{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "16172382-ba5f-4051-bbe7-93b32d958e09",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2023-11-08 10:53:19,123] [INFO] [real_accelerator.py:158:get_accelerator] Setting ds_accelerator to cuda (auto detect)\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "from datasets import load_from_disk\n",
    "from transformers import AutoTokenizer, AutoModelForCausalLM\n",
    "from peft import PeftModel\n",
    "from utils import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f9ce84bf-0759-46c2-81cb-c16a1e3f6cfd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/json": {
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       "bar_format": null,
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       "elapsed": 0.004816293716430664,
       "initial": 0,
       "n": 0,
       "ncols": null,
       "nrows": null,
       "postfix": null,
       "prefix": "Loading checkpoint shards",
       "rate": null,
       "total": 2,
       "unit": "it",
       "unit_divisor": 1000,
       "unit_scale": false
      },
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "20375b6fc24b4ec0af0021b80523faff",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Loading checkpoint shards:   0%|          | 0/2 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "base_model = AutoModelForCausalLM.from_pretrained(\n",
    "    'meta-llama/Llama-2-7b-chat-hf',\n",
    "    trust_remote_code=True,\n",
    "    device_map=\"auto\",\n",
    "    torch_dtype=torch.float16,   \n",
    ")\n",
    "base_model.model_parellal = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "213a792c-fe67-49be-a340-98e18bbc50eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = PeftModel.from_pretrained(base_model, 'FinGPT/fingpt-forecaster_dow30_llama2-7b_lora')\n",
    "model = model.eval()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8cf0220b-9173-4d1c-a4a4-119bcda71cfe",
   "metadata": {},
   "outputs": [],
   "source": [
    "tokenizer = AutoTokenizer.from_pretrained('meta-llama/Llama-2-7b-chat-hf')\n",
    "tokenizer.padding_side = \"right\"\n",
    "tokenizer.pad_token_id = tokenizer.eos_token_id"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d915b597-258c-4e8b-9f8f-7fc0e2d8bd75",
   "metadata": {},
   "outputs": [],
   "source": [
    "test_dataset = load_from_disk('data/fingpt-forecaster-dow30v3-20221231-20230531-llama/')['test']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fe9b99e6-f4be-4dcc-820a-ccb95d819904",
   "metadata": {},
   "outputs": [],
   "source": [
    "def test_demo(model, tokenizer, prompt):\n",
    "\n",
    "    inputs = tokenizer(\n",
    "        prompt, return_tensors='pt',\n",
    "        padding=False, max_length=4096\n",
    "    )\n",
    "    inputs = {key: value.to(model.device) for key, value in inputs.items()}\n",
    "        \n",
    "    res = model.generate(\n",
    "        **inputs, max_length=4096, do_sample=True,\n",
    "        eos_token_id=tokenizer.eos_token_id,\n",
    "        use_cache=True\n",
    "    )\n",
    "    output = tokenizer.decode(res[0], skip_special_tokens=True)\n",
    "    return output    \n",
    "    # return res"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8c0c554b-ec30-47e3-af01-5cede7cdbbe4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Truncation was not explicitly activated but `max_length` is provided a specific value, please use `truncation=True` to explicitly truncate examples to max length. Defaulting to 'longest_first' truncation strategy. If you encode pairs of sequences (GLUE-style) with the tokenizer you can select this strategy more precisely by providing a specific strategy to `truncation`.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "American Express Co is a leading entity in the Financial Services sector. Incorporated and publicly traded since 1977-05-18, the company has established its reputation as one of the key players in the market. As of today, American Express Co has a market capitalization of 106006.97 in USD, with 736.46 shares outstanding.\n",
      "\n",
      "American Express Co operates primarily in the US, trading under the ticker AXP on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, AXP's stock price decreased from 160.13 to 151.51. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: American Express Vice Chair Douglas E. Buckminster to Participate in SVB MoffettNathanson Technology, Media, and Telecom Conference\n",
      "[Summary]: NEW YORK, May 01, 2023--American Express Company (NYSE: AXP) Vice Chair Douglas E. Buckminster will participate in the SVB MoffettNathanson Technology, Media, and Telecom Conference on Wednesday, May 17, at 2 p.m. Eastern. Mr. Buckminster will participate in a fireside chat relating to the Company’s business strategy and financial performance.\n",
      "\n",
      "[Headline]: Stock futures fall after the Federal Reserve hikes rates and bank contagion fears return: Live updates\n",
      "[Summary]: The Federal Reserve raised rates a 10th time on Wednesday. A slew of regional banks sold off in extended trading.\n",
      "\n",
      "[Headline]: American Express Declares Regular Quarterly Dividend And Dividend on Series D Preferred Stock\n",
      "[Summary]: NEW YORK, May 03, 2023--The Board of Directors of American Express Company (NYSE: AXP) has declared a regular quarterly dividend of $0.60 per common share, payable on August 10, 2023, to shareholders of record on July 7, 2023.\n",
      "\n",
      "[Headline]: Apple and fintechs like Robinhood chase yield-hungry depositors as Fed rate hikes continue\n",
      "[Summary]: The jump in interest rates coupled with the regional banking crisis has presented a big opportunity for fintechs to provide high-yield products. \n",
      "\n",
      "[Headline]: 89% of Warren Buffett's $347 Billion Portfolio Is Invested in Only 11 Stocks\n",
      "[Summary]: According to the Oracle of Omaha, portfolio diversification is only necessary if you don't know what you're doing.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, AXP's stock price decreased from 151.51 to 146.82. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Credit cards: issuers could use their own flexible friends\n",
      "[Summary]: Concerns profitability has peaked following a strong 2022 are not baseless, but even so credit cards remain a lucrative business\n",
      "\n",
      "[Headline]: American Express, Nike share losses lead Dow's nearly 150-point fall\n",
      "[Summary]: The Dow Jones Industrial Average is falling Wednesday afternoon with shares of American Express and Nike delivering the stiffest headwinds for the index....\n",
      "\n",
      "[Headline]: Down 17% in 3 Months: Time to Buy American Express Stock?\n",
      "[Summary]: The integrated-payments network is serving up double-digit revenue growth and aggressively buying back its stock.\n",
      "\n",
      "[Headline]: Owl Rock Capital (ORCC) Q1 Earnings Beat, Revenues Rise Y/Y\n",
      "[Summary]: Owl Rock Capital (ORCC) Q1 results reflect record high net investment income on the back of increased portfolio average yield, partially offset by an increase in operating expenses.\n",
      "\n",
      "[Headline]: How To Build A Dividend Portfolio With $25,000 Among May's Top 30 Stocks\n",
      "[Summary]: An investment strategy that combines dividend income with dividend growth, brings several benefits for dividend income investors. Click here to read more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, AXP's stock price increased from 146.82 to 151.80. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Traveling Abroad This Summer? You Might Have Trouble Using These Types of Credit Cards\n",
      "[Summary]: Certain types of credit cards aren't always easy to use internationally. Find out why you should always have a Visa or Mastercard when traveling abroad.\n",
      "\n",
      "[Headline]: 3 Beaten-Down Stocks With 100% Upside Potential\n",
      "[Summary]: The stock market continues to move in fits and starts as investors and traders assess ongoing issues that include bank failures, elevated interest rates, war in Ukraine, an uneven economic recovery in China, and a debt showdown that’s taking place in Washington, D.C. As always, quarterly earnings continue to move individual stocks higher and lower. In the current environment, some stocks are surging and have more than doubled their share price year to date, while other stocks continue to languis\n",
      "\n",
      "[Headline]: American Express Co. stock rises Wednesday, outperforms market\n",
      "[Summary]: Shares of American Express Co. rose 2.48% to $152.09 Wednesday, on what proved to be an all-around great trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: American Express Chairman and CEO Stephen J. Squeri to Participate in Bernstein 39th Annual Strategic Decisions Conference\n",
      "[Summary]: NEW YORK, May 17, 2023--American Express Company (NYSE: AXP) Chairman and Chief Executive Officer Stephen J. Squeri will participate in the Bernstein 39th Annual Strategic Decisions Conference on Thursday, June 1, at 11 a.m. Eastern. Mr. Squeri will participate in a fireside chat relating to the Company’s business strategy and financial performance.\n",
      "\n",
      "[Headline]: American Express Co. stock rises Thursday, still underperforms market\n",
      "[Summary]: Shares of American Express Co. inched 0.91% higher to $153.48 Thursday, on what proved to be an all-around favorable trading session for the stock market,...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for AXP. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AXP stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company's Vice Chairman, Douglas E. Buckminster, will participate in the SVB MoffettNathanson Technology, Media, and Telecom Conference, which could potentially increase investor confidence and interest in the company.\n",
      "2. American Express declared a regular quarterly dividend, which may attract dividend-focused investors.\n",
      "3. The company's stock price increased from 146.82 to 151.80 in the week from 2023-05-14 to 2023-05-21, indicating potential upward trends.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been declining since the beginning of May, which may indicate a potential downward trend.\n",
      "2. There have been concerns about the company's profitability after a strong 2022, which could indicate a potential peak in profitability.\n",
      "3. The company's stock has been mentioned in articles discussing the potential risks of fintech companies and the regional banking crisis, which could impact the company's profitability and stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: While the company has faced some concerns about profitability and the overall financial market, there are also positive developments such as the declaration of a regular quarterly dividend and the upcoming participation of the company's Vice Chairman in a key conference. These developments could potentially attract investors and drive up the stock price. Additionally, the stock price has shown some positive movement in the previous week, which could indicate potential for further growth. However, the overall market conditions and the company's profitability remain a concern, and the stock price could potentially be impacted by these factors. Therefore, a cautious outlook is recommended, with a prediction of a 1-2% increase in the stock price for the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The declaration of a regular quarterly dividend, amounting to $0.60 per common share, indicates a steady cash return to shareholders. This can boost investor confidence, leading to increased demand for AXP shares.\n",
      "2. A company executive's participation in major industry conferences offers the chance to elaborate on American Express's growth strategy and financial performance. Such events could provide positive exposure for the company, potentially driving stock price gains.\n",
      "3. The article highlighting American Express's double-digit revenue growth and aggressive share buyback strategy illustrates strong company performance, a factor that can lead to increased investor interest.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The interest rate hike by the Federal Reserve could put pressure on financial institutions, affecting their loans' profitability and potentially leading to a decline in stock prices.\n",
      "2. According to one report, concerns exist that credit card profitability may have peaked following a strong 2022. If this is the case, future earnings might not meet analyst expectations, leading to potential stock price declines.\n",
      "3. Widespread market turbulence, as highlighted in the news articles, can negatively impact AXP's stock price due to increased risk aversion from investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Considering the aforementioned factors, my prediction for AXP's stock price movement for the upcoming week (2023-05-21 to 2023-05-28) is a potential increase of 2-3%. Despite the concerns, the positive developments present a more compelling case for the company's near-term performance. The declaration of a quarterly dividend may incentivize new investors, supporting the stock price. Additionally, the company's aggressive share buyback strategy, coupled with its double-digit revenue growth, underscore its strong financial position. This, along with the opportunity for company executives to share key insights during industry conferences, could build further investor confidence, aiding the upward movement of AXP's stock price. However, it's critical to monitor the potential concerns, as any unexpected negative developments could sway the trajectory of the stock.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "American Express Co is a leading entity in the Financial Services sector. Incorporated and publicly traded since 1977-05-18, the company has established its reputation as one of the key players in the market. As of today, American Express Co has a market capitalization of 106006.97 in USD, with 736.46 shares outstanding.\n",
      "\n",
      "American Express Co operates primarily in the US, trading under the ticker AXP on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, AXP's stock price increased from 151.80 to 156.06. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: SoFi Technologies: Promising Player In Digital Banking Landscape\n",
      "[Summary]: SoFi Technologies' ongoing investment in its neo-bank business could pay long-term dividends. Click here to see why this stock is a Hold.\n",
      "\n",
      "[Headline]: American Express Co. stock rises Monday, outperforms market\n",
      "[Summary]: Shares of American Express Co. rose 1.67% to $155.51 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Shareholder Activists Drag Companies Into U.S. Culture Wars\n",
      "[Summary]: Businesses face proposals on abortion, guns and climate change as groups with various viewpoints strive to get their agendas heard at this year’s annual meetings.\n",
      "\n",
      "[Headline]: American Express: Leading Brand At A Rare Discount\n",
      "[Summary]: American Express is a credit/charge card provider with c.19% of the payment market share. Read more about our view here.\n",
      "\n",
      "[Headline]: 84% of Warren Buffett's Portfolio Is Invested in These 7 Stocks\n",
      "[Summary]: In the Oracle of Omaha's view, diversification is only necessary if you don't know what you're doing.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for AXP. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AXP stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. American Express is a dominant force in the Financial Services sector and continues to drive innovation within the industry.\n",
      "2. The company's stock has been rising steadily, outperforming the market in recent weeks.\n",
      "3. The company's brand is recognized as a leading player in the market with a significant market share, which could attract more investors and customers.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock has been subject to activist shareholders' proposals on controversial issues like abortion, guns, and climate change, which could potentially affect its reputation and operations.\n",
      "2. The absence of any recent basic financial reports could indicate potential financial challenges or instability in the company.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: While there are potential concerns regarding shareholder activism and financial stability, the positive developments in American Express's market performance and brand recognition suggest that the company is on a strong path. The company's steady stock price increase also indicates investor confidence in its future prospects.\n",
      "\n",
      "In light of these factors, it is predicted that American Express's stock price will continue to rise by 2-3% in the upcoming week. This is mainly due to the company's robust position in the market and its ability to adapt to changing market conditions. However, investors should keep a close eye on the potential concerns regarding activist shareholders and financial stability to ensure that these issues do not negatively impact the company's performance.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. AXP's share prices have increased over the past week, which shows investors' confidence and positive sentiment about the company's prospects.\n",
      "2. American Express is recognized as a leading brand in the credit/charge card provider industry. It's a prominent player with about 19% of the payment market share. \n",
      "3. According to news headlines, AXP outperformed the market, which could indicate a competitive edge in the currently mixed trading session for the stock market.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. No basic financial reports have been released, thus making it challenging to evaluate the company's fundamental financial health. This lack of transparency could concern some investors.\n",
      "2. Specific news reports suggest that shareholder activists are dragging companies into U.S. culture wars, leading to potential proposals on sensitive subjects like abortion, guns, and climate change. If AXP is involved in these wars, it could face reputation and financial risks.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Considering both the positive developments and potential concerns, AXP's stock price is predicted to move slightly up by 0-1% in the next week. The recent rise in share prices, the company's strong market position, and its ability to outperform in a mixed market instill confidence in its short-term performance. However, the potential issues raised by shareholder activists and lack of recent financials mean there are still risks on the horizon. Nonetheless, short-term sentiment seems largely positive. This prediction assumes no major changes in market conditions or unforeseen negative news.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Amgen Inc is a leading entity in the Biotechnology sector. Incorporated and publicly traded since 1983-06-17, the company has established its reputation as one of the key players in the market. As of today, Amgen Inc has a market capitalization of 137918.92 in USD, with 534.90 shares outstanding.\n",
      "\n",
      "Amgen Inc operates primarily in the US, trading under the ticker AMGN on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Biotechnology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, AMGN's stock price decreased from 235.59 to 232.44. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Barclays Maintains AMGEN (AMGN) Underweight Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Amgen sues Novartis to block generic osteoporosis, bone cancer drugs\n",
      "[Summary]: Amgen Inc sued Novartis AG's Sandoz in New Jersey federal court Monday, accusing Sandoz's proposed versions of its multibillion-dollar bone-strengthening drugs Prolia and Xgeva of infringing several patents.\n",
      "\n",
      "[Headline]: Weight-Loss Drugs Will Be Blockbusters. Here’s the Stock to Buy.\n",
      "[Summary]: Everyone is talking about Eli Lilly’s Mounjaro and Novo Nordisk’s Ozempic. Now, the drugs are poised to go from conversation starters to profit makers.\n",
      "\n",
      "[Headline]: Amgen Inc. stock rises Thursday, outperforms market\n",
      "[Summary]: Shares of Amgen Inc. rose 1.13% to $231.89 Thursday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: 2 Magnificent Dividend Stocks to Buy Before the Next Recession\n",
      "[Summary]: Let's look at two great dividend stocks to consider buying before the economy worsens: Gilead Sciences (NASDAQ: GILD) and Amgen (NASDAQ: AMGN).  Gilead Sciences is a biotech company with a particular focus on developing HIV medicines.  It has helped Gilead Sciences' revenue stay afloat as the company failed to earn approval for important candidates.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, AMGN's stock price decreased from 232.44 to 228.92. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Amgen Inc. (NASDAQ:AMGN) Shares Could Be 42% Below Their Intrinsic Value Estimate\n",
      "[Summary]: Key Insights Amgen's estimated fair value is US$405 based on 2 Stage Free Cash Flow to Equity Amgen's US$235 share...\n",
      "\n",
      "[Headline]: RBC Capital Reiterates AMGEN (AMGN) Sector Perform Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Amgen Inc. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of Amgen Inc. sank 0.08% to $234.43 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: 15 Biggest Immunotherapy Companies in the World\n",
      "[Summary]: In this article, we will take a look at the 15 biggest immunotherapy companies in the world. If you want to see more companies in this selection, go to the 5 Biggest Immunotherapy Companies in the World. The immunotherapy industry is a rapidly growing field that is focused on developing treatments that harness the power […]\n",
      "\n",
      "[Headline]: May Dogs Of The Dow: Buy 2, Watch 4\n",
      "[Summary]: The Dow adds a stock if the company has an excellent reputation, demonstrates sustained growth, and is of interest to a large number of investors. Click for our lists.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, AMGN's stock price decreased from 228.92 to 221.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Cramer's Lightning Round: I am not a believer in Coinbase\n",
      "[Summary]: \"Mad Money\" host Jim Cramer rings the lightning round bell, which means he's giving his answers to callers' stock questions at rapid speed.\n",
      "\n",
      "[Headline]: Horizon Shares Slide Premarket on Report That FTC to Fight Amgen Deal\n",
      "[Summary]: By Colin Kellaher Horizon Therapeutics tumbled in premarket trading Tuesday following a published report that U.S. regulators will move to block the $27.8...\n",
      "\n",
      "[Headline]: FTC Sues to Block Amgen’s $27.8 Billion Acquisition of Horizon Therapeutics\n",
      "[Summary]: Amgen reached an agreement to buy Horizon in December, and at the time said it expected the deal to be completed in the first half of 2023.\n",
      "\n",
      "[Headline]: Markets Fall on Home Depot Warning, Debt Talks\n",
      "[Summary]: U.S. equities fell on Tuesday, May 16, 2023 as Home Depot’s revenue warning raised concerns about economic growth, and as President Biden met with congressional leaders on the debt ceiling to avoid a government default.\n",
      "\n",
      "[Headline]: Viridian Therapeutics Has Promise\n",
      "[Summary]: Shares of Viridian Therapeutics are off some 40% since setting an all-time high in January following a positive readout on VRDN-001. Click for more on VRDN.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for AMGN. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AMGN stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company is a leading entity in the biotechnology sector, which is a rapidly growing field with significant potential for innovation and growth.\n",
      "2. Amgen has been maintaining an active legal stance against potential infringement of its patents, which can be seen as a positive indication of its commitment to intellectual property protection.\n",
      "3. The company has been recognized as a potential dividend stock, which could attract income-seeking investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been steadily decreasing over the past weeks, which could indicate potential investor skepticism.\n",
      "2. The company has been facing regulatory challenges, including a lawsuit from the FTC over its acquisition of Horizon Therapeutics, which could potentially hinder its growth and profitability.\n",
      "3. Amgen's stock has been criticized for being overvalued, with an estimated fair value significantly lower than its current market price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Given the recent downward trend in Amgen's stock price and the potential regulatory challenges, it is predicted that the stock price will continue to decline in the upcoming week. The company's aggressive legal stance against potential infringement of its patents could potentially be viewed as a negative by investors, as it may lead to increased costs and potential disruptions in the company's operations. Additionally, the FTC's lawsuit to block the company's acquisition of Horizon Therapeutics could further dampen investor sentiment.\n",
      "\n",
      "The company's stock has been overvalued, which could attract short-sellers and further fuel the downward trend. Therefore, it is predicted that Amgen's stock price will continue to fall in the upcoming week. However, it is important to note that the company's strong position in the biotechnology sector and its potential for growth make it a promising long-term investment.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Amgen has taken legal measures against Novartis' Sandoz to protect its multibillion-dollar bone-strengthening drugs Prolia and Xgeva from potential generic competitors, which could help sustain its profitability if the lawsuit is successful.\n",
      "2. The stock has been recognized as one of the \"2 Magnificent Dividend Stocks to Buy Before the Next Recession\". This recognition could attract investors to Amgen's stock for its dividends and perceived stability.\n",
      "3. Despite market fluctuations, Amgen's stock has performed better than competitors on some days, demonstrating some level of resilience in the face of broader market pressures.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The FTC is suing to block Amgen’s acquisition of Horizon Therapeutics, a significant deal worth $27.8 billion. This development could disrupt Amgen's expansion strategy and potentially damage investor confidence.\n",
      "2. Barclays and RBC Capital have maintained an underweight and sector perform recommendation for Amgen respectively, indicating a potentially subdued outlook for the stock.\n",
      "3. Amgen's stock price has been decreasing over the past weeks, indicating potentially bearish investor sentiment and potential continued downward pressure on the stock.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Given the ongoing concerns, there appears to be increasing pressure on Amgen's stock. While the company has shown some resilience in outperforming its competitors in a declining market, the pending lawsuit from the FTC to block its acquisition deal with Horizon Therapeutics sends a strong negative signal. It introduces uncertainty into the market and could discourage potential investors. Furthermore, lukewarm ratings from investment research firms, Barclays and RBC Capital, coupled with a trending decrease in stock value over the past couple of weeks potentially signals a continuation of this bearish trend in the short term. Based on these points, it seems reasonable to predict a further decrease of 2-3% in Amgen's stock price in the upcoming week.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Amgen Inc is a leading entity in the Biotechnology sector. Incorporated and publicly traded since 1983-06-17, the company has established its reputation as one of the key players in the market. As of today, Amgen Inc has a market capitalization of 137918.92 in USD, with 534.90 shares outstanding.\n",
      "\n",
      "Amgen Inc operates primarily in the US, trading under the ticker AMGN on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Biotechnology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, AMGN's stock price decreased from 232.44 to 228.92. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Walgreens Boots, Amgen share losses lead Dow's 84-point fall\n",
      "[Summary]: The Dow Jones Industrial Average is down Monday morning with shares of Walgreens Boots and Amgen seeing the biggest declines for the blue-chip average....\n",
      "\n",
      "[Headline]: WTV: A Shareholder Yield ETF With Great Valuation\n",
      "[Summary]: WisdomTree U.S. Value Fund ETF is an actively managed fund focused on dividends, buybacks and quality. Click for my review of the WTV ETF.\n",
      "\n",
      "[Headline]: RBC Capital Reiterates AMGEN (AMGN) Sector Perform Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Amgen Inc. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of Amgen Inc. sank 0.08% to $234.43 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Why Are TScan Therapeutics Shares Are Shooting Higher Today\n",
      "[Summary]: Amgen Inc (NASDAQ: AMGN) and TScan Therapeutics Inc (NASDAQ: TCRX) announced a multi-year collaboration to use TScan's proprietary target discovery platform, TargetScan, to identify the antigens recognized by T cells in patients with Crohn's disease. Under the terms of the agreement, TScan will receive a $30 million upfront payment and is eligible to earn over $500 million in milestones and tiered single-digit royalty payments. Amgen will evaluate a variety of modalities to create therapeutics b\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, AMGN's stock price decreased from 228.92 to 221.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: FTC Commissioners yet to meet on Amgen-Horizon deal - CNBC\n",
      "[Summary]: Commissioners at the U.S. Federal Trade Commission (FTC) have not yet met to discuss Amgen's acquisition of Horizon Therapeutics, CNBC reported on Tuesday.\n",
      "\n",
      "[Headline]: US FTC sues to block Amgen's $27.8 billion deal for Horizon Therapeutics\n",
      "[Summary]: The U.S. Federal Trade Commission said on Tuesday it would sue to stop Amgen Inc's $27.8 billion acquisition of Horizon Therapeutics Plc in a rare move to block a large pharmaceutical deal.\n",
      "\n",
      "[Headline]: Why These 2 Large-Cap Stocks Dropped 10%-Plus on Tuesday\n",
      "[Summary]: Although the Nasdaq Composite managed to post modest gains, the Dow Jones Industrial Average and S&P 500 were both lower.  Sea Limited (NYSE: SE) raised some concerns about the strength of consumers in the Asia-Pacific region, while shareholders in Horizon Therapeutics (NASDAQ: HZNP) had to deal with a threat that could bring hopes for a lucrative acquisition to a grinding halt.  Shares of Sea Limited dropped 15% on Tuesday morning following the release of the Southeast Asian e-commerce and video game specialist's latest financial results.\n",
      "\n",
      "[Headline]: Amgen Inc. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Amgen Inc. sank 0.32% to $225.02 Wednesday, on what proved to be an all-around favorable trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Washington Is Coming Down Hard on Deal Making. What It Means for Stocks.\n",
      "[Summary]: FTC Chair Khan now seems less interested in ensuring competition than in blocking all linkups on principle. And that includes acquisitions that wouldn’t have earned more than a passing look under previous regimes\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, AMGN's stock price decreased from 221.62 to 215.19. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: SGEN, ACAD & BMEA Drove Baker Brothers Advisors' Q1 Returns as ASND and HZNP Were Culled\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: UPDATE 2-Amgen settles patent lawsuit over biosimilar of J&J's  big-selling Stelara\n",
      "[Summary]: Johnson & Johnson has settled its lawsuit over Amgen Inc's proposed biosimilar version of J&J's top-selling treatment Stelara for psoriasis and other autoimmune conditions,  according to a filing in Delaware federal court.  Amgen said in a statement on Tuesday that the settlement terms are confidential, but it will allow the company to sell its biosimilar of Stelara \"no later than January 1st, 2025.\"\n",
      "\n",
      "[Headline]: Amgen Inc. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of Amgen Inc. slid 1.39% to $221.32 Wednesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: 14 Best Biotech Stocks To Buy According To Hedge Funds\n",
      "[Summary]: In this piece, we will take a look at 14 best biotechnology stocks to buy according to hedge funds. For more stocks, head on over to 5 Best Biotech Stocks To Buy According To Hedge Funds. Biotechnology is one of the hottest sectors these days. A handful of industries, such as space exploration, artificial intelligence, […]\n",
      "\n",
      "[Headline]: AMGEN TO PRESENT AT THE TD COWEN 4TH ANNUAL ONCOLOGY INNOVATION SUMMIT\n",
      "[Summary]: Amgen (NASDAQ: AMGN) will present at the TD Cowen 4th Annual Oncology Innovation Summit at 11:00 a.m. ET on Wednesday, May 31, 2023. David M. Reese, M.D., executive vice president of Research and Development at Amgen will present at the conference. The webcast will be broadcast over the internet simultaneously and will be available to members of the news media, investors and the general public.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for AMGN. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AMGN stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Amgen Inc has announced a multi-year collaboration with TScan Therapeutics to use TScan's proprietary target discovery platform to identify the antigens recognized by T cells in patients with Crohn's disease. This collaboration has the potential to lead to the development of new therapeutics for Crohn's disease, which could increase Amgen's revenue.\n",
      "2. The company has been chosen as a presenter at the TD Cowen 4th Annual Oncology Innovation Summit, which suggests that Amgen is actively involved in oncology research and development.\n",
      "3. Amgen has settled a patent lawsuit over its biosimilar version of Johnson & Johnson's top-selling treatment Stelara for psoriasis and other autoimmune conditions, which could lead to the approval and launch of the biosimilar in 2025.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been steadily decreasing over the past weeks, with a 0.32% drop on Wednesday, indicating investor unease.\n",
      "2. There are concerns about the potential blockage of Amgen's $27.8 billion deal for Horizon Therapeutics by the U.S. Federal Trade Commission, which could impact the company's financial performance.\n",
      "3. Amgen has been underperforming compared to its competitors in the biotechnology sector, which could lead to a decrease in investor confidence.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: The recent developments for Amgen suggest both positive and negative impacts on the company's stock price. The company's collaboration with TScan Therapeutics could potentially lead to new therapeutics for Crohn's disease, which could increase revenue. Additionally, Amgen's settlement of the patent lawsuit over its biosimilar version of Johnson & Johnson's top-selling treatment Stelara could lead to the approval and launch of the biosimilar in 2025.\n",
      "\n",
      "However, the company's stock price has been steadily decreasing over the past weeks, with a 0.32% drop on Wednesday, indicating investor unease. Furthermore, there are concerns about the potential blockage of Amgen's $27.8 billion deal for Horizon Therapeutics by the U.S. Federal Trade Commission, which could impact the company's financial performance.\n",
      "\n",
      "Taking into account these factors, it is predicted that Amgen's stock price will decrease by 1-2% in the upcoming week (2023-05-28 to 2023-06-04). This is due to the uncertainties surrounding the company's acquisition of Horizon Therapeutics and the potential blockage of the deal by the U.S. Federal Trade Commission, which could lead to a decrease in investor confidence. However, the company's collaboration with TScan Therapeutics and its potential to develop new therapeutics for Crohn's disease could provide a potential long-term growth opportunity for the company.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The announcement of Amgen's collaboration with TScan Therapeutics, which brings in a $30 million upfront payment and potential for over $500 million in milestones, shows potential for expanding their research and development capacity.\n",
      "2. Amgen's settlement with Johnson & Johnson around their proposed biosimilar of Stelara shows a future revenue stream and expansion of their portfolio. \n",
      "3. The company's upcoming presentation at the TD Cowen 4th Annual Oncology Innovation Summit could also prove beneficial in terms of visibility, relationship building and potential future collaborations.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Over the course of the past weeks, AMGN's stock has consistently dropped, indicating potentially bearish sentiment among investors.\n",
      "2. The news of the FTC potentially blocking Amgen's $27.8 billion deal for Horizon Therapeutics is a significant concern that indicates potentially lost opportunities for growth and regulatory challenges.\n",
      "3. The general outlook for the Biotech sector within the specified time period appears to be grim, with underperforming shares and unfavorable trading sessions.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite recent concerns, the company appears well-positioned, with multiple positive developments supporting its future growth prospects. The settlement with Johnson & Johnson, collaboration with TScan Therapeutics, and the upcoming presentation at the oncology summit provide support for future financial performance and resilience in the market, potentially supporting the stabilization or slight increase in stock price for the following week. However, the ongoing regulatory issues and downturns in the broader market continue to present risks. As such, I predict a modest increase of up to 1% for Amgen Inc.'s stock price for the week of 2023-05-28 to 2023-06-04, suggesting cautious optimism amid a broader market downturn.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Apple Inc is a leading entity in the Technology sector. Incorporated and publicly traded since 1980-12-12, the company has established its reputation as one of the key players in the market. As of today, Apple Inc has a market capitalization of 2694403.68 in USD, with 15634.23 shares outstanding.\n",
      "\n",
      "Apple Inc operates primarily in the US, trading under the ticker AAPL on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, AAPL's stock price increased from 172.34 to 174.92. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Apple's New Assistive Technology: Empowering Users with Cognitive, Speech, and Vision Disabilities\n",
      "[Summary]: Apple Inc. (NASDAQ: AAPL) introduced new software features for cognitive, speech, and vision accessibility for differently-abled users. The new features are expected to be launched later this year. The company said the latest development aligns with the company's \"long-standing commitment\" to inclusivity and developing products that make a \"real impact\" for everyone. The features include - Assistive Access for users with cognitive disabilities, Live Speech and personal voice for users at risk of\n",
      "\n",
      "[Headline]: Apple’s Next Product Faces a Long History of Flops\n",
      "[Summary]: For years now, Big Tech companies have promised revolutionary alternative reality devices. We're still waiting.\n",
      "\n",
      "[Headline]: Here's How Much Warren Buffett Makes in Apple Dividends\n",
      "[Summary]: Warren Buffett is concerned with how well a company can make money as a business and his investment in Apple is paying off.\n",
      "\n",
      "[Headline]: 3 No-Brainer Warren Buffett Stocks to Buy Right Now\n",
      "[Summary]: People widely consider Warren Buffett the greatest investor of all time.  Such fame means that people eagerly await Berkshire Hathaway's quarterly 13F filing showing what Buffett's holding company has bought and sold over the past three months.  Berkshire's latest 13F disclosure is in, and Buffett was again active.\n",
      "\n",
      "[Headline]: Apple: Overvalued In A Late Cycle Economy\n",
      "[Summary]: Apple's recent earnings were overall resilient but showed low growth heading into a potential recession. Read more about AAPL stock outlook here.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for AAPL. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AAPL stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Apple's new features for assistive technology are expected to be launched later this year, which aligns with the company's commitment to inclusivity and developing products that make a \"real impact\" for everyone.\n",
      "2. Warren Buffett, a renowned investor, is holding Apple stock and has been active in recent 13F disclosures.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Apple's recent earnings showed low growth, which could indicate potential difficulties in the future.\n",
      "2. Apple's stock is considered overvalued in a late cycle economy, which could impact its future performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the potential concerns, Apple's new features for assistive technology could drive significant growth in the coming weeks. The company's commitment to inclusivity and innovation could positively impact its stock price, especially given the growing demand for assistive technology. Moreover, Warren Buffett's continued investment in Apple could also provide a boost to the stock.\n",
      "\n",
      "However, the concerns about Apple's recent earnings and the potential recession in the economy could also have a negative impact on the stock price. The company's recent growth was low, and this could indicate potential difficulties in the future. Additionally, the perception of Apple's stock being overvalued could also weigh on its stock price.\n",
      "\n",
      "Overall, while there are some concerns, the positive developments outweigh them, and therefore, I predict a modest increase of 2-3% in Apple's stock price for the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Apple Inc announced the introduction of new software features enhancing accessibility for differently-abled users, showcasing the company's commitment to inclusivity and development of products that are impactful to all types of users. This move is likely to expand Apple's user base and strengthen its brand loyalty.\n",
      "2. Notable investor Warren Buffett is achieving considerable returns on his investment in Apple. Considering Warren Buffett's reputation for successful long-term investments, his seeming confidence in Apple could potentially attract other investors to the company.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The apparent skeptical outlook towards Apple's upcoming product, linking it with a history of unsuccessful alternative reality devices from Big Tech companies, could potentially usher in a wave of skepticism among the media and investors. \n",
      "2. The analysis suggesting that Apple, despite showing resilience, had low growth heading into a potential downturn is a concern. This may potentially affect the investor sentiment negatively.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: The upcoming week could see a small upward movement of about 0-1% in AAPL's stock price. This is due to the positive impact of the new assistive technology which is expected to enhance product accessibility and expand Apple’s potential user base. The company's resilience and steady dividends particularly piquing the interest of esteemed investors like Warren Buffet might induce positive market sentiment. \n",
      "\n",
      "However, the concerns raised about the growth potential and the company's new product could slow down the surge, although a minor increment is expected considering the overall positive developments. As Apple continually pushes for innovation, a new product's release, if managed successfully, might help improve the company’s long-term growth prospects and mitigate these concerns. In the short term, however, the stock is expected to experience slight upward movement notwithstanding these concerns.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Apple Inc is a leading entity in the Technology sector. Incorporated and publicly traded since 1980-12-12, the company has established its reputation as one of the key players in the market. As of today, Apple Inc has a market capitalization of 2694403.68 in USD, with 15634.23 shares outstanding.\n",
      "\n",
      "Apple Inc operates primarily in the US, trading under the ticker AAPL on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, AAPL's stock price increased from 169.22 to 173.10. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Apple Gains on Record Services Revenue, $90 Billion Stock Buyback\n",
      "[Summary]: Apple shares gained after a strong second-quarter earnings report, with a March record for iPhone sales, an all-time high for services revenue and a $90 billion stock buyback.\n",
      "\n",
      "[Headline]: Apple’s iPhone Bounces Back, Helping Sales Top Estimates\n",
      "[Summary]: (Bloomberg) -- Sales of Apple Inc.’s iPhone rebounded last quarter, helping the world’s most valuable company top earnings estimates and weather an industrywide downturn that has battered much of its product lineup.Most Read from BloombergChina Takes the Yuan Global in Bid to Repel a Weaponized DollarTD, First Horizon End $13 Billion Merger as Regulators StallZelenskiy Denies Ukraine Sent Drones to Hit Putin, KremlinBank Drama Rages On; Apple Climbs in Late Trading: Markets WrapPeter Thiel Says\n",
      "\n",
      "[Headline]: This Top Tech Company's Quarterly Results Were Better Than Feared\n",
      "[Summary]: March quarter results at Action Alerts PLUS holding Apple  topped revenue and EPS expectations led by stronger than expected iPhone results, which offset modest misses relative to consensus forecasts for its Mac, iPad, and Services businesses.  Unlike the reports we have seen from Samsung, Qualcomm  and others, Apple's iPhone revenue rose to $51.3 billion in the March quarter, besting the $49.2 billion consensus, and up from $50.57 billion last year.  As expected, Apple benefitted from the reopening of China from both a demand and production perspective and shared it sees the iPhone business flattish in the current quarter.\n",
      "\n",
      "[Headline]: Raymond James Maintains Apple (AAPL) Outperform Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: 1 Semiconductor Stock That Could Join Apple, Microsoft, Amazon, and Alphabet in the $1 Trillion Club\n",
      "[Summary]: United States Steel became the world's first $1 billion company in 1901, and it took a full 117 years before Apple was crowned the first-ever $1 trillion company in 2018.  It remains an incredibly rare achievement -- Apple is one of only five companies globally with a valuation exceeding $1 trillion.  The other four are Microsoft, Amazon, Google parent Alphabet, and oil giant Saudi Aramco.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, AAPL's stock price decreased from 173.10 to 172.34. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: GM hires ex-Apple exec to lead new software unit\n",
      "[Summary]: Software, specifically monetizing it, is a major focus for automakers such as GM, as it eyes recurring revenue opportunities. \n",
      "\n",
      "[Headline]: Apple Is Now the Only Major Phone Brand Without a Foldable Model\n",
      "[Summary]: (Bloomberg) -- Apple Inc. is now alone among global smartphone brands without a foldable device in its portfolio, putting it on the sidelines of a trend that promises to generate tens of billions of dollars in coming years.Most Read from BloombergSteve Schwarzman Holds Off Giving Money to DeSantis After Meeting HimUS Inflation Shows Signs of Moderating, Giving Fed Room to PauseItaly Intends to Exit China Belt and Road Pact as Ties SourTreasuries Advance After CPI; Stocks Edge Higher: Markets Wra\n",
      "\n",
      "[Headline]: Japan's Sharp tumbles to $1.9 billion loss on hefty writedown\n",
      "[Summary]: Sharp Corp, the Japanese electronics maker owned by Taiwan's Foxconn, posted on Thursday a full-year loss of $1.9 billion after writing down the value of its panel display business and a swathe of other assets.\n",
      "\n",
      "[Headline]: UPDATE 2-Italy's antitrust watchdog probes Apple over alleged app market abuse\n",
      "[Summary]: Italy's antitrust agency AGCM said on Thursday it had opened a probe into U.S. technology giant Apple Inc for alleged abuse of its dominant position in the apps market.  The watchdog said Apple penalised third-party app developers by imposing \"a more restrictive privacy policy\" than it applies to itself, from April 2021.  Furthermore, external app developers are disadvantaged \"in terms of the quality of the data made available by Apple,\" the AGCM said in its statement.\n",
      "\n",
      "[Headline]: The Chart Master: Comparing Apple, Amazon, Alphabet, and Microsoft as Big Tech bounces back\n",
      "[Summary]: Carter Worth, Worth Charting, joins 'Fast Money' to discuss Big Tech's ongoing rally and where investors should be looking long-term in the sector.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, AAPL's stock price increased from 172.34 to 174.92. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 20 AI stocks expected to post the highest compound annual sales growth through 2025\n",
      "[Summary]: AI is \"the next new thing\" in tech, but unlike other investment fads, this one seems likely to have staying power as it transforms many industries.\n",
      "\n",
      "[Headline]: Top-Performing Fund Manager Bets on AI, Cloud Tech; Shuns Apple\n",
      "[Summary]: (Bloomberg) -- If you want to catch the brisk recovery rally in tech stocks this year, you’d better buy shares exposed to artificial intelligence, such as Nvidia Corp., or cloud computing and avoid the popular behemoths like Apple Inc., Google-parent Alphabet Inc. and Meta Platforms Inc.Most Read from BloombergHere’s How Much Wealth You Need to Join the Richest 1% GloballySingapore Air Hands Staff Eight Months’ Salary Bonus After Record ResultsMercedes Sets Out to Make Sexy Vans With Yacht-Like\n",
      "\n",
      "[Headline]: Artificial Intelligence Investing Hype Needs A Reality Check\n",
      "[Summary]: The 2000s saw big gains in tech-driven labor productivity and steep losses for tech investors. Read more here.\n",
      "\n",
      "[Headline]: QQQ: Trading Legend Tom DeMark Sees NASDAQ 100 Nearing Exhaustion, And We Agree\n",
      "[Summary]: Tom DeMark says he sees signs that the NASDAQ 100 is nearing exhaustion. Learn why the Treasury General Account is nearly exhausted.\n",
      "\n",
      "[Headline]: Apple Users Can 'Talk' To ChatGPT Using New App. Here's What You Can Do With It.\n",
      "[Summary]: OpenAI's new ChatGPT app for Apple's iOS will allow users to use the chatbot \"on the go,\" give it voice commands and receive ad-free recommendations.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, AAPL's stock price increased from 174.92 to 175.19. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 'Apple's in control of its own destiny', says Jim Cramer on Apple's market resilience\n",
      "[Summary]: 'Mad Money' host Jim Cramer discusses Apple's recent performance and its ability to weather difficult market conditions.\n",
      "\n",
      "[Headline]: Why a Meta-Magic Leap partnership makes sense – and may or (may not) be all about Apple\n",
      "[Summary]: Meta (META) is reportedly in talks with augmented reality (AR) headset maker Magic Leap to license its tech. It's a deal that would make a lot of sense, as the possible drop of Apple's (AAPL) mixed reality headset draws nearer.\n",
      "\n",
      "[Headline]: Biden administration urges Supreme Court not to hear Apple-Caltech patent case\n",
      "[Summary]: The U.S. solicitor general on Tuesday urged the U.S. Supreme Court to reject an appeal by Apple Inc and Broadcom Inc stemming from their $1.1 billion trial loss to the California Institute of Technology in a patent infringement case.\n",
      "\n",
      "[Headline]: China's Apple loss is India's gain, as 2022 supplier list shows shift in supply chain preferences\n",
      "[Summary]: Apple added five new mainland Chinese suppliers while removing eight in mainland China in its latest financial year ended September 2022, after China's strict Covid-19 controls disrupted iPhone production last holiday season, according to the latest supplier list published by the US consumer electronics giant. Globally, Apple added 18 new suppliers while cutting 19, resulting in a small adjustment in its supply chain, but one that has made India a clear winner. The number of Apple production sit\n",
      "\n",
      "[Headline]: Warren Buffett Just Bought More Apple Shares. Should You?\n",
      "[Summary]: If you look at Warren Buffett's Berkshire Hathaway, you can see a clear preference for one company: Apple (NASDAQ: AAPL).  Berkshire's stake in the company is worth over $156 billion -- an incredible 47% of its investment portfolio.  With Berkshire's $700 billion market cap, it's not unfair to say that over a fifth of the company is Apple.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for AAPL. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the AAPL stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Apple's iPhone business is growing, with a rise in sales from the second quarter, beating expectations.\n",
      "2. Apple is expanding its production sites in India, which could help the company diversify its supply chain and reduce its reliance on China.\n",
      "3. Apple has added five new suppliers in mainland China and removed eight, indicating a shift in supply chain preferences.\n",
      "4. Apple's market resilience has been highlighted by Jim Cramer, suggesting that the company is in control of its own destiny.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Apple is the only major phone brand without a foldable device, which could be a drawback in the trend of generating tens of billions of dollars in coming years.\n",
      "2. Apple is facing an antitrust investigation in Italy over alleged abuse of its dominant position in the apps market.\n",
      "3. The company is facing a potential lawsuit from the U.S. Supreme Court over a patent infringement case.\n",
      "4. The company is facing a potential challenge from Meta, which is reportedly in talks to license its AR technology to Apple's competitors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite some potential concerns, the positive developments seem to outweigh them. Apple's resilience in the face of market conditions, as well as its growth in sales and expansion of its production sites, suggest a strong performance in the short term. The absence of a foldable device may be a minor drawback, as it is a trend that is still in its early stages. However, Apple's ability to adapt and expand its supply chain, as well as its market resilience, suggests that it is well-positioned to weather any potential challenges. Therefore, I predict a minor increase in Apple's stock price of around 0-1% for the week of 2023-05-28 to 2023-06-04.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Apple posted a strong second-quarter earnings report, including a record in services revenue and high iPhone sales.\n",
      "2. Warren Buffett's Berkshire Hathaway purchased more Apple shares, which could boost investor confidence.\n",
      "3. Apple production sites in India increased, suggesting a diversification and possibly fortification of their supply chain. \n",
      "4. Analysts and investors maintain a positive outlook on the stock, with Raymond James maintaining an outperform recommendation.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Italy's antitrust agency has opened a probe into Apple for alleged abusive behavior in the app market, which may result in legal and financial issues.\n",
      "2. Apple is now the only major phone brand without a foldable model, potentially overlooking a trend that could generate significant revenue. \n",
      "3. A key person has been hired away by GM, which could potentially affect Apple's strategic developments. \n",
      "4. Despite AI being considered \"the next big thing,\" Apple was overlooked by a top-performing fund manager in favor of other companies with more exposure to artificial intelligence and cloud technology.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite potential concerns, Apple continues to post strong financial results, maintains high investor confidence, and diversifies its supply chain. Furthermore, a high number of factors are in favor of Apple seeing a rebound, most notably the strong second-quarter earnings report, heightened confidence from Berkshire Hathaway's increased stake, and the maintaining of outperform recommendations from financial analysts. Overall, while the concerns noted should not be overlooked, it's quite likely that Apple's strengths will lead to a 1-2% increase in their stock price for the week of May 28 to June 4, 2023.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Boeing Co is a leading entity in the Aerospace & Defense sector. Incorporated and publicly traded since 1934-09-05, the company has established its reputation as one of the key players in the market. As of today, Boeing Co has a market capitalization of 114159.13 in USD, with 603.20 shares outstanding.\n",
      "\n",
      "Boeing Co operates primarily in the US, trading under the ticker BA on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Aerospace & Defense space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, BA's stock price increased from 198.34 to 200.70. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: UPDATE 1-Ryanair close to placing major Boeing order -sources\n",
      "[Summary]: Ryanair is close to signing a major new aircraft order with Boeing, two people familiar with the matter said on Monday.  The multi-billion-dollar deal for a three-digit quantity of 737 MAX jets could be announced as early as Tuesday, they added, asking not to be named.  Boeing and Ryanair declined to comment.\n",
      "\n",
      "[Headline]: Ryanair to buy up to $40bn worth of Boeing aircraft and create 10,000 jobs\n",
      "[Summary]: Irish low-cost carrier Ryanair has struck a multibillion-dollar deal to buy up to 300 Boeing aircraft, signalling a big expansion of its fleet in the latest sign of the travel industry’s revival.  The deal will allow Ryanair to create more than 10,000 new jobs for pilots, cabin crew and engineers, and will facilitate traffic growth of 80 per cent, rising from 168mn passengers at the end of March this year to 300mn by March 2034.\n",
      "\n",
      "[Headline]: Airbus Jan-April deliveries fall 5%, regains lead over Boeing\n",
      "[Summary]: Airbus delivered 54 airplanes in April, bringing its total for the year to 181, down 5% from the same period a year ago but enough to re-establish an industrial lead over U.S. rival Boeing, company data showed on Tuesday.  Boeing, which had pulled ahead of Airbus on deliveries amid supply snags in the first quarter, said earlier it had delivered 156 planes and won 154 gross orders in the first four months.  Boeing's net orders after cancellations and conversions, which are comparable to Airbus net orders, stood at 69 aircraft so far this year.\n",
      "\n",
      "[Headline]: US STOCKS-Major US indexes close lower as focus shifts to inflation data, debt talks\n",
      "[Summary]: Major U.S. stock indexes closed lower on Tuesday as investors grew more cautious ahead of a U.S. consumer price index report and a meeting between U.S. political leaders to discuss the debt ceiling.  Investors will look for clues on whether inflation is continuing to ease following the Labor Department's consumer price index (CPI) report on Wednesday.  Talks over the U.S. debt ceiling are adding to caution in the market as traders were also waiting for an update on plans for the debt ceiling from a meeting between U.S. President Joe Biden, Republican House Speaker Kevin McCarthy and other congressional leaders at the White House.\n",
      "\n",
      "[Headline]: BAE Systems rises Friday, outperforms market\n",
      "[Summary]: BAE Systems PLC shares inched up 0.61% to £9.88 Friday, on what proved to be an all-around positive trading session for the stock market, with the FTSE 100...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, BA's stock price increased from 200.70 to 205.49. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Top Analyst Reports for Visa, Pfizer & SAP\n",
      "[Summary]: Today's Research Daily features new research reports on 16 major stocks, including Visa Inc. (V), Pfizer Inc. (PFE) and SAP SE (SAP).\n",
      "\n",
      "[Headline]: Southwest Airlines Trades a Pilot Problem for a Bigger Issue\n",
      "[Summary]: It's not great news for passengers, especially as Delta, JetBlue and United Airlines have cut their summer schedules.\n",
      "\n",
      "[Headline]: Q4 2023 Triumph Group Inc Earnings Call\n",
      "[Summary]: Q4 2023 Triumph Group Inc Earnings Call\n",
      "\n",
      "[Headline]: UPDATE 2-U.S. Air Force to award sixth-generation fighter contract in 2024\n",
      "[Summary]: The U.S. Air Force intends to award a contract in 2024 for its sixth-generation fighter jet as it races to retain its edge against rapid advances in Chinese military technology, the service said on Thursday.  Lockheed Martin Corp, Boeing Co and Northrop Grumman Corp are expected to compete for the Next Generation Air Dominance program, which will replace Lockheed's F-22 Raptor with a fighter built to battle alongside drones.  Boeing, Lockheed and Northrop did not immediately respond to requests for comment.\n",
      "\n",
      "[Headline]: Are Investors Undervaluing The Boeing Company (NYSE:BA) By 40%?\n",
      "[Summary]: Key Insights Using the 2 Stage Free Cash Flow to Equity, Boeing fair value estimate is US$341 Current share price of...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for BA. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the BA stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Ryanair has announced a major deal with Boeing, signaling a significant expansion of its fleet and potential job creation.\n",
      "2. Boeing has maintained a strong lead over Airbus in terms of net orders after cancellations and conversions.\n",
      "3. The U.S. Air Force intends to award a contract in 2024 for its sixth-generation fighter jet, which could provide a significant boost to Boeing's defense business.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The U.S. stock market has been experiencing caution ahead of U.S. consumer price index report and talks over the U.S. debt ceiling, which could impact Boeing's stock price.\n",
      "2. Investors are undervaluing Boeing's stock by 40%, suggesting that the stock may be underpriced.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Given the positive developments, it's likely that Boeing's stock price will continue to rise. However, the potential concerns could potentially negate this growth. The U.S. stock market's current caution and the undervaluing of Boeing's stock by 40% suggest that investors may be hesitant to invest in the stock. Additionally, the ongoing debt ceiling talks and potential inflation concerns could also negatively impact Boeing's stock price.\n",
      "\n",
      "Taking into account these factors, it's predicted that Boeing's stock price could potentially decrease by 1-2% in the upcoming week. However, the company's strong order book and its position in the competitive aerospace and defense sector suggest that it may be able to weather these concerns and maintain a steady stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Potential major aircraft order from Ryanair could drive substantial revenue growth for Boeing in the foreseeable future.  \n",
      "2. Ryanair's multibillion-dollar deal to buy up to 300 Boeing aircraft indicates a strong demand for Boeing's products, signaling an expansion and job growth.\n",
      "3. The U.S. Air Force's plan to award a sixth-generation fighter contract in 2024 presents a potential growth avenue for Boeing.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Airbus regaining the lead over Boeing in number of aircraft deliveries might signal market share loss for Boeing, which may affect its profitability in the near term.\n",
      "2. Potential inflation following the U.S. consumer price index report could affect Boeing's operational costs.\n",
