, the leader in AIOps Event Correlation and Automation, and online incident management academy Blackrock 3 Partners, today announced. Values and culture. SAN FRANCISCO, May 24, 2022 — BigPanda, Inc. 9, and all sessions are available on-demand within BigPanda University. Dramatically reduce IT noise by filtering out false positives and benign events, and deduplicating recurring or cross-platform repetitions of. g. BigPanda | 20,364 followers on LinkedIn. | BigPanda Inc. BigPanda’s Open Integration Hub automatically ingests raw event data from all monitoring, change and topology tools. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Yoram: Great seeing you again! Today, we’re going to be. SAN FRANCISCO, March 18, 2021 (GLOBE NEWSWIRE) -- BigPanda, Inc. Why BigPanda?BigPanda | 33 593 abonnés sur LinkedIn. This is in stark contrast to vendors that take a year or longer to complete a deployment, with few markers of progress along the way. , the leader in Event Correlation and Automation powered by AIOps, today revealed the power of its Event Enrichment Engine that enriches raw alerts with rich topological and operational context to create high-quality incidents. BigPanda product capabilities IT Ops Event Correlation: Leverages Open Box Machine Learning to integrate, normalize and enrich alerts from 300+ unique monitoring,. Company . As your business grows and adds applications and digital offerings, BigPanda helps you scale IT operations without increasing complexity or cost. SAN FRANCISCO, July 14, 2021 — BigPanda, Inc. BigPanda is here to make the onboarding process as fast and easy as possible. Enrichment is the unsung hero of the entire event correlation process. In a recent webinar, BigPanda’s Adam Blau and Sean McDermott from Windward discussed the key takeaways from the latest Gartner AIOps Platform Market report to reveal the clearest path to showing value for AIOps —and how it can help change the narrative around how IT Ops teams support organizational growth. June 23 Event to Feature Gartner Senior Research Director Padraig Byrne Discussing the Demand for AIOps and Recent Market Guide Findings. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Company . enables its customers to organize and mobilize the world’s DevOps and ITOps data. We transform how IT teams prevent outages and resolve incidents by turning data into insights and action. Calculating MTBF is simple: divide the total operating hours by the number of failures in that period. BigPanda’s AIOps Event Correlation and Automation platform helps Fortune 500 enterprises such as Intel, Cisco, United, Abbott, Marriott and Expedia take a giant step towards Autonomous IT. New Integrations to Unify DevOps and IT Ops Teams and Tools BigPanda’s new native and improved integrations include:. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. 20, 2020 (GLOBE NEWSWIRE) -- BigPanda, Inc. Latest From BigPanda. BigPanda's event correlation and alert reduction is also connected to IHG's ServiceNow ticketing system to start incident response workflows for its incident managed service provider. SAN FRANCISCO, Jan. Unlock AIOps expertise at BigPanda University. BigPanda | 21,511 followers on LinkedIn. Our story. Syapse is a real-world evidence software company working with health systems and life science. Without BigPanda, IT Ops, NOC, and DevOps teams struggle with manual and reactive incident response capabilities that are badly suited for the scale, complexity and velocity of modern IT environments. Careers. The reality is that AI in IT is algorithmic, and is based on alert normalization, enrichment and correlation patterns. Global IPTV provider on Gartner peer insights. Investors. | BigPanda Inc. Unified Analytics. , the leader in AIOps Event Correlation and Automation, today cemented its leadership position in the AIOps market with a new. Investors. , the leader in AIOps Event Correlation and Automation, today announced AHEAD was a winner in its first annual Partner of the Year Awards. SAN FRANCISCO, March 18, 2021 (GLOBE NEWSWIRE) -- BigPanda, Inc. AI/ML-driven alert correlation engine that. As a result, LogMeIn sped up incident identification by 95%. Autodesk turned to Bigpanda to help streamline and improve their ITOps practice, and thanks to BigPanda’s platform they reduced incidents by 69% and mean time to repair by 85%. Latest From BigPanda. Product Releases. , the leader in AIOps Event Correlation and Automation, today announced the 2021 winners of its first annual Partner of the Year Awards. BigPanda’s Event Enrichment Engine also offers a purpose-built, intuitive user interface that helps you create and