Name: UCLA Hackathon with TigerGraph and Plotly
Start: 2021-10-08T18:15:00-07:00
End: 2021-10-24T21:15:00-07:00
Location: Boelter Hall

UCLA Hackathon with TigerGraph and Plotly

TigerGraph

Boelter Hall

Thank you! Be sure to download TigerGraph Cloud here:
https://tgcloud.io/

<h2>Today&#x27;s Kickoff at 6:15 pm PST on location and at this Zoom link here:</h2><h3>https://us02web.zoom.us/j/81607289781?pwd=eGVqazY3NlYyM2s4ckVBaVJCK2hEQT09</h3><h3>Location: Sunset Village, Canyon Point, House 8 (near picnic tables)</h3><h3>Build your first Graph Solution on TigerGraph Cloud and create a unique dashboard to discover new insights! Compete for the chance to win $500, prizes and more!</h3><h2>About the Event:</h2>

<h2>The Challenge:</h2><p>Choose from one of the four themes below:</p><h2>1. SoCal Restaurant Recommendations </h2><h3>	Guiding questions: </h3><ul><li>Which restaurants should I go to for specific cuisines? </li><li>Which restaurants are open, nearby, and within my price range? </li><li>Which restaurants have users similar to me tried and enjoyed? </li></ul><p><a href="https://www.yelp.com/dataset" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Yelp Restaurant Data </a></p><p>	</p><h2>2. Hollywood Movie Reviews </h2><h3>Guiding questions: </h3><ul><li>Which movies are the best/which keywords are used to describe them? </li><li>Which reviews are the most accurate? Which reviewers are helpful? </li><li>How has a movie’s rating/number of reviews changed historically?</li></ul><p><a href="http://snap.stanford.edu/data/web-Movies.html" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Movie Review Data</a> </p><p></p><h2>3. UCLA’s Graduate Admission Analysis </h2><h3>Guiding questions: </h3><ul><li>Which factors have impacted Graduate Admission most? </li><li>Which factors have the widest standard deviation? </li><li>How have the importance of these factors changed historically?</li></ul><p><a href="https://www.kaggle.com/adepvenugopal/predicting-graduate-admissions-using-ml" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Grad Results Data </a></p><p></p><h2>4. Optimizing Santa Monica Pier </h2><h3>Guiding questions: </h3><ul><li>When’s the best time to visit the pier? </li><li>How do the tides, temperature change day-by-day? </li></ul><p><a href="https://catalog.data.gov/dataset/automated-shore-stations-santa-monica-pier27" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Santa Monica Data #1 </a></p><p><a href="https://wrcc.dri.edu/cgi-bin/cliMAIN.pl?ca7953" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Santa Monica Data #2 </a></p>

<h2>Overview:</h2><h3>Using the datasets provided, load them into TigerGraph and create a schema involving vertices and edges that represent the data in the chosen dataset(s). </h3><h3></h3><h1>5 Reasons to Participate in this Event:</h1><p>1.  Sweet prizes 😎 (check out the section below for more!) </p><p>2.  Add to your project portfolio and resume. The market for graph databases is rapidly expanding, with proven potential in security, efficiency, ML, and more!</p><p>3. Meet and build your network of developers globally and across campus. Plus, access to free pizza and drinks is always a plus.🍕😁</p><p>4. Gain new skills. Having graph database experience combined with your technology stacks can add tremendous value in the eyes of recruiters. </p><p>4. Exclusive access to conferences. Winners have the opportunity to show off their project in front of 6,000 people and 100+ large companies.</p><p></p><h3>For resources regarding this step, feel free to check out the following:</h3><ul><li><a href="https://docs.tigergraph.com/ui/graphstudio/design-schema" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Designing a Schema</a> </li><li><a href="https://docs.tigergraph.com/v/2.3/dev/gsql-ref/ddl-and-loading/defining-a-graph-schema" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Defining a Schema</a> </li><li><a href="https://docs.tigergraph.com/start/gsql-101/load-data-gsql-101" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Loading Data w/ GSQL</a> </li><p></p></ul><p>Next, create a few queries to traverse through the data and extract information that your team finds insightful. Here are a few example queries for each of the themes: </p><p></p><h2>1. SoCal Restaurant Recommendations</h2><ul><li>Get all restaurants that belong to an inputted cuisine </li><li>Get all restaurants that are open during an inputted time interval </li><li>Get all restaurants that are within an inputted distance </li><li>Find similar restaurants (can create community clusters)  </li></ul><p></p><h2>2. Hollywood Movie Reviews</h2><ul><li>Get all movies that have received above an inputted rating</li><li>Get all reviews for an inputted movie </li><li>Get the most accurate reviewers (helpfulness of review)  </li></ul><p></p><h2>3. UCLA’s Graduate Admission Analysis </h2><ul><li>Compute average scores across entire graph</li><li>Return lists of all scores/percentages (used to make charts) </li><li>Cluster students who were offered admission vs. those who weren’t </li></ul><p></p><h2>4. Optimizing Santa Monica Pier </h2><ul><li>Return lists of all temperature readings within a given time interval</li><li>Return average temperature, pressure, chlorophyll per day </li><li>Return latitude/longitude for each sensor (used to create heat map) </li></ul><p></p><p></p><p>Using this data, create some <strong>neat visualizations! </strong>One of the easiest ways to create powerful dashboards in <strong>Python</strong> is via Plotly Dash. For more information, feel free to check out the following tutorials and example dashboards with <strong>TigerGraph + Plotly. </strong></p><ul><li><a href="https://tigergraph-devlabs.github.io/tg-dash-class/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">TigerGraph’s Dash Class (Plotly Dash)</a></li><li><a href="https://www.youtube.com/watch?v=wHUr3NLw_wg" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Movie Reviews Starter Kit (Video) </a></li><li><a href="https://www.youtube.com/watch?v=otMVqqsMYEg" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">New York’s Energy/Weather (Video) </a></li><li><a href="https://www.youtube.com/watch?v=s8d5xFrzm8g" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">COVID-19 in South Korea (Video) </a></li><p></p></ul><p><strong>Any other platform </strong>for visualization may also be used! For example, ReactJS, VueJS, Angular, Apache Echarts, etc. <strong>Whichever software library works best for you! </strong></p><p></p><p>All-in-all, your team’s hackathon project should somewhat resemble the following: </p><p></p><ul><li><strong>Backend (TigerGraph Cloud Solution)</strong></li></ul><p>                      --Create schema (vertices, edges) specific to chosen dataset(s) </p><p>                     --Add custom queries to traverse graph and return information </p><ul><li><strong>Frontend (ex. Python, Java) </strong></li></ul><p>                    --Functions that utilize the query results and produce some visual output </p><p>                   --Some sort of dashboard containing figures, text, etc. </p><p></p><h3>We will offer an introductory seminar beforehand, so don't worry if you're new to TigerGraph! This seminar will also cover the basics of pyTigerGraph and Plotly Dash.</h3>

