michelcarroll/llama2-earnings-stock-prediction-fine-tune huggingface dataset:
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Yes. I think, you have to think about qualifications two different ways. Qualification but just by adding a new tool into the factory, but you're making the same product that you're already qualified to make for the customer, that is a very simple, very quick process. So that does not take two to three quarters, that takes within a quarter, within a few weeks. The qualifications that take a while are family components to the customer that hasn't used those components in the past and that's where you have to run a lot of lab tests and things like that, that we've started -- while we started -- we actually started that before the acquisition, because we were working with Ham-Let as a key supplier that we wanted to grow, so that started well over a year ago and that's going very well. At this point, if we can bring the capacity -- as fast as we can bring capacity out, we can sell the product. It's a race to expand.

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Kurt, I'll weigh in on the production side of things. You've already indicated a couple that are important. In no particular order, it's hard to make the type of EWP we make unless you have the appropriate type of veneer, we call it stress rated veneer. So, producing more of that is critical to not only us, but other people that operate in this sector. We're focused on trying to do more of that and there is only a limited amount of our own internal veneer that can go into EWP, but we are working on trying to find ways and means to shift more of what we would normally call, plywood type veneer, into EWP but there is a limit to that. We are working on deep bottling at some machine centers that we have in some locations and that's sort of a long-term goal obviously. You touched on the labor issue, well that was more of an issue going back 6 months or so more or in the middle of the pandemic, if you want to call it that. We are still facing some labor shortages depending on the geography. If we could be fully staffed at all locations on all days that would certainly help, but at the end of the day, even if that was the case, raw material inputs certainly going to continue to be a big focus for us as we move forward, both internally and whether we can source more from the outside.

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Hey, good morning or afternoon, everyone. Hope you're doing well. So I'd like to come back to EMEA actually. Two questions.
So the first one is, despite entering new countries as you mentioned last quarter, you lowered by about $31 million, if I'm correct. I mean, our revenue in the fourth quarter. That's about, I mean, 30% lower than -- that's significant. So if you were to bucket the gap, what would be coming from the shelf set reset, packaging supply and potentially the quality issue you mentioned? So if you were to bucket that.
And then in the shelf space reset, I mean, what are you losing? Is it you are not getting as many SKUs expansion as you expected or do you get more out of stock as your velocity you mentioned, I mean, is growing? So I'd like to understand what is the consequence of not as having as much natural space as you expected?

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Hi good morning, Congratulations to Colin. Some of your peers have seen demand impacted by COVID lockdowns, maybe in some regions that you don't participate in as much like Southeast Asia. But I'm just wondering, it sounds like there's some restrictions in Russia, which is a big market for you, and maybe kind of a worsening of cases in Europe. I'm just wondering if you're seeing any impact from that or if there's sort of a holistic way to think about that risk. Or do you think your customers in the channel have maybe gotten better in terms of managing those kinds of restrictions, but still delivering product? Just kind of any thoughts there.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Hi. Yes, good morning.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Great.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Not really sure, I understand other than the backlog comments that I just made. It's hard for us to really gauge how much the top line would have been different if we had a perfect supply environment where we got everything in the door and we're able to ship it. I think we're that good at fine-tuning the math at this point. Safe to say, though, that results would have been a lot different and better have we been able to get everything that we needed and get them out at the time that we need them to.

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
It never comes up. Rob, let me go first, man.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
I mean Fastly is not the only one that has had outages in the last -- of the last few months. Others have as well. And I think what that speaks to is that that's something everyone has to look at in terms of their resiliency planning. I think when you look at the resiliency planning that our customers want, they want to take advantage of the benefits, the unique benefits that the platform brings.
And so when we're exploring resiliency with our customers, it's actually about exploring different ways to have resiliency on the Fastly platform. And there are a number of really innovative ideas and ways that we can do that. So imagine you could have your own copies of things in case we went down, and other ideas like that are being talked about a lot, so that we aren't -- you have the benefit of the technology, but you have multiple capabilities upon which to deliver and scale it. So I would say that's the thrust of the conversations that we're having.
And because everyone has seen that all vendors are not immune to this, it sort of sparks a different conversation, which is if this risk lies everywhere, why would you go to the lowest common denominator where you actually don't bring the performance and the security that you want, are there other ways to achieve this. I think we're going to see some real novel and interesting ways. We already see this in our customers. As you know, we have a managed or private offering.
Some of our customers use the managed or private offering in order to be redundant. So we're redundant with ourselves. And I think we're going to see a lot more of that.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Thank you very much for the question. Yeah. Karsten, could you speak to this?

