![]() ![]() Browse Games Game Jams Upload Game Developer Logs Community. Shambling undead humans who died after being infected by some sort of virus and are now 'alive' again, commonly known fo. Kill Different Kinds of Zombies & earn rewards ĭo you like Zombie Hunter 3D Game? Rate & please leave the comments below. Find games tagged bloud and Zombies like Zombie Ricochet Women Hunter on itch.io, the indie game hosting marketplace. ![]() Many different target locations with new challenges.Prepare your gun & hunt your enemy in the battle.New kinds of zombie always appear in new survival locations. ZOMBIE HUNTER l ta game bn sng hnh ng sinh tn trong ch ph bin ca zombie (xc sng) vi ha 3D p mt v c bit y l game offline min.Zombies have different behaviors & abilities.Let’s download this free action game & have fun shooting Zombies! Hunt & shoot all the zombies away from the city. Zombie Hunter.io is an online free to play game, that raised a score of 4.04 / 5 from 25 votes. If this Dead Zombie Hunting game were set ten years ago, it would just be you. Be the Zombie Hunter & fight through the deadly night till you kill all the zombies.īe a zombie hunter, fight to survive & save the world!! Your target is to kill all zombies, & don’t get affected by the virus, its dangerous!!! ZOMBIE HUNTER - Offline Games is another combination between Dead zombie shooting & Apocalypse, except that you will shoot zombies offline through really. Youre heavily outnumbered in Dead Zombie Hunting. Save the city from spreading the plague virus infection. Zombie Hunter 3D is a deadly & vicious action-packed shooting game. Zombiehunter.io will help you increase your shooting skill and even control skills.Zombie Hunter 3D 1.5 Apk + Mod (Money/Unlocked) for Android Offline If you want to gain first place, you need to be surviving team when the time's up. The more members you have, the more power you got. On your way, there are many blue circles, you should select them to have more power and get more members. However, be careful with the enemy's teams which have more members than your team unless you want to end the game. You will use your shooting skill to kill the zombies and fight with enemies. Place your GOLD when you are ready - Zombies will now attack at night. How to Play Gather WOOD and STONE to build your base. Use the Shop to buy weapons and upgrade them. Therefore, you and your friends found a hunter team to protect each other. Build gold mines to generate gold and upgrade your buildings. Play ZombieHunter.IO online ZombieHunter.IO is playable online as an HTML5 game, therefore no download is necessary. The world is dominated by the terrible zombies and you need to damage them to survive. ZombieHunter.IO is available to play for free. Hordy ivých mrtvých se stávají nebezpeím pro hrstku peivích. Use the WASD or arrow keys on the keyboard to control the character’s movement. Eliminate other opponents to become the last survivor in the battle. While it doesn’t possess the best narrative on this list, nor does it receive. Welcome to the world of zombie hunters, Zombiehunter.io will turn you into a cool hunter. (2013) Záhadná droga zpsobila, e se z nkterých lidí stanou zombie. In ZombieHunter.io, you have to defeat zombies and gain experience to level up fast. ZombiU (later released as Zombi) is a punishing first-person survival horror game set in a zombie-infested London. You gain more power, your team is stronger. You gain more power, your team is stronger. Zombiehunter.io is a shooting game where you show your shooting skill to kill the zombies and the enemies. Zombiehunter.io is a shooting game where you show your shooting skill to kill the zombies and the enemies. ![]()
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![]() ![]() We’ll be continuing to drop new premium templates based on the most popular gameplay styles on a regular basis. ![]() To check out all our cool new templates, make sure to update to Buildbox 3.3.12! ![]() Multiple collectibles: switch that opens walls, key that opens exit door.Various platform types: crumbling, moving, swinging.Find the hidden key, then fight your way to the exit. Overcome dangerous obstacles such as wild indigenous creatures, crumbling floors, moving platforms, swinging logs, and acid pools of liquid. Our Planetary Quest template is also available but now at a discounted price! Explore an uncharted world in this 2D Platformer. Multiple collectibles: coins and health.Classic 8-bit art style with smooth animations.Modified 2D Platformer Brainbox for Beat’em up gameplay Get ready for a fruit-catching adventure with our mobile game template Control the basket and catch as many fruits as you can with simple left and right button controls.Beat up your enemies, collect points, and jump across rooftops with your fiery fist and furious feet. Fight through the streets of New