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Operator
Good day, and thank you for standing by, and welcome to the Agora Inc. Second Quarter 2021 Financial Results. (Operator Instructions) Please be advised that today's conference is being recorded.
I'd now like to hand the conference over to your first speaker today, Ms. Fionna Chen. Thank you. Please go ahead.
Fionna Chen - Director of IR
Thank you, operator. Good morning, everyone, and thank you for joining us for Agora Second Quarter 2021 Earnings Conference Call. Our earnings results press release, SEC filings and a replay of today's call can be found on our IR website at investor.agora.io. Joining me today are Tony Zhao, Founder, Chairman and CEO; Jingbo Wang, CFO.
Reconciliations between our GAAP and non-GAAP results can be found in our earnings press release. During this call, we will make forward-looking statements about our future financial performance and other future events and trends. These statements are only predictions that are based on what we believe today, and actual results may differ materially. These forward-looking statements are subject to risks, uncertainties, assumptions and other factors that could affect our financial results and performance of our business and -- which we discuss in detail in our filings with the SEC, including today's earnings press release and the risk factors and other information contained in the final prospectus relating to our initial public offering. Agora remains (sic) [assumes] no obligation to update any forward-looking statements we may make on today's call.
With that, let me turn it over to Tony.
Bin Zhao - Founder, CEO & Chairman
Thanks, Fionna, and welcome, everyone, to our earnings call. Time flies. Agora has been a public company for 1 year now. Before walking through our Q2 performance and highlights, please let me spend a few moments looking back on Agora's accomplishments over the last year. We have reached the milestone of powering 50 billion minutes of video and audio engagements each month, and we have expanded our product portfolio to include interactive whiteboard, instant messaging, flexible classroom and many others. More importantly, together with developers on our platform, we are changing the way people work, study and how they play and lead their lives.
Let's start with work. According to a study from Gartner, 82% of the business leaders plan to let employees continue to work remotely, at least some of the time, while 47% plan to allow employees to do so permanently. This means modern enterprise must embrace technologies that enable employees to stay productive from anywhere, anytime. In the past year, virtual office, collaboration tools and virtual events are among the most rapidly growing use cases on our platform.
How we play has also evolved. We're seeing a strong convergence of video games and live streaming, where the virtual world and real world are combined to create even more immersive experiences. Movies and TV shows are no longer restricted to the living room. You're just as likely to watch a program with your friends across the country as with your family in the living room.
Developers are using Agora from the most (inaudible) applications to the most highly regulated and mission-critical use cases. Today, our technology is used by doctors and the licensed therapeutists to provide patients instant access to professional health care services. With Agora's HIPAA compliant and low-latency network, patients and doctors can talk about any sensitive topics anywhere, anytime. We are extremely proud that our customers continue to put their trust and confidence in Agora.
Now let's shift to our Q2 performance. I'm pleased to report that our revenue for the second quarter were $42 million, up 25% year-over-year. At the end of June, we had more than 330,000 registered apps on our platform. Our number of active customers reached 2,400, adding 65 year-over-year -- 65% year-over-year.
Let's take a moment now to discuss the recent regulations in China that will impact K12 academic tutoring service. This new policy requires such services in China to be nonprofit and not to be provided on weekends or public holidays, among other things. We anticipate the new regulation will have a negative impact on our revenue from the China K12 tutoring sector in the near term. It does not, however, change our long-term vision or business fundamentals. K12 academic tutoring is just one of the many use cases of our technology. In fact, online education is here to stay and will grow in the long term. Our commitment to the global education industry remains unchanged. Agora is dedicated to continue to provide technology that enables online learning and make quality education more accessible.
To manage the short-term implication, we will be making some adjustments. In China, we will shift our resource previously focused on K12 academic tutoring towards the public school education system and nontraditional academics such as music, art, computer programming and adult education. We will also continue to strengthen our go-to-market efforts in the U.S., European and Asia Pacific, where we are seeing tremendous growth momentum and more diversity in demand.
Next, I want to highlight our advancements in -- on product technology and use cases in Q2. In this quarter, we launched Agora App Builder, which allows developers to create their own video chat and streaming apps with customizable functionalities and UI without any coding required. Since the launch, we have seen very strong adoption from both developers and the creators with no technical background. Their positive feedback motivates us to make continued efforts in the low-code and no-code direction to make it even easier for creators to connect with audience, engage with customers and drive more business outcomes.