      "3. Rapid advances in Chinese military technology present formidable competition to Boeing’s dominant position in the Aerospace & Defense sector.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: While Boeing demonstrated a strong growth potential, the potential concerns, including elevated competition and possible inflation, may exert downward pressure on BA's stock price in the short term. The possibility of Airbus regaining prominence poses a viable threat to Boeing's market share. Furthermore, increasing operational costs due to potential inflation could negatively impact Boeing's profitability margins, which could lead to a muted response from the market. Hence, there’s potential for the stock price to marginally decline by about 0-1% next week (2023-05-21 to 2023-05-28). Notwithstanding, the long-term outlook remains positive with the anticipated Ryanair order and potential U.S. Air Force contract.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Boeing Co is a leading entity in the Aerospace & Defense sector. Incorporated and publicly traded since 1934-09-05, the company has established its reputation as one of the key players in the market. As of today, Boeing Co has a market capitalization of 114159.13 in USD, with 603.20 shares outstanding.\n",
      "\n",
      "Boeing Co operates primarily in the US, trading under the ticker BA on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Aerospace & Defense space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, BA's stock price decreased from 206.78 to 198.34. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 18: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 18 with better than 10% short-term upside, ETF updates and two Dow 30 Picks. Average cumulative returns for 2023 are +58.9% YTD.\n",
      "\n",
      "[Headline]: Boeing Co. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of Boeing Co. slipped 0.30% to $203.25 Tuesday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: BAE Systems rises Wednesday, outperforms market\n",
      "[Summary]: BAE Systems PLC shares inched up 0.44% to £10.20 Wednesday, on what proved to be an all-around positive trading session for the stock market, with the FTSE...\n",
      "\n",
      "[Headline]: Walt Disney, Boeing share losses contribute to Dow's 386-point drop\n",
      "[Summary]: The Dow Jones Industrial Average is in a selloff Thursday morning with shares of Walt Disney and Boeing facing the biggest drops for the blue-chip average....\n",
      "\n",
      "[Headline]: Jim Cramer breaks down the four hurdles the stock market must clear to stay on track\n",
      "[Summary]: 'Mad Money' host Jim Cramer discusses upcoming hurdles for the stock market and what needs to happen to keep markets on track.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, BA's stock price increased from 198.34 to 200.70. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Ryanair Places Its Biggest Boeing Order for up to 300 737 MAX Jets\n",
      "[Summary]: Boeing [NYSE: BA] and Ryanair announced Europe's leading low-cost airline has selected the largest 737 MAX model to power its future growth with an order for up to 300 airplanes. The purchase agreement is the biggest in Ryanair's history and includes a firm order for 150 737-10 jets and options for 150 more.\n",
      "\n",
      "[Headline]: Ryanair to order between 150 and 300 Boeing 737 Max jets\n",
      "[Summary]: Ryanair will order 150 Boeing 737 Max planes with an option for 150 more, marking the biggest aircraft purchase in the Irish airline's history and a boost for Boeing.  At Boeing's list prices, the deal would be worth more than $40 billion if Ryanair exercises all the options, but airlines routinely get deep discounts.  Ryanair CEO Michael O’Leary said Tuesday that the planes will replace some of the airline's older Boeing jets and provide room for growth.\n",
      "\n",
      "[Headline]: Boeing Jumps on $40B 737 Max Order; Ryanair Bets Big on Postpandemic Travel\n",
      "[Summary]: Ryanair said the record deal will enable it to 'deliver sustained traffic and tourism growth at lower fares' across its European market.\n",
      "\n",
      "[Headline]: Equities Fall With Focus on Inflation, Debt Ceiling\n",
      "[Summary]: Markets fell on May 9, 2023, as discussions over lifting the U.S. debt ceiling took place and ahead of fresh inflation numbers.\n",
      "\n",
      "[Headline]: FOCUS-Small aerospace suppliers press for better protections against rising costs\n",
      "[Summary]: The CEO of Canadian aerospace supplier Abipa International would not negotiate further when a potential customer recently pressed for additional price cuts on components used in areas like engines and landing gear.  That stance by CEO Jean Blondin is one that more and more of his peers in different countries are taking these days.  Drawing hard lines can be tough, however, when planemakers offer high order volumes.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, BA's stock price increased from 200.70 to 205.49. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Boeing Co. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of Boeing Co. dropped 0.94% to $200.87 Tuesday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Q4 2023 Triumph Group Inc Earnings Call\n",
      "[Summary]: Q4 2023 Triumph Group Inc Earnings Call\n",
      "\n",
      "[Headline]: BAE Systems rises Thursday, outperforms market\n",
      "[Summary]: BAE Systems PLC shares inched up 0.57% to £9.92 Thursday, on what proved to be an all-around positive trading session for the stock market, with the FTSE 100...\n",
      "\n",
      "[Headline]: Bombardier Partners With Rival General Dynamics to Go After Military Contract\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Are Investors Undervaluing The Boeing Company (NYSE:BA) By 40%?\n",
      "[Summary]: Key Insights Using the 2 Stage Free Cash Flow to Equity, Boeing fair value estimate is US$341 Current share price of...\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, BA's stock price decreased from 205.49 to 203.63. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: REFILE-Boeing does not expect all-new jets before mid-2030s\n",
      "[Summary]: Boeing Chief Executive Dave Calhoun on Tuesday said that planemakers were unlikely to introduce all-new jet designs before the mid-2030s, citing the pace of emerging propulsion and wing technology.\n",
      "\n",
      "[Headline]: UPDATE 2-Boeing CEO predicts supply chain pressure through 2024\n",
      "[Summary]: Boeing Chief Executive Dave Calhoun on Tuesday said it could take until the end of 2024 to iron out sector-wide supply chain problems that have hampered global jetliner production.  \"Priority one for the two airplane manufacturers is stability,\" Calhoun told the Qatar Economic Forum, referring to Boeing and its main European rival Airbus.  \"We have to resolve the supply chain issues and the surprise associated with it; and we have to resolve it sort of once and for all,\" Calhoun told the Bloomberg-organised event in Doha.\n",
      "\n",
      "[Headline]: Dow Jones Falls 225 Points Ahead Of Fed Minutes; Kohl's Soars 15% On Surprise Profit\n",
      "[Summary]: The Dow Jones Industrial Average fell 225 points Wednesday ahead of the Fed minutes from the latest policy meeting. Retailer Kohl's soared 15% on a surprise profit.\n",
      "\n",
      "[Headline]: Kaman Corporation: A High-Risk/High-Reward Turnaround Play\n",
      "[Summary]: Kaman Corporation's dividend is at risk as interest expenses skyrocketed in the past quarter. Find out why KAMN stock is a high-risk, high-reward turnaround play.\n",
      "\n",
      "[Headline]: Boeing says top-end of 2023 cash flow goal \"bit pressured\"\n",
      "[Summary]: Boeing Co's finance chief said on Thursday the top end of its full-year free cash flow forecast was a \"bit pressured\", in part due to supply-chain problems at its ailing defense business.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for BA. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the BA stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The order from Ryanair for 150-300 Boeing 737 Max jets is a significant boost for the company, as it is one of the biggest aircraft purchase in Ryanair's history. This will likely lead to increased demand for Boeing's products and a potential boost in revenue.\n",
      "2. The company's stock outperformed competitors despite losses on the day, indicating that investors have confidence in the company's ability to navigate market volatility.\n",
      "3. Boeing's CEO, Dave Calhoun, has expressed optimism about the company's supply chain issues and their potential resolution by the end of 2024. This could indicate that the company is making progress in addressing these issues, which could lead to improved operations and increased profitability.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's CEO has acknowledged that the top end of its full-year free cash flow forecast is \"bit pressured,\" which could indicate potential financial difficulties.\n",
      "2. The company's stock price has been experiencing some volatility, with a drop from 206.78 to 198.34 in the past week.\n",
      "3. The company has been facing supply chain problems, which could impact its ability to deliver on its commitments and potentially lead to financial losses.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Based on the recent developments and potential concerns, it is predicted that Boeing's stock price will decrease by 0-1% in the upcoming week. While the company's order from Ryanair is a positive development, the potential financial difficulties and supply chain issues could outweigh this. Additionally, the recent stock price volatility suggests that investors may be cautious about investing in the company at this time. However, it is important to note that these are just predictions and actual market conditions may differ.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company recently received a significant order from Ryanair for up to 300 737 MAX jets. This indicates the continued trust and reliance of airline companies on Boeing for their aircraft needs, promising steady demand for the near future.\n",
      "2. According to some analysts, Boeing’s stock (BA) may be undervalued by as much as 40%, suggesting that there is significant potential for the price to increase if/when the market corrects this undervaluation.\n",
      "3. Market performance has been positive overall, with Boeing's stock outperforming its competitors on multiple instances throughout the past weeks.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The CEO of Boeing has announced that it could take until the end of 2024 to resolve the supply-chain problems that have been hampering global jetliner production. This indicates the potential for continued operational and financial difficulties over the medium term.\n",
      "2. Boeing's announcement that the top end of its full-year free cash flow forecast may be \"a bit pressured,\" largely due to supply chain issues in its defense business. This could lead to financial instability and could negatively affect the stock price if the situation does not improve.\n",
      "3. The company's CFO has stated that new jet designs are not expected before mid-2030s, which points to potential stagnation in innovation and product development, possibly hindering long-term competitiveness.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: The recent uncertainties and potential concerns surrounding the company provide a lot of downward pressure on the stock price. The order from Ryanair and the perceived undervaluation of the stock, however, provide potential upward momentum. Given the balance between these factors, a moderate increase of 0-1% in the coming week seems plausible. This prediction is also consistent with the general upward trend seen in the stock's performance over the past weeks, taking into account occasional setbacks. The upcoming week's performance will largely depend on whether the positive sentiments due to recent orders can outweigh the concerns over supply chain issues and potentially delayed innovation.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Caterpillar Inc is a leading entity in the Machinery sector. Incorporated and publicly traded since 1929-12-02, the company has established its reputation as one of the key players in the market. As of today, Caterpillar Inc has a market capitalization of 116730.95 in USD, with 510.14 shares outstanding.\n",
      "\n",
      "Caterpillar Inc operates primarily in the US, trading under the ticker CAT on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Machinery space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CAT's stock price decreased from 212.93 to 207.44. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 12 Undervalued Dividend Aristocrats To Buy According to Analysts\n",
      "[Summary]: In this article, we discuss 12 undervalued dividend stocks to buy according to analysts. You can skip our detailed analysis of dividend stocks and their performance over the years, and go directly to read 5 Undervalued Dividend Aristocrats To Buy According to Analysts. Dividend aristocrats are the companies in the S&P 500 that have raised […]\n",
      "\n",
      "[Headline]: Is It Time to Buy the Dow Jones' 3 Worst-Performing April Stocks?\n",
      "[Summary]: The Dow Jones Industrial Average (DJINDICES: ^DJI) may have logged a 2.5% gain last month, but that doesn't mean all 30 of its components followed suit.  With that as the backdrop, here's a closer look at the Dow's biggest losers from April, and some thoughts regarding their attractiveness in the wake of their sell-offs.  Last month's biggest losers among the Dow's components were Caterpillar (NYSE: CAT), Intel (NASDAQ: INTC), and Cisco Systems (NASDAQ: CSCO), which fell 4.4%, 4.9%, and 9.6%, respectively.\n",
      "\n",
      "[Headline]: Caterpillar Inc. stock falls Thursday, underperforms market\n",
      "[Summary]: Shares of Caterpillar Inc. slid 1.47% to $210.03 Thursday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Caterpillar, Home Depot share gains lead Dow's 85-point jump\n",
      "[Summary]: Shares of Caterpillar and Home Depot are seeing strong returns Friday morning, sending the Dow Jones Industrial Average into positive territory. Shares of...\n",
      "\n",
      "[Headline]: Caterpillar is Showcasing Products and Services that Help Build America's Infrastructure on the National Mall\n",
      "[Summary]: Caterpillar Inc. (NYSE: CAT) is bringing its iconic yellow iron to the Celebration of Construction on the National Mall to showcase innovative products, technology and services helping its customers build the nation's – and the world's – infrastructure. Caterpillar customers construct the roads, bridges, seaports and runways that connect people to jobs, opportunities and one another.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CAT's stock price increased from 207.44 to 212.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Caterpillar Inc. stock outperforms market on strong trading day\n",
      "[Summary]: Shares of Caterpillar Inc. inched 0.84% higher to $211.29 Monday, on what proved to be an all-around positive trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: Caterpillar Inc. (CAT) Is a Trending Stock: Facts to Know Before Betting on It\n",
      "[Summary]: Recently, Zacks.com users have been paying close attention to Caterpillar (CAT). This makes it worthwhile to examine what the stock has in store.\n",
      "\n",
      "[Headline]: Selecting Dividend Aristocrats Using SCHD Methodology - May Update\n",
      "[Summary]: I propose leveraging the stock selection criteria from SCHD's underlying index to build a portfolio with a subset of Dividend Aristocrats. Learn more here.\n",
      "\n",
      "[Headline]: 7 High-Quality Dow Stocks to Buy on the Dip\n",
      "[Summary]: If you’re looking to build a portfolio of high-quality blue chip stocks, Dow stocks should be at or near the top of your list. These stocks, aka the components of the Dow Jones Industrial Average (or DJIA), represent 30 of America’s largest, most venerable companies, across multiple sectors. There are a total of 30 Dow components, but instead of buying the whole bunch, you may want to focus on what could be some of the strongest individual opportunities within the index. While few stocks that ma\n",
      "\n",
      "[Headline]: Deere Earnings To Offer A Checkup On The Farm Economy\n",
      "[Summary]: Deere (DE) prepares to report earnings for its fiscal second quarter early Friday amid worries about farm prices and economic growth. DE stock eked out a gain Thursday but remains below key technical levels. The maker of iconic green-and-yellow agricultural equipment is regarded as a bellwether for the farm economy. Deere also makes heavy machinery for the construction and forestry...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for CAT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CAT stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Caterpillar Inc. is gaining attention as a strong dividend stock, with analysts suggesting it as a good investment opportunity.\n",
      "2. The company has been showcasing its products and services in the National Mall, highlighting its role in building America's infrastructure.\n",
      "3. The company's stock has outperformed the market on several occasions, suggesting a strong demand for its shares.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Caterpillar's stock has been experiencing a downward trend in recent weeks, with a significant decrease in the stock price from 212.93 to 207.44.\n",
      "2. The company's stock has underperformed the market, indicating potential weakness in its performance.\n",
      "3. The company's stock is being compared to other Dow Jones components, indicating potential competition.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Despite the positive developments, the recent trend of Caterpillar's stock price decrease and underperformance against the market may indicate potential concerns for investors. The company's stock has been experiencing a downward trend, and this could continue in the short term. Additionally, the comparison with other Dow Jones components may put pressure on Caterpillar's stock price.\n",
      "\n",
      "Given these factors, it is predicted that Caterpillar's stock price may decrease by 3-4% in the upcoming week. However, the company's strong dividend yield and role in building America's infrastructure could attract investors in the long term. It is essential to monitor the company's performance closely and adjust the prediction accordingly.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Analysts have identified Caterpillar Inc. as one of the 12 undervalued dividend aristocrats, indicating a strong potential for growth and increased share value.\n",
      "2. Caterpillar gained substantial visibility through the Celebration of Construction on the National Mall, showcasing its innovative products and services, and further solidifying its reputation in the industry.\n",
      "3. The company's stock experienced a rally during the week of May 14th to May 21st, increasing from 207.44 to 212.62, signaling a positive market sentiment.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Caterpillar was one of Dow Jones' three worst-performing stocks in April, which may worry potential investors and could lead to faltered confidence in the stock.\n",
      "2. The rough trading session experienced on a certain Thursday where Caterpillar underperformed the market raises concerns about its market resilience.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Based on recent developments and potential concerns, I predict Caterpillar's stock price may experience a slight downward trend, possibly dipping by 1-2% in the upcoming week. This is primarily because of the recent volatility Caterpillar experienced, along with the lingering negativity from its performance in April which may still impact investor sentiment. Furthermore, the overall market uncertainty in the machinery sector, as exemplified by similar companies such as Deere struggling with farm prices and economic growth, could also contribute to the slight downturn predicted for Caterpillar. However, this dip is seen as a minor adjustment following the recent price increase and the company's overall strong performance and growth potential.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Caterpillar Inc is a leading entity in the Machinery sector. Incorporated and publicly traded since 1929-12-02, the company has established its reputation as one of the key players in the market. As of today, Caterpillar Inc has a market capitalization of 116730.95 in USD, with 510.14 shares outstanding.\n",
      "\n",
      "Caterpillar Inc operates primarily in the US, trading under the ticker CAT on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Machinery space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, CAT's stock price decreased from 216.60 to 212.93. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Why Caterpillar (CAT) is a Great Dividend Stock Right Now\n",
      "[Summary]: Dividends are one of the best benefits to being a shareholder, but finding a great dividend stock is no easy task. Does Caterpillar (CAT) have what it takes? Let's find out.\n",
      "\n",
      "[Headline]: Stifel Maintains Caterpillar (CAT) Buy Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: 7 Meme Stocks That Investors Can Actually Trust\n",
      "[Summary]: While investment ideas derived from social media platforms tend to have a high-risk reputation, some of the best meme stocks to buy present rather sensible profiles. In other words, you can envision a typical financial advisor speaking well of these enterprises. This just proves that you can’t judge a book by its cover. Another reason to consider meme stocks with fundamentals centers on the broader enthusiasm of the retail investor community. Prior to the Covid-19 pandemic, financial advisors be\n",
      "\n",
      "[Headline]: Best Dividend Stock to Buy: Coca-Cola vs. Raytheon vs. Caterpillar\n",
      "[Summary]: Coca-Cola (NYSE: KO), Raytheon (NYSE: RTX), and Caterpillar (NYSE: CAT) are experiencing a burst in revenue. Fool.com contributor and finance professor Parkev Tatevosian compares the three dividend stocks and picks his favorite to buy now.\n",
      "\n",
      "[Headline]: Machinery Maker CNH Dropped After Record Results. It’s a Troubling Pattern.\n",
      "[Summary]: For now, results of cyclical companies such as CNH, Caterpillar, and Deere don't matter as much as economic trends that could send the U.S. economy into a...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CAT's stock price decreased from 212.93 to 207.44. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Caterpillar Inc. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Caterpillar Inc. slid 0.15% to $213.17 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Caterpillar: Future Consolidations Are Likely (Technical Analysis)\n",
      "[Summary]: In this article, the financial performance of Caterpillar for 2022 is examined. Click to read my analysis of CAT stock.\n",
      "\n",
      "[Headline]: Century Aluminum's (CENX) Q1 Earnings & Sales Beat Estimates\n",
      "[Summary]: Unrealized losses on derivatives and curtailment costs relating to the Hawesville plant hurt the Q1 results of Century Aluminum (CENX).\n",
      "\n",
      "[Headline]: 7 Dividend Stocks to Buy as Oil Prices Soar in 2023\n",
      "[Summary]: At first glance, the idea of dividend stocks to buy as oil prices soar seems incredibly contrarian. Although the alliance between the Organization of the Petroleum Exporting Countries (OPEC) and non-member oil-producing nations — known as OPEC+ — in early April sparked initial fears because of their surprise production cuts, prices have been relatively muted. Nevertheless, forward-looking investors should keep the best dividend stocks for oil price surges in mind. As CNBC pointed out when interv\n",
      "\n",
      "[Headline]: Unusual Call Option Trade in Caterpillar (CAT)  Worth $2,239.69K\n",
      "[Summary]: \n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CAT's stock price increased from 207.44 to 212.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Caterpillar Inc. (CAT) Is a Trending Stock: Facts to Know Before Betting on It\n",
      "[Summary]: Recently, Zacks.com users have been paying close attention to Caterpillar (CAT). This makes it worthwhile to examine what the stock has in store.\n",
      "\n",
      "[Headline]: Caterpillar Inc. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Caterpillar Inc. slid 1.94% to $207.20 Tuesday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Caterpillar Inc. stock rises Wednesday, outperforms market\n",
      "[Summary]: Shares of Caterpillar Inc. advanced 2.36% to $212.10 Wednesday, on what proved to be an all-around favorable trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: 7 High-Quality Dow Stocks to Buy on the Dip\n",
      "[Summary]: If you’re looking to build a portfolio of high-quality blue chip stocks, Dow stocks should be at or near the top of your list. These stocks, aka the components of the Dow Jones Industrial Average (or DJIA), represent 30 of America’s largest, most venerable companies, across multiple sectors. There are a total of 30 Dow components, but instead of buying the whole bunch, you may want to focus on what could be some of the strongest individual opportunities within the index. While few stocks that ma\n",
      "\n",
      "[Headline]: Zacks.com featured highlights include The Chef's Warehouse, Tecnoglass and Caterpillar Holdings\n",
      "[Summary]: The Chef's Warehouse, Tecnoglass and Caterpillar Holdings are part of the Zacks Screen of the Week article.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, CAT's stock price decreased from 212.62 to 209.67. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 7 Meme Stocks to Buy Before They Soar to New Heights in 2023\n",
      "[Summary]: Memes are simply images and videos with humorous text included that tend to spread rapidly across the internet. Combine them with stocks and you get wallstreetbets. That’s where the majority of meme stock information is communicated. For an easier-to-navigate listing of meme stocks investors can go here. That’s where all of the companies discussed below were found. These shares are not risky overall despite the reputation that investing in meme stocks may have. There are a few bets to be sure. B\n",
      "\n",
      "[Headline]: How I Built A $10 Million Dividend Portfolio With 13 World-Beater Blue Chips\n",
      "[Summary]: The debt ceiling crisis and the 2023 recession have created one of the craziest markets I and many investors have ever seen. Click here for the opportunities I see.\n",
      "\n",
      "[Headline]: Caterpillar Is Digging Up Cash For Its Shareholders\n",
      "[Summary]: Caterpillar will soon have paid investors a higher dividend for 30 years. Click here to see why I think CAT stock is a compelling Buy.\n",
      "\n",
      "[Headline]: 14 Best Industrial Stocks to Buy According to Hedge Funds\n",
      "[Summary]: In this article, we will be taking a look at the 14 best industrial stocks to buy according to hedge funds. To skip our analysis of the industrials sector, you can go directly to see the 5 Best Industrial Stocks to Buy According to Hedge Funds. According to McKinsey, key players in the industrials sector […]\n",
      "\n",
      "[Headline]: June MDA Breakout Stocks/ETFs Week 22 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 22 with better than 10% short-term upside, ETF updates and one Dow 30 pick. Read more to see my full week 22 update.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for CAT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CAT stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Caterpillar has been considered a dividend stock with a strong potential for growth, making it a popular choice for investors.\n",
      "2. CAT has been featured in several articles highlighting its strong financial performance, indicating that it is a company with a robust financial position.\n",
      "3. The company's stock has been showing consistent growth, with a slight increase in the past week.\n",
      "4. CAT has been identified as one of the best industrial stocks to invest in by hedge funds.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock has been showing a downward trend in the recent past, with a slight decrease in the past week.\n",
      "2. There are concerns about the cyclical nature of Caterpillar's business, which could be impacted by economic trends that could send the US economy into a recession.\n",
      "3. The company's stock is also considered a meme stock, which could be a potential risk for investors.\n",
      "4. There have been reports of unusual call option trades in CAT's stock, which could potentially impact its price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Based on the recent developments and concerns, it is predicted that the stock price of CAT might increase by 0-1% in the next week. Despite the downward trend, the company's strong financial position and consistent growth suggest a positive outlook. The potential risks associated with the company's business and the meme stock label are mitigated by the recognition from hedge funds and the company's consistent growth. The recent unusual call option trades could potentially drive the stock price up. Overall, it is predicted that the stock price of CAT will increase in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Positive sentiment among investors as Caterpillar Inc was listed as one of the best dividend stocks to buy now, implying strong financial details like profitability and cash flow.\n",
      "2. Stifel, a full-service brokerage and investment banking firm, maintained a Buy recommendation for Caterpillar Inc, which indicates underlying strength in the company's profile.\n",
      "3. A large unusual call option trade was placed, which could imply that an investor, possibly with significant insider information, predicts a potential stock price increase.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Deteriorating macroeconomic conditions that negatively affect cyclical companies like Caterpillar Inc.\n",
      "2. Technical analysts forecast future consolidation for CAT, hinting at stagnant stock price movement.\n",
      "3. The company's stock underperformed the market on certain trading sessions, indicating a potential bearish trend.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Caterpillar Inc's stock price might experience a subtle decrease over the next week. Despite its strong fundamentals and positive reputation as a dividend stock, concerns about market and economic trends overshadow some of these positives. Often, Caterpillar's stock is seen as a barometer for global economic health, and any potential economic slowdown may pose a risk to its stock price. Additionally, technical analysis suggests future stock price consolidation, which implicates a potential slowing down in price momentum. Notably, the stock underperformed the market a few times in the previous weeks, which might continue due to the looming macroeconomic concerns. Therefore, due to these factors, we can anticipate that Caterpillar Inc’s stock price will likely experience a moderate decrease in the range of 0-1% over the next week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Cisco Systems Inc is a leading entity in the Communications sector. Incorporated and publicly traded since 1990-02-16, the company has established its reputation as one of the key players in the market. As of today, Cisco Systems Inc has a market capitalization of 210182.62 in USD, with 4054.86 shares outstanding.\n",
      "\n",
      "Cisco Systems Inc operates primarily in the US, trading under the ticker CSCO on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Communications space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, CSCO's stock price decreased from 46.56 to 45.57. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Bert's March 2023 Dividend Income Summary\n",
      "[Summary]: I invest in dividend stocks to grow my passive income with dividend income. We received $743.05 in April dividend income.\n",
      "\n",
      "[Headline]: 15 Best Income Stocks to Buy According to Analysts\n",
      "[Summary]: In this article, we discuss 15 best income stocks according to analysts. You can skip our detailed analysis of dividend investing and the performance of dividend stocks in the past, and go directly to read 5 Best Income Stocks to Buy According to Analysts. Income investing is gaining popularity as investors look for trustworthy ways […]\n",
      "\n",
      "[Headline]: It’s Not Just Bud Light. How Companies Are Fighting Back Against the War Over ‘Woke.’\n",
      "[Summary]: Bud Light is the latest casualty in a battle over whether companies are embracing too many progressive goals on everything from gender identity to climate change. What’s at stake as companies fight back.\n",
      "\n",
      "[Headline]: High Yield Stock Watchlist: May 2023\n",
      "[Summary]: The majority of the stocks on my watchlist are undervalued based on dividend yield theory. Click here for a detailed analysis.\n",
      "\n",
      "[Headline]: Cisco CEO is rebranding the office as a ‘collaboration center’ and slashing private workspaces to coax employees back\n",
      "[Summary]: Employers have to earn their workers' commutes, Cisco's CEO Chuck Robbins says.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CSCO's stock price increased from 45.57 to 46.03. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: What's in Store for SoundHound AI's (SOUN) Q1 Earnings?\n",
      "[Summary]: SoundHound AI's (SOUN) first-quarter 2023 performance will likely reflect the positive impact of an innovative product pipeline and the increased adoption of its products globally.\n",
      "\n",
      "[Headline]: Cisco Systems (CSCO) Gains As Market Dips: What You Should Know\n",
      "[Summary]: Cisco Systems (CSCO) closed the most recent trading day at $46.47, moving +0.28% from the previous trading session.\n",
      "\n",
      "[Headline]: UPDATE 1-Cisco to begin manufacturing from India in diversification move\n",
      "[Summary]: Cisco Systems will begin manufacturing from India in a move to diversify its global supply chain, Chief Executive Officer Chuck Robbins said on Wednesday, setting a target of $1 billion in domestic production and exports over next few years.\n",
      "\n",
      "[Headline]: Should You Buy Cisco Systems (CSCO) Ahead of Earnings?\n",
      "[Summary]: Cisco Systems (CSCO) is seeing favorable earnings estimate revision activity and has a positive Zacks Earnings ESP heading into earnings season.\n",
      "\n",
      "[Headline]: Your Stock Market Action Plan, May 15-19: Walmart, Target, Home Depot, Deere, On Holding Earnings\n",
      "[Summary]: The stock market sees earnings reports from Walmart, Target and Deere in the coming week, along with some heavyweight China-based names.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CSCO's stock price increased from 46.03 to 48.41. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: CISCO REPORTS THIRD QUARTER EARNINGS\n",
      "[Summary]: CISCO REPORTS THIRD QUARTER EARNINGS\n",
      "\n",
      "[Headline]: Nasdaq 100’s Big Recovery Faces a Key Tipping Point\n",
      "[Summary]: (Bloomberg) -- Eighteen months since the start of a near year-long selloff, the Nasdaq 100 Index has recovered half the losses that pushed it into a bear market. The question now: can the tech-heavy gauge extend its rally?Most Read from BloombergHere’s How Much Wealth You Need to Join the Richest 1% GloballySingapore Air Hands Staff Eight Months’ Salary Bonus After Record ResultsMercedes Sets Out to Make Sexy Vans With Yacht-Like InteriorsThe $120 Million Ghost Ship Antigua Is Desperate to Unloa\n",
      "\n",
      "[Headline]: Piper Sandler Maintains Cisco Systems (CSCO) Neutral Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Cisco Systems (CSCO) Declares $0.39 Dividend\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: If You've Bought Nvidia Stock This Year, Sell Before Earnings (Downgrade)\n",
      "[Summary]: Nvidia Corporation reports its earnings on Wednesday May 24th post-market, and it's important to be positioned correctly. Click for our view of NVDA stock now.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for CSCO. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CSCO stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Cisco Systems Inc. has been declared as a top income stock to buy by analysts, indicating its potential for high returns.\n",
      "2. The company's CEO, Chuck Robbins, has been rebranding the office as a 'collaboration center' and slashing private workspaces to coax employees back, suggesting a possible improvement in work culture and productivity.\n",
      "3. Cisco is diversifying its global supply chain by manufacturing from India, which could lead to cost savings and increased competitiveness.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's CEO has been quoted as saying that \"employers have to earn their workers' commutes,\" which could be interpreted as a possible increase in operational costs due to the shift towards a more collaborative work culture.\n",
      "2. Cisco's stock price has been fluctuating in the recent past, which may indicate potential volatility and uncertainty in the market.\n",
      "3. The company's financial reports have not been made public, which can lead to uncertainty about the company's financial health.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 3-4%\n",
      "Analysis: Given the positive developments, such as the company's declared dividend, its recognition as a top income stock by analysts, and the potential benefits of its diversification strategy, Cisco Systems Inc. appears to be well-positioned for a positive stock price movement in the coming week. The company's CEO's initiatives towards improving work culture and productivity may also boost employee morale and productivity, which could positively impact the company's performance.\n",
      "\n",
      "However, the lack of recent financial reports and the potential operational cost increases due to the CEO's statement may pose some concerns. Despite these potential concerns, the positive developments seem to outweigh them, and therefore, a slight increase of 3-4% in the stock price is predicted for the coming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "\n",
      "1. Earnings declared: The company's release of its third quarter earnings suggests that it remains profitable.\n",
      "2. Strategic Moves: Cisco Systems will start manufacturing from India as a part of a strategy to diversify its global supply chain, which may optimize costs and enhance productivity.\n",
      "3. Positive Earnings Estimate: The company has seen favorable earnings estimate revisions, indicating that financial analysts expect its earnings results to be positive.\n",
      "\n",
      "[Potential Concerns]:\n",
      "\n",
      "1. Workplace Rebranding: The CEO's emphasis on transforming the office into a ‘collaboration center’ might influence the company culture in unexpected ways that may or may not be accepted by employees.\n",
      "2. Dependency on Dividends: There are several discussions and recommendations about Cisco being a good income stock, implying that the company's desirability hinges heavily on its dividends. Any lowering of dividend payouts may result in negative reactions from this type of investor.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Given the positive financial developments, specifically the declaration of quarterly earnings, and strategic decisions, such as the move to start manufacturing from India, Cisco Systems appears set to experience continued growth in the near term. These factors suggest a likely rise in the stock's price between 1-2%. However, the ongoing cultural changes initiated by the CEO, Chuck Robbins, and the focus of investors on the company's dividends could introduce elements of uncertainty that should be closely monitored. It will be interesting to see how the company manages these challenges while maintaining a positive growth trajectory.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Cisco Systems Inc is a leading entity in the Communications sector. Incorporated and publicly traded since 1990-02-16, the company has established its reputation as one of the key players in the market. As of today, Cisco Systems Inc has a market capitalization of 210182.62 in USD, with 4054.86 shares outstanding.\n",
      "\n",
      "Cisco Systems Inc operates primarily in the US, trading under the ticker CSCO on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Communications space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CSCO's stock price increased from 46.03 to 48.41. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Stocks moving in after-hours: Take-Two Interactive, Cisco\n",
      "[Summary]: These are the stocks moving in after-hours on Wednesday, May 17, 2023.\n",
      "\n",
      "[Headline]: Cisco (CSCO) Q3 Earnings: Taking a Look at Key Metrics Versus Estimates\n",
      "[Summary]: The headline numbers for Cisco (CSCO) give insight into how the company performed in the quarter ended April 2023, but it may be worthwhile to compare some of its key metrics to Wall Street estimates and the year-ago actuals.\n",
      "\n",
      "[Headline]: Cisco Earnings Top Estimates. CSCO Stock Up On 'Modest' Fiscal 2024 Expectations\n",
      "[Summary]: Cisco reported third-quarter earnings and revenue that topped estimates as the company's fiscal fourth-quarter outlook edged by views.\n",
      "\n",
      "[Headline]: 3 Dividend Stocks to Buy for Income in a Rising Rate Environment\n",
      "[Summary]: One of the key advantages of dividend stocks is their potential to enhance total returns. While stock prices can be volatile, dividends provide a consistent income stream that can help offset market fluctuations. According to Hartford Funds research, dividends have historically contributed a significant portion of total returns for long-term investors. So, what should you consider when buying income stocks? Dividend growers, companies that consistently increase dividend payments over time, offer\n",
      "\n",
      "[Headline]: If You've Bought Nvidia Stock This Year, Sell Before Earnings (Downgrade)\n",
      "[Summary]: Nvidia Corporation reports its earnings on Wednesday May 24th post-market, and it's important to be positioned correctly. Click for our view of NVDA stock now.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, CSCO's stock price increased from 48.41 to 49.13. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: The Zacks Analyst Blog Highlights NVIDIA, Cisco, Philip Morris, BCE and Ameriprise Financial\n",
      "[Summary]: NVIDIA, Cisco, Philip Morris, BCE and Ameriprise Financial are included in this Analyst Blog.\n",
      "\n",
      "[Headline]: Is Zoom A Buy Amid Artificial Intelligence Software Race?\n",
      "[Summary]: The pandemic-driven growth of Zoom Video is long over. Corporate clients could boost Zoom stock but Microsoft looms.\n",
      "\n",
      "[Headline]: Is Zoom A Buy Amid AI Software Race In Workplace Collaboration?\n",
      "[Summary]: The pandemic-driven growth of Zoom Video is long over. Corporate clients could boost Zoom stock but Microsoft looms.\n",
      "\n",
      "[Headline]: Microsoft warns that China hackers attacked U.S. infrastructure\n",
      "[Summary]: The state backed group, \"Volt Typhoon,\" is working to disrupt communications in case of a future crisis, Microsoft said.\n",
      "\n",
      "[Headline]: Final Calls: NVDA, AMZN & LULU\n",
      "[Summary]: The final calls this week with CNBC's Melissa Lee and the Options Action traders.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for CSCO. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CSCO stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Cisco's Q3 earnings topped estimates, indicating strong financial performance.\n",
      "2. The company's stock price increased from 46.03 to 49.13, reflecting investor confidence in the company's future prospects.\n",
      "3. Cisco's stock is considered a dividend stock, offering a consistent income stream that can help offset market fluctuations, which can be beneficial for long-term investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There is a potential threat to Cisco's business operations from hackers, as Microsoft has warned that China-backed hackers are trying to disrupt communications infrastructure.\n",
      "2. The company's stock is considered a dividend stock, which could potentially be affected by interest rate changes.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Based on the positive developments and potential concerns, it is predicted that Cisco's stock price will increase by 0-1% in the upcoming week. The company's strong financial performance and increased stock price indicate a positive outlook, while the potential threat from hackers may pose a minor concern. However, the stock's status as a dividend stock could potentially be affected by interest rate changes, which could have a moderate impact on the stock's price.\n",
      "\n",
      "Overall, the outlook for Cisco's stock is positive, and the company's strong financial performance and increasing stock price suggest that investor confidence is high. However, the potential threat from hackers and potential impact of interest rate changes on the dividend stock should be monitored closely.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Cisco reported third-quarter earnings and revenue that topped estimates, indicating strong financial performance. This will attract positive attention from the investing community and build trust in the company's stability. \n",
      "2. There is a positive market sentiment towards dividend stocks like Cisco in a rising rate environment. The company's consistent dividend payments can provide a steady income stream, potentially attracting more investors. This is especially attractive to investors seeking stability and income generation.\n",
      "   \n",
      "[Potential Concerns]:\n",
      "1. The company's main competitors are unveiling new strategies and tech advances in artificial intelligence. Microsoft and Zoom, for instance, are focusing on advancing their AI and workplace collaboration solutions which could make Cisco's offerings less competitive. \n",
      "2. Cisco may face potential threats in the form of cyberattacks as highlighted by Microsoft. These cyber threats could harm the company's reputation and disrupt its operations, which would adversely affect its stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: While there are concerns surrounding competition and cybersecurity threats, Cisco's recent financial performance and the attraction of its dividend payments in the currently rising rate environment should give its stock a greater upward push in the short term. The fact that it topped estimates in the third-quarter bodes well for investor confidence. Additionally, the company’s precedence of consistent dividend payouts may draw in more investors looking for a steady income stream amidst market uncertainty. \n",
      "\n",
      "These positive factors somewhat offset the concerns of stiffer competition and potential cybersecurity threats. Moreover, the stock has already been on an upward trend, increasing from 46.03 to 49.13 over the past two weeks. Therefore, the prediction for the upcoming week for CSCO's stock is cautiously positive, potentially seeing an increase by 0-1%. \n",
      "\n",
      "It is, however, important to keep a watchful eye on the developments in the competitive landscape and cybersecurity issues as they can significantly impact the future performance of the stock.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Chevron Corp is a leading entity in the Energy sector. Incorporated and publicly traded since 1921-06-24, the company has established its reputation as one of the key players in the market. As of today, Chevron Corp has a market capitalization of 271786.59 in USD, with 1907.60 shares outstanding.\n",
      "\n",
      "Chevron Corp operates primarily in the US, trading under the ticker CVX on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Energy space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-23 to 2023-04-30, CVX's stock price decreased from 165.89 to 165.36. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: If EPS Growth Is Important To You, Chevron (NYSE:CVX) Presents An Opportunity\n",
      "[Summary]: It's common for many investors, especially those who are inexperienced, to buy shares in companies with a good story...\n",
      "\n",
      "[Headline]: How To Allocate $20,000 Among 25 Dividend Income Stocks And ETFs\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Exxon and Chevron Are Strong, but Flat Earnings Could Hold Down the Stocks\n",
      "[Summary]: The oil companies had record earnings last year, driven by the war in Ukraine. Now, with new numbers due out Friday, investors are waiting for the next catalyst.\n",
      "\n",
      "[Headline]: Core PCE Inflation In Line With Estimations in March\n",
      "[Summary]: Core PCE Inflation In Line With Estimations in March.\n",
      "\n",
      "[Headline]: 3 Dividend Stocks That Have Added Another Year to Their Annual Dividend Streaks\n",
      "[Summary]: Dividend stocks have historically outperformed non-dividend-payers by a wide margin.  Meanwhile, companies that initiate and then grow their dividends deliver even better performance (10.2% returns versus 6.6% for companies with no change to their dividend policy).  A few Fool.com contributors think that Stanley Black & Decker (NYSE: SWK), Chevron (NYSE: CVX), and Enbridge (NYSE: ENB) stand out for that ability.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, CVX's stock price decreased from 165.36 to 157.15. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3 Bargain-Basement Stocks to Buy Now and Hold Forever\n",
      "[Summary]: Energy stocks have come to life in the past year.  Oil supplies have tightened due to years of underinvestment, and the situation has been made more precarious with Russia's invasion of Ukraine.  Russia also recently slashed oil production, and OPEC has no immediate plans to increase its supplies, so oil prices could remain higher for an extended period.\n",
      "\n",
      "[Headline]: BP Earnings Beat Expectations. Why the Stock Is Falling.\n",
      "[Summary]: The oil major posted underlying profit of $5 billion for the first three months of the year, up from $4.8 billion in the fourth quarter.\n",
      "\n",
      "[Headline]: Energy market outlook: Prices could be volatile, says Chevron VP\n",
      "[Summary]: Oil prices closed below $70 a barrel Wednesday after the Federal Reserve raised interest rates by 25 basis points. Oil prices have been volatile so far this year, reaching a closing low of $66.74 on March 17 and a high of $83.26 on April 12. It's a trend that Colin Parfitt, Vice President of Midstream at Chevron (CVX) expects to continue. \"What we've seen in the last couple of years is volatility. And one of the things I think we might see in the future is volatility,\" Parfitt told Yahoo Finance's Rick Newman at the Milken Institute Global Conference. Parfitt notes that there is not much of a \"buffer of inventory\" in the energy markets right now and as a result \"if demand goes up, we could see prices going up.\" Key video moments 00:00:22 State of U.S. refining capacity 00:01:41 Energy price outlook\n",
      "\n",
      "[Headline]: Chevron Corp. stock outperforms market despite losses on the day\n",
      "[Summary]: Shares of Chevron Corp. slipped 0.39% to $156.22 Thursday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Warren Buffett's successor Greg Abel is wooing shareholders, but some questions remain\n",
      "[Summary]: While Berkshire shareholders have grown more confident in Abel's capabilities, some key questions about the eventual succession linger.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CVX's stock price decreased from 157.15 to 153.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3 Energy Stocks That Are Backed by Billionaire Investors\n",
      "[Summary]: Warren Buffett raised a lot of eyebrows on Wall Street last year when he made a big $7.7 billion bet on Occidental Petroleum (NYSE:OXY), a stock he is still buying. Just this past March, he bought another billion dollars worth, raising his stake in the oil giant to over 23%, clearly making it one of the billionaire’s favorite energy stocks. Since then, Occidental has gained 25% in value compared to the S&P 500’s loss of 5%. However, that doesn’t mean you should just blindly follow the lead of Bu\n",
      "\n",
      "[Headline]: Warren Buffett: Berkshire Hathaway Prepares For Impact\n",
      "[Summary]: Warren Buffett dumps billions in U.S. stock shares and warns of the end of an ‘incredible period.’ Click here to learn why Berkshire Hathaway stock is a Strong Buy.\n",
      "\n",
      "[Headline]: Chevron Corp. stock falls Tuesday, still outperforms market\n",
      "[Summary]: Shares of Chevron Corp. sank 0.29% to $159.12 Tuesday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Chevron Corp. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Chevron Corp. shed 1.28% to $157.09 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Berkshire Hathaway Cuts Chevron Stake by 20.8%. Time to Sell?\n",
      "[Summary]: Warren Buffett-led Berkshire Hathaway (NYSE: BRK.A)(NYSE: BRK.B) is known for investing in industry-leading companies and holding positions over time.  The most famous recent Buffett stock is Apple -- which makes up a staggering 46.5% of Berkshire's public equity holdings.  In the span of just a few years, integrated oil and gas titan Chevron (NYSE: CVX) grew to become Berkshire's third-largest public equity position behind Apple and Bank of America as of Dec. 31, 2022.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CVX's stock price increased from 153.62 to 153.75. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Chevron Stock: There's A Reason Warren Buffett Sold\n",
      "[Summary]: Berkshire Hathaway Inc. took advantage of low crude oil prices to make a massive acquisition in Chevron worth $10s of billions. Click here for more on CVX stock.\n",
      "\n",
      "[Headline]: New management at Venezuela's PDVSA expects to boost output, refining\n",
      "[Summary]: Venezuelan state energy company PDVSA's new management expects to boost the country's oil production to 1.17 million barrels per day (bpd) by year end while increasing refining and exploration activities, an internal planning document showed.  Venezuela's monthly crude output in April surpassed 800,000 bpd for the first time since December 2021 following a company shake up triggered by an anti-corruption probe that demanded an audit of all its operations, subsidiaries and joint ventures, uncovering some $21 billion in accounts receivable.  A U.S. license allowing Chevron Corp to reanimate operations has also helped the nation's crude output and exports recover since late last year.\n",
      "\n",
      "[Headline]: Warren Buffett exits BNY Mellon amid new Capital One position\n",
      "[Summary]: Berkshire Hathaway has trimmed its stakes in Chevron, General Motors, Amazon.com and Activision Blizzard\n",
      "\n",
      "[Headline]: Chevron, Exxon seek state backing for Australia carbon capture, hydrogen projects\n",
      "[Summary]: Chevron Corp and Exxon Mobil Corp, the two largest U.S. fossil fuel companies, are seeking Australia's backing for carbon capture and storage (CCS) and hydrogen projects as they look to increase investment in a bid to slash intensity of carbon emissions.  Scaling up CCS projects and generation of hydrogen from renewable energy are crucial for Australia, the world's largest exporter of liquefied natural gas (LNG), to wean its economy off carbon, even as it seeks to meet LNG demand from top buyers such as Japan and South Korea.  \"Support doesn't just need to be dollars but it's that political support,\" David Fallon, general manager of energy transition at Chevron Australia, said at the Australian Petroleum Production and Exploration Association (APPEA) conference.\n",
      "\n",
      "[Headline]: Chevron Corp. stock rises Wednesday, outperforms market\n",
      "[Summary]: Shares of Chevron Corp. rallied 1.43% to $155.71 Wednesday, on what proved to be an all-around positive trading session for the stock market, with the S&P...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for CVX. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CVX stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Chevron Corp is in a strategic position to benefit from the increased demand for oil and gas due to the recent geopolitical tensions and the tightened supply.\n",
      "2. The company is actively seeking state backing for carbon capture and hydrogen projects, indicating their commitment to reducing their carbon footprint and adapting to the changing energy landscape.\n",
      "3. Despite the recent dip in stock price, Chevron Corp has consistently outperformed the market, suggesting a strong market sentiment towards the company.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Chevron Corp's stock has been volatile in recent weeks, with a significant decrease in stock price in April.\n",
      "2. The company's stock has been subject to significant fluctuations in response to geopolitical events, such as the Russia-Ukraine conflict and the Federal Reserve's interest rate hike.\n",
      "3. The company's stake in Berkshire Hathaway has been reduced by 20.8%, which could impact investor sentiment and potentially affect the stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Earnings Growth: Chevron's earnings per share (EPS) growth was highlighted, indicating improving profitability which could attract investors.\n",
      "2. Strong Dividend Policy: Chevron has been recognized as a strong dividend stock, a quality appealing to income-focused investors.\n",
      "3. Increased Oil Prices: Continued supply constraints in the global oil market could boost revenues for Chevron.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Flat Earnings: While Chevron and Exxon are in a strong position, flat earnings could constrain stock gains.\n",
      "2. Increased Price Volatility: Chevron's Vice President of Midstream cautions that energy markets could continue to see significant price volatility, which could impact Chevron's revenues and stock price.\n",
      "3. Reduced Stake by Berkshire Hathaway: Berkshire Hathaway cuts Chevron stake by 20.8%, which could lead to doubts among investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: While Chevron has demonstrated some positive trends, such as a consistent dividend payment and strong earnings growth, several concerns may limit its short-term stock price growth. The flat earnings prediction combined with expected volatility in oil prices signals potential instability for the company's revenues and profitability. Moreover, Berkshire Hathaway's decision to reduce its stake in Chevron could negatively affect investor sentiment, discouraging investment in the company.\n",
      "\n",
      "Taking these factors into consideration, the prediction for Chevron's stock price movement for the upcoming week would be a slight decline of 0-1%. This estimation reflects the balanced mix of opportunities and challenges Chevron faces, with a slight tilt towards the latter due to uncertainties in oil prices and revenue growth.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Chevron Corp is a leading entity in the Energy sector. Incorporated and publicly traded since 1921-06-24, the company has established its reputation as one of the key players in the market. As of today, Chevron Corp has a market capitalization of 271786.59 in USD, with 1907.60 shares outstanding.\n",
      "\n",
      "Chevron Corp operates primarily in the US, trading under the ticker CVX on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Energy space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, CVX's stock price decreased from 165.36 to 157.15. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: BP Slumps On Q1 Earnings Release\n",
      "[Summary]: BP reported Q1 results that were solid. Production should be down in Q2, but FY 2023 production will not be down, which is more important. Click here for more on BP.\n",
      "\n",
      "[Headline]: Why Oil and Gas Majors Chevron, ExxonMobil, and Petrobras Were Plunging Today\n",
      "[Summary]: A combination of negative economic data and thin trading in oil markets led to a sharp drop in crude prices Tuesday.\n",
      "\n",
      "[Headline]: 25 Things Every Dividend Investor Should Know\n",
      "[Summary]: In this article, we discuss 25 things every dividend investor should know. If you want to read further about dividend investing, go directly to have a look at 10 Things Every Dividend Investor Should Know. Dividend investing is an investment strategy that focuses on investing in companies that pay dividends to their shareholders. Dividends are […]\n",
      "\n",
      "[Headline]: Chevron Corp. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Chevron Corp. shed 2.01% to $156.83 Wednesday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Berkshire Hathaway: What you need to know from the annual shareholders meeting\n",
      "[Summary]: Billionaire investor Warren Buffett hosted the Berkshire Hathaway (BRK.A) annual shareholders meeting on Saturday, May 6, 2023 in Omaha, Nebraska. During the wide-ranging Q&A sessions, Buffett, the company’s CEO and Chairman, and Vice Chairman Charlie Munger answered questions from shareholders about the overall health of the economy, inflation, the regional bank crisis and artificial intelligence. The annual shareholders meeting took place just days after the Federal Reserve raised interest rates by 0.25% to a new 16-year high above 5% . Yahoo Finance’s Brian Sozzi and Myles Udland provide an overview and key takeaways from Saturday’s event.  Key Moments: 00:02:43 breakdown of Buffett’s comments on banking 00:04:00 analyzing what Buffett and Munger said on AI 00:05:54 what Buffett and Munger said about “value investing”\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CVX's stock price decreased from 157.15 to 153.62. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Here's why sodium-ion batteries are shaping up to be a big technology breakthrough\n",
      "[Summary]: Although still in its infancy, the global market for sodium-ion batteries is expected to be worth over $11 billion by 2033. \n",
      "\n",
      "[Headline]: Chevron Corp. stock falls Thursday, underperforms market\n",
      "[Summary]: Shares of Chevron Corp. slid 0.55% to $156.22 Thursday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Is Chevron Stock A Buy Or A Sell Right Now After Warren Buffett Reduced His Holdings?\n",
      "[Summary]: Chevron is down 12% since the end of 2022 as Warren Buffett sold $6 billion worth of CVX in the first quarter.\n",
      "\n",
      "[Headline]: Warren Buffett's Latest $4.4 Billion Buy Brings His Total Investment in This Stock to $70 Billion in Under 5 Years\n",
      "[Summary]: The Oracle of Omaha has spent more of his company's cash buying shares of this stock than Apple, Chevron, and Occidental Petroleum combined!\n",
      "\n",
      "[Headline]: 4 Dividend Aristocrat Buys For May And 6 To Watch\n",
      "[Summary]: Dividend Aristocrats. in the S&P 500 Index have raised their annual payouts every year for at least 25 consecutive years. Click here to read more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CVX's stock price increased from 153.62 to 153.75. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Chevron Stock: There's A Reason Warren Buffett Sold\n",
      "[Summary]: Berkshire Hathaway Inc. took advantage of low crude oil prices to make a massive acquisition in Chevron worth $10s of billions. Click here for more on CVX stock.\n",
      "\n",
      "[Headline]: Dow Jones Today: Index Falls on Retail Sales Slump\n",
      "[Summary]: The Dow Jones Industrial Average fell 1%, or 336 points, on a day of disappointing earnings and macroeconomic reports. Nike lost the most, while Microsoft led a small pack of gainers.\n",
      "\n",
      "[Headline]: Equinor (EQNR) Shares Rise 5.3% Since Q1 Earnings Top Estimates\n",
      "[Summary]: Higher daily production of liquids and gas aids Equinor's (EQNR) Q1 results.\n",
      "\n",
      "[Headline]: Is It Time to Buy the Dow Jones' 3 Worst-Performing Stocks This Year?\n",
      "[Summary]: The Dow Jones Industrial Average was the best-performing of the three major indexes in 2022, but 2023 hasn't been as kind to the blue chip index.  The regional banking crisis has hit the Dow hard, and the rebound in tech stocks has also left it lagging behind the S&P 500 and Nasdaq Composite, which have more exposure to the tech sector.  As you can see from the chart below, the Dow is actually down slightly for the year even as the other two indexes have delivered solid gains.\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 21 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 21 with better than 10% short-term upside, ETF updates and a Dow 30 Pick. Click here to read the full week 21 update.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, CVX's stock price decreased from 153.75 to 152.61. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Chevron to buy PDC Energy in $7.6 billion deal\n",
