{"version":3,"file":"VETpGjY0L-12.CKRsyG5G.mjs","names":["a","o","n","r"],"sources":["https:/framerusercontent.com/modules/k4cNHpAgihIKEODDPzsx/cLjgF5qaA12sAeEd8i2I/VETpGjY0L-12.js"],"sourcesContent":["import{jsx as e,jsxs as t}from\"react/jsx-runtime\";import{ComponentPresetsConsumer as n,Link as a}from\"framer\";import{motion as o}from\"framer-motion\";import*as i from\"react\";import{Youtube as r}from\"https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/4sbLnuatuUfmOTwFGSJM/YouTube.js\";export const richText=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"We are thrilled to officially welcome the 2021 class into the Maven Hall of Fame!\"})}),/*#__PURE__*/e(\"p\",{children:\"First, thanks to everyone in the data community who submitted a nomination.\"}),/*#__PURE__*/e(\"p\",{children:\"The field of nominees was unbelievably talented, which made the task of narrowing down such a great list of people to just five final inductees extremely difficult.\"}),/*#__PURE__*/e(\"p\",{children:\"Everyone who was nominated should feel a great sense of pride. You are an amazing bunch of people, and we are so very impressed by your continued contributions to the data community.\"}),/*#__PURE__*/e(\"p\",{children:\"Before we introduce our inductees, let's recap the qualities that earned these individuals their spots. \"}),/*#__PURE__*/e(\"p\",{children:\"These standouts represent the characteristics that we most value in our students and in the broader data community.  \"}),/*#__PURE__*/t(\"p\",{children:[\"1) Maven Hall of Famers are \",/*#__PURE__*/e(\"strong\",{children:\"committed to lifelong learning\"}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"2) They \",/*#__PURE__*/e(\"strong\",{children:\"actively participate in the Maven community and broader data community\"}),\". \"]}),/*#__PURE__*/t(\"p\",{children:[\"3) They \",/*#__PURE__*/e(\"strong\",{children:\"consistently support and encourage others in the Maven community\"}),\". \"]}),/*#__PURE__*/t(\"p\",{children:[\"4) They \",/*#__PURE__*/e(\"strong\",{children:\"bring a positive energy to their learning and their work\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"In short, these are the people that make being a part of Maven such an enjoyable experience for instructors and for the entire student community. \"}),/*#__PURE__*/t(\"p\",{children:[\"In addition to the glory and our undying admiration, each of the folks being honored today will receive the exclusive Hall of Fame badge, and have also been given \",/*#__PURE__*/e(\"strong\",{children:\"free lifetime access to the entire Maven library of courses\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"Now, let's introduce the Hall of Fame Class of 2021! \"}),/*#__PURE__*/e(\"h3\",{children:\"Clay Cooper\"}),/*#__PURE__*/t(\"p\",{children:[\"In a move that shocks absolutely no one, \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/claymcooper/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Clay\"})}),\" is being honored for his inspiring journey in 2021. Clay put his transformation from \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/clays-data-analyst-career-change\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Pharmacist to Data Analyst\"})}),\" on display, sharing everything with the data community as he went. We've all gotten to watch him set goals, grow as an Analyst, market himself like a pro, and then land the role of his dreams. Since Clay landed his new job as a BI Analyst, he's been thriving, AND giving back generously to the data community. He's shared his advice for career switchers in video, guest lectured in the Maven bootcamp, and even went on a podcast to discuss his experience and share his advice for folks contemplating a similar transition. All of this has been done with such a humble and positive attitude, and with the motivation to inspire others to follow their dreams. I couldn't think of anyone more worthy of this particular honor. We are proud to induct Clay into the 2021 Hall of Fame Class. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Clay!\"}),/*#__PURE__*/e(\"h3\",{children:\"Zoe Douglas\"}),/*#__PURE__*/t(\"p\",{children:[\"Earlier this year, \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/zoedouglas-data/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Zoe\"})}),\" secured her place in the Maven record books in 2021 by becoming the first person to ever win 2 different Maven challenges! Zoe has a knack for breaking down these complex data sets, honing in on the key points, and presenting her findings with crystal clarity. She is very active online in the online data community, even hosting a Power BI User Group (check out one of her sessions \",/*#__PURE__*/e(a,{href:\"https://www.youtube.com/watch?v=k1rO2ehLu2w\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"here\"})}),\"). She is quick to share her ideas when she sees an opportunity to help, encourages others, and leads by example with a consistently positive attitude. If you're looking for a great BI Consultant, look no further. She's the total package. We are proud to induct Zoe into the Hall of Fame. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Zoe!\"}),/*#__PURE__*/e(\"h3\",{children:\"Marjolein Opsteegh\"}),/*#__PURE__*/t(\"p\",{children:[\"Many of you likely know \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/marjoleinopsteegh/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Marjolein\"})}),\" from her frequent finalist appearances in the Maven Challenges. As a professional Business Consultant, she knows her way around a dashboard, and is already delivering tons of value to her clients. But that doesn't stop her from continuing to work on her skills. She's been a student on the Maven platform since January 2021. Fun fact: she's been so active, that she was the first person to catch a bug in our Learning Streak badges earlier this year (which was my fault! A bad SQL query calculation was live, in production). She regularly puts herself out there to share her experience and help others. \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/video/live/urn:li:ugcPost:6859489076475645952/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\" Here's a video\"})}),\" where Marjolein talks about a number of her dashboards on Get Responsive, and here's \",/*#__PURE__*/e(a,{href:\"https://inergy.nl/blog/blog-een-dag-uit-het-leven-van-marjolein-opsteegh-business-consultant-bij-inergy/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"another feature on Marjolein for the Inergy blog\"})}),\". She's also currently competing with Ewa Devaney for longest active learning streak on the Maven platform! We love Marjolein's commitment to lifelong learning, and her consistent voice in the data community. We are proud to induct Marjolein into the Hall of Fame. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Marjolein! \"}),/*#__PURE__*/e(\"h3\",{children:\"Jonathan van der Waard\"}),/*#__PURE__*/t(\"p\",{children:[\"Jonathan is another person you likely know if you've been active in the data community. He really puts himself out there. You may have seen his impressive dashboarding work, appearing as a Finalist in 5 separate Maven Challenges. Jonathan really brings some amazing talent each time, and he's been one of the most vocal in cheering others on as well. If you've submitted your own entry, you've probably seen Jonathan commenting with praise or thoughtful feedback and questions. Like Marjolein, he's also been a guest speaker on \",/*#__PURE__*/e(a,{href:\"https://www.youtube.com/watch?v=HRxYlPKOBbg\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Get Responsive\"})}),\" to promote Power BI dashboarding tips. Jonathan is everywhere! He's also clearly demonstrated a commitment to lifelong learning, completing 14 Maven courses (and more on other platforms)...wow! Between the talent, the constant work to improve his already impressive skills, and the effort he puts into encouraging others, Jonathan is a perfect model of a Maven Hall of Famer, and we are proud to induct him in the class of 2021. \"]}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Jonathan! \"}),/*#__PURE__*/e(\"h3\",{children:\"Chris Mengel\"}),/*#__PURE__*/t(\"p\",{children:[\"Last, but certainly not least, is someone who brings a deep passion to the data community. We first met \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/chris-mengel/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Chris\"})}),\" when he was looking for a career change back in 2020. He had been a Program Manager for 18 years before deciding to launch his data career. Chris put in a ton of work toward his goal, kept an amazingly positive attitude through the whole journey, and pulled off his career switch. Today, he's a BI Developer, and is totally thriving. He's even doing some things at work that have made Aaron's eyes light up, and that's no small task! We love the skill, the passion, work ethic, and the gratitude. But even more than those things, what makes Chris Mengel an absolute slam dunk for this list is his ability to inspire others. Check out \",/*#__PURE__*/e(a,{href:\"https://www.youtube.com/watch?v=75uJDW53DKs\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"this video from Chris\"})}),'. We have heard from multiple people who were doubting their ability to follow their dreams because they were \"too late\" in their career, and then saw this video, got inspired, and kept going. Giving that gift of hope and motivation is one of the best things you could ever do for someone, and it\\'s one of the many reasons we are proud to induct Chris into the Hall of Fame.']}),/*#__PURE__*/e(\"p\",{children:\"Congratulations Chris! \"}),/*#__PURE__*/e(\"p\",{children:\"Everyone on the Maven team is deeply proud of this group, and you all deserve an enormous thanks for your contributions to the data community. \"}),/*#__PURE__*/e(\"p\",{children:\"Thanks to everyone who took the time to nominate someone. We look forward to continuing this tradition for many years to come. \"}),/*#__PURE__*/e(\"p\",{children:\"Until then, happy learning!\"})]});export const richText1=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"Today we're hearing from Jeroen de Bondt, a member of the \",/*#__PURE__*/e(a,{href:\"https://mavenanalytics.io/blog/hall-of-fame-class-of-2022\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Maven Analytics Hall of Fame\"})}),\", who is talking about his Analytics career path. \"]}),/*#__PURE__*/e(\"p\",{children:\"A year ago, Jeroen didn't know the first thing about data analysis. Now he's got a job he loves using SQL and Power BI on the job every day. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out this quick video where Jeroen talks about his journey, discusses how he learned his skills, how he landed his current role, and even gives some great advice for aspiring Analysts. \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/4sbLnuatuUfmOTwFGSJM/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/iVo5RSFHZto\"})})}),/*#__PURE__*/e(\"p\",{children:\"Want to check out the Data Playground Challenges that helped Jeroen launch his career? \"}),/*#__PURE__*/e(\"p\",{children:\"Maybe you'll participate in one yourself! \"}),/*#__PURE__*/e(\"p\",{children:\"You can see all of our challenges, including the latest one here: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://mavenanalytics.io/challenges\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"https://mavenanalytics.io/challenges \"})})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"br\",{}),\"You can also see some of Jeroen's work live on the Project Showcase here: \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://mavenanalytics.io/profile/Jeroen-de%20Bondt/43450270\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"https://mavenanalytics.io/profile/Jeroen-de%20Bondt/43450270\"})})})]});export const richText2=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Today we get to hear from Jason Bryll, the Founder of Parable Associates. \"}),/*#__PURE__*/e(\"p\",{children:\"Jason Bryll runs Parable Associates, which specializes in implementing business intelligence tools in healthcare settings. \"}),/*#__PURE__*/e(\"p\",{children:\"His business is his people, so he really cares about training and developing his team members. \"}),/*#__PURE__*/e(\"p\",{children:\"Parable is using the Maven Team Training platform to get team members up to speed on Power BI and Tableau. They use it to train new employees, and folks who are looking to expand their skillset. \"}),/*#__PURE__*/e(\"p\",{children:\"Jason loves the ability to easily add new team members, assign them  the right courses, and track their progress as they complete their learning paths. \"}),/*#__PURE__*/e(\"p\",{children:\"He loves the ability to easily add new team members, assign them with the right courses, and track their progress as they complete their learning paths. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out this quick video where Jason talks about his Maven experience:\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/4sbLnuatuUfmOTwFGSJM/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/QfwP8pzl2wc\"})})}),/*#__PURE__*/e(\"p\",{children:\"For anyone who's interested in learning more in taking your team's data skills to the next level with Maven's Team Training platform, you can learn more below:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/team-training\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Check Out Maven's Team Training Platform\"})})})]});export const richText3=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"The most important part of any data project is \",/*#__PURE__*/e(\"strong\",{children:\"data preparation\"}),\", and because of this, data prep often occupies the majority of time spent on the project. \"]}),/*#__PURE__*/e(\"p\",{children:\"Time spent on the data prep phase directly translates to the final output of the project. This statement holds true in both positive and negative aspects where more time spent on data prep typically equates to a better output.\"}),/*#__PURE__*/e(\"h4\",{children:\"“Something produced based on inputs of low quality will also be low quality”\"}),/*#__PURE__*/t(\"p\",{children:[\"You may have heard the phrase “\",/*#__PURE__*/e(\"strong\",{children:\"garbage in, garbage out\"}),\"”, or “GIGO”, before. It’s a popular phrase that means something produced based on inputs of low quality will also be low quality. If you try and build a database, data model, report, or dashboard based off poorly prepared data, the output will suffer. \"]}),/*#__PURE__*/e(\"p\",{children:\"Think about presenting a report to a client and kicking off the presentation with the following insight: \"}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"“Month over month, our marketing spend increased 100% (up to $200K from $100K), with an ROAS of 3:1. This performance improvement is due to increased spend in paid search campaigns. Based on this performance, I’d recommend continuing with the same spend levels in the next period”\"})]}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Client\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"“That’s great to hear about the performance increase, but our total marketing budget for the year is $200K and we didn’t spend $100K last month. How are these spend numbers possible?”