On the technology front, we recently announced Agora Silver, our proprietary audio codec using artificial intelligence to optimize quality of experience under poor network conditions. Compared with traditional audio codecs, Agora Silver achieved superior quality at extremely low feed rates. Even compared with leading AI-based audio codecs, such as Google Lyra, Agora Silver enjoys lower computational complexity and a more robust noise suppression. With Agora Silver, we will be able to offer developers and end users an immersive experience under challenging network conditions. It is the perfect example of our commitment to cutting-edge innovation at Agora.
We also made solid progress on enabling innovative new use cases using our technology. With patent -- we partnered with Migu, a leading music and digital content platform, to develop a one-stop solution for online karaoke. The solution includes both the technology enabling people to sing songs together remotely and usage-based copyright solution for the soundtrack. We believe social singing will become a key feature in many social apps, just like live streaming did in the past few years.
In gaming, we teamed up with HP to power real-time engagement for HP OMEN gaming PCs. Our voice, video, messaging and interactive live streaming capabilities are pre-installed on all OMEN PCs, which allow gamers to engage during game play and turns game into watch parties, enabling players and viewers to share their excitement.
We also work with a leading e-commerce platform in Southeast Asia to introduce interactive shopping to their vast user base. In the app, the merchandise is demonstrated by a host through live streaming. The audience can place orders and interact with the host through real-time video or voice chat. Sales conversions have increased significantly as a result of the interactive experience.
Now I want to talk about our developer community. Just about this time last year, we announced our new global start-up program designed to support our early-stage start-ups, no matter where they are and who they are. Now we have over 200 start-ups from 6 continents and 24 countries participating in our program. And we have seen so many innovative ideas that will profoundly change our lifestyle. As our developer base continue to grow rapidly globally, we have been working on our own internal diversity and inclusion programs. I'm proud to see that our employees now support 24 different languages.
I also want to take this opportunity to invite you to join me at RTE2021, the annual real-time engagement industry event, hosted by Agora, will be showcased -- we will showcase exciting announcements, feature many amazing industry leaders and unique RTE innovations that are changing our lifestyles all over the world. The U.S. time zone live event will be on September 1 and 2, and the China time zone event will be on October 22 and 23, followed by October 24 known as programmer festival. I look forward to seeing you there.
Lastly, I would like to thank our developers, customers and partners for their trust in us. I also want to say thank you to all Agorans for their hard work and dedication to our customers' success. We will continue to invest in enabling meaningful human connections and creating more real-time engagement possibilities.
Now let me turn things over to Jingbo, who will review our financial results.
Jingbo Wang - CFO
Thank you, Tony. Hello, everyone. Let me start by first reviewing financial results for Q2, and then I will discuss our outlook for the full year.
Total revenues grew 25% year-over-year and 5% quarter-over-quarter to $42.3 million in the second quarter of 2021. Number of active customers reached more than 2,400, excluding those for Easemob, up 65% year-over-year. The growth in revenue and active customers was mainly driven by continued adoption of our technology by developers and merchants and growth of new use cases. We reached more than 330,000 registered apps at the end of June, excluding those for Easemob, adding over 10,000 per month in the quarter. Additionally, Easemob contributed over $3 million to our top line.
As we continue -- as we mentioned in previous earnings calls, in order to help investors better understand organic growth, excluding impact from one-off events such as the complete lockdown in China in the first half of 2020 due to COVID-19, we calculated adjusted total revenues for this period. When comparing to adjusted total revenues in Q2 last year, our total revenues grew 57% year-over-year in this quarter.
Our trailing 12-month constant currency dollar-based net expansion rate is 110% excluding Easemob. If we use adjusted total revenues, the adjusted expansion rate would be 140%.
Moving on to cost and expenses. For my following comments, I will focus on non-GAAP results, which exclude share-based compensation expense, acquisition-related expenses, amortization expense of acquired intangible assets and income tax related to acquired intangible assets. Non-GAAP gross margin for the second quarter was 61.5%, which was 5.3% lower than Q2 last year and 3.1% higher than Q1 this year. The quarter-over-quarter increase was mainly driven by technical [implementations] and advancement we have been implementing since the beginning of this year. The year-over-year decrease was mainly due to the continuous growth in new international markets that we are expanding into, where infrastructure costs are higher.