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Definitely seeing opportunities from two areas. Doug mentioned that 90% of the time we compete, we compete with smaller brokers. And the smaller brokers have the problem of just simply not having the capabilities that clients are starting to ask for. And these could be simple questions, like, how do I know? How do I know you just gave me the best deal? When I was out selling 30 years ago on a daily basis, that would be answered by saying, I went to three carriers, this is the best price. That does not float today. They want to know what you're doing with clients, what carriers are doing at, where the ranges are, what their loss ratio looks like compared to others. They want detail. They want data. Smaller people can't do that.
So what you've got is, folks that are losing accounts to the likes of ourselves, and we're out telling them, why wouldn't you come to a place that's happy to pay you, for what you hunt and kill, and at the same time, you have all the support and the capabilities in the world. We can write any account of any size, no matter where it's located in the world, and that's very attractive. And then of course, there's always opportunities for larger competitors. We clearly believe we offer a cultural difference.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Yes, I mean, the feedback has been really positive on the profile. They see it as very differentiated. As I mentioned before, the lack of a black box warning is seen as -- is differentiating versus the other PI3Ks out there. And I think it just takes time for when they see a patient and when a patient presents himself, and these patients don't show up on an individual physicians basis that often throughout the year. So when we're able to get good frequency of interaction, patient shows up, that's when we're getting use. But the feedback on the product has been very, very positive.
And then as far as the breakdown in the $1 billion, as I mentioned, we expect a small contribution from MS given that we are expecting a late in the year approval there. We expect to get some contribution from U2 given that we would have three quarters of use of approval and our ability to promote U2 and CLL starting in the second quarter is our expectation. And then the continued launch of marginal zone and follicular will continue to form the base of the revenue projections.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Yes. So as you will have read, there are several major force majeures in the mining space this year, and those are well publicized that are impacting ore availability as we close out the year. Our expectation, based on all of our current intelligence is that, that is being resolved, but probably won't be fully resolved until the end of the first half of next year. So this is something that we're watching closely, but it will impact our volumes, as we indicated in Q4 and at the beginning of next year.

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
And would just clarify, when you say costs, you're talking mainly about...

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Because it's virtual, we can -- you can't point to someone in the room and tell them to answer the question. So apologize for that. Also, the Paramount news is we know as much about it as you do. So we're -- we need to -- we have a lot of questions, and we'll learn -- and obviously, we'll learn more as time goes on, but we don't know enough about it. We are -- in terms of streaming, we're in the big streaming packages, obviously. In terms of local news, it's just people can get local news on any device currently. It's obviously part of VUit as well as our local websites and our station apps. So we're there, whether we need our local news and other packages, and there's obviously no end to it. There's no shortage of streaming packages and streaming platforms at this point.
It's a -- we're looking at some of them, and some will be a part of, and some, we won't. Some will be good to be a part of, and some we'll wish we were part of, and some we don't really need to be a part of. So it's a mixed bag. It's just -- we keep -- every day, I think if there's another streaming package, the whole world is obviously getting a lot more complicated. And we need to be in some of them, and we don't need to be in others. But where -- what exactly Paramount Plus means to us is that the news came out after the market closed last night, and we yet to have a conversation with the network, and I know all of its broadcasters are looking for more information from CBS on that.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Well, we're certainly evaluating all of the various tax proposals, and there's -- as you very well know, there is -- no decision has been made and we're looking at all of those as it impacts our business as both here, and the US as well as international. And other than planning for and looking closely at what the proposals are, and of course, we have our own efforts on Capitol Hill to lobby on behalf of Principal, and our shareholders, and our customers, and as part of the trades, to get responsible tax policy that does not hamper our ability to help our customers reach financial security. So, any thoughts that we have would be pure speculation at this point. Deanna, anything you want to add to that?