\"})]}),/*#__PURE__*/t(\"h4\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst\"}),\": \",/*#__PURE__*/e(\"em\",{children:\"“That’s a good question, I’ll have to look into it”\"})]}),/*#__PURE__*/e(\"p\",{children:\"From this point on, can the client trust what the analyst is presenting? Should the client trust the analyst? \"}),/*#__PURE__*/e(\"p\",{children:\"The presentation ends and you head back to your desk to dig in and understand what happened. After a QA of the raw data, you realize that the dataset contains duplicate values which artificially increased the spend numbers. \"}),/*#__PURE__*/e(\"p\",{children:\"With a proper data prep process, this is something that could have been caught prior to presenting the report. \"}),/*#__PURE__*/e(\"p\",{children:\"So, let’s talk about the data prep process. Data prep is all about creating clean, quality data for analysis, and typically involves a combination of three main steps:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Quantity Assurance\"}),\" (QA)\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Profiling\"})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Data Engineering\"}),\" & \",/*#__PURE__*/e(\"strong\",{children:\"ETL\"})]})})]}),/*#__PURE__*/e(\"p\",{children:\"For the remainder of this post, I’d like to focus on the first data prep process, Quality Assurance, and discuss some of the key issues you may encounter (we’ll dig into Data Profiling and Data Engineering & ETL in separate posts).\"}),/*#__PURE__*/e(\"p\",{children:\"Lets dig in!\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 1: Incorrect data types\"}),/*#__PURE__*/e(\"img\",{alt:\"incorrect data types\",className:\"framer-image\",src:\"https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png\",srcSet:\"https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png?scale-down-to=512 512w,https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/rrB5uBZy8EGWz5JedurgjIK6sg.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": In this example, we can see that the Postal Code and Telephone number columns contain incorrect data types. Some of the postal code values are missing the leading zero and telephone numbers are an integer data type instead of text.\"]}),/*#__PURE__*/e(\"p\",{children:\"To update, you can reformat the columns or re-encode (change data type) the fields to ensure the data types are accurate and consistent.\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 2: Duplicate records\"}),/*#__PURE__*/e(\"img\",{alt:\"duplicate records\",className:\"framer-image\",src:\"https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png\",srcSet:\"https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png?scale-down-to=512 512w,https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/XOredeqTp64kZDzXX15vg3pGS0.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": In this example, we can see duplicate records for Joseph Martinez. Duplicate records should typically be avoided because they can cause artificial inflation or create bias in the dataset. \"]}),/*#__PURE__*/e(\"p\",{children:\"That said, there are cases where you may want to keep duplicate records, but this is only in cases where duplicates serve a specific and valid purpose like up-sampling (not covered in this post).\"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 3: Inconsistent categorical values\"}),/*#__PURE__*/e(\"img\",{alt:\"inconsistent categorical values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png\",srcSet:\"https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png?scale-down-to=512 512w,https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/Cw0NbEGu1VNr6aTMd1YOrF00ktQ.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Here, we have a mix of full state names (New York & Utah) and abbreviated state names (VT, IL, NJ). To solve this, there are a couple of different approaches we could take. \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Determine a standard\"}),\" and use find and replace tools to update the naming convention used in the column. For example, always use the full state name or always use the abbreviated state name\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Create\"}),\" a \",/*#__PURE__*/e(\"strong\",{children:\"new\"}),\" column or table, to preserve the original source data, and add a new, standardized version for analysis\"]}),/*#__PURE__*/e(\"p\",{children:\"Either approach will get you to the same spot, a clean set of values that can be used for analysis. Determining which approach is best will likely vary based on the business requirements. \"}),/*#__PURE__*/e(\"h3\",{children:\"Issue 4: Empty values\"}),/*#__PURE__*/e(\"img\",{alt:\"empty values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png\",srcSet:\"https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png?scale-down-to=512 512w,https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/w8vqXeSVBp9f30dZ6OHSnhoK5Xs.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Empty values, woof. What’s the best way to handle this type of value during QA? As you may be thinking it’s a giant “it depends” because it has to do with the data type and context of the column. One of the \",/*#__PURE__*/e(\"em\",{children:\"worst\"}),\" approaches here is to just fill the empty values with zeros. Unless you are confidant, they won’t skew the data. \"]}),/*#__PURE__*/e(\"p\",{children:\"Here are three ways to handle empty values:\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Keep\"}),\" them – If you’re certain that the empty values are accurate and meaningful, keep them! Sometimes and empty value is just that, empty, and doesn’t need to be filled in with a value \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Impute\"}),\" them – Impute just means to substitute the empty values with values that make sense. This is a great technique to use when you can accurately populate or estimate the empty data points\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3.\"}),\"        \",/*#__PURE__*/e(\"strong\",{children:\"Remove\"}),\" them – Use this approach when you have a large volume of data and can’t impute the empty values \"]}),/*#__PURE__*/e(\"h3\",{children:\"Issue 5: Outlier values\"}),/*#__PURE__*/e(\"img\",{alt:\"outlier values\",className:\"framer-image\",src:\"https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png\",srcSet:\"https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png?scale-down-to=512 512w,https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/JHlCeSrN9KuRhGk2yaW4K92toDo.png 1221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:\"Solution\"}),\": Woah! Nice work Beverly 💪🏻 Besides bragging about your household income, what’s the best way to handle outliners like this in a dataset? Do you keep, delete, or transform them? \"]}),/*#__PURE__*/e(\"p\",{children:\"Let’s think about this for a minute. In this case, the average household income would be $2,400,000 when we include the outlier. Do this feel like an accurate representation to you?\"}),/*#__PURE__*/e(\"p\",{children:\"Let’s look at four ways to handle outliers: \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"1.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Keep\"}),\" them – In cases where the outlier is valid, and you want to capture its impact on the data, you should keep it\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Impute\"}),\" them – Similar to empty value errors, impute just means to substitute the outlier with a value that makes sense. When dealing with outliers, you can choose to substitute the values with a cap (maximum value) or replace them with a different number\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"3.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Remove\"}),\" them – Replacing outlier values is a good approach when the value represents an impossible value, or the outlier value significantly skews the analysis\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"4.\"}),\" \",/*#__PURE__*/e(\"strong\",{children:\"Transform\"}),\" them – Maybe you want to keep the value but reduce the effect it has on the analysis. In these cases, you can transform the outlier value to reduce its effect\"]}),/*#__PURE__*/e(\"p\",{children:\"--\"}),/*#__PURE__*/e(\"p\",{children:\"Alright, so those are really the core quality assurance topic areas you’ll encounter during data prep and each one requires a slightly different approach to solve. The key piece to understand is that the approach you take should always be aligned with the business outcomes and objectives. \"}),/*#__PURE__*/e(\"p\",{children:\"In the next installment of this Data Prep series, we’ll cover Data Profiling – stay tuned!\"}),/*#__PURE__*/e(\"p\",{children:\"Learn on 🤘🏻-Aaron \"})]});export const richText4=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Are you trying to launch a data career in 2022? \"}),/*#__PURE__*/e(\"p\",{children:\"If you are, this one is for you. \"}),/*#__PURE__*/e(\"p\",{children:\"We'll cover a simple roadmap that will how to get a data analyst job in 2022. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Here's your framework for landing your dream role this year\"}),\"...\"]}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Make a plan\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explore potential paths and pick one\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practice using the tools\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Learn how to think like a data person\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build a project portfolio\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Get good at marketing your skills\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Master the data analyst interview \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Sound like a reasonable course of action? \"}),/*#__PURE__*/e(\"p\",{children:\"Great :)\"}),/*#__PURE__*/e(\"p\",{children:\"Like I said before, this roadmap is fairly simple, but that doesn't mean that it's going to be easy or that you'll get where you want to go by the end of this week. Pulling this off takes dedication to your plan, and consistent effort. \"}),/*#__PURE__*/e(\"p\",{children:\"If you commit to doing this, you WILL succeed. \"}),/*#__PURE__*/e(\"p\",{children:\"Now let's get into the details of each of the steps you'l be taking... \"}),/*#__PURE__*/e(\"h3\",{children:\"1. Make a plan\"}),/*#__PURE__*/e(\"p\",{children:\"This part is important, but it's also dangerous. We're naturally analytical people. There's both good and bad that come along with that. \"}),/*#__PURE__*/e(\"p\",{children:\"The good? We'll take in all the data available to us, hopefully use it well, and make smart, fact-based decisions. \"}),/*#__PURE__*/e(\"p\",{children:\"The bad? We tend to overthink, and this can lead to analysis paralysis. We keep mulling things over, and searching for new information, and this eats up a ton of time with no action being taken. \"}),/*#__PURE__*/e(\"p\",{children:\"Make a plan that gets you through these 7 steps, and don't spend more than 1 hour. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're spending more time than that, you're doing it wrong.\"}),/*#__PURE__*/e(\"p\",{children:\"The goal here is to have a rough plan of attack, ideally written down (this will help you stick to it) and then to get moving ASAP. \"}),/*#__PURE__*/e(\"p\",{children:\"It doesn't have to perfect, or even close. It just has to be decent, and something you can get started on. You can, and likely will, change some of the details as you work through it. \"}),/*#__PURE__*/e(\"p\",{children:\"If you like the plan I'm laying out for you here, you can use this. If you want to make your own, that's great too.\"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure that you have a plan, it covers theese 7 steps, and don't spend more than an hour. Don't overthink. You've got work to do! \"}),/*#__PURE__*/e(\"p\",{children:\"When you get to the end of this article, I'm going to ask you to write down your specific plan. Writing it down really is critical. When we put pen to paper, it makes us more likely to follow through. \"}),/*#__PURE__*/e(\"h3\",{children:\"2. Explore potential paths and pick one\"}),/*#__PURE__*/e(\"p\",{children:\"This is going to be a major step toward orienting yourself on your path. \"}),/*#__PURE__*/e(\"p\",{children:\"Your goal is to just generally understand the different types of career paths that are out there in data, so that you can start making moves towards the one or two that sound most exciting to you. \"}),/*#__PURE__*/e(\"p\",{children:\"It's extremely important to stress again, that you should not overthink this. Your goal should be to get a quick understanding of the difference between Data Analyst, Data Scientist, Data Engineer, and Database Administrator. \"}),/*#__PURE__*/e(\"p\",{children:\"Aim to spend something like 2 hours tops, getting your head around these roles, and thinking about about the one or two you want to go after. Again, as you progress throuh your plan, you may decide to pivot. That's okay. You just need to plot a course and start taking action today. \"}),/*#__PURE__*/e(\"p\",{children:\"I'm not going to spend time here explaining the differences between the roles and going into depth about how you should decide on a path. \"}),/*#__PURE__*/e(\"p\",{children:\"Chris already put together an awesome guide on this topic: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/finding-your-path\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Finding Your Analytics Career Path\"})})}),/*#__PURE__*/e(\"p\",{children:\"You can also Google these roles. There are lots of great resources out there. \"}),/*#__PURE__*/e(\"p\",{children:\"When you have a decent understanding of the various paths, pick your top choice, and a second choice. Once you've done this, you're ready to move on to step 3, where you'll start learning the tools of the trade. \"}),/*#__PURE__*/e(\"h3\",{children:\"3. Practice using the tools\"}),/*#__PURE__*/e(\"p\",{children:\"In 2022, having some exposure to the tools you'll use in your chosen data career is table stakes if you want to get hired. \"}),/*#__PURE__*/e(\"p\",{children:\"Your competition is already using the tools, and working on relevant projects they can discuss with employers. So you need to be doing that too. \"}),/*#__PURE__*/e(\"p\",{children:\"Quick note here, as you start tackling step 3 of your plan, you'll should keep steps 4 and 5 in mind at the same time, as you can and should develop these in parallel... \"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practice using the tools\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Learn how to think like a data person\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build a project portfolio\"})})]}),/*#__PURE__*/e(\"p\",{children:\"As you're working on learning the tools, aim for hands-on learning, with projects that are relevant to work you're hoping to do professionally. \"}),/*#__PURE__*/e(\"p\",{children:\"If you pick the right types of projects, as you start working with the tools and relevant data sets, you'll be practicing answering real business questions and learning how to think like a professional analyst. You will also be able to package up these projects into an Analytics portfolio which you can use to attract job opportunities and discuss your experience with potential employers. \"}),/*#__PURE__*/e(\"p\",{children:\"We'll cover steps 4 and 5 more below, but for now, just remember we want you tackling them in parallel as you make progress on step 3.  \"}),/*#__PURE__*/e(\"p\",{children:\"Here is how I would tackle learning the tools (we'll explain this in more detail too)... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Everyone\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Excel \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"SQL \"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Analysts\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI (or substitute Tableau)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python \"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Scientists\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"R\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI (or substitute Tableau)\"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data Engineers\"})}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Python\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Hadoop/Apache Spark\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Cloud tools (AWS, Azure, etc)\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Alright, let's discuss the details here...\"}),/*#__PURE__*/t(\"p\",{children:[\"I say \",/*#__PURE__*/e(\"strong\",{children:\"everyone should start with Excel\"}),\", and I mean it. \"]}),/*#__PURE__*/e(\"p\",{children:\"First, Excel is EVERYWHERE. Basically every company you will ever work for will use Excel or Google Sheets (often both) and you will encounter data that is stored in Excel files, or handed to you in Excel files after being output from some other system. When you're handed an Excel file and just need some quick information, loading the data into a SQL database or opening up Power BI is a little overkill. Excel remains powerful, and for many tasks, it is the fastest and easiest tool.\"}),/*#__PURE__*/e(\"p\",{children:'Next, Excel is the easiest of these tools to learn, and a great \"gateway\" which will help you pick up the other tools later. With Excel, you get great exposure to row and column thinking. You can easily work with your data, manually editing values and applying filtering criteria. It\\'s also a great exposure to logical operations, which you can practice by creating formulas to calculate new values based on your existing data. '}),/*#__PURE__*/t(\"p\",{children:[\"Next, I say \",/*#__PURE__*/e(\"strong\",{children:\"everyone should learn SQL\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"Yes, I'm biased because this is the tool I'm personally most passionate about. But there is good reason for my bias :) \"}),/*#__PURE__*/e(\"p\",{children:\"Check out some job descriptions for data roles. You'll see a pattern... most of them list SQL skills as a core requirement. \"}),/*#__PURE__*/e(\"p\",{children:\"Why is that? Why does it seem like almost every data job these days needs SQL skills? Well, it's just the way companies store data. Systems are built to use relational databases to store tons of information on everything from financials, to customers, to manufacturing, to operations, and everything in between. And SQL is how we access that data. \"}),/*#__PURE__*/e(\"p\",{children:\"Want to be a Data Analyst? You should learn SQL. \"}),/*#__PURE__*/e(\"p\",{children:\"Data Scientists... you need to learn SQL too. \"}),/*#__PURE__*/e(\"p\",{children:\"Data Engineers? Yes, you definitely have to know SQL. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to work with data, and you want to unlock more opportunities for yourself, SQL is one of the best things you can do. The demand for serious talent is still much greater than the supply, so if you become strong here, employment tends to be very easy to come by. \"}),/*#__PURE__*/e(\"p\",{children:\"It's also not that painful. I'm a non-technical person myself. I taught myself SQL over ten years ago, and now I use it on the job every day. \"}),/*#__PURE__*/e(\"p\",{children:\"It's a fairly intuitive language, which becomes pretty fun once you get the basics. \"}),/*#__PURE__*/e(\"p\",{children:\"Alright, so everyone needs to know how to use Excel and SQL. What's next? \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"For aspiring Analysts\"}),\", I recommend in most cases you \",/*#__PURE__*/e(\"strong\",{children:\"go after Power BI next\"}),\". Pairing Power BI data viz chops with your SQL skills is a serious 1-2 punch that from my perspective is one of the best ways to become valuable to an employer. The tools play well together, and when you can use SQL and Power BI together effectively, putting together an extremely strong portfolio project becomes much easier. \"]}),/*#__PURE__*/e(\"p\",{children:\"Why Power BI and not Tableau? \"}),/*#__PURE__*/e(\"p\",{children:\"Great question. Tableau is awesome too. It also plays well with SQL. Historically, Tableau's data visualization tools are even a little better than Power BI's. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wait... is this guy selling Tableau now?\"})}),/*#__PURE__*/e(\"p\",{children:\"Nope, stick with Power BI in 2022. Here's why... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI's tools have come a long way, rapidly closing the Tableau gap and bringing most features up to parity \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI is cheap. The barrier to usage is low (for companies too! This is the part that really matters to you)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Power BI has taken market share recently, fast\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Because Power BI has penetrated the market so quickly, and because it's still the relatively newer tool, there aren't enough true experts yet\"})})]}),/*#__PURE__*/e(\"p\",{children:\"All of this leads us to the key point... there are more opportunities for Power BI roles than there are talented people right now. So if you develop great skills here, you'll put yourself on the right side of supply and demand, and boost your chances of becoming employable quickly. At Maven, we are seeing lots of interest in Power BI talent at the moment. Become that talent the market is looking for! \"}),/*#__PURE__*/e(\"p\",{children:\"When would I recommend you learn Tableau (or Looker, etc) instead? \"}),/*#__PURE__*/e(\"p\",{children:\"If you already work somewhere that uses Tableau, and learning the tool would get you access to their data, that's what you should focus on. Always go with the tool that gets you immediate access to the data. This will lead to hands-on practice while you're on the clock. A lot of the skills are transferrable between different data viz tools too. \"}),/*#__PURE__*/e(\"p\",{children:\"Before we get off Power BI, you may have noticed I added this to the bottom of the Data Scientist list too. \"}),/*#__PURE__*/e(\"p\",{children:\"Yes, I do think Data Scientists should know the basics of Power BI. There are a number of reasons for this... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"sometimes it's the easiest way to access a company's data, and you just need to do some quick and dirty visualization work \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"maybe you want to automate the reporting from a project you've put together. If your company uses Power BI, this is a really great tool for spinning up reporting and publishing it for others to use.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"adding Power BI to your stack can turn from from 'just a Data Scientist' to more of a 'Data Scientist / Data Analyst' hybrid... talk about value and flexibility! \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Next, let's talk about Python. \"}),/*#__PURE__*/e(\"p\",{children:\"Python is critical for those aspiring to Data Science roles, and a real nice to have for Analysts. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to be an Analyst, I would prioritize Python AFTER Power BI. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want to be a Data Scientist, it comes right after SQL, BEFORE Power BI. \"}),/*#__PURE__*/e(\"p\",{children:\"So why Python? Why not prioritize R first? What's the big deal? \"}),/*#__PURE__*/e(\"p\",{children:\"It's the same answer as the Power BI vs Tableau question... both tools are awesome, powerful, and extremely important if you want to market yourself as a Data Scientist. Python is just more in demand right now on the job market, so that's where you want to focus first. \"}),/*#__PURE__*/e(\"p\",{children:\"For those who want to be Data Scientists, you should learn BOTH Python and R. The tools can work together, and knowing them both really paints you as a Data Scientist, and will maximize the breadth of your marketability to various organizations. \"}),/*#__PURE__*/e(\"p\",{children:\"For Data Scientists, learn Python and R before Power BI (which is more of a nice to have). \"}),/*#__PURE__*/e(\"p\",{children:\"For Data Analysts, learn Power BI first, then Python. \"}),/*#__PURE__*/e(\"p\",{children:\"For those thinking about some sort of Data Analyst - Data Scientist hybrid skillset, learn them all :) \"}),/*#__PURE__*/e(\"p\",{children:\"Just know this is a lot of material to cover, so you'll need to be smart about how you prioritize things. Use the lists above to build your plan. \"}),/*#__PURE__*/e(\"p\",{children:\"For an even more in-depth look at the analytics tools landscape, and why Maven settled on the tools we've decided to teach, check out Chris' article: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/why-we-chose-our-bi-stack\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Why We Chose Our BI Stack\"})})}),/*#__PURE__*/e(\"p\",{children:\"Alright, before we move on, how should you go about learning all of these skills? \"}),/*#__PURE__*/t(\"p\",{children:[\"First, \",/*#__PURE__*/e(\"strong\",{children:\"you don't have to pay to learn any of this stuff\"}),\".  \"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wait what... he's not saying buy Maven courses?\"})}),/*#__PURE__*/e(\"p\",{children:\"That's right. There are tons of ways to learn these tools, for every budget and every learning style. \"}),/*#__PURE__*/e(\"p\",{children:\"Some folks do really well with fully self-directed study. If you're someone who does a great job researching the topics, would feel comfortable building a full curriculum for yourself, would hold yourself accountable on your own, and want to keep your learning budget on the floor, then you could learn all of this stuff with YouTube, and never spend a single dime. \"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure you read Chris' article talking about self-directed learning before you fully commit to going off on your own: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/four-flaws-of-self-guided-learning\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Four Flaws of Self-Guided Learning\"})})}),/*#__PURE__*/e(\"p\",{children:\"For those who want a little more structure about what you should learn within each tool set, there are some extremely affordable courses that give you a high quality education at a great price. Sometimes just having a defined curriculum to guide you through your journey can make these worth it over the fully self-directed option.\"}),/*#__PURE__*/e(\"p\",{children:\"Yes, Maven offers a lot of these courses (I wish we taught Python, maybe we will soon), but you don't have to go with Maven. There are a number of great providers in the low cost self-paced training market. As long as you go with a training provider with a great reputation, you'll probably be in good shape. \"}),/*#__PURE__*/e(\"p\",{children:\"Ideally look for these attributes in a self-paced course provider...\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Lots of happy students\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Ability to get help when you're stuck\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"A focus on project-based learning that is relevant to job roles\"})})]}),/*#__PURE__*/e(\"p\",{children:\"If you're someone who can commit to holding yourself accountable, following a plan, and you just want a nice structured curriculum laid out for you, then self-paced learning can be a great option. And it can be pretty inexpensive. \"}),/*#__PURE__*/e(\"p\",{children:\"One more option is joining a bootcamp... this is going to be the most comprehensive learning experience, with instructors guiding you through everything, holding you accountable, helping you with your resume, your online profile, job applications, and helping you prepare for interviews to launch your data career. The downside? This is the most expensive option. Even the most affordable options start in the multiple thousands of dollars range, which is definitely not the right fit for everyone. \"}),/*#__PURE__*/e(\"p\",{children:\"If you're considering investing in a bootcamp, check out this guide to make sure you're asking the right questions before you commit:  \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/the-best-data-analyst-bootcamp\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"How to Choose the Best Data Analyst Bootcamp\"})})}),/*#__PURE__*/e(\"p\",{children:\"Which type of learning is right for you? \"}),/*#__PURE__*/e(\"p\",{children:\"It all depends on your own personal needs and learning style. Just be realistic about what will work best for you, commit to learning, and take action. That's the most important thing. \"}),/*#__PURE__*/e(\"p\",{children:\"How long will this take? \"}),/*#__PURE__*/e(\"p\",{children:\"Months to learn the basics, and a lifetime to master. \"}),/*#__PURE__*/e(\"p\",{children:\"Remember, I said this was simple, but not easy. This is the part that's a lot of work. It's also where most people fail to put in the effort. So if you can commit and start learning, you'll be ahead of the pack. \"}),/*#__PURE__*/e(\"p\",{children:\"If you focus on the right things, learn the tools effectively and practice with hands-on projects that you can use as a portfolio to market yourself, then you'll be able to start applying for jobs within a few months. \"}),/*#__PURE__*/e(\"p\",{children:\"Then, commit to lifelong learning.