      "[Summary]: The company has been under pressure on Wall Street to show it can keep expanding production after 2027 as its main shale holdings in the Permian Basin of West Texas and New Mexico near their peak output.  The PDC Energy deal is the second in three years that bulks up Chevron's shale operations in Colorado and Wyoming.  Chevron is already one of the larger producers in the Denver-Julesburg Basin after its acquisition of Noble Energy in 2020 for $13 billion.\n",
      "\n",
      "[Headline]: Chevron Bets Big on Colorado Oil in Deal for PDC Energy\n",
      "[Summary]: Chevron already drills in the area, known as the DJ Basin of Colorado, but the acquisition will make it the dominant player.\n",
      "\n",
      "[Headline]: How To Short Stocks; Bitcoin Miners, Energy Picks And A High Conviction Play With Kirk Spano And CashFlow Hunter\n",
      "[Summary]: Kirk Spano and CashFlow Hunter discuss rules for shorting stocks. Bank tightness, renewable energy and Bitcoin mining. 3M as a high conviction play.\n",
      "\n",
      "[Headline]: Why Chevron's Stock Is Rising Today\n",
      "[Summary]: A major acquisition has analysts espousing a more optimistic view of Chevron's stock, and investors are taking notice.\n",
      "\n",
      "[Headline]: Dow Jones Today: Tech Sends Index Lower\n",
      "[Summary]: Apple, Microsoft, Intel move lower as tech stocks fall, while Chevron moved higher on a ratings upgrade\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for CVX. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CVX stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Chevron Corp. is expanding its operations by acquiring PDC Energy in a $7.6 billion deal, which will enhance its shale operations in Colorado and Wyoming.\n",
      "2. Chevron has been under pressure on Wall Street to show it can keep expanding production after 2027, and the PDC Energy deal shows that the company is taking action to meet these expectations.\n",
      "3. Chevron's stock has been upgraded by analysts, leading to a more optimistic view of the company's stock.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Chevron's stock has been underperforming the market, as shown by the company's stock price decrease from 157.15 to 153.62 between May 7-14.\n",
      "2. The company's stock has been sold by Warren Buffet, indicating a lack of confidence in the company's performance.\n",
      "3. The company's stock has been subject to significant price fluctuations, indicating high volatility and uncertainty.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the recent downward trend, the potential acquisition of PDC Energy and the upgrade by analysts suggest that the company's stock is poised for a rebound. Additionally, the company's expansion into new shale operations will increase its production capacity and potentially drive up its stock price. However, the sale of the company's stock by Warren Buffet and the high volatility in the stock price could potentially hinder the company's performance.\n",
      "\n",
      "Overall, based on the current market conditions and the company's strategic moves, it is predicted that the stock price of Chevron Corp. will increase by 2-3% in the upcoming week (2023-05-28 to 2023-06-04). However, this prediction is subject to change based on future developments and market conditions.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Chevron Corp is acquiring PDC Energy in a $7.6 billion deal. This is expected to cement Chevron's position as the dominant player in the Denver-Julesburg Basin, boosting its shale operations in Colorado and Wyoming.\n",
      "2. Despite Warren Buffet trimming down his holdings, Chevron is listed as a promising \"Dividend Aristocrat\" indicating its consistent growth and dividend payout over the past 25 years, attracting long-term investors.\n",
      "3. The company's stock received a ratings upgrade which could increase investor confidence.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The stock has consistently underperformed in the market as evidenced by multiple news headlines and a general downward trend in the stock price over the past weeks.\n",
      "2. The global market shift towards renewable energy sources could potentially hinder Chevron's growth in the long run. The rise in sodium-ion batteries, for instance, poses a risk to the oil and gas industry.\n",
      "3. Negative economic data and poor performances in oil markets have impacted crude prices, leading to stock price falls.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: While Chevron Corp has some positive developments in recent weeks, including the acquisition of PDC Energy and a rating upgrade, these are largely overshadowed by multiple potential concerns. The global economy is increasingly moving towards cleaner and renewable energy sources, representing a systemic risk to Chevron's long-term operations. Additionally, the economic downturn and decline in oil prices in the short-term have also negatively affected the company's performance. These, combined with Chevron's record of underperformance in recent weeks, suggest that the stock price will continue its downtrend in the upcoming week, potentially decreasing by 0-1%.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Goldman Sachs Group Inc is a leading entity in the Financial Services sector. Incorporated and publicly traded since 1999-05-04, the company has established its reputation as one of the key players in the market. As of today, Goldman Sachs Group Inc has a market capitalization of 101209.02 in USD, with 329.67 shares outstanding.\n",
      "\n",
      "Goldman Sachs Group Inc operates primarily in the US, trading under the ticker GS on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, GS's stock price decreased from 321.86 to 314.46. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 19: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 19 with better than 10% short-term upside, ETF updates and Dow 30 Picks.\n",
      "\n",
      "[Headline]: Goldman to pay $215 mln to settle gender discrimination lawsuit - Bloomberg News  \n",
      "[Summary]: Goldman Sachs Group Inc has agreed to pay $215 million to settle a long-running class-action lawsuit that accused the investment bank of widespread bias against women in both pay and promotions, Bloomberg News reported on Monday citing a person familiar with the matter.\n",
      "\n",
      "[Headline]: Former Goldman Sachs partner launches fund of up to $550 million in Portugal\n",
      "[Summary]: Fortitude Capital, founded by former Goldman Sachs partner Antonio Esteves, Brazilian bank BTG Pactual and Portuguese asset manager Atrium, has launched its first fund with a target size of up to 500 million euros ($550 million).\n",
      "\n",
      "[Headline]: Is Apple The Future Of Finance?\n",
      "[Summary]: Apple Inc. offers depositors with yield, safety, and convenience, raising the bar for banks. Click here for our review of the new AAPL standard for depositors.\n",
      "\n",
      "[Headline]: Is Goldman Sachs International Small Cap Insights IR (GIRLX) a Strong Mutual Fund Pick Right Now?\n",
      "[Summary]: Mutual Fund Report for GIRLX\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, GS's stock price increased from 314.46 to 321.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Tech Titans Aren't The Only Game In Town, Consider Biotech And, Yes, Financials\n",
      "[Summary]: The market has been chopping around 4100 to 4150 and trying everyone’s patience. Read more to see why investors should hedge and stay for the unfolding rally.\n",
      "\n",
      "[Headline]: Goldman Sachs enters tech race with AI-powered social media platform\n",
      "[Summary]: Goldman Sachs unveiled a new AI-powered social media platform, named Louisa, aimed at facilitating corporate connections for employees.\n",
      "\n",
      "[Headline]: Wall Street's Biggest Banks Face a Harsh Reality Check in China\n",
      "[Summary]: (Bloomberg) -- More than three years after China’s grand financial opening, it’s becoming clear to Wall Street giants that their dreams of windfall profits from the $60 trillion market are more elusive than ever.Most Read from BloombergA 32-Year-Old Nears Billionaire Status by Using AI to Broker Japan MergersDebt Deadlock Spurs Late-Day Slide in US Stocks: Markets WrapGoogle Billionaire Sergey Brin Gifts $600 Million in Surging SharesGoldman Banker Wins Promotion, Then Leaves for Rival Two Weeks\n",
      "\n",
      "[Headline]: Prime Capital Adds Goldman Sachs as a Custodian\n",
      "[Summary]: The latest addition to Goldman Sachs Advisor Solutions plans to move more than $1 billion to the Wall Street giant's custody platform.\n",
      "\n",
      "[Headline]: We're seeing some of the most disturbing economic trends since COVID, says author Larry McDonald\n",
      "[Summary]: Kate Kelly, New York Times reporter, Larry McDonald, The Bear Trap Report founder, and CNBC's Leslie Picker join 'Last Call' to discuss the latest comments from Janet Yellen on the banking crisis, the ongoing debt ceiling debate, and more.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for GS. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the GS stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Goldman Sachs has been expanding its reach in the tech industry by launching a new AI-powered social media platform, Louisa, which could potentially open new avenues for the company.\n",
      "2. The company has been making strategic moves to secure new clients, including the addition of Prime Capital as a custodian, which could potentially increase its revenue.\n",
      "3. Goldman Sachs has settled a gender discrimination lawsuit, which could improve its reputation and potentially lead to a positive impact on its stock price.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company is facing a harsh reality check in China, where it has been struggling to make profits. This could potentially impact its overall financial performance.\n",
      "2. The company is facing a legal battle, which could result in financial penalties that could negatively impact its bottom line.\n",
      "3. The company's stock price has been fluctuating, which could indicate market volatility and potential instability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Based on the information available, it seems that Goldman Sachs is facing some challenges in the Chinese market, which could potentially impact its overall financial performance. Additionally, the company is dealing with legal issues and market volatility, which could also contribute to a negative impact on its stock price.\n",
      "\n",
      "However, the company's strategic moves in the tech industry and its efforts to secure new clients could potentially offset these concerns. The settlement of the gender discrimination lawsuit could also help to improve the company's reputation, which could potentially have a positive impact on its stock price.\n",
      "\n",
      "Given these factors, it is predicted that Goldman Sachs' stock price could decrease by 2-3% in the upcoming week (2023-05-21 to 2023-05-28). However, this prediction is subject to change based on any new developments that may occur.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Goldman Sachs has entered into the tech race with the launch of Louisa, an AI-powered social media platform, taking a step towards digital transformation.\n",
      "2. The company is expanding its business reach as former Goldman Sachs partners launch Fortitude Capital with a fund of $550 million in Portugal.\n",
      "3. Goldman Sachs has been added by Prime Capital as a custodian which intends to move more than $1 billion to Goldman Sachs' custody platform.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Goldman Sachs has to pay $215 million to settle a gender discrimination lawsuit, which may affect both its financials and reputation.\n",
      "2. The company could face challenges in the Chinese market, as Wall Street banks are finding the financial opening in China more difficult than expected.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite the recent concerns, the positive developments outweigh them. The payment to settle the gender discrimination lawsuit is a relatively small percentage of the company's overall market cap and can be considered a short term pressure rather than a systemic risk. Furthermore, the tech transformation and international expansion demonstrate Goldman Sachs' adaptability and market reach, which provide potential growth opportunities. The addition of Prime Capital as a new custodian adds potential revenue that may contribute to the company's earnings. \n",
      "\n",
      "Consequently, based on these factors, it can be predicted that the stock price might witness a moderate increase of 1-2% in the coming week. Nevertheless, it's essential to note that the stock market is influenced by a variety of internal and external factors and investors should always do their due diligence.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Goldman Sachs Group Inc is a leading entity in the Financial Services sector. Incorporated and publicly traded since 1999-05-04, the company has established its reputation as one of the key players in the market. As of today, Goldman Sachs Group Inc has a market capitalization of 101209.02 in USD, with 329.67 shares outstanding.\n",
      "\n",
      "Goldman Sachs Group Inc operates primarily in the US, trading under the ticker GS on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, GS's stock price increased from 321.01 to 326.78. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Industrials Flat as Investors Await Debt Talks Outcome -- Industrials Roundup\n",
      "[Summary]: Shares of industrial and transportation companies were flat as investors awaited the outcome of debt talks between House Speaker Kevin McCarthy and President...\n",
      "\n",
      "[Headline]: Morgan Stanley Is Getting a New CEO. Who Stands Out Among 3 Candidates.\n",
      "[Summary]: The growth and importance of the firm’s wealth management business has made Andy Saperstein—head of that division—a favorite to become the next CEO.\n",
      "\n",
      "[Headline]: DirectBooks Welcomes BMO Capital Markets, Blaylock Van, and American Veterans Group\n",
      "[Summary]: DirectBooks announced today that BMO Capital Markets, Blaylock Van, and American Veterans Group have joined the platform. These recent additions increase the total number of underwriters on DirectBooks to 31, including 5 diversity underwriting firms, and complements a community of more than 375 institutional investors. The core offering now consists of Investment Grade, Emerging Markets, High Yield, and Sovereigns, Supranationals & Agencies (SSAs) issuances across USD, EUR and GBP markets.\n",
      "\n",
      "[Headline]: 12 Best Spring Stocks To Buy Now\n",
      "[Summary]: In this article we present the list of 12 Best Spring Stocks To Buy Now. Click to skip ahead and see the 5 Best Spring Stocks To Buy Now. If historical trends are anything to go by (and they usually are), then financial stocks like Mastercard Incorporated (NYSE:MA), PayPal Holdings, Inc. (NASDAQ:PYPL), and JPMorgan Chase & […]\n",
      "\n",
      "[Headline]: Why the Debt-Ceiling Deadline Isn’t Really June 1\n",
      "[Summary]: Wall Street forecasters are putting the debt ceiling X-Date about a week into June, when the government risks default if Congress fails to act.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for GS. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the GS stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company is expanding its wealth management business, which is a positive sign for its future growth and potential for increased profitability.\n",
      "2. The company's recent partnerships with underwriting firms, such as BMO Capital Markets, Blaylock Van, and American Veterans Group, indicate a strong presence in the market and potential for increased business opportunities.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been relatively flat in recent weeks, indicating a lack of strong upward momentum.\n",
      "2. The financial industry is currently facing significant challenges, including the debt ceiling deadline and concerns about the stability of the global economy, which could negatively impact Goldman Sachs' performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Given the current situation, the stock price of Goldman Sachs Group Inc may experience a slight decline in the upcoming week. The potential concerns about the company's performance in the current market environment, such as the lack of strong upward momentum and the potential impact of the debt ceiling deadline, outweigh the positive developments. However, the company's diversification into wealth management and its strong presence in the market through its partnerships with underwriting firms could potentially provide a cushion against these negative impacts. Therefore, the predicted stock price movement for the week of 2023-05-28 to 2023-06-04 is a slight decline of 0-1%.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. DirectBooks' announcement of additional underwriters to its platform could signify a growth in the number of institutional investors it works with, potentially increasing GS's client base and driving revenue.\n",
      "2. GS being named as one of the best spring stocks to buy could increase market confidence and lead to an uptick in stock price.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Pending debt talks between House Speaker Kevin McCarthy and the President could lead to market volatility, potentially impacting GS's performance.\n",
      "2. The uncertainty surrounding the real deadline for the debt-ceiling could result in market instability that might affect GS's stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite the positive development of possible growth in Goldman Sachs’ client base via DirectBooks and its inclusion in the list of best spring stocks to buy now, concerns concerning pending debt talks and the uncertainty surrounding the debt-ceiling deadline pose significant risks. \n",
      "\n",
      "These factors could increase market volatility and adversely impact stock prices, more so considering the financial sector’s sensitivity to economic indicators. Typically, periods of economic policy uncertainty are associated with increased market volatility and weakened investor sentiment, which might lead to selling pressure in the stock market. \n",
      "\n",
      "For Goldman Sachs, investor anticipation towards the outcome of these potential macroeconomic factors might lead to a more cautious investing approach, which could marginally pull down the stock price in the short-term. Therefore, I would predict a slight decrease in Goldman Sach’s stock value of 0-1% for the upcoming week, pending further developments in the debt talks and clarity on the debt ceiling timeline.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Home Depot Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 1984-04-19, the company has established its reputation as one of the key players in the market. As of today, Home Depot Inc has a market capitalization of 286493.90 in USD, with 1000.07 shares outstanding.\n",
      "\n",
      "Home Depot Inc operates primarily in the US, trading under the ticker HD on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-23 to 2023-04-30, HD's stock price increased from 296.01 to 296.50. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Retail store closures 'to sharply accelerate going forward': UBS research\n",
      "[Summary]: There are still too many retail stores in existence.\n",
      "\n",
      "[Headline]: The Home Depot Foundation To Fund More Than 750 New Housing Units for Veterans Facing Homelessness\n",
      "[Summary]: The Home Depot\n",
      "\n",
      "[Headline]: Q1 2023 Industrial Logistics Properties Trust Earnings Call\n",
      "[Summary]: Q1 2023 Industrial Logistics Properties Trust Earnings Call\n",
      "\n",
      "[Headline]: The Home Depot, Inc. (HD) is Attracting Investor Attention: Here is What You Should Know\n",
      "[Summary]: Home Depot (HD) has received quite a bit of attention from Zacks.com users lately. Therefore, it is wise to be aware of the facts that can impact the stock's prospects.\n",
      "\n",
      "[Headline]: Where Will Home Depot Stock Be in 3 Years?\n",
      "[Summary]: Home Depot (NYSE: HD) shareholders are facing an unusually weak, short-term growth outlook.  The business is under pressure from rising interest rates and slowing consumer spending as the housing market cools.  With that bigger picture in mind, let's look at the path Home Depot's business might take into 2026 and beyond.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, HD's stock price decreased from 296.50 to 285.73. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Home Depot (HD) Dips More Than Broader Markets: What You Should Know\n",
      "[Summary]: In the latest trading session, Home Depot (HD) closed at $297.70, marking a -0.94% move from the previous day.\n",
      "\n",
      "[Headline]: Compounders And Dividends: April 2023 Portfolio Update\n",
      "[Summary]: Dividend income grew 23.7% year over year, reflecting consistent and robust purchases over the previous year. Click here for a detailed analysis.\n",
      "\n",
      "[Headline]: The Home Depot to Host First Quarter Earnings Conference Call on May 16\n",
      "[Summary]: The Home Depot®, the world's largest home improvement retailer, announced today that it will hold its First Quarter Earnings Conference Call on Tuesday, May 16, at 9 a.m. ET.\n",
      "\n",
      "[Headline]: Elon Musk's Starlink Internet Just Got a Lot Easier to Buy\n",
      "[Summary]: Elon Musk's Starlink kit for Internet access is now available in a brand new place.  Twitter user Nathan Owens (@VirtuallyNathan) posted a screenshot of a Home Depot website listing from Home Depot on Twitter.\n",
      "\n",
      "[Headline]: Home Depot Inc. stock falls Thursday, underperforms market\n",
      "[Summary]: Shares of Home Depot Inc. slipped 2.50% to $285.75 Thursday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, HD's stock price increased from 285.73 to 286.56. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 'Wait for a pullback' for a buying opportunity, says Jim Cramer on how to pick individual stocks\n",
      "[Summary]: 'Mad Money' host Jim Cramer walks investors through the craft of stock picking in a volatile economic environment.\n",
      "\n",
      "[Headline]: Home Depot: Undervalued With Attractive Dividend Yield\n",
      "[Summary]: Home Depot's financial performance has been firm over the long term, creating vast value for HD shareholders. Learn why HD stock is attractively valued.\n",
      "\n",
      "[Headline]: Companies are betting on a demand rebound in second half of year, DHL says\n",
      "[Summary]: Trade demand remains in the doldrums, with only seasonal items like patio furniture on the upswing, but DHL sees a chance of a rebound in second half of 2023.\n",
      "\n",
      "[Headline]: NNN REIT: Stable Dividend But No Alpha\n",
      "[Summary]: NNN REIT is a well-known net lease REIT that has increased its dividend for 33 consecutive years. Find out if the 5% dividend is a reason to buy NNN stock.\n",
      "\n",
      "[Headline]: Final Trades: IBM, Exxon Mobil, Amylyx, and Home Depot\n",
      "[Summary]: The final trades of the day with the Fast Money traders.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, HD's stock price increased from 286.56 to 286.97. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: These Stocks Moved the Most Today: Home Depot, Capital One, Horizon Therapeutics, Tesla, and More\n",
      "[Summary]: Home Depot shares slumped after the home-improvement chain cuts fiscal-year guidance, Berkshire Hathaway initiated a position in Capital One Financial, and the Federal Trade Commission filed a lawsuit to block Amgen's roughly $28 billion acquisition of Horizon Therapeutics.\n",
      "\n",
      "[Headline]: Home Depot's lackluster Q1 shows that remodeling boom is over\n",
      "[Summary]: Customers shied away from flooring, kitchen, and bath during the quarter, another potential signal that they are downsizing projects.\n",
      "\n",
      "[Headline]: Markets Fall on Home Depot Warning, Debt Talks\n",
      "[Summary]: U.S. equities fell on Tuesday, May 16, 2023 as Home Depot’s revenue warning raised concerns about economic growth, and as President Biden met with congressional leaders on the debt ceiling to avoid a government default.\n",
      "\n",
      "[Headline]: 5 things to know before the stock market opens Wednesday\n",
      "[Summary]: Here are the most important news items that investors need to start their trading day.\n",
      "\n",
      "[Headline]: Oppenheimer Maintains Home Depot (HD) Outperform Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for HD. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the HD stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The Home Depot Foundation has announced plans to fund more than 750 new housing units for veterans facing homelessness, which indicates the company's commitment to social responsibility and community development.\n",
      "2. The company has been attracting investor attention as reported by Zacks.com users, which could indicate a positive sentiment towards the stock.\n",
      "3. The company has shown resilience in the face of a challenging market, with its stock price showing a slight increase despite the overall market downturn.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's guidance for the fiscal year has been cut, indicating potential financial challenges.\n",
      "2. The company's sales have been impacted by a decrease in demand for certain products, such as flooring, kitchen, and bath, which may indicate a slowdown in overall business activity.\n",
      "3. The company is facing a potential slowdown in consumer spending as the housing market cools, which could negatively impact its business.\n",
      "4. The company's stock has underperformed the broader market, indicating potential concerns among investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Given the recent developments, it is anticipated that Home Depot's stock price might see a slight decrease in the upcoming week. The company's guidance cut and the decrease in demand for certain products may lead to a decrease in investor confidence. Additionally, the potential slowdown in consumer spending and the broader market downturn may also impact the stock price.\n",
      "\n",
      "However, it is important to note that the company's commitment to social responsibility and community development through the Home Depot Foundation could potentially offset some of these concerns. Furthermore, the company's resilience in the face of market challenges is also a positive sign.\n",
      "\n",
      "Overall, while there are some concerns, it is predicted that the stock price may see a slight decrease in the upcoming week due to the aforementioned factors. However, the company's commitment to social responsibility and community development, as well as its resilience in the face of market challenges, could potentially mitigate some of these concerns.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The Home Depot Foundation's efforts to provide housing for homeless veterans show the company's commitment to social initiatives which can contribute to a positive brand image.\n",
      "2. Zacks.com recently highlighted Home Depot, indicating potential interest from investors, which could lead to increased buying pressure. \n",
      "3. Despite a volatile economic environment, experts like Jim Cramer are advising investors to look for buying opportunities amid pullbacks, stating it could be an ideal time to buy stocks like Home Depot.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There were indications of a slowdown in customer spending within specific Home Depot departments such as flooring, kitchen, and bath, suggestive of a potential downturn in home remodeling activities. \n",
      "2. The company's warning about its fiscal-year revenue can be detrimental to investor sentiment, causing concerns regarding future profit potential.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite the concerns, Home Depot's stock is expected to experience a slight increase of 0-1% next week. The reason for this is twofold; firstly, even amidst market challenges, the company has been able to maintain a relatively stable performance. Secondly, there are positive sentiments from market influencers coupled with potential investor interest. Additionally, the company's commitment to social causes will continue to boost its brand image, attracting supportive investors. Nevertheless, the slowing remodeling boom and fiscal-year revenue warning should be closely monitored as they could impact the stock's performance in the long term.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Home Depot Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 1984-04-19, the company has established its reputation as one of the key players in the market. As of today, Home Depot Inc has a market capitalization of 286493.90 in USD, with 1000.07 shares outstanding.\n",
      "\n",
      "Home Depot Inc operates primarily in the US, trading under the ticker HD on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, HD's stock price increased from 285.73 to 286.56. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Wall Street Bulls Look Optimistic About Home Depot (HD): Should You Buy?\n",
      "[Summary]: The average brokerage recommendation (ABR) for Home Depot (HD) is equivalent to a Buy. The overly optimistic recommendations of Wall Street analysts make the effectiveness of this highly sought-after metric questionable. So, is it worth buying the stock?\n",
      "\n",
      "[Headline]: 10 Best Socially Responsible Stocks to Buy According to Analysts\n",
      "[Summary]: In this article, we will take a look at the 10 best socially responsible stocks to buy according to analysts. To see more such companies, go directly to 5 Best Socially Responsible Stocks to Buy According to Analysts. Socially responsible investing is quickly becoming a norm rather than an exception as more and more people […]\n",
      "\n",
      "[Headline]: Is Lowe's Stock a Buy Now?\n",
      "[Summary]: Investors are about to get some fresh data about Lowe's (NYSE: LOW).  The home improvement chain will announce its fiscal first-quarter update in May, about a week after rival Home Depot (NYSE: HD) reports its results.  The announcement will answer key questions about customer traffic and market share trends, while featuring a potential change in Lowe's fiscal 2023 outlook.\n",
      "\n",
      "[Headline]: The 3 Key Dow Stocks to Watch Next Week\n",
      "[Summary]: Wall Street had a tough week, but major stock indexes mounted a comeback on Friday.  After having seen sizable losses earlier in the day, the Dow Jones Industrial Average (DJINDICES: ^DJI) battled its way back to finish basically flat.  Losses for the S&P 500 (SNPINDEX: ^GSPC) and Nasdaq Composite (NASDAQINDEX: ^IXIC) were also much more modest than they had been earlier in the trading session.\n",
      "\n",
      "[Headline]: How To Invest $100,000 Today: The Near-Perfect Portfolio Strategy\n",
      "[Summary]: With the economy going through boom and bust cycles more frequently, extreme market ups and downs are inevitable. Click here for more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, HD's stock price increased from 286.56 to 286.97. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Be very cautious going into retail earnings, says fmr. Target Vice Chairman Gerald Storch\n",
      "[Summary]: Gerald Storch, Storch Advisors CEO and former Target vice chairman, joins 'Squawk on the Street' to discuss the overall story in retail, if there are big swings in cyclical buying patterns, and much more.\n",
      "\n",
      "[Headline]: Home Depot Inc. stock outperforms competitors on strong trading day\n",
      "[Summary]: Shares of Home Depot Inc. rallied 3.56% to $292.39 Wednesday, on what proved to be an all-around great trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Loop Capital Maintains Home Depot (HD) Hold Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Home Depot: Wait Until Home Sales Are Picking Up\n",
      "[Summary]: Home Depot expected 2023 to be a year of headwinds in consumer discretionary sales. Check out my recommendation on HD stock.\n",
      "\n",
      "[Headline]: Container shipping under pressure as peak season hopes dim\n",
      "[Summary]: Trans-Pacific spot rates have pared earlier gains and remain at loss-making levels. Demand has yet to rebound. The post Container shipping under pressure as peak season hopes dim appeared first on FreightWaves.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, HD's stock price increased from 286.97 to 288.89. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Parade of retailers to face inflation doubts while Nvidia and Zoom answer questions about tech\n",
      "[Summary]: Last week, retailers Walmart and Target provided broad strokes on how rising prices for essentials have reshaped consumer habits. Now come the finer points.\n",
      "\n",
      "[Headline]: As Q1 2023 Earnings Season Ends, Corporate Uncertainty Hits A 3-Quarter High\n",
      "[Summary]: With 95% of S&P 500 companies having reported, Q1 2023 earnings season closes with a final growth rate of -2.2%, officially indicating an earnings recession.\n",
      "\n",
      "[Headline]: Lowe’s Stock Sinks. It’s the Latest to Lower Forecasts Amid Retail Gloom.\n",
      "[Summary]: Lowe's beat expectations for its first-quarter earnings but cut its full-year earnings and revenue outlook on softer consumer spending.\n",
      "\n",
      "[Headline]: Lowe’s Is the Latest Retailer to Lower Forecasts. Its Stock Is Rising Anyway.\n",
      "[Summary]: The home-improvement retailer beat first-quarter-earnings expectations, but cut its full-year earnings and revenue outlook on softer consumer spending.\n",
      "\n",
      "[Headline]: Home Depot Inc. stock rises Friday, outperforms market\n",
      "[Summary]: Shares of Home Depot Inc. rose 2.12% to $292.83 Friday, on what proved to be an all-around positive trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for HD. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the HD stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Home Depot's stock price has been steadily increasing in recent weeks, indicating a positive market sentiment.\n",
      "2. The company's stock has outperformed its competitors, which suggests that it is gaining market share.\n",
      "3. The company's strong trading day and outperformance in the overall stock market suggest a positive market sentiment towards the company.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been rising steadily, which could be a sign of overvaluation.\n",
      "2. The company has been impacted by the broader retail gloom, with a decrease in consumer spending, which could affect its sales and profitability.\n",
      "3. The company's competitor, Lowe's, has lowered its forecasts amid retail gloom, which could affect Home Depot's competitive position.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Despite the positive developments, Home Depot's stock price is expected to face some downward pressure in the coming week. The potential concerns, such as the broader retail gloom and the impact of Lowe's lowered forecasts, may weigh on the company's stock price. Additionally, the company's steadily increasing stock price could be a sign of overvaluation, which could also contribute to a downward pressure on the stock price. Therefore, it is predicted that Home Depot's stock price could decrease by 2-3% in the coming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company stock has been outperforming the market, as reported in recent news. This usually indicates strong investor confidence. \n",
      "2. Home Depot is mentioned as one of the 10 Best Socially Responsible Stocks to buy according to analysts indicating a strong public perception and investment attractiveness.\n",
      "3. The company had a relatively strong trading week (2023-05-14 to 2023-05-21) with a significant rise in share price.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. A note of caution is expressed in the retail sector and specifically for companies like Home Depot due to possible shifts in cyclical buying patterns which may influence company stock adversely. \n",
      "2. Earnings season has concluded with uncertainty hitting a 3-quarter high. This could lead to enhanced volatility given the lack of financial forecasts. \n",
      "3. Lowe's, a direct competitor, has cut its annual forecast due to softer consumer spending which may also impact Home Depot.\n",
      "4. The broader market projection shows retail being under pressure, which may impact Home Depot's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Based on the positive advancements, it's evident Home Depot has been doing well in the recent past with an upward direction in the value of its shares and positive market outperformance. However, the potential concerns cannot be ignored. The market for Home Depot's key competitor, Lowe's, is experiencing some headwinds, which can potentially impact Home Depot's shares too. Additionally, with rising price uncertainties, some caution in the overall retail sector's performance is visible. Considering these factors, it is predicted that Home Depot's stock might experience a slight downturn in the following week (2023-05-28 to 2023-06-04), in the range of 0-1%.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Honeywell International Inc is a leading entity in the Industrial Conglomerates sector. Incorporated and publicly traded since 1985-09-19, the company has established its reputation as one of the key players in the market. As of today, Honeywell International Inc has a market capitalization of 121331.97 in USD, with 663.96 shares outstanding.\n",
      "\n",
      "Honeywell International Inc operates primarily in the US, trading under the ticker HON on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Industrial Conglomerates space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, HON's stock price increased from 192.57 to 196.28. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Honeywell (HON) Unveils Technology for Low-Carbon Aviation Fuel\n",
      "[Summary]: Honeywell's (HON) UOP eFining technology is efficient and produces high-yield eSAF at a lesser cost relative to other comparable technologies.\n",
      "\n",
      "[Headline]: Honeywell International Inc. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Honeywell International Inc. shed 1.39% to $191.61 Tuesday, on what proved to be an all-around rough trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: Honeywell International Inc. stock rises Wednesday, outperforms market\n",
      "[Summary]: Shares of Honeywell International Inc. rallied 2.30% to $196.02 Wednesday, on what proved to be an all-around great trading session for the stock market,...\n",
      "\n",
      "[Headline]: Honeywell International Inc. stock falls Friday, underperforms market\n",
      "[Summary]: Shares of Honeywell International Inc. slipped 0.45% to $197.35 Friday, on what proved to be an all-around poor trading session for the stock market, with...\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 21 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 21 with better than 10% short-term upside, ETF updates and a Dow 30 Pick. Click here to read the full week 21 update.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for HON. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the HON stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Honeywell's UOP eFining technology has been hailed as efficient and cost-effective, potentially leading to increased demand for their services.\n",
      "2. Honeywell's stock price has been steadily rising over the past few weeks, indicating a positive sentiment among investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The stock experienced a slight fall on Tuesday, indicating potential market volatility.\n",
      "2. The company has not reported any basic financial data in recent weeks, which could be a cause for concern among investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Although Honeywell's stock has experienced some fluctuations in recent weeks, the positive developments and trends outweigh the potential concerns. The company's innovative technology and growing investor sentiment suggest that the stock is poised for growth in the coming weeks. The recent increase in the stock price and the lack of negative news suggest a positive outlook for the stock in the near term.\n",
      "\n",
      "Therefore, I predict that Honeywell's stock price will rise by 1-2% in the upcoming week, from 196.28 to 197.50-198.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Honeywell has made strides in sustainable technology development by unveiling its UOP eFining technology. This environmentally conscious move could appeal to investors who prioritize green investments. \n",
      "2. Despite inconsistent weekly performance, Honeywell's stock showcased resilience and ended the week with a gain. This upward trend indicates positive sentiment among investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Honeywell's stock exhibited volatility, with notable drops in its share price throughout the week. This inconsistency could deter investors seeking stability.\n",
      "2. Despite ending the week with a gain, the stock underperformed the market on several days, indicating weaker performance relative to its competition.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Considering the above developments and potential concerns, it is expected that Honeywell's stock might witness a temporary pullback in the upcoming week, with a predicted fall of around 1-2%. Despite the launch of its sustainable technology and weekly gain, the stock's volatility and multiple instances of underperformance may trigger caution among investors. This, along with the absence of substantial positive financial reports, may lead to a slight decrease in its stock price in the near term. However, it's important to monitor market trends as other external factors may affect Honeywell's stock performance.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Honeywell International Inc is a leading entity in the Industrial Conglomerates sector. Incorporated and publicly traded since 1985-09-19, the company has established its reputation as one of the key players in the market. As of today, Honeywell International Inc has a market capitalization of 121331.97 in USD, with 663.96 shares outstanding.\n",
      "\n",
      "Honeywell International Inc operates primarily in the US, trading under the ticker HON on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Industrial Conglomerates space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, HON's stock price increased from 192.57 to 196.28. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 20 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 20 with better than 10% short-term upside, ETF updates and two Dow 30 Picks. Click here to read what investors need to know.\n",
      "\n",
      "[Headline]: Honeywell International Inc. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Honeywell International Inc. shed 1.39% to $191.61 Tuesday, on what proved to be an all-around rough trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: Honeywell (HON), Arcadis to Lower Carbon Impact of Buildings\n",
      "[Summary]: Honeywell (HON) collaborates with Arcadis to help building owners advance their carbon reduction goals and optimize building performance.\n",
      "\n",
      "[Headline]: HONEYWELL SUPPORTS SYDNEY OPERA HOUSE TO REACH SIX STAR GREEN STAR RATING\n",
      "[Summary]: Honeywell (Nasdaq: HON), a Sydney Opera House Global Goals partner since 2021, today announced its contributions to help the UNESCO World Heritage-listed building achieve a 6 Star Green Star rating from the Green Building Council of Australia (GBCA). Key to this achievement was retrofitting the Sydney Opera House with Honeywell's innovative, ready now technology to help support more sustainable operations and to reduce the building's environmental impact.\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 21 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 21 with better than 10% short-term upside, ETF updates and a Dow 30 Pick. Click here to read the full week 21 update.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, HON's stock price decreased from 196.28 to 192.70. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 21 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 21 with better than 10% short-term upside, ETF updates and a Dow 30 Pick. Click here to read the full week 21 update.\n",
      "\n",
      "[Headline]: 3 Undervalued Artificial Intelligence and Robotics Stocks to Buy Now\n",
      "[Summary]: Artificial intelligence (AI) has engulfed the headlines in a frenzy of fortune and fear.  Zebra Technologies (NASDAQ: ZBRA), ABB (NYSE: ABB), and Honeywell International (NASDAQ: HON) are three established companies that are making meaningful investments in new technologies.  Here's what makes each stock a great buy now.\n",
      "\n",
      "[Headline]: Why Honeywell International Inc. (HON) is a Great Dividend Stock Right Now\n",
      "[Summary]: Dividends are one of the best benefits to being a shareholder, but finding a great dividend stock is no easy task. Does Honeywell International Inc. (HON) have what it takes? Let's find out.\n",
      "\n",
      "[Headline]: Honeywell International Inc. stock rises Friday, still underperforms market\n",
      "[Summary]: Shares of Honeywell International Inc. inched 0.77% higher to $193.75 Friday, on what proved to be an all-around great trading session for the stock market,...\n",
      "\n",
      "[Headline]: Undervalued Dividend Stocks Watchlist - Adding LyondellBasell\n",
      "[Summary]: We have not removed or added any companies to the list since the last update in mid-April. See why we're removing HP after this article and replacing it with LYB.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for HON. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the HON stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Honeywell International Inc. has been collaborating with Arcadis to help building owners reduce their carbon impact, which is a positive move towards a sustainable future.\n",
      "2. Honeywell has been recognized as a great dividend stock, which could attract investors seeking stable income.\n",
      "3. Honeywell has been included in the list of undervalued dividend stocks, which could lead to increased interest from investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Honeywell's stock price has been experiencing fluctuations, which could indicate potential instability in the market.\n",
      "2. The company has underperformed the market in certain trading sessions, which could be a cause for concern for investors.\n",
      "3. Honeywell's stock price has decreased over the past week, which could be a sign of potential downward trend.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Based on the current market conditions and the company's recent performance, it's predicted that Honeywell's stock price will experience a slight decrease in the upcoming week. The company's recent underperformance in the market, along with the fluctuations in its stock price, suggest potential instability in the market. While the collaboration with Arcadis and inclusion in the list of undervalued dividend stocks are positive developments, the overall market conditions and the company's recent performance indicate a potential downward trend. Therefore, it's predicted that the stock price will decrease by 2-3% in the upcoming week. However, it's important to note that this is only a prediction and the actual stock price movement could differ.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Honeywell is taking steps towards sustainability, shown with partnership with Arcadis to reduce carbon impact and help Sydney Opera House to reach a 6 Star Green Star rating, which can enhance its corporate image and win favor from environmentally conscious investors.\n",
      "2. Multiple reports indicated Honeywell as an undervalued stock with over 10% short-term upside potential and strong dividend payouts, which can boost investors' confidence and attract more investments.\n",
      "3. Honeywell is investing in artificial intelligence and robotics technologies, keeping pace with the technology trend and potentially drive future growth. \n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The stock price dropped from $196.28 to $192.70 in a week which might suggest investors' decreasing confidence or other concealed negative factors.\n",
      "2. Also, the company is reported as underperforming the market, and the stock fell on a rough trading day, indicating that it might be more susceptible to negative market sentiments.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite some short-term concerns, I predict the HON stock will rise between 0 to 1% in the upcoming week based on the positive developments. The company is performing well in terms of sustainability efforts, short-term stock growth potential, dividend payouts, and promising technology investments. These factors can be appealing for both short-term traders and long-term investors. Although the stock market performance was fairly volatile, the undervaluation of the stock and its resilience to bounce back on a favorable trading day shows promising signs of strength. However, due to the recent fall in its price and the overall market underperformance, the rise can be modest.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "International Business Machines Corp is a leading entity in the Technology sector. Incorporated and publicly traded since 1915-11-11, the company has established its reputation as one of the key players in the market. As of today, International Business Machines Corp has a market capitalization of 132815.60 in USD, with 911.01 shares outstanding.\n",
      "\n",
      "International Business Machines Corp operates primarily in the US, trading under the ticker IBM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-23 to 2023-04-30, IBM's stock price increased from 122.63 to 123.29. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Is IBM Stock a Buy Now?\n",
      "[Summary]: IBM (NYSE: IBM) posted a mixed first-quarter report on April 19. The tech giant's revenue rose 0.4% year over year (4.4% in constant currency terms) to $14.3 billion, which missed analysts' estimates by $30 million.\n",
      "\n",
      "[Headline]: 15 Best Dividend Stocks To Buy and Hold\n",
      "[Summary]: In this article, we discuss 15 best dividend stocks to buy and hold. You can skip our detailed analysis of dividend stocks and their performance over the years, and go directly to read 5 Best Dividend Stocks To Buy and Hold. Growth stocks were all the rage in the mid-20th century because they offered more […]\n",
      "\n",
      "[Headline]: Is IBM a Good AI Stock to Buy Right Now?\n",
      "[Summary]: The tech veteran possesses a decades-long history with artificial intelligence, but the way it's employing AI today is what counts.\n",
      "\n",
      "[Headline]: DURA: An ETF Seeking Dividends With Quality\n",
      "[Summary]: VanEck Durable High Dividend ETF is a large cap dividend fund with valuation and quality criteria well-balanced across sectors. Click here for our full DURA review.\n",
      "\n",
      "[Headline]: IBM, Raytheon, and MetLife Boost Dividends\n",
      "[Summary]: International Business Machines stock is in the red so far this year, but the company just marked 28 straight years of dividend increases.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, IBM's stock price decreased from 123.29 to 120.60. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: IBM to Pause Hiring for Jobs That AI Could Do\n",
      "[Summary]: (Bloomberg) -- International Business Machines Corp. Chief Executive Officer Arvind Krishna said the company expects to pause hiring for roles it thinks could be replaced with artificial intelligence in the coming years.Most Read from BloombergJPMorgan Ends First Republic’s Turmoil After FDIC SeizureFirst Republic’s Jumbo Mortgages Brought On Bank’s FailureBuffett Will Beat the Market as Recession Looms, Investors SayRivian’s Troubles Don’t End at a 93% WipeoutPeak Oil Spells Trouble for Consume\n",
      "\n",
      "[Headline]: IBM chief flags hiring pause as group eyes AI strategy - Bloomberg News\n",
      "[Summary]: Investing.com -- International Business Machines (NYSE:IBM) plans to pause hiring for jobs that the more than century-old U.S. company believes could soon be adopted by artificial intelligence, according to comments made by chief executive officer Arvind Krishna in an interview with Bloomberg News.\n",
      "\n",
      "[Headline]: Big Tech Expects Some Assets to Last Longer. But the Boost to Profit Is Temporary.\n",
      "[Summary]: The extension of the working lives of technical equipment allows companies like Alphabet, IBM and Akamai Technologies to improve their efficiency and profitability as they cut costs.\n",
      "\n",
      "[Headline]: AI and Jobs: Who’s at Risk\n",
      "[Summary]: A study analyzes occupations with exposure to generative AI. While the results don’t necessarily mean job loss, they are disturbing for humanities...\n",
      "\n",
      "[Headline]: Dividend Champion, Contender, And Challenger Highlights: Week Of May 7\n",
      "[Summary]: A weekly summary of dividend activity for Dividend Champions, Contenders, and Challengers. Read more to see the companies with upcoming ex-dividend dates.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, IBM's stock price increased from 120.60 to 121.44. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 11 Best Data Center Stocks to Buy Now\n",
      "[Summary]: In this article, we will look at the 11 best data center stocks to buy now. If you want to skip our detailed analysis of the data center industry, you can go directly to the 5 Best Data Center Stocks to Buy Now. Data Center companies worldwide posted record revenues in 2022, which reached $321.47 […]\n",
      "\n",
      "[Headline]: These 3 Meme Stocks Have Legitimate Long-Term Upside\n",
      "[Summary]: Being hot topics on social media doesn't mean these tickers don't belong in growth investors' portfolios.\n",
      "\n",
      "[Headline]: IBM increasing A.I. investments with 'watsonx'\n",
      "[Summary]: Herb Greenberg, Empire Financial senior editor, joins 'Last Call' to discuss IBM's latest moves into A.I. and what it means for its competitors.\n",
      "\n",
      "[Headline]: 3 Technology Stocks That Pay Strong Dividends\n",
      "[Summary]: When investors are looking for dividend stocks to buy, they may not immediately think of technology stocks. After all, tech stocks are generally associated with capital gains through share price appreciation, not dividends, since many tech stocks do not pay dividends. However, this has begun to change. The technology sector contains many reliable, high-yield dividend stocks. This article will discuss three blue-chip tech stocks with solid dividend yields and high dividend growth potential. Inves\n",
      "\n",
      "[Headline]: Final Trades: IBM, Exxon Mobil, Amylyx, and Home Depot\n",
      "[Summary]: The final trades of the day with the Fast Money traders.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, IBM's stock price increased from 121.44 to 125.81. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Here's what happened during OpenAI CEO Sam Altman's first hearing on artificial intelligence\n",
      "[Summary]: Several lawmakers brought up Section 230 of the Communications Decency Act, the law that has served as the tech industry's legal liability shield for decades.\n",
      "\n",
      "[Headline]: Kyndryl stock falls as IBM-spinoff’s outlook misses Street view\n",
      "[Summary]: Kyndryl Holdings Inc. shares fell in the extended session Tuesday after the managed infrastructure-service business spun off from International Business...\n",
      "\n",
      "[Headline]: Congress and tech seem open to regulating AI efforts, but that doesn't mean it will happen\n",
      "[Summary]: Congress has proved capable at hauling tech executives to Capitol Hill for these type of sessions, but has proved frustratingly incapable of making actual laws.\n",
      "\n",
      "[Headline]: 5 Stocks You Can Confidently Invest $500 in Right Now\n",
      "[Summary]: You don't have to worry about pinpointing an entry point if the underlying company is truly built to last.\n",
      "\n",
      "[Headline]: Should You Investigate International Business Machines Corporation (NYSE:IBM) At US$127?\n",
      "[Summary]: Today we're going to take a look at the well-established International Business Machines Corporation ( NYSE:IBM ). The...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for IBM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the IBM stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. IBM's strong commitment to AI investments, as evidenced by its recent 'watsonx' initiative, may potentially drive innovation and growth.\n",
      "2. The company's consistent dividend payments, with 28 years of consecutive dividend increases, indicate a strong financial position and potential for future growth.\n",
      "3. The company's hiring pause for roles that AI could do suggests a proactive approach to adapting to technological advancements.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's recent pause in hiring could indicate a potential slowdown in growth and revenue.\n",
      "2. The company's decision to pause hiring for roles that AI could do could potentially lead to a loss of market share if competitors are able to adapt and adopt these technologies more quickly.\n",
      "3. The company's exposure to the potential regulation of AI efforts by Congress and lawmakers could potentially lead to increased costs and potential legal liabilities.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite some potential concerns, IBM's strong commitment to AI investments and consistent dividend payments suggest a strong financial position and potential for future growth. The company's proactive approach to adapting to technological advancements through its hiring pause may also help to position it for future success. However, the potential regulatory risks and potential loss of market share due to the company's pause in hiring could potentially impact the company's performance in the short term. Overall, I predict a moderate increase in IBM's stock price for the upcoming week (2023-05-21 to 2023-05-28), potentially in the range of 1-2%.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. IBM has marked 28 straight years of dividend increases, which demonstrates financial stability and could help attract income-minded investors.\n",
      "2. The company is strategically enhancing its Artificial Intelligence capabilities, signalling a focus on innovative and high-growth technologies.\n",
      "3. IBM's potential inclusion in passive exchange-traded funds is a good sign that could lead to an increase in buying activity and a subsequently elevated share price.\n",
      "4. The company's recent increase in stock price from 121.44 to 125.81.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. IBM's revenue growth was not robust and missed analysts' estimates, indicating potential problems in company growth.\n",
      "2. The company's announcement to potentially pause hiring for roles that could be replaced with AI, may cause temporary productivity lapses and concerns about job security.\n",
      "3. The company faces intense competition from other players in the technology space which could impact their market share and profitability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite some potential concerns, strong dividends, strategic AI investments, and recent stock price increases all point to sustained positive sentiment for IBM in the near term. Given these factors, it is reasonable to expect a modest rise of 1-2% in IBM's stock price in the following week. This forecast is further bolstered by the company's potential inclusion in passive exchange-traded funds, which can increase buying activity and consequently IBM's share price. The future effects of AI on IBM's workforce may become a cause for concern in the long run, but for the immediate week, the aforementioned positive factors seem to take precedence. Therefore, the prediction for next week's stock activity is a modest increase.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "International Business Machines Corp is a leading entity in the Technology sector. Incorporated and publicly traded since 1915-11-11, the company has established its reputation as one of the key players in the market. As of today, International Business Machines Corp has a market capitalization of 132815.60 in USD, with 911.01 shares outstanding.\n",
      "\n",
      "International Business Machines Corp operates primarily in the US, trading under the ticker IBM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, IBM's stock price increased from 125.81 to 127.42. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: International Business Machines Corp. stock underperforms Monday when compared to competitors despite daily gains\n",
      "[Summary]: Shares of International Business Machines Corp. inched 0.19% higher to $127.50 Monday, on what proved to be an all-around mixed trading session for the stock...\n",
      "\n",
      "[Headline]: International Business Machines Corp. stock outperforms competitors on strong trading day\n",
      "[Summary]: Shares of International Business Machines Corp. inched 0.53% higher to $128.18 Tuesday, on what proved to be an all-around rough trading session for the...\n",
      "\n",
      "[Headline]: IBM To Grant $5 Million In-Kind for Schools To Boost Cybersecurity, Together With Enhanced Skilling on AI\n",
      "[Summary]: IBM In response to the growing threat of ransomware attacks against schools around the world, IBM (NYSE: IBM) today announced it will provide in-kind grants valued at $5 million to help address cybersecurity resiliency in schools. Since its creation in 2021, the IBM Education Security Preparedness Grants program has expanded globally, and this year will also include enhanced offerings from IBM SkillsBuild on topics including AI and cybersecurity.\n",
      "\n",
      "[Headline]: Splunk Q1 Earnings: Surprisingly Strong Results\n",
      "[Summary]: Splunk's newly updated guidance shows that there's still a growth engine in the company after Q1 results. Click here for an updated look at SPLK stock.\n",
      "\n",
      "[Headline]: International Business Machines Corp. stock underperforms Friday when compared to competitors despite daily gains\n",
      "[Summary]: Shares of International Business Machines Corp. rose 1.68% to $128.89 Friday, on what proved to be an all-around great trading session for the stock market,...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for IBM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the IBM stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. IBM announced a $5 million in-kind grant to help schools improve their cybersecurity, which could help the company establish a positive reputation and potentially attract new customers.\n",
      "2. The company's stock outperformed competitors on a couple of trading days, indicating strong market sentiment.\n",
      "3. IBM's stock price showed a consistent upward trend over the past few weeks, suggesting investor confidence in the company's future performance.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite the positive news, IBM's stock underperformed on several trading days, which could indicate concerns about the company's performance or potential challenges in the market.\n",
      "2. The lack of basic financial reports could indicate potential issues with the company's financial health or stability, which could negatively impact the stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Given the positive developments, such as the grant to schools and the outperformance against competitors, it's likely that IBM's stock price will continue to trend upwards in the coming week. The consistent upward trend in the stock price also suggests that investors have a positive outlook on the company's future performance.\n",
      "\n",
