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
 
Yeah. As we've commented to, right now, we're focused on having conversations in regard to M&A activity, and Rob and I are certainly taking some meetings and certainly having conversations around that. So that's our primary focus in regards to kind of where we think we would utilize capital. But there is certainly an opportunity as we talk with the Board to use our cash in the best way possible. And we do have an open program from a share repurchase perspective. So if we think that's the right thing to do, we still have the opportunity to spend about $30 million in remainder of this year in cash -- in share repurchases, if we determine that's the right way to use our cash.

    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, I don't know, Doug, I guess, maybe. But I would say that I would caution anybody from thinking about that question as a binary question that it's either one or the other. It's going to be a kind of a transformation that's going to be product line specific. Most of the shipyards in this country build a product. Our shipyards build classes -- several classes. We build four classes of ships at Ingalls. We build carriers and submarines at Newport News and refueling and all that sort of things. So we do multiple classes of ships in our shipyard. We think that serves us pretty well for whatever direction the future is going to be. And if the environment is going to be more competitive, so be it. We're happy to compete.

    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
 
Yeah, we can. And I would say for us, it's an emerging opportunity. As we have increased our -- and improved recovery and sorting of non-ferrous materials, I think, there'll be opportunities for us to, for example, specifically hedge copper as opposed to a mixed product, which really was not hedgeable historically. We haven't yet hedged on the non-ferrous material, but we see that as an opportunity going forward. On the ferrous side, the challenge we face is that the index we sell against with our off-takers is not one that's currently hedgeable effectively with a traded contract. There is a traded contract that we would hope to transition to over time that's essentially equivalent, that has a corresponding traded financial contract. We've done that at one plant so far and actually have begun as a result hedging ferrous prices, again, for the output at just one plant. So, baby steps so far, but absolutely our objective would be to hedge this revenue increasingly going forward.

    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, maybe I'll start and talk a little about housing and then Keith, maybe you can add any more color on Lifestyle. If you look at housing, our largest growth businesses multifamily housing or are renters business arguably and a market perspective, that was one of the most disrupted markets through COVID but with that we've still seeing strong growth. So even with options, even with the impacts on COVID we've had a very strong growth in line with our long-term expectations in multifamily and driven in part by the strength of our partnerships also driven by the launch of our new product cover 360. If you look at the LPI that business as I mentioned earlier is stable. We have a very strong base of customers and clients there and if the economy weakens will grow. So from a housing perspective, we've seen growth even through the disruption of COVID and we would expect in a weaker market economy will see growth and we'll continue to see growth that the economy just chug along, but that's housing but let's go to Lifestyle.

    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 afternoon. Thanks for taking the questions. Just going back to 024, have you guys contemplated a dosing strategy for the Phase 1 dose escalation in terms of whether or not you're going to start off with a flat dosing or based upon the exposure relationships you've seen preclinically, is there a step up dosing regimen that you have in mind? And then I guess, maybe second to that, have you thought about at all pursuing a subcutaneous formulation to further blunt Cmax a little bit? Thanks.

    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
 
So pretty much just about everything we do is sole-sourced proprietary products. So we don't have a commodity product line that's a big piece of this thing. Some of our memory products may come the closest. And even there, we are often in very highly protected positions in those sockets as well.
I think the short answer is exactly what you said. There is not another place people can go to, to get capacity today. In fact, there's a lot more coming to us, trying to find ways in which we can help support them as they flee some of the other suppliers who are not able to provide them capacity in today's environment.

    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, as you know, we're going to mark that debt to market. So we'll get the benefit of current market rates. I can tell you with great certainty that our eye is on that constantly. We mark that debt-to-market and are now doing a cost-benefit analysis of that. And that decision will be made post legal day one close.

    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
 
Dave, do you want to take one of these?

    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
 
Yeah. I'm not seeing a new mattress brands. I'm just seeing more infrastructure for supplying the current brands. I don't -- I've not seen an explosion of new in-consumer items. I'm not seeing that. I'm just seeing more focus on delivering it here.

    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. So I don't profess to have the exact picture of what could happen, but I'll give you a few of my thoughts about what could happen. In terms of dual controls in the near term, you do see some lowering of petrochemical production. I think ultimately, that will require more imports, which benefits exporting regions like the U.S. whether it's in the I&D business or in the O&P business, I think that's a net positive. I think the reduction of coal use will likely turn off some of the CTO complexes requiring more imports of polyethylene and polypropylene favorable for global producers like us. The shipping constraints, I think, have been a net negative in the near term as they've not been producing for exports as much of finished goods.
Two reasons. One is they can't get enough containers. Second, because shipping costs, in many cases are 10 times when you consider both the sea freight plus the container cost, they're just not able to pass that kind of increase on. So I think as that normalizes, I would think that demand should increase in China as they're able to export more finished goods next year. And I think the longer-term outlook is that as there's less coal consumption, it seems to me that the amount of expansion that could take place in China could be less than what we've seen in the past. Certainly, MTO and CTO-based technology or based capacity will likely not be as robust as what we've seen in the last 10 years. So I think there are many bullish aspects to how this could play out. But I think it will be choppy over the next couple of quarters until we get back to something more normal.