maintain this enrichment logic, with the unique ability to preview the results of the enrichment logic before going live. In these ways, RCA empowers these teams to maintain an agile environment and improve processes. Root cause analysis These initiatives create complexity for IT Ops teams. BigPanda | 34,653 followers on LinkedIn. enables its customers to organize and mobilize the world’s DevOps and ITOps data. Careers. In addition, enriched events facilitate event correlation and. This is achieved by a powerful out-of-the-box ServiceNow integration that provides bi-directional synchronization between BigPanda. Program Recognizes AHEAD for Relentless Focus on Customer Outcomes and Driving Mutual Success . These correlated alerts can be enriched with contextual data from other tools. 1, 2022 — BigPanda, Inc. Alvin Smith The company still uses AppDynamics dashboards for its IT command center employees to get live views of IT infrastructure as they triage incidents. AI/ML-driven alert correlation engine that detects and triage incidents. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. By applying BigPanda’s event correlation and aggregation capabilities, Tivo reduced its daily event count from 2500 to just 150 actionable alerts, making it. BigPanda provides an AIOps Event Correlation and Automation platform that enables IT Operations teams to automate incident management and keep their digital businesses running smoothly. BigPanda’s Incident 360 Console is the “single pane of glass” for IT operations teams. , provider of the first Event Correlation and Automation platform powered by AIOps, has experienced strong demand for its technology. About BigPanda Trust Us. We transform how IT teams prevent outages and resolve incidents by turning data into insights and action. Read our reviews. Company. We transform how IT teams prevent outages and resolve incidents by turning data into insights and action. BigPanda: a real product “that just works” BigPanda is laser-focused on, and purpose-built for, Event Correlation and Automation. Our Starter Pack is designed for quick time-to-value and streamlines onboarding and consolidates IT Ops into a single, scalable monitoring platform. | BigPanda Inc. SAN FRANCISCO, August 17, 2022 — BigPanda, Inc. IT Ops Tax. Magazine - IT Ops. Support hybrid clouds Learn more Traditional IT Ops simply cannot keep up. Latest From BigPanda. 1082 on the annual Inc. 4) is from the BigPanda Incident 360 UI. , provider of the first Event Correlation and Automation platform powered by AIOps, has experienced strong demand for its technology and expertise as a powerful enabler of remote IT operations for some of the world's largest companies. He's spent 15 years in IT Operations and ~ 20 yrs in Enterprise IT. This shift from an eyes-on-glass approach to an alert-initiated mode is a game-changer for tech. About BigPanda Trust Us. It also supports advanced enrichment use-cases, such as user-defined ordering of enrichment logic,. BigPanda’s AIOps Event Correlation and Automation Platform provides context-rich incidents to IT Ops teams relying on ServiceNow and helps them gain end-to-end real-time visibility into their operations. BigPanda University. Our story. We transform how IT teams prevent outages and resolve incidents by turning data into insights and action. Automation is also essential to the SRE. 20, 2020 (GLOBE NEWSWIRE) -- BigPanda, Inc. Without BigPanda, IT Ops, NOC, and DevOps teams struggle with a tsunami of data and highly-manual, reactive scale, complexity. Event Correlation and Automation for midsize enterprises, powered by AIOps. With Open Box Machine Learning, BigPanda compresses thousands of alerts into just one or two incidents. SAN FRANCISCO, May 4, 2022 — BigPanda, Inc. Events to incidents flow: This Sankey diagram is a visual representation of the events to incident lifecycle, from ingestion into BigPanda all the way to the environments these incidents reside. By carefully determining the usage and value of your current observability stack, your ITOps teams can consolidate redundant tools and those providing little value to reduce your operational costs. | BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. BigPanda University. On May 18, hundreds of people came together for RESOLVE, an event specifically designed around the IT Ops, NOC, DevOps or SRE community. Without BigPanda, IT Ops and DevOps teams struggle with manual and reactive incident response capabilities that are badly suited for the scale, complexity and velocity of modern IT environments. 