York, past an onslaught of the opposing Ninja Gang to save your girlfriend. Go back in time with this old school, arcade cabinet inspired beat’em up. Gather coins, collect stars, defeat all enemies, and find hidden secrets like a true collect-a-thon. Previewing Game Templates Buildbox provides a variety of simple mini-games with prebuilt functionality. Jump over dangerous pits and bounce off of enemies’ heads in classic platformer fashion. Here’s What’s New in the Template Library: Adventure Run TemplateĬlimb to the top of the mountain in this 3D Platformer, inspired by your favorite classic video games. Create stunning 3D platformers, 2D brawlers to epic adventures, and more. Our new premium templates are available in our built-in Template Library in Buildbox 3.3.12 for instant access with hundreds of payment options, no matter where you live in the world.Įach template is a mini-game with pre-built features that you can edit and customize. We’re excited to announce that we’re now offering premium templates for sale for only $6.99 right inside of Buildbox! You’ll never have to worry about searching for mobile app templates online again! We’ve got you covered! Looking for awesome app templates to help you make 2D and 3D games? ![]() ![]() But otherwise, I would never play multiplayer on the cloud willingly it compromises the experience just a little too much. I may continue to play the campaign over the cloud so my partner can enjoy the TV sometimes, since I can treat the input lag as a small handicap. Just as when I played Forza Horizon 5 on cloud gaming, Halo Infinite is a respectable but slightly compromised experience. On my MacBook Pro, I had less trouble spotting them, but the lag still made me tend to stand still whenever I managed to aim at someone properly, making me a more vulnerable target for sticky grenades and flanking. It's playable, but naturally harder to spot foes on a six-inch phone screen. Still, during my regular campaigning on the Xbox Series X, I rarely died on normal at all (that's not meant to be a brag, it's not Legendary or anything). I played long enough on Campaign to charge into an enemy base, blow up the fuel cells, and take out reinforcements and other targets with just a couple of deaths. If it takes an extra quarter-second to orient your reticule on an Elite after he dodges to the side, that still gives you enough time to get shots off skillfully.Ĭampaign is the one Halo Infinite mode that's playable enough to recommend. Each enemy type, from Grunts to Elites, have specific attack patterns when they spot you. Source: Windows Central (Image credit: Source: Windows Central)įortunately, I found the Halo Infinite campaign on normal difficulty to be playable. ![]() As long as your connection works, it'll hopefully look good but you'll quickly notice the difference in quality compared to a console. Overall, a playable compromise seems like the best way to describe Halo Infinite cloud gaming. Our Stadia writer Tom Meyer, on the other hand, felt that his streaming experience was "pretty smooth," even if it "wasn't as smooth as locally installed." He felt it was, at least, a big improvement over the Master Chief Collection in visual quality, with much less pixellation and artifacting on screen. Overall, they felt that other xCloud games offer a much more fun time. Their first match over Wi-Fi was filled with "audio cut outs, large amounts of latency, lag, and freezes." After a router restart, they described the gameplay as "improved, but still nowhere near being a fun experience," and their third attempt over cellular had plenty of issues. WC news writer Zachary Boddy had a much worse time than I did. So I polled my fellow gamers at Android Central and Windows Central, asking them to play over the cloud and convey their thoughts. Of course, when it comes to Xbox Cloud Gaming, any gamer can have a different experience based on their internet connection and router. Compared to human players' improvisation, their consistency makes the lag surmountable. 343 bots have a tendency to make a straight beeline at you while shooting or move in predictable patterns from afar. ![]() My only good matches came against pushover CPUs in Bot Bootcamp. Your only hope with Halo Infinite Cloud Gaming is to spray-and-pray don't even try to snipe. That's why a mode like Fiesta works best, since you can hope for at least one good weapon. ![]() But good luck with a Battle Rifle a foe can swerve back and forth headshotting you while you hopelessly try and fail to keep up with slower inputs. You can sort of aim where you want bullets to go and pull off a lucky kill. ![]() Your easiest time is with spray-and-pray weapons like the Assault Rifle or Needler or power weapons like the Rocket Launcher or Gravity Hammer that require much less precision and timing. But against skilled opponents, or using the