      "However, the lack of basic financial reports could potentially indicate some underlying issues that could negatively impact the stock price. Therefore, while the positive developments suggest a positive outlook, it's essential to keep a close eye on the company's financial health in the coming weeks.\n",
      "\n",
      "In conclusion, while there are potential concerns, the positive developments outweigh them, and therefore, it's predicted that IBM's stock price will increase by 1-2% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. IBM has achieved steady stock gains over the past week, with a notable 1.68% rise on Friday. \n",
      "2. News of IBM offering an in-kind grant to boost cybersecurity in schools addresses a growing global issue and demonstrates the company's commitment to social responsibility.\n",
      "3. Outperformance against competitors on a rough trading day signifies resilience in the company’s market position.\n",
      "4. Despite being unrelated directly to IBM, Splunk's strong Q1 earnings in the same industry are a positive signal for tech sector stocks.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. IBM's stock underperformed compared to its competitors multiple times during the week indicating potential market volatility.\n",
      "2. The absence of basic financial data introduces possible uncertainty as it does not provide clear insight into IBM's financial strength or weaknesses.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: While the company faced a couple of underperforming days against market competitors, IBM has managed overall to reflect a steady increment in its stock price over this past week. IBM's positive social initiative of offering grants to address cybersecurity in schools is likely to favor investor sentiment. Coupled with resilience proven on a tough trading day and an optimistic outlook on the sector, the projection suggests an upward trajectory albeit with a small margin. Thus, IBM's stock is expected to gain 0-1% next week. However, given the company's underperformance on select days and the lack of recent financial data available, it will be essential to monitor IBM's performance closely for early indicators of possible divergence from this prediction. But based on current evidence, the minor growth trajectory seems achievable.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Intel Corp is a leading entity in the Semiconductors sector. Incorporated and publicly traded since 1971-10-13, the company has established its reputation as one of the key players in the market. As of today, Intel Corp has a market capitalization of 157172.48 in USD, with 4188.00 shares outstanding.\n",
      "\n",
      "Intel Corp operates primarily in the US, trading under the ticker INTC on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Semiconductors space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, INTC's stock price decreased from 30.88 to 28.85. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: More than 191,000 tech-sector employees have lost their jobs since the start of 2023\n",
      "[Summary]: LinkedIn is the latest tech company to announce layoffs.\n",
      "\n",
      "[Headline]: Better Chip Stock: AMD vs. Qualcomm\n",
      "[Summary]: AMD (NASDAQ: AMD) and Qualcomm (NASDAQ: QCOM) both saw their stocks close at record highs in late 2021.  At the time, both semiconductor companies seemed poised to profit from the global chip shortage.  The buying frenzy in growth stocks throughout the year amplified their gains and further inflated their valuations.\n",
      "\n",
      "[Headline]: Intel Corp. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Intel Corp. sank 0.43% to $29.97 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: ASML: Ignore The Destruction Of Demand - Effective Monopoly Remains Unchallenged\n",
      "[Summary]: ASML is the latest semiconductor supply chain company to be impacted by the economic downturn, with a likely recession by H2'23. Click here to read more.\n",
      "\n",
      "[Headline]: Intel: Learning To Walk Again\n",
      "[Summary]: Intel delivered a better than expected earnings report. See why I continue to assign a 'Hold/ equal weight' rating to INTC stock.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, INTC's stock price increased from 28.85 to 29.82. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: More than 194,000 tech-sector employees have lost their jobs since the start of 2023\n",
      "[Summary]: 2023 has already surpassed 2022 for global tech redundancies.\n",
      "\n",
      "[Headline]: ‘Less ugly’ PC market could turn around by end of year as AMD and Intel shed inventory: analyst\n",
      "[Summary]: After record PC sales driven by the COVID-19 pandemic led to an oversupply of chips, one analyst expects a return to normal by the end of 2023.\n",
      "\n",
      "[Headline]: TSMC vs. Intel: The New Frontier of Chiplet Technologies\n",
      "[Summary]: Taiwan Semiconductor Manufacturing and Intel compete in chip manufacturing and are also crossing paths in a distinct market.\n",
      "\n",
      "[Headline]: AMD: Data Center Doom Scenario Unfolding\n",
      "[Summary]: Advanced Micro Devices, Inc. operates as a semiconductor company worldwide. Click here to read my analysis of AMD stock.\n",
      "\n",
      "[Headline]: Nvidia's ChatGPT Windfall\n",
      "[Summary]: Microsoft’s AI infrastructure revolves around Nvidia Corporation's GPU datacenter accelerators such as the H100, unveiled in 2022. Click here to read more.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for INTC. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the INTC stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Intel delivered a better-than-expected earnings report, indicating the company's financial health and stability.\n",
      "2. Despite the recent stock market downturn, INTC's stock price slightly increased from 28.85 to 29.82, indicating resilience in the company's stock.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The global tech sector is experiencing significant job losses, which could negatively impact Intel's demand.\n",
      "2. The company is competing in a highly competitive market, with companies like AMD and Qualcomm performing well, which could lead to increased competition and potential loss of market share.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Despite some positive developments, the overall sentiment for Intel Corp (INTC) is bearish for the next week. The company is facing significant challenges, particularly in the context of the global tech sector's job losses and increased competition. These factors could lead to a decrease in demand for Intel's products and a subsequent decrease in its stock price.\n",
      "\n",
      "Moreover, the recent announcement of Intel's learning to \"walk again\" after delivering a better-than-expected earnings report may indicate that the company is still recovering from the global tech sector's downturn. This could also contribute to a potential decrease in the stock price.\n",
      "\n",
      "Therefore, considering the current market conditions and the company's performance, it is predicted that INTC's stock price might decrease by around 2-3% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Intel delivered a better than expected earnings report which might have added some level of optimism among investors.\n",
      "2. The PC market, which has been underperforming due to oversupply of chips, is expected to normalize by the end of 2023. As one of the key players in the market, Intel could benefit from this turnaround.\n",
      "3. Intel is competing with Taiwan Semiconductor Manufacturing in chip manufacturing and making strides in a distinct market sector, showing their adaptability and potential for growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Significant lay-offs in the tech-sector with over 194,000 employees losing their jobs since the beginning of 2023, signals a turbulent time in the tech industry, which could negatively affect Intel's prospects.\n",
      "2. Adverse market performance where Intel Corp's stock underperformed in relation to the market, which signifies weakened investor confidence.\n",
      "3. The impending economic downturn that may occur by H2'23, which is expected to impact semiconductor supply chain companies like Intel.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: The positive developments from Intel's solid earnings report, potential improvements in the PC market, and strides in chip manufacturing areas are encouraging signs. However, these might be overshadowed by larger macroeconomic and industry-specific pressures. The significant lay-offs represent broader challenges in the tech sector, potentially affecting Intel's operations and overall market sentiment. The underperformance of Intel stock in the market indicates weakened investor confidence that might prolong until the company can demonstrate a strong turnaround. The anticipated economic downturn, predicted to impact the semiconductor industry by the second half of 2023, adds another layer of uncertainty, potentially disrupting Intel's business operations and supply chain.\n",
      "\n",
      "Given these considerations, it is anticipated that the INTC stock will decrease by around 3-4% in the following week. This prediction factors in the ongoing challenges within the sector and potential impact of the impending downturn. The company might need to bolster their business resilience and adaptability strategies to mitigate potential risks and downtrends. However, the volatility of the stock market means that these forecasts may change depending on new information or changes in market conditions.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Intel Corp is a leading entity in the Semiconductors sector. Incorporated and publicly traded since 1971-10-13, the company has established its reputation as one of the key players in the market. As of today, Intel Corp has a market capitalization of 157172.48 in USD, with 4188.00 shares outstanding.\n",
      "\n",
      "Intel Corp operates primarily in the US, trading under the ticker INTC on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Semiconductors space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, INTC's stock price increased from 28.85 to 29.82. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Intel Corp. stock underperforms Tuesday when compared to competitors\n",
      "[Summary]: Shares of Intel Corp. slipped 1.95% to $29.22 Tuesday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Why Advanced Micro Devices Surged Today\n",
      "[Summary]: One analyst sees the PC industry \"normalizing,\" while high-profile hedge fund managers added to AMD in Q1.\n",
      "\n",
      "[Headline]: Thinking About Buying NVIDIA Stock? Be Careful.\n",
      "[Summary]: NVIDIA's (NASDAQ: NVDA) graphics chips are widely used for artificial intelligence (AI) workloads.  AI hype is one reason why shares of NVIDIA have shot through the roof this year.  Despite tumbling revenue and profit in the latest quarter, driven by crashing demand for PCs and the end of the cryptocurrency bubble, NVIDIA stock has more than doubled so far in 2023.\n",
      "\n",
      "[Headline]: Nvidia's ChatGPT Windfall\n",
      "[Summary]: Microsoft’s AI infrastructure revolves around Nvidia Corporation's GPU datacenter accelerators such as the H100, unveiled in 2022. Click here to read more.\n",
      "\n",
      "[Headline]: Bid Farewell To Intel, And Buy These High-Yield Dividend Aristocrats Instead\n",
      "[Summary]: When the dividend is cut, it's time to sell. Now it's time to bid farewell to Intel stock. Click here to see what you should buy to replace INTC stock.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, INTC's stock price decreased from 29.82 to 28.90. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: CORRECTED-Intel gives details on future AI chips as it shifts strategy\n",
      "[Summary]: Intel Corp on Monday provided a handful of new details on a chip for artificial intelligence (AI) computing it plans to introduce in 2025 as it shifts strategy to compete against Nvidia Corp and Advanced Micro Devices Inc.  At a supercomputing conference in Germany on Monday, Intel said its forthcoming \"Falcon Shores\" chip will have 288 gigabytes of memory and support 8-bit floating point computation.  The details are also among the first to trickle out as Intel carries out a strategy shift to catch up to Nvidia, which leads the market in chips for AI, and AMD, which is expected to challenge Nvidia's position with a chip called the MI300.\n",
      "\n",
      "[Headline]: Nvidia Stock Has Risen on AI. How It’s Taking On Intel and AMD in Supercomputers.\n",
      "[Summary]: Nvidia said a new supercomputer will be based on its Grace CPU Superchip, marking a push into an area dominated by Intel and AMD.\n",
      "\n",
      "[Headline]: Nvidia Q1: Dead Money Walking\n",
      "[Summary]: Nvidia reports Q124 results after market close tomorrow. Its lofty valuations and dismal sell-throughs suggest NVDA stock is due for a major correction. Read more here.\n",
      "\n",
      "[Headline]: CNBC Daily Open: Nvidia, A.I. and markets\n",
      "[Summary]: Nvidia shares exploded yesterday, and helped uplift other tech and semiconductor companies. But is the optimism an AI-induced hallucination?\n",
      "\n",
      "[Headline]: Dow Jones Today: Index Up on Debt Ceiling Hopes\n",
      "[Summary]: The Dow Jones Industrial Average rose 1.1%, or 350 points, breaking its weeklong losing streak as negotiators in Washington closed in on a deal to raise the debt ceiling and excitement about artificial intelligence percolated through markets.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for INTC. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the INTC stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Intel Corp is shifting its strategy to compete with Nvidia and AMD in the AI market. This could potentially lead to new and innovative products, which could drive sales and increase profitability.\n",
      "2. Intel Corp is set to release its \"Falcon Shores\" chip, which could provide significant performance improvements in AI computing.\n",
      "3. Intel's stock has underperformed compared to competitors, which could suggest that investors are undervaluing the company.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Intel's stock has underperformed in comparison to competitors, which could indicate that the market has lost confidence in the company.\n",
      "2. The company's AI-focused strategy shift could be risky, as it may not be successful in the highly competitive AI market.\n",
      "3. The company's Q1 results were not impressive, which could lead to a decrease in investor confidence.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Given the current market conditions, Intel's stock price may experience a slight decrease in the upcoming week. While the company's shift to compete with Nvidia and AMD in the AI market could be seen as a positive development, the potential risks associated with this strategy could outweigh any potential benefits. Additionally, the company's underperformance compared to competitors and lackluster Q1 results could contribute to a downward trend in the stock price. However, it's worth noting that the market has been known to be volatile and unpredictable, so there is always a chance for unexpected developments that could impact the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Intel Corp provided details of its future AI chip 'Falcon Shores', due in 2025, showing a strategy shift to compete against Nvidia Corp and Advanced Micro Devices Inc.\n",
      "2. Despite a turbulent stock market, Intel Corp had seen a previous week-on-week stock price increase from $28.85 to $29.82.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Intel Corp's shares underperformed compared to competitors on a notably dismal trading day for the stock market.\n",
      "2. An analyst recommended selling Intel Corp stock when dividends were cut and suggested investors to buy high-yield Dividend Aristocrats instead.\n",
      "3. Nvidia Corp is pushing into the supercomputer area, traditionally dominated by Intel Corp.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 3-4%\n",
      "Analysis: In the short term, stock prices are often driven by investor sentiment, which can be influenced by news regarding a company. Despite some negative news affecting Intel Corp, the company also made significant strides towards innovation. The announcement of their AI chip, Falcon Shores, indicates Intel Corp's proactive efforts in staying competitive within the semiconductor space. This step towards innovation may have positive implications for their future performance and could boost investor confidence.\n",
      "\n",
      "However, there are also potential risks to consider, including the performance compared to competitors and recommendations by analysts to sell their stock. Furthermore, the expanding market reach of Nvidia poses a competitive threat. \n",
      "\n",
      "In the upcoming week (2023-05-28 to 2023-06-04), it is anticipated that the stock price will increase by 3-4%, mainly due to the positivity associated with the AI chip development outweighing the negative factors. However, it's crucial to monitor news and developments, as the competitive landscape of this sector makes it susceptible to volatile price movements. \n",
      "\n",
      "Investors should remember that while the short-term outlook appears favorable, high volatility in Intel's stock price indicates potential risks, and investing should align with individual risk tolerance levels and investment objectives.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Johnson & Johnson is a leading entity in the Pharmaceuticals sector. Incorporated and publicly traded since 1944-09-25, the company has established its reputation as one of the key players in the market. As of today, Johnson & Johnson has a market capitalization of 359238.17 in USD, with 2408.01 shares outstanding.\n",
      "\n",
      "Johnson & Johnson operates primarily in the US, trading under the ticker JNJ on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Pharmaceuticals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, JNJ's stock price decreased from 160.30 to 158.43. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: These 2 Top Stocks Just Declared Dividend Raises\n",
      "[Summary]: These companies manage to keep growing and generating excess profits, which is admirable given their age and size.\n",
      "\n",
      "[Headline]: Does Johnson & Johnson's Kenvue Spinoff Make Sense?\n",
      "[Summary]: In this podcast, Motley Fool producer Ricky Mulvey and senior analyst Asit Sharma discuss:  Johnson & Johnson's spinoff of its consumer health company, Kenvue. If Darden Restaurants is getting a good deal on its acquisition of Ruth's Hospitality Group.\n",
      "\n",
      "[Headline]: Teleflex (TFX) Q1 Earnings Top Estimates, 2023 Sales View Up\n",
      "[Summary]: Teleflex (TFX) registers growth across the majority of its businesses, including double-digit increases in interventional and surgical revenues in Q1.\n",
      "\n",
      "[Headline]: LGI: A Worthy Global Fund To Add To Your Portfolio Today\n",
      "[Summary]: Lazard Global Total Return and Income Fund invests in a portfolio of stocks from around the world. Is the LGI CEF a good buy now? Click for our analysis.\n",
      "\n",
      "[Headline]: 2 No-Brainer Healthcare Stocks to Buy Right Now\n",
      "[Summary]: Return on invested capital (ROIC) may be one of the best metrics to find which stocks will outperform the market.  Measuring a company's profitability compared to its debt and equity, a consistently high ROIC indicates a wide moat surrounding a business's operations.  For example, the top 40% of ROICs in the Motley Fool's \"investable universe\" nearly doubled the returns of their lower-ranked peers since 2003 -- and did even better if their ROICs were rising over time.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, JNJ's stock price decreased from 158.43 to 156.58. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: How The Pharmaceutical Industry Is Using AI\n",
      "[Summary]: Industry-leading pharmaceutical firms are adopting AI to drive value for the future of their enterprise. Several companies in the PPH ETF are currently integrating AI into their operations.\n",
      "\n",
      "[Headline]: Which Is the Better Forever Stock: Johnson & Johnson or UnitedHealth Group?\n",
      "[Summary]: Johnson & Johnson (NYSE: JNJ) and UnitedHealth Group (NYSE: UNH) are considered great healthcare stocks to hold for the long term because of their size, steady cash flow, and above-average dividends.  Neither stock has performed particularly well this year, with Johnson & Johnson's shares down more than 9% in 2023 and UnitedHealth's shares down more than 7%.  UnitedHealth is the nation's largest private health insurer, with more than 400,000 employees.\n",
      "\n",
      "[Headline]: Got $5,000? These 3 High-Yielding Dividend Stocks Are Trading Near Their 52-Week Lows\n",
      "[Summary]: If you're buying a dividend stock that's trading near its low for the year, it stands to reason that the yield is also higher than it would normally be.  The tough part is ensuring you have found a quality stock.  Three that qualify are Johnson & Johnson (NYSE: JNJ), Paychex (NASDAQ: PAYX), and Keurig Dr Pepper (NASDAQ: KDP).\n",
      "\n",
      "[Headline]: Spin-offs vs. parent companies: Where to invest?\n",
      "[Summary]: CNBC's Seema Mody reports on the trend of companies spinning off units, and those new firms performing better than their parent companies. David Dubner, Goldman Sachs global head of mergers and acquisitions, also discusses the trend.\n",
      "\n",
      "[Headline]: argenx: Q1 Earnings, High Stakes Biotech Play - Soaring Success Or Icarus' Fall\n",
      "[Summary]: argenx impresses with $218M Q1 Vyvgart revenue, exceeding consensus. Check out our analysis of ARGX stock and why we maintain a Hold rating.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for JNJ. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the JNJ stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Johnson & Johnson has been declared a dividend raise, which is a positive indication of the company's financial health and investor confidence.\n",
      "2. The company has been innovating and driving progress within the industry.\n",
      "3. The company's consumer health company, Kenvue, has been spun off, which could potentially lead to increased efficiency and profitability.\n",
      "4. The company's Q1 earnings topped estimates, indicating strong financial performance.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been decreasing since 2023-05-14, which could be a concern for investors.\n",
      "2. The company is facing competition from other pharmaceutical companies, such as Teleflex, which has reported strong Q1 earnings.\n",
      "3. The industry-wide trend of companies adopting AI could potentially disrupt the traditional pharmaceutical business model, which could affect Johnson & Johnson's operations.\n",
      "4. The company's stock is trading near its 52-week low, which could indicate a potential price drop in the near future.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Considering the recent trends and developments, it's likely that Johnson & Johnson's stock price will continue to decrease in the upcoming week. The company's stock price has been in a downward trend since 2023-05-14, which could be a sign of investor skepticism. Additionally, the company is facing increasing competition from other pharmaceutical companies, which could impact its market share and profitability.\n",
      "\n",
      "Furthermore, the trend of companies adopting AI could potentially disrupt the traditional pharmaceutical business model, which could affect Johnson & Johnson's operations. The company's stock is also trading near its 52-week low, which could indicate a potential price drop in the near future.\n",
      "\n",
      "In light of these factors, it's possible that Johnson & Johnson's stock price could decrease by 2-3% in the upcoming week. However, it's important to note that this is only a prediction and actual stock price movements can be affected by various factors, including changes in market sentiment, global economic conditions, and company-specific developments.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Johnson & Johnson’s announcement of a dividend raise indicates a robust financial position.\n",
      "2. The planned spinoff of its consumer health company, Kenvue, signifies a strategic move towards focus and growth in core pharmaceutical business.\n",
      "3. The company is gaining recognition as a solid choice for high yielding dividend stock trading near 52-week lows, attractive to investors looking for discounted yet promising stocks.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. JNJ's shares have fallen more than 9% in 2023, reflecting a weak performance in the market.\n",
      "2. The trend of spin-off companies outperforming parent companies, as discussed by Goldman Sachs Global Head of Mergers and Acquisitions, could lead to decreased investor confidence in the parent JNJ despite its planned Kenvue spinoff.\n",
      "3. The company operates in the competitive pharmaceuticals sector, which is rapidly transforming through digitization and AI, requiring constant innovation and adaptation.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: The upcoming week may see a further fall in the stock price in the range of 2-3%. This is primarily due to the weak performance of the stock in 2023 and the looming uncertainty around the effectiveness of the Kenvue spinoff strategy. The downward pressure on the stock price may persist because irrespective of the purpose of the Kenvue spinoff, parent companies have generally underperformed according to a recent trend. Despite the allure of increased dividend yield, these substantial concerns may lead to cautious investor sentiment, thereby applying downward pressure on the stock price. Johnson & Johnson must work strategically through these challenges to restore investor confidence for a potential rebound.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Johnson & Johnson is a leading entity in the Pharmaceuticals sector. Incorporated and publicly traded since 1944-09-25, the company has established its reputation as one of the key players in the market. As of today, Johnson & Johnson has a market capitalization of 359238.17 in USD, with 2408.01 shares outstanding.\n",
      "\n",
      "Johnson & Johnson operates primarily in the US, trading under the ticker JNJ on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Pharmaceuticals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, JNJ's stock price decreased from 158.43 to 156.58. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Don’t Panic. 3 Defensive Stocks to Diversify Into ASAP\n",
      "[Summary]: Investors seeking to preserve their capital are increasingly turning to defensive stocks amidst the volatility. These stocks have defensive qualities and the potential to grow dividends, supported by strong free cash flow. While they may not be exciting, defensive stocks have a proven track record of profitability and growth, even in challenging economic conditions. They continuously produce high levels of revenue and cash flow profits, have generally fair price-to-earnings percentages, and offe\n",
      "\n",
      "[Headline]: 2 Dividend Stocks to Double Up On Right Now\n",
      "[Summary]: The continued bear market in stocks has a silver lining.  Johnson & Johnson (NYSE: JNJ) and Prologis (NYSE: PLD) are great stocks to double up on right now for those with a low allocation to these leading dividend payers.  Meanwhile, investors who don't own them yet should consider adding them to their portfolio.\n",
      "\n",
      "[Headline]: 7 Upcoming Dividend Increases, Including 1 Dividend King\n",
      "[Summary]: All these stocks have at least five fiscal years of dividend growth history and come from the U.S. Dividend Champions List. Click here to read more.\n",
      "\n",
      "[Headline]: Artificial Intelligence Engine Predicts NVAX Stock to Gain 7% by June 15\n",
      "[Summary]: The world’s foremost artificial intelligence stock trading algorithm, An-E, predicts that Novavax (NASDAQ:NVAX) stock will gain 7% by June 15. An-E (pronounced Annie) has made this kind of prediction before. Back in December, Wall Street was bullish on Johnson & Johnson (NYSE:JNJ). Analysts were convinced JNJ could only go up… but An-E knew better. The algorithm said that JNJ stock was headed down 10% over one month… and JNJ stock fell that exact amount. Wall Street was shocked… but An-E saw it\n",
      "\n",
      "[Headline]: Kenvue Just IPO'd, but Is the Stock a Buy?\n",
      "[Summary]: With its listing on the New York Stock Exchange on May 4 and the conclusion of its initial public offering (IPO) on May 8, Kenvue (NYSE: KVUE) is finally a separate entity from Johnson & Johnson (NYSE: JNJ).  The IPO raised net proceeds of $4.2 billion, and it marks the birth of a new giant within the consumer health products industry.  In case you aren't familiar, Kenvue owns the rights to dozens of popular consumer health brands like Listerine, Aveeno, Tylenol, Motrin, Baby Powder, and even Band-Aids.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, JNJ's stock price decreased from 156.58 to 153.24. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Viridian Therapeutics Has Promise\n",
      "[Summary]: Shares of Viridian Therapeutics are off some 40% since setting an all-time high in January following a positive readout on VRDN-001. Click for more on VRDN.\n",
      "\n",
      "[Headline]: Bristol Myers (BMY) Thrombosis Drug Gets Fast Track Designation\n",
      "[Summary]: Bristol Myers (BMY) obtains Fast Track Designation from the FDA for milvexian, which is being developed in collaboration with Johnson and Johnson's Janssen.\n",
      "\n",
      "[Headline]: Tylenol-Maker Kenvue Poised to Get Wall Street Ratings After IPO\n",
      "[Summary]: (Bloomberg) -- Kenvue Inc., the consumer health business that Johnson & Johnson spun off this month, will be eligible for ratings from a slew of major Wall Street banks next week, offering a chance to see how analysts are assessing initial public offerings amid the latest equities volatility and recession worries. Most Read from BloombergEurope’s Economic Engine Is Breaking DownCathie Wood’s ARKK Dumped Nvidia Stock Before $560 Billion Surge‘Last of Us’ Multiplayer Video Game Faces Setbacks at S\n",
      "\n",
      "[Headline]: Buy the Dip On These Warren Buffett Stocks\n",
      "[Summary]: If you're like Warren Buffett, you favor solid companies that perform over the long term -- and, at the same time, reward investors with passive income.  Buffett has made his fortune -- and the fortune of others as Berkshire Hathaway chairman -- by sticking to that idea.  Well, an opportunity is here for two Buffett favorites.\n",
      "\n",
      "[Headline]: Bearish Bets: 3 Stocks You Should Really Consider Shorting This Week\n",
      "[Summary]: Using technical analysis of the charts of those stocks, and, when appropriate, recent actions and grades from TheStreet's Quant Ratings, we zero in on three names.  While we will not be weighing in with fundamental analysis, we hope this piece will give investors interested in stocks on the way down a good starting point to do further homework on the names.  Johnson & Johnson  recently was downgraded to Hold with a C+ rating by TheStreet's Quant Ratings.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for JNJ. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the JNJ stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Johnson & Johnson is a leading entity in the Pharmaceuticals sector with a strong reputation and established position in the market.\n",
      "2. The company is continuously producing high levels of revenue and cash flow profits, indicating its financial stability.\n",
      "3. Johnson & Johnson is considered a defensive stock, which means it has the potential to grow dividends and perform well in challenging economic conditions.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been experiencing a downward trend, decreasing by 3% from 156.58 to 153.24 over a week.\n",
      "2. The company's stock was downgraded to Hold with a C+ rating by TheStreet's Quant Ratings.\n",
      "3. The company is facing competition from other pharmaceutical companies, which could negatively impact its sales and profitability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Although Johnson & Johnson's stock has been experiencing a downward trend, the company's strong financial performance and defensive qualities suggest that it may be a good investment in the long term. The company's position as a leading entity in the Pharmaceuticals sector, coupled with its ability to produce high levels of revenue and cash flow profits, indicates its financial stability. Additionally, the company's status as a defensive stock suggests that it could perform well in challenging economic conditions.\n",
      "\n",
      "Furthermore, the company's recent IPO of Kenvue, a consumer health business, could potentially lead to increased revenue and profitability in the future. However, this could also lead to increased competition in the consumer health products industry.\n",
      "\n",
      "Considering these factors, it is predicted that Johnson & Johnson's stock price could potentially increase by 2-3% over the next week. This prediction is based on the company's strong financial performance, defensive qualities, and potential for future growth. However, it is important to note that the stock market is inherently unpredictable, and there are always risks involved in investing.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Johnson & Johnson is included in the list of stocks with upcoming dividend increases, indicating a strong financial position able to return value to shareholders.\n",
      "2. Johnson & Johnson spin-off Kenvue's successful IPO indicates effective business restructuring that can potentially add value.\n",
      "3. The company is viewed as a defensive stock during market volatility, suggesting investor trust in its stability and resilience.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. An artificial intelligence engine predicted a decrease in JNJ's stock price which matched actual movement, suggesting a potential ongoing negative trend.\n",
      "2. JNJ faced a downgrade to “Hold” from TheStreet's Quant Ratings that can undermine investor confidence.\n",
      "3. Competition in the health sector, like Bristol Myers' FDA Fast Track Designation, can impact JNJ's market share and disrupt its dominant position.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: While Johnson & Johnson's overall trajectory indicates stability, the recent artificial intelligence prediction and the downgrade from TheStreet's Quant Ratings suggest potential key obstacles. That being said, the successful IPO of its spin-off Kenvue, acknowledgement as a defensive stock, and anticipated dividend hikes combine to paint a hopeful picture, hinting towards the company's tough resilience and ability to stay afloat amidst a challenging market environment. Thus, it is anticipated that JNJ stock price might witness a moderate increase (up to 1%) during the coming week. The prediction is primarily driven by the company's impressive defensive qualities and expected dividends that are likely to attract conservative investors focused on long-term gains and stability.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Coca-Cola Co is a leading entity in the Beverages sector. Incorporated and publicly traded since 1950-01-26, the company has established its reputation as one of the key players in the market. As of today, Coca-Cola Co has a market capitalization of 244013.50 in USD, with 4324.34 shares outstanding.\n",
      "\n",
      "Coca-Cola Co operates primarily in the US, trading under the ticker KO on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Beverages space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, KO's stock price decreased from 63.12 to 61.86. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Looking for Safety and Defensiveness? It’s Not Too Late to Buy These 3 Stocks\n",
      "[Summary]: Defensive companies have stable financial positions, reliable dividends, and predictable cash flows. Think of them as safe stocks. Indeed, companies that provide defensiveness are sought after in times of stress. Right now, these safe stocks may be in higher demand, as capital continues to rotate in the market. For those looking to take a defensive posture, here are three safe stocks I think are worth considering. These are among the top stocks in my portfolio and on my watch list right now.Inve\n",
      "\n",
      "[Headline]: Don’t Panic. 3 Defensive Stocks to Diversify Into ASAP\n",
      "[Summary]: Investors seeking to preserve their capital are increasingly turning to defensive stocks amidst the volatility. These stocks have defensive qualities and the potential to grow dividends, supported by strong free cash flow. While they may not be exciting, defensive stocks have a proven track record of profitability and growth, even in challenging economic conditions. They continuously produce high levels of revenue and cash flow profits, have generally fair price-to-earnings percentages, and offe\n",
      "\n",
      "[Headline]: Here's How Warren Buffett Is Set to Rake in Nearly $6 Billion in Dividend Income This Year\n",
      "[Summary]: It's easy to make billions of dollars when you're Warren Buffett.  Here's how Buffett is set to rake in nearly $6 billion in dividend income this year.  Berkshire's second-largest holding, Bank of America (NYSE: BAC), is its biggest source of dividends.\n",
      "\n",
      "[Headline]: Coke Falls Behind on Pledge to Boost Reusable Packaging\n",
      "[Summary]: A conservation group says Coca-Cola and its bottlers regressed on the goal and produced billions more single-use plastic bottles.\n",
      "\n",
      "[Headline]: Kraft Heinz Borrows a Coca-Cola Idea (Really)\n",
      "[Summary]: Getting a food order perfect every time may be one step closer to reality, as Kraft Heinz  will debut its newest invention at the 2023 National Restaurant Association Show, which takes place in Chicago May 20-23.  Kraft Heinz has a long history of finding the best way to compliment meals with its condiments.  Heinz is the number one ketchup or catsup depending on your preference.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for KO. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the KO stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Coca-Cola is perceived as a safe stock, with defensive qualities and the potential to grow dividends, supported by strong free cash flow.\n",
      "2. The company has a proven track record of profitability and growth, even in challenging economic conditions.\n",
      "3. Coca-Cola is being considered for inclusion in a watch list for investors seeking to preserve their capital amidst market volatility.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company has been criticized for its failure to meet a goal to boost reusable packaging.\n",
      "2. Coca-Cola is facing potential competition from Kraft Heinz, who is planning to debut a new invention at the 2023 National Restaurant Association Show.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite the concerns, the positive developments outweigh the potential negatives. The company's reputation as a safe stock and its proven track record of profitability suggest that it can weather any short-term market volatility. Additionally, the potential for growth in dividends and the company's defensive qualities make it an attractive investment in the current market.\n",
      "\n",
      "However, the failure to meet the goal of boosting reusable packaging could potentially impact the company's reputation and lead to a decrease in consumer trust. Furthermore, the potential competition from Kraft Heinz could also pose a threat to Coca-Cola's market share in the future.\n",
      "\n",
      "Despite these concerns, the company's strong financials and defensive qualities make it an attractive investment for the short-term. The stock is expected to see a slight increase by 0-1% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company has been highlighted among top safe and defensive stocks, indicating strong financial stability and reliability amidst market volatility which is ideal for conservative investors.\n",
      "2. Its continuous production of high levels of revenue and cash flow profits, fair price-to-earnings percentages, and strong growth capability makes it attractive to investors in troubled economic situations.\n",
      "3. Coca-Cola's robust dividend payment capabilities contribute to the confidence of investors, suggesting a steady and dependable income stream.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Coca-Cola has been noted to fall behind on its pledge to increase reusable packaging, a factor that may negatively impact its image among environmentally-focused consumers and investors.\n",
      "2. The company faced criticism for overproducing billions of single-use plastic bottles, which could lead to potential regulatory scrutiny and heightened societal backlash amidst growing environmental concerns.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 4-5%\n",
      "Analysis: Considering the recent developments, there is potential for a downward trend in the stock value of Coca-Cola Co for the upcoming week. While the company is recognized for its defensive qualities in the market and consistent dividends payouts, troubling concerns related to the environment could potentially outweigh these strengths. \n",
      "\n",
      "Recently, there is a rising global awareness towards environmental sustainability. Therefore, the company falling behind on its pledge for increasing reusable packaging and overproduction of billions of single-use plastic bottles is concerning. This environmental irresponsibility might dissuade environmentally conscious investors, impacting the overall demand for the stock, thereby putting downward pressure on its price.\n",
      "\n",
      "Despite the current period of high spending and inflation driving investors towards steady payers like Coca-Cola, the repercussions of not meeting environmental promises may lead to consequences such as regulatory penalties, consumer backlash and potential business disruptions, which could impact the overall financial performance and stock movement in the future.\n",
      "\n",
      "However, the company's proven resiliency and ability to generate consistent revenue should be taken into account as it provides a strong case for its long term growth prospects. So, while we might see a decrease in the coming week, the overall long-term outlook for Coca-Cola remains positive.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Coca-Cola Co is a leading entity in the Beverages sector. Incorporated and publicly traded since 1950-01-26, the company has established its reputation as one of the key players in the market. As of today, Coca-Cola Co has a market capitalization of 244013.50 in USD, with 4324.34 shares outstanding.\n",
      "\n",
      "Coca-Cola Co operates primarily in the US, trading under the ticker KO on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Beverages space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, KO's stock price decreased from 63.12 to 61.86. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Looking for Safety and Defensiveness? It’s Not Too Late to Buy These 3 Stocks\n",
      "[Summary]: Defensive companies have stable financial positions, reliable dividends, and predictable cash flows. Think of them as safe stocks. Indeed, companies that provide defensiveness are sought after in times of stress. Right now, these safe stocks may be in higher demand, as capital continues to rotate in the market. For those looking to take a defensive posture, here are three safe stocks I think are worth considering. These are among the top stocks in my portfolio and on my watch list right now.Inve\n",
      "\n",
      "[Headline]: Tracking Warren Buffett's Berkshire Hathaway Portfolio - Q1 2023 Update\n",
      "[Summary]: Berkshire Hathaway's 13F stock portfolio value increased from ~$299B to ~$325B. Click here to read more about the company's holdings and trades for Q1 2023.\n",
      "\n",
      "[Headline]: Don’t Panic. 3 Defensive Stocks to Diversify Into ASAP\n",
      "[Summary]: Investors seeking to preserve their capital are increasingly turning to defensive stocks amidst the volatility. These stocks have defensive qualities and the potential to grow dividends, supported by strong free cash flow. While they may not be exciting, defensive stocks have a proven track record of profitability and growth, even in challenging economic conditions. They continuously produce high levels of revenue and cash flow profits, have generally fair price-to-earnings percentages, and offe\n",
      "\n",
      "[Headline]: Tracking Ray Dalio's Bridgewater Associates 13F Portfolio - Q1 2023 Update\n",
      "[Summary]: Bridgewater Associates’ 13F portfolio value decreased from ~$18.32B to ~$16.39B this quarter. Click here to read more about its holdings and trades for Q1 2023.\n",
      "\n",
      "[Headline]: If You've Bought Nvidia Stock This Year, Sell Before Earnings (Downgrade)\n",
      "[Summary]: Nvidia Corporation reports its earnings on Wednesday May 24th post-market, and it's important to be positioned correctly. Click for our view of NVDA stock now.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, KO's stock price decreased from 61.86 to 59.33. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Warren Buffett's Portfolio Is More Concentrated Than Ever: 3 Stocks Make Up 63% of Invested Assets\n",
      "[Summary]: Just three stocks account for $211 billion of Berkshire Hathaway's $333 billion investment portfolio.\n",
      "\n",
      "[Headline]: Zacks Investment Ideas feature highlights: Coca-Cola, Monster Beverage, Vita Coco, National Beverage and PepsiCo\n",
      "[Summary]: Coca-Cola, Monster Beverage, Vita Coco, National Beverage and PepsiCo have been highlighted in this Investment Ideas article.\n",
      "\n",
      "[Headline]: Zacks Industry Outlook Highlights Coca-Cola, PepsiCo, Monster Beverage and Coca-Cola FEMSA\n",
      "[Summary]: Coca-Cola, PepsiCo, Monster Beverage and Coca-Cola FEMSA have been highlighted in this Industry Outlook article.\n",
      "\n",
      "[Headline]: Coca-Cola HBC AG Remains Committed to Progressive Dividend Policy\n",
      "[Summary]: By Joe Hoppe Coca-Cola HBC AG said Thursday that its has updated its medium-term financial targets, now aiming for higher revenue growth and earnings margin...\n",
      "\n",
      "[Headline]: ChatGPT Stock Portfolio: Top 10 Picks\n",
      "[Summary]: In this article, we will take a look at ChatGPT stock portfolio. To see more such companies, go directly to ChatGPT Stock Portfolio: Top 5 Picks. If there’s one thing that can be learned from literally hundreds of ChatGPT-related posts out there claiming that the AI chatbot has successfully beaten the market, it’s that ChatGPT’s […]\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for KO. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the KO stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Coca-Cola HBC AG, the company's subsidiary, remains committed to a progressive dividend policy. This indicates that the company is prioritizing its shareholders and potentially providing a steady stream of income.\n",
      "2. The company is being considered as a defensive stock, with investors seeking to preserve their capital amidst market volatility. This suggests that the company is perceived as a stable and reliable investment option.\n",
      "3. The company has been highlighted in several investment ideas and industry outlook articles, indicating that it is seen as a strong and promising investment opportunity.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been experiencing a downward trend over the past weeks, indicating potential investor concerns.\n",
      "2. The company's stock is being closely watched by major investors like Warren Buffett, who are investing heavily in the company's stock. This suggests that the company's stock is being closely monitored and potentially subject to significant price movements.\n",
      "3. The company's financial performance has not been reported recently, which can raise concerns about the company's financial health and potential future performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the recent stock price decrease, the company's positive developments such as its commitment to a progressive dividend policy, its recognition as a defensive stock, and its inclusion in several investment ideas and industry outlook articles, suggest that the company has a strong foundation for future growth.\n",
      "\n",
      "The potential concerns, such as the downward trend in the stock price and the company's lack of recent financial reporting, do not necessarily outweigh the positive developments. The company's commitment to a progressive dividend policy and its recognition as a defensive stock indicate that it is a stable and reliable investment option.\n",
      "\n",
      "Furthermore, the fact that major investors like Warren Buffett are closely watching the company's stock suggests that the company is perceived as a strong and promising investment opportunity. This could potentially drive up the stock price in the near future.\n",
      "\n",
      "Overall, while the stock price has decreased recently, the company's positive developments and potential for future growth suggest that it could potentially see a slight uptick in the next week, by around 2-3%.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Coca-Cola is highlighted as a defensive stock, with a stable financial position indicating safety for investors during troubled economic times.\n",
      "2. News of Coca-Cola's inclusion in investment portfolios of reputed entities like Berkshire Hathaway and Bridgewater Associates could instill confidence in potential investors.\n",
      "3. Coca-Cola has been mentioned in the Zacks Investment Ideas feature, which points towards a potentially profitable strategy for the company.\n",
      "3. Coca-Cola HBC AG remains committed to a progressive dividend policy boosting income possibilities for its investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Coca-Cola's stock price has been on a downward trajectory for the past couple of weeks, which may cause concern among investors.\n",
      "2. Absence of recent basic financial reporting could create uncertainty regarding the company's current financial status.\n",
      "3. Concentration of Berkshire Hathaway's portfolio in just three stocks implies a potential lack of diversification risk, where a decline in any of these stocks could have a significant impact.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: In spite of the positive market sentiment towards Coca-Cola due to its status as a defensive stock, particularly in a volatile economy and its inclusion in portfolios of reputable investment firms such as Berkshire Hathaway and Bridgewater Associates, the consistent drop in the stock price over the past few weeks cannot be ignored. The lack of recent basic financial reporting raises concerns about the company's current financial health and might lead to speculation and investor anxiety. Altogether, there is an expectation of a slight downward trend, with a decrease of 0-1% in the stock price in the upcoming week. However, given the renowned stature of the company and the overall stability in its operations, this dip should be considered a temporary market adjustment rather than a long-term concern.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "JPMorgan Chase & Co is a leading entity in the Banking sector. Incorporated and publicly traded since 1969-03-05, the company has established its reputation as one of the key players in the market. As of today, JPMorgan Chase & Co has a market capitalization of 403771.47 in USD, with 2906.09 shares outstanding.\n",
      "\n",
      "JPMorgan Chase & Co operates primarily in the US, trading under the ticker JPM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Banking space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, JPM's stock price decreased from 136.29 to 134.81. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: US STOCKS-Wall Street ends down as PacWest fuels fears of deeper bank crisis\n",
      "[Summary]: Wall Street ended lower on Thursday after PacWest's move to explore strategic options deepened fears about the health of U.S. lenders and hit shares of regional banks as well as JPMorgan Chase, Wells Fargo & Co and other major financial players.  PacWest Bancorp tumbled after it confirmed it was exploring strategic options, including a sale.\n",
      "\n",
      "[Headline]: Apple and fintechs like Robinhood chase yield-hungry depositors as Fed rate hikes continue\n",
      "[Summary]: The jump in interest rates coupled with the regional banking crisis has presented a big opportunity for fintechs to provide high-yield products. \n",
      "\n",
      "[Headline]: Is JPMorgan Chase & Co. (JPM) Stock Outpacing Its Finance Peers This Year?\n",
      "[Summary]: Here is how JPMorgan Chase & Co. (JPM) and Unum (UNM) have performed compared to their sector so far this year.\n",
      "\n",
      "[Headline]: U.S. regional banks poised for a ‘short-term bottom’ Friday, says Fundstrat’s Mark Newton\n",
      "[Summary]: U.S. regional banks look ready to make a short-term bottom Friday as a sign of seller exhaustion emerges after four consecutive sessions of losses in bank...\n",
      "\n",
      "[Headline]: Warren Buffett says American banks could face more turbulence ahead, but deposits are safe\n",
      "[Summary]: Berkshire Hathaway has owned banks from early on in Buffett's long investing history, and he's stepped up to inject confidence into lenders several times.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, JPM's stock price decreased from 134.81 to 132.21. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Good (Bad) Banks And Good (Bad) Investments: At The Right Price.\n",
      "[Summary]: Even though I would not make a collective bet on banks collectively, I do believe that, as in any crisis, individual banks are getting mis-placed.\n",
      "\n",
      "[Headline]: May Dogs Of The Dow: Buy 2, Watch 4\n",
      "[Summary]: The Dow adds a stock if the company has an excellent reputation, demonstrates sustained growth, and is of interest to a large number of investors. Click for our lists.\n",
      "\n",
      "[Headline]: Fashion and Jewelry Industries Lead the 2023 50 Fastest Growing Women-Owned and Led Companies Ranking\n",
      "[Summary]: The Women Presidents Organization (WPO), in collaboration with JPMorgan Chase Commercial Banking, today released the 16th annual ranking of the 50 Fastest Growing Women-Owned/Led Companies. Topping this year's 50 Fastest list are, for the first time, three product-based companies in the fashion apparel and jewelry industries, followed closely by companies focused on staffing, technology, food and beverage, and consumer product goods, among others.\n",
      "\n",
      "[Headline]: 'They get to the best ones last' says Strategas' Chris Verrone on JPMorgan's stock performance\n",
      "[Summary]: Chris Verrone, Strategas head of technical and macro research, joins 'Fast Money' to discuss JPMorgan's stock performance amid the broad downturn in banking.\n",
      "\n",
      "[Headline]: Matrix Asset Advisors Q1 2023 Capital Markets Commentary And Quarterly Report\n",
      "[Summary]: Matrix asset advisors released its 1st quarter 2023 capital markets commentary and quarterly report recently. Click here to read the full report.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, JPM's stock price increased from 132.21 to 137.22. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Matrix Asset Advisors Q1 2023 Capital Markets Commentary And Quarterly Report\n",
      "[Summary]: Matrix asset advisors released its 1st quarter 2023 capital markets commentary and quarterly report recently. Click here to read the full report.\n",
      "\n",
      "[Headline]: JPMorgan CEO says unlikely to acquire other struggling banks\n",
      "[Summary]: JPMorgan Chase & Co CEO Jamie Dimon said that it is \"unlikely\" that the bank will acquire any other struggling lender, weeks after it acquired the failed First Republic Bank.  \"It [First Republic] will further help advance our wealth as well as other initiatives,\" Dimon said at the bank's annual shareholder meeting on Tuesday, adding that they are in the process of integrating the lender.  Dimon's latest statement comes just two weeks after JPMorgan bought a majority of First Republic Bank's assets in a rescue effort backed by the U.S. government.\n",
      "\n",
      "[Headline]: Sen. Elizabeth Warren presses regulators for answers on First Republic takeover\n",
      "[Summary]: The deal resulted in a billion-dollar loss to the FDIC's Deposit Insurance Fund while JPMorgan is set to earn billions, Warren said.\n",
      "\n",
      "[Headline]: US Bank Deposits Fall for a Third Week While Lending Stays Little Changed\n",
      "[Summary]: (Bloomberg) -- US bank deposits fell for a third week to the lowest level in nearly two years, extending a yearlong slide as customers continue seeking higher returns in money-market funds. Lending was little changed.Most Read from BloombergMcCarthy Puts Debt-Limit Talks on ‘Pause’ as Clock Ticks DownDebt-Limit Talks Resume After Optimism Curbed by GOP Walk-OutDisney Closes Florida Star Wars Hotel, Scraps Plan to Move 2,000 EmployeesMorgan Stanley CEO Gorman to Step Down Within 12 MonthsWall Str\n",
      "\n",
      "[Headline]: Gorman’s Tenure at Morgan Stanley a Tough Act to Follow\n",
      "[Summary]: Succeeding a star chief executive can always be tough.  In the case of  Morgan Stanley  it could be doubly so.  In the wake of his announcement Friday that he will retire as chief executive within the year,  James Gorman  has rightly received plaudits for his highly successful tenure at the Wall Street institution.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for JPM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the JPM stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. JPMorgan Chase & Co has been able to acquire First Republic Bank's assets in a rescue effort backed by the U.S. government, which will further help advance their wealth as well as other initiatives.\n",
      "2. The company is seen as a strong player in the banking sector, with a market capitalization of 403771.47 in USD and 2906.09 shares outstanding.\n",
      "3. The company has been able to maintain its high level of stability in the face of market turmoil, as evidenced by its ability to weather the current regional banking crisis.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been declining over the past weeks, with a decrease from 136.29 to 134.81 from 2023-04-30 to 2023-05-07.\n",
      "2. The banking sector, which JPMorgan Chase & Co operates in, is facing a crisis, with the potential for further instability.\n",
      "3. The company's CEO, Jamie Dimon, has stated that it is unlikely that the bank will acquire other struggling banks, which could be seen as a sign of a lack of confidence in the company's ability to grow through acquisition.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite the recent decline in the company's stock price, JPMorgan Chase & Co's strong market position, stability in the face of market turmoil, and successful acquisition of First Republic Bank's assets indicate a strong foundation for the company's future growth. The company's ability to weather the current regional banking crisis, as well as its recent acquisition of First Republic Bank's assets, demonstrate a high level of resilience and strategic thinking.\n",
      "\n",
      "Moreover, the company's CEO has expressed confidence in the company's ability to grow through organic means, which could be seen as a positive sign for investors.\n",
      "\n",
      "However, the company's stock price has been declining, which may indicate some investor concern. However, the overall picture suggests that the company is well-positioned for growth in the long term, and that the recent short-term decline may be a buying opportunity for investors. Therefore, it is predicted that JPMorgan Chase & Co's stock price will increase by 1-2% in the coming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. JPMorgan Chase & Co. acquired the failed First Republic Bank, therefore strengthening its wealth initiatives. \n",
      "2. The bank, under the leadership of CEO Jamie Dimon, stated that it is unlikely to acquire other struggling lenders, indicating a cautious approach to M&A. \n",
      "3. JPMorgan Chase & Co is recognized as a significant player in the Women Presidents Organization's ranking of the 50 Fastest Growing Women-Owned/Led Companies, which could bolster its reputation in the marketplace. \n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Wall Street ended lower due to fears about the health of U.S. lenders, leading to a hit on major financial players like JPMorgan Chase.\n",
      "2. This downturn was further fueled by PacWest's decision to explore strategic options, including a sale.\n",
      "3. Senator Elizabeth Warren has raised concerns over the First Republic takeover's billion-dollar loss to the FDIC's Deposit Insurance Fund. \n",
      "4. The bank industry is facing fluctuating deposits and stagnant lending, which could impact JPMorgan's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: There are several factors expected to affect JPMorgan in the coming week. Despite the positive developments such as strategic acquisition and recognition as a significant player in a women-led companies list, concerns surrounding the wider health of the U.S. banking industry are of note. Paired with public concern from influential figures, such as Senator Elizabeth Warren, over the bank's expensive acquisition of First Republic, it's reasonable to see a stagnant or slightly bearish sentiment.\n",
      "\n",
      "This outlook is further supported by witnessed trends in the industry, with US bank deposits falling for three weeks and lending staying little changed. In response to these challenges and the potential for continuing negative news for banks, I anticipate that JPMorgan's stock price is likely to decrease marginally by 1-2% in the next week, barring any unexpected positive developments. As the overall banking industry navigates through these headwinds, a cautious investment approach with a close eye on industry and company-specific updates remains prudent.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "JPMorgan Chase & Co is a leading entity in the Banking sector. Incorporated and publicly traded since 1969-03-05, the company has established its reputation as one of the key players in the market. As of today, JPMorgan Chase & Co has a market capitalization of 403771.47 in USD, with 2906.09 shares outstanding.\n",
      "\n",
      "JPMorgan Chase & Co operates primarily in the US, trading under the ticker JPM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Banking space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, JPM's stock price decreased from 134.81 to 132.21. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 4 big deal reports: More tremors across regional banks\n",
      "[Summary]: Here is your Pro Recap of the biggest head-turning deal dispatches you may have missed this week: more market-moving headlines in regional banks Western Alliance and PacWest; JPMorgan officially picks up First Republic; First Horizon and TD Bank drop their planned merger; and Arconic gets taken out by Apollo.  The regional bank shares experienced turbulence this week.\n",
      "\n",
      "[Headline]: PacWest Stock Climbs After Dividend Cut. Other Regional Banks Are Rising Too.\n",
      "[Summary]: The stock's move Monday follows a strong rebound in regional bank shares at the end of last week. The sector's sharp selloff is being questioned by investors.\n",
      "\n",
      "[Headline]: Capital One: Buy The Dip Opportunity\n",
      "[Summary]: Capital One's financial health is showing no signs of weakness. Click here to read why I think COF stock is a Buy.\n",
      "\n",
      "[Headline]: 'They get to the best ones last' says Strategas' Chris Verrone on JPMorgan's stock performance\n",
      "[Summary]: Chris Verrone, Strategas head of technical and macro research, joins 'Fast Money' to discuss JPMorgan's stock performance amid the broad downturn in banking.\n",
      "\n",
      "[Headline]: How To Invest $100,000 Today: The Near-Perfect Portfolio Strategy\n",
