it decided to change the angle of some walls. I'm very glad I did.įor the top-down floor plan view, Visio, OmniGraffle, or Live Home 3D all would have done about the same job. I ran into some licensing snafus that the support folks helped me with, but by that time, I'd started researching other tools and found Live Home 3D. That's $99 (or $199 for the pro version) for a year. Instead, I went with OmniGraffle, a decent-enough diagramming program for the Mac. Plus, no native MacOS Visio app? Really?Īlso: Augmented and virtual reality mean business I already pay for an Office 365 subscription, so I just couldn't bring myself to shell out another $60 to $180 to use an application I'd already paid for numerous times over the years and that is considered part of Office. Yes, there's a browser version of Visio, but that's either $5 per month or $15 per month, depending on whether you want the basic or pro version. For reasons I don't understand, Microsoft hasn't ported Visio to the Mac. 3/19/2023 0 Comments Banktivity vs moneydanceThis is your high altitude view – the big picture of your finances. Use it and you'll never forget a payment again. You can use this tool to schedule either individual payments or recurring transactions. Many national and regional banks support Moneydance for online bill payments and downloading transactions. Moneydance lets you pay bills from its platform using Direct Connect – the same program that Quicken and Quickbooks use. However, you must still use your bank app to schedule single or recurring online bill payments. Some budgeting apps are excellent at tracking your finances and money goals. You can also make payments directly from the app. Moneydance automatically downloads your transactions, then automatically categorizes them to help you track your spending. You can access each account from the same app. The Moneydance online banking can be a serious benefit when you have accounts at multiple banks. You probably have online banking through each individual bank but what if you have several accounts in two or more banks? It’s not often that you can do both with one program. Most apps specialize in either budgeting or tracking net worth and investments. The many banking and investment features can make Moneydance the only personal finance app you use. Moneydance is available for Windows, Mac, and Linux, as well as iOS and Android mobile phones. However, the Moneydance mobile app lacks many desktop features and other cloud-based apps are better. The Android or Apple mobile app is a good companion and syncs with your desktop using Dropbox. Moneydance remains a “desktop-first” budgeting app and is compatible with these operating systems: But you will find that with any software. There can be programming bugs with importing data files and syncing your accounts. Like any personal finance app, there is a small learning curve to efficiently navigate the software. The last feature can save you money by helping you to avoid late fees. You can also pay bills from the app, as well as receive alerts to remind you when payments are due. Not only does it keep track of your investments, but it also displays the performance of each. Moneydance can track your savings, mutual funds, stocks, bonds, and other investments. Many budget-focused apps have mediocre investment tracking – at best. The charting can be particularly beneficial for anyone with difficulty tracking spending. Your Moneydance charts and graphs give you a visual picture of where your money's going. You can also build a custom budgeting strategy including importing your existing budget spreadsheets.Īccessing all your accounts in one place makes tracking your money simple. Moneydance can automatically download financial transactions and sort them into their proper categories. Moneydance is a robust platform. Your entire financial universe assembles in one place. Monitoring investment account performance.Categorizing transactions and budgeting.Tracking bank, digital wallet, and credit card transactions.Some of the core Moneydance capabilities include: Developers can create customized extensions that add new financial tools without upgrading to a new software version every year. What makes Moneydance different than most apps is its open-source API. After that, you can purchase the software for a one-time fee of $49.99. Moneydance is free for the first 100 transactions. This in-depth Moneydance review can help you decide if this is the best premium personal finance app for managing your money. It’s also possible to handle multi-currency transactions and pay your bills directly from Moneydance. With Moneydance you can monitor your banking and investment accounts all in one place – using your computer and phone. Moneydance is a budgeting tool similar to Quicken but only charges a one time fee of $49.99, rather than expensive monthly charges. 3/19/2023 0 Comments Microsoft office log in![]() If you have a problem getting started, please contact the Service Desk. Please note: If you've already signed up to Office 365 using your student Gmail account ending you need to stop using this.įor more information, read the FAQs on Office 365. ![]() Your Office 365 username is not an email address – your student Gmail account remains the official University email account. ![]() Do not confuse this username with your student Gmail account, which ends with Enter your University password. Fix constant sign-in prompt for Microsoft You can reset the Windows Credential Manager For Word or Outlook you can sign out of your account once then it. Licensing Problems most common cause for Microsoft 365 application login issues is if the users accidentally removed. For example, if your University username is w1234567, your Office 365 username will be. Enter your Office 365 username, which is your University username followed by Your University username is 'w' followed by the first seven digits on your student ID card.If you're signing up for the first time to start using OneDrive and to download the Office package, you will need to: Once you get started with Office 365, you'll be able to co-edit your documents using Office applications online, in real time - anywhere, anytime, on any devices. Save documents, workbooks, and presentations online, in. Access your favorite Microsoft products and services with just one login. While you're studying at the University, you can use Office 365 for free on up to five devices, using your student login credentials. Collaborate for free with online versions of Microsoft Word, PowerPoint, Excel, and OneNote. 3/18/2023 0 Comments Aircall vsThe same call quality and reliability you would expect from a RingCentral or 8x8 is standard in Kixie’s phone integration, but you can install Kixie and pair it up with your CRM in under 3 minutes. Kixie is an enterprise phone solution designed primarily for sales teams. First we will review some of the benefits of Kixie’s system. What we will delve further into today is what makes each system unique, and right for you. Both of these services provide you with the ability to make calls via voice-over IP, integrate call data directly into Pipedrive, and record all of your inbound and outbound calls. Today we are going to run through Kixie and Aircall, two products that integrate call data directly inside of your CRM. How does somebody track this call data to ensure that their sales team is reaching out to leads correctly? Well, with the rise of phone systems that allow you to track call data directly into the CRM, it has never been easier. Studies have shown that if you call a lead within the first 5 minutes of them expressing interest you can increase your likelihood of connecting with that lead by 900%. Marc Ende, VP of Business Development at SeamlessDocs has said that 90% of his team’s sales are directly preceded by a phone call. Aircall vs Kixie - Sales Dialer Phone Serviceĭespite the automation revolution, it is undeniable that for most sales organizations, old-school phone calls are still King. 3/18/2023 0 Comments Master miyagi![]() In 1951 new students once more began to enroll at the garden dojo of Chojun Miyagi. They developed a close bond and An'ichi Miyagi became "uchi deshi." Chojun Miyagi spent hours everyday teaching and talking to his protégé, An'ichi Miyagi. This reflected in his teachings which became more detailed and of a more profound level. Such was his dedication to both his training and his teacher that Chojun Miyagi came to trust him implicitly. These visits to his teacher's house would not only involve karate training he also cleaned the house, tended the garden, made tea and performed any other tasks that needed attention.Īfter one year had passed the three friends who had begun training at the same time as An'ichi Miyagi, for various reasons, stopped training. An'ichi Miyagi took full advantage of this by going to the house of his teacher whenever he had free time. Other than this he was free to concentrate on teaching karate at his home. During this same period Chojun Miyagi was teaching three times a week at the Police Academy in Naha. His parents were dead and therefore he worked hard to support his family in the difficult times which existed after the Second World War. ![]() He was 17.Īt this time An'ichi Miyagi worked at Kadena air base (one of the many US installations on Okinawa). He began training along with three friends at the garden dojo of Goju-Ryu founder Chojun Miyagi in Tsuboya-cho (a district of Naha) in February 1948. Grand Master An'ichi Miyagi was born on February 9th, 1931, in Naha, the capital city of Okinawa. |
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