\"}),/*#__PURE__*/e(\"p\",{children:\"I've been doing this stuff every day since 2007, and still have tons to learn :)  \"}),/*#__PURE__*/e(\"h3\",{children:\"4. Learn how to think like a data person\"}),/*#__PURE__*/e(\"p\",{children:\"This is one that generally comes with experience, and develops over time with more and more practice. \"}),/*#__PURE__*/e(\"p\",{children:\"As you expose yourself to more and more relevant projects, you'll learn how to ask the right questions, what to look for in the data, and you'll develop your intuition and business acumen. \"}),/*#__PURE__*/e(\"p\",{children:\"There are no real silver bullet shortcuts here, but I would recommend some reading material that should help you develop a mental framework that will accelerate your learning as you work through real-world projects: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/data-analyst-skills-trifecta\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"The Analytics Trifecta\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/the-science-of-data-viz\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"The Science of Data Viz\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/how-to-build-a-measurement-plan\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"How to Build a Measurement Plan\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/where-young-analysts-can-add-value\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"10 Areas Young Analysts Can Add Value\"})})}),/*#__PURE__*/e(\"p\",{children:\"Give these a read, and think about how you can apply what you've learned as you are working through your data projects. \"}),/*#__PURE__*/e(\"h3\",{children:\"5. Build a project portfolio\"}),/*#__PURE__*/e(\"p\",{children:\"I cannot over-emphasize how important putting together a project portfolio is if you want to get hired for a data role in 2022. \"}),/*#__PURE__*/e(\"p\",{children:\"Yes, you're going to be learning the tools of the trade. But so will your competition. So it isn't enough to just list your skills on a resume or on your LinkedIn profile. \"}),/*#__PURE__*/e(\"p\",{children:\"If you want the job, you need to SHOW employers what you can do. \"}),/*#__PURE__*/e(\"p\",{children:\"When you build a strong portfolio, you are creating an opportunity for employers to see your work in action. This is something you can discuss with them during the interview, and even walk them through your projects.\"}),/*#__PURE__*/e(\"p\",{children:\"If you market your portfolio correctly, make it publicly accessible, and promote your work well, this can even lead to some passive discovery, where employers will start reaching out to you about potential opportunities. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(a,{href:\"https://youtu.be/Gay9TzRUF6g\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Clay talks about how important putting his work out there was\"})}),\" for his career pivot, and you can see his \",/*#__PURE__*/e(a,{href:\"http://www.claymcooper.com/portfolio/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"his portfolio site\"})}),\" here. \"]}),/*#__PURE__*/e(\"p\",{children:\"Don't worry, you don't have to build your own website to do this effectively. Consider that a nice to have. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(a,{href:\"https://youtu.be/0Zr_dtdi2Hk\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Ahmad talks about getting active on LinkedIn\"})}),\" and how it completely changed his career trajectory. \"]}),/*#__PURE__*/e(\"p\",{children:\"What do these two have in common? They worked on relevant, real-world data projects, and they put them out there for the world to see. And this is the reason both of them hit an inflection point in their journey, and are thriving today. \"}),/*#__PURE__*/e(\"p\",{children:\"Here's how you can take action to build a solid project portfolio to market your data skills as you build them... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"1. Work on real world projects\"})}),/*#__PURE__*/e(\"p\",{children:\"Hopefully, the courses you are working on to learn data skills will be project-based. Start with these projects as you're building your portfolio. \"}),/*#__PURE__*/e(\"p\",{children:\"Additionally, look for other data sets that you're interested in, and start diving into them to learn. \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.kaggle.com/datasets\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Kaggle\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://data.world/datasets/open-data\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data.World\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data Playground\"})})}),/*#__PURE__*/e(\"p\",{children:\"Any of these will be great options, and I recommend you exploring them all when you want new data sets. \"}),/*#__PURE__*/e(\"p\",{children:\"The benefit of Kaggle and Data.World is they are massive, with more data than you could imagine or ever need. The downside... it can be overwhelming. \"}),/*#__PURE__*/e(\"p\",{children:\"The Data Playground is a bit more niche, with data sets geared towards beginners and intermediate Analytics pros, and including analysis prompts to get you started. \"}),/*#__PURE__*/e(\"p\",{children:\"Again, don't overthink... just find some data that's interesting, and start working with it. Progress is king! \"}),/*#__PURE__*/e(\"p\",{children:\"After you've finished working with a data set...\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"2. Package your findings\"}),\"Here's what you should focus on...\"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Summarize the business problem you tackled (1-2 sentences) \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Summarize the key insights you found (1 sentence each, aim for the 3-5 most interesting things you found) \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Include a strong data visualization. This makes your project eye catching to your audience, and shows how you tell a story visually\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Include a technical flex if applicable. This is where you'll include your SQL or Python code,  complex Excel or Power BI Workbooks, etc. \"})})]}),/*#__PURE__*/e(\"p\",{children:\"As you're packaging up these projects, I recommend you follow the order bulleted above. \"}),/*#__PURE__*/e(\"p\",{children:\"If you go out of order, here's the problem... \"}),/*#__PURE__*/e(\"p\",{children:\"Starting with a technical flex like SQL or Python code too early immediately narrows your audience and people lose interest before they get sucked in. Remember, you need to appeal to the data people, but also to recruiters, and functional leaders who aren't as technical. Don't get too in the weeds, or you'll lose them. \"}),/*#__PURE__*/e(\"p\",{children:\"The first step is to hook them with a clear and concise description of the business problem you solved. For example...\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:'\"I used 1,000,000 rows of keyword data from Google Ads to optimize company XYZ\\'s marketing budget and increase sales by 30%\"'})}),/*#__PURE__*/e(\"p\",{children:\"When you're writing this takeaway, talk about it like it's a real company. You want this to feel as concrete as possible, so the reader can understand the value you bring to the table with your skills, and how it will apply to their business. \"}),/*#__PURE__*/t(\"p\",{children:[\"After you've described the key business problem, go one layer deeper and summarize the key insights you found in the data. Again, be clear, concise, and try to make this feel as real and concrete to the reader as possible. You want them picturing getting insights like this delivered to them on the job, and thinking \",/*#__PURE__*/e(\"em\",{children:'\"wow, this person could really help my business\"'}),\". \"]}),/*#__PURE__*/e(\"p\",{children:'Next, include the data visualization. This is both for the real value that great data storytellers can bring with strong visualizations, and to give your project that \"eye candy\" factor that will help it cut through the noise and draw your reader in. '}),/*#__PURE__*/e(\"p\",{children:\"After you've got your business problem, your insights, and your data viz, now and only now should you think about including your technical flex. This can be in the form SQL code, Python code, Power BI DAX code, impressive workbooks, etc. \"}),/*#__PURE__*/e(\"p\",{children:\"Think about the technical flex from the reader's perspective. If it's done up front, you will lose them or scare them off, but if you use it as your project closer, this is what happens... \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Wow, look at Alex's work! They are so good at communicating the problem, the findings, visualizaing the data... AND they have this serious technical skill too?? Wow, this person is the total package! We need people like this one the team!\"})}),/*#__PURE__*/e(\"p\",{children:\"Now that you know how to build a great portfolio, the next step is to make sure it gets seen, which we will cover in the next section. \"}),/*#__PURE__*/e(\"h3\",{children:\"6. Get good at marketing your skills\"}),/*#__PURE__*/e(\"p\",{children:\"You have to learn the skills you'll need for the job, AND learn how to market yourself effectively. \"}),/*#__PURE__*/e(\"p\",{children:\"Either one alone is not going to cut it if your goal is to land an Analytics job in 2022. \"}),/*#__PURE__*/e(\"p\",{children:\"The first thing you need to do is make sure you look good online when recruiters find you. \"}),/*#__PURE__*/e(\"p\",{children:\"What's their first stop? A LinkedIn search for your name. \"}),/*#__PURE__*/e(\"p\",{children:\"If you don't show up, that's bad. \"}),/*#__PURE__*/e(\"p\",{children:\"If you look like someone who \\\"isn't a data person\\\", that's worse. \"}),/*#__PURE__*/e(\"p\",{children:\"Your goal here is that when a recruiter finds your LinkedIn profile, it screams 'Data Person'. \"}),/*#__PURE__*/e(\"p\",{children:\"If you don't pass this test, you're not going to get very far. \"}),/*#__PURE__*/e(\"p\",{children:\"The best way to explain how to do this well is to just show you a couple of great examples: \"}),/*#__PURE__*/t(\"p\",{children:[\"Check out \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/claymcooper/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Clay Cooper's Profile\"})})]}),/*#__PURE__*/e(\"p\",{children:\"I'm using Clay as an example again, because he's someone who did a great job marketing himself. You can see that every inch of his LinkedIn profile screams 'Data Person'. \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"His profile photo looks professional and friendly\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The background image area is filled with relevant credentials \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"He uses his Featured section to showcase a project portfolio\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"He's listed a ton of data course credentials under licenses and certifications\"})})]}),/*#__PURE__*/e(\"p\",{children:\"When a recruiter is interested in Clay for a data role, and then finds his profile, they become really interested. This is your goal. No need to reinvent the wheel. Just copy his playbook. \"}),/*#__PURE__*/e(\"p\",{children:\"Let's do one more example... \"}),/*#__PURE__*/t(\"p\",{children:[\"Check out \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/in/the-colleen-wright/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Colleen Wright's profile\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Colleen was one of our bootcamp students who graduated mid-December, and she is actually starting her new Analyst role today! \"}),/*#__PURE__*/e(\"p\",{children:\"Pretty much all of the same things we listed as positives from Clay's profile can be said about Colleen... she looks friendly, she uses the background image area effectively, she creates a project portfolio with her Featured posts section, she has a long list of data-related credentials in her Certifications section. \"}),/*#__PURE__*/e(\"p\",{children:\"Look at these profiles. Then look at yours. Be objective. Who do you think a recruiter for an Analytics role would be more excited to hire? \"}),/*#__PURE__*/e(\"p\",{children:\"Polishing your LinkedIn profile needs to be your first stop. \"}),/*#__PURE__*/e(\"p\",{children:\"This is a place where you may get discovered, and it's also a guaranteed checkpoint during any hiring process. When you do get hired, someone from the company will have looked you up on LinkedIn first to make sure you seem like a fit. This happens before they invite you for an interview. Make sure you aren't filtering yourself out with a weak profile. Let this be a major asset for you. \"}),/*#__PURE__*/e(\"p\",{children:\"Okay, now that you've got yourself looking good online, get active in the online data community. \"}),/*#__PURE__*/e(\"p\",{children:\"It's a really welcoming group of people, I promise :)\"}),/*#__PURE__*/e(\"p\",{children:\"You've got other learners trying to do exactly what you're doing, educators giving away free content all the time, and groups doing fun challenges to learn together every month. \"}),/*#__PURE__*/e(\"p\",{children:\"A lot of times people are hesitant to get involved and to put themselves out there, but with so many stories of this leading to being discovered and new job opportunities, you have to get over that initial discomfort and get active. This is the most effective way to network and it will lead to your best job opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"The easiest way to start is just following people you find interesting on LinkedIn. They put content out there, you read it and learn. Not too scary right? \"}),/*#__PURE__*/e(\"p\",{children:\"Do this, and you'll learn what the conversations are like. Pay attention to what they talk about, the types of comments people add on their posts, and then eventually you'll feel comfortable commenting yourself to add value to the conversation. These people you've been following will appreciate it, they'll get to know you, and it will lead to opportunities. \"}),/*#__PURE__*/e(\"p\",{children:\"Later, the next comfort level milestone is starting to post on your own. You can share what you're learning, a completed project (which you will add to your Featured post section for use as a project portfolio), or talk about whatever else you think is relevant to branding yourself as a data person. \"}),/*#__PURE__*/e(\"p\",{children:\"A couple of tips here... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Be conscious of the overall brand you're building \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Don't be negative. Don't \\\"vent\\\" online. No one wants to hire a complainer\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Another thing you can do to make this easy is participate in monthly data challenges, where you're given a rich data set, a scenario, and an analysis prompt, and your goal is to analyze and share your findings. \"}),/*#__PURE__*/e(\"p\",{children:\"We have seen so many examples of this leading to folks meeting new people who eventually offered them jobs after seeing their work in action. \"}),/*#__PURE__*/e(\"p\",{children:\"Maven hosts these once a month (check out our blog or our LinkedIn page) and they're always free to enter. Plus you can even win a prize. There are a couple of other companies that sponsor regular challenges too. It doesn't matter who you go with. Just start doing them. It's a great way to learn and to start building your external brand as a data person. \"}),/*#__PURE__*/e(\"p\",{children:\"Next, make sure your resume is up to snuff. I won't spend too much time on that here, but we do have a solid resume guide you can take advantage of: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/data-analyst-resume-tips\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data Analyst Resume Tips\"})})}),/*#__PURE__*/e(\"p\",{children:\"Next, you'll want to learn how to find jobs and apply effectively. \"}),/*#__PURE__*/e(\"p\",{children:\"Here is what I would recommend... \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data-specific Recruiters \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Local tech publications\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Careers sections of companies where you want to work (follow them too)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Job boards (LinkedIn, Indeed, Monster, etc) \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Find jobs you're interested in, and then use LinkedIn to figure out who you know who works there. \"}),/*#__PURE__*/e(\"p\",{children:\"You want to network your way in. It is so much more effective than just trying to apply online, where you are 1 of 100+ resumes for any open role. Get a recommendation from someone inside whenever you can. \"}),/*#__PURE__*/e(\"h3\",{children:\"7. Master the data analyst interview\"}),/*#__PURE__*/e(\"p\",{children:\"Again, we've got a solid guide that goes into this in detail, so I won't spend too much time on this one. \"}),/*#__PURE__*/e(\"p\",{children:\"Just make sure you understand what Interviewers are looking for, how they will assess these areas, and that you are prepared to shine on all fronts: \"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Cultural fit\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Technical skills (Excel, SQL, R, Tableau, python, etc - varies by role)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Quantitative problem solving ability\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"General business acumen\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Ability to self-learn\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Communication\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Enthusiasm for the opportunity\"})})]}),/*#__PURE__*/e(\"p\",{children:\"If you want more on this, check out the guide below: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/data-analyst-interview-questions\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data Analyst Interview Guide\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Wrapping Up - Write Down Your Plan\"}),/*#__PURE__*/e(\"p\",{children:\"If you made it this far, good for you! I hope seeing this roadmap has been helpful. \"}),/*#__PURE__*/e(\"p\",{children:\"Now it's time to make a plan and write it down. \"}),/*#__PURE__*/e(\"p\",{children:\"Then commit, and get to work. \"}),/*#__PURE__*/e(\"p\",{children:\"Don't spend more than an hour on the plan. You just need a rough roadmap. 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There is a wide range of quality out there. \"}),/*#__PURE__*/e(\"p\",{children:'If you\\'re looking for \"been there, done that\" professionals to guide you through every step, be hands on with your learning, teach you how to market yourself, help you with interview prep, and connect you with their network, then you probably want to go for an intensive bootcamp. Just keep in mind, some of these go for $10,000+ USD, and like the self-paced courses, quality varies. '}),/*#__PURE__*/t(\"p\",{children:[\"For those of you who are interested in Maven's updated Intensive Learning Cohorts, you can learn more below: \",/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(a,{href:\"https://mavenanalytics.io/cohort-learning\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"READ MORE ABOUT COHORT LEARNING\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Whatever path you want to take, and whatever your learning style is, you can succeed in 2022. All you have to do is make your plan, and commit to putting in the work.\"})]});export const richText5=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Are you looking for fun new data to practice your data visualization skills?\"}),/*#__PURE__*/e(\"p\",{children:\"Excited for next month's Super Bowl LVI and all of the fun ads that come with it?\"}),/*#__PURE__*/t(\"p\",{children:[\"If this is you, we have just what you need, and it comes with another chance to win a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to Maven Analytics!\"]}),/*#__PURE__*/t(\"p\",{children:[\"We’ve just added a brand new data set to the \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data Playground\"})}),\", containing data from Super Bowl commercials for 10 popular brands this century.\"]}),/*#__PURE__*/t(\"p\",{children:[\"There is a ton to explore and visualize here, so take out your playbook, fire up your favorite BI tool \",/*#__PURE__*/e(\"em\",{children:\"(Excel, MySQL, Power BI, Tableau, etc.)\"}),\", and go for it!\"]}),/*#__PURE__*/t(\"p\",{children:[\"To go along with this release, we’re launching the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Super Bowl Challenge\"}),\" and giving away a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to the winner.\"]}),/*#__PURE__*/e(\"p\",{children:\"We’ll share more about the challenge details below, but first let’s talk about the data…\"}),/*#__PURE__*/e(\"h3\",{children:\"About the dataset\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"We're looking at 249 Super Bowl commercials from 2000 to 2021\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Each record represents one commercial\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Records contain video links from \",/*#__PURE__*/e(a,{href:\"https://www.superbowl-ads.com/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"superbowl-ads.com\"})}),\" and \",/*#__PURE__*/e(\"strong\",{children:\"YouTube\"}),\", as well as details about the year, brand, length, cost, YouTube performance, and TV viewers\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Each record also contains TRUE/FALSE flags that define the characteristics of each commercial (funny, patriotic, etc.) as determined by the team at \",/*#__PURE__*/e(a,{href:\"http://projects.fivethirtyeight.com/super-bowl-ads\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"FiveThirtyEight\"})})]})})]}),/*#__PURE__*/e(\"h3\",{children:\"How to play the Maven Super Bowl Challenge\"}),/*#__PURE__*/t(\"p\",{children:[\"For this challenge, you'll be assuming the role of Marketing Analyst at \",/*#__PURE__*/e(\"strong\",{children:\"Maven Motors\"}),\", an up-and-coming US car manufacturer looking to make a splash in the market. They have approved the budget to run a TV spot during the 2022 Super Bowl, but need you to analyze historical data to help guide the creative direction.\"]}),/*#__PURE__*/t(\"p\",{children:[\"Your task is to \",/*#__PURE__*/e(\"strong\",{children:\"recommend a data-driven strategy for the Maven Motors Super Bowl spot, and present it in the form of a single page report or dashboard\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Here’s how to submit your entry:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Share a LinkedIn post mentioning \",/*#__PURE__*/e(\"em\",{children:\"@Maven Analytics\"}),\" and the hashtag \",/*#__PURE__*/e(\"strong\",{children:\"#mavensuperbowlchallenge\"}),\", with your single page visual based on the challenge objective above\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Complete the official \",/*#__PURE__*/e(a,{href:\"https://mavenanalytics.typeform.com/to/Ln7sYYiB\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"challenge submission form\"})}),\" to make sure you are entered for a chance to win\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Make sure to follow Maven Analytics on LinkedIn for updates on the challenge and invite your connections to play along!\"}),/*#__PURE__*/e(\"h3\",{children:\"How to win\"}),/*#__PURE__*/e(\"p\",{children:\"Finalists will be chosen by the Maven team based on insights, creativity, design, visualizations, and overall storytelling ability. The winner will be selected from the finalist pool by the Maven team, via live voting.\"}),/*#__PURE__*/e(\"h3\",{children:\"What you can win\"}),/*#__PURE__*/t(\"p\",{children:[\"As part of the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Super Bowl Challenge\"}),\", we'll be giving away 1 annual all-access Maven membership completely free of charge. The winner will get access to all of our Excel, Power BI, Tableau, and SQL courses, as well as our ongoing Machine Learning series, all with direct support and coaching from our expert instructors.\"]}),/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to participate. As always, this challenge is open to both current Maven subscribers and everyone else.\"}),/*#__PURE__*/e(\"p\",{children:\"Check out the official rules below...\"}),/*#__PURE__*/e(\"h3\",{children:\"Official Terms (Maven Super Bowl Challenge)\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will give away 1 Annual subscription for an Individual account. After the one year period, the subscriptions will expire.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to enter.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data Analyst Bootcamp is not included in this prize. That is a separate offering, and not eligible.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The challenge will close to new entries on Sunday, February 13th, 2022, at 11:59pm Eastern Standard Time. All entries must be submitted prior.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"After the submission deadline, finalists will be chosen by the Maven team.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will select 1 winner from the finalists, and will announce the winner on Wednesday, February 23rd, 2022 at 10:00am Eastern Standard Time. The official announcement will be posted on LinkedIn from the Maven Analytics LinkedIn account.\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Don't want to participate in the Maven Super Bowl Challenge? No problem. You can still analyze the data on your own. All of the Data Playground datasets are completely free and are available for everyone to learn with. Feel free to dig in anytime.\"}),/*#__PURE__*/t(\"p\",{children:[\"Check out the Super Bowl Commercials dataset, and many more, at the \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Data Playground\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Happy analyzing!\"})]});export const richText6=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"h2\",{children:\"Right place, right time.\"}),/*#__PURE__*/e(\"p\",{children:\"When the COVID-19 pandemic first hit in 2020, it thrust the online learning industry straight into the global spotlight. \"}),/*#__PURE__*/e(\"p\",{children:\"Companies were forced to pivot to keep remote employees engaged, while schools scrambled to find ways to recreate the classroom experience online.\"}),/*#__PURE__*/e(\"p\",{children:\"Nearly two years later, we are continuing to see lasting — and likely permanent — effects. 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'}),/*#__PURE__*/e(\"p\",{children:'Then at some point, you break through that designation, and start to be viewed as someone who is more \"senior\"... competent, experienced, forward-thinking. '}),/*#__PURE__*/e(\"p\",{children:'When you get the \"senior\" label, whether in your official title or just in coworkers\\' heads, they start talking to you differently. '}),/*#__PURE__*/e(\"p\",{children:\"Instead of just asking you to pull the data (how we all start) they'll begin asking you for your thoughts, and your advice. They'll loop you in earlier, to more projects, and you'll start to be a proactive member of the team, helping to drive new initiatives from the onset. \"}),/*#__PURE__*/e(\"p\",{children:'So how to you earn that \"senior\" label? '}),/*#__PURE__*/e(\"p\",{children:\"There are a number of ways you can do this. \"}),/*#__PURE__*/e(\"p\",{children:'One of most effective and quickest ways to set yourself apart from more junior analysts, and to demonstrate that you have this \"more senior\" strategic ability, is by mastering the art of measurement planning... '}),/*#__PURE__*/e(\"img\",{alt:\"4 Step Measurement Planning Framework\",className:\"framer-image\",src:\"https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png\",srcSet:\"https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png?scale-down-to=512 512w,https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/rnmnGTo7ccsVTbjaszCHcgEHN8.png 1560w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Why measurement planning? \"}),/*#__PURE__*/e(\"p\",{children:\"Any time a company launches a new initiative, they need to be thinking about the project's goals, and how they are going to measure results, optimize performance, and drive future success. That's measurement planning.\"}),/*#__PURE__*/e(\"p\",{children:\"Smart companies make measurement planning something that happens early on in the life cycle of a project, so this can be your ticket to being asked to join the discussion at the strategic planning phase. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out these two typical conversations between a marketing leader and an analyst...\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The junior conversation\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(after the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, could you pull me the revenue per email open from the last 3 campaigns we've run? I'm looking to understand performance.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"sure thing! Here's the data you asked for.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The senior conversation\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(happens earlier, before the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, we're about to launch a series of email campaigns. I'd love to get your input on how we should be measuring success and making sure we're set up to capture all the metrics we need to evaluate perfromance. Do you have bandwidth to help?\"}),\"  \"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"absolutely! It sounds like these emails are meant to be revenue-generating. So I'd recommend we use revenue per email sent as our key performance indicator. Additionally, we should look at open rates, clickthrough rates, and monitor what happens on the site post-click so we can understand major dropoff points to optimize for future campaigns. I'll work with the team and make sure we can track all of this before the capaigns go out.\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"See the difference? \"}),/*#__PURE__*/e(\"p\",{children:\"Which one of these people do you want to be? \"}),/*#__PURE__*/e(\"p\",{children:\"Who do you think the boss is more likely to turn to with a new, mission critical project the company is about to launch? \"}),/*#__PURE__*/e(\"p\",{children:\"Who do you think gets paid more? \"}),/*#__PURE__*/e(\"p\",{children:\"Okay, you get it. Obviously it's more fun to be the senior. \"}),/*#__PURE__*/t(\"p\",{children:[\"But maybe you're saying... \",/*#__PURE__*/e(\"em\",{children:'\"they don\\'t loop me in before at the planning stage, they only ask me to pull the data. So I feel stuck.