      "[Summary]: With the economy going through boom and bust cycles more frequently, extreme market ups and downs are inevitable. Click here for more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, JPM's stock price increased from 132.21 to 137.22. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: JPMorgan Chase Declares Common Stock Dividend\n",
      "[Summary]: NEW YORK, May 15, 2023--The Board of Directors of JPMorgan Chase & Co. (NYSE: JPM) (\"JPMorgan Chase\" or the \"Firm\") declared a quarterly dividend on the outstanding shares of the common stock of JPMorgan Chase. Information can be found on the Firm’s Investor Relations website at jpmorganchase.com/ir/news.\n",
      "\n",
      "[Headline]: Megabank stocks rise in premarket as Pfizer deal boosts underwriting\n",
      "[Summary]: Stocks for the largest U.S. banks rose in premarket trades on Wednesday, amid an uptick in underwriting activity following a $31 billion debt offering from...\n",
      "\n",
      "[Headline]: Dow Jones Today: Index Jumps on Debt Talk Hopes\n",
      "[Summary]: Home Depot and Boeing help lead the Dow more than 400 points higher, while Intel continued its losing streak\n",
      "\n",
      "[Headline]: Sen. Elizabeth Warren presses regulators for answers on First Republic takeover\n",
      "[Summary]: The deal resulted in a billion-dollar loss to the FDIC's Deposit Insurance Fund while JPMorgan is set to earn billions, Warren said.\n",
      "\n",
      "[Headline]: Fed Pause, Mid-Cycle Slowdown And Banks' Liquidity Crisis With James Foord And Lawrence Fuller\n",
      "[Summary]: The Pragmatic Investor's James Foord and Lawrence Fuller, The Portfolio Architect, discuss current Fed policy, inflation expectations and banks' liquidity crisis.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, JPM's stock price decreased from 137.22 to 135.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: JPMorgan raises revenue forecast amid First Republic takeover\n",
      "[Summary]: Interactive Brokers Chief Strategist Steve Sosnick joins Yahoo Finance Live to discuss JPMorgan raising it's revenue target as a result of receiving more net interest income amid its acquisition of First Republic Bank.\n",
      "\n",
      "[Headline]: JPMorgan plans ‘unmatched’ $15.7bn spending spree on new initiatives\n",
      "[Summary]: JPMorgan Chase is planning an “unmatched” spending spree on new initiatives this year of more than $15bn, in a sign of how the largest US bank is planning to grow even bigger.  The bank said at its investor day on Monday it planned to spend $15.7bn on new initiatives in 2023, which would include hiring, marketing and investment in technology.  “Our capacity for investment is unmatched,” said Marianne Lake, co-head of the bank’s consumer and community division.\n",
      "\n",
      "[Headline]: 5 things to know before the stock market opens Tuesday\n",
      "[Summary]: Here are the most important news items that investors need to start their trading day.\n",
      "\n",
      "[Headline]: First Republic’s $35 Million Banker Outearned JPMorgan’s Dimon Before Bust\n",
      "[Summary]: (Bloomberg) -- First Republic Bank made its name catering to wealthy clients across California and New York, reeling in many with unusually sweet mortgages that eventually doomed the firm.Most Read from BloombergApple Plans to Turn Locked iPhones Into Smart Displays With iOS 17McCarthy Signals Debt Deal Optimism as US Put on Credit WatchUS Credit Rating at Risk of Fitch Cut on Debt-Limit ImpasseFirst Republic’s $35 Million Banker Outearned JPMorgan’s Dimon Before BustWorld’s Biggest Nuclear Plan\n",
      "\n",
      "[Headline]: JPMorgan says former US Virgin Islands first lady sought visas for Jeffrey Epstein victims\n",
      "[Summary]: JPMorgan Chase & Co on Thursday unveiled new accusations that the U.S. Virgin Islands was complicit in Jeffrey Epstein's sex crimes, including that a former first lady for the territory sought student visas for some of the disgraced financier's victims.  The largest U.S. bank also singled out Governor Albert Bryan as being among government officials who maintained \"close ties\" with Epstein, saying that in 2018 he arranged donations from Epstein to schools and little leagues.  JPMorgan made the accusations in a filing in Manhattan federal court, where the U.S. Virgin Islands wants the bank held liable in a civil lawsuit for keeping Epstein as a client from 1998 to 2013, the last five years after he pleaded guilty to prostitution.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for JPM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the JPM stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. JPMorgan has announced plans for an unmatched $15.7 billion spending spree on new initiatives, indicating a strong confidence in the company's growth prospects.\n",
      "2. The company has declared a common stock dividend, which could attract investors seeking stable and consistent income.\n",
      "3. The bank has been successful in its acquisition of First Republic Bank, which could potentially lead to increased revenue and profitability.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. JPMorgan's stock price has been experiencing volatility, which may indicate uncertainty or instability in the market.\n",
      "2. The company has been facing criticism and legal challenges, including accusations of complicity in Jeffrey Epstein's sex crimes and a lawsuit from the U.S. Virgin Islands.\n",
      "3. The bank's revenue forecast has been raised amid its acquisition of First Republic Bank, which could lead to increased competition and potential risks.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Given the mixed news environment, the stock price for JPMorgan Chase & Co. may experience a slight increase of 2-3% in the upcoming week. The positive developments such as the unmatched spending spree and the dividend declaration could potentially attract investors, while the legal challenges and increased competition could lead to a cautious approach. However, given the company's strong market position and its commitment to growth, the overall sentiment towards JPMorgan is likely to be positive, leading to a slight increase in the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The board of JPMorgan officially declared a quarterly dividend for the outstanding shares of the common stock, which drives investor interest.\n",
      "2. The news on JPMorgan increasing its revenue forecast due to its acquisition of the First Republic Bank is a sign of potential growth.\n",
      "3. JPMorgan announced a spending spree on new initiatives for 2023, which indicates an intent to invest in new growth opportunities.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The regional bank shares experienced turbulence amid concerns about the failed deal between First Horizon and TD Bank, which may impact investor sentiment.\n",
      "2. Senator Elizabeth Warren's criticism of JPMorgan's First Republic takeover raised concerns about regulatory issues.\n",
      "3. The accusation about JPMorgan being complicit in Jeffrey Epstein's sex crimes could potentially harm the bank's reputation and create legal risks.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Although the company faces certain potential concerns which could impact the overall sentiment, it’s worth noting the numerous steps they are taking to improve revenue and drive growth. The recently announced dividend payout, revenue forecast increase following the First Republic Bank acquisition, and the increase in spending on new initiatives shows confidence and aggressive planning for the future. This, combined with the various measures JPMorgan has employed to mitigate the potential risks, contributes to the prediction that the company's stock price will experience a slight uptick, increasing by around 0-1% in the upcoming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "McDonald's Corp is a leading entity in the Hotels, Restaurants & Leisure sector. Incorporated and publicly traded since 1965-04-21, the company has established its reputation as one of the key players in the market. As of today, McDonald's Corp has a market capitalization of 190914.16 in USD, with 728.76 shares outstanding.\n",
      "\n",
      "McDonald's Corp operates primarily in the US, trading under the ticker MCD on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Hotels, Restaurants & Leisure space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, MCD's stock price decreased from 293.46 to 293.00. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Yum! Brands Joins Chipotle, McDonalds And Starbucks In Showing Affordable Food Cravings Are Stronger Than Recessionary Fears\n",
      "[Summary]: Yum! Brands Inc (NYSE: YUM) reported its first quarter earnings last Wednesday, joining Chipotle Mexican Grill Inc (NYSE: CMG), McDonald’s Corporation (NYSE: MCD) and Starbucks Corporation (NASDAQ: SBUX) in reporting a rise in same-store traffic. More precisely, U.S. same-store sales were up 12.6% YoY at McDonalds ,12% at Starbucks, 10.9% at Chipotle and 9% at YUM! Brands' Taco Bell. However, despite greater sales and a rebound in China, Yum! Brands earnings fell short of Wall Street estimates.\n",
      "\n",
      "[Headline]: UPDATE 1-Byron Allen sues McDonald's for allegedly lying about commitment to Black media\n",
      "[Summary]: The media entrepreneur Byron Allen has filed a second lawsuit against McDonald's Corp over the fast-food chain's alleged refusal to advertise with Black-owned media.  In a complaint filed last week in Los Angeles, Allen's Entertainment Studios Networks Inc and Weather Group LLC said McDonald's \"lied\" when it pledged in May 2021 to boost national ad spending with Black-owned media to 5% from 2% by 2024.  Allen said he would know if McDonald's were honoring that pledge because his Allen Media Group represents more than 90% of Black-owned media.\n",
      "\n",
      "[Headline]: 7 Dividend Stocks for Risk-Averse Investors\n",
      "[Summary]: It turns out that investing for steady returns in dividend stocks really isn’t that difficult. A risk-averse position is the primary means by which to achieve that goal. It’s the tortoise approach of slow and steady gains that leads to a win over the long term. That means investors should choose the most reliable types of dividend stocks. High-yield stocks are out and lower-yield dividend shares with established track records of steady increases are in. Even the highest risk-seeking retail inves\n",
      "\n",
      "[Headline]: McDonald's Corp. stock underperforms Friday when compared to competitors despite daily gains\n",
      "[Summary]: Shares of McDonald's Corp. inched 0.46% higher to $296.14 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: McDonald's Stock: Buy, Sell, or Hold?\n",
      "[Summary]: While the broader market is down since early 2022, McDonald's (NYSE: MCD) stock is setting new highs this year.  Let's take a closer look at the fast food chain's operating momentum through early 2023 and determine whether the stock is a buy, sell, or hold at its current valuation.  McDonald's has a firm grip on an expanding fast-food industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MCD's stock price decreased from 293.00 to 292.42. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Pricing Power: This Is Kate Spade’s Hottest Bag…and It Costs $500\n",
      "[Summary]: There’s a new status symbol in corporate America: the ability to keep raising prices.  Companies continue to jack up prices on a range of goods from diapers to handbags—and some are even bragging about it to investors as a sign of brand strength.  The price increases come as inflation is moderating and a weakening economy foreshadows a potential pullback in consumer spending.\n",
      "\n",
      "[Headline]: The Zacks Analyst Blog Highlights McDonald's, Booking Holdings and Marriott International\n",
      "[Summary]: McDonald's, Booking Holdings and Marriott International are part of the Zacks top Analyst Blog.\n",
      "\n",
      "[Headline]: Kraft Heinz unveils customizable sauce dispenser with more than 200 condiment combos for restaurants\n",
      "[Summary]: Kraft Heinz hopes to learn what new sauces it should launch in grocery stores based on data from the digital condiment dispenser.\n",
      "\n",
      "[Headline]: I’m a nutritionist from Japan, home to the world’s longest-living people—here are 6 American foods I never eat\n",
      "[Summary]: Nutritionist and longevity expert Michiko Tomioka was born and raised in Japan, where some of the world's longest-living people live. To stay healthy and young, here are six toxic foods she never eats in America — and what she eats instead every day.\n",
      "\n",
      "[Headline]: Chipotle (CMG) Shares Up 51% YTD: More Room for Upside?\n",
      "[Summary]: Chipotle's (CMG) emphasis on robotics-based autonomous vehicles for delivery and Chipotlane add-ons bode well.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for MCD. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MCD stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. McDonald's stock has been showing resilience despite a broader market downturn, setting new highs this year.\n",
      "2. The company has been reported to have a strong grip on the expanding fast-food industry.\n",
      "3. The company has been innovating and driving progress within the industry, as evidenced by its launch of a customizable sauce dispenser with over 200 condiment combos for restaurants.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There has been a lawsuit filed against McDonald's for allegedly lying about its commitment to Black media, which could potentially affect the company's reputation and brand image.\n",
      "2. The company's earnings have fallen short of Wall Street estimates.\n",
      "3. Despite the company's strong market position, there is a potential for a pullback in consumer spending due to inflation and a weakening economy.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Given the potential concerns, it is likely that the stock price of McDonald's may face a slight decrease in the upcoming week. The lawsuit against the company could potentially impact its reputation and brand image, which could lead to a decrease in investor confidence. Additionally, the company's earnings falling short of Wall Street estimates could also lead to a decrease in investor confidence.\n",
      "\n",
      "Furthermore, the potential pullback in consumer spending due to inflation and a weakening economy may also impact the company's sales and profitability, which could in turn affect its stock price. While the company has been innovating and driving progress within the industry, the potential concerns surrounding its commitment to Black media and its earnings could outweigh the positive developments of its resilience in the market and its innovation.\n",
      "\n",
      "Therefore, it is predicted that the stock price of McDonald's may decrease by 0-1% in the upcoming week. However, it is important to note that this prediction is based on the potential concerns and is subject to change based on future developments.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. McDonald’s Corp reported a rise in same-store traffic with U.S. same-store sales up 12.6% YoY, showcasing strong consumer demand.\n",
      "2. The stock has continued to set new highs this year despite broader market downturns indicating strong investor confidence.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company is facing a legal issue related to its advertising strategy which could potentially lead to reputational damage and financial losses.\n",
      "2. There is increasing competition in the fast-food industry as highlighted by Chipotle's strong performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: The continuous rise in McDonald’s stock and robust sales figures indicate a strong positive trajectory. However, the recent lawsuit alleging discrimination in advertising spending can have a negative impact on stock price due to possible financial and reputational implications. Increased competition in the fast-food sector, mainly from companies like Chipotle, could also divert consumers and revenue away from McDonald’s, implying a potential slowdown in its growth.\n",
      "\n",
      "Furthermore, the uncertainty of an inflationary environment could impact consumer's spending power and pose a risk to McDonald's pricing strategy. If inflation persists and McDonald's is forced to increase their prices, it may deter the price-sensitive consumer base.\n",
      "\n",
      "In conclusion, despite McDonald's Corp's strong sales performance, potential legal issues, increased competition, and possible adverse effects from inflation provide a more bearish outlook for the company's stock price. As such, a decline in the stock price by 3-4% in the next week (2023-05-21 to 2023-05-28) could be expected. These factors may lead to a decrease in investor sentiment, pushing down the share price.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "McDonald's Corp is a leading entity in the Hotels, Restaurants & Leisure sector. Incorporated and publicly traded since 1965-04-21, the company has established its reputation as one of the key players in the market. As of today, McDonald's Corp has a market capitalization of 190914.16 in USD, with 728.76 shares outstanding.\n",
      "\n",
      "McDonald's Corp operates primarily in the US, trading under the ticker MCD on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Hotels, Restaurants & Leisure space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, MCD's stock price decreased from 293.46 to 293.00. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Yum! Brands Joins Chipotle, McDonalds And Starbucks In Showing Affordable Food Cravings Are Stronger Than Recessionary Fears\n",
      "[Summary]: Yum! Brands Inc (NYSE: YUM) reported its first quarter earnings last Wednesday, joining Chipotle Mexican Grill Inc (NYSE: CMG), McDonald’s Corporation (NYSE: MCD) and Starbucks Corporation (NASDAQ: SBUX) in reporting a rise in same-store traffic. More precisely, U.S. same-store sales were up 12.6% YoY at McDonalds ,12% at Starbucks, 10.9% at Chipotle and 9% at YUM! Brands' Taco Bell. However, despite greater sales and a rebound in China, Yum! Brands earnings fell short of Wall Street estimates.\n",
      "\n",
      "[Headline]: McDonald's Corp. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of McDonald's Corp. sank 0.03% to $296.57 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Unusual Call Option Trade in Mcdonald's (MCD)  Worth $306.54K\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: How To Invest $100,000 Today: The Near-Perfect Portfolio Strategy\n",
      "[Summary]: With the economy going through boom and bust cycles more frequently, extreme market ups and downs are inevitable. Click here for more.\n",
      "\n",
      "[Headline]: Wendy's Makes a Key Change McDonald's, Burger King Hasn't\n",
      "[Summary]: Fast-food giant Wendy's has targeted an area where MCD has long dominated, but it's willing to go places McDonald's generally doesn't.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MCD's stock price decreased from 293.00 to 292.42. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: McDonald's: Not Enough Margin Of Safety\n",
      "[Summary]: McDonald's is an extremely high-quality business showing long-term growth and great at execution. Click here to read why MCD stock is a Hold.\n",
      "\n",
      "[Headline]: Steve Cohen's Point72 Power Moves During Q1 Featured Walmart, Intel, NVIDIA and McDonald's\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Wendy’s to pilot underground robot system to deliver food to cars in seconds\n",
      "[Summary]: Wendy's said Wednesday that it is partnering with Pipedream to pilot a system that will deliver food orders to parking spots \"in seconds.\"\n",
      "\n",
      "[Headline]: Tracking Ray Dalio's Bridgewater Associates 13F Portfolio - Q1 2023 Update\n",
      "[Summary]: Bridgewater Associates’ 13F portfolio value decreased from ~$18.32B to ~$16.39B this quarter. Click here to read more about its holdings and trades for Q1 2023.\n",
      "\n",
      "[Headline]: Zacks Investment Ideas feature highlights: Mastercard, McDonald's and Starbucks\n",
      "[Summary]: Mastercard, McDonald's and Starbucks are part of the Zacks Investment Idea article.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, MCD's stock price decreased from 292.42 to 283.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: PRESS DIGEST- Financial Times - May 22\n",
      "[Summary]: Overview Labour leader Sir Keir Starmer will outline plans on Monday to get the NHS \"back on its feet\" if his party wins the next general election, by pledging to cut waiting times and reduce deaths from cancer, heart disease and suicide.  The main opposition Labour party has urged UK prime minister Rishi Sunak to launch an ethics probe into claims that home secretary Suella Braverman asked civil servants to help her avoid penalty points on her driving licence for speeding.\n",
      "\n",
      "[Headline]: The Zacks Analyst Blog Highlights McDonald's, W.W. Grainger and Cardinal Health\n",
      "[Summary]: McDonald's, W.W. Grainger and Cardinal Health are included in this Analyst Blog.\n",
      "\n",
      "[Headline]: McDonald's Menu Adds a Heaping Helping of Nostalgia\n",
      "[Summary]: The fast-food chain has brought back a new take on an '80s and '90s classic (with a little help from Walt Disney).\n",
      "\n",
      "[Headline]: McDONALD'S ANNOUNCES QUARTERLY CASH DIVIDEND\n",
      "[Summary]: Today, McDonald's Board of Directors declared a quarterly cash dividend of $1.52 per share of common stock payable on June 20, 2023, to shareholders of record at the close of business on June 5, 2023.\n",
      "\n",
      "[Headline]: Best Dividend Stock to Buy: McDonald's vs. eBay\n",
      "[Summary]: McDonald's (NYSE: MCD) and eBay (NASDAQ: EBAY) are unlikely to lose many customers during a recession. Nevertheless, fool.com contributor and finance professor Parkev Tatevosian picks his favorite between the two dividend stocks.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for MCD. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MCD stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. McDonald's continues to show strong same-store sales growth, particularly in the US, indicating a resilient business model.\n",
      "2. The company has successfully launched a new menu item, which has generated positive consumer response and nostalgia.\n",
      "3. McDonald's has declared a quarterly cash dividend, demonstrating a commitment to rewarding shareholders.\n",
      "4. The company is seen as a stable investment option during economic downturns, as evidenced by Parkev Tatevosian's choice of McDonald's as a preferred dividend stock in a recession.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite a strong performance, McDonald's stock underperformed compared to competitors, indicating potential pressure on the company's stock price.\n",
      "2. The company's margin of safety is considered to be low, suggesting a potential risk of profitability.\n",
      "3. McDonald's faces potential competition from other fast-food chains, such as Wendy's, which is targeting areas where McDonald's has traditionally dominated.\n",
      "4. The company's stock price has seen a decrease over the past weeks, indicating potential instability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Given the current market conditions and the recent performance of McDonald's, it is likely that the company's stock price may see a slight decrease in the upcoming week. The company's stock underperformed compared to its competitors, which could put pressure on its stock price. Additionally, the potential competition from Wendy's, which is targeting areas where McDonald's has traditionally dominated, could also negatively impact the company's performance. Furthermore, the company's margin of safety is considered to be low, suggesting a potential risk of profitability.\n",
      "\n",
      "However, it's worth noting that McDonald's has shown strong same-store sales growth and has a history of rewarding its shareholders with a quarterly cash dividend. This could provide some support for the stock price. However, the overall market sentiment and the potential competition from Wendy's could outweigh these positive factors, leading to a slight decrease in the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. McDonald's reported a rise in same-store traffic, with U.S. same-store sales up by 12.6% YoY.\n",
      "2. McDonald's has declared a quarterly cash dividend of $1.52 per share of common stock payable in June 2023, indicating financial stability and incentives for shareholders.\n",
      "3. In partnership with Walt Disney, McDonald's is reviving an '80s and '90s classic, reinforcing its strategic moves to attract customers with nostalgic offerings.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite stronger in-store sales, McDonald's stock underperformed when compared with competitors, which might imply an unstable market confidence towards the company's future profitability.\n",
      "2. Wendy’s is making key strategic moves in areas where McDonald's has long dominated, signalling increased competition in the fast-food industry.\n",
      "3. A journalistic piece indicated a lack of 'Margin of Safety' for McDonald's, suggesting potential overpricing of the stock and risks for potential investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Although McDonald's has shown strong signs of business growth with increased same-store sales and new strategic initiatives, there have been some concerns raised regarding the stock's market performance and competitive challenges. The stock has underperformed compared to its competitors, and an analysis suggested the absence of a safety margin — a potential red flag signalling overvaluation.\n",
      "\n",
      "Moreover, increasing competition from Wendy’s, which is exploring areas of market share that McDonald's has long controlled, could pose a threat to the company's dominant position. These combined factors may impact investors' confidence and result in a decrease in the stock price in the coming week. Therefore, a down trend by 0-1% for McDonald's stock in the upcoming week can be projected.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "3M Co is a leading entity in the Industrial Conglomerates sector. Incorporated and publicly traded since 1946-01-14, the company has established its reputation as one of the key players in the market. As of today, 3M Co has a market capitalization of 50017.83 in USD, with 551.99 shares outstanding.\n",
      "\n",
      "3M Co operates primarily in the US, trading under the ticker MMM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Industrial Conglomerates space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MMM's stock price increased from 97.31 to 97.57. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3M Announces Departure of Michael Vale, Group President and Chief Business and Country Officer\n",
      "[Summary]: 3M (NYSE: MMM) today announced that Michael Vale has been terminated for cause from the company, effective May 12, 2023. His dismissal is due to inappropriate personal conduct and violation of company policy, unrelated to the company's operations and financial performance. When 3M learned of and verified the violation, it took immediate action.\n",
      "\n",
      "[Headline]: 3M Fires Longtime Executive, Citing Inappropriate Personal Conduct\n",
      "[Summary]: Michael Vale worked at the company for over 30 years and most recently served as group president and chief business and country officer.\n",
      "\n",
      "[Headline]: Why 3M Company (NYSE:MMM) Could Be Worth Watching\n",
      "[Summary]: Let's talk about the popular 3M Company ( NYSE:MMM ). The company's shares received a lot of attention from a...\n",
      "\n",
      "[Headline]: Is It Time to Buy the Dow Jones' 3 Worst-Performing Stocks This Year?\n",
      "[Summary]: The Dow Jones Industrial Average was the best-performing of the three major indexes in 2022, but 2023 hasn't been as kind to the blue chip index.  The regional banking crisis has hit the Dow hard, and the rebound in tech stocks has also left it lagging behind the S&P 500 and Nasdaq Composite, which have more exposure to the tech sector.  As you can see from the chart below, the Dow is actually down slightly for the year even as the other two indexes have delivered solid gains.\n",
      "\n",
      "[Headline]: 3M Co. stock underperforms Friday when compared to competitors\n",
      "[Summary]: Shares of 3M Co. dropped 0.61% to $99.03 Friday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500 Index falling...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for MMM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MMM stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company is innovative and continues to drive progress within the industry.\n",
      "2. The company has a strong reputation as one of the key players in the market.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The departure of Michael Vale, Group President and Chief Business and Country Officer, may lead to instability within the organization.\n",
      "2. The company's stock has underperformed compared to competitors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Given the recent news, the potential concerns seem to outweigh the positive developments. The departure of a key executive, Michael Vale, could lead to instability within the organization and impact the company's performance in the short term. The underperformance of the company's stock compared to competitors also suggests that the company might be facing challenges that are not yet apparent in the market.\n",
      "\n",
      "Moreover, the overall market conditions are not favorable, with the Dow Jones Industrial Average down slightly for the year. The rebound in tech stocks has also left the Dow lagging behind the S&P 500 and Nasdaq Composite, which have more exposure to the tech sector.\n",
      "\n",
      "In light of these factors, it is likely that the stock price of 3M Co. could see a downward trend in the coming week. The prediction is for a 2-3% decrease in the stock price. However, it is important to keep in mind that the stock market is inherently unpredictable and can be affected by various factors, so this prediction should not be taken as a definitive forecast.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Public Attention: Thanks to multiple headlines related to the company's recent developments, 3M has been garnering a lot of public attention. Historically, public attention has been seen as a potential positive catalyst for stock prices.\n",
      "2. Long-term Reputation: With its many years as a leading player in the Industrial Conglomerates sector, 3M enjoys a strong reputation that may help mitigate short-term market volatility.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Leadership Turmoil: Michael Vale, a long-serving executive, has been dismissed from the company due to inappropriate personal conduct and violation of company policy. The abrupt shake-up at the top tier of the company’s management team could lead to short-term uncertainty and potentially negatively impact the performance of 3M shares.\n",
      "2. Poor Recent Performance: 3M's stock underperformed on Friday compared to its competitors and the broader market. This current bearish trend may introduce short-term downside risks for the stock.\n",
      "3. Market Conditions: As indicated in the news, the Dow Jones, where 3M stocks are listed, has been lagging behind other major indexes like the S&P 500 and the Nasdaq Composite. This suggests broader market conditions may not be wholly favorable for 3M shares in the immediate term.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: In line with the above factors, the stock price of 3M is anticipated to drop by 2-3% in the coming week. Vale's departure introduces executive instability, which could affect investor confidence and push down the stock's value. Moreover, the company's recent underperformance compared to competitors and the broader market trend doesn't bode well for its upcoming performance. Lastly, it's also worth observing that the current market conditions, notably the Dow Jones Industrial Average's relative underperformance, may cast a shadow on 3M's stock performance. As such, investors are recommended to exercise caution with respect to 3M's stock in the coming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "3M Co is a leading entity in the Industrial Conglomerates sector. Incorporated and publicly traded since 1946-01-14, the company has established its reputation as one of the key players in the market. As of today, 3M Co has a market capitalization of 50017.83 in USD, with 551.99 shares outstanding.\n",
      "\n",
      "3M Co operates primarily in the US, trading under the ticker MMM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Industrial Conglomerates space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, MMM's stock price decreased from 100.30 to 97.31. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 12 Undervalued Dividend Aristocrats To Buy According to Analysts\n",
      "[Summary]: In this article, we discuss 12 undervalued dividend stocks to buy according to analysts. You can skip our detailed analysis of dividend stocks and their performance over the years, and go directly to read 5 Undervalued Dividend Aristocrats To Buy According to Analysts. Dividend aristocrats are the companies in the S&P 500 that have raised […]\n",
      "\n",
      "[Headline]: 3M Annual Meeting Highlights Business Portfolio, Innovation, and Actions to Drive Future Performance\n",
      "[Summary]: At today's Annual Meeting of Shareholders, 3M (NYSE:MMM) highlighted its strong portfolio of leading businesses, leading innovation in material science, and significant actions taken to drive performance for shareholders and customers in a dynamic environment.\n",
      "\n",
      "[Headline]: Wealthy Americans are getting hit hardest by the economy slowing down\n",
      "[Summary]: Bank of America data shows cracks in wage growth and discretionary spending among higher-income households.\n",
      "\n",
      "[Headline]: 3M Co. stock outperforms market despite losses on the day\n",
      "[Summary]: Shares of 3M Co. slipped 0.12% to $100.78 Thursday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: 3M Signs Revolving Credit Pact to Borrow Up to $4.25B\n",
      "[Summary]: By Sabela Ojea 3M Co. said Thursday it entered into a $4.25 billion, five-year revolving credit agreement with JPMorgan Chase Bank. The maker of Scotch tape,...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MMM's stock price increased from 97.31 to 97.57. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3M Co. stock rises Monday, still underperforms market\n",
      "[Summary]: Shares of 3M Co. inched 0.22% higher to $100.49 Monday, on what proved to be an all-around favorable trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: 3M Announces Upcoming Investor Event\n",
      "[Summary]: 3M (NYSE: MMM) today announced the following investor event:\n",
      "\n",
      "[Headline]: 3M and Svante Announce Joint Development Agreement To Develop and Produce Carbon Dioxide Removal Products\n",
      "[Summary]: 3M (NYSE: MMM) is expanding its ongoing commitment to materials science-based climate tech solutions by working with Svante Technologies, Inc. (Svante) to develop material that can trap carbon dioxide (CO2) found in the atmosphere and permanently remove it.\n",
      "\n",
      "[Headline]: Streamlining, Investments Pave 3M's Path to Growth\n",
      "[Summary]: The company is pursuing a proactive restructuring plan\n",
      "\n",
      "[Headline]: Got $5,000? Buy and Hold These 3 Value Stocks for Years\n",
      "[Summary]: Value stocks have outperformed growth since the start of 2022, and that trend might continue if a recession is on its way.  PepsiCo (NASDAQ: PEP) is a global powerhouse in the beverage and snack markets.  Pepsi might have a reputation for playing second fiddle to its rival Coca-Cola, but PepsiCo is a larger operation than just its namesake brand.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, MMM's stock price decreased from 97.57 to 95.51. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Best Dividend Stock to Buy: Verizon vs. 3M\n",
      "[Summary]: Investing in dividend stocks like Verizon and 3M can be an excellent way to generate passive income.\n",
      "\n",
      "[Headline]: 3M CEO must attend mediation in earplug litigation, judge rules\n",
      "[Summary]: A federal judge has ordered 3M Co CEO Michael Roman to attend mediation aimed at resolving nearly 260,000 lawsuits alleging that 3M military earplugs caused hearing loss, saying the negotiations have reached a \"critical juncture.\"\n",
      "\n",
      "[Headline]: 3M Co. stock outperforms market despite losses on the day\n",
      "[Summary]: Shares of 3M Co. slid 0.99% to $100.70 Tuesday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500 Index falling...\n",
      "\n",
      "[Headline]: 3M Forward: Delivering Science-Based Innovations at Scale To Address Global Challenges\n",
      "[Summary]: NORTHAMPTON, MA / ACCESSWIRE / May 24, 2023 / 3M Originally published on 3M News Center 3M Forward is a program that highlights how materials science-based innovation at scale can help society progress against three unstoppable forces shaping ...\n",
      "\n",
      "[Headline]: 3M Co. stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of 3M Co. shed 3.68% to $96.99 Wednesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500 Index falling...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for MMM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MMM stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. 3M Co. is expanding its commitment to climate tech solutions by partnering with Svante Technologies to develop carbon dioxide removal products. This move aligns with the growing global trend of companies focusing on sustainability and environmental responsibility, which could help attract investors.\n",
      "2. 3M Co. is pursuing a proactive restructuring plan, which could indicate a strong commitment to streamlining operations and improving efficiency, which could positively impact the company's financial performance.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company is facing legal issues related to the earplug litigation, which could result in significant financial penalties if the company is found liable.\n",
      "2. Despite being a strong dividend stock, 3M Co. has been underperforming the market in recent weeks, which could indicate investor sentiment is not as favorable as it once was.\n",
      "3. The company's stock price has been experiencing significant fluctuations, with a 0.99% drop in one day and a 3.68% drop in another, which could indicate market volatility and potential instability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the recent negative trends, 3M Co. has demonstrated strong commitment to innovation and sustainability. The partnership with Svante Technologies and the proactive restructuring plan indicate a strong focus on growth and efficiency. While the legal issues related to earplug litigation are a concern, the company's efforts to address this issue through mediation could potentially resolve the issue. Additionally, the company's strong commitment to sustainability and innovation could attract investors and help drive growth in the long term.\n",
      "\n",
      "Therefore, considering the positive developments and the potential for the legal issues to be resolved, the stock price of 3M Co. could potentially increase by 2-3% in the coming week. However, it is essential to keep a close eye on the market volatility and potential investor sentiment as these could also impact the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Analysts have highlighted 3M Co as an undervalued dividend stock, which may attract more investors.\n",
      "2. The company signed a revolving credit pact with JPMorgan Chase Bank to borrow up to $4.25 billion, providing additional capital for growth and operations.\n",
      "3. 3M has also announced a joint development agreement with Svante Technologies Inc. to develop and produce carbon dioxide removal products, expanding its commitment to climate tech solutions and paving the way for future growth.\n",
      "4. 3M's annual meeting highlighted its strong portfolio and promising actions to drive performance for shareholders in a dynamic environment.\n",
      "\n",
      "[Potential Concerns]\n",
      "1. 3M Co's CEO has been ordered by a judge to attend mediation for nearly 260,000 lawsuits claiming that the company's military earplugs caused hearing loss. This legal challenge could potentially result in considerable financial liability.\n",
      "2. The company's stock has been underperforming, and was even highlighted to have suffered losses on certain days. This trend may discourage potential investors.\n",
      "3. Bank of America data shows cracks in wage growth and discretionary spending among higher-income households, who are major investors in the market. This trend might affect the investment capacity of these households, potentially impacting 3M’s share price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Considering the factors above, my prediction for the week of May 28th to June 4th is that 3M Co's stock price will decrease by 0-1%. Although the company has positive developments including its recent credit pact, corporate innovation and its recognition as an undervalued dividend stock, the ongoing legal challenges and the underperformance of its stock combined with potential cracks in the broader economy may place downward pressure on its stock price in the short term.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Merck & Co Inc is a leading entity in the Pharmaceuticals sector. Incorporated and publicly traded since 1941-01-01, the company has established its reputation as one of the key players in the market. As of today, Merck & Co Inc has a market capitalization of 260984.05 in USD, with 2537.52 shares outstanding.\n",
      "\n",
      "Merck & Co Inc operates primarily in the US, trading under the ticker MRK on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Pharmaceuticals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, MRK's stock price increased from 113.93 to 116.11. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Atlantic Equities Maintains Merck (MRK) Overweight Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock outperforms market on strong trading day\n",
      "[Summary]: Shares of Merck & Co. Inc. advanced 1.33% to $117.89 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Merck’s Insurers On the Hook in $1.4 Billion NotPetya Attack, Court Says\n",
      "[Summary]: A court rejected arguments by insurers that they shouldn’t have to cover Merck’s losses from the Russia-linked attack.\n",
      "\n",
      "[Headline]: Insurers Can't Use War Argument: Court Rules in Favor of Merck in $1.4 Billion Cyberattack Coverage Case\n",
      "[Summary]: A New Jersey appellate court ruled that a group of insurers can’t use war as an argument to deny Merck & Co Inc (NYSE: MRK) coverage from the $1.4 billion cyberattack that happened in 2017. The court said the insurers must help the pharma giant cover losses from the cyber attack that the U.S. blamed on Russia. New Jersey appellate division judges said that the NotPetya cyberattack didn’t involve military action and can’t be excluded from coverage under a warlike-act exclusion. “The exclusion of\n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock rises Friday, still underperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. inched 0.26% higher to $117.68 Friday, on what proved to be an all-around positive trading session for the stock market, with the...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, MRK's stock price decreased from 116.11 to 115.57. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 7 Hot Penny Stocks Under $1.10 To Watch This Week\n",
      "[Summary]: Penny stocks to buy for under $1 but are they worth the risk?\n",
      "\n",
      "[Headline]: Unusual Put Option Trade in Merck (MRK)  Worth $1,012.00K\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock rises Wednesday, still underperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. inched 0.40% higher to $117.90 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: OPKO Health's Future After Merck Deal: Bright Or Uncertain\n",
      "[Summary]: In the first three months of 2023, the company posted $237.6 million in revenue, up 28.2% from the previous quarter. Click here to see our take on OPK stock.\n",
      "\n",
      "[Headline]: Caterpillar, Home Depot share gains lead Dow's 85-point jump\n",
      "[Summary]: Shares of Caterpillar and Home Depot are seeing strong returns Friday morning, sending the Dow Jones Industrial Average into positive territory. Shares of...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MRK's stock price decreased from 115.57 to 113.95. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Is AstraZeneca Overvalued After Publishing Q1 2023 Financial Results?\n",
      "[Summary]: We continue our coverage of AstraZeneca with a 'hold' rating for the next 12 months. Demand for some AZN innovative drugs is high, click for our view.\n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock falls Tuesday, still outperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. sank 0.25% to $116.08 Tuesday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: 3 Top Penny Stocks To Watch After Big News This Week\n",
      "[Summary]: Hot penny stocks with big news this week.\n",
      "\n",
      "[Headline]: 3 Undervalued Pharma Stocks to Buy for High Total Returns\n",
      "[Summary]: Throughout financial history, equity markets have navigated bull and bear cycles. The same holds true for various sectors. After an extended bull market, there tends to be a price and time correction phase in various sectors. One secret to successful investing is to identify sectors that have been depressed for an extended period. Stocks in this sector tend to be undervalued, and once sentiments reverse, the rally can be massive. My focus in this column is on undervalued pharma stocks to buy. To\n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock rises Friday, outperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. rose 1.31% to $115.49 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for MRK. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MRK stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Merck's stock outperformed the market during a dismal trading session, which suggests strong investor sentiment towards the company.\n",
      "2. The company's insurers have been ruled in favor in the $1.4 billion cyberattack coverage case, which reduces the potential financial risk for the company.\n",
      "3. Merck is identified as one of the top penny stocks to watch, indicating investor interest in the company's potential for growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company is facing legal challenges and potential financial risk due to the NotPetya cyberattack.\n",
      "2. The company's stock price has been relatively underperforming the market, which could be a sign of investor skepticism towards the company.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: While there are some concerns regarding the legal challenges and potential financial risk, the company's strong investor sentiment and positive developments in the cyberattack case suggest that the company is likely to see a positive price movement in the upcoming week. Additionally, the company's identification as a top penny stock to watch suggests that investors are bullish on its potential for growth. Therefore, it is predicted that the MRK stock price will increase by 0-1% in the next week. However, it is important to keep in mind that the market is inherently volatile and unexpected events can impact stock prices.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company received a ruling from a New Jersey appellate court that stated insurers can't use war as an argument to deny coverage from a $1.4 billion cyberattack that happened in 2017. This potentially gives Merck access to significant financial resources and provides a measure of financial security.\n",
      "2. Despite some fluctuations, the company's stock generally outperformed the market in several instances, indicating investor confidence and potential resilience.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There was an unusual put option trade worth $1,012.00K in MRK, which may suggest that investors expect the stock's price to fall.\n",
      "2. Despite isolated examples of outperformance, the company's stock generally underperformed the market, and stock prices have been on a decreasing trend in recent weeks. \n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Considering the recent developments, I predict a downward movement in MRK stock price by 3-4% for the next week. While positive regulatory decisions such as the court verdict on the cyberattack coverage are expected to have a positive impact in the long term, market indicators suggest potential near-term decline. The unusual put option trade indicates skepticism among investors, and the general stock price trend has been downwards despite a few days of outperformance against the market. These factors, combined with broader anxieties in the financial markets, suggest a short-term depreciation of stock price, even as the long-term outlook remains stable.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Merck & Co Inc is a leading entity in the Pharmaceuticals sector. Incorporated and publicly traded since 1941-01-01, the company has established its reputation as one of the key players in the market. As of today, Merck & Co Inc has a market capitalization of 260984.05 in USD, with 2537.52 shares outstanding.\n",
      "\n",
      "Merck & Co Inc operates primarily in the US, trading under the ticker MRK on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Pharmaceuticals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MRK's stock price decreased from 115.57 to 113.95. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Is AstraZeneca Overvalued After Publishing Q1 2023 Financial Results?\n",
      "[Summary]: We continue our coverage of AstraZeneca with a 'hold' rating for the next 12 months. Demand for some AZN innovative drugs is high, click for our view.\n",
      "\n",
      "[Headline]: Drugmakers Circle $23 Billion Biotech Argenx Ahead of Key Data\n",
      "[Summary]: (Bloomberg) -- European biotech firm Argenx SE is scheduled to release key drug trial data this summer. Deal-hungry Big Pharma is closely watching.Most Read from BloombergA 32-Year-Old Nears Billionaire Status by Using AI to Broker Japan MergersDebt Deadlock Spurs Late-Day Slide in US Stocks: Markets WrapGoogle Billionaire Sergey Brin Gifts $600 Million in Surging SharesBiden, McCarthy Voice Cautious Optimism on Debt Deal After TalksGoldman Banker Wins Promotion, Then Leaves for Rival Two Weeks\n",
      "\n",
      "[Headline]: Tracking Jeremy Grantham's GMO Capital Portfolio - Q1 2023 Update\n",
      "[Summary]: Jeremy Grantham’s 13F portfolio value increased from $18.77B to $19.66B this quarter. Click here to see an update on GMO Capital's trades for Q1 2023.\n",
      "\n",
      "[Headline]: 3 Undervalued Pharma Stocks to Buy for High Total Returns\n",
      "[Summary]: Throughout financial history, equity markets have navigated bull and bear cycles. The same holds true for various sectors. After an extended bull market, there tends to be a price and time correction phase in various sectors. One secret to successful investing is to identify sectors that have been depressed for an extended period. Stocks in this sector tend to be undervalued, and once sentiments reverse, the rally can be massive. My focus in this column is on undervalued pharma stocks to buy. To\n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock rises Friday, outperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. rose 1.31% to $115.49 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500...\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, MRK's stock price decreased from 113.95 to 109.59. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Pfizer Yielding 4.5% Is Getting Added To My Dividend Harvesting Portfolio And Maybe The Main Account\n",
      "[Summary]: Pfizer has fallen through the $40 level and looks very enticing as its dividend yield sits at 4.5%. See why I added PFE stock to my portfolio.\n",
      "\n",
      "[Headline]: Fed Rate Increases Hit Small Businesses the Hardest\n",
      "[Summary]: For companies that need to borrow money these days, it pays to be big.  The Federal Reserve’s rate-raising campaign has put a notable crimp in financing for companies with smaller payrolls and valuations.  The average rate for a loan from the U.S. Small Business Administration, which historically costs less than a bank loan, has reached double-digits, driving many small firms to borrow less.\n",
      "\n",
      "[Headline]: Merck & Co. Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Merck & Co. Inc. sank 0.87% to $114.49 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Unusual Call Option Trade in Merck (MRK)  Worth $618.80K\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: 14 Best Healthcare Dividend Stocks to Buy\n",
      "[Summary]: In this article, we will take a look at 14 best healthcare dividend stocks to buy. You can skip our detailed analysis of the healthcare sector and dividend stocks, and go directly to read 5 Best Healthcare Dividend Stocks to Buy. The healthcare sector in the US encompasses a wide range of providers, facilities, and […]\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for MRK. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MRK stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Merck & Co. Inc. stock has shown resilience in the face of market volatility, as seen from the positive performance on the trading sessions where the market was generally down.\n",
      "2. The company's stock has been identified as an undervalued pharmaceutical stock with potential for high returns, which could make it an attractive investment opportunity for investors.\n",
      "3. The company has been highlighted in a list of 14 best healthcare dividend stocks to buy, which could increase investor interest.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Merck & Co. Inc. stock has shown a downward trend in the past weeks, with a decrease of 0.87% on Monday, underperforming the market.\n",
      "2. The company's stock has been subject to unusual call option trade worth $618.80K, which could indicate potential market manipulation or insider trading.\n",
      "3. The Federal Reserve's rate-raising campaign has put a notable crimp in financing for companies with smaller payrolls and valuations, which could impact Merck's financial performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: The recent news of the unusual call option trade in Merck's stock could indicate potential market manipulation or insider trading, which could negatively affect investor sentiment and lead to a decrease in the stock price. Additionally, the Federal Reserve's rate-raising campaign could also negatively impact Merck's financial performance, as the company's smaller payroll and valuation may be more negatively affected by the increased borrowing costs.\n",
      "\n",
      "Furthermore, despite the positive developments, the overall trend of the company's stock has been downward in the past weeks, which could indicate a potential downward momentum that could continue in the short term. Therefore, it is predicted that the stock price of Merck & Co. Inc. could decrease by 0-1% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Merck & Co. Inc. was identified as an outperformer in the market on the trading session on Friday.\n",
      "2. A significant amount of money was transacted in the company's call option, indicating positive sentiment from investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been on a downward trend over the past two weeks.\n",
      "2. The wider market is troubled by the Federal Reserve's rate-raising campaign, which could impact the financing of companies such as Merck & Co. Inc.\n",
      "3. The stock has underperformed in the market as of Monday.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Given the recent negative trend of Merck's stock price and in light of the wider macroeconomic factors affecting the market, it seems that Merck's stock price may continue this downward trend. Additionally, the impact of the Federal Reserve's rate-raising campaign could hamper borrowing and financing capabilities for companies like Merck, which may have knock-on effects on their financial health and, by extension, their stock price. Therefore, despite the optimism reflected in the option trading, potential headwinds may bring the stock down by 1-2% in the next week. This prediction is subject to changes in the market situation and any potential significant developments for Merck.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Microsoft Corp is a leading entity in the Technology sector. Incorporated and publicly traded since 1986-03-13, the company has established its reputation as one of the key players in the market. As of today, Microsoft Corp has a market capitalization of 2572083.04 in USD, with 7429.76 shares outstanding.\n",
      "\n",
      "Microsoft Corp operates primarily in the US, trading under the ticker MSFT on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, MSFT's stock price decreased from 309.32 to 307.64. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: The Dividend Growth Portfolio, 8 Years Later\n",
      "[Summary]: In early 2015, I bought 15 of the largest cap stocks from the dividend achievers index. The strategy was to create a more retirement-ready portfolio. Click to read.\n",
      "\n",
      "[Headline]: Google unveils AI-powered search engine to rival Microsoft’s Bing\n",
      "[Summary]: Google has launched a revamped search engine powered by artificial intelligence, as it rushes to make up lost ground in the race to bring powerful new language models to the internet search business.  The US tech group on Wednesday unveiled an overhaul of its search engine to incorporate AI advances that have been sweeping through the tech world since the launch of Microsoft-backed OpenAI’s ChatGPT six months ago.  “With generative AI, we are taking the next step with a bold and responsible approach,” Sundar Pichai, Google chief executive, said at a presentation on Wednesday.\n",
      "\n",
      "[Headline]: Everyone is getting the AI 'revolution' wrong: Morning Brief\n",
      "[Summary]: AI could either be the next \"electricity\" or the next blockchain, and right now the market is stuck in the middle.\n",
      "\n",
      "[Headline]: Stratasys Q1/2023 Earnings Preview: What To Expect\n",
      "[Summary]: Stratasys stock, a 3D manufacturer, is looking beyond the Nano Dimension bid. Click here to read why an upward outlook may propel shares in SSYS.\n",
      "\n",
      "[Headline]: Google Has Already Turned the Tables. How It Took Back the AI Narrative.\n",
      "[Summary]: Google’s first efforts at generative AI were uninspiring and worrisome to investors. Now, new efforts around Gmail, Google Maps, and photos are winning fans.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MSFT's stock price increased from 307.64 to 317.67. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Should You Use ChatGPT to Select Your Next Investment?\n",
      "[Summary]: One of the latest and most talked-about tools in the rapidly developing world of artificial intelligence is ChatGPT.  This platform is owned by OpenAI and recently received a $10 billion investment from Microsoft.  With its extensive knowledge base, ChatGPT has naturally become a highly sought after tool for curious investors hoping to beat the market and potentially even use it as their primary investment advisor.\n",
      "\n",
      "[Headline]: Senators say they failed to act on social media, won't make same mistake with AI\n",
      "[Summary]: Members of the Senate Judiciary Committee say they want to regulate AI.\n",
      "\n",
      "[Headline]: Billionaire David Tepper’s 2023 Portfolio: Top 15 Stock Picks\n",
      "[Summary]: In this piece, we will take a look at the top 15 stock picks in billionaire David Tepper’s 2023 portfolio. For more stocks, head on over to Billionaire David Tepper’s 2023 Portfolio: Top 15 Stock Picks. After a tumultuous 2022 and a start to 2023 that saw markets focus on whether the Federal Reserve would […]\n",
      "\n",
      "[Headline]: Tracking Jeremy Grantham's GMO Capital Portfolio - Q1 2023 Update\n",
      "[Summary]: Jeremy Grantham’s 13F portfolio value increased from $18.77B to $19.66B this quarter. Click here to see an update on GMO Capital's trades for Q1 2023.\n",
      "\n",
      "[Headline]: Google Celebrates As Samsung Retracts Plan To Switch Over To Microsoft Bing For Now\n",
      "[Summary]: Alphabet Inc (NASDAQ: GOOG) (NASDAQ: GOOGL) Google heaved a sigh of relief as Samsung Electronics Co, Ltd (OTC: SSNLF) decided against swapping out the default search engine on its smartphones for Microsoft Corp’s (NASDAQ: MSFT) Bing any time soon. Samsung suspended an internal review that had explored replacing Google with Bing on its mobile devices, the Wall Street Journal cites familiar sources. Any reversal would have handed Bing a coveted victory in the Google-led search-engine space. In 20\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for MSFT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MSFT stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Microsoft has a strong position in the technology sector, which is expected to continue to grow in the coming years.\n",
      "2. Microsoft has invested in OpenAI's ChatGPT, which has the potential to revolutionize the industry with its AI capabilities.\n",
      "3. Google's decision to continue using Bing instead of switching to Microsoft Bing is a positive development as it could help maintain Microsoft's market share.\n",
      "4. Microsoft is considered a dividend achiever, which suggests it is a reliable investment for income-seeking investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The intense competition in the tech sector, particularly with Google's AI-powered search engine, could negatively impact Microsoft's market share.\n",
      "2. The uncertainty around AI regulations could potentially affect Microsoft's AI investments.\n",
      "3. Microsoft's basic financials have not been reported, which could indicate a lack of transparency.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: While Microsoft has a strong position in the technology sector and its investment in OpenAI's ChatGPT has the potential to drive future growth, the intense competition in the tech sector could negatively impact Microsoft's market share. The uncertainty around AI regulations could also affect Microsoft's AI investments. Moreover, the lack of transparency around Microsoft's basic financials could raise concerns among potential investors.\n",
      "\n",
      "Given these factors, it is predicted that Microsoft's stock price could decrease by 3-4% in the coming week. However, it is important to note that these predictions are based on the current market conditions and could be subject to change.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The $10 billion investment from Microsoft to ChatGPT of OpenAI indicated strong support in Artificial Intelligence (AI) and further consolidated Microsoft’s dominant role in this industry. \n",
      "2. Google's failure to introduce a search engine that rivals Microsoft’s Bing reinforces Bing as a solid and reliable search engine leader.\n",
      "3. Samsung's decision not to swap Google for Microsoft’s Bing as its smartphone's default search engine did not materialize, keeping Microsoft's prospects in the search engine space steady.\n",
      "4. Microsoft Corporation's stock is considered by various portfolio managers as an attractive investment, as seen in the portfolios of billionaire David Tepper and Jeremy Grantham's GMO Capital.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The increasingly regulatory environment, especially towards AI, could hold back the company's endeavors and growth in this area.\n",
      "2. Google's advances in the use of generative AI could pose a competitive challenge to Microsoft in the future.\n",
      "3. No recent financial reports have been released, which leaves stock market analysts with less data to determine the financial health of the company.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 4-5%\n",
      "Analysis: Overall, the AI landscape continues to be the battleground for giants like Microsoft and Google. With the recent investment in ChatGPT, Microsoft is solidifying its position in the AI space, and this is a strong positive signal for investors. It also shows an expanding source of potential revenue growth for Microsoft in the future, further enhancing its dominant market position.\n",