12, 2022 — BigPanda, Inc. At Waste Management, they look at four main metrics for automation. BigPanda University. AI/ML-driven alert correlation engine that detects and triage incidents. Without BigPanda, IT Ops and DevOps teams struggle with manual and reactive incident response capabilities that are badly suited for the scale, complexity and velocity of modern IT. This year’s event will take place online. AIOps Leader Also Recruiting Industry Experts to Speak at the Annual Event. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Adopting BigPanda’s Event Correlation and Automation platform, powered by AIOps, has helped Expedia in its modernization journey, with quantifiable results: Enabling DevOps. BigPanda’s event enrichment adds additional contextual information to your alerts, including business segment, relevant CI/CD elements, or operational data. Alert correlation is the process of grouping related alerts into one high-level incident. What it does is bring in all your IT operations data and provide. In this first installment, Craig Ferrara, VP of Value and Adoption, shares. Among the report’s findings: more than 90% of. As we all adjust to this new normal, many organizations are faced with the prospect of having. This then enables all the alert filtering and correlation capabilities that BigPanda delivers. BigPanda | 20,913 followers on LinkedIn. BigPanda’s AIOps Event Correlation and Automation platform helps Fortune 500 enterprises such as Intel, Cisco, United, Abbott, Marriott and Expedia take a giant step towards Autonomous IT. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Our teams were able to turn on a dime and make the shift from working in the office to working at home. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. IT operations teams at Fortune 1000 companies trust BigPanda to help them improve service availability,. By aggregating events into high-quality alerts, IT Ops teams are able to see through the noise to focus on events that are actually related to incidents and outages. BigPanda University. by BigPanda | Oct 26, 2022. Explore how ServiceNow's CMDB functions and discover the transformative power of AIOps in modernizing IT service management. 2. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. BigPanda provides event correlation and automation, powered by AIOps, that intelligently correlates events and alerts from LogicMonitor, along with the entire IT ops landscape. BigPanda | 34,192 followers on LinkedIn. This is a measure of how many events are successfully grouped together by the event correlation software, compared to the total number of events that are processed by the software. BigPanda has allowed Expedia to reinvest developer and engineer time saved from reducing MTTR towards feature development. BigPanda University. BigPanda | 27,257 followers on LinkedIn. Company . “Whether it’s correlation or bringing in new integrations, you want to see what it was before and then. Join Us. enables its customers to organize and mobilize the world’s DevOps and ITOps data. Designed for AI/ML-driven event correlation from the beginning, BigPanda helps modern enterprises reduce IT noise by 95%, enabling incident detection in real-time. See how Fortune 500 companies are reducing IT costs. 12, 2022 (GLOBE NEWSWIRE) -- BigPanda, Inc. Event correlation is the process of identifying patterns in data that may indicate a problem or opportunity. This financing round was led by Advent International, through its dedicated technology fund, and New York-based global venture capital and private. About BigPanda Trust Us. Open Box Machine Learning provides unparalleled event correlation and root cause analysis capabilities due to its unique open approach. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. In order to make things work, you need to ‘automate everything’: event correlation, prediction of failure, self-healing and so on. About BigPanda Trust Us. BigPanda | 24,755 followers on LinkedIn. SAN FRANCISCO, August 17, 2022 — BigPanda, Inc. 1, 2022 — BigPanda, Inc. The BigPanda dashboard is a cloud-based application that presents all of your Nagios alerts grouped together into high-level incidents. Enterprise Cloud Platform. BigPanda’s AIOps Event Correlation and Automation platform helps Fortune 500 enterprises such as Intel, Cisco, United, Abbott, Marriott and Expedia take a giant step towards Autonomous IT. Under the hood, BigPanda harnesses AI/ML to suggest a. IT data includes event streaming alerts, changes in topology, logs, all kinds of IoT data, and more. Edits to correlation patterns create incidents by source, tag or timeframe. Event correlation reduces or “compresses” events by as much as 95%. Root cause analysis for continuously delivered applications – BigPanda collects change data from multiple sources including the CI/CD pipeline and ServiceNow Change Management in order to correlate these changes to the incidents they have caused. They support every enterprise IT Ops solution, including integrations related to monitoring, change, topology and collaboration. Watch a demo. IT operations leaders and executives should consider adopting modern SaaS-based tools for monitoring, observability, event correlation and automation, and collaboration. Magazine - IT Ops Pulse. 