wrong weapons, you have no chance on the cloud when facing console or PC opponents. You quickly mentally adjust to the difference, where reacting to a foe's movements takes slightly longer to manifest on screen. To give Microsoft and xCloud all the credit they deserve, input lag on Halo Infinite is minimal, whether you use a Bluetooth or USB-C controller. ![]() ![]() ![]() (They both work through a VPN server. ![]() Afterward, you are going to go to either the original TPB site or a mirror site, if you prefer. What's new in version 1.4: - Update to improve the reliability of SofaPlay. So, here are the steps to successfully download torrents from TPB: Step 1: Access The Pirate Bay through your VPN server: To get a VPN server, follow the directions above. Just lean back on your sofa, get some pop-corn and enjoy a movie, or two. Your Mac is completely controlling and managing your TV and taking care of the streaming. SofaPlay streams your video wirelessly to your TV. Just drag any movie file onto SofaPlay and it will appear instantly on the big screen in front of you. It connects your Mac to your Smart TV and takes care of the streaming. Another option to go completely free is to install Ubuntu in Virtual box and then run PT for Linux. Unfortunately, there is no native Cisco Packet Tracer app for MAC. How to install Cisco Packet Tracer on Mac Os X - YouTube. Just drag any movie file onto.Ĭisco packet tracer for mac os x free download windows 10. FromFabian Pimminger:SofaPlay allows you to play media files directly from your Mac on the tv. The brain where all the local video files. Squire is a media center to stream movies and shows from torrents or local files. Explore 14 Mac apps like Sofaplay, all suggested and ranked by the AlternativeTo user community. Popular Alternatives to Sofaplay for Mac. You can get all of the media, Software, and Games at no cost. ![]() The website operates using the funds generated via Advertisement that you can avoid using the Ad-blockers extension, donations, and paid memberships. The homepage of this website is very much and serving torrents in different categories including Movies, Anime, Games, and Software. After KickAssTorrent is the most popular one with millions of users visiting. It’s a new torrent repository started by the new owners. SofaPlay allows you to play media files directly from your Mac on the tv. The Pirate Bay is one of the best torrenting sites. If you have something to add, drop your thoughts in the comments, and keep reading Fossbytes.MADE IN UKRAINE SofaPlay 1.4 – Stream media directly to your TV using the UPnP/DLNA standard. So, folks, these were some of the alternative to kickass torrents for 2022 that one can visit in the absence of KAT or KickAssTorrents. You can also read our list of the best websites for legal torrents and safe downloading. ![]() If your internet provider has blocked torrent sites, you can refer to the following proxy sites for downloading files via torrent: Hence, you can consider them as legal alternatives to KickAss Torrents. You can browse many torrent websites to download legal torrents easily. But we have told you many times that the protocol and the network are not illegal. Mostly because tons of copyright-protected content exists on the network. Many people see the BitTorrent ecosystem in a negative light. Are there some Legal KickAss Alternatives? It’s also worth noting that a group of staffers has tried to revive the site’s lost glory with a new website called /full. Since then, numerous KickAss copycats came and went - some of them managed to deceive users for a while. But in 2016, the website faced the wrath of US law enforcement when its owner Artem Vaulin was arrested. If we go back a little in the past, KickAss rose to success, taking the throne away from The Pirate Bay to become the most visited torrent website. ![]() ![]() ![]() If you don't want to use this feature, please disable In-App Purchases in your device's settings. However, all features of the game are open to players who choose not to make In-App Purchases. From rage-filled Barbarians with glorious mustaches to pyromaniac Wizards, raise your own army and lead your clan to victory! Build your village to fend off raiders, battle against millions of players worldwide, and forge a powerful clan with others to destroy enemy clans.