\"'})]}),/*#__PURE__*/e(\"p\",{children:\"I hear you. I've been there myself. \"}),/*#__PURE__*/e(\"p\",{children:\"Here's one way you can pivot that initial junior conversation, by using your measurement planning expertise (in this case, knowing the appropriate KPIs to judge performance). \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"The same junior conversation, with a senior pivot\"}),\" \",/*#__PURE__*/e(\"br\",{}),\"(again, after the campaigns have run)\"]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Boss:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Analyst, could you pull me the revenue per email open from the last 3 campaigns we've run? I'm looking to understand performance.\"})]}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Analyst:\"}),\" \",/*#__PURE__*/e(\"em\",{children:\"hey Boss, I'm glad to help. I understand your primary goal is to maximize revenue with these emails. Revenue per email open is a great metric for judging the body of the email, but revenue per email sent is a little better for overall success, because it also takes into account how good the subject lines are at getting the recipient to open the email. I'll pull revenue per email sent as the main KPI, and we can also take a look at open rates, clickthrough rates, revenue per open, and some other on-site metrics, to understand full funnel performance and optimize each step for future campaigns. How does that sound?\"}),\" \"]}),/*#__PURE__*/t(\"p\",{children:[\"Boss: \",/*#__PURE__*/e(\"em\",{children:\"Analyst, when you put it that way, it makes perfect sense. Thank you. We're also about to launch another round of campaigns, and I'd like to loop you into our planning conversation so you can help us make sure we're looking at all the right metrics from day 1.\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"All of this will feel like second nature if you become a master of measurement planning. And again, doing this is one of the quickest ways you can distinguish yourself from other junior analysts. \"}),/*#__PURE__*/e(\"p\",{children:\"The best part? It's really not that complicated. \"}),/*#__PURE__*/e(\"p\",{children:\"Today, we'll hold your hand through the process, sharing our 4 step framework for building measurement plans that will meet the goals of the company and major stakeholders, and help you measure and optimize performance to take your business to new heights. \"}),/*#__PURE__*/e(\"p\",{children:\"The first step may sound obvious, but you might be surprised how often us data people start diving right into the database before pausing to think deeply about the business first. \"}),/*#__PURE__*/e(\"p\",{children:\"Don't fall into this trap. Spend some time pretending you aren't a data person, and think like the P&L owner for a minute. After you've answered the key business questions, then you'll be better prepared to start thinking about how your data expertise can support the company's goals. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 1 - Think Business First\",className:\"framer-image\",src:\"https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png\",srcSet:\"https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png?scale-down-to=512 512w,https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/whYQuHZsAqAMgm2sYlkpxI5fVqE.png 1562w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"After you've nailed the key business questions, next you'll want to think about the audience for your measurement plan. \"}),/*#__PURE__*/e(\"p\",{children:\"Who's running this project? Will they be the primary stakeholder for the eventual reporting you create? \"}),/*#__PURE__*/e(\"p\",{children:\"What are their goals for the initiative? \"}),/*#__PURE__*/e(\"p\",{children:\"What are incentives and motivators? \"}),/*#__PURE__*/e(\"p\",{children:\"How can you make sure your work best serves them? \"}),/*#__PURE__*/e(\"p\",{children:\"If there are additional people involved, ask similar questions for them. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 2 - Know Your Audience\",className:\"framer-image\",src:\"https://framerusercontent.com/images/IUYZkFwiheVDy1tGFLOG6II60.png\",srcSet:\"https://framerusercontent.com/images/IUYZkFwiheVDy1tGFLOG6II60.png?scale-down-to=512 512w,https://framerusercontent.com/images/IUYZkFwiheVDy1tGFLOG6II60.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/IUYZkFwiheVDy1tGFLOG6II60.png 1562w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"After you've thought about the business and the key stakeholders for your measurement plan, now you're finally ready to think about the metrics. \"}),/*#__PURE__*/e(\"p\",{children:\"For the main goals you've identified, think about how you can translate them into a single measurable outcome, and define key perfromance indicators.\"}),/*#__PURE__*/e(\"p\",{children:\"For example, if you're talking about a call center and your goal is to have happy customers, you might look at the average ratings given durign a post-call customer satisfaction survey. \"}),/*#__PURE__*/e(\"p\",{children:\"Do this for each goal, and make sure you have solid definitions for each of the KPIs that support the goals of the business and your stakeholders. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 3 - Define the KPIs\",className:\"framer-image\",src:\"https://framerusercontent.com/images/Y8NMwJWZTF5UBkT2GvWKsB4POA.png\",srcSet:\"https://framerusercontent.com/images/Y8NMwJWZTF5UBkT2GvWKsB4POA.png?scale-down-to=512 512w,https://framerusercontent.com/images/Y8NMwJWZTF5UBkT2GvWKsB4POA.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/Y8NMwJWZTF5UBkT2GvWKsB4POA.png 1560w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Now that you've got KPIs for your goals, with solid definitions, you're ready to turn to execution mode. This is where the rubber meets the road. \"}),/*#__PURE__*/e(\"p\",{children:\"For each of your well-defined KPIs, list out the data you'll need to gather in order to track performance of the campaign. \"}),/*#__PURE__*/e(\"p\",{children:\"Hopefully you have most of it available already, but there may be some gaps. Getting ahead of this early on, and staying organized, can help you fill in your data so that you can execute fully on your measurement plan. \"}),/*#__PURE__*/e(\"p\",{children:\"We recommend keeping some sort of a shared document (Google sheets is awesome... that's what we do) where you list out your data needs, including the critical metrics, data sources, owners of those data sources, refresh frequency, and any caveats worth noting that may change your interpretation of important points. \"}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning Step 4 - Identify Data Sources\",className:\"framer-image\",src:\"https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png\",srcSet:\"https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png?scale-down-to=512 512w,https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/dHF2QoLa5figQCxhQgnJaeX4io.png 1560w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"I know this may sound like a lot, but if you follow the framework, and take it step by step, it's really not too painful. And your results will be A+! \"}),/*#__PURE__*/e(\"p\",{children:'Below is a quick summary of the things you should be keeping in mind. If you can nail these 4 things and put your skills on display, it\\'s a great way to establish yourself with that \"senior\"-level respect that can help you grow your career. '}),/*#__PURE__*/e(\"img\",{alt:\"Measurement Planning - Key Takeaways\",className:\"framer-image\",src:\"https://framerusercontent.com/images/z2cSv9BdglgfO6YAUwFgOvhhA.png\",srcSet:\"https://framerusercontent.com/images/z2cSv9BdglgfO6YAUwFgOvhhA.png?scale-down-to=512 512w,https://framerusercontent.com/images/z2cSv9BdglgfO6YAUwFgOvhhA.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/z2cSv9BdglgfO6YAUwFgOvhhA.png 1558w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"I can't stress enough how important mastering measurement planning is, and I would recommend everyone try to tackle this as early in your career as possible. \"}),/*#__PURE__*/e(\"p\",{children:'If you want to build your skills here, there are a few ways I can recommend, but the short answer is \"PRACTICE!\"... '}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Look for opportunities to practice measurement planning on the job. \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Check out our \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/course/thinking-like-an-analyst\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!0,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Thinking Like an Analyst\"})}),\" course, which covers measurement planning in detail, including an in-depth case study that forces you to think through a real world scenario. \"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"If you aren't enrolled in our Thinking Like an Analyst course, you can still follow a similar exercise to the one in that course. Just pick a real world or simulated real world project, and walk through the 4 steps listed above. \"})})]}),/*#__PURE__*/e(\"p\",{children:\"Hopefully you found this all useful and will have a chance to build and apply some new skills in the near future. \"}),/*#__PURE__*/e(\"p\",{children:\"Happy learning!\"})]});export const richText8=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"You’ve decided that you finally want to publicly announce to the world that you’ve got some serious Power BI skills and have just signed up to take the PL-300 certification exam (formerly DA-100). \"}),/*#__PURE__*/e(\"p\",{children:\"Are you feeling prepared? Are you second guessing yourself? Do you wish you could phone a friend or talk to someone who’s already passed? \"}),/*#__PURE__*/e(\"p\",{children:\"Well, you’re in luck!\"}),/*#__PURE__*/e(\"p\",{children:\"In this article, we’ll meet just a handful of the 75+ Maven students who have successfully studied for and passed the PL-300 this year. They’ve all brought some of their top tips for success to share with you.\"}),/*#__PURE__*/e(\"p\",{children:\"But before we meet these students, I want to share my tips for success - they’re simple and straightforward:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Learn by doing\"}),\": Use Power BI every day\"]}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Nothing beats on-the-job experience and hands-on practice with Power BI,          so use it often!\"})})})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Use your resources\"}),\": Study how you learn best\"]}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Leverage resources available to you, including the official practice test        & Microsoft Learn\"})})})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Remember the rules of the exam\"}),\": Don’t fail on a technicality\"]}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Be sure to follow all rules based on your exam setting. Remember your ID,        no talking, clean desktop environment, no phones, etc.)\"})})})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Skip questions if you get stuck\"}),\" \"]}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"When allowed, move on from questions that you’re stuck on to more familiar        ones. You can always mark the tougher questions and return to them later \"})})})]})]}),/*#__PURE__*/t(\"p\",{children:[\"But here’s the thing, while these tips for success are pretty universal, this is how I distilled what helped \",/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"me\"})}),\" prepare for the exam. Let’s think about that for a moment. While the exam experience is similar for everyone, \",/*#__PURE__*/e(\"em\",{children:\"your\"}),\" reason, \",/*#__PURE__*/e(\"em\",{children:\"your\"}),\" rationale, \",/*#__PURE__*/e(\"em\",{children:\"your\"}),\" why, for taking the exam is different from mine. For example, one of my biggest reasons wasn’t just studying to pass the exam, I was also preparing the curriculum for an entire exam prep course!\"]}),/*#__PURE__*/e(\"p\",{children:\"With this in mind, some of the most valuable advice often comes from other students that decided to pursue Microsoft’s Analyzing Data with Power BI certification and earned it. I can’t think of a better way to receive advice than to hear it directly from some of those students. \"}),/*#__PURE__*/e(\"p\",{children:\"Let’s dig in!\"}),/*#__PURE__*/e(\"h3\",{children:\"Julian Wait\"}),/*#__PURE__*/e(\"p\",{children:\"Up first, I talked to Jay. You may not know Jay (yet), but he was part of Maven’s inaugural full-time analytics bootcamp. Over the course of 12 weeks, Jay completed 10 courses, 5 projects, countless practice exercises, and earned his PL-300 certification. Oh, the PL-300 certification wasn’t part of the bootcamp curriculum, he pursued this on his own!\"}),/*#__PURE__*/e(\"p\",{children:\"Jay recently earned his PL-300 certification (December 2021) and here’s his advice for anyone looking to get certified:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"As much as possible, \",/*#__PURE__*/e(\"strong\",{children:\"focus on exactly what the question is asking\"}),\" you about.     There are a lot of details added to the question that aren’t needed, these       can seem to overcomplicate what is being asked. Cutting through this really       helps.\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Don’t worry too much about the time limit\"}),\". The time allowance for the exam       felt quite generous, so there is no need to feel panicked by the ticking         clock.\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"For many questions you will be able to \",/*#__PURE__*/e(\"strong\",{children:\"cut certain answers out\"}),\". There were       several questions where four options were given and even though I wasn’t 100     percent certain on the answer my knowledge of the subject meant I knew enough     to immediately rule out two of the four options.\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Learn enough M code that you can just recognise what certain functions do\"}),\".       Reading over the most popular functions, so you have some familiarity with       them, should be enough.\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Know each section of the exam guide\"}),\". If you know you are strong in DAX and       visualization then you probably have enough knowledge there and should focus     on data prep or row level security etc. They [Microsoft] are testing a wide       range of skills so you don’t need to go too deep in areas if you feel             competent in them. In retrospect, I would have spent more time going over         data prep on which I was much weaker than going over my Dax skills\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Remember the difference between column quality, column         profile, and column distribution\"}),\". I had at least two questions which touched     on these and they are quite similar\"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"Reem Alosherey\"}),/*#__PURE__*/e(\"p\",{children:\"Reem has been a Maven student for well over a year now and has taken 21 courses so far 🤯, including Power BI Desktop, Power BI Service, and Advanced DAX. Over the course of Reem’s journey, these courses, plus a lot of study and practice, helped contribute to Reem earning the PL-300 certification. But don’t take my word for it… Reem says, \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/t(\"code\",{children:[/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"“My top tips based on my experience would be”\"})}),/*#__PURE__*/e(\"strong\",{children:\":\"})]})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Confirm your computer setup is good\"}),\". Make sure your laptop charger is             sufficient so you don't get interrupted in the middle of the exam\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Get a full understanding of the data model\"}),\" and its different kinds of             cardinality. This will be helpful when you come across the table names and       their data type\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Do the practice exam\"}),\" to get familiar with the exam questions and answers.         