3 Use enrichment, drive intelligence. Perhaps you and your IT team are struggling with constantly buying. BigPanda Leadership. by BigPanda | Mar 11, 2021. BigPanda Leadership. Both have their own benefits and drawbacks, so it’s important to understand the difference between them before. By using pattern recognition, AIOps dynamically clusters. Suboptimal IT operations lead to many hidden costs, as enterprises tend to support poorly performing services instead of. BigPanda University. BigPanda Appoints Matt Biehler and Nisa Spyker as Directors of Alliances and Channel Sales to Guide Growth through Partners. Customers can use BigPanda “headless,” so the platform can fit seamlessly into the native ITSM environment. The average enterprise deals with at least 15 different monitoring and observability tools that create thousands of alerts a day, often overwhelming and drowning their IT operations. Latest From BigPanda. About BigPanda Trust Us. SAN FRANCISCO, June 10, 2021 (GLOBE NEWSWIRE) -- BigPanda, Inc. Cross-domain Enrichment Improves Accuracy of Event Correlation and Serves as Linchpin for AIOps Automation. Find out. Correlate the alerts your observability tools create into a drastically reduced number of high-level, insight-rich incidents by using Machine Learning and AI. Elik:. today announced the availability of its industry leading IT alert management software in the newly launched ServiceNow Store. IT operations teams at Fortune 1000 companies trust BigPanda to help them improve service availability,. | BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Context-less data. BigPanda assists IT Ops teams in managing challenges during app modernization projects while maintaining DevOps speed. BigPanda | 25,431 followers on LinkedIn. The Starter Pack also helps teams gain visibility into. BigPanda suspected this and wanted to uncover the true numbers behind outage costs so ITOps can have a better understanding of costs, causes and “cures” of an IT outage. Find out why customers select BigPanda to empower IT Ops and prevents outages. Overview. , the leader in Event Correlation and Automation powered by AIOps, today announced its plans for Pandapalooza ‘21, its annual customer festival. by Mohan Kompella | Nov 5, 2019. BigPanda Generative AI is in many ways like an experienced full stack IT expert who can work at lightning speed. The good news is, you’re not alone. 12, 2022 (GLOBE NEWSWIRE) -- BigPanda, Inc. This is a measure of how many events are successfully grouped together by the event correlation software, compared to the total number of events that are processed by the software. Using. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. BigPanda: A Leader in Event Correlation As a recognized leader in IT Ops strategy , Windward seeks partnerships with “Best of Breed” tools to support our clients’ big picture objectives. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. This makes it hard for ITOps teams to. The first is mean time to detection (MTTD), which is the time it takes BigPanda to receive the event. Generative AI works in near real-time to automatically add the correlated alerts’ summary, title, and root cause analysis to ITSM tickets or chat collaboration channels with specific L1/L2/L3 teams – without manual. , the leader in AIOps Event Correlation and Automation, today announced AHEAD was a winner in its first annual Partner of the Year Awards. enables its customers to organize and mobilize the world’s DevOps and ITOps data. Video game developer reduced Mean Time to Resolve (MTTR) on P3-P5 incidents by 79%. IT Ops, NOC, DevOps, and SRE teams must evolve manual and reactive incident response capabilities. BigPanda Leadership. By aggregating, normalizing and enriching data from monitoring, change and topology tools, and subsequently correlating this data using Open Box Machine Learning, event correlation dramatically slashes IT. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. AIOps Event Correlation and Automation provides three key capabilities: Event Correlation for reducing noise and detecting incidents in real-time, before they escalate. This drives remarkably effective event correlation. | BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. The average enterprise deals with at least 15 different monitoring and observability tools that create thousands of alerts a day, often overwhelming and drowning their IT operations. They intelligently gather alerts from fragmented monitoring tools and deliver high-level insights that operations teams can quickly understand and act upon. BigPanda’s platform analyzes the flood of. | BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. There are several event types that are commonly used in event correlation. 27, 2022 — BigPanda, Inc. BigPanda keeps digital services running with AIOps. AI/ML-driven alert correlation engine that. Charged with ensuring every BigPanda customer derives high value and return on investment from the solution, BigPanda’s customer. Established in 2012, BigPanda is an event correlation and automation platform built for domain-agnostic AIOps. Autodesk uses BigPanda’s Event Enrichment Engine to accelerate their IT Ops. | BigPanda Inc. Investors. Yoram: Hello, and welcome to the CTO perspective, where we discuss unique perspectives about the most current issues in IT operations. IT data includes event streaming alerts, changes in topology, logs, all kinds of IoT data, and more. These alerts are now ready for event correlation. AI/ML-driven alert correlation engine that detects and triage incidents. | BigPanda Inc. Events. Magazine - IT Ops Pulse. Magazine - IT Ops Pulse. , provider of the first Event Correlation and Automation platform powered by AIOps, has experienced strong demand for its technology. Events. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Most recently, Mohan led Product. | BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Company . BigPanda was built from the ground up for hybrid cloud, as it was created to provide consistent visibility across legacy, commercial, homegrown, open-source, on-prem, and cloud environments. An example event payload; Sample BigPanda alerts as they would be generated using the configuration settingsBigPanda’s Event Correlation and Automation platform reduces alert volume by more than 95% and automates repetitive operator tasks. BigPanda | 21,998 followers on LinkedIn. A deep-dive into event correlation. More than. “With the right outlook in place, we can understand that the ship might not be sinking, but it does have a hole. BigPanda | 21,442 followers on LinkedIn. Careers. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. | BigPanda Inc. IT environments are increasingly hybrid, complex and constantly changing. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Detect incidents in real time. . Latest From BigPanda. Share your insights. The BigPanda and Ansible® integration presents a holistic solution to the challenges faced by IT organizations in their quest for automation. Enrichment is the unsung hero of the entire event correlation process. 20, 2020 (GLOBE NEWSWIRE) -- BigPanda, Inc. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. enables its customers to organize and mobilize the world’s DevOps and ITOps data. Learn to consolidate critical alerts and reduce noise by up to 90%, and add context for actionable insights. The video shows how BigPanda allows you to normalize tag values across all tools, aiding event enrichment and correlation. New Capability Gives IT Ops Teams Business Context to Inform Incident Triage, Increase Availability of Applications and Services and Dramatically Reduce. BigPanda provides awareness across your hybrid IT environments, spanning legacy, homegrown, on-prem, and cloud infrastructures. Events. Program Recognizes BigPanda Partners Committed to the AIOps Market, With a Relentless Focus on Customer Outcomes and Driving Mutual Success SAN FRANCISCO, March 17, 2022 — BigPanda, Inc. Typically, 50% or more of incidents are non-actionable noise. That means BigPanda features, including those. Our story. Events. Prepare your business for 2023 with BigPanda’s upcoming webinar. BigPanda’s best-in-class Event Enrichment Engine offers cross-domain enrichment capabilities at scale to assure AIOps success. Careers. Values and culture. First try to understand what AIOps is, looking at your three layers: your observability and monitoring, your event correlation and automation, and your collaboration. AI/ML-driven alert correlation engine that detects and triage incidents. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. The hybrid cloud infrastructure powering the digital economy is rapidly growing in scale and complexity, causing an explosion of IT data that is overwhelming IT. Third Annual Awards Recognize ITOps, NOC, DevOps, SRE Professionals Who Set the Standard for IT Incident Management. BigPanda University. Company . Gain comprehensive, real-time insights of event volume delivered by all integrated monitoring and observability tools within BigPanda. Join Us. Solutions. Events. Enterprise Cloud Platform for IT Ops. Events. At the end of the day, AI and machine learning is a design philosophy. Latest From BigPanda. The primary and secondary properties are key fields used for normalization, deduplication and correlation of events in BigPanda. Magazine - IT Ops Pulse. Events. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. BigPanda also lets users – IT Ops, NOC, DevOps and SRE teams – mark a specific change as the ‘matched’ root cause change and learns and improves over time. The screenshot below (Fig. Join Us. This key capability of BigPanda’s AIOps platform moves organizations beyond simple alert noise to turbocharging the effectiveness of event correlation, root cause analysis, and automation. | BigPanda Inc. Company . Latest From BigPanda. Investors. BigPanda, Inc. BigPanda gives Splunk users a holistic view. Teams can then edit this logic to add situational and tribal knowledge to strengthen it on their own. Events. Data Shows Costs Correlate With Business Size, With Outages Costing Large Enterprises More Than $1. Enterprise Cloud Platform. | BigPanda Inc. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. Reduced operating costs: BigPanda keeps remote and distributed IT Ops team members as productive as when they were onsite, and helps them handle high and/or spiky volumes of IT alerts and indents with ease, keeping costs firmly in control. enables its customers to organize and mobilize the world’s DevOps and ITOps data. Latest From BigPanda. Here's a quick overview of the Incident 360 and. BigPanda product capabilities IT Ops Event Correlation: Leverages Open Box Machine Learning to integrate, normalize and enrich alerts from 300+ unique monitoring, observability, change and. The adoption of AIOps ECA is a major milestone for customers on their IT operations maturity journey. Magazine - IT Ops Pulse. This enables IT Ops teams to cope with the growing volume of data and handle a much larger volume of. enriches BigPanda’s Event Correlation and Automation platform, powered by AIOps, with better quality data to automate critical workflows for continuous service assurance. We next investigated how large language models can be used in production at a typical NOC. | BigPanda Inc. The integration of Datadog with BigPanda’s Event Correlation and Automation platform made it easier for us to centralize our IT Ops data and make sense of an incident without a heavy lift from. Every IT Ops team needs to set KPIs, but it can be difficult to know which ones to use, how many to set, and how to derive value from them. BigPanda Announces 14 New Integrations to Provide Unified View of Monitoring, Change and Topology Data SAN FRANCISCO, August 20, 2020 — BigPanda, Inc. Join Us. We transform how IT teams prevent outages and resolve incidents by turning data into insights and action. Events. BigPanda | 32,466 followers on LinkedIn. Events. BigPanda’s Incident Intelligence and Automation platform, powered by AIOps, empowers some of the world's. , provider of the first Autonomous IT Operations platform, today announced the expansion of their partner program to address a growing demand from the market for. In the process, BigPanda eliminates the need for expensive bridge calls with tens of people that last several hours/days because teams can now rapidly resolve incidents and outages. This makes it hard for ITOps teams to consume their data in a consistent manner and even more challenging for them to glean valuable insight from this data. BigPanda is the only Event Correlation and Automation platform built for domain-agnostic AIOps. Magazine - IT Ops Pulse. It shows the 23 correlated alerts and the descriptive metadata that enriched the incident, which includes application impact, dependencies, and CI-level details. The enriched alerts are then sent to BigPanda’s Open Box Machine Learning for correlation and root cause detection. Ready for a self-guided tour of BigPanda’s Event Correlation and Automation platform? Our product team put together a virtual environment to give you an idea of the capabilities we offer and the use cases we solve. Latest From BigPanda. enables its customers to organize and mobilize the world’s DevOps and ITOps data. BigPanda University. Events.