      "\n",
      "While regulatory concerns remain a potential headwind, the fact that Microsoft is already a key player in the AI space with an established reputation should work in its favor. The company is likely to remain proactive and responsible in meeting any compliance requirements, reducing the impact of potential regulatory measures. \n",
      "\n",
      "Moreover, despite competitive developments from Google, Microsoft has consistently demonstrated its ability to innovate and stay competitive. The fact that giant brands like Samsung continue to trust Microsoft over its rivals contributes to a positive sentiment around Microsoft's stock.\n",
      "\n",
      "Coupled with the endorsement from high-profile investment portfolios, the overall market sentiment towards Microsoft is positive. Given these factors, it can be predicted that the MSFT's stock price will likely increase by about 4-5% during the week of 2023-05-21 to 2023-05-28. Nevertheless, as a seasoned analyst, continuously monitoring market events and news will be crucial to revising the prediction if necessary.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Microsoft Corp is a leading entity in the Technology sector. Incorporated and publicly traded since 1986-03-13, the company has established its reputation as one of the key players in the market. As of today, Microsoft Corp has a market capitalization of 2572083.04 in USD, with 7429.76 shares outstanding.\n",
      "\n",
      "Microsoft Corp operates primarily in the US, trading under the ticker MSFT on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, MSFT's stock price increased from 307.64 to 317.67. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: CNBC Daily Open: Farewell for now, default fears\n",
      "[Summary]: Progress on U.S. debt ceiling talks and a sign of health at one regional bank gave markets the confidence to rally Wednesday. \n",
      "\n",
      "[Headline]: Billionaire David Tepper’s 2023 Portfolio: Top 15 Stock Picks\n",
      "[Summary]: In this piece, we will take a look at the top 15 stock picks in billionaire David Tepper’s 2023 portfolio. For more stocks, head on over to Billionaire David Tepper’s 2023 Portfolio: Top 15 Stock Picks. After a tumultuous 2022 and a start to 2023 that saw markets focus on whether the Federal Reserve would […]\n",
      "\n",
      "[Headline]: UPDATE 4-Twitter alleges \"unauthorized\" data usage by Microsoft\n",
      "[Summary]: Twitter Inc has alleged that Microsoft Corp violated an agreement over using the social media company's data, according to a letter seen by Reuters on Thursday.  Twitter owner Elon Musk's lawyer leveled accusations of \"unauthorized\" usage of Twitter's data by Microsoft, including sharing data with government agencies without permission in some cases.  In the letter addressed to Microsoft CEO Satya Nadella, Musk's lawyer Alex Spiro asked the tech giant to conduct an audit of its use of Twitter's content.\n",
      "\n",
      "[Headline]: Google Parent Alphabet Stock Rises. It Got Some Big News From Samsung.\n",
      "[Summary]: Samsung shelved a review that could have seen Google replaced with Microsoft’s Bing when Samsung owners use its Internet web-browsing app.\n",
      "\n",
      "[Headline]: UPDATE 2-G7 calls for developing global technical standards for AI\n",
      "[Summary]: Leaders of the Group of Seven (G7) nations on Saturday called for the development and adoption of technical standards to keep artificial intelligence (AI) \"trustworthy\", saying governance of the technology has not kept pace with its growth.  While the G7 leaders, meeting in Hiroshima, Japan, recognised that the approaches to achieving \"the common vision and goal of trustworthy AI may vary\", they said in a statement the rules for digital technologies like AI should be \"in line with our shared democratic values\".  The agreement came after the European Union, which participates in the G7, inched closer this month to passing legislation to regulate AI technology, potentially the world's first comprehensive AI law that could form a precedent among the advanced economies.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, MSFT's stock price increased from 317.67 to 332.19. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Mizuho Maintains Microsoft (MSFT) Buy Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Nvidia Fiscal Q1 2024 Earnings: Solid Beat, But Hedge Your Bets\n",
      "[Summary]: Nvidia Corporation just released its fiscal Q1 earnings and beat expectations on revenue and earnings per share. Click for my take on the NVDA earnings report.\n",
      "\n",
      "[Headline]: Nvidia Stock Is Expensive, Let Me Count The Ways\n",
      "[Summary]: Nvidia Corporation stock is up tremendously over the past 2 years while the fundamentals have gotten worse. Click here to read my NVDA stock analysis.\n",
      "\n",
      "[Headline]: CNBC Daily Open: The Nvidia impact on markets\n",
      "[Summary]: Nvidia shares exploded yesterday, and helped uplift other tech and semiconductor companies. But is the optimism an AI-induced hallucination?\n",
      "\n",
      "[Headline]: Dow Jones Futures Rise On Debt-Ceiling Buzz; Nvidia, Chip, AI Plays Soar, But Market Breadth Terrible\n",
      "[Summary]: The Nasdaq jumped as Nvidia skyrocketed on an AI boom. But market breadth was terrible. Workday was a big winner late.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for MSFT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the MSFT stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Microsoft Corp was recognized by billionaire David Tepper as one of the top 15 stock picks in his 2023 portfolio, reflecting the company's strong performance and potential for future growth.\n",
      "2. Microsoft was recommended by Mizuho to maintain a buy rating, indicating a positive outlook for the company's stock price.\n",
      "3. Microsoft's stock price increased significantly from 307.64 to 332.19 in the week from May 21st to May 28th, suggesting strong investor confidence in the company's future performance.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Microsoft was accused by Twitter of using unauthorized data usage, which could potentially lead to legal and financial consequences.\n",
      "2. The G7 nations called for the development of technical standards for AI, which could potentially lead to increased regulation of AI and its impact on Microsoft's operations.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Microsoft Corp's stock price has been on an upward trend in the past week, driven by positive news and the company's strong performance. However, the potential concerns around data usage and AI regulation could potentially lead to a decrease in investor confidence. Additionally, the G7's call for technical standards for AI could have a significant impact on Microsoft's AI-based services, which could potentially affect the company's future growth.\n",
      "\n",
      "In light of these developments, it is likely that Microsoft's stock price could see a slight decrease in the coming week, potentially by around 2-3%. However, the company's strong performance and the positive sentiment from billionaire David Tepper's portfolio may help cushion the impact of these concerns. The overall market trend and the company's strong fundamentals also suggest that Microsoft could recover from any potential downturn.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "\n",
      "1. Continued support from renowned financial institutions: Mizuho maintained its 'Buy' recommendation for Microsoft, indicating market confidence in the company's performance and future potential.\n",
      "   \n",
      "2. Positive Reaction to Industry Developments: The stock price showed a positive reaction to the news of Samsung selecting Google over Microsoft. This reflects the company's resilience and robust position in the industry.\n",
      "\n",
      "3. Promising technology advancements: Microsoft's potential compliance with new global AI standards signifies innovation and technological competitiveness.\n",
      "\n",
      "[Potential Concerns]:\n",
      "\n",
      "1. Legal concerns: With accusations from Twitter about unauthorized data usage and potential infringements of agreements, Microsoft could face legal and reputational issues with serious consequences.\n",
      "\n",
      "2. Competitive market challenges: While Microsoft remains a leader in technology, advancements by competitors may pose a threat. The continued dominance of Google, as recognized by Samsung, indicates intensified market competition.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Even though Microsoft has been on a positive trajectory over the past weeks, certain developments pose potential downside risk. The allegations for unauthorized data use by Twitter may lead to legal issues and negative reputational impact. Furthermore, the competitive market dynamics, particularly Google's preferred position by Samsung, might impose short-term pressure on Microsoft's performance. \n",
      "\n",
      "Considering these factors, it's reasonable to predict a slight decline of 0-1% for Microsoft's stock in the upcoming week. This prediction considers that while Microsoft remains a solid technology giant with continuous support from financial institutions and active involvement in AI standards, some potential short-term adversities can negatively impact the stock price. \n",
      "\n",
      "However, in the long run, should Microsoft handle these obstacles effectively and continue its innovation, the stock could regain its positive momentum. Investors should closely monitor the resolution of the data usage issue and the company's strategic moves in the competitive market.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Nike Inc is a leading entity in the Textiles, Apparel & Luxury Goods sector. Incorporated and publicly traded since 1980-12-02, the company has established its reputation as one of the key players in the market. As of today, Nike Inc has a market capitalization of 153540.65 in USD, with 1521.91 shares outstanding.\n",
      "\n",
      "Nike Inc operates primarily in the US, trading under the ticker NKE on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Textiles, Apparel & Luxury Goods space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, NKE's stock price decreased from 125.88 to 125.75. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: JPMorgan Chase, Nike share gains lead Dow's nearly 100-point jump\n",
      "[Summary]: Shares of JPMorgan Chase and Nike are trading higher Monday morning, sending the Dow Jones Industrial Average into positive territory. The Dow is trading 90...\n",
      "\n",
      "[Headline]: Nike Inc. Cl B stock rises Monday, outperforms market\n",
      "[Summary]: Shares of Nike Inc. Cl B inched 0.95% higher to $127.92 Monday, on what proved to be an all-around poor trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: It’s Not Just Bud Light. How Companies Are Fighting Back Against the War Over ‘Woke.’\n",
      "[Summary]: Bud Light is the latest casualty in a battle over whether companies are embracing too many progressive goals on everything from gender identity to climate...\n",
      "\n",
      "[Headline]: Sandbrook Capital Q1 2023 Partners Letter\n",
      "[Summary]: As is our stated goal, the fund will swing at attractive risk/reward across beta, factor, sector, and idiosyncratic bets when presented with compelling opportunities.\n",
      "\n",
      "[Headline]: Dow Jones Surges 450 Points On Strong Jobs Report. AAPL Stock Jumps On Earnings.\n",
      "[Summary]: The Dow Jones rallied 450 points on a strong April jobs report. AAPL stock jumped, while Carvana, DraftKings and Square were other key earnings movers.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, NKE's stock price decreased from 125.75 to 119.42. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Buy Alert: 2 Top Dividend Growth Stocks With Secular Tailwinds\n",
      "[Summary]: A few years from now, the best quality stocks will be worth more. Check out two very high quality dividend stocks which you should consider buying today.\n",
      "\n",
      "[Headline]: Here is What to Know Beyond Why NIKE, Inc. (NKE) is a Trending Stock\n",
      "[Summary]: Nike (NKE) has received quite a bit of attention from Zacks.com users lately. Therefore, it is wise to be aware of the facts that can impact the stock's prospects.\n",
      "\n",
      "[Headline]: WNBA Legend Sheryl Swoopes Joins DICK'S Sporting Goods and Nike for Third Annual It's Her Shot Tour Designed to Empower Young Female Athletes to Take Their Place on the Court\n",
      "[Summary]: Today DICK'S Sporting Goods (NYSE: DKS) and Nike (NYSE: NKE) announced their third annual It's Her Shot campaign with a six-city tour stopping in Los Angeles, Seattle, Las Vegas, Chicago, Atlanta, and New York City. The tour aims to create a space for girls to find joy in play, feel seen, safe, confident, empowered, and connected. WNBA Legend and three-time WNBA MVP, Sheryl Swoopes, will join DICK'S and Nike at each stop of the 2023 It's Her Shot tour, along with past and present WNBA players an\n",
      "\n",
      "[Headline]: Nike (NKE) Outpaces Stock Market Gains: What You Should Know\n",
      "[Summary]: Nike (NKE) closed at $126.88 in the latest trading session, marking a +0.23% move from the prior day.\n",
      "\n",
      "[Headline]: Maria Henry to Join NIKE, Inc. Board of Directors\n",
      "[Summary]: BEAVERTON, Ore., May 09, 2023--NIKE, Inc. (NYSE:NKE) today announced Maria Henry has been appointed to the Company’s Board of Directors.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, NKE's stock price decreased from 119.42 to 114.00. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3 Top Consumer Discretionary Stocks To Watch In May 2023\n",
      "[Summary]: Consumer discretionary stocks to watch right now.\n",
      "\n",
      "[Headline]: Nike, 3M share losses lead Dow's nearly 300-point drop\n",
      "[Summary]: Behind declines for shares of Nike and 3M, the Dow Jones Industrial Average is falling Tuesday afternoon. The Dow was most recently trading 296 points lower...\n",
      "\n",
      "[Headline]: Nike, Walt Disney share losses contribute to Dow's 188-point fall\n",
      "[Summary]: Shares of Nike and Walt Disney are seeing declines Friday afternoon, sending the Dow Jones Industrial Average into negative territory. Shares of Nike and...\n",
      "\n",
      "[Headline]: Nike stock falls following reports of potential fines\n",
      "[Summary]: Yahoo Finance Live host Diane King Hall takes a quick look at shares of Nike.\n",
      "\n",
      "[Headline]: Foot Locker Craters in Wake of Poor Earnings Report\n",
      "[Summary]: \n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for NKE. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then let's assume your prediction for next week (2023-05-21 to 2023-05-28) is down by more than 5%+. Provide a summary analysis to support your prediction. The prediction result need to be inferred from your analysis at the end, and thus not appearing as a foundational factor of your analysis.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Nike's stock price has shown a slight increase over the past week, outperforming the market.\n",
      "2. The company has been recognized as a top dividend growth stock with secular tailwinds, indicating a promising long-term growth potential.\n",
      "3. Nike has been actively involved in promoting gender equality and empowerment through its partnership with WNBA Legend Sheryl Swoopes and the \"It's Her Shot\" campaign.\n",
      "4. The company has recently announced the appointment of Maria Henry to its Board of Directors, which could bring valuable expertise and perspectives to the company's leadership.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite the positive developments, Nike's stock price has shown a downward trend over the past month, with a significant decrease from 125.75 to 119.42.\n",
      "2. There have been reports of potential fines that could impact Nike's financial performance.\n",
      "3. The company's stock price has been impacted by broader market trends, including a decline in consumer discretionary stocks.\n",
      "4. The company has faced challenges in the past, such as a decline in the Dow Jones index following reports of potential fines.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: Despite the positive developments, the potential concerns outweigh them, suggesting a downward trend in Nike's stock price in the upcoming week. The company's stock price has shown a consistent downward trend over the past month, indicating a potential downward momentum that could continue in the short term. Additionally, the broader market trends, such as a decline in consumer discretionary stocks, could also negatively impact Nike's stock price. Furthermore, the potential fines that could impact Nike's financial performance could also weigh on investor sentiment and drive the stock price down. Therefore, it is predicted that Nike's stock price will decrease by more than 5% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "\n",
      "1. Nike Inc. reported stock gains which outperformed the market, displaying a strong position during an overall poor trading session. \n",
      "2. An announcement of a partnership with Dick's Sporting Goods for the third annual It's Her Shot Tour reflected positively on the company's commitment to inclusivity and empowerment.\n",
      "3. Nike's appointment of Maria Henry to the Board of Directors may indicate tactical adjustments to leadership to drive growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "\n",
      "1. Consecutive weeks of stock price decrease from $125.88 on 30th April 2023 to $114.00 on 21st May 2023 signal a worrying downward trend.\n",
      "2. Nike and 3M share losses significantly contributed to the Dow's nearly 300-point drop, indicating the market's concern about the company's current financial health. \n",
      "3. Reports of potential fines have negatively impacted the Nike stock, fostering investor uncertainty.\n",
      "4. The poor earning report from Foot Locker, a significant retail partner for Nike, poses indirect risk to their business.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: Given the multiple weeks of consecutive stock price decline, coupled with recent negative reports of potential fines and the Dow's drop, a downward trend for Nike's stock in the following week (from 2023-05-21 to 2023-05-28) is anticipated. The overall market sentiment towards Nike appears to have been impacted negatively, and investors may be wary of the company's financial position in light of these factors. On the positive side, strategic partnerships and board appointments suggest long-term growth strategies. However, these developments might not have immediate effects on reversing the short-term downward trend. Therefore, it is predicted that Nike's stock is likely to decrease by more than 5% in the upcoming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Nike Inc is a leading entity in the Textiles, Apparel & Luxury Goods sector. Incorporated and publicly traded since 1980-12-02, the company has established its reputation as one of the key players in the market. As of today, Nike Inc has a market capitalization of 153540.65 in USD, with 1521.91 shares outstanding.\n",
      "\n",
      "Nike Inc operates primarily in the US, trading under the ticker NKE on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Textiles, Apparel & Luxury Goods space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, NKE's stock price decreased from 119.42 to 114.00. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Warning! 3 Stocks That Are Waving Big Red Flags\n",
      "[Summary]: The current recovery in the stock market has been uneven. Tech is booming, financials are lagging and everything in between is a mixed bag. This is frustrating, especially as some once dominant stocks continue to fall to new lows. This has created some stocks with big red flags that could crash. Many strong businesses that are household names are seeing their share prices continue to slump as the market contends with a range of issues that include high interest rates, failing banks and a looming\n",
      "\n",
      "[Headline]: 3 Top Consumer Discretionary Stocks To Watch In May 2023\n",
      "[Summary]: Consumer discretionary stocks to watch right now.\n",
      "\n",
      "[Headline]: US STOCKS-Wall St edges higher ahead of Powell comments; hopes of debt ceiling deal linger\n",
      "[Summary]: Wall Street's main indexes eked out gains on Friday ahead of Federal Reserve Chair Jerome Powell's comments at a monetary policy panel amid optimism that a deal to avoid a catastrophic U.S. debt default could be reached over the weekend.  The positive momentum carried through for much of the week as investors tracked progress in talks between top U.S. lawmakers for an agreement on increasing the $31.4 trillion debt ceiling.  President Joe Biden and Republican U.S. House Speaker Kevin McCarthy have voiced growing confidence about striking a deal soon, although they could be tripped up by last-minute opposition from the hardline House Freedom Caucus.\n",
      "\n",
      "[Headline]: Nike Inc. Cl B stock falls Friday, underperforms market\n",
      "[Summary]: Shares of Nike Inc. Cl B slipped 3.46% to $114.76 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Dow Jones Today: Debt Deal Pause Drives Down Index\n",
      "[Summary]: Tech stocks Cisco Systems, Intel and IBM moved higher, but Nike dragged the Dow lower on shoe sale worries.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, NKE's stock price decreased from 114.00 to 106.80. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Micron, Meta Platforms, Apple fall premarket; DraftKings, PacWest rise\n",
      "[Summary]: Investing.com -- Stocks in focus in premarket trade on Monday, May 22nd. Please refresh for updates.\n",
      "\n",
      "[Headline]: Stocks making the biggest moves midday: PacWest, DraftKings, Pfizer, Foot Locker and more\n",
      "[Summary]: These are the stocks posting the largest moves in midday trading. \n",
      "\n",
      "[Headline]: Stocks Remain Mixed. Nike Drags on Dow.\n",
      "[Summary]: Stocks remained mixed Monday as traders waited for the U.S. government to agree on a bill to raise the debt ceiling. The Dow Jones Industrial Average lost 70 points or 0.2%. The S&P 500 was up 0.3%, and the tech heavy Nasdaq Composite gained 0.\n",
      "\n",
      "[Headline]: Nike Inc. Cl B stock rises Friday, still underperforms market\n",
      "[Summary]: Shares of Nike Inc. Cl B inched 0.03% higher to $107.51 Friday, on what proved to be an all-around great trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: 3 Household-Name Stocks to Buy on the Dip\n",
      "[Summary]: There was an unprecedented surge in consumer spending over the past 24 months. A rush of government stimulus combined with a strong economy gave Americans a ton of disposable cash for shopping. However, amid surging inflation and fears of an impending economic slowdown, consumers are tightening their belts in 2023. That has pushed certain household name stocks into negative territory for the year. When investing in household name stocks, it’s important to ask whether the company in question is s\n",
      "\n",
      "Some recent basic financials of NKE, reported at 2023-05-31, are presented below:\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "assetTurnoverTTM: 1.3086\n",
      "bookValue: 14004\n",
      "cashRatio: 0.8039109766637856\n",
      "currentRatio: 2.7228\n",
      "ebitPerShare: 0.7847\n",
      "eps: 0.6626\n",
      "ev: 163275.44\n",
      "fcfMargin: 0.1547\n",
      "fcfPerShareTTM: 3.1802\n",
      "grossMargin: 0.4363\n",
      "inventoryTurnoverTTM: 3.4284\n",
      "longtermDebtTotalAsset: 0.2379\n",
      "longtermDebtTotalCapital: 0.3892\n",
      "longtermDebtTotalEquity: 0.6375\n",
      "netDebtToTotalCapital: 0.065\n",
      "netDebtToTotalEquity: 0.1065\n",
      "netMargin: 0.0804\n",
      "operatingMargin: 0.0952\n",
      "payoutRatioTTM: 0.3968\n",
      "pb: 11.5527\n",
      "peTTM: 31.9099\n",
      "pfcfTTM: 33.2068\n",
      "pretaxMargin: 0.0972\n",
      "psTTM: 3.1588\n",
      "ptbv: 11.7832\n",
      "quickRatio: 1.5996\n",
      "receivablesTurnoverTTM: 11.6429\n",
      "roaTTM: 0.1295\n",
      "roeTTM: 0.3401\n",
      "roicTTM: 0.2094\n",
      "rotcTTM: 0.2443\n",
      "salesPerShare: 8.2423\n",
      "sgaToSale: 0.5637\n",
      "tangibleBookValue: 13730\n",
      "totalDebtToEquity: 0.6379\n",
      "totalDebtToTotalAsset: 0.238\n",
      "totalDebtToTotalCapital: 0.3895\n",
      "totalRatio: 1.5952\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for NKE. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the NKE stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Despite the recent stock market volatility, Nike Inc. has shown resilience and managed to maintain its stock price within a relatively narrow range.\n",
      "2. The company's strong brand recognition and market share in the textiles, apparel, and luxury goods sector continue to attract investor interest.\n",
      "3. The company's high gross margin (0.4363) and high ebit per share (0.7847) demonstrate its profitability and potential for future growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been trending downward over the past weeks, with a 3.46% drop in a single week, which could indicate a potential downturn in investor sentiment.\n",
      "2. The company's high long-term debt total asset ratio (0.2379) and high long-term debt total capital ratio (0.3892) indicate that Nike Inc. has a significant amount of debt, which could impact its financial health in the long run.\n",
      "3. The company's current ratio (2.7228) is slightly below the ideal ratio of 3, which could indicate potential liquidity issues if the company were to face short-term financial challenges.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite the company's strong brand recognition and profitability, the recent stock market volatility and the company's high debt levels may lead to a downward trend in Nike's stock price in the upcoming week. The company's stock price has been trending downward, and the high debt levels could impact its financial health in the long run. The current ratio, though slightly below the ideal ratio, does indicate potential liquidity issues, which could further dampen investor sentiment.\n",
      "\n",
      "In conclusion, while Nike Inc. has shown resilience in the face of market volatility, the company's high debt levels and potential liquidity issues could lead to a downward trend in its stock price in the near future. However, the company's strong brand recognition and profitability may help mitigate some of these concerns, and the stock price may stabilize in the long run.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Nike is mentioned as a top consumer discretionary stock to watch, reflecting the continued interest in the brand's potential growth.\n",
      "2. There are increasing signs that the U.S. government might avoid a catastrophic debt default. A positive resolution on this matter could boost investor interest and support economic growth, which could also benefit Nike.\n",
      "3. Shares of Nike Inc. Cl B shown some resilience during a generally favorable market session.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Nike’s stock has been showing signs of weakness, with its price falling in recent weeks.\n",
      "2. There is market concern over high interest rates and a possible economic slowdown. This could affect consumer discretionary spending, thereby impacting Nike's sales.\n",
      "3. The article warning about stocks with red flags could signal investor apprehension for Nike, potentially resulting in a decrease in its stock value.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite some positive developments such as the potential avoidance of U.S. debt default and the shout out as a top consumer discretionary stock to watch, the concerns currently overshadow Nike’s outlook for the upcoming week. The overall market concerns about high interest rates and economic slowdown are likely to impact discretionary spending, which is crucial for Nike's business operations. Additionally, the recent falling trend of Nike's stock signals a bearish sentiment around the stock. Coupled with the warning about potential stock crashes, it’s reasonable to expect downward pressure on Nike's price in the upcoming week. Therefore, I predict Nike's stock price may decrease by 0-1% in the next week. However, investors should still pay attention to any changing economic conditions or company-specific news, which might significantly affect the stock price movement.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Procter & Gamble Co is a leading entity in the Consumer products sector. Incorporated and publicly traded since 1950-03-22, the company has established its reputation as one of the key players in the market. As of today, Procter & Gamble Co has a market capitalization of 352613.75 in USD, with 2356.89 shares outstanding.\n",
      "\n",
      "Procter & Gamble Co operates primarily in the US, trading under the ticker PG on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Consumer products space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, PG's stock price decreased from 154.08 to 154.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Procter & Gamble Co. slid 1.02% to $153.71 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Dividend Growth 50: Adieu, And Thanks For The Lessons Learned\n",
      "[Summary]: After 8 1/2 years, I've dropped the curtain on the real-money DG50 project. Read more to see 3 of my biggest lessons while managing the portfolio.\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock rises Wednesday, still underperforms market\n",
      "[Summary]: Shares of Procter & Gamble Co. inched 0.21% higher to $154.03 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with...\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock outperforms market on strong trading day\n",
      "[Summary]: Shares of Procter & Gamble Co. advanced 1.02% to $155.96 Friday, on what proved to be an all-around grim trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Better Buy: Altria vs. Procter & Gamble\n",
      "[Summary]: This pair of consumer staples companies sit at opposite ends of the yield spectrum, but investors should also consider their risk profiles.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, PG's stock price decreased from 154.01 to 151.26. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of Procter & Gamble Co. slumped 0.42% to $155.08 Wednesday, on what proved to be an all-around favorable trading session for the stock market, with...\n",
      "\n",
      "[Headline]: P&G’s stock leads Dow decliners after downgrade by analyst, who says investors may have shown it ‘too much love’\n",
      "[Summary]: P&G's stock slumped Thursday after it was downgraded at Truist, which said investors may have shown the consumer packaged-goods company \"too much love.\"\n",
      "\n",
      "[Headline]: Dow's 200-point drop led by losses in shares of UnitedHealth, Procter & Gamble\n",
      "[Summary]: The Dow Jones Industrial Average is trading down Thursday afternoon with shares of UnitedHealth and Procter & Gamble delivering the stiffest headwinds for...\n",
      "\n",
      "[Headline]: Procter & Gamble Is a ‘Great Company,’ Analyst Says. Why the Stock Still Isn’t a Buy Right Now.\n",
      "[Summary]: Consumer-facing companies remain worried about demand as inflation remains high and recession fears linger.\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock outperforms competitors on strong trading day\n",
      "[Summary]: Shares of Procter & Gamble Co. inched 0.42% higher to $153.17 Friday, on what proved to be an all-around poor trading session for the stock market, with the...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for PG. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then let's assume your prediction for next week (2023-05-21 to 2023-05-28) is down by more than 5%+. Provide a summary analysis to support your prediction. The prediction result need to be inferred from your analysis at the end, and thus not appearing as a foundational factor of your analysis.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Despite the overall negative trading session, Procter & Gamble Co. stock managed to outperform its competitors on strong trading days.\n",
      "2. The company has been consistently delivering strong trading days, indicating the resilience of its stock.\n",
      "3. Procter & Gamble Co. has been recognized as a \"great company\" by an analyst, indicating its strong reputation and potential for future growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock has been underperforming compared to its competitors, indicating a potential weakness in its competitive positioning.\n",
      "2. Procter & Gamble Co. was downgraded by an analyst, which could lead to a decrease in investor confidence and potentially impact the stock price.\n",
      "3. The company's stock price has been decreasing over the past week, indicating a potential downward trend.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: Based on the above analysis, it is predicted that the Procter & Gamble Co. stock price will decrease by more than 5% in the upcoming week. The reasons for this prediction are:\n",
      "\n",
      "1. The company's stock has been underperforming compared to its competitors, indicating a potential weakness in its competitive positioning.\n",
      "2. The company's stock has been consistently decreasing over the past week, indicating a potential downward trend.\n",
      "3. The analyst downgrade could lead to a decrease in investor confidence and potentially impact the stock price.\n",
      "\n",
      "The company's positive developments, such as outperforming its competitors on strong trading days and being recognized as a \"great company,\" are not enough to offset the potential concerns mentioned above. Therefore, it is predicted that the stock price will continue to decrease in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. There has been a moderate positive growth in the stock price, indicating certain investor confidence on certain trading sessions within the period.\n",
      "2. Even on some poor market trading sessions, Procter & Gamble Co. managed to outperform some of their competitors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The stock of Procter & Gamble Co. has been consistently underperforming the market on multiple occasions within the period.\n",
      "2. Downgrade of the company's stock by Truist indicates a reduced confidence in its performance.\n",
      "3. High inflation and recession fears are present, which could negatively impact the demand for their consumer products.\n",
      "4. Procter & Gamble Co. featured among the leading decliners in the Dow Jones Industrial Average, suggesting broader market pessimism about the stock's future performance. \n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: The recent performance of Procter & Gamble Co. suggests a downward trend. Despite outperforming some competitors, it has consistently trailed the broader market, with several trading sessions ending in losses. Furthermore, the stock has been downgraded by Truist, suggesting a potential loss of investor confidence.\n",
      "\n",
      "The global economic environment also presents significant challenges. With inflation remaining high and fears of a looming recession, consumer demand could decrease, affecting Procter & Gamble's profitability. As a company that heavily relies on consumer spending, any adverse economic conditions could have a profound impact on its performance. \n",
      "\n",
      "Given these factors and looking at the recent downturns, I predict that the stock will continue its decline, potentially dropping by more than 5% over the next week. Of course, this analysis could change if new significant positive developments emerge during the week. However, based on the available data, the outlook is bearish.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Procter & Gamble Co is a leading entity in the Consumer products sector. Incorporated and publicly traded since 1950-03-22, the company has established its reputation as one of the key players in the market. As of today, Procter & Gamble Co has a market capitalization of 352613.75 in USD, with 2356.89 shares outstanding.\n",
      "\n",
      "Procter & Gamble Co operates primarily in the US, trading under the ticker PG on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Consumer products space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, PG's stock price decreased from 154.08 to 154.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Procter & Gamble Co. dropped 0.47% to $155.30 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Procter & Gamble Co. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Procter & Gamble Co. slid 1.02% to $153.71 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Dividend Growth 50: Adieu, And Thanks For The Lessons Learned\n",
      "[Summary]: After 8 1/2 years, I've dropped the curtain on the real-money DG50 project. Read more to see 3 of my biggest lessons while managing the portfolio.\n",
      "\n",
      "[Headline]: Top Analyst Reports for Alphabet, Procter & Gamble & Alibaba\n",
      "[Summary]: Today's Research Daily features new research reports on 16 major stocks, including Alphabet Inc. (GOOGL), The Procter & Gamble Company (PG) and Alibaba Group Holding Limited (BABA).\n",
      "\n",
      "[Headline]: Procter & Gamble Stock: A Few Reasons To Stay Aside\n",
      "[Summary]: Procter & Gamble reported strong Q3 FY2023 results, with organic sales growing over 7%. The core EPS was up 3% YoY. See why PG stock is rated hold.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, PG's stock price decreased from 154.01 to 151.26. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Stocks making the biggest moves midday: Walmart, Netflix, Alibaba, Nvidia & more\n",
      "[Summary]: These are the stocks posting the largest moves in midday trading. \n",
      "\n",
      "[Headline]: P&G’s stock leads Dow decliners after downgrade by analyst, who says investors may have shown it ‘too much love’\n",
      "[Summary]: P&G's stock slumped Thursday after it was downgraded at Truist, which said investors may have shown the consumer packaged-goods company \"too much love.\"\n",
      "\n",
      "[Headline]: Procter & Gamble Is a ‘Great Company,’ Analyst Says. Why the Stock Still Isn’t a Buy Right Now.\n",
      "[Summary]: Consumer-facing companies remain worried about demand as inflation remains high and recession fears linger.\n",
      "\n",
      "[Headline]: Truist Securities Downgrades Procter & Gamble (PG)\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: 3 Super-Low-Risk Dividend Stocks With Above-Average Yields You Can Hold Forever\n",
      "[Summary]: Companies with higher-yielding dividends can be at higher risk.  Chevron (NYSE: CVX), Cisco Systems (NASDAQ: CSCO), and Procter & Gamble (NYSE: PG) are incredibly safe dividend stocks.  Thus, investors can hold them with confidence for a potential lifetime of dividend income.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, PG's stock price decreased from 151.26 to 143.58. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dividend Growth Investing Like Warren Buffett\n",
      "[Summary]: 3 of Buffett's core investing principles are just as applicable to dividend growth investing as they are to any kind of investing. Read more to see my thoughts.\n",
      "\n",
      "[Headline]: 3 Dividend King Stocks That Can Make You Money in Your Sleep\n",
      "[Summary]: Lots of stocks are not only generating reliable dividends, but are raising their payouts like clockwork.  Here's a closer look at three such names that have not only dished out dividends for several decades, but increased their annual payouts for 50 or more years -- qualifying them as so-called Dividend Kings.  Procter & Gamble (NYSE: PG) is the parent company to Pampers diapers, Tide detergent, Charmin toilet paper, Gillette razors, Old Spice deodorant, Crest toothpaste, and more.\n",
      "\n",
      "[Headline]: 4 Blue-Chip Stocks From a Struggling Dow for a Stable Portfolio\n",
      "[Summary]: We have narrowed our search to four blue-Chip (components of Dow) stocks with strong potential for 2023. These are: MCD, WMT, CAT and PG.\n",
      "\n",
      "[Headline]: Procter & Gamble Company (The) (PG) Is a Trending Stock: Facts to Know Before Betting on It\n",
      "[Summary]: P&G (PG) has received quite a bit of attention from Zacks.com users lately. Therefore, it is wise to be aware of the facts that can impact the stock's prospects.\n",
      "\n",
      "[Headline]: 2 Dividend Stocks to Buy Before They Rally\n",
      "[Summary]: Investors like dividend stocks because they deliver cash flow that can be accepted as immediate income today, or that can be reinvested to amplify long-term returns.  The hard part is finding a dividend stock that's got much more going for it than just its yield.  PepsiCo has a well-established business in a mature market, but it is still growing sales at a double-digit rate.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for PG. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the PG stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Procter & Gamble has reported strong Q3 FY2023 results, with organic sales growing over 7%.\n",
      "2. The company is considered a 'great company' by some analysts, indicating a strong reputation and potential for stability.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock has been experiencing a downward trend, with a 0.47% decrease in Monday's trading and a 1.02% drop on Tuesday.\n",
      "2. The company has been downgraded by Truist Securities, which could impact investor sentiment and potentially lead to further selling.\n",
      "3. The company's stock is not considered a buy right now, as there are concerns about consumer demand due to inflation and recession fears.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Given the recent trends and concerns, it is likely that the stock price of Procter & Gamble will continue to decline in the upcoming week. The company's stock has been experiencing a downward trend, which is likely to continue given the current market conditions and the downgrade by Truist Securities. Additionally, the company's exposure to consumer packaged goods makes it vulnerable to fluctuations in consumer demand, which is a significant concern in the current economic environment.\n",
      "\n",
      "While the company's strong Q3 results and positive reputation are positive factors, they may not be enough to offset the negative sentiment and market trends. Therefore, it is predicted that the stock price of Procter & Gamble will decrease by 2-3% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Procter & Gamble reported strong Q3 FY2023 results with organic sales growing over 7%.\n",
      "2. It was highlighted as one of the reliable companies for dividend yield, with steady increases, garnering them the coveted status of 'Dividend King'.\n",
      "3. Despite some recent losses, it remains a part of blue-chip stocks with strong potential for 2023.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company recently saw a downgrade from Truist Securities, signaling a potential negative outlook.\n",
      "2. An analyst cautioned that despite being a 'great company', its stock may not be a buy due to current economic conditions, including high inflation rates.\n",
      "3. The stock has been experiencing a consistent price drop in the recent weeks, from 154.08 to 143.58 in a span of three weeks.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Based on the given information, I predict that Procter & Gamble Co.'s stock price may fall by 1-2% in the upcoming week. While there are positive developments - such as solid Q3 results and a strong reputation as a dividend stock - the recent negative analyst outlooks, coupled with persistent economic uncertainties, augur a continued price drop.\n",
      "\n",
      "The downgrade from Truist Securities especially suggests a temporary loss of market confidence in the stock. Additionally, the various news items and market sentiments signal towards caution for investors in the current market scenario.\n",
      "\n",
      "Though P&G is a long time market leader and has a stable product portfolio, given the recent bearish momentum, it seems likely that the stock may continue a slow downward trend over the next week. This slight pullback could represent a consolidation phase before the stock rebounds, considering its strong fundamentals and potential for dividend income. So, while the short-term outlook appears slightly negative, the long-term perspective for the company remains positive.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Travelers Companies Inc is a leading entity in the Insurance sector. Incorporated and publicly traded since 1980-03-17, the company has established its reputation as one of the key players in the market. As of today, Travelers Companies Inc has a market capitalization of 38663.46 in USD, with 228.94 shares outstanding.\n",
      "\n",
      "Travelers Companies Inc operates primarily in the US, trading under the ticker TRV on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Insurance space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, TRV's stock price increased from 179.93 to 181.54. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Travelers Cos. Inc. stock rises Monday, outperforms market\n",
      "[Summary]: Shares of Travelers Cos. Inc. inched 0.40% higher to $182.81 Monday, on what proved to be an all-around favorable trading session for the stock market, with...\n",
      "\n",
      "[Headline]: Travelers Cos. Inc. stock underperforms Tuesday when compared to competitors\n",
      "[Summary]: Shares of Travelers Cos. Inc. sank 0.71% to $181.51 Tuesday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Why Is Travelers (TRV) Up 2.3% Since Last Earnings Report?\n",
      "[Summary]: Travelers (TRV) reported earnings 30 days ago. What's next for the stock? We take a look at earnings estimates for some clues.\n",
      "\n",
      "[Headline]: Travelers Cos. Inc. stock rises Friday, outperforms market\n",
      "[Summary]: Shares of Travelers Cos. Inc. inched 0.21% higher to $183.72 Friday, on what proved to be an all-around poor trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 21 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 21 with better than 10% short-term upside, ETF updates and a Dow 30 Pick. Click here to read the full week 21 update.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for TRV. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then let's assume your prediction for next week (2023-05-21 to 2023-05-28) is down by more than 5%+. Provide a summary analysis to support your prediction. The prediction result need to be inferred from your analysis at the end, and thus not appearing as a foundational factor of your analysis.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company's stock has been consistently outperforming the market, indicating strong investor confidence.\n",
      "2. The company's earnings report showed positive results, leading to an increase in the stock price.\n",
      "3. The company's stock has been recognized as a \"Breakout Stock\" in the \"Week 21 - 2023\" report, indicating a potential for significant short-term growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite the positive developments, the company's stock underperformed on some days, which may indicate potential instability in the stock.\n",
      "2. The company's stock price has been fluctuating, which could be a sign of volatility and unpredictability.\n",
      "3. There are no recent financial reports available, which could mean that the company's financial situation is not clear, and investors may be uncertain about the company's future performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: Given the mixed performance of the company's stock in the past week, the prediction for the next week is a downward movement of more than 5%. Although the company's stock has shown positive outperformance against the market, it has also experienced some underperformance on certain days. This could be a sign of potential instability in the stock, and investors may be hesitant to invest further.\n",
      "\n",
      "Furthermore, the absence of recent financial reports means that investors are uncertain about the company's financial situation, which could lead to a decrease in investor confidence. The recognition of the company's stock as a \"Breakout Stock\" may also be a double-edged sword, as it could attract new investors who may not be fully aware of the company's financial situation, leading to a potential price drop.\n",
      "\n",
      "In conclusion, while the company's stock has shown some positive developments, the overall outlook for the next week appears uncertain due to the potential instability in the stock and the lack of clear financial data. Therefore, a downward movement of more than 5% is predicted.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Continual marginal stock rises despite overall unfavorable market conditions, may indicate solid fundamentals.\n",
      "2. They have reported positive earning estimates which hint towards robust financial health.\n",
      "   \n",
      "[Potential Concerns]:\n",
      "1. Facing periods of underperformance compared to industry competitors.\n",
      "2. Absence of recent basic financial reports may indicate a lack of transparency or possible financial problems.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by more than 5%\n",
      "Analysis: Given the fluctuating market performance, TRV has shown solid rallies during rough market conditions, and the recent positive earning estimates provide reassurance. However, the underperformance compared to its competitors and the absence of any recent basic financial reports can't be overlooked. Stock performance often relies on a mix of company fundamentals, market sentiment, and economic influences. When a company doesn't publicize such crucial information, the opacity can generate uncertainty that may translate into stock volatility. This, coupled with the recent underperformance when compared to competitors, could feasibly lead to a downslide in stock price in the week between 2023-05-21 to 2023-05-28, potentially by more than 5%.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Travelers Companies Inc is a leading entity in the Insurance sector. Incorporated and publicly traded since 1980-03-17, the company has established its reputation as one of the key players in the market. As of today, Travelers Companies Inc has a market capitalization of 38663.46 in USD, with 228.94 shares outstanding.\n",
      "\n",
      "Travelers Companies Inc operates primarily in the US, trading under the ticker TRV on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Insurance space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, TRV's stock price decreased from 181.54 to 170.24. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Travelers Cos. Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Travelers Cos. Inc. shed 1.43% to $181.10 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Travelers Institute® to Host Cybersecurity Symposium in Charlotte, North Carolina\n",
      "[Summary]: CHARLOTTE, N.C., May 23, 2023--The Travelers Institute, the public policy division of The Travelers Companies, Inc. (NYSE: TRV), will host its in-person Cyber: Prepare, Prevent, Mitigate, Restore® symposium today, May 23, in Charlotte. The event is part of a national series that promotes dialogue and education around helping businesses prepare for, and respond to, cyber incidents.\n",
      "\n",
      "[Headline]: Are You a Value Investor? This 1 Stock Could Be the Perfect Pick\n",
      "[Summary]: The Zacks Style Scores offers investors a way to easily find top-rated stocks based on their investing style. Here's why you should take advantage.\n",
      "\n",
      "[Headline]: Travelers Cos. Inc. stock underperforms Friday when compared to competitors\n",
      "[Summary]: Shares of Travelers Cos. Inc. slipped 0.79% to $172.29 Friday, on what proved to be an all-around favorable trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: June MDA Breakout Stocks/ETFs Week 22 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 22 with better than 10% short-term upside, ETF updates and one Dow 30 pick. Read more to see my full week 22 update.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for TRV. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the TRV stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Travelers Institute® is hosting a Cybersecurity Symposium in Charlotte, North Carolina, which highlights the company's commitment to promoting dialogue and education around cybersecurity.\n",
      "2. The company has been identified as a potential pick for value investors, indicating that the stock may be undervalued and has potential for growth.\n",
      "3. The company's stock has been identified as a potential breakout stock for week 22 of 2023, with a potential for a 10% short-term upside.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock underperformed in the market, which may indicate a lack of investor confidence or potential market volatility.\n",
      "2. The company's stock price has been steadily decreasing over the past few weeks, which could indicate a potential downward trend.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the recent underperformance, the company's initiatives in the field of cybersecurity and its potential as a value pick for investors could contribute to a positive outlook in the coming week. The company's decision to host a symposium on cybersecurity demonstrates its commitment to the issue and could potentially attract new investors. The identification of the stock as a potential breakout pick for week 22 also suggests that the company's stock may be undervalued and has potential for growth.\n",
      "\n",
      "However, the recent downward trend in the stock price and the lack of basic financial reports in the past week may indicate some concerns. The market volatility could also impact the stock's performance in the short term. However, considering the positive developments and potential for growth, the stock may see a slight increase by 2-3% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Travelers Institute is prioritizing cybersecurity and enhancing its value to customers by leading symposiums on cyber incident preparedness and response, signifying its commitment to tackling emerging risks and threats.\n",
      "2. The company has been identified as a potential \"perfect pick\" for value investors, indicating that it is believed to offer value for money in the long term.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The Travelers Companies' stock has been underperforming compared to its competitors. If this trend continues, it may discourage investors.\n",
      "2. There is a lack of recent financial information, which makes it challenging to assess the company's financial health and performance, and may deter potential investors seeking transparency.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Given the mixed development in the past week, a slight increase for TRV's stock is predicted for the upcoming week. On the positive side, commitment to cybersecurity can serve as a competitive edge in the insurance sector and may attract potential investors. Furthermore, recognition as a valuable investment should create positive sentiment in the market.\n",
      "\n",
      "However, notable underperformance compared to competitors and the lack of recent financials could limit the growth of the stock. Therefore, taking these factors into consideration, modest growth between 0 to 1% in the upcoming week seems plausible. This prediction is subjected to further changes in market conditions and company developments. The company needs to improve its stock performance to avoid investors' discouragement and ensure transparency regarding its financial situation to maintain investor trust.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "UnitedHealth Group Inc is a leading entity in the Health Care sector. Incorporated and publicly traded since 1984-10-17, the company has established its reputation as one of the key players in the market. As of today, UnitedHealth Group Inc has a market capitalization of 492423.80 in USD, with 926.31 shares outstanding.\n",
      "\n",
      "UnitedHealth Group Inc operates primarily in the US, trading under the ticker UNH on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Health Care space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, UNH's stock price decreased from 487.32 to 475.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: UnitedHealth Group's Upcoming Dividend Increase\n",
      "[Summary]: UnitedHealth Group Incorporated is likely to announce its 14th consecutive dividend increase in June. Click here to read my analysis of UNH stock.\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock rises Wednesday, still underperforms market\n",
      "[Summary]: Shares of UnitedHealth Group Inc. advanced 1.06% to $484.81 Wednesday, on what proved to be an all-around positive trading session for the stock market, with...\n",
      "\n",
      "[Headline]: S&P 500, Nasdaq end at 9-month highs on debt-ceiling hope, economic data and upbeat earnings\n",
      "[Summary]: U.S. stocks jumped on Thursday, with the Nasdaq Composite and the S&P 500 index logging their highest closes since August 2022, as investors digested...\n",
      "\n",
      "[Headline]: 7 High-Quality Dow Stocks to Buy on the Dip\n",
      "[Summary]: If you’re looking to build a portfolio of high-quality blue chip stocks, Dow stocks should be at or near the top of your list. These stocks, aka the components of the Dow Jones Industrial Average (or DJIA), represent 30 of America’s largest, most venerable companies, across multiple sectors. There are a total of 30 Dow components, but instead of buying the whole bunch, you may want to focus on what could be some of the strongest individual opportunities within the index. While few stocks that ma\n",
      "\n",
      "[Headline]: Billionaire Jim Simons’ 2023 Portfolio: Top 15 Stock Picks\n",
      "[Summary]: In this article, we discuss billionaire Jim Simons’ top 15 stock picks in 2023. If you want to see more stocks in this selection, check out Billionaire Jim Simons’ 2023 Portfolio: Top 5 Stock Picks. Managed by Renaissance Technologies, the Medallion Fund stands as one of the world’s most prosperous and enigmatic hedge funds. Established […]\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for UNH. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the UNH stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. UnitedHealth Group Inc. is expected to announce its 14th consecutive dividend increase in June, which could attract income-seeking investors.\n",
      "2. The company's stock rose by 1.06% on Wednesday, showing positive market sentiment.\n",
      "3. S&P 500 and Nasdaq Composite have been experiencing highs, which could indicate a positive overall market sentiment.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. UnitedHealth Group Inc.'s stock underperformed the market in the past week.\n",
      "2. The company has not reported any basic financial data, which could indicate a lack of transparency.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite some positive developments, UnitedHealth Group Inc. faces several concerns that could impact its stock price in the upcoming week. The company's stock underperformed the market in the past week, which could be a sign of investor caution. Additionally, the lack of basic financial data could deter some investors who value transparency in their investments.\n",
      "\n",
      "However, the announcement of a 14th consecutive dividend increase could potentially attract income-seeking investors. This could offset some of the negative sentiment and potentially drive a slight increase in stock price.\n",
      "\n",
      "Based on these factors, it is predicted that the stock price of UnitedHealth Group Inc. will decrease by 0-1% in the upcoming week. The company's lack of transparency and recent underperformance in the market could weigh on investor sentiment, while the dividend increase could potentially attract some investors.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The expected 14th consecutive dividend increase for UnitedHealth Group adds to the company's appeal for investors. This indicates the company's robust financial health and its consistency in giving back to its shareholders.\n",
      "2. UnitedHealth was highlighted as one of the high-quality Dow stocks to buy on the dip which points towards the faith of market analysts in the growth potential of the company. \n",
      "3. The company's stock was featured in billionaire Jim Simons' top 15 stock picks for 2023. This adds value to the company's stock and raises investor confidence.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. UnitedHealth stock is underperforming the market, as seen last Wednesday. The company's shares advanced but were considerably lower than total market growth.\n",
      "2. The overall market volatility and uncertainty due to external factors such as the debt-ceiling situation and changes in economic data could potentially impact the stock's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite some concerns about market performance, the overall outlook for UnitedHealth Group Inc. looks attractive due to its consistent dividend growth, endorsement from market analysts, and inclusion in billionaire investors' portfolios. The expected dividend increase will likely boost investor interest, potentially leading to increased demand for the stock. Moreover, being recognized as a potential high-quality buy amidst a dip could serve as a positive signal for prospective and current investors. Hence, with these factors considered, it's expected that the stock price for UnitedHealth Group can potentially see a modest upward shift of 0-1% over the next week. However, investors should be mindful of overall market conditions and their potential impact on the stock's performance.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "UnitedHealth Group Inc is a leading entity in the Health Care sector. Incorporated and publicly traded since 1984-10-17, the company has established its reputation as one of the key players in the market. As of today, UnitedHealth Group Inc has a market capitalization of 492423.80 in USD, with 926.31 shares outstanding.\n",
      "\n",
      "UnitedHealth Group Inc operates primarily in the US, trading under the ticker UNH on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Health Care space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, UNH's stock price increased from 488.18 to 490.35. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock rises Monday, outperforms market\n",
      "[Summary]: Shares of UnitedHealth Group Inc. inched 0.73% higher to $495.70 Monday, on what proved to be an all-around grim trading session for the stock market, with...\n",
      "\n",
      "[Headline]: UnitedHealth and Other Stocks to Buy for an End to the Fed’s Rate Hikes\n",
      "[Summary]: This year’s rally may have been spurred by investors front-running the end of the Fed’s tightening who will be motivated to sell stocks once the pause is real. If that’s the case, defensive sectors could perform the best.\n",
      "\n",
      "[Headline]: Baron Health Care Fund Q1 2023 Shareholder Letter\n",
      "[Summary]: Baron is an asset management firm focused on delivering growth equity investment solutions known for a long-term, fundamental, active approach to growth investing.\n",
      "\n",
      "[Headline]: 7 Dividend-Paying Large-Cap Stocks to Buy in May\n",
      "[Summary]: Large-cap stocks are those that have a market capitalization above $10 billion and are synonymously known as big cap stocks. A company’s market capitalization is calculated by multiplying the share price by the number of shares outstanding. By that metric, all of the shares listed below qualify as large cap. Each stock listed below also pays out a dividend, providing shareholders with a dependable source of income. May is a great month to buy these companies despite the old adage to “sell in May\n",
      "\n",
      "[Headline]: Select Medical (SEM) Q1 Earnings Top on Improving Profitability\n",
      "[Summary]: Select Medical (SEM) expects revenues to be within the range of $6.5-$6.7 billion in 2023, indicating a rise of 4.8% from the 2022 figure of $6.3 billion.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, UNH's stock price decreased from 490.35 to 487.32. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Something Congress Might Agree On: Tackling Drug Costs\n",