Īlthough Clash of Clans is free to download and play, additional in-game currency can be purchased for real money from the Apple App Store/Google Play Store in the form of In-App Purchases. Your collectors and mines will be full, and you will have been raided. If you are inactive, or delete the app, it will be just like if you are away for a couple of days, except longer. It has been available internationally on the iTunes store for free since its initial v1.7 release on 2 August 2012, and on the Google Play Store since 8 October 2013. Cinder Pyromancer Cunning Bandit Embraal Gear-Smasher Glint-Horn Buccaneer Guttersnipe Izzet Chemister Krark-Clan Stoker Lightning-Rig Crew. So you will have a gradual decrease in raids the longer you are inactive. Parallel optical interconnects utilizing VLSI/FLC spatial light modulators Parallel optical interconnects utilizing VLSI/FLC spatial light modulators Directory of membership (Phi Alpha Delta Law Fraternity, International) ISO4 Standard-Abkrzung : Das Directory of membership (Phi Alpha Delta Law Fraternity, International) wird dann beispielsweise als abgekrzt.Linking Your Device Future Updates Version History Clashers ComicĬlash of Clans is a popular iPad/iPhone/iPod/Android game created by " Supercell". The Clash of Clans Builder Base 2.0 update will introduce a second buildable area and will have its own key building. ![]() Interconnection architectures are a cornerstone of parallel computing systems. 8 hours ago &0183 &32 It is no new news that Clash of Clans is looking forward to including changes to the Builder Base and the April blog post from the team indicates that more fun elements are getting introduced and reward smart play. However, interconnections can be a bottleneck in conventional computer architectures because of queuing structures that are necessary to handle the traffic through a switch at very high data rates and bandwidths. These issues must find new solutions to advance the state of the art in computing beyond the fundamental limit of silicon logic technology. Top 5 best TH9 attack strategies in Clash of clans 2021Hey in this we video we are counting down the best town hall 9 attack strategies in coc. 9 ) and congruent, and the remaining lateral prisms are parallelopipeds, which can be regarded as having their bases on this. Today's optoelectronic (OE) technology in particular VLSI/FLC spatial light modulators (SLMs) can provide a unique and innovative solution to these issues. Best TH9 Bases with Links for COC Clash of Clans 2021 - Town Hall Level 9 Layouts Then comment in the comments section I will give you my clan tag If you have an issue with a base link / player, please use the Report Base ( 2017, 4th ed. This paper reports on the motivations for the system, describes the major areas of architectural requirements, discusses interconnection topologies and processor element alternatives, and documents an optical arbitration (i.e., control) scheme using `smart' SLMs and optical logic gates. Clash of Clans New Update Available Now Clash of Clans 19.4M subscribers Subscribe 185K 7.2M views 4 months ago townhall15 th15 clashofclans Town Hall 15 Is Here Clash of Clans New. ![]() ![]() ![]() This option lets you manually pull your data from Salesforce once per month. In the left panel, go to Data => Data Export. So, let’s check out first how you can export data using this UI. Salesforce promotes Lightning Experience as a way to boost productivity. How to export data from Salesforce using the native Data Export functionality Export data using Lightning Experience We’ll check out one by one, so you can select the best option for your needs. However, to be able to export data via the Salesforce API, you’ll need to create a Connected App in Salesforce, obtain an access token, and actually write code to fetch data. This is a code-based option that opens wide exporting capabilities. This is a perfect solution to optimize your reporting and eliminate challenges associated with it. The Salesforce integration supports hundreds of entities available for export including Campaigns, Products, etc. You can automate exports on a custom schedule without any coding. Automate Salesforce data export to Google Sheets, Excel, or BigQueryĬoupler.io offers a dedicated Salesforce integration that allows you to export data to Google Sheets, Excel, or BigQuery. With it, you can pull Salesforce objects, as well as Salesforce reports, directly into your worksheet. Microsoft Office Professional Edition provides its users with a built-in Salesforce-to-Excel integration. Manually export data from Salesforce to Excel Optionally, you can automate data export to an FTP server, Dropbox, or Box account. After the export, you need to manually download the exported CSV file to your device. ![]() Data Loader allows you to automate data export/import on an hourly, daily, weekly or monthly basis. dataloader.io - This is an app to both export from and import to Salesforce.We won’t cover this option here, since it deserves a separate guide on how to install, configure, and use the Data Loader. Data Loader – This is a client application for the bulk import/export of data.Weekly data export is available in Enterprise, Performance, and Unlimited Editions. You can run export manually or automatically, at weekly or monthly intervals. Data Export - This is the native Salesforce functionality