Luckily, you [Maven] offer it at the end of your course\"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"Marjolein Opsteegh\"}),/*#__PURE__*/e(\"p\",{children:\"Marjolein is a business consultant, a Maven Analytics 2021 Hall of Fame nominee, an active voice in the LinkedIn analytics community, and a total rock star. \"}),/*#__PURE__*/t(\"p\",{children:[\"At the end of 2020, Marjolein discovered \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/company/maven-analytics/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Maven Analytics\"})}),\" through LinkedIn Learning and since then, she’s completed many of Maven’s courses and has started participating in our data challenges. Through this process, Marjolein realized just how effective participating in the data challenges are at refining, honing, and solidifying key analytics skills.\"]}),/*#__PURE__*/e(\"p\",{children:\"Marjolein tries to share the knowledge she’s gained on LinkedIn as much as possible. For example, after passing the PL-300 she wrote a post with a bunch of helpful tips and insights and shared it with the data community on LinkedIn. Here are are few of Marjolein’s top tips for success:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Practice your skills\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Participate in challenges and get creative to practice different skills. Repetition is key for the exam\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Take online prep courses and practice in parallel with the trainer. Pause the video time after time to follow along\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Take practice exams, like the one offered by MeasureUp, to find your weak points. Follow up with extra study focusing on those weak points\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Take your time to practice before going for the exam. Of course it is personal but take your time. Going through just one course is not enough for this exam\"})})]})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Prepare for the exam format\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Before you take the exam, check the exact Exam duration\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Mostly the exam starts and ends with case studies. A case study contains about 4 questions. At the end of a case study you have to close that part of the exam. Don’t hesitate too long, every minute counts, go on!\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Review the exam duration and question types. Go through the following link, inch by inch, so you will not be surprised during your exam \",/*#__PURE__*/e(a,{href:\"https://href.li/?https://docs.microsoft.com/en-us/learn/certifications/exam-duration-question-types\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"https://href.li/?https://docs.microsoft.com/en-us/learn/certifications/exam-duration-question-types\"})}),\" \"]})})]})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Don’t hesitate\"})}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"In my experience, you have about 1.6 minutes per question. If you don’t know the answer, mark the question, go on, and revisit it later\"})})})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Don’t get bogged down by extra text\"}),\" \"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"There is an awful lot of text to read, especially for non native speakers, don’t read it all!! Go through the questions and cases diagonal, every second counts Especially the cases, don’t read the text first, go directly to the questions and search for the answers in the text\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Try not to get frustrated about questions that [seemingly] don’t belong in the exam. There are very, very specific questions about stuff you never saw before, just gamble those\"})})]})]}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Stay focused\"})}),/*#__PURE__*/e(\"ul\",{children:/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Try to stay on track during the exam, even if it seems worthless go on, there is always a chance you pass when you didn’t expect it anymore, every point counts\"})})})]})]}),/*#__PURE__*/e(\"h3\",{children:\"Farida Huseynova\"}),/*#__PURE__*/e(\"p\",{children:\"Farida’s story is one of dedication, determination, and goal achievement. At the beginning of the 2021, Farida went through a goal setting exercise and decided that earning the PL-300 certification should be on her list. Well, in November of 2021, Farida accomplished this goal and officially became a Microsoft certified Data Analyst Associate: \"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"code\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:\"“I can say without exaggeration that I have benefited greatly from your training. I started with Microsoft Power BI Desktop for Business Intelligence, then Advanced DAX for PowerBI Desktop, and finally your exam prep course. Beside these, I did a lot of data analysis with Power BI Desktop and Service. I searched for exam related questions and tried to understand all of them. I used Power BI daily for visualization purposes. I spent 3 weeks preparing for the exam with your courses.”\"})})})}),/*#__PURE__*/e(\"h3\",{children:\"Clay Cooper\"}),/*#__PURE__*/e(\"p\",{children:\"Or, you could be like Clay who spent a decade as a pharmacist before reinventing himself and pursuing a data career. Clay says all he needed to do was:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"code\",{children:/*#__PURE__*/e(\"em\",{children:/*#__PURE__*/e(\"strong\",{children:'“Take the Maven review course and then sign up for the exam 😂\"'})})})}),/*#__PURE__*/t(\"p\",{children:[\"In all seriousness, we’ve talked alot about \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/clays-data-analyst-career-change\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"Clay’s career pivot\"})}),\" and all of his hard work, tenacity, focus on continued learning, and continually pushing himself. Don’t let Clay’s quote fool you, he didn’t just “simply” take Maven’s review course and then nail the PL-300. Clay realized the best way to learn was to get his hands dirty so he specifically sought out opportunities to learn and practice. \"]}),/*#__PURE__*/e(\"p\",{children:\"Hard work and dedication - that’s what really contributed to Clay taking the PL-300 exam prep course and ultimately passing the PL-300. \"}),/*#__PURE__*/e(\"h3\",{children:\"Jeremy Anderson\"}),/*#__PURE__*/e(\"p\",{children:\"Jeremy is an analytics consultant who decided to pursue the Data Analyst Associate certification and came up with a solid plan to accomplish this goal.  As an analyst in a previous role, Jeremy developed several reports and maintained an app for a sales and marketing department. He had a solid baseline, but knew he would need to fill in some gaps in order to pass the PL-300.\"}),/*#__PURE__*/e(\"p\",{children:\"After reading through the PL-300 skills outline, Jeremy identified the areas where he needed to bolster his understanding and determined that the combination of Microsoft guided learning and Maven’s PL-300 prep course would be sufficient. His plan was set and all he needed to do was execute.  \"}),/*#__PURE__*/e(\"p\",{children:\"And execute he did! Jeremy passed the PL-300 and put together a guide based on his experience. Here are his top 5 tips for you:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Know your why\"}),\": Whenever you set out to learn a new skill or accomplish a goal, it’s good to ‘know your why.’ Identifying your motivation for getting certified will give you a sense of focus and purpose\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Review the exam guide\"}),\": Make sure to read the exam guide, as it lists out the skills covered. Cross off topics you feel confident about and highlight the ones you need to work on\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Create a learning plan\"}),\": Knowing what you need to learn and how you plan to learn it will help you stay organized and focused\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Learn from the experts\"}),\": A good teacher or guide is invaluable. Aaron’s course is a great option because it is well-structured and includes hands-on practice\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Take a practice exam\"}),\": Once you feel comfortable with the major topic areas and can pass a practice exam, that is a good indicator that you are ready to take the PL-300 \"]})})]}),/*#__PURE__*/e(\"p\",{children:\"--\"}),/*#__PURE__*/e(\"p\",{children:\"So, what do you say, are you motivated to take on the PL-300? \"}),/*#__PURE__*/e(\"p\",{children:\"You've got your goal, now make your plan and get to work. With all of this advice in hand, the PL-300 certification is well within your reach. \"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Learn On\"}),\" 🤘🏻-Aaron\"]}),/*#__PURE__*/t(\"p\",{children:[\"P.S. Check out my \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/course/power-bi-da-100-exam-prep\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"PL-300 Exam Prep\"})}),\" course!\"]})]});export const richText9=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"It's that time of year again!\"}),/*#__PURE__*/e(\"p\",{children:\"The Maven instructors are looking back on 2021 and thinking about how fortunate we are to have had the opportunity to work with such an amazing group of students.  \"}),/*#__PURE__*/e(\"p\",{children:\"Your support makes what we do possible, and we are extremely grateful for everything you do for Maven and the broader data community. \"}),/*#__PURE__*/t(\"p\",{children:[\"To show our appreciation, we're continuing our \",/*#__PURE__*/e(\"strong\",{children:\"Hall of Fame\"}),\" tradition, which was started last year in 2020. \"]}),/*#__PURE__*/t(\"p\",{children:[\"Next month, we will be immortalizing a small group of our students who have contributed to the data community this year, by inducting them into the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Analytics Hall of Fame\"}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"This is some exclusive stuff we're talking about! \"}),/*#__PURE__*/e(\"p\",{children:\"Think of it as getting your number retired or your jersey hoisted into the rafters. \"}),/*#__PURE__*/e(\"p\",{children:\"Except this is Maven, so it's more like retiring your spreadsheet or your SQL editor :)  \"}),/*#__PURE__*/e(\"p\",{children:\"The students honored will represent the qualities that we most value in our students and in the broader data community:  \"}),/*#__PURE__*/t(\"p\",{children:[\"1) Maven Hall of Famers are \",/*#__PURE__*/e(\"strong\",{children:\"committed to lifelong learning\"})]}),/*#__PURE__*/t(\"p\",{children:[\"2) They \",/*#__PURE__*/e(\"strong\",{children:\"actively participate in Maven discussions and the broader data community\"})]}),/*#__PURE__*/t(\"p\",{children:[\"3) They \",/*#__PURE__*/e(\"strong\",{children:\"consistently support and encourage others around them\"}),\" \"]}),/*#__PURE__*/t(\"p\",{children:[\"4) They \",/*#__PURE__*/e(\"strong\",{children:\"bring a positive energy to their learning and their work\"}),\" \"]}),/*#__PURE__*/e(\"p\",{children:\"In short, these are the people that make being a part of Maven such an enjoyable experience for both instructors and the entire student community. \"}),/*#__PURE__*/e(\"p\",{children:\"After reading this, you're likely thinking of a few names that fit the profile. \"}),/*#__PURE__*/e(\"p\",{children:\"We're hoping that you do :)\"}),/*#__PURE__*/t(\"p\",{children:[\"From now through \",/*#__PURE__*/e(\"strong\",{children:\"Friday, December 31st\"}),\" at 11:59 EST, we'll be taking nominations for the Class of 2021. \"]}),/*#__PURE__*/t(\"p\",{children:[\"To cast your nomination, \",/*#__PURE__*/e(\"strong\",{children:\"navigate to \"}),/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/posts/maven-analytics_data-analysis-businessintelligence-activity-6873970540806238208-v7ui/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"the official announcement post on LinkedIn\"})})}),\", which you can see below, @mention a person you deserves a nomination, and include a brief note describing why you think they should be inducted into the Hall of Fame. You can see an example nomination here below the post. \"]}),/*#__PURE__*/e(\"img\",{alt:\"Hall of Fame Official Announcement - 2021\",className:\"framer-image\",src:\"https://framerusercontent.com/images/qSrnDidOLym4r8olS9Nb1twE2Y.png\",srcSet:\"https://framerusercontent.com/images/qSrnDidOLym4r8olS9Nb1twE2Y.png?scale-down-to=1024 836w,https://framerusercontent.com/images/qSrnDidOLym4r8olS9Nb1twE2Y.png 918w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"img\",{alt:\"Chris Mengel nomination\",className:\"framer-image\",src:\"https://framerusercontent.com/images/6jD7JPBJ01puIyFPcigCykf3Wg.png\",srcSet:\"https://framerusercontent.com/images/6jD7JPBJ01puIyFPcigCykf3Wg.png?scale-down-to=512 512w,https://framerusercontent.com/images/6jD7JPBJ01puIyFPcigCykf3Wg.png 888w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Voting will take place among Maven's instructor team mid-January, and we'll officially announce the 2021 class on Tuesday, January 25th at 9:00am EST. \"}),/*#__PURE__*/e(\"h3\",{children:\"Answers to commonly asked questions\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Yes, you can nominate yourself. \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Yup, nominating multiple people is okay (up to 3). \"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"You bet there is a prize... eternal glory, AND lifetime access to Maven!\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"You can find the official post and nominate someone by clicking \",/*#__PURE__*/e(a,{href:\"https://www.linkedin.com/posts/maven-analytics_data-analysis-businessintelligence-activity-6873970540806238208-v7ui/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"here\"})})}),\" \"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"Check out last year's inductees\"}),/*#__PURE__*/t(\"p\",{children:[\"You can read more about why we chose each of the folks who were inducted in the 2020 class in \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/blog/hall-of-fame-class-of-2020\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"last year's official induction announcement\"})}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"You can also see a fun behind the scenes look at when last year's inductees found out, which still stands as one of our favorite Maven days of all-time: \"}),/*#__PURE__*/e(\"p\",{children:\"Good luck, and happy nominating!