Non-GAAP R&D expenses were $20.8 million in Q2, up 113% year-over-year as we continue to hire talented employees and strengthen our R&D team as well as the consolidation of Easemob's R&D team. Non-GAAP R&D expenses were 49.2% of total revenues in the quarter compared to 28.8% in Q2 last year. Again, our strategy is to focus on long-term growth opportunities and innovation instead of maximizing short-term profitability. We have been investing significant resources in our R&D capabilities in order to further strengthen our technology leadership, provide a more diverse product portfolio and empower emerging use cases around the world.
Non-GAAP sales and marketing expenses were $9.3 million in Q2, up 72% year-over-year, mainly attributable to team expansion and increased advertising and event expenses. Sales and marketing expenses represented 22% of total revenues in the quarter compared to 16% in Q2 last year.
Non-GAAP G&A expenses were $5.6 million in Q2, up 140% year-over-year, mainly due to team expansion and professional service fees. G&A expense represented 13.3% of total revenues in the quarter compared to 6.9% in Q2 last year. Non-GAAP operating loss was $9.4 million, translating to a 22.3% non-GAAP operating loss margin for the quarter compared to operating loss margin of 13.9% in Q1 this year and an operating income margin of 17.4% in Q2 last year.
Turning to cash flow. Operating cash flow was negative $8.3 million in Q2 compared to positive $7.5 million last year. Free cash flow was negative $11.5 million compared to positive $3.6 million last year.
Moving on to balance sheet. We ended Q2 with $827 million in cash, cash equivalents and short-term investments compared to $877 million at the end of Q1. The net cash outflow in the quarter was mainly due to negative operating cash flow, capital expenditure and consideration paid for Easemob acquisition and long-term investments.
Now turning to guidance. COVID-19 is still an unprecedented variable to our business model where historical experience may not apply. Our guidance on full year revenues reflect various assumptions that are subject to change based on the uncertainties related to the impact of the COVID-19 pandemic. In addition, as Tony mentioned earlier, we expect that the new regulation on K12 academic tutoring sector will have a negative impact on our revenue in the near term. With that, for the full year 2021, we have adjusted our previous guidance and now expect total revenues for the full year to be in the range of $159 million to $161 million.
In closing, we are proud of the strong performance in Q2 and continue to be confident about the long-term prospects of our business. We'll continue to implement our technical optimization and to further reduce infrastructure costs, invest in innovation and R&D capabilities, and support our developers and customers around the world. Thank you to the entire Agora team and everyone attending the call today and hope you're healthy and safe.
Operator, let's open it up for questions.
Operator
(Operator Instructions) Our first telephone question is from the line of Yang Liu from Morgan Stanley.
Yang Liu - Research Associate
Two questions from my side. The first one is about the overseas revenue. Can management share what is the contribution in the second quarter from the overseas market and what is the growth driver in the overseas market, especially which are the key regions that contribute growth and what is the key use cases that drive the volume growth? That's the first question.
And the second one is on the gross margin. We see a pretty good Q-on-Q gross margin turnaround. I guess Jingbo mentioned several times that the optimization on the infrastructure side contributed to that. Could you please share about the future outlook? And is this trend sustainable going into the second half, especially given part of the K12-related revenue will be gone due to the regulation issue? Is this -- infrastructure level optimization can continue to help on the margin?
Jingbo Wang - CFO
Sure. So I'll take the first part of the first question. So revenue from U.S. and rest of the world market in the quarter contributed about 27% of the total revenues that's similar to the ratio in Q1. However, I want to highlight that in this quarter, we fully consolidated the results from Easemob and -- where the revenue is 100% in China. So if we exclude Easemob, the actual ratio of revenue from the U.S. and rest of the world actually continued to increase. And Tony can talk about the revenue drivers.
Bin Zhao - Founder, CEO & Chairman
Right. So we are actually, as always, very excited about the opportunity from U.S. and the rest of the world market. I think 2 days ago, dating was -- 2 years ago, dating was by then our largest use case by revenue in U.S. and rest of the world market. Today, we have many more use cases, many of which emerged in the past 12 -- past 18 months, and we have a much more balanced revenue mix now.
Our fast-growing use cases can be roughly grouped under 3 things. The first one is what we call future of work. Obviously, the pandemic has permanently changed how people work, collaborate and study. We now have several large virtual event customers that host all kinds of events, from quiz shows to celebrity (inaudible) through our platform. And I'm more happy to see that they enjoy the benefit of our QOE advantage brought by our services.