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
That's right, Brian. So yes, so we -- I'm only adjusting for the impact of sequestration, kind of sticking to our plan around waiting to get to Q2 to reassess guidance. So we're sticking with that and I would say from the buyback, you're not seeing anything from an EPS impact perspective. I think a full year impact of that is somewhere around $0.02. So it's minimal.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
First, we're very happy with the first quarter's results. But looking forward, mainly due to the fact that gross margin is going to be lower, we don't think that this is sustainable to this year. And we do expect both revenue and EBITDA to grow this year and -- but revenue will grow faster than EBITDA and the profitability on the EBITDA will be lower due to the lower gross margin.

    Prediction (one of UP, DOWN, SAME): UP
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
I don't think so. Just because, frankly, the group that's been mostly getting it has been the older segment; a lot of the people in the nursing homes and senior living facilities and that --it's -- now the healthcare workers, for sure. But look at -- but I think there has been a -- and understandably, there's been a lot of messaging, hey, look at, don't go nuts once you get vaccinated, just because there's still a lot of virus in the market -- in the world. So I think you're seeing the same messaging we're all seeing, which is, yeah, like they're trying to sort of walk their way around it, what can you do. And I saw them talking about, well, now you can get together with friends who are all vaccinated and have dinner without masks on in your house. So there -- I think as that broadens, and I think we all know it's coming sooner than we all -- than everybody anticipated in a way that -- when they're talking about how much of their vaccine there is going to be. The bigger challenge, frankly, is going to be getting people to get vaccinated and the importance of that message. But I know people are focused on that as well. And -- but the short answer is, I don't think so, not yet.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Yes, the light commercial absolutely follows residential, and we feel very good about that business. But I will say we had some incredibly difficult comps from some very, very large projects in multiple geographies throughout the country. And that's why you're seeing that number.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Well, in simple terms, China is growing well as a high-tech country and so there are many customers that are all doing more and more chips, that are doing more sophisticated chips and that rely on our tools to get there and so we see this essentially as a growing economy that will continue to do well for a number of years.

    Prediction (one of UP, DOWN, SAME): DOWN
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Yes, Sean. Thanks for the question. I appreciate that. You are correct, the way we do bookings as well. If we win a business, we won't count that as a booking until actual contracts are signed. So we do have a number of large wins in flight and that we expect to close by the end of third quarter and that's driving that in-year sales revenue that I referenced.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Well, we have -- as we've said, we have logistics issues we're dealing with for the merchandise that we've already sold for fall '21. And we have inventory available, and we believe that we'll -- we're obviously in a much lower inventory position than we were exiting the quarter last year. So to the extent, we can fulfill orders, we'll be there and provide that merchandise.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
Good evening, management. Thank you very much for taking my questions. And so just a follow-up on the previous comment. You mentioned that you are investing in content development, especially on the Xueersi online school side, to do more tailor-made content.
It sounds like, you know, it is moving closer toward the product or content of Peiyou side of business. Is there any opportunity to build more synergy between the two business lines, maybe in terms of content and even in terms of tuck-in acquisitions? And my second question is that I recall you previously mentioned you still want to keep the level of investment and protect the No. 1 position of Xueersi online school. But I think you sounded more balanced on the comment on sales and marketing.
So I just want to double check whether, you know, we still intend to invest enough to keep our No. 1 position? Thank you.

    Prediction (one of UP, DOWN, SAME): SAME
You are a financial analyst, determining what effect an earnings call will have on the company's stock price, based on a summary of one. Be as critical and skeptical as possible, and remember that the market may disproportionally react to small unexpected details. Respond with one of: UP, DOWN, SAME
 
If you remember in last quarter, we actually reduced it last quarter and announced we were reducing it. Other than that, we have a few projects where we're watching, but we haven't concluded fully. We have to see how the market goes and determine what to do, but we're staying with the same numbers at this point.

    Prediction (one of UP, DOWN, SAME): UP