\"})]});export const richText10=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Today we get to hear from Ashish Singh, the Co-Founder of ScatterPie Analytics. \"}),/*#__PURE__*/e(\"p\",{children:\"Ashish is someone who cares a lot about his employees and invests heavily in their development. \"}),/*#__PURE__*/t(\"p\",{children:[\"I know what you're thinking... \",/*#__PURE__*/e(\"em\",{children:'\"Doesn\\'t every company say that?\"'})]}),/*#__PURE__*/e(\"p\",{children:\"Trust me, Ashish backs it up... big time. Scatterpie's employees get access to the entire library of Maven Analytics courses, and they also utilize training from PluralSight, DataCamp, and Cloud Guru. That's a lot of time and money spent on improving the team's skills!\"}),/*#__PURE__*/e(\"p\",{children:\"Ashish knows that investing in his people is money well spent. It helps him attract and retain talent, and improves the performance of the team. \"}),/*#__PURE__*/e(\"p\",{children:\"It was great hearing how Ashish thinks about training and talent. \"}),/*#__PURE__*/e(\"p\",{children:\"Check out this 77-second video talking about his Maven experience: \"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(n,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/4sbLnuatuUfmOTwFGSJM/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(r,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/z3XNvt4R82g\"})})}),/*#__PURE__*/t(\"p\",{children:[\"For folks who are seeing this and thinking, \",/*#__PURE__*/e(\"em\",{children:'\"Wow, I wish I could work for a company like that\"'}),\"... maybe you can :)  \"]}),/*#__PURE__*/e(\"p\",{children:\"ScatterPie is currently hiring in India, including freshers, with preference for folks in New Dehli and Mumbai. \"}),/*#__PURE__*/t(\"p\",{children:[\"Could be the opportunity you've been looking for. Check them out at \",/*#__PURE__*/e(a,{href:\"https://scatterpie.io/\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:\"https://scatterpie.io/\"})}),\" and get in touch. \"]}),/*#__PURE__*/e(\"p\",{children:\"For anyone who's interested in learning more in taking your team's data skills to the next level with Maven's Team Training platform, you can learn more below:\"}),/*#__PURE__*/e(\"p\",{children:\"https://www.mavenanalytics.io/maven-for-business\"})]});export const richText11=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data visualization brings data to life.\"})}),/*#__PURE__*/e(\"p\",{children:\"I love this statement. You would think it is just meant to be appealing (almost poetic), but the truth is that it’s based on facts -– which is exactly what data viz is all about! It’s not just about making beautiful charts that are pleasing to look at, but also about communicating insights clearly to help make data-driven decisions.\"}),/*#__PURE__*/t(\"p\",{children:[\"Data visualization sits on the intersection of \",/*#__PURE__*/e(\"em\",{children:\"art\"}),\" and \",/*#__PURE__*/e(\"em\",{children:\"science\"}),\", and in this post we’re going to dig deeper into the latter.\"]}),/*#__PURE__*/t(\"p\",{children:[\"The truth is that \",/*#__PURE__*/e(\"strong\",{children:\"the human brain isn’t built to interpret raw data\"}),\", at least not quickly and accurately. And I’m not talking about complex operations here. Seemingly simple tasks take up a high amount of brain processing power. Let’s look at an example:\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Can you find the word “MAVEN” in this grid?\"})}),/*#__PURE__*/e(\"img\",{alt:\"Word Search 1\",className:\"framer-image\",src:\"https://framerusercontent.com/images/SRt3WW0GRiLTduCORT1F0xyuw.png\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"I’m sure you were able to find it, which is fantastic, but doing so took time and effort. You see, as you were trying to make sense of this non-visual information, your brain was relying on its \",/*#__PURE__*/e(\"strong\",{children:\"prefrontal cortex\"}),\". This is the part of the brain that is responsible for cognitive functioning & problem solving, which makes it slow and conscious. This means that no matter how many combinations of this word search puzzle I show you, it will always take time and effort. It’s not you… it’s science!\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"But what if we add some color to the mix?\"})}),/*#__PURE__*/e(\"img\",{alt:\"Word Search 2\",className:\"framer-image\",src:\"https://framerusercontent.com/images/bxpul5RnpV33H8gtc8KNqHGW0.png\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"This was a brand-new puzzle, and I guarantee it didn’t take you more than a few moments to find it. In fact, you probably spotted the word “MAVEN” before even having to think about it. That’s because in this scenario, your brain used its \",/*#__PURE__*/e(\"strong\",{children:\"visual cortex\"}),\" instead. This part of the brain is responsible for visual perception and understanding, which means it helps us make sense of colors, patterns, shapes, and sizes. And, as you just witnessed, it’s instantaneous and subconscious.\"]}),/*#__PURE__*/e(\"p\",{children:\"Granted, word search puzzles aren’t a part of any analyst’s job description, but here's the best part:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"code\",{children:/*#__PURE__*/e(\"strong\",{children:\"Data visualization puts both our prefrontal and visual cortex to work, combining the power of cognition (slow and conscious) and perception (instantaneous)\"})})}),/*#__PURE__*/e(\"img\",{alt:\"Data Viz Slide\",className:\"framer-image\",src:\"https://framerusercontent.com/images/3OfVHpYiRyTbFWWqusTF50Ul3s.png\",srcSet:\"https://framerusercontent.com/images/3OfVHpYiRyTbFWWqusTF50Ul3s.png?scale-down-to=512 512w,https://framerusercontent.com/images/3OfVHpYiRyTbFWWqusTF50Ul3s.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/3OfVHpYiRyTbFWWqusTF50Ul3s.png 1920w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"This is the scientific reason why data visualization is such an important skill to learn as an analyst. It allows you to understand large sets of complex data both quickly AND clearly. In other words, \",/*#__PURE__*/e(\"strong\",{children:\"data visualization allows you to bring your data to life.\"})]}),/*#__PURE__*/e(\"p\",{children:\"A short way to test this is through the “10 second rule”:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"In 10 seconds, what can you learn from the data below?\"})}),/*#__PURE__*/e(\"img\",{alt:\"Data Table\",className:\"framer-image\",src:\"https://framerusercontent.com/images/0a6KW5W6uHzPaVWifas1CXts1VA.png\",srcSet:\"https://framerusercontent.com/images/0a6KW5W6uHzPaVWifas1CXts1VA.png?scale-down-to=512 512w,https://framerusercontent.com/images/0a6KW5W6uHzPaVWifas1CXts1VA.png 936w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/e(\"p\",{children:\"Beyond noticing that the table is showing sales figures for 4 products over a 12-month period, it’s hard to fully pick up on any interesting patterns or trends in the data. And the same would probably be true if given a minute instead of 10 seconds, because we’re only taking advantage of our prefrontal cortex.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"But what if I visualize this data?\"})}),/*#__PURE__*/e(\"img\",{alt:\"Visualized Data\",className:\"framer-image\",src:\"https://framerusercontent.com/images/2Mkrob1juLgmuQi6hrAt0TXfAs.png\",srcSet:\"https://framerusercontent.com/images/2Mkrob1juLgmuQi6hrAt0TXfAs.png?scale-down-to=512 512w,https://framerusercontent.com/images/2Mkrob1juLgmuQi6hrAt0TXfAs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/2Mkrob1juLgmuQi6hrAt0TXfAs.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/2Mkrob1juLgmuQi6hrAt0TXfAs.png 2221w\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Just like that, 10 seconds is enough to not only get a clear idea of the sales trends for each product, but to also start generating some about ideas about where to dig a little deeper. This is huge! \",/*#__PURE__*/e(\"strong\",{children:\"Now we’re not spending most of our time trying to understand the data, but rather in trying to use that understanding to drive improvements to the business.\"}),\" That’s where real value comes from.\"]}),/*#__PURE__*/e(\"p\",{children:\"So the next time you’re find yourself filling your reports to the brim with data tables, remember the importance of data visualization and start plotting those numbers on an appropriate chart. I'm sure at least one person will thank you for it.\"}),/*#__PURE__*/e(\"p\",{children:\"Happy visualizing!\"}),/*#__PURE__*/e(\"p\",{children:\"-Enrique\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"P.S.\"}),\" If you liked this content, you’ll love my \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/course/excel-dashboard-design\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Advanced Dashboard Design\"})})}),\" course. 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data set to the \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Data Playground\"})})}),\", containing the scripts from the Harry Potter movie franchise.\"]}),/*#__PURE__*/t(\"p\",{children:[\"There is a ton to explore and visualize here, so pull out your wand, fire up your favorite BI tool \",/*#__PURE__*/e(\"em\",{children:\"(Excel, MySQL, Power BI, Tableau, etc.)\"}),\", and make the magic happen!\"]}),/*#__PURE__*/t(\"p\",{children:[\"To go along with this release, we’re launching the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Magic Challenge\"}),\" and giving away a \",/*#__PURE__*/e(\"strong\",{children:\"free all-access membership\"}),\" to the winner.\"]}),/*#__PURE__*/e(\"p\",{children:\"We’ll share more about the challenge details below, but first let’s talk about the data…\"}),/*#__PURE__*/e(\"h3\",{children:\"About the dataset\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"This dataset contains \",/*#__PURE__*/e(\"strong\",{children:\"6 tables\"}),\" in CSV format\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"The \",/*#__PURE__*/e(\"strong\",{children:\"Dialogue\"}),\" table contains all 7,444 lines of dialogue from the 8 Harry Potter movie scripts, and contains foreign keys that can be matched to a specific chapter, character, and place from the Wizarding World\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"The \",/*#__PURE__*/e(\"strong\",{children:\"Chapters\"}),\" table contains the 234 chapters from the Harry Potter movie scripts, with fields containing the chapter name and number, and the related 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etc.)\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"The \",/*#__PURE__*/e(\"strong\",{children:\"Spells\"}),\" table contains the 61 spells cast in the movies, with fields containing the incantation, spell name & effect, and the color of the light cast (HINT: Try to search for the incantation in the movie dialogues to join the tables!)\"]})})]}),/*#__PURE__*/e(\"h3\",{children:\"How to play the Maven Magic Challenge\"}),/*#__PURE__*/t(\"p\",{children:[\"To participate in this challenge, all you need to do is \",/*#__PURE__*/e(\"strong\",{children:\"share a single page visual that captures the magic of the Harry Potter movies\"}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Here’s how to submit your entry:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Share a LinkedIn post mentioning \",/*#__PURE__*/e(\"em\",{children:\"@Maven Analytics\"}),\" and the hashtag \",/*#__PURE__*/e(\"strong\",{children:\"#mavenmagicchallenge\"}),\", with your single page visual based on the challenge objective above\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Complete the official \",/*#__PURE__*/e(a,{href:\"https://mavenanalytics.typeform.com/to/Ln7sYYiB\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"challenge submission form\"})})}),\" to make sure you are entered for a chance to win\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Make sure to follow Maven Analytics on LinkedIn for updates on the challenge and invite your connections to play along!\"}),/*#__PURE__*/e(\"h3\",{children:\"How to win\"}),/*#__PURE__*/e(\"p\",{children:\"Finalists will be chosen by the Maven team based on creativity, design, and visualizations. The winner will be selected from the finalist pool by the Maven team, via live voting.\"}),/*#__PURE__*/e(\"h3\",{children:\"What you can win\"}),/*#__PURE__*/t(\"p\",{children:[\"As part of the \",/*#__PURE__*/e(\"strong\",{children:\"Maven Magic Challenge\"}),\", we'll be giving away 1 annual all-access Maven membership completely free of charge. The winner will get access to all of our Excel, Power BI, Tableau, and SQL courses, as well as our ongoing Machine Learning series, all with direct support and coaching from our expert instructors.\"]}),/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to participate. As always, this challenge is open to both current Maven subscribers and everyone else.\"}),/*#__PURE__*/e(\"p\",{children:\"Check out the official rules below...\"}),/*#__PURE__*/e(\"h3\",{children:\"Official Terms (Maven Magic Challenge)\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will give away 1 Annual subscription for an Individual account. After the one year period, the subscriptions will expire.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"No purchase is necessary to enter.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Data Analyst Bootcamp is not included in this prize. That is a separate offering, and not eligible.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"The challenge will close to new entries on Friday, December 31st, 2021, at 11:59pm Eastern Standard Time. All entries must be submitted prior.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"After the submission deadline, finalists will be chosen by the Maven team.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Maven Analytics will select 1 winner from the finalists, and will announce the winner on Wednesday, January 12th, 2022 at 10:00am Eastern Standard Time. The official announcement will be posted on LinkedIn from the Maven Analytics LinkedIn account.\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Don't want to participate in the Maven Magic Challenge? No problem. You can still analyze the data on your own. All of the Data Playground datasets are completely free and are available for everyone to learn with. Feel free to dig in anytime.\"}),/*#__PURE__*/t(\"p\",{children:[\"Check out the Harry Potter Movie Scripts dataset, and many more, at the \",/*#__PURE__*/e(a,{href:\"https://www.mavenanalytics.io/data-playground\",motionChild:!0,nodeId:\"VETpGjY0L\",openInNewTab:!1,relValues:[],scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(o.a,{children:/*#__PURE__*/e(\"strong\",{children:\"Data Playground\"})})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:\"Happy analyzing!\"})]});\nexport const __FramerMetadata__ = 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