    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
 
I might add that -- it wasn't asked, but it's something we're pretty proud of. We're going to have a new tearsheet coming out in a week or so on our community development and our ESG efforts. We spent a lot of time on it. We're really proud of the things we're doing. As a matter of fact, I'd say ESG is a new term really for some things that we, as a company, have always really cared about. We're pretty excited about that. So I keep an eye out. You can go to our website to see our community development statement. And within a week or so, you'll see our new tearsheet for -- where we're making sure we're getting recognized for a lot of the things we've been doing by detailing them in the statement. We're doing some real neat things. We're rolling out, here in December, a down payment assistance program to reach into LMI neighborhoods and help lift people up and help increase home ownership. And in our fourth quarter expenses, we think that if things continue the way they have for us this year into the fourth quarter, we're likely to share some of our profits with our communities in the fourth quarter as we have been doing. And anyway, we're really proud of what our team is doing and what our company is doing to make a difference and -- in the communities we're serving. And we'd love for you all of our investors to take a look at what we're doing on our website and keep an eye out for those efforts going forward. So thanks, everybody, for joining today.

    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 track -- this is Bob Smith. We track new local direct on a monthly basis. In the third quarter, we had over 2,000 local direct accounts in the quarter, and it's grown every month sequentially since January.

    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
 
So of course, it will accelerate it when you have an ad server, and header bidder and mostly ad server in such a sophisticated ad serve Spearad into the platform, it will enhance our capabilities, of course, together with -- also even with VIDAA that is creating or providing us data. So all these elements together of course in creating increase the effectiveness of the ad that we are showing through the user according to different parameters and the KPI of the advertiser. And I think that in general, we spoke a lot yet about Spearad, but we are going to do that in the near future. It's one of the most advanced platforms that we saw that is incorporating and CTV ad server and header bidder in the platform.
This was built by very experienced industrial veterans that basically build this platform and created it and sold the company like that in the past of ad server to AOL a few years ago. Basically, what we will be able to offer -- what basically what we will be able to offer is a one-stop-shop for all the data, creating serving capabilities regarding CTV. That's what we enhanced basically in the last few months through the launch of Tr.ly, the acquisition of Spearad, and the deal that we've done with VIDAA for the next couple 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. It's Rob. I appreciate the question. In terms of our commercial activities, you're responding, we're pacing them to the NDA filing and targeting and the FDA approval, a couple of key components. The launch planning is clearly under way at this point. I'm really pleased, and Doug mentioned it, we've hired the Vice President of Sales, which is the last member of my leadership team. So we have the full complement assumptions represented across commercial at this point in time. And as you can imagine, all the key areas that you'd be expecting at this point in time are under development, such as branding, message testing, pricing and contracting, establishing patient services, acumen and skills. And last but not least, now starting to design inside the sales force. Our expectation is still go-to-market with a full and comprehensive promotional plan package and we'll have all the functions in place to do that in the United States.

    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
 
Okay. So, end market drivers. Okay, Angela. Giel, would you like to address the end market drivers?

    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
 
Thanks, Sean.

    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
 
Again, over to you, Jay?

    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
 
We don't see a change 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
 
Thanks very much and thanks for taking the question. I was wondering, Safra, could you just talk about sort of the performance in Europe this quarter? It looks like it bounced back nicely. And I guess along those same lines, can you just talk about cloud adoption on service [Technical difficulty] just maybe what you're seeing in the -- I assume you guys is probably leading the charge, but what you're seeing in other regions just following maybe close behind it. Thanks.

    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
 
Austin, the two figure that you mentioned are accurate. Yes, those are in the proposed NDAA and the government fiscal year '22 budget's request. We're in contact with those two customers, the U.S. Army for LMAMS and FTUAS and we really like our position. I am not in a position to comment about the fiscal year '23 activities. We are really focused on executing this year, but we do believe that the long-term prospects for our businesses and our product lines remain intact. We are -- we continue to be a leader in this space and the market that we're in. Overall, the demand for our products and solutions and our innovative capabilities are certainly there and enduring and we're working hard to make sure that we capture those. It's just these headwinds that we're faced with, multiple of them of course, due to the external factors that are going on that we're mitigating as we go.

    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
 
Hey, thanks for taking my question. First, I just wanted to start with gross margin. Last quarter, I think you said it would exceed 40% for the year. You're guiding it down a little for Q2 and you didn't mention that again. So, I just wanted to get your thoughts on gross margin in the back half of the year. And if you still think you can hit that 40% target exiting the year?

    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
 
Hey, guys. Thanks for taking my questions, and congrats on the IPO. Jim, I wanted to circle back to a prior question and your comment. You know, 40% of active sellers purchasing -- of suppliers that purchased one or more financial service.
When you look at some of those sellers that have leveraged even more, you know, in other words, have really taken advantage of that, you know, was there an aha moment that they had where they started to use it and then they realized I'm going to use this a lot more. Just sort of curious what that tipping point was on maybe expanded usage?

    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
 
Good morning, everybody. Can you hear me?

    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, Mike, this is Michael. So I mean, it's a traditional PPG model here. So the gap is the largest in automotive for two reasons: one, they had the biggest inflationary gap; and the second is that's most difficult to get price increases with the automotive guys, but I am very pleased to announce that we have gotten positive price in every automotive region in the world. So we are making good progress there and well ahead where we were in 2017, 2018.
I would say the next inflationary would be our industrial coatings business. They also buy a lot of epoxies, isocyanates, so they would have been hit second most difficult. The business that's impacted the least is aerospace, due to the raw material mix we have there. The place that we probably have closed the gap, the most is architectural, we're working also hard on Traffic Solutions, this is a business that historically price was a secondary thought we've elevated that in this business and we've been very pleased with the pace of recovery in our Traffic Solutions business.
So I don't think it's any different than what we've seen in years past. And I think we're going to continue to push hard to close that gap with our automotive customers. And that's -- I'm really pleased when you think about where we are in this cycle versus where we were in the last cycle, it's light years apart.

    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, you have it -- I mean, right, we're telling you, 96% collection office, 96% collection resi, and 65% retail. So retail is representing too much of that number, more than it's fair share.

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