to download data as a CSV file.You can export data from Salesforce in three formats: CSV, Excel, and Google Sheets. ![]() Which is the best way for exporting Salesforce data? Export data from Salesforce: What options you have ![]() ![]() ![]() On current versions of Windows, on the Start page, type Configuration Manager, and then click SQL Server version Configuration Manager.To start SQL Server Configuration Manager When using older versions of Windows, on the Start menu, point to All Programs, point to Microsoft SQL Server, and then select SQL Server Management Studio.On current versions of Windows, on the Start page, type SSMS, and then select Microsoft SQL Server Management Studio.Most of the examples that are described in SQL Server Books Online use the AdventureWorks sample databases. The sample databases and samples aren't included with SQL Server. This tool configures the more advanced connectivity elements but doesn't enable features. It lets you enable server protocols, configure protocol options such as TCP ports, configure server services to start automatically, and configure client computers to connect in your preferred manner. SQL Server Configuration Manager installs with both SQL Server and the client tools. The latest version can be used with older versions of the Database Engine. SQL Server Management Studio (SSMS) is the principal tool for administering the Database Engine and writing Transact-SQL code. SQL Server Express contains only a subset of the tools. For a complete description of the tools described below, search for them in SQL Server Books Online. Select the tools you want as part of the client components during setup. Some tools, such as SQL Server Management Studio (SSMS), aren't installed by default. All tools can be accessed from the Start menu. This topic describes the first tools you'll need, and helps you select the right tool for the job. The SQL Server Database Engine ships with various tools.This lesson contains the following tasks: This lesson reviews the principal tools, and shows you how to connect and perform a basic function (authorizing more users). After about a year of selling the product, I left my job to become and indipendent developer.When you install the SQL Server Database Engine, the tools that are installed depend upon the edition and your setup choices. I started developing SQLPro as a tool I could use for connecting to Microsoft SQL Server databases without the need to Remote Desktop into a Windows OS to use the SSMS (SQL Server Management Studio) tool. While working for the company, I personally owned (and prefered) a MacBook. SQLPro was started as a side project while I worked for a company developing products for Microsoft Windows. Cross platform (macOS, iOS and Windows).Full dark mode & light mode support, along with custom themes.Improved query error detection (errors in queries will be underlined red).The ability to run multiple queries at one time.Syntax highlighting & Autocomplete (sometimes called intellisense).SQLPro includes all of the basic features someone working with databases would expect, along with many advances features that place SQLPro ahead of the competition. It allows users to connect to multiple databases platforms including MySQL, PostgreSQL, Microsoft SQL Server, Oracle and SQLite. SQLPro Studio is a multi-platform database client. ![]() ![]() ![]() This in turn led to AppleScript being widely adopted within the publishing and prepress world, often tying together complex workflows. 3.2) was one of the first major software applications that supported AppleScript. ĪppleScript was released in October 1993 as part of System 7.1.1 (System 7 Pro, the first major upgrade to System 7). Apple engineers recognized that a similar, but more object-oriented scripting language could be designed to be used with any application, and the AppleScript project was born as a spin-off of a research effort to modernize the Macintosh as a whole and finally became part of System 7. HyperTalk could be used by novices to program a HyperCard stack. In the late 1980s Apple considered using HyperCard's HyperTalk scripting language as the standard language for end-user development across the company and within its classic Mac OS operating system, and for interprocess communication between Apple and non-Apple products. Essential to its functionality is the fact that Macintosh applications publish "dictionaries" of addressable objects and operations.