Recently, there's also a leading collaborative design platform, brought our voice chat feature to its users so that they can have a live discussion while working on design projects. We are working with also some virtual office platforms such as Loop and VirBELA to define how distributed teams will work together in the future. We recently also powered a global education giant, [not those] originate from China market, to teach foreign languages to adults and children around the world. And the list goes on and on. I think that the future of work is definitely not just a one-size-fits-all video conferencing. With Agora, we can have video voice and all the workflow tools deeply integrated, creating a more immersive and effective remote working experience.
And the second thing is future of media. In the past decade, we have all witnessed the transformation from TV and radio station to Netflix and podcast. I think the next phase of evolvement of media is real-time interactivity. Audio live cast, for example, has created a brand new and more engaging experience compared with traditional podcast. We now have several large customers who are working with us to either launch a stand-alone live cast app or introduce live cast to their existing apps.
Another important direction is interactive TV. Currently, we are designing with several interactive TV provider to bring audience interactivity to game shows similar to Who Wants to be a Millionaire. Here, the audience can answer questions in real time on their mobile phone and even have the chance of jumping on stage to participate in the show itself. We're also working with sports betting companies to offer real-time betting alongside video live streaming of the match. Here, the key to make sure the video latency is both very low and uniform across all users so that they all have a fair chance to -- at winning the bets.
And the third thing is future of tech. We see a clear trend of convergence of games and live streaming. More and more games are adding live-streaming functions so that players can interact and share their game experience with others. On the other hand, live streaming platform are adding gaming features to live streaming sessions to boost interactivity between the host and audience. In fact, I think the convergence of game and live streaming is an important step towards creating a new metaverse. Our technology is perfectly positioned to help developers make this happen. In short, I think you can see our future growth through those 3 lens. There's a question about gross margin, right?
Jingbo Wang - CFO
So in terms of the gross margin, yes, so the sequential improvement in GP margin was mainly reflective our efforts in optimizing the technical architecture and also bandwidth utilization rates. And this is a continuous effort. So we do believe we will be able to make additional savings in the future gradually. However, there are several factors at play. You mentioned the education policy change. It's true that the change will likely reduce traffic coming from the sector, especially during weekends and summer and winter vacations. Typically, this type of reduction in traffic from one sector would cause pressure on the GP margin, but it will reduce bandwidth utilization rate. But in this case, it's actually a little more complex. If the education traffic is more concentrated during weekdays and other traffic, like social gaming, is more concentrated on weekends, actually, the utilization rate might potentially even improve. So if we take all these factors into consideration, we actually expect that we are working to ensure that we can have a relatively stable GP margin in the next few quarters.
Operator
(Operator Instructions) Our next telephone question is from Emerson Chan from BofA Securities.
Yue Hang Chan - Junior Analyst
I have 3 questions. Firstly, for our new guidance. What revenue assumptions do you have [feeling] on both academic and nonacademic in total in the second half? And how much revenue impact on education do you have already seen in the second quarter?
And secondly, I just want to get some color on the growth rate for noneducation vertical in China in the second quarter. And what were the key growth drivers behind? As we may see tight regulation on media content, do we think our noneducation sector in China will slow down in the future?
And my last question is regarding our active customers. Where we see net adds slow down Q-on-Q in the second quarter? So just wonder what are the key reasons behind whether it was due to the education regulation, noneducation vertical or anything else?
Jingbo Wang - CFO
Sure. I guess the first 2 questions are kind of related. So maybe I will start by sharing more information on the education situation. So in Q2, K12 academic tutoring contributed about 25% of total revenues. The actual revenue we saw in Q2 was already below our initial estimate before the policy since the education companies already started to cut their advertising spending and their school expansion and student sign-ups. So there was already some impact in Q2. However, we expect to see further impact in Q3 because some local governments have already started to enforce the new policy in August. And we expect the most impact will be seen in Q4. That's the time, I guess, most local governments will really enforce all the policies. And by the end of Q4, I guess, we will see kind of new norm and what people might see as a new base -- new [clean] base.
But at this point, it's really hard to estimate what that new base will be, given uncertainties around the interpretation and enforcement of the policy. So when we give the guidance, we try to make a balanced estimate. Obviously, there are a lot of uncertainties involved.