      "[Summary]: Republicans and Democrats in Congress may find rare agreement in the coming months on legislation taking aim at high drug costs.  The lawmakers are rolling out proposals that aim to reduce drug spending by insurers and government agencies, as well as by patients at the pharmacy trying to fill prescriptions for diabetes and other medicines.  A target for the lawmakers is the companies that manage drug benefits.\n",
      "\n",
      "[Headline]: 6. Alto Pharmacy\n",
      "[Summary]: Alto Pharmacy is a threat to pharmacy giants, with a digital platform that aims to make it easier, faster and cheaper for people to get their prescriptions.\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of UnitedHealth Group Inc. slid 0.27% to $488.76 Thursday, on what proved to be an all-around poor trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Top Research Reports for UnitedHealth Group, Merck & Texas Instruments\n",
      "[Summary]: Today's Research Daily features new research reports on 16 major stocks, including UnitedHealth Group Incorporated (UNH), Merck & Co., Inc. (MRK) and Texas Instruments Incorporated (TXN).\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 20 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 20 with better than 10% short-term upside, ETF updates and two Dow 30 Picks. Click here to read what investors need to know.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, UNH's stock price decreased from 487.32 to 475.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: May MDA Breakout Stocks/ETFs Week 20 - 2023: High-Frequency Gainers To Give You An Edge\n",
      "[Summary]: Two new Breakout Stocks for Week 20 with better than 10% short-term upside, ETF updates and two Dow 30 Picks. Click here to read what investors need to know.\n",
      "\n",
      "[Headline]: UnitedHealth Group Insiders Sell US$23m Of Stock, Possibly Signalling Caution \\\n",
      "[Summary]: Over the past year, many UnitedHealth Group Incorporated ( NYSE:UNH ) insiders sold a significant stake in the company...\n",
      "\n",
      "[Headline]: Dow falls 109 points on losses for Procter & Gamble, UnitedHealth shares\n",
      "[Summary]: Behind declines for shares of Procter & Gamble and UnitedHealth, the Dow Jones Industrial Average is trading down Thursday morning. The Dow was most recently...\n",
      "\n",
      "[Headline]: Dow Jones Today: Intel Pushes Index Higher\n",
      "[Summary]: The Dow Jones Industrial Average rallied to finish higher by 0.3%, or 115 points, after earlier falling almost 150 points in intraday trading, fueled partly by optimism that U.S. lawmakers will resolve the debt ceiling standoff.  The Dow climbed for the second straight day after House Speaker Kevin McCarthy told reporters that the House of Representatives could consider legislation to extend the U.S. debt limit as early as next week, saying negotiations were in a “better place.”  The Nasdaq moved up 1.5% to reach a 52-week high, while the S&P 500 also moved higher.\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock outperforms market despite losses on the day\n",
      "[Summary]: Shares of UnitedHealth Group Inc. shed 0.09% to $478.82 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P...\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, UNH's stock price increased from 475.01 to 477.69. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock outperforms market on strong trading day\n",
      "[Summary]: Shares of UnitedHealth Group Inc. inched 0.38% higher to $480.62 Monday, on what proved to be an all-around mixed trading session for the stock market, with...\n",
      "\n",
      "[Headline]: Column: This company made billions by surprise-billing helpless ER patients. Then justice arrived\n",
      "[Summary]: Medical staffing firm Envision built a business on surprising ER patients with out-of-network doctors they couldn't avoid. Then Congress outlawed its business model — sending it into bankruptcy.\n",
      "\n",
      "[Headline]: MGV ETF: Attractive Valuation, Average Performance\n",
      "[Summary]: Vanguard Mega Cap Value Index Fund ETF Shares holds large-cap stocks using 5 metrics. Heaviest sectors: healthcare; financials. Click to read our MGV review.\n",
      "\n",
      "[Headline]: UnitedHealth Group Inc. stock rises Friday, still underperforms market\n",
      "[Summary]: Shares of UnitedHealth Group Inc. inched 0.80% higher to $481.52 Friday, on what proved to be an all-around great trading session for the stock market, with...\n",
      "\n",
      "[Headline]: 15 Best Blue Chip Stocks To Buy According to Hedge Funds\n",
      "[Summary]: In this article, we will take a look at the 15 best blue chip stocks to buy according to hedge funds. To see more such companies, go directly to 5 Best Blue Chip Stocks To Buy According to Hedge Funds. The stock market turmoil caused by rising inflation and the Federal Reserve’s hawkish policies didn’t […]\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for UNH. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the UNH stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. UnitedHealth Group Inc. continues to outperform the market, as evidenced by the increase in its stock price from 487.32 to 477.69 in the week from 2023-05-21 to 2023-05-28.\n",
      "2. The company's strong trading performance in the midst of a difficult market suggests that it is resilient and can weather the economic storms.\n",
      "3. The company's market capitalization is large, which indicates that it has a significant presence in the healthcare sector and a strong financial position.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has decreased from 490.35 to 475.01 in the week from 2023-05-07 to 2023-05-14. This could be a concern for investors who may be looking to buy the stock.\n",
      "2. There have been reports of insider selling, which could indicate that the company's management may not have confidence in the stock's future performance.\n",
      "3. The company's stock has underperformed the market in some instances, indicating that it may be struggling to keep up with the market's overall performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: While UnitedHealth Group Inc. has shown resilience in the face of a difficult market and has outperformed the market in some instances, the company's stock price has been trending downwards in recent weeks. The potential concerns, including insider selling and the company's underperformance in the market, may indicate that the company's stock is not as strong as it seems.\n",
      "\n",
      "Therefore, I predict that the company's stock price may decrease by 1-2% in the upcoming week, from 2023-05-28 to 2023-06-04. This is because the market may be taking into account the potential risks associated with the company's stock, such as the insider selling and the company's underperformance. However, it is important to note that this prediction is based on a short-term analysis and the stock market can be unpredictable in the long term.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. UNH's shares have outperformed the market on multiple occasions, demonstrating resilience and a trend of upward movement.\n",
      "2. As featured in the top research reports, UnitedHealth Group is receiving positive attention from analysts, a fact that could give more confidence to investors.\n",
      "3. Encouragingly, the company is seen as a good buy according to hedge funds, which indicates strong confidence in its long-term growth prospects.\n",
      "4. Notably, the company has made it to several lists of top stocks to buy as it continues to deliver growth despite market uncertainty.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There's growing concern over regulation regarding high drug costs, which may negatively impact its bottom line if significant changes are imposed.\n",
      "2. The emergence of digital pharmacies like Alto Pharmacy poses a potential threat to the conventional healthcare business of UNH.\n",
      "3. Insider selling at UnitedHealth raises concerns about the company's forward outlook, as that generally signals caution or lack of confidence in future performance.\n",
      "4. The company's stock experienced a significant decline within a week, which may suggest loss of market confidence or a temporary correction phase.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite the positive developments, the potential concerns carry considerable weight. Regulatory changes targeting drug prices and a transition towards digital platforms in the healthcare sector pose sizable hurdles for UnitedHealth. Moreover, internal concerns reflected in significant insider selling could tarnish investor confidence. \n",
      "\n",
      "While UNH seems to have held its ground well during grim market conditions, the broad trend is slightly bearish due to persistent political and market uncertainties. Therefore, it could be predicted that the stock may witness a slight decline in the range of 0-1% in the upcoming week, reflecting a cautious approach by investors.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Salesforce Inc is a leading entity in the Technology sector. Incorporated and publicly traded since 2004-06-23, the company has established its reputation as one of the key players in the market. As of today, Salesforce Inc has a market capitalization of 198404.43 in USD, with 973.00 shares outstanding.\n",
      "\n",
      "Salesforce Inc operates primarily in the US, trading under the ticker CRM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, CRM's stock price decreased from 198.37 to 197.59. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Top Stock Picks for Week of May 1, 2023\n",
      "[Summary]: Two Technology Stocks to Consider.\n",
      "\n",
      "[Headline]: Onfido Launches Identity Verification Service for Salesforce Financial Services Cloud\n",
      "[Summary]: SAN FRANCISCO, May 02, 2023--Onfido, the leading global provider of automated digital identity verification and authentication announced that its award-winning Real Identity Platform services are now available for Salesforce [NYSE: CRM] Financial Services Cloud customers. Watch a demo here.\n",
      "\n",
      "[Headline]: Tracking Ken Fisher's Fisher Asset Management Portfolio - Q1 2023 Update\n",
      "[Summary]: Fisher’s 13F portfolio value increased from ~$148B to ~$165B in Q1 2023. Read more to see the portfolio's full Q1 2023 update.\n",
      "\n",
      "[Headline]: Slack's getting an A.I. chatbot that can summarize messages, take notes and more\n",
      "[Summary]: Slack plans to offer chatbot tech in a new way: in-app tools that allow users to shorten and adjust message tone, summarize missed messages and more.\n",
      "\n",
      "[Headline]: Microsoft offers to charge for Teams to address EU antitrust concerns\n",
      "[Summary]: (This May 4 story has been refiled to say that only Slack's complaint refers to Microsoft's Teams product, not other complaints, in paragraph 5)\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, CRM's stock price increased from 197.59 to 201.81. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: More than 191,000 tech-sector employees have lost their jobs since the start of 2023\n",
      "[Summary]: LinkedIn is the latest tech company to announce layoffs.\n",
      "\n",
      "[Headline]: Dow down 275 points on losses for shares of Walt Disney, Salesforce\n",
      "[Summary]: The Dow Jones Industrial Average is falling Thursday morning with shares of Walt Disney and Salesforce facing the biggest setback for the index. Shares of...\n",
      "\n",
      "[Headline]: Nike, Salesforce share losses contribute to Dow's nearly 100-point fall\n",
      "[Summary]: The Dow Jones Industrial Average is trading down Friday morning with shares of Nike and Salesforce facing the biggest declines for the price-weighted...\n",
      "\n",
      "[Headline]: Salesforce Inc. stock underperforms Friday when compared to competitors\n",
      "[Summary]: Shares of Salesforce Inc. slid 0.82% to $201.81 Friday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: How To Build A Dividend Portfolio With $25,000 Among May's Top 30 Stocks\n",
      "[Summary]: An investment strategy that combines dividend income with dividend growth, brings several benefits for dividend income investors. Click here to read more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, CRM's stock price increased from 201.81 to 210.36. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Billionaire Ken Fisher’s Top 10 Stock Picks\n",
      "[Summary]: In this article, we will take a look at billionaire Ken Fisher’s top 10 stock picks. If you want to see more stocks in this selection, go to Billionaire Ken Fisher’s Top 5 Stock Picks. Ken Fisher, the founder and co-chief investment officer of Fisher Asset Management, is widely known for his contributions to various financial […]\n",
      "\n",
      "[Headline]: Dow Jones Leader Salesforce, Chip Giant AMD Lead 4 Stocks In Or Near Buy Zones\n",
      "[Summary]: Dow Jones stock leader Salesforce and chip giant Advanced Micro Devices are in new buy zones in today's stock market.\n",
      "\n",
      "[Headline]: Investors Heavily Search Salesforce Inc. (CRM): Here is What You Need to Know\n",
      "[Summary]: Salesforce.com (CRM) has received quite a bit of attention from Zacks.com users lately. Therefore, it is wise to be aware of the facts that can impact the stock's prospects.\n",
      "\n",
      "[Headline]: Salesforce Inc. stock outperforms competitors on strong trading day\n",
      "[Summary]: Shares of Salesforce Inc. rallied 2.36% to $209.38 Wednesday, on what proved to be an all-around favorable trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Fmr. Salesforce Co-CEO Keith Block says private company CEO's are looking for guidance right now\n",
      "[Summary]: Fmr. Salesforce Co-CEO and Smith Point Capital CEO Keith Block joins 'Closing Bell Overtime' to discuss Smith Point Capital's recent partnership with ServiceNow, the state of the investing space, and more.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for CRM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CRM stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Salesforce Inc has been highlighted as one of the top stock picks for week of May 1st, indicating positive investor sentiment.\n",
      "2. The company has been expanding its services, with the launch of Onfido's Identity Verification Service for Salesforce Financial Services Cloud, which could increase the company's market share.\n",
      "3. Salesforce Inc has been recognized as a Dow Jones stock leader, which could indicate a strong performance in the stock market.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The technology sector has been facing a downturn, which could impact the stock price of Salesforce Inc.\n",
      "2. The company has been facing layoffs and job losses in the tech sector, which could affect the company's workforce and productivity.\n",
      "3. The company has been facing increased competition from other companies in the sector, which could affect its market share and profitability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the potential concerns, the positive developments suggest that Salesforce Inc is still a strong player in the technology sector. The company's expansion into new services and recognition as a Dow Jones leader indicate a strong growth trajectory. Additionally, the positive investor sentiment and recognition as a top stock pick suggest that the company's stock could be undervalued at present.\n",
      "\n",
      "However, the broader economic trends and the company's exposure to the technology sector may pose risks to the stock price. The ongoing layoffs and job losses in the tech sector could potentially impact Salesforce Inc's workforce and productivity, and the increased competition in the sector could affect its market share.\n",
      "\n",
      "Overall, while there are potential concerns, the positive developments suggest that the stock price of Salesforce Inc could still see a slight increase in the upcoming week. However, the market is highly volatile, and any unexpected events could impact the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Salesforce's collaborative platform Slack's decision to incorporate an AI chatbot, a significant technology upgrade, that can potentially enhance user experience and increase customer attraction/retention.\n",
      "2. The integration of Onfido’s Real Identity Platform services with Salesforce's financial services cloud, which adds value to their service offerings in the financial sector by optimizing identity verification processes.\n",
      "3. High-interest levels from investors, as demonstrated by significant attention from Zacks.com users, indicating strong market sentiment towards Salesforce. \n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The significant layoffs in the tech-sector could adversely affect Salesforce due to potential talent attrition as well as affect industry sentiment.\n",
      "2. Salesforce's performance has been underperforming competitors in recent times, as indicated by trading indices and relative price movements.\n",
      "3. Notable losses for Salesforce shares have been seen, particularly reflected in the Dow Jones Industrial Average which brings up some investment caution.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Although there have been concerns about recent job losses in the tech industry and Salesforce's underperformance compared to its competitors, Salesforce remains a relevant and compelling player in the industry. Continued interest from investors, as observed from the attention of Zacks.com users, alongside positive enhancements to their product offerings like AI chatbots in Slack and the integration of Onfido’s services, demonstrate renewed opportunities for growth and innovation. \n",
      "\n",
      "The stock’s recent climb, increasing from 201.81 to 210.36, combined with strong market sentiment and steady innovation, shows that Salesforce has good potential for continued growth. Taking all these factors into consideration, it can be reasonably predicted that the stock price of CRM might see a modest increase of around 2-3% in the upcoming week.\n",
      "\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Salesforce Inc is a leading entity in the Technology sector. Incorporated and publicly traded since 2004-06-23, the company has established its reputation as one of the key players in the market. As of today, Salesforce Inc has a market capitalization of 198404.43 in USD, with 973.00 shares outstanding.\n",
      "\n",
      "Salesforce Inc operates primarily in the US, trading under the ticker CRM on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Technology space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, CRM's stock price increased from 210.36 to 215.44. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Ex-OpenAI execs raise $450 million for Anthropic, a rival A.I. venture backed by Google\n",
      "[Summary]: Anthropic, an OpenAI rival, announced $450 million in new funding, the second-largest financing round this year for an artificial intelligence startup.\n",
      "\n",
      "[Headline]: Wall Street Bulls Look Optimistic About Salesforce.com (CRM): Should You Buy?\n",
      "[Summary]: The average brokerage recommendation (ABR) for Salesforce.com (CRM) is equivalent to a Buy. The overly optimistic recommendations of Wall Street analysts make the effectiveness of this highly sought-after metric questionable. So, is it worth buying the stock?\n",
      "\n",
      "[Headline]: Salesforce Insiders Sell US$105m Of Stock, Possibly Signalling Caution \\\n",
      "[Summary]: In the last year, many Salesforce, Inc. ( NYSE:CRM ) insiders sold a substantial stake in the company which may have...\n",
      "\n",
      "[Headline]: How I Built A $10 Million Dividend Portfolio With 13 World-Beater Blue Chips\n",
      "[Summary]: The debt ceiling crisis and the 2023 recession have created one of the craziest markets I and many investors have ever seen. Click here for the opportunities I see.\n",
      "\n",
      "[Headline]: Stock Market Action Plan For Deadline Week: Salesforce, Broadcom Earnings, May Payrolls\n",
      "[Summary]: A short holiday week holds plenty of potential, with earnings from Salesforce and Broadcom, a debt-ceiling deadline and May payrolls.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for CRM. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the CRM stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Salesforce Inc's stock price has been steadily increasing, indicating a positive trend.\n",
      "2. Wall Street analysts have provided a buy rating for Salesforce, indicating high confidence in the company's future prospects.\n",
      "3. The company's insiders have sold a substantial stake in the company, which could potentially signal a positive outlook for the stock.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's insiders have sold a substantial stake in the company, which could potentially signal a lack of confidence in the company's future prospects.\n",
      "2. The company's stock has been volatile, with a significant increase in stock price in recent weeks. This could potentially indicate a short-term price increase rather than a long-term upward trend.\n",
      "3. The broader market conditions, including a potential recession, could negatively impact the stock market and potentially cause a decrease in Salesforce's stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Despite the positive developments, the potential concerns regarding the insider selling and the broader market conditions could potentially offset the positive trends. The company's stock price has been increasing rapidly in recent weeks, which could be a sign of a short-term price increase rather than a long-term upward trend. Furthermore, the insider selling could potentially signal a lack of confidence in the company's future prospects, which could negatively impact the stock price.\n",
      "\n",
      "Considering these factors, it is predicted that Salesforce's stock price could potentially decrease by 0-1% in the upcoming week. However, it is important to note that the stock market is inherently unpredictable, and future developments could potentially alter this prediction.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The overall sentiment from Wall Street remains positive for Salesforce(CRM), with the average brokerage recommendation equivalent to a Buy, demonstrating investor confidence.\n",
      "2. The announcement of $450 million in new funding for Anthropic, a rival A.I. venture of OpenAI backed by Google. This suggests a favourable outlook on artificial intelligence startups, which Salesforce can potentially benefit from, as they are heavily involved in this sector. \n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Salesforce insiders have reportedly sold off US$105m worth of stock. This could suggest some lack of confidence from insiders about the company's future performance. \n",
      "2. The debt ceiling crisis and the forthcoming 2023 recession warning could pose a significant threat to the stock market, including Salesforce's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite some potential challenges and the troubling news of substantial stock sell-offs by insiders, the broader market and industry outlook appears promising for Salesforce in the coming week. Notably, the optimistic stance from Wall Street analysts harnesses confidence about the company's ability to maneuver through uncertain market scenarios.\n",
      "\n",
      "Furthermore, the increased funding for artificial intelligence startups also shines a positive light on Salesforce's involvement within this innovative area. This development could boost investor confidence in the company's ability to maintain its position in the industry and augmenting the stock's performance.\n",
      "\n",
      "Considering these factors, it's plausible to expect a modest uptick in Salesforce's stock price in the range of 1-2% for the following week. This projection takes into account the potential turbulences in stock markets, undercurrents of recession uncertainties, and the insider sell-off activities. Despite these concerns, the overall sentiment still leans toward an optimistic outlook for Salesforce based on its solid positioning within the tech industry and upbeat brokerage recommendations.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Verizon Communications Inc is a leading entity in the Telecommunication sector. Incorporated and publicly traded since 1984-02-15, the company has established its reputation as one of the key players in the market. As of today, Verizon Communications Inc has a market capitalization of 148825.20 in USD, with 4204.04 shares outstanding.\n",
      "\n",
      "Verizon Communications Inc operates primarily in the US, trading under the ticker VZ on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Telecommunication space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, VZ's stock price decreased from 37.35 to 36.39. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Best High-Yield Dividend Stock to Buy: Verizon vs. AT&T\n",
      "[Summary]: Passive income investors are right to look at Verizon (NYSE: VZ) and AT&T (NYSE: T) stocks. The companies offer robust, high dividend yields. Fool.com contributor and finance professor Parkev Tatevosian answers which is the best dividend stock to buy.\n",
      "\n",
      "[Headline]: May 2023 Stock Considerations\n",
      "[Summary]: This month, I have my eye on four potential buys, but as we all know, Mr. Market can give us fresh buying opportunities at any time, and those four potential buys can become five or six.\n",
      "\n",
      "[Headline]: Verizon upgrades network for Palm Bay customers\n",
      "[Summary]: Recent upgrades lead to testing results that show Verizon’s network performance is unbeaten in Palm BayPALM BAY, Fla., May 02, 2023 (GLOBE NEWSWIRE) -- Verizon has recently made major upgrades to the network serving customers in Palm Bay, FL. These upgrades are part of a multi-year redesign of its network architecture to stay ahead of exponential data usage increases, upgrade the technology in the network, and to pave the way for personalized customer experiences. Network upgrades in Palm Bay in\n",
      "\n",
      "[Headline]: Verizon announces new +play savings from streaming, gaming and lifestyle brands\n",
      "[Summary]: For a limited time and exclusively for Verizon customers, get savings on Netflix, Snapchat+, MasterClass, Hallmark and moreNEW YORK, May 02, 2023 (GLOBE NEWSWIRE) -- Whether you’re streaming the latest talked-about series, sharing content with your friends or on a personal wellness journey, Verizon has you covered with new offers available to customers on +play.* Throughout the month of May, take advantage of savings on the subscriptions you love on +play, which are available for a limited time\n",
      "\n",
      "[Headline]: Verizon Communications Inc. stock outperforms market on strong trading day\n",
      "[Summary]: Shares of Verizon Communications Inc. inched 0.82% higher to $37.98 Wednesday, on what proved to be an all-around dismal trading session for the stock...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, VZ's stock price decreased from 36.39 to 36.16. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Verizon Communications Inc. stock falls Tuesday, underperforms market\n",
      "[Summary]: Shares of Verizon Communications Inc. slipped 0.69% to $37.57 Tuesday, on what proved to be an all-around poor trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: Q1 2023 Casa Systems Inc Earnings Call\n",
      "[Summary]: Q1 2023 Casa Systems Inc Earnings Call\n",
      "\n",
      "[Headline]: Unfold the future with the new Pixel Fold and Pixel 7a on Verizon 5G Ultra Wideband\n",
      "[Summary]: Get the new Google Pixel 7a. For free. With select 5G Unlimited plans1 MOUNTAIN VIEW, Calif., May 10, 2023 (GLOBE NEWSWIRE) -- The news: Google Pixel 7a is coming to Verizon and it brought along a new friend — the Pixel Fold, which completely reimagines the Pixel for a new generation. Starting right now, Verizon is offering the brand new Pixel 7a in Sea, Charcoal and Snow colors for $15.27 a month for 36 months (0% APR; $549.99 retail), featuring everything you love about Pixel in an affordable\n",
      "\n",
      "[Headline]: Verizon Communications Inc. stock underperforms Thursday when compared to competitors\n",
      "[Summary]: Shares of Verizon Communications Inc. slumped 0.08% to $37.60 Thursday, on what proved to be an all-around grim trading session for the stock market, with...\n",
      "\n",
      "[Headline]: The Retiree's Dividend Portfolio, Jane's April Update: Risk-Free Rates Are Looking Very Attractive\n",
      "[Summary]: Jane's retirement accounts generated a total of $2,575.73 of dividend income for April 2023 vs. $2,205.33 of dividend income for April 2022. Click here to read more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, VZ's stock price decreased from 36.16 to 34.68. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Verizon to speak at SVB MoffettNathanson TMT Conference May 16\n",
      "[Summary]: NEW YORK, May 15, 2023 (GLOBE NEWSWIRE) -- Sowmyanarayan Sampath, executive vice president for Verizon (NYSE, Nasdaq: VZ), and CEO for Verizon Consumer, is scheduled to speak at the inaugural SVB MoffettNathanson Technology, Media, and Telecom Conference on Tuesday, May 16, at 8:00 a.m. ET. His remarks will be webcast, with access instructions available on Verizon’s Investor Relations website, www.verizon.com/about/investors. Verizon Communications Inc. (NYSE, Nasdaq: VZ) was formed on June 30,\n",
      "\n",
      "[Headline]: Verizon continues to upgrade Philadelphia's best network\n",
      "[Summary]: Recent upgrades lead to testing results that show Verizon customers have the best network experience in PhiladelphiaPHILADELPHIA, May 17, 2023 (GLOBE NEWSWIRE) -- Verizon has recently made major upgrades to the network serving customers in the Philadelphia metro area. These upgrades are part of a multi-year redesign of its network architecture to stay ahead of exponential data usage increases, upgrade the technology in the network, and to pave the way for personalized customer experiences. Netwo\n",
      "\n",
      "[Headline]: Verizon lights up 5G Ultra Wideband across Pennsylvania\n",
      "[Summary]: Customers across Pennsylvania benefit from new high-performance 5G technology with higher speeds, greater capacity and exceptional network reliabilityALTOONA, Pa., May 17, 2023 (GLOBE NEWSWIRE) -- Residents across Pennsylvania now have access to higher speeds and greater capacity from Verizon’s award-winning 5G Ultra Wideband network. Verizon’s 5G Ultra Wideband brings power and performance comparable to a wired broadband internet connection to customers’ pockets. Verizon has recently introduced\n",
      "\n",
      "[Headline]: Apple Thwarts $2B In Fraud Transactions, UBS Takes $17B Hit From 'Hasty Credit Suisse Takeover,' Verizon Streamlines Unlimited Data Plans: Today's Top Stories\n",
      "[Summary]: Benzinga Apple Thwarts $2B In Fraud Transactions — But Third-Party App Store Debate Rages On On Tuesday, Apple announced that its App Store thwarted potential fraudulent transactions amounting to over $2 billion in 2022, alongside rejecting approximately 1.7 million app submissions for failing to meet the privacy and security standards of the app marketplace. The company underscored that it safeguarded users from almost 57,000 questionable apps from unofficial stores lacking the same inherent pr\n",
      "\n",
      "[Headline]: 5 High Yield Stocks With Steady Dividend Growth And An Attractive Valuation\n",
      "[Summary]: I consider companies that combine a relatively high Dividend Yield and Dividend Growth Rate to be particularly attractive for dividend income investors. Read more here.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for VZ. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the VZ stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Verizon's stock has been upgraded by various financial institutions, indicating a strong investor confidence in the company.\n",
      "2. The company has recently announced new offers available to customers on its +play platform, which could potentially increase its customer base and boost revenue.\n",
      "3. The company has been upgrading its network in several areas, including Philadelphia and Pennsylvania, which could lead to improved customer experience and increased data usage.\n",
      "4. Verizon has been actively engaging in various conferences and events, such as the SVB MoffettNathanson TMT Conference, indicating a strong commitment to investor relations and networking.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Despite the positive developments, the company's stock price has been experiencing a downward trend in recent weeks, which could be a cause for concern for investors.\n",
      "2. The company's Q1 2023 earnings report was not as strong as expected, which could impact its financial performance and potentially lead to a decrease in stock price.\n",
      "3. The company has been facing intense competition from other telecommunication companies, which could lead to a loss of market share and revenue.\n",
      "4. The recent news of Apple thwarting potential fraudulent transactions in its App Store could impact Verizon's revenue and profitability, as the company has a significant presence in the app market.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Despite the positive developments, the potential concerns for Verizon are more significant in the current market. The downward trend in the stock price in recent weeks, the weak Q1 2023 earnings report, and the intense competition from other telecommunication companies could all contribute to a decrease in the stock price. Moreover, the recent news of Apple's efforts to prevent fraudulent transactions in its App Store could impact Verizon's revenue and profitability.\n",
      "\n",
      "In light of these factors, it is predicted that Verizon's stock price could decrease by around 2-3% in the upcoming week (2023-05-21 to 2023-05-28). However, it's important to note that the stock market is inherently volatile, and these predictions are not set in stone. The company's strong investor confidence and ongoing efforts to improve its network and customer experience could potentially offset some of these concerns and lead to a more stable stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Verizon has made major upgrades to its network in Palm Bay and Philadelphia, which can enhance customer experience and drive growth.\n",
      "2. Exclusively for its customers, Verizon has announced new offers on Netflix, Snapchat+, MasterClass, and more that can increase customer satisfaction and retention.\n",
      "3. Verizon has launched the Google Pixel 7a and Pixel Fold phones, enabling customers to enjoy the advanced 5G Ultra Wideband technology, which may drive sales.\n",
      "4. The company continues to offer robust and high dividend yields, which could attract income-focused investors.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Many high-yield dividend stocks like Verizon also have concerningly high payout ratios that could indicate the company isn't reinvesting enough in future growth.\n",
      "2. The company's share price has been in a downward trend for three consecutive weeks, which may continue.\n",
      "3. In an increasingly competitive market, Verizon's failure to distinguish itself from competitors might lead to an exodus of customers.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Despite achieving some positive developments like system upgrades and strategic partnerships, Verizon has exhibited a noticeable downtrend in its stock price over the past few weeks. This sustained decreasing pattern may result from concerns about its sustainable growth due to the high dividend payout ratio and increased competition. The impending threat of customer migration to competitors due to the lack of differentiation in service may further affect growth. Thus, considering these factors, I predict that Verizon's stock price might go down by another 2-3% in the next week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Verizon Communications Inc is a leading entity in the Telecommunication sector. Incorporated and publicly traded since 1984-02-15, the company has established its reputation as one of the key players in the market. As of today, Verizon Communications Inc has a market capitalization of 148825.20 in USD, with 4204.04 shares outstanding.\n",
      "\n",
      "Verizon Communications Inc operates primarily in the US, trading under the ticker VZ on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Telecommunication space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, VZ's stock price decreased from 34.68 to 33.67. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Is T-Mobile A Buy Amid Deutsche Telekom, Softbank Share Issue?\n",
      "[Summary]: T-Mobile holds an edge in 5G wireless spectrum but will its market share gains vs. rivals continue? A big stock buyback is underway.\n",
      "\n",
      "[Headline]: Verizon Communications Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Verizon Communications Inc. shed 0.25% to $35.96 Monday, on what proved to be an all-around mixed trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: Verizon continues to upgrade McAllen's best network\n",
      "[Summary]: Recent upgrades lead to testing results that show Verizon customers have the best network experience in McAllenMCALLEN, Texas, May 23, 2023 (GLOBE NEWSWIRE) -- Verizon has recently made major upgrades to the network serving customers in McAllen, TX. These upgrades are part of a multi-year redesign of its network architecture to stay ahead of exponential data usage increases, upgrade the technology in the network, and to pave the way for personalized customer experiences. Network upgrades in McAl\n",
      "\n",
      "[Headline]: American Tower Corporation: Growing And Well Priced\n",
      "[Summary]: American Tower Corporation is a major cell tower REIT with a global exposure. Click here to read my most recent analysis of AMT stock.\n",
      "\n",
      "[Headline]: VR: Explaining the metaverse and its real-world applications\n",
      "[Summary]: HTC Americas President Daniel O'Brien joins Yahoo Finance Live to discuss the concept of Vive offering VR training for real-world workplace scenarios and the value of the metaverse.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for VZ. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the VZ stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Verizon Communications Inc. has upgraded its network in McAllen, Texas, which is part of a multi-year redesign of its network architecture to stay ahead of exponential data usage increases, upgrade the technology in the network, and to pave the way for personalized customer experiences.\n",
      "2. American Tower Corporation, a major cell tower REIT with global exposure, is perceived as well-priced and growing.\n",
      "3. The company is exploring the concept of VR training for real-world workplace scenarios, which could potentially increase the company's revenue and market share.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been underperforming in the market.\n",
      "2. There is a potential concern about the company's market share gains vs. rivals, which may be impacted by the ongoing competition in the telecommunications industry.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite some concerns, Verizon Communications Inc. has shown positive developments, particularly in the upgrade of its network in McAllen, Texas. This upgrade could potentially lead to better customer experiences and increased revenue. Additionally, the company's exploration of VR training could be a strategic move to expand its market share and revenue.\n",
      "\n",
      "However, the company's underperformance in the market and the potential competition in the telecommunications industry are factors that could negatively impact the stock price. Nevertheless, considering the company's recent upgrades and strategic moves, I predict that the stock price will increase by 2-3% in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Verizon has recently made major upgrades to its network architecture to adapt the increasing data usage trend and advancing technology. An upgraded network could provide a superior customer experience, which may lead to user growth and improved customer retention.\n",
      "2. The company's innovative ventures into VR technologies show its forward-thinking approach in exploring emerging markets which could be a potential driver of future growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock recently experienced a relative underperformance in the market. If this continues, investor confidence may take a hit.\n",
      "2. Verizon is facing stiff competition within the Telecommunication sector, particularly from T-Mobile, which is boasting an edge in 5G wireless spectrum market share. An increase in T-Mobile market presence might adversely affect Verizon's market share.\n",
      "3. Even though Verizon is investing in VR technologies, the applications and profitability of the metaverse are still largely unproven, meaning there is considerable risk involved.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: The downward trend in Verizon's stock price for the week ending 2023-05-28, coupled with the market's mixed trading session, suggest a cautious sentiment among investors. This, together with increasing competition in the sector, might inhibit any significant positive price movement in the upcoming week. Therefore, a small decline of 0-1% in stock price over the next week from 2023-05-28 to 2023-06-04 seems plausible. However, recent network upgrades and innovative ventures into emerging markets might still position the company well for long-term growth.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Visa Inc is a leading entity in the Financial Services sector. Incorporated and publicly traded since 2008-03-25, the company has established its reputation as one of the key players in the market. As of today, Visa Inc has a market capitalization of 485841.13 in USD, with 2035.36 shares outstanding.\n",
      "\n",
      "Visa Inc operates primarily in the US, trading under the ticker V on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, V's stock price increased from 230.89 to 230.95. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 3 No-Brainer Warren Buffett Stocks to Buy Right Now\n",
      "[Summary]: Warren Buffett is a name that's synonymous with investing success.  Through his company, Berkshire Hathaway, he's managed to amass a fortune in the stock market rivaled by very few in history.  Many Berkshire Hathaway shareholders have also gotten rich along the way.\n",
      "\n",
      "[Headline]: Best Stock to Buy: SoFi Technologies vs. Visa\n",
      "[Summary]: SoFi Technologies (NASDAQ: SOFI) is experiencing more skepticism from investors as banking turmoil remains elevated. Meanwhile, Visa (NYSE: V) is catching a tailwind from persistent inflation and a strong consumer.\n",
      "\n",
      "[Headline]: Visa Inc. Cl A stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Visa Inc. Cl A slid 0.85% to $231.27 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: 3 Long-Term Growth Stock Gems Ready to Take Off\n",
      "[Summary]: Finding long-term growth stocks to buy and hold is becoming more and more difficult. Indeed, the growth rates of most companies have been negatively impacted by inflation and surging interest rates. As valuation multiples decline, so too does investor confidence in this space. That said, there are some long-term growth stocks to buy and hold that are exhibiting indications of revival, kicking off to a much-improved start in 2023 following a dismal year in 2022. This resurgence is largely attribu\n",
      "\n",
      "[Headline]: Insiders At Visa Sold US$24m In Stock, Alluding To Potential Weakness \\\n",
      "[Summary]: Over the past year, many Visa Inc. ( NYSE:V ) insiders sold a significant stake in the company which may have piqued...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, V's stock price increased from 230.95 to 232.87. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Insiders At Visa Sold US$24m In Stock, Alluding To Potential Weakness \\\n",
      "[Summary]: Over the past year, many Visa Inc. ( NYSE:V ) insiders sold a significant stake in the company which may have piqued...\n",
      "\n",
      "[Headline]: 5 Stocks to Buy Before They Become the Next Trillion-Dollar Companies\n",
      "[Summary]: This article is an excerpt from the InvestorPlace Digest newsletter. To get news like this delivered straight to your inbox, click here. We’ve recently seen a surge of interest in finding the next trillion-dollar company. Perhaps it’s the recent successes of current trillion-dollar companies. Microsoft (NASDAQ:MSFT) has risen 28% this year, while Apple (NASDAQ:AAPL) has surged 37%. Or maybe the thought of missing out on a summer rally is becoming too great to ignore. Will any stock be able to ri\n",
      "\n",
      "[Headline]: Billionaire Ken Fisher’s Top 15 Dividend Stock Picks\n",
      "[Summary]: In this article, we discuss billionaire Ken Fisher’s top 15 dividend stock picks. You can skip our detailed analysis of Fisher’s hedge fund and his investment philosophy, and go directly to read Billionaire Ken Fisher’s Top 5 Dividend Stock Picks. Ken Fisher’s Fisher Asset Management is one of the most prominent hedge funds in America. […]\n",
      "\n",
      "[Headline]: Billionaire Ray Dalio’s Top 12 Dividend Stock Picks\n",
      "[Summary]: In this article, we will take a look at billionaire Ray Dalio’s top 12 stock picks. You can skip our detailed analysis of Ray Dalio’s hedge fund and recent developments, and go directly to read Billionaire Ray Dalio’s Top 5 Dividend Stock Picks. Ray Dalio founded Bridgewater Associates in 1975. Today, it is one of […]\n",
      "\n",
      "[Headline]: Sometimes, Investing Isn't Exciting - April Dividend Income Report\n",
      "[Summary]: Each month and each quarter doesn’t necessarily bring a comparable level of excitement. The best thing to do with your portfolio is often not to do anything.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for V. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the V stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Visa Inc. is considered a long-term growth stock, with potential for significant returns, as highlighted by articles such as \"5 Stocks to Buy Before They Become the Next Trillion-Dollar Companies.\"\n",
      "2. Visa Inc. is one of the key players in the Financial Services sector, a market with significant potential for growth.\n",
      "3. The company has seen a consistent increase in its stock price over the past weeks, indicating investor confidence and interest in the company.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Insider selling at Visa Inc. may indicate potential weaknesses or instability within the company.\n",
      "2. The company's stock price has underperformed the market, which may suggest potential weakness in the company's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: While Visa Inc. has seen positive developments in the form of recognition as a long-term growth stock and its consistent increase in stock price, the potential concerns surrounding the company's insider selling and underperformance in the market may indicate potential weaknesses in the company's performance. This, combined with the overall market volatility, could lead to a slight decrease in the company's stock price over the upcoming week. However, it's important to note that these are just short-term concerns and the long-term potential for growth remains strong. Therefore, a slight decrease in stock price is predicted for the upcoming week, but the company's overall prospects remain positive.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "\n",
      "1. Visa has been listed in several articles as a top stock pick by famous investors like Warren Buffett, Ken Fisher, and Ray Dalio. Its recognition as a robust long-term growth stock suggests strong investor confidence.\n",
      "2. According to one of the articles, Visa is catching tailwind from persistent inflation and a strong consumer, which could be seen as a positive market condition for Visa.\n",
      "\n",
      "[Potential Concerns]:\n",
      "\n",
      "1. There are reports of insiders at Visa Inc. selling significant stakes in the company, a move which might suggest a potential weakness and lack of confidence in the company's short term prospects. \n",
      "2. One of the articles suggests a comparison between Visa and a newer player, SoFi Technologies. This could imply that Visa may face increased competition, which might affect its market performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Moving forward, it’s clear that Visa’s stock faces a dichotomy. On one hand, market analysts herald Visa as a smart investment pick because of its established dominance in the financial sector. On the other hand, potential internal uncertainty, as indicated by insider stock sales, and external challenges from contenders like SoFi Technologies, could pose substantial threats.\n",
      "\n",
      "Considering the above, it's predicted that Visa's stock price may see a slight downward trend of around 3-4% for the week of 2023-05-21 to 2023-05-28. The insider sales and the increased competition in the financial services space are significant concerns and might overshadow current positive sentiment in the short term. Nonetheless, it's important to note that this does not negate Visa's overall long-term potential.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Visa Inc is a leading entity in the Financial Services sector. Incorporated and publicly traded since 2008-03-25, the company has established its reputation as one of the key players in the market. As of today, Visa Inc has a market capitalization of 485841.13 in USD, with 2035.36 shares outstanding.\n",
      "\n",
      "Visa Inc operates primarily in the US, trading under the ticker V on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Financial Services space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, V's stock price increased from 230.89 to 230.95. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Visa Stock Offers Potential 17% Return For Bullish Option Traders\n",
      "[Summary]: Selling this spread would generate roughly $75 in premium which would be a 17% return in just over one month.\n",
      "\n",
      "[Headline]: If I Could Only Buy 2 Dividend Growth Companies In May 2023\n",
      "[Summary]: BLK and V have shown high Dividend Growth Rates over recent years, and I expect them both to continue their growth story. Click here to read more.\n",
      "\n",
      "[Headline]: Dividend Growth 50: Adieu, And Thanks For The Lessons Learned\n",
      "[Summary]: After 8 1/2 years, I've dropped the curtain on the real-money DG50 project. Read more to see 3 of my biggest lessons while managing the portfolio.\n",
      "\n",
      "[Headline]: Visa Inc. Cl A stock falls Wednesday, underperforms market\n",
      "[Summary]: Shares of Visa Inc. Cl A slid 0.85% to $231.27 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Insiders At Visa Sold US$24m In Stock, Alluding To Potential Weakness \\\n",
      "[Summary]: Over the past year, many Visa Inc. ( NYSE:V ) insiders sold a significant stake in the company which may have piqued...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, V's stock price increased from 230.95 to 232.87. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Visa Inc. (V) Is a Trending Stock: Facts to Know Before Betting on It\n",
      "[Summary]: Visa (V) has been one of the stocks most watched by Zacks.com users lately. So, it is worth exploring what lies ahead for the stock.\n",
      "\n",
      "[Headline]: Tracking Warren Buffett's Berkshire Hathaway Portfolio - Q1 2023 Update\n",
      "[Summary]: Berkshire Hathaway's 13F stock portfolio value increased from ~$299B to ~$325B. Click here to read more about the company's holdings and trades for Q1 2023.\n",
      "\n",
      "[Headline]: 5 Financial Transaction Stocks to Watch as Digitization Gains Pace\n",
      "[Summary]: Ongoing digitization, an active M&A strategy and optimism surrounding cross-border travel might drive the Financial Transaction Services space. Stocks like V, MA, FISV, FLT and WEX are poised to benefit from the favorable industry trends.\n",
      "\n",
      "[Headline]: Visa Inc. Cl A stock rises Thursday, still underperforms market\n",
      "[Summary]: Shares of Visa Inc. Cl A inched 0.41% higher to $233.60 Thursday, on what proved to be an all-around great trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Zacks Industry Outlook Highlights Visa, Mastercard, Fiserv, FLEETCOR Technologies and WEX\n",
      "[Summary]: Visa, Mastercard, Fiserv, FLEETCOR Technologies and WEX are part of the Zacks Industry Outlook article.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, V's stock price decreased from 232.87 to 224.59. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dividend Growth Investing Like Warren Buffett\n",
      "[Summary]: 3 of Buffett's core investing principles are just as applicable to dividend growth investing as they are to any kind of investing. Read more to see my thoughts.\n",
      "\n",
      "[Headline]: Visa Inc. Cl A stock underperforms Monday when compared to competitors\n",
      "[Summary]: Shares of Visa Inc. Cl A slid 0.87% to $231.28 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Tracking Akre Capital Management Portfolio - Q1 2023 Update\n",
      "[Summary]: Akre Capital Management’s 13F portfolio value increased from $11.06B to $11.37B this quarter. Click here to read the portfolio's full Q1 2023 update.\n",
      "\n",
      "[Headline]: Visa Inc. (V) Management Presents at JPMorgan Global Technology, Media, and Communications Conference (Transcript)\n",
      "[Summary]: Visa Inc. (NYSE:NYSE:V) JPMorgan Global Technology, Media, and Communications Conference Transcript May 23, 2023 10:10 AM ETExecutivesJack Forestell - Chief Product and Strategy...\n",
      "\n",
      "[Headline]: 3 Iconic Dow Stocks That Can Safely Double Your Money by 2028\n",
      "[Summary]: The Dow Jones Industrial Average is composed of 30 time-tested, multinational businesses. Three of them are capable of delivering triple-digit total returns over the next five years.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for V. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the V stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Visa's stock offers a potential 17% return for bullish option traders, indicating a strong demand for the stock.\n",
      "2. The company is part of the Zacks Industry Outlook article, which highlights its potential for growth.\n",
      "3. Visa's management presented at the JPMorgan Global Technology, Media, and Communications Conference, indicating the company's confidence in its future prospects.\n",
      "4. The company has been recognized as a trending stock by Zacks.com, suggesting that it is a stock to watch.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Insiders at Visa sold a significant stake in the company, which could indicate a lack of confidence from within the organization.\n",
      "2. The company's stock underperformed the market on several occasions, indicating a potential weakness.\n",
      "3. The company's stock price decreased from 232.87 to 224.59 from 2023-05-21 to 2023-05-28, which may indicate a potential downward trend.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Given the potential concerns, it's reasonable to expect a downward trend in Visa's stock price in the upcoming week. The insider selling and underperformance of the company in the market may lead to a decrease in investor confidence. Additionally, the company's stock price decrease over the past weeks also suggests that the stock may be experiencing a downward trend. However, it's worth noting that Visa's strong performance in the Zacks Industry Outlook and its potential for growth as a trending stock may help to offset some of these concerns.\n",
      "\n",
      "In conclusion, Visa's stock may face a short-term downward trend in the upcoming week, but it also has potential for growth in the long term. Therefore, investors should carefully weigh the potential risks and rewards before making any investment decisions.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Visa has been featured in Zacks.com as a trending stock, indicating increased investor interest and potentially positive sentiment.\n",
      "2. Digitization is gaining pace in financial transactions, which could significantly support Visa's operations being a leader in digital payments. As a key player, Visa is poised to benefit from this trend.\n",
      "3. Visa's business growth is promising as evidenced by the inclusion in Warren Buffet's Berkshire Hathaway's Q1 portfolio.\n",
      "4. Visa has shown high Dividend Growth Rates over recent years, which is a positive sign for investors seeking steady income through dividends.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There were instances where Visa's stock underperformed in the market during the past weeks. This could be a signal of potential weakness, though needs to be corroborated with more data points.\n",
      "2. Some insiders at Visa Inc. have recently sold a significant stake in the company. This may be concerning to some investors as it could indicate that those with intimate knowledge of the company's prospects are reducing their holdings.\n",
      "3. The recent decrease in stock price might reflect the market's reaction to these insider sales.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Given the recent developments and concerns, the Visa stock is more likely to experience a slight decrease in the coming week, possibly by 1-2%. This is primarily based on the insider selling activity, which could weigh on investor sentiment, leading to a contraction in the stock price. While there are certainly positive developments that highlight Visa's potential in the long term, the combination of recent underperformance in the market, coupled with the impact of insider selling could drive a modest pullback in the short term. Thus, a cautious approach seems most suitable for the upcoming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walgreens Boots Alliance Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 2014-12-31, the company has established its reputation as one of the key players in the market. As of today, Walgreens Boots Alliance Inc has a market capitalization of 17822.56 in USD, with 863.26 shares outstanding.\n",
      "\n",
      "Walgreens Boots Alliance Inc operates primarily in the US, trading under the ticker WBA on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, WBA's stock price increased from 30.06 to 30.73. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Should You Buy the 3 Highest-Paying Dividend Stocks in the Dow?\n",
      "[Summary]: Whether or not you buy the highest-yielding Dow stocks depends on how you invest. Here is a look at each of them.\n",
      "\n",
      "[Headline]: Walgreens Is Fundamentally Weak, While CVS Remains Strong\n",
      "[Summary]: Walgreens and CVS Health have overlapping and competing businesses. Click here for a breakdown of WBA vs. CVS businesses.\n",
      "\n",
      "[Headline]: Walgreens: Healthcare Might Shock This One Back To Life\n",
      "[Summary]: Walgreens has the scope necessary to achieve economies of scale and cost efficiencies to maintain its market share. Find out why WBA stock is a Buy.\n",
      "\n",
      "[Headline]: 3 Dividend Aristocrat Stocks to Buy on Sale Right Now\n",
      "[Summary]: Dividend payments can be an important source of income for investors. For retirees, dividend payments can help replace employment earnings and supplement pension income. For these reasons, many investors seek out income from stocks that pay high dividends on a consistent basis. The best dividend stocks are known as the “Dividend Aristocrats,” a select group of companies that have raised their dividend payouts for at least 25 consecutive years. Dividend Aristocrats are a rare breed. There are onl\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock outperforms competitors despite losses on the day\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. sank 0.57% to $31.28 Friday, on what proved to be an all-around rough trading session for the stock market, with the...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for WBA. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the WBA stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walgreens Boots Alliance Inc. has been identified as a 'Buy' stock by several financial analysts, indicating that the company is seen as a solid investment opportunity.\n",
      "2. The company has been outperforming its competitors, despite experiencing losses on some days.\n",
      "3. The company has been recognized as a 'Dividend Aristocrat', which means it has a track record of raising its dividend payouts consistently for at least 25 years.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock price has been fluctuating, which could indicate potential volatility in the market.\n",
      "2. The company's financial performance has been inconsistent, with no basic financials reported for the period under review.\n",
      "3. The company's business is heavily dependent on the healthcare industry, which is currently experiencing a downturn.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Despite the positive developments, the potential concerns for Walgreens Boots Alliance Inc. are more significant than the positive ones. The company's inconsistent financial performance and its heavy reliance on the healthcare industry, which is currently experiencing a downturn, may impact its stock price in the short term. Additionally, the lack of basic financials makes it difficult to accurately assess the company's financial health.\n",
      "\n",
      "Given these factors, I predict that the WBA stock price could potentially decrease by 2-3% in the coming week. However, it is important to note that this prediction is based on a short-term analysis, and the stock's long-term performance may be affected by the company's efforts to innovate and adapt to the changing market conditions.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walgreens Boots Alliance has been identified as a \"buy\" and a \"Dividend Aristocrat\" due to its consistent and high dividend payouts, which could attract income-focused investors.\n",
      "2. The company has the necessary scale and cost efficiencies for maintaining its market share, indicating robust business capabilities and potential for growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. A fundamental comparison between Walgreens and its key rival, CVS, suggests that Walgreens might be fundamentally weak, which may worry potential investors.\n",
      "2. Despite outperforming its competitors, WBA's stock did witness a fall, indicating potential volatility.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 4-5%\n",
      "Analysis: The prediction for the next week (2023-05-21 to 2023-05-28) is a downward trend, with around a 4-5% decrease expected in stock price. The anticipated drop is primarily a result of potential investors' concerns regarding the fundamental weakness of Walgreens when compared to CVS. Even though Walgreens has been able to maintain its market share due to its size and cost efficiencies, investor sentiment might be negatively impacted by the recent drop in stock price. Additionally, the lack of recent financial data might further strengthen the concerns of potential investors. However, it is also important to note that the company's status as a \"Dividend Aristocrat\" could partially cushion the decline, as it may attract income-focused investors.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walgreens Boots Alliance Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 2014-12-31, the company has established its reputation as one of the key players in the market. As of today, Walgreens Boots Alliance Inc has a market capitalization of 17822.56 in USD, with 863.26 shares outstanding.\n",
      "\n",
      "Walgreens Boots Alliance Inc operates primarily in the US, trading under the ticker WBA on the NASDAQ NMS - GLOBAL MARKET. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, WBA's stock price decreased from 34.11 to 31.13. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. slid 1.82% to $34.61 Monday, on what proved to be an all-around dismal trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: 3 Dow Stocks That Are Magnificent Buys in May\n",
      "[Summary]: The Dow Jones Industrial Average is comprised of 30 generally profitable, time-tested businesses. Three of these companies are attractively priced right now and ripe for the picking.\n",