ĪppleScript has some elements of procedural programming, object-oriented programming (particularly in the construction of script objects), and natural language programming tendencies in its syntax, but does not strictly conform to any of these programming paradigms. As a structured command language, AppleScript can be compared to Unix shells, the Microsoft Windows Script Host, or IBM REXX but it is distinct from all three. Mainly, however, AppleScript relies on the functionality of applications and processes to handle complex tasks. AppleScript can do basic calculations and text processing, and is extensible, allowing the use of scripting additions that add new functions to the language. Apple events are designed to exchange data between and control other applications in order to automate repetitive tasks.ĪppleScript has some processing abilities of its own, in addition to sending and receiving Apple events to applications. AppleScript is related to, but different from, Apple events. ![]() Overview ĪppleScript is primarily a scripting language developed by Apple to do inter-application communication (IAC) using Apple events. The term "AppleScript" may refer to the language itself, to an individual script written in the language, or, informally, to the macOS Open Scripting Architecture that underlies the language. First introduced in System 7, it is currently included in all versions of macOS as part of a package of system automation tools. that facilitates automated control over scriptable Mac applications. com /library /archive /documentation /AppleScript /Conceptual /AppleScriptLangGuideĪppleScript is a scripting language created by Apple Inc. ![]() I am not particularly wedded to using any application in particular (e.g., Karabiner) to accomplish this.Developer. These were the only two Karabiner options that FastScripts was able to perceive. But, this obviously requires me to press the fn key, twice in order to start the script. But, F14 is apparently already in use, because when I pressed the key, my screen brightness setting decreased a notch, which is obviously undesirable.įastScripts was also able to pick up my keypress when the "Fn 2x to F19" option in Karabiner was selected. I installed Karabiner and went through every option under the "Change Fn key" and "Fn To All Modifiers Mode" categories individually, to see if FastScripts would be able to pick up on me pressing the fn key and thus allow me to assign the fn key as a script shortcut.įastScripts was able to pick up my keypress when the "Fn to F14" option in Karabiner was selected. The reason that I want to do this is because the fn key is occupying coveted real estate on the keyboard, and I don't think I've once used a fn key shortcut in my life. I want to use the fn key on my keyboard as a trigger for an AppleScript (.scpt file) via FastScripts. ![]() ![]() ![]() ![]() In order to clear a stage, you need to let it empty of all enemies and gather a key to the exit door that spawns in, meaning that for a good while you’ll have to deal with waves of tricky foes to counter. Basically, you’re thrown in an enclosed arena that slowly fills up with enemies, hazards, and items, and you can move in four directions as the arena continues to fill up. ![]() The core gameplay is a bit tough for me to describe, since it seems to blend a bunch of things together to make something semi-unique, yet at the same time, it feels like a bunch of other puzzlers/action games that I enjoy, just combined. These runs guide you through a twisted series of levels that sorta go over the worlds of Shovel Knight, while throwing in some brand new areas and diversions to mess with your expectations. You start off in a small hub town, that gradually expands as you unlock more characters/locations/NPCs and fund expansions, before heading off into the main dungeon to attempt a run. The main goal of Pocket Dungeon is to go from stage to stage, defeating waves of enemies and making your way to the exit in order to find a way to escape from the titular location. You even have the same funny dialogue sounds for conversations! Considering how you’ll be hearing these songs a lot due to the nature of the game, I feel remixing them for catchier loops was absolutely the smart thing to do, and it fits right in with the universe. While I found the OG SK tunes to get rather generic at times and not too memorable, my favorites from there got a nice boost in quality, and a few of the brand new original compositions are outstanding background tracks. I’m also super happy to say the music here is pretty good, even if a lot of tracks are remixes of songs from the original game. The animations here get the job done, and while all the enemies and obstacles that flood the screen can seem overwhelming initially, I was able to get used to my small playfield and enjoy the style. The characters all have several costumes with differing colors, the hub world is easy enough to distinguish between, and the core gameplay looks pretty great as well. So where does this side game trek to on this spectrum? Well, it still goes for a pixel look, but with much higher detailed sprites, so much to the point I don’t even think it’s trying to model a particular generation, it just looks like really