Ex K12 education in China, we do not expect a slowdown. Actually, we see quite a few exciting opportunities. For example, Tony mentioned social singing, karaoke. We actually are working with several customers adding this feature into their apps, and we do believe this live streaming (inaudible) is going to be both an opportunity for stand-alone apps and also opportunity to become currently by default a standard feature in many, many social apps.
So in China, I think the broader scene is the penetration of mobile Internet is already very high. There's not much room for user growth. However, the penetration of real-time engagement within apps still has a lot of room to grow. For example, a user might spend 60 minutes on mobile per day, but most of the minutes are used for one-way content consumption and only 1 or 2 minutes are used for user interaction through video or voice. So here, this penetration is really driven by new ways of interaction. Social singing is one-way. And there are other possibilities, like, convergence of game and live streaming. So we do think -- we do not expect any slowdown for the other sectors.
On the active customers, actually, we think the growth in this quarter is still pretty healthy, as we added about 120 active customers quarter-on-quarter. And because we define customers based on LTM, last 12 months, you might see a sharper growth rate several quarters back earlier and that's because that's -- during the peak of the pandemic, obviously, there were more emergency use cases, emergency sign-ups. And I actually do think the recent growth in active customers is still pretty healthy.
Operator
Our next telephone question comes from the line of Vincent Yu from Needham & Company.
Shenghao Yu - Senior Analyst
I have 2 questions also, like, quite about regulation. The first one is in terms of live streaming, we do see there's discussions like potential more regulations on live-streaming side. And what's our view towards that? And what's the worst scenario we think it could be?
The second question is actually also about education. But in the policy, it says, the government is encouraging public school to provide platform or free classes online to interact with the students. So do we think we can take some market share on that front?
Bin Zhao - Founder, CEO & Chairman
Okay. So on live streaming side, we are actually not aware of new regulations coming out on live streaming. But in fact, the regulatory environment in China has been very strict for social and live streaming apps for quite some time from, I think, a few years ago, which is actually a good thing as it makes the whole industry healthier. Now if you are actually talking about some activities or voice on gaming, there might be some regulation on gaming for primary school students, some public discussions. But we don't expect this to have a significant impact on our revenue. We don't have a bigger base on that. And another question around -- you have a second part of the question?
Shenghao Yu - Senior Analyst
Yes. The second question is about like on the regulation part, you mentioned encourage the local schools or the public schools to provide online classes to students free. But I think that -- could we gain some government's contracts on that part or we don't see it yet?
Bin Zhao - Founder, CEO & Chairman
Yes, that's the direction to go, actually, not just us, but a lot of education institutions or companies are also looking at those directions, as I think we mentioned briefly, including public education, adult education and some nonacademic tutoring services like music and art and even on oversea -- going overseas market for some Chinese education companies, all the directions they're trying to go. And I might want to mention that it's, as said, nonprofit education, not necessarily free education. There's many such practices in the industry in the past already. We will definitely participate in those trends, and we are working actively with several partners, many partners on such experiments as well.
Operator
And our next telephone question is from Bing Duan from Nomura.
Bing Duan - China Telecom & Technology Research Analyst
I also have 2 questions. So first, about the net dollar retention rate. So this quarter, it has been moderated to around 110%. So could you elaborate on -- more on the reasons behind that? And how do you see the trend in the next few quarters?
The second question is about our -- you talked about our -- some new emerging use cases. For example, the e-shopping live streaming use cases cooperated with e-commerce company in Southeast Asia. So I just wonder how do you see the trend, the -- how do you see the trend of the volume and the revenue growth in the future in this client or in a broader sense for the e-commerce sector in overseas market?
Jingbo Wang - CFO
Sure. So in terms of the expansion rate, so we define expansion rate based on the LTM. So it's -- so we look at the active customers in the previous LTM, so 24 months ago to [13] months ago. We focus on the same cohort of customers, see comparative revenue from that period with the revenue in the most recent 12 months. And if you think about this -- calculation for this quarter, the most recent 12 months would be July last year to June this year, and the previous 12 months will be July '19 to June '20. And so the 24- to [13-month] period would include a peak of the pandemic in China during total lockdown where the revenue base was abnormally high, including a lot of the one-off revenue contribution.
And the most recent 12 months is actually more normal working base. And that's why a direct comparison would lead to a low expansion rate. And we actually don't think that expansion rate is very meaningful, and that's why we also provided the adjusted expansion rate, where we remove the one-off revenue from the previous 24- to 13-month period. And if we remove that, the expansion rate would be 140%, which is more meaningful. And we do expect if we go into next quarter, if we follow the same practice, the unadjusted expansion rate will remain at a lower level and the adjusted expansion rate will be more meaningful.