<h2>Prize Categories:</h2><p></p><h3>1. Above and Beyond (best overall in each category): </h3><ul><li><strong>SoCal Restaurant Recommendations:</strong> $200, $100   TigerGraph Credits </li><li><strong>Hollywood Movie Reviews:</strong> $200, $100 TigerGraph Credits</li><li><strong>UCLA Graduate Admission Analysis:</strong> $200, $100 TigerGraph Credits </li><li><strong>Optimizing Santa Monica Pier:</strong> $200, $100 TigerGraph Credits </li></ul><h3></h3><h3>2.  Most Appealing Dashboard/App<strong>: $200 + Swag</strong></h3><h3></h3><h3>3.  Most Informative Dashboard/App: <strong>$200 + Swag</strong></h3><h3></h3><h3>4.  Early Submission (first 50): <strong>$50 TigerGraph Credits</strong></h3><p></p><p><strong>                                                                 Can win multiple prizes! </strong></p>

<h2>Getting Started</h2><h3></h3><h3>1. Create a team with a few of your friends, or feel free to ride solo!</h3><h3>2. Join the Hackathon by registering for this event by October 8tt</h3><h3>3. Create a TigerGraph Cloud account and play around in GraphStudio!</h3><h3>4. Make sure to check out these amazing resources to learn more! </h3><ul><li><a href="https://www.youtube.com/watch?v=cNAWrAsjrC8" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Intro to tgCloud</a></li><li><a href="https://youtu.be/cEVbaivITUw" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Intro to pyTigerGraph</a></li><li><a href="https://youtu.be/n82PhhWQ0uY" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Intro to TigerGraph and Plotly</a></li><li><a href="https://tigergraph-devlabs.github.io/tg-dash-class/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">TigerGraph’s Dash Class (tutorial)</a></li><li><a href="https://www.youtube.com/watch?v=wHUr3NLw_wg" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Plotly Dash in TigerGraph’s Starter Kits:</a></li></ul><p>                           -<a href="https://www.youtube.com/watch?v=wHUr3NLw_wg" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Movie Reviews Starter Kit</a></p><p>                          -<a href="https://www.youtube.com/watch?v=s8d5xFrzm8g" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">COVID-19 Starter Kit</a></p><p>                          -<a href="https://www.youtube.com/watch?v=otMVqqsMYEg" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">New York’s Energy/Weather </a></p><h3>5. Join <a href="https://discord.gg/F2c9b9v" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">TigerGraph’s Discord Chat</a> to connect with Developers (and go to the #Hackathon Channel for any hackathon related questions)</h3><h3>6. Talk with TigerGraph engineers on the <a href="https://community.tigergraph.com/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Community Forum</a></h3><h3>7. Join the Plotly Community and check out Plotly’s documentation</h3><h3>8.  Start building your TigerGraph + Plotly Solution.</h3><h3>9.  Once you're finished, <a href="https://docs.google.com/forms/d/e/1FAIpQLScLkAS6g3swhiaGYPRa9uNGcjjVhoIMVJUTlgB6CSy0rD6Q_Q/viewform?usp=sf_link" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">fill out this form here.</a></h3><p></p><h2>Kickoff</h2><p></p><p>Dan Barkus, a <strong>Developer Advocate at TigerGraph</strong>, will explain why he got into Graph and why you should, too! Here’s his take on the <strong>importance</strong> of <strong>Graph Databases. </strong></p><p></p><h2>Why Learn Graph Database Technology?</h2><p><strong></strong></p><p>Back in the day, relational databases like MySQL were much easier to manage because the data itself was simpler and smaller. However as technology continues to evolve, so has our ability to collect high volumes of data at an unprecedented rate. <strong>Organizing, accessing, manipulating, and updating relational databases is progressively more difficult once you start dealing with billions of rows of data</strong> with complex relationships.</p><p></p><p>As data exponentially grows, the interconnectedness of data becomes infinitely more useful to decision-makers and data scientists. Graph databases are ideal for understanding connected data - <strong>their ability to store the relationships between data, along with the data itself, makes them one of the hottest solutions in data and analytics. Whenever you use LinkedIn and others like it</strong>, and it shows you 1st, 2nd, or 3rd degree connections, you’re seeing the power of connected data, a graph.</p><p></p><h3>Gartner says graphs are the next frontier for data science and analytics. By 2023, graph technologies will facilitate rapid contextualization for decision-making in 30% of organizations worldwide. TigerGraph is the fastest and most scalable graph database in the market and is used in some of the top companies globally.</h3><p></p><p>One great way to get ahead in your career is to make good bets on what technologies are going to become important in the future and to invest time in learning them. If that sounds like something you want to do, then you should definitely be paying attention to graph databases.</p><p></p><p>To accelerate our understanding of Graphs, we’ll be hosting an <strong>Introduction to TigerGraph seminar </strong>to kick off our hackathon! Here’s a comprehensive guide: </p>