lovely art, with tons of color galore. Whatever you think of the original game, you can’t deny that the influence it had by going back to basics and faithfulness has been felt for years to come. The original Shovel Knight was known for being the biggest instigator of a ton of 8/16 bit sprite tribute games… For better or worse. Thankfully, the plot doesn’t take itself seriously, leading to the main game being the focus! It’s up to him and several of his former enemies to work together to escape the Pocket Dungeon! While there is a narrative here, it’s rather simple, and you’ll absolutely be able to predict some aspects from a mile away. In this puzzling adventure, Shovel Knight ends up in a cursed box, containing a twisted dimension that reflects the knight’s old adventures. Thanks to Yacht Club Games for the review code Title: Shovel Knight Pocket Dungeon ![]() ![]() The above example uses only one variable to predict the factor of interest - in this case, rain to predict sales. The larger it is, the less certain the regression line. ![]() So, the error term tells you how certain you can be about the formula. Rather the line is an estimate based on the available data. A regression line always has an error term because, in real life, independent variables are never perfect predictors of the dependent variables. You might be tempted to say that rain has a big impact on sales if for every inch you get five more sales, but whether this variable is worth your attention will depend on the error term. “For every increment that x goes up one, y goes up by five,” says Redman. And in the past, for every additional inch of rain, you made an average of five more sales. So, historically, when it didn’t rain at all, you made an average of 200 sales and you can expect to do the same going forward, assuming other variables stay the same. This formula is telling you that if there is no x then y = 200. It refers to the fact that regression isn’t perfectly precise. In addition to drawing the line, your statistics program also outputs a formula that explains the slope of the line and looks something like this: In other words, explains Redman, “The red line is the best explanation of the relationship between the independent variable and dependent variable.” This is called the “regression line,” and it’s drawn (using a statistics program like SPSS or STATA or even Excel) to show the line that best fits the data. Then you plot all that information on a chart that looks like this: So, in this case, let’s say you find out the average monthly rainfall for the past three years as well. (Reminder: You likely don’t have to do this yourself, but it’s helpful for you to understand the process your data analyst colleague uses.) You take all your monthly sales numbers for, say, the past three years and any data on the independent variables you’re interested in. To conduct a regression analysis, you gather the data on the variables in question. And then you have your independent variables- the factors you suspect have an impact on your dependent variable. In Redman’s example above, the dependent variable is monthly sales. In regression analysis, those factors are called “variables.” You have your dependent variable - the main factor that you’re trying to understand or predict. It answers the questions: Which factors matter most? Which can we ignore? How do those factors interact with one another? And, perhaps most important, how certain are we about all these factors? Regression analysis is a way of mathematically sorting out which of those variables does indeed have an impact. The more rain we have, the more we sell.” “Six weeks after the competitor’s promotion, sales jump.” Perhaps people in your organization even have a theory about what will have the biggest effect on sales. You know that dozens, perhaps even hundreds of factors - from the weather to a competitor’s promotion to the rumor of a new and improved model - can impact the numbers. Redman offers this example scenario: Suppose you’re a sales manager trying to predict next month’s numbers. He also advises organizations on their data and data-quality programs. To better understand this method and how companies use it, I talked with Thomas Redman, author of Data Driven: Profiting from Your Most Important Business Asset. One of the most important types of data analysis is called regression analysis. But do you know how to parse through all the data available to you? The good news is that you probably don’t need to do the number crunching yourself (hallelujah!) but you do need to correctly understand and interpret the analysis created by your colleagues. You probably know by now that whenever possible you should be making data-driven decisions at work. (beta coefficient) is the slope of the explanatory ![]() ![]() The dependent variable you are trying to predict ![]() |