And on the second question on e-commerce. Actually, what we talked about is kind of interactive e-commerce -- live-streaming e-commerce is already quite prevalent in China. The trend really started about 1 year ago -- 1 year and 1.5 years ago. Outside China, it's less prevalent, but we do think it's definitely going to be the direction -- the future direction. And we are working with several customers. But as many things, it takes time for the user behavior -- user habit to change and evolve. So that will take time.
And also the other opportunity there is right now with several customers, the user technology for interactive part, the audience want to jump on stage and interact with the host, but they still use traditional CDN technology for the live-streaming part to the whole live-streaming broadcast to hundreds of users. That part is still through CDN. But now what we are trying to do is, we want to persuade customers to use the -- to use our technology for the entire experience, so for interactive part and also the audience part. And we have seen some early success there. If that can become the new standard, their revenue potential is much more significant because, obviously, we are more audience than host than the participating audience. That's kind of the opportunity we are seeing in the future.
Operator
(Operator Instructions) Our next telephone question is from John Wang from Macquarie.
John Wang - Analyst
So firstly, we have seen Chinese government is becoming more and more stringent on data securities. And what would we expect as the worst scenarios? And do we have any contingency plans for that? And secondly, also on webinar. Can you give us more colors on the webinar in the next couple of quarters? And any colors on differences between the China and non-China clients and on different vertical clients?
Bin Zhao - Founder, CEO & Chairman
Okay. About the regulation from China government, I think a lot of the policy or regulation seems to be, like, rolling out all of a sudden. But some -- if you look into the directions, have certain -- trace back to their long-term discussions around how they're going to manage those areas of services. And it's not just about education, it could be also like housing and medical services. But I think a lot of those is still at the direction of trying to create a healthier economic environment overall. And it's not really against any new technology kind of being leveraged to create a more accessible or better services in all industries, where we are actually in that direction, for example, on the education side.
On one side the commercial academic tutoring service is right now being heavily regulated, but before that, you can see even on government policy side, they are promoting the so-called [street] class initiative where it is trying to leverage online education technologies or tools to make sure the good teacher or good kind of elite teachers contents can be shared across the country. So we think, overall, the regulation would not heavily just reduce or limit our future growth, but near term it will impact which customer or which kind of use case would be more healthier for our growth.
Jingbo Wang - CFO
And on data security, actually, we don't think that will have a significant impact on us. Actually, we have been very, very careful when it comes to user data. We have always had a policy what we call minimal data collection. So we intentionally do not try to collect any more data than absolutely necessary. When we work with a customer, we work with app, when the app asks us to connect to its users. Active users are anonymous. We don't know who they are. We always see their IP address, which is required for us to make the connection and nothing else. So we don't collect data. And we actually -- we have spent a lot of time and resources working with consultants to enhance our overall data security and privacy practice. In fact, we are fully GDPR-compliant. We have many other certifications, if you look at our website, which is necessary for us to operate in Europe and U.S.
So if we -- you compare us with many companies in China, we are probably the most advanced in terms of data security and data protection. So actually, if anything, I think that's going to be a good thing to us as we are already very advanced and compliant.
So on DBNER, as I mentioned, actually, we think if we do not adjust the one-off revenue spike in Q1 and Q2 last year, in the next few quarters, you will continue to see a relatively low level of DBNER and that's really caused by that spike. But if you just remove that one-off revenue contribution, you will see more meaningful numbers. And we have always guided something around 130% as kind of the normal DBNER for this business. And in terms of China versus U.S., rest of the world and verticals, obviously, in the past 18 months, the U.S. and rest of the world business has been particularly strong. So the numbers there would look stronger.
Operator
(Operator Instructions) There's no further questions at this time. I would like to hand the call back to the speakers for closing remarks. Please go ahead.
Fionna Chen - Director of IR
Thank you, operator, and thank you, everyone, for attending this meeting today. Again, our presentation -- the copy of the presentation and also our -- the remarks of this call will be uploaded on our IR website. So please feel free if you need that and feel free to contact us if you have any further questions. Thank you all.
Jingbo Wang - CFO
Thank you.
Bin Zhao - Founder, CEO & Chairman
Thank you.
Operator
Thank you all. You may all disconnect. Have a great day. Goodbye.