<p></p><h2>Intro Video ~ 5 min</h2><h2>What is Graph? ~ 10 min </h2><h3>                 -How they work </h3><h3>                 -Compared to relational </h3><h3>                  -Advantages (ex. ML) </h3><h2>What is TigerGraph? ~ 20 min </h2><h3>                 -Navigating cloud portal </h3><h3>                 -Loading data (mapping) </h3><h3>                 -Creating/running queries </h3><h2>How to visualize? ~ 15 min </h2><h3>               -pyTigerGraph</h3><h3>               -Plotly</h3><h3>              -ReactJS, VueJS, etc.</h3><h2>Sendoff + Q/A ~ 10 min </h2><h3>             -Rules/Deadlines/Prizes </h3><h3>              -Where to reach out for help </h3>

<h1>Judging Criteria</h1><p></p><h2>40% Depth and Insight</h2><p>The <strong>richness</strong> of the <strong>queries,</strong> analytics, figures, and usability can be measured by the number of unique visual components, appropriateness of each, and their ability to convey a distinct aspect of the chosen data. Basically,<strong> how useful is this dashboard? </strong></p><h2>25% Creativity</h2><p>The creativity of the queries/charts and how they interact with the data to highlight and uncover <strong>new insights</strong>. Spend some time on this section, as it can lead to some awesome features! Basically, <strong>how creative are the functions of this dashboard? </strong></p><h2>20% Completeness</h2><p>The submission is built-out <strong>end-to-end, </strong>is well documented, and includes README instructions. <strong>Basically, how thorough and easy-to-understand is this dashboard? </strong></p><h2>15% Robustness</h2><p>The submission is well designed, follows coding conventions, and all code is fully functional and repeatable. Basically, <strong>does it work reliably regardless of input? </strong></p><p><strong></strong></p><h1>Schedule</h1><h3>Hackathon Kickoff: Friday, October 8th </h3><ul><li>Time: TBD, Evening </li><li>Location: Physical, TBD | Virtual, Zoom</li></ul><h3>Submission Deadline: Sunday, October 24th </h3><ul><li>Time: 11:59 P.M. PST</li><li>Location:<a href="https://docs.google.com/forms/d/e/1FAIpQLScLkAS6g3swhiaGYPRa9uNGcjjVhoIMVJUTlgB6CSy0rD6Q_Q/viewform?usp=sf_link" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer"> Form </a></li></ul><h3>Hackathon Awards Ceremony: Friday, October 29th </h3><ul><li>Time: TBD, Evening </li><li>Location: Virtual, Zoom </li><p></p></ul><h3>Questions?</h3><ul><li>If you have questions about the UCLA X TigerGraph hackathon, please contact <strong>Cayley Wetzig at cayley.wetzig@tigergraph.com. </strong></li></ul><p></p><ul><li>Additionally, feel free to connect with <strong>TigerGraph University Ambassadors:</strong></li></ul><p>                        --Karim Saraipour (karim.saraipour@tigergraph.com) </p><p>                       --Kristina Huang (kristina.huang@tigergraph.com) </p><p>                      --Advit Deepak (advit.deepak@tigergraph.com) </p><p>To learn more TigerGraph solutions, visit us at https://www.tigergraph.com/. </p><p></p>

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