      "\n",
      "[Headline]: Walgreens Boots, Amgen share losses lead Dow's 85-point fall\n",
      "[Summary]: Dragged down by declines for shares of Walgreens Boots and Amgen, the Dow Jones Industrial Average is falling Wednesday afternoon. The Dow was most recently...\n",
      "\n",
      "[Headline]: Dow Jones Today: Index Falls Following Rate Hike\n",
      "[Summary]: The Dow dropped 250 points with Walgreens taking the index lower after rival CVS cut its profit outlook.\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock underperforms Thursday when compared to competitors\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. shed 1.28% to $31.55 Thursday, on what proved to be an all-around rough trading session for the stock market, with...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, WBA's stock price decreased from 31.13 to 30.06. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock underperforms Monday when compared to competitors\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. slipped 1.59% to $31.66 Monday, on what proved to be an all-around mixed trading session for the stock market, with...\n",
      "\n",
      "[Headline]: The Dividend Growth Portfolio, 8 Years Later\n",
      "[Summary]: In early 2015, I bought 15 of the largest cap stocks from the dividend achievers index. The strategy was to create a more retirement-ready portfolio. Click to read.\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock underperforms Wednesday when compared to competitors despite daily gains\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. inched 0.48% higher to $31.59 Wednesday, on what proved to be an all-around mixed trading session for the stock...\n",
      "\n",
      "[Headline]: Walgreens Boots Alliance Inc. stock falls Thursday, underperforms market\n",
      "[Summary]: Shares of Walgreens Boots Alliance Inc. slid 1.33% to $31.17 Thursday, on what proved to be an all-around poor trading session for the stock market, with the...\n",
      "\n",
      "[Headline]: CVS: A High Cash Flow Yield, But A Low Return On Capital\n",
      "[Summary]: CVS is undervalued, but it faces competition, regulatory challenges, and low operating margins, resulting in mediocre returns on capital. Click here to read more.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, WBA's stock price increased from 30.06 to 30.73. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Should You Buy the 3 Highest-Paying Dividend Stocks in the Dow?\n",
      "[Summary]: Whether or not you buy the highest-yielding Dow stocks depends on how you invest. Here is a look at each of them.\n",
      "\n",
      "[Headline]: Walgreens Is Fundamentally Weak, While CVS Remains Strong\n",
      "[Summary]: Walgreens and CVS Health have overlapping and competing businesses. Click here for a breakdown of WBA vs. CVS businesses.\n",
      "\n",
      "[Headline]: Walgreens agrees to pay nearly $230 million for San Francisco opioid settlement\n",
      "[Summary]: San Francisco said on Wednesday it reached a $230 million settlement with Walgreens Boots Alliance Inc over its role in the city’s opioid epidemic.\n",
      "\n",
      "[Headline]: Is It Time to Buy the Dow Jones' 3 Worst-Performing Stocks This Year?\n",
      "[Summary]: The Dow Jones Industrial Average was the best-performing of the three major indexes in 2022, but 2023 hasn't been as kind to the blue chip index.  The regional banking crisis has hit the Dow hard, and the rebound in tech stocks has also left it lagging behind the S&P 500 and Nasdaq Composite, which have more exposure to the tech sector.  As you can see from the chart below, the Dow is actually down slightly for the year even as the other two indexes have delivered solid gains.\n",
      "\n",
      "[Headline]: Is Walgreens Boots Alliance Stock a Buy Now?\n",
      "[Summary]: Household name and dividend growth stock Walgreens Boots Alliance (NASDAQ: WBA) hasn't been good to shareholders for some time now.  Walgreens is transitioning its business beyond prescriptions and retail stores and is working through a bloated balance sheet from an acquisition spree over the past few years.  Here is where Walgreens stands and whether you should consider buying shares or wait it out.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, WBA's stock price decreased from 30.73 to 29.48. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Is Walgreens Boots Alliance Stock a Buy Now?\n",
      "[Summary]: Household name and dividend growth stock Walgreens Boots Alliance (NASDAQ: WBA) hasn't been good to shareholders for some time now.  Walgreens is transitioning its business beyond prescriptions and retail stores and is working through a bloated balance sheet from an acquisition spree over the past few years.  Here is where Walgreens stands and whether you should consider buying shares or wait it out.\n",
      "\n",
      "[Headline]: Walgreens fights 'staggering' $642 mln arbitration award to Humana\n",
      "[Summary]: National retail pharmacy giant Walgreen Co has asked a U.S. judge to vacate an arbitrator's award of more than $642 million to Humana Health Plan Inc in a drug-pricing dispute, calling the \"staggering\" sum the result of a \"miscarriage of justice.\"  Lawyers for Walgreens made their legal challenge in a filing on Friday in Washington, D.C., federal court, in a clash over prescription drug reimbursement contracts between Walgreens and Humana.\n",
      "\n",
      "[Headline]: My Dividend Stock Portfolio: New April Dividend Record - 99 Holdings With 21 Buys\n",
      "[Summary]: Markets are racing higher as earnings season turned out much better than expected. Click here to read more.\n",
      "\n",
      "[Headline]: No More Bloodshed: Walgreens Makes Peace with Consumers in Theranos Test-Tangle Saga\n",
      "[Summary]: Walgreens Boots Alliance Inc (NASDAQ: WBA) has reportedly reached a tentative settlement with consumers in Arizona and California who received blood tests from the now-defunct Theranos Inc and alleged that Walgreens Boots was aware of the fraud but turned a blind eye. Theranos was founded in 2003 by Elizabeth Holmes, then 19 years old, and raised over $700 million from venture capitalists and other investors. Theranos' fraud business strategy was built on the premise of performing blood tests wi\n",
      "\n",
      "[Headline]: Retailers Face 'Normalized' Organized Theft Escalation\n",
      "[Summary]: The amount lost to theft by retailers, known as shrinkage, is rising sharply. Organized shoplifting is hitting bottom lines and extending to the supply chain.\n",
      "\n",
      "Some recent basic financials of WBA, reported at 2023-05-31, are presented below:\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "assetTurnoverTTM: 1.4249\n",
      "bookValue: 21063\n",
      "cashRatio: 0.03328238440962935\n",
      "currentRatio: 0.6321\n",
      "ebitPerShare: -0.345\n",
      "eps: 0.1366\n",
      "ev: 38230.25\n",
      "fcfPerShareTTM: -0.9522\n",
      "grossMargin: 0.1861\n",
      "inventoryTurnoverTTM: 13.0784\n",
      "longtermDebtTotalAsset: 0.0897\n",
      "longtermDebtTotalCapital: 0.2604\n",
      "longtermDebtTotalEquity: 0.4197\n",
      "netDebtToTotalCapital: 0.3539\n",
      "netDebtToTotalEquity: 0.5703\n",
      "netMargin: 0.0033\n",
      "operatingMargin: -0.0084\n",
      "payoutRatioTTM: 1.011\n",
      "pb: 1.2447\n",
      "pretaxMargin: -0.0108\n",
      "psTTM: 0.1926\n",
      "ptbv: 3.5026\n",
      "quickRatio: 0.3201\n",
      "receivablesTurnoverTTM: 25.0268\n",
      "roaTTM: -0.0347\n",
      "roeTTM: -0.1507\n",
      "roicTTM: -0.0946\n",
      "rotcTTM: -0.2097\n",
      "salesPerShare: 40.9991\n",
      "sgaToSale: 0.8139\n",
      "tangibleBookValue: 7485\n",
      "totalDebtToEquity: 0.6117\n",
      "totalDebtToTotalAsset: 0.1307\n",
      "totalDebtToTotalCapital: 0.3795\n",
      "totalRatio: 1.2716\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for WBA. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the WBA stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walgreens Boots Alliance Inc. has been named as one of the key players in the retail space, with a market capitalization of 17822.56 in USD, which highlights the company's strength and influence in the market.\n",
      "2. The company has been actively engaging in new initiatives, such as expanding its business beyond prescriptions and retail stores, which shows its adaptability and willingness to evolve in a rapidly changing market.\n",
      "3. The company has been paying attention to its balance sheet, as evidenced by its efforts to reduce its debt and improve its financial health.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Walgreens Boots Alliance Inc. has been facing legal challenges, including an arbitration award of over $642 million to Humana Health Plan Inc, which could potentially result in financial penalties and impact the company's profitability.\n",
      "2. The company's financial performance has been poor, with a negative EPS and a high debt-to-equity ratio, which raises concerns about its ability to generate profits and manage its debt.\n",
      "3. The company's stock price has been declining, with a 1.33% drop in the past week, which could indicate a lack of investor confidence in the company's future performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walgreens Boots Alliance Inc continues to be considered as one of the attractive buys by Dow Jones Industrial Average, indicating Wall Street's confidence in the company.\n",
      "2. The company is transitioning its business beyond prescriptions and retail stores, indicating efforts to diversify and grow.\n",
      "   \n",
      "[Potential Concerns]:\n",
      "1. The stock has been consistently underperforming in the recent weeks, which might hit investor confidence.\n",
      "2. Walgreens has to pay a massive $230 million settlement over its role in the city's opioid epidemic, which is likely to strain its finances and lead to reputational vulnerability.\n",
      "3. The current ratio, an indicator of short term financial health, is less than 1 which indicates that the company might face challenges in meeting short term liabilities.\n",
      "4. The company is faced with immense competition, especially from CVS which is considered stronger in terms of fundamentals, as inferred from recent reports.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Recent developments for Walgreens Boots Alliance Inc (WBA) have overall been concerning, with stock underperformance and financial strains from hefty settlements. Also, the company's low current ratio suggests potential liquidity problems. Moreover, stiff competition from stronger rivals like CVS might further hinder its performance. Despite attempts to diversify its business, immediate positive results and impacts on stock prices may be limited. Therefore, taking all these factors into account, I anticipate a slight downward trend of 0-1% in WBA's stock price for the week from 2023-05-28 to 2023-06-04.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walmart Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 1972-08-25, the company has established its reputation as one of the key players in the market. As of today, Walmart Inc has a market capitalization of 443758.12 in USD, with 2691.56 shares outstanding.\n",
      "\n",
      "Walmart Inc operates primarily in the US, trading under the ticker WMT on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-23 to 2023-04-30, WMT's stock price decreased from 150.62 to 149.87. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Walmart: Primed To Surpass Its Own Recession Performance In The Next Downturn\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: The Zacks Analyst Blog Highlights Walmart, Chevron, Danaher, Intel and Lowe's\n",
      "[Summary]: Walmart, Chevron, Danaher, Intel and Lowe's are included in this Analyst Blog.\n",
      "\n",
      "[Headline]: Walmart Is Giving Away 20,000 One-Year Plus Memberships For Mother’s Day — Here’s How to Enter\n",
      "[Summary]: If recent trends hold to form, there will be around 300,000 live births in the United States in May 2023, based on data from the U.S. Centers for Disease Control and Prevention. Up to 20,000 of those...\n",
      "\n",
      "[Headline]: Walmart Inc. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of Walmart Inc. slipped 0.44% to $150.91 Wednesday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Walmart Inc. stock falls Friday, underperforms market\n",
      "[Summary]: Shares of Walmart Inc. dropped 0.27% to $150.97 Friday, on what proved to be an all-around favorable trading session for the stock market, with the S&P 500...\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, WMT's stock price increased from 149.87 to 151.23. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Amazon: Could Be A Coiled Spring If Certain Trends Continue (Rating Upgrade)\n",
      "[Summary]: Amazon has been in a position to aggressively spend on building its infrastructure. Click here to see why AMZN stock is a Buy.\n",
      "\n",
      "[Headline]: 40 Best Things To Buy at Walmart and Target\n",
      "[Summary]: Walmart and Target are both juggernauts of the retail industry. And although both big-box stores face stiff competition from online retailers like Amazon, Target and Walmart still often beat prices of...\n",
      "\n",
      "[Headline]: 10 Best Department Store and Discount Retailer Stocks to Buy\n",
      "[Summary]: In this article, we will be taking a look at the 10 best department store and discount retailer stocks to buy. To see more of these stocks, you can go directly to see the 5 Best Department Store and Discount Retailer Stocks to Buy. The current status of the economy, geopolitical tensions, supply chain disruptions, […]\n",
      "\n",
      "[Headline]: Bunk beds sold by Walmart, Home Depot, Amazon and others recalled over faulty slats\n",
      "[Summary]: A recall has been issued for more than 120,000 bunk beds that pose \"fall and impact hazards.\"\n",
      "\n",
      "[Headline]: Which Amazon Services Are Worth the Money?\n",
      "[Summary]: Amazon is a household name due to its convenience in shopping, along with providing additional services such as TV and movie streaming, e-books and so much more. See: 5 Brand-New Items at Dollar Tree...\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, WMT's stock price increased from 151.23 to 152.53. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: S&P 500 Earnings: Big Jump In Q1 '23 S&P 500 EPS Estimate\n",
      "[Summary]: The increase in the Q1 ’23 S&P 500 EPS estimate since 3/31/23 shows a big jump and reflects an upside surprise. There has been an improvement in expected 2023 sector growth rates.\n",
      "\n",
      "[Headline]: The TJX Companies (TJX) Readies for Q1 Earnings: Things to Note\n",
      "[Summary]: The TJX Companies' (TJX) first-quarter performance is likely to reflect gains from the Marmaxx division's strength, and store and online growth efforts amid elevated costs.\n",
      "\n",
      "[Headline]: Telsey Advisory Group Reiterates Walmart (WMT) Outperform Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: The Walmart Gift Card Class Action Form Asks for Your Social Security Number — Is It a Scam?\n",
      "[Summary]: One of the first rules of avoiding scams is to not give out your Social Security number to anyone you don't know and trust -- especially on the internet. But that's what victims of a Walmart gift card...\n",
      "\n",
      "[Headline]: Retail sales and superstore earnings: What to know this week\n",
      "[Summary]: Retail sales and earnings are expected to provide investors more information on the state of the consumer after a six-month low in consumer confidence sent stocks lower on Friday.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, WMT's stock price decreased from 152.53 to 149.38. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Target estimates inventory shrink, retails thefts to be a $500 million issue: Analyst\n",
      "[Summary]: Jefferies Equity Research Analyst Corey Tarlowe joins Yahoo Finance Live to discuss Target's Q1 earnings, retail thefts, what to expect from Walmart's Q1 earnings report, and the outlook for retail.\n",
      "\n",
      "[Headline]: Markets rise amid debt ceiling optimism, retail stocks move higher on earnings\n",
      "[Summary]: Yahoo Finance markets contributor Remy Blaire discusses the state of the markets with eyes on the debt ceiling, Tesla shares, and retail stocks, including Target, TJX, Walmart, and Lowe's.\n",
      "\n",
      "[Headline]: Netflix, PacWest stocks rally while P&G and Target shares fall, and other stocks on the move\n",
      "[Summary]: Walmart's stock rallies after raised full-year outlook, while rival Target shares drop.\n",
      "\n",
      "[Headline]: Wall Street ends higher, dollar climbs on solid data, debt ceiling progress\n",
      "[Summary]: U.S. stocks rallied and the dollar reached a seven-week peak on Thursday as discount retail giant Walmart Inc raised its sales outlook and strong economic data calmed recession fears while also dampening hopes the Federal Reserve would cut interest rates before year-end.\n",
      "\n",
      "[Headline]: If You've Bought Nvidia Stock This Year, Sell Before Earnings (Downgrade)\n",
      "[Summary]: Nvidia Corporation reports its earnings on Wednesday May 24th post-market, and it's important to be positioned correctly. Click for our view of NVDA stock now.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for WMT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the WMT stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walmart's stock has been performing well, with a rise in price from 149.87 to 151.23 in the period from 2023-04-30 to 2023-05-07.\n",
      "2. Walmart has been recognized as one of the best department store and discount retailer stocks to buy, indicating strong investor confidence in the company's future prospects.\n",
      "3. The company has been innovating and driving progress within the industry, which suggests that it is well-positioned to adapt to changing market conditions.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Walmart's stock underperformed in certain trading sessions, which could potentially affect investor sentiment and the overall perception of the company's performance.\n",
      "2. There have been concerns about the company's inventory shrink and retail thefts, which could indicate potential operational issues.\n",
      "3. The company has faced a recall for bunk beds sold by Walmart, Home Depot, and Amazon, which could result in potential financial losses and damage to the company's reputation.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 0-1%\n",
      "Analysis: Despite the potential concerns, the positive developments suggest that Walmart is well-positioned to continue its growth trajectory. The company's strong performance in the past weeks, recognition as a top stock to buy, and innovative approach to the industry indicate a positive outlook for the future. However, the potential concerns about inventory shrink and retail thefts, as well as the bunk bed recall, could potentially impact the company's performance in the short term.\n",
      "\n",
      "Considering the overall situation, it is predicted that the Walmart stock price will likely increase by 0-1% in the upcoming week (2023-05-21 to 2023-05-28). This is due to the positive developments and investor confidence in the company's future prospects, which outweigh the potential concerns. However, investors should continue to monitor the company's performance closely to ensure that these concerns do not materialize into larger issues.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Telsey Advisory Group reiterated Walmart's Outperform Recommendation, indicating strong market confidence in the company's business strategy and performance.\n",
      "2. Walmart Inc. experienced stock price growth from April 30 to May 14, reaffirming the company's sound position in the market.\n",
      "3. Walmart's increased activities such as 20,000 one-year Plus Memberships giveaway and positive reputation earned as a competitive retail giant noted in article \"40 Best Things To Buy at Walmart and Target\" suggest strong customer engagement.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. There were two instances in the referenced period where Walmart's stock underperformed compared to its competitors, potentially indicating issues with the company's current standing in the market.\n",
      "2. A recall was issued for over 120,000 bunk beds sold by Walmart due to \"fall and impact hazards,\" which can negatively impact the company's reputation and customer trust.\n",
      "3. The stock price decrease from May 14 to May 21 signals potential market confidence instability.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 2-3%\n",
      "Analysis: Walmart Inc.'s stock has shown volatility and a declining trend in the recent weeks. Despite Walmart's ongoing customer engagement initiatives and outperform recommendation, issues such as product recalls and days of underperformance create a degree of uncertainty and potential decrease in investor confidence.\n",
      "\n",
      "Additionally, broader market signals such as potential global supply chain disruptions, geopolitical tensions, and the apparent cooling of consumer confidence can influence large retailers such as Walmart. Given these factors, especially the negative impact of the product recall, it is projected that the coming week may see a further downwards correction of 2-3% in Walmart's stock price.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walmart Inc is a leading entity in the Retail sector. Incorporated and publicly traded since 1972-08-25, the company has established its reputation as one of the key players in the market. As of today, Walmart Inc has a market capitalization of 443758.12 in USD, with 2691.56 shares outstanding.\n",
      "\n",
      "Walmart Inc operates primarily in the US, trading under the ticker WMT on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Retail space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, WMT's stock price decreased from 149.38 to 145.90. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Walmart, Target and Foot Locker are part of Zacks Earnings Preview\n",
      "[Summary]: Walmart, Target and Foot Locker are part of Zacks Earnings Preview.\n",
      "\n",
      "[Headline]: Retail stocks continue to measure health of economy, consumer\n",
      "[Summary]: Interactive Brokers Chief Strategist Steve Sosnick and Yahoo Finance Executive Editor Brian Sozzi join Yahoo Finance Live to discuss retail earnings reports, the state of the consumer, and retail stocks.\n",
      "\n",
      "[Headline]: Barclays Maintains Walmart (WMT) Overweight Recommendation\n",
      "[Summary]: \n",
      "\n",
      "[Headline]: Walmart Opens First Market Fulfillment Center in Arkansas as the Retailer Doubles Down on Store Fulfillment\n",
      "[Summary]: BENTONVILLE, Ark., May 22, 2023--Walmart opened its first high-tech Market Fulfillment Center in Arkansas at Store 100 located at 406 S Walton Blvd in Bentonville on Monday, underlining the retailer’s strategic move toward expanding the use of its stores as fulfillment centers to enhance the shopping experience for customers everywhere.\n",
      "\n",
      "[Headline]: BJ's Wholesale Club Goes On Sale After Mixed Q1 Results\n",
      "[Summary]: BJ's Wholesale Club reported Q1 2023 revenue of $4.72 billion, a 5% increase YoY but $90 million short of analysts' expectations. See why BJ stock is a buy.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for WMT. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the WMT stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walmart's expansion into new markets, such as the opening of its first Market Fulfillment Center in Arkansas, indicates the company's strategic move toward enhancing customer experience and expanding its store fulfillment centers.\n",
      "2. Walmart is part of Zacks Earnings Preview, indicating that the company is on the radar of investors and analysts.\n",
      "3. Barclays maintains an overweight recommendation for Walmart, suggesting a positive outlook from the financial sector.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Walmart's stock price has decreased in the last week, indicating a potential concern about the company's performance.\n",
      "2. The mixed Q1 results of BJ's Wholesale Club, a competitor of Walmart, could potentially impact Walmart's performance.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Considering the positive developments and potential concerns, it is predicted that Walmart's stock price will increase by 2-3% in the upcoming week. The company's strategic move towards expanding its store fulfillment centers and being part of the Zacks Earnings Preview suggests that it is well-positioned to capitalize on the changing retail landscape. Additionally, the Barclays overweight recommendation suggests that the company has a strong financial outlook.\n",
      "\n",
      "However, the recent decrease in Walmart's stock price could be a cause for concern, indicating potential volatility in the market. Moreover, the mixed Q1 results of BJ's Wholesale Club, a competitor of Walmart, could potentially impact Walmart's performance. However, it's important to note that Walmart's expansion and strategic move towards enhancing customer experience could potentially offset these concerns. Therefore, the predicted increase in Walmart's stock price is based on the positive developments and potential for continued growth, despite the potential concerns.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Walmart opened its first high-tech Market Fulfillment Center in Arkansas which underlines the retailer's strategic move towards enhancing the shopping experience.\n",
      "2. Barclays has maintained an overweight recommendation for Walmart, indicating that the company is poised to outperform.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Walmart’s stocks faced a decrease in value in the past week, which might indicate a potential downtrend for the company.\n",
      "2. While not specific to Walmart, news concerning BJ's Wholesale Club's Q1 revenue falling short of analysts' expectations may ignite concerns about the health of the retail sector in general, influencing investor sentiment towards Walmart.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: In the coming week, we might see a small decline in Walmart's stock price by 0%-1%. The positive step towards enhancing customer experience with their new high-tech Market Fulfillment Center in Arkansas is a positive long-term move. However, in the short term, the broader concerns about the retail sector, spurred by the disappointing Q1 results of BJ's Wholesale Club, might lead to a bearish sentiment. Despite Barclays maintaining an overweight recommendation, the recent decreasing trend of Walmart’s shares may continue, albeit at a slower rate. Consequently, these factors could result in a slightly downward price movement in the coming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walt Disney Co is a leading entity in the Media sector. Incorporated and publicly traded since 1957-11-12, the company has established its reputation as one of the key players in the market. As of today, Walt Disney Co has a market capitalization of 148340.16 in USD, with 1829.78 shares outstanding.\n",
      "\n",
      "Walt Disney Co operates primarily in the US, trading under the ticker DIS on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Media space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, DIS's stock price decreased from 100.52 to 91.99. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Time to Buy Disney Stock as Earnings Approach?\n",
      "[Summary]: There could certainly be more upside in Disney stock from current levels but Q2 results will need to start reaffirming CEO Bob Iger's initiative of cutting costs and sustaining growth and profitability.\n",
      "\n",
      "[Headline]: Where Will Disney Stock Be in 3 Years?\n",
      "[Summary]: Walt Disney (NYSE: DIS) has been going through major challenges since the pandemic began, although the nature of them keeps changing.  Where will Disney be three years from now?  Disney's theme parks were a major casualty of the beginning of the pandemic, but they've come back in full force and are thriving.\n",
      "\n",
      "[Headline]: Disney World Changes a Hated Covid-Era Policy\n",
      "[Summary]: The theme park giant has made some major changes that will delight people visiting the 'most magical place on Earth.'\n",
      "\n",
      "[Headline]: Disney (DIS) Q2 Earnings Beat Estimates, Revenues Rise Y/Y\n",
      "[Summary]: Disney's (DIS) second-quarter fiscal 2023 results reflect a solid revival in the Parks, Experiences and Products businesses.\n",
      "\n",
      "[Headline]: Streaming May Slow Down for Disney. Should Investors Steer Clear of the Stock?\n",
      "[Summary]: The good news is that Walt Disney's (NYSE: DIS) streaming losses continue to shrink, largely thanks to cost cuts.  The bad news is that its streaming subscriber growth has evaporated -- possibly because of these cost cuts.  In its fiscal second quarter, which ended April 1, Disney brought in $21.8 billion in revenue, from which it booked operating/non-GAAP earnings of $0.93 per share.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, DIS's stock price decreased from 91.99 to 91.35. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: 'We're in a marketplace that is fighting for attention', says GroupM CEO McDonald on the media space\n",
      "[Summary]: CNBC's Alex Sherman and Kirk McDonald, GroupM CEO, join 'Last Call' to discuss the state of the media space as major media companies vie for ad dollars and others declare bankruptcy.\n",
      "\n",
      "[Headline]: Disney is ‘actively preparing’ for eventual launch of ESPN standalone streaming service: report\n",
      "[Summary]: Walt Disney Co. is “actively preparing” for a shift that would let ESPN become a standalone streaming service, The Wall Street Journal reported Thursday. The...\n",
      "\n",
      "[Headline]: Disney to close Star Wars hotel that opened in Florida last year\n",
      "[Summary]: Walt Disney Co will shutter its immersive Star Wars-themed luxury hotel in Orlando this September, less than two years after it opened, as the media giant cuts costs throughout its entertainment and parks businesses.\n",
      "\n",
      "[Headline]: Disney: Latest Moves Show Management Still Evading Really Tough Decisions Ahead\n",
      "[Summary]: Hold The Walt Disney Company stock from here on at your possible peril, as DIS valuation can creep much farther south. Click here to read more on DIS stock.\n",
      "\n",
      "[Headline]: The Box Office Bounce Back: Entertainment Stocks Produce Strong Returns\n",
      "[Summary]: Movie stocks have performed well in 2023 despite mixed consumer spending trends. While ticket sales are up from a year ago, data show that nothing tops at-home Netflix-and-chill.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for DIS. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the DIS stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Disney's Q2 earnings beat estimates, indicating a solid performance in the Parks, Experiences, and Products businesses.\n",
      "2. The company is actively preparing for the potential launch of an ESPN standalone streaming service, which could diversify its revenue streams.\n",
      "3. The company's cost-cutting measures seem to be paying off, with the company's streaming losses continuing to shrink.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's theme parks were a major casualty of the pandemic, but they've come back in full force and are thriving. However, this could lead to increased costs and potential profitability concerns.\n",
      "2. The company is closing its immersive Star Wars-themed luxury hotel, which could lead to a potential loss in revenue.\n",
      "3. The company's management has been criticized for not making difficult decisions, which could lead to a lack of strategic direction and potentially negative investor sentiment.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 1-2%\n",
      "Analysis: Given the current situation, I predict the stock price of Walt Disney Co to decrease by 1-2% in the upcoming week. While the company has shown some positive developments, such as the beat of its Q2 earnings and the potential launch of an ESPN standalone streaming service, the overall situation remains uncertain due to the company's continued cost-cutting measures and the closure of its Star Wars hotel.\n",
      "\n",
      "The closure of the Star Wars hotel could lead to a potential loss in revenue, which could offset any positive impact from the cost-cutting measures. Additionally, the company's management has been criticized for not making difficult decisions, which could lead to a lack of strategic direction and potentially negative investor sentiment.\n",
      "\n",
      "Furthermore, the company's theme parks were a major casualty of the pandemic, but they've come back in full force and are thriving. This could lead to increased costs and potential profitability concerns. The company's Q2 earnings are also showing signs of slowing down, which could indicate potential profitability concerns in the future.\n",
      "\n",
      "In conclusion, while the company has shown some positive developments, the overall situation remains uncertain due to the company's cost-cutting measures and the closure of its Star Wars hotel. This could lead to a potential decrease in the stock price in the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Disney's second-quarter fiscal 2023 results indicated a promising revival in the Parks, Experiences, and Products businesses, which is a key revenue generator for the company.\n",
      "2. The company's theme parks, which experienced significant loss during the onset of the pandemic, have rebounded and are now doing well. \n",
      "3. Disney's streaming service losses have been diminishing, mostly due to cost reductions.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's streaming service growth has stalled, potentially due to aforementioned cost cuts. This suggests a trade-off between short-term profitability and long-term potential growth.\n",
      "2. The closure of the Star Wars-themed hotel, less than two years after opening, could point towards serious operational and cost issues within the company.\n",
      "3. The persistent decrease in the company's share price suggests an ongoing market's lack of confidence. \n",
      "4. Future prospects appear weak as it's stated that Disney management isn't tackling the tough decisions that need to be made for the company to move ahead efficiently. \n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Given the array of concerns surrounding Disney, it's likely that the company's stock price might experience a further decrease in the coming week. The diminishing growth of Disney's streaming service could significantly impact future earnings, as streaming platforms represent a key area of growth in the media sector. The closure of the Star Wars hotel also raises questions about Disney's operational efficiency and cost management. Despite some positives, such as the revival of Parks and Experiences business, the negatives seem to outweigh, suggesting a potential decline of around 3-4% in the stock price for the next week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Walt Disney Co is a leading entity in the Media sector. Incorporated and publicly traded since 1957-11-12, the company has established its reputation as one of the key players in the market. As of today, Walt Disney Co has a market capitalization of 148340.16 in USD, with 1829.78 shares outstanding.\n",
      "\n",
      "Walt Disney Co operates primarily in the US, trading under the ticker DIS on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Media space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, DIS's stock price decreased from 91.99 to 91.35. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: How AI is creating a 'Wild West' scenario for entertainment giants like Spotify, Disney\n",
      "[Summary]: For entertainment giants like Spotify, Disney and Universal Music, AI comes with a lot of risks along with potential rewards.\n",
      "\n",
      "[Headline]: Disney to close Star Wars: Galactic Starcruiser hotel experience in September\n",
      "[Summary]: The Walt Disney Company announced plans Thursday to close its Star Wars: Galactic Starcruiser hotel experience at the end of September.\n",
      "\n",
      "[Headline]: A Fed Pause Would Be Contentious. But Rate Optimism Is Already Boosting Netflix.\n",
      "[Summary]: The Supreme Court gives Twitter and Google victories in liability cases, Alibaba’s spinoff plans, and other news to start your day.\n",
      "\n",
      "[Headline]: Disney can play Scrooge with Florida\n",
      "[Summary]: Walt Disney isn’t mickey-mousing around. The $170 billion media company said on Thursday that it was pulling a $1 billion project that would have moved jobs from California to the Sunshine State - part of expansive plans that include spending $17 billion on revamping its...\n",
      "\n",
      "[Headline]: Disney Stock Lost a Bull. The Pivot to Streaming Will Be Painful.\n",
      "[Summary]: A Macquarie analyst lowered his Disney stock rating to Neutral from Outperform. He also brought down his price target to $103 from $125.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, DIS's stock price decreased from 91.35 to 88.29. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Latest ‘Fast & Furious’ Movie Speeds to Top of Weekend Box Office\n",
      "[Summary]: ‘Fast X,’ the 10th movie in the saga, opened with $67.5 million domestically and $251.4 million overseas, showing the action franchise’s international popularity.\n",
      "\n",
      "[Headline]: Appleseed Fund 2023 Semi-Annual Letter\n",
      "[Summary]: Currently, Appleseed Fund is generally positioned defensively in light of this bearish outlook on the economy. Click here to read what investors need to know.\n",
      "\n",
      "[Headline]: Not just Disney: DeSantis brings history of business battles to the presidential campaign\n",
      "[Summary]: Ron DeSantis is slated to launch his presidential campaign on Twitter during a conversation with Elon Musk, becoming Donald Trump's top rival.\n",
      "\n",
      "[Headline]: Forget DeSantis, This Is the Real Villain In Disney World's Story\n",
      "[Summary]: The Mouse House has plans to spend big on its Florida theme park and it's not because of the state's governor.\n",
      "\n",
      "[Headline]: After Star Wars Failure, Disney Shares Plans For Themed Hotel\n",
      "[Summary]: Walt Disney World  is closing its themed hotel, Star Wars: Galactic Starcruiser, which put guests into a fully immersive Star Wars experience.  With so many Star Wars fans around the world, Disney was gambling that this resort would be be a huge success.  As the Galactic Starcruiser winds down, Disney is working with guests who have travel arrangements to help remedy how the closure will affect travelers.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for DIS. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the DIS stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. The company's Fast & Furious franchise is continuing to perform well at the box office, showcasing its popularity globally.\n",
      "2. Despite the closure of the Star Wars: Galactic Starcruiser hotel, Disney is actively working with guests to assist in remedying the closure's impact on travelers, indicating a strong customer support system.\n",
      "3. The company is expanding its Florida theme park, indicating a strong focus on the growth of its theme park business.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's decision to close the Star Wars: Galactic Starcruiser hotel could potentially lead to a loss of revenue and customer loyalty.\n",
      "2. The company is facing opposition from Ron DeSantis, a presidential candidate, which could potentially impact the company's business operations.\n",
      "3. The company's stock rating was lowered by Macquarie analyst, indicating a potential downward trend in the company's stock price.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Despite the closure of the Star Wars: Galactic Starcruiser hotel, Disney's overall performance seems to be maintaining a steady trajectory. The company's focus on expanding its Florida theme park, along with its strong customer support system, suggests a strong commitment to growth and customer satisfaction. The company's Fast & Furious franchise is also continuing to perform well at the box office, indicating a strong presence in the global entertainment market.\n",
      "\n",
      "However, the company's decision to close the Star Wars: Galactic Starcruiser hotel could potentially lead to a loss of revenue and customer loyalty. Additionally, the company is facing opposition from Ron DeSantis, which could potentially impact its business operations.\n",
      "\n",
      "Overall, while there are some potential concerns, the company's overall performance and strategic focus on growth and customer satisfaction suggest a potential upward trend in the company's stock price for the upcoming week.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Despite the closure of the Star Wars: Galactic Starcruiser hotel experience, Disney is actively working with guests who have travel arrangements, demonstrating a commitment to customer service.\n",
      "2. There is positive sentiment around Disney's planned big spending for its Florida theme parks, potentially attracting more visitors in the future.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The closure of the Star Wars: Galactic Starcruiser hotel experience may give rise to concerns regarding Disney's future ventures. It's a sign of the difficulty Disney is facing with its physical entertainment assets.\n",
      "2. A Macquarie analyst downgraded Disney's stock, which could affect investor confidence and put negative pressure on the stock price.\n",
      "3. The introduction of AI in the entertainment sector involves risks, and its potential effects on Disney's operations are yet unknown.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: The Disney stock is expected to marginally go down by 0-1% in the next week (2023-05-28 to 2023-06-04). Although there is an optimistic view towards Disney's future investments in their Florida theme parks, the immediate impact of the Star Wars hotel disappointment could negatively affect investor sentiment. This, coupled with the recent downgrade from a Macquarie analyst, may cause downward pressure on the stock price. Furthermore, the uncertainty surrounding Disney's approach to AI development could add volatility to the stock's performance.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Dow Inc is a leading entity in the Chemicals sector. Incorporated and publicly traded since 2019-03-20, the company has established its reputation as one of the key players in the market. As of today, Dow Inc has a market capitalization of 33814.35 in USD, with 703.07 shares outstanding.\n",
      "\n",
      "Dow Inc operates primarily in the US, trading under the ticker DOW on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Chemicals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-04-30 to 2023-05-07, DOW's stock price increased from 52.96 to 52.97. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dow Inc. (NYSE:DOW) Q1 2023 Earnings Call Transcript\n",
      "[Summary]: Dow Inc. (NYSE:DOW) Q1 2023 Earnings Call Transcript April 25, 2023 Dow Inc. beats earnings expectations. Reported EPS is $0.58, expectations were $0.36. Operator: Greetings, and welcome to the Dow First Quarter 2023 Earnings Conference Call. At this time, all participants are in a listen-only mode. A brief question-and-answer session will follow the formal presentation. […]\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Tuesday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. shed 0.61% to $53.78 Tuesday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500 Index falling...\n",
      "\n",
      "[Headline]: U.S. Commerce Secretary on AI: New opportunities carry risk\n",
      "[Summary]: U.S. Secretary of Commerce Gina Raimondo joins Yahoo Finance to discuss AI opportunities, cyber security, innovation, and the outlook for AI. Raimondo and top Biden officials including Vice President Kamala Harris are set to sit down with leading tech executives Thursday to discuss the future of AI and Washington’s role in it. Raimondo questioned, \"What's the right balance? How do we move forward ... in a way that is safe and protects our privacy, protects us from cyber risk, protects us from deep fakes and misinformation.\"\n",
      "\n",
      "[Headline]: Dow Inc. stock rises Thursday, outperforms market\n",
      "[Summary]: Shares of Dow Inc. inched 0.68% higher to $53.36 Thursday, on what proved to be an all-around grim trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Headline]: Commerce Secretary on CHIPS Act: We are vastly oversubscribed\n",
      "[Summary]: U.S. Secretary of Commerce Gina Raimondo joins Yahoo Finance Live to discuss the CHIPS and Science Act.  Raimondo told Yahoo Finance, \"We are vastly oversubscribed. Obviously, not everybody who wants money will be able to receive it. I have heard from certain politicians that the conditions are a problem. I have not heard that from industry. Not at all, quite the opposite.\" Regarding clusters, Raimondo said, \"The locations will be up to the companies. At least two really deep manufacturing clusters in the United States where we have the suppliers to the semiconductor fabs, the actual factories themselves, as well as packaging and testing.\" In addition to the CHIPS Act, Raimondo sat down with Yahoo Finance to comment on the outlook for AI, the debt ceiling debate, the threat from China, and more.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, DOW's stock price decreased from 52.97 to 50.93. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dow Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Dow Inc. sank 0.48% to $54.15 Monday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500 Index rising...\n",
      "\n",
      "[Headline]: Investing in Sustainable Beauty\n",
      "[Summary]: NORTHAMPTON, MA / ACCESSWIRE / May 9, 2023 / DOW: Increasingly, consumers are demanding hair, skin and cosmetics products that are both high-performing and safe for humans and the environment and incorporate more sustainable packaging. To meet that ...\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. shed 0.41% to $53.45 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Thursday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. slipped 2.08% to $52.34 Thursday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Dow Advances to 7th on DiversityInc’s 2023 Top 50 Companies for Diversity List\n",
      "[Summary]: Dow (NYSE:DOW) advanced to 7th place on the 2023 DiversityInc Top 50 Companies for Diversity list, which was announced at DiversityInc's celebratory event in New York City.\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, DOW's stock price decreased from 50.93 to 50.58. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: DuPont’s stock bounces off 6-month low after Deutsche Bank says it’s time to buy\n",
      "[Summary]: DuPont's stock bounced off a 6-month low Monday after Deutsche Bank turned bullish, saying the stock was trading at a substantial discount to peers.\n",
      "\n",
      "[Headline]: Stock markets, sectors open higher this morning\n",
      "[Summary]: Yahoo Finance Live's Brad Smith breaks down how stocks are trending this morning, including Microsoft, Google, Amazon, and Meta.\n",
      "\n",
      "[Headline]: Dow Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Dow Inc. sank 0.10% to $52.26 Monday, on what proved to be an all-around favorable trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Dow Inc. stock rises Wednesday, still underperforms market\n",
      "[Summary]: Shares of Dow Inc. inched 0.82% higher to $51.48 Wednesday, on what proved to be an all-around positive trading session for the stock market, with the S&P...\n",
      "\n",
      "[Headline]: Dow Inc. stock rises Friday, outperforms market\n",
      "[Summary]: Shares of Dow Inc. inched 0.15% higher to $51.95 Friday, on what proved to be an all-around rough trading session for the stock market, with the S&P 500...\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-21, let's first analyze the positive developments and potential concerns for DOW. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the DOW stock price movement for next week (2023-05-21 to 2023-05-28). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Dow Inc. has been outperforming the market, as seen from the weekly performance. This indicates a strong investor sentiment and a good business performance.\n",
      "2. The company has been recognized for its commitment to diversity and inclusion, advancing to 7th place on the 2023 DiversityInc Top 50 Companies for Diversity list. This suggests a strong culture and a positive image, which could attract more investors.\n",
      "3. Dow Inc. has been mentioned in several news articles as an outperformer, suggesting a strong performance in the market.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. The company's stock has been underperforming compared to its competitors, as shown in several news articles. This could be a cause for concern for investors, as it suggests that the company's stock is not performing as well as its peers.\n",
      "2. The company has been experiencing a downward trend in its stock price, as seen from the weekly performance. This could be a sign of a potential downturn in the company's business performance.\n",
      "3. The company has not reported any basic financial data, which could make it difficult for investors to make informed decisions about the company's financial health.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 1-2%\n",
      "Analysis: Considering the positive developments, such as the company's outperformance in the market, its commitment to diversity and inclusion, and its positive news coverage, it seems that Dow Inc. is in a good position. However, the potential concerns, such as the underperformance compared to competitors and the downward trend in its stock price, suggest that the company's performance may not be as strong as it seems.\n",
      "\n",
      "Given these factors, it is predicted that Dow Inc.'s stock price will increase by 1-2% in the upcoming week (2023-05-21 to 2023-05-28). This is due to the positive sentiment and investor confidence in the company, despite some concerns regarding its performance. The company's commitment to diversity and inclusion, as well as its strong business performance, may continue to attract investors, leading to a slight increase in the stock price. However, it is important to keep in mind that the company's performance may be affected by various factors, and any unexpected changes could lead to a change in the stock price.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. DOW beat expectations in their Q1 2023 earnings report, reporting an EPS of $0.58 when the expectation was $0.36. This could signal strong financial health and could potentially attract investors.\n",
      "2. The company's advances in the area of sustainable beauty could cater to the growing demand for environmentally conscious products. This innovation has the potential to boost sales and overall market position.\n",
      "3. DOW advanced to 7th place on the 2023 DiversityInc Top 50 Companies for Diversity list. This demonstrates a commitment to inclusivity and could improve the company's reputation and public image.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. DOW's stock underperformed in the market on several occasions in recent weeks. This trend indicates a weakening position within the market compared to its competitors.\n",
      "2. The company's stock experienced a steady decline from $52.97 to $50.58 between May 7th and May 21st. This downward trend could continue and may deter potential investors.\n",
      "3. No basic financials were reported during the analysis period. A lack of transparency in a company's financial health could potentially raise red flags for investors.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 3-4%\n",
      "Analysis: Having factors from both sides, my prediction for DOW's stock movement in the upcoming week (from 2023-05-21 to 2023-05-28) is a decrease of around 3-4%. While the company's first quarter earnings and commitment to sustainability and diversity are promising, these positives seem to be outweighed by the recent negative performance of the stock. This steady downward trend observed over a period of weeks suggests that investor confidence may be waning, leading to potential further declines in the stock value. The lack of available basic financials also creates uncertainty about the company's current fiscal health, which may add to investor caution. Therefore, these considerations lead to the prediction of a potential further dip in the company's stock price over the upcoming week.\n",
      "\n",
      "===============\n",
      "\n",
      "\n",
      "------- Prompt ------\n",
      "\n",
      "[INST]<<SYS>>\n",
      "You are a seasoned stock market analyst. Your task is to list the positive developments and potential concerns for companies based on relevant news and basic financials from the past weeks, then provide an analysis and prediction for the companies' stock price movement for the upcoming week. Your answer format should be as follows:\n",
      "\n",
      "[Positive Developments]:\n",
      "1. ...\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. ...\n",
      "\n",
      "[Prediction & Analysis]\n",
      "Prediction: ...\n",
      "Analysis: ...\n",
      "\n",
      "<</SYS>>\n",
      "\n",
      "[Company Introduction]:\n",
      "\n",
      "Dow Inc is a leading entity in the Chemicals sector. Incorporated and publicly traded since 2019-03-20, the company has established its reputation as one of the key players in the market. As of today, Dow Inc has a market capitalization of 33814.35 in USD, with 703.07 shares outstanding.\n",
      "\n",
      "Dow Inc operates primarily in the US, trading under the ticker DOW on the NEW YORK STOCK EXCHANGE, INC.. As a dominant force in the Chemicals space, the company continues to innovate and drive progress within the industry.\n",
      "\n",
      "From 2023-05-07 to 2023-05-14, DOW's stock price decreased from 52.97 to 50.93. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Tuesday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. slumped 0.89% to $53.67 Tuesday, on what proved to be an all-around dismal trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Wednesday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. shed 0.41% to $53.45 Wednesday, on what proved to be an all-around mixed trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: May Dogs Of The Dow: Buy 2, Watch 4\n",
      "[Summary]: The Dow adds a stock if the company has an excellent reputation, demonstrates sustained growth, and is of interest to a large number of investors. Click for our lists.\n",
      "\n",
      "[Headline]: Dow's Seadrift, Texas location selected for X-energy advanced SMR nuclear project to deliver safe, reliable, zero carbon emissions power and steam production\n",
      "[Summary]: Dow (NYSE: DOW), the world's leading materials science company, and X-Energy Reactor Company, LLC (\"X-energy\"), a leading developer of advanced nuclear reactors and fuel technology for clean energy generation, announced today that Dow has selected its UCC1 Seadrift Operations manufacturing site (\"Seadrift or the \"site\") in Texas for its proposed advanced small modular reactor (\"SMR\") nuclear project. The project is focused on providing the Seadrift site with safe, reliable, zero carbon emissions\n",
      "\n",
      "[Headline]: Dow Inc. stock underperforms Thursday when compared to competitors\n",
      "[Summary]: Shares of Dow Inc. slipped 2.08% to $52.34 Thursday, on what proved to be an all-around poor trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "From 2023-05-14 to 2023-05-21, DOW's stock price decreased from 50.93 to 50.58. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Stock markets, sectors open higher this morning\n",
      "[Summary]: Yahoo Finance Live's Brad Smith breaks down how stocks are trending this morning, including Microsoft, Google, Amazon, and Meta.\n",
      "\n",
      "[Headline]: Dow Inc. stock falls Monday, underperforms market\n",
      "[Summary]: Shares of Dow Inc. sank 0.10% to $52.26 Monday, on what proved to be an all-around favorable trading session for the stock market, with the S&P 500 Index...\n",
      "\n",
      "[Headline]: Retail: 'It's hard to envision a recession is just around the corner' on sales data, strategist says\n",
      "[Summary]: LPL Financial Chief Equity Strategist Quincy Krosby joins Yahoo Finance Live to discuss data showing that U.S. retail sales rebounded in April but didn't reach Wall Street estimates amid a looming recession and a debt ceiling crisis.\n",
      "\n",
      "[Headline]: Markets: 60/40 trade has 'come off life support and is back to life,' expert explains\n",
      "[Summary]: VettaFi Vice Chairman Tom Lydon breaks down how investors should be thinking amid markets preparation for a potential Fed pause.\n",
      "\n",
      "[Headline]: Debt ceiling, Fed rate hikes running parallel to ongoing recession risks\n",
      "[Summary]: NewEdge Wealth Senior Portfolio Manager Ben Emons joins the Yahoo Finance Live show to discuss the performance of the stock market despite the debt-ceiling decision, and how consumer spending trends impact the retail sector.\n",
      "\n",
      "From 2023-05-21 to 2023-05-28, DOW's stock price decreased from 50.58 to 49.01. Company news during this period are listed below:\n",
      "\n",
      "[Headline]: Dow to participate in the Bernstein 39th Annual Strategic Decisions Conference\n",
      "[Summary]: Jim Fitterling, chairman and chief executive officer of Dow Inc. (NYSE: DOW), will participate in a fireside chat during the Bernstein 39th Annual Strategic Decisions Conference on Wednesday, May 31 at 2:30 p.m. ET.\n",
      "\n",
      "[Headline]: Cabot Corporation Can Grow With America\n",
      "[Summary]: Cabot Corporation's growth will be moderate but in promising industries that we expect will underpin increased revenue and stronger earnings. Find out why CBT stock is a Buy.\n",
      "\n",
      "[Headline]: Chemical maker Dow signs supply agreement for bio-plastic materials\n",
      "[Summary]: \"This collaboration can help redefine how we source raw materials for our products, allowing us to expand to include renewable feedstocks,\" said Dow Global Sustainability Director Manav Lahoti.  As part of the agreement, Dow will support the designing of New Energy's upcoming facility in Iowa, that is expected to process 275 kilotons of corn stalks and leaves per year to produce ethanol.\n",
      "\n",
      "[Headline]: Dow Inc. (DOW) Down 2.4% Since Last Earnings Report: Can It Rebound?\n",
      "[Summary]: Dow Inc. (DOW) reported earnings 30 days ago. What's next for the stock? We take a look at earnings estimates for some clues.\n",
      "\n",
      "[Headline]: Putting the Spotlight on River Heroes\n",
      "[Summary]: Ninety percent of the world's population lives within walking distance of a river, making these ecosystems essential to the prosperity and well-being of both people and our environment.\n",
      "\n",
      "[Basic Financials]:\n",
      "\n",
      "No basic financial reported.\n",
      "\n",
      "Based on all the information before 2023-05-28, let's first analyze the positive developments and potential concerns for DOW. Come up with 2-4 most important factors respectively and keep them concise. Most factors should be inferred from company related news. Then make your prediction of the DOW stock price movement for next week (2023-05-28 to 2023-06-04). Provide a summary analysis to support your prediction.[/INST]\n",
      "\n",
      "------- LLaMA2 Finetuned ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Dow Inc. has been selected for the X-energy advanced SMR nuclear project, which could provide safe, reliable, and zero-carbon emissions power and steam production, potentially enhancing the company's reputation and increasing its revenue.\n",
      "2. The company has been recognized as a \"Dow Dog\" by the Dow Jones Sustainability Indices, indicating the company's commitment to sustainability and potential for long-term growth.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. Dow Inc's stock has underperformed in recent trading sessions, indicating potential investor concern and potential volatility in the stock price.\n",
      "2. The company's stock price has decreased over the past few weeks, indicating potential downward pressure on the stock.\n",
      "3. The company's stock has been down 2.4% since its last earnings report, which may indicate a potential decline in investor confidence and a potential sell-off.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Up by 2-3%\n",
      "Analysis: Despite the recent underperformance and stock price decline, Dow Inc. has several positive developments that could support a potential upward trend in the stock price. The company's selection for the X-energy advanced SMR nuclear project has the potential to increase its revenue and enhance its reputation. Additionally, Dow Inc. has been recognized as a \"Dow Dog,\" indicating the company's commitment to sustainability and potential for long-term growth.\n",
      "\n",
      "However, the company's stock price has underperformed in recent trading sessions, indicating potential investor concern and potential volatility in the stock price. Furthermore, the company's stock has been down 2.4% since its last earnings report, which may indicate a potential decline in investor confidence and a potential sell-off.\n",
      "\n",
      "Considering these factors, it is predicted that the Dow Inc. stock price may increase by 2-3% in the upcoming week (2023-05-28 to 2023-06-04) due to the positive developments and potential growth opportunities. However, it is important to keep a close eye on the company's performance and the overall market trends to ensure accurate predictions.\n",
      "\n",
      "------- GPT4 Groundtruth ------\n",
      "\n",
      "[Positive Developments]:\n",
      "1. Partnership with X-Energy to develop an advanced nuclear reactor project for zero-carbon emissions power and steam production indicates Dow is making strategic advancements in sustainable energy development, which could potentially provide long-term benefits.\n",
      "2. The supply agreement for bio-plastic materials shows Dow's commitment to environmental sustainability and could attract environmentally-minded investors and clients.\n",
      "3. Participation in renowned industry events like the Bernstein Strategic Decisions Conference enhances the company's visibility among potential investors and partners.\n",
      "\n",
      "[Potential Concerns]:\n",
      "1. DOW has consistently underperformed compared to its competitors in the recent past, which may indicate operational inefficiencies or a lack of effective growth strategies.\n",
      "2. A critical assessment after 30 days of their last earnings report suggests their stock has failed to rebound, which could dampen investor confidence.\n",
      "3. The absence of any reported basic financials may result in potential investors having insufficient information about the company's financial health, which could impact investment decisions.\n",
      "\n",
      "[Prediction & Analysis]:\n",
      "Prediction: Down by 0-1%\n",
      "Analysis: Considering the broader market dynamics and Dow's recent developments, I expect a continued downward trend in the stock price for the next week. This is primarily led by the company's consistent underperformance against competitors and the inability to rebound from the downturn after the last earnings report. The aforementioned concerns are indicative of potential short-term hurdles that could impact the stock's price in the negative direction. \n",
      "\n",
      "On the other hand, the company's commitment to environmental sustainability and their proactive engagement in industry events are long-term drivers that might not immediately influence the stock’s price. Therefore, investors might want to watch out for future developments for a possible turnaround. However, the absence of financial reports makes it harder to predict when that'll happen, so there is still uncertainty surrounding the stock.\n",
      "\n",
      "===============\n",
      "\n"
     ]
    }
   ],
   "source": [
    "answers, gts = [], []\n",
    "\n",
    "for i in range(len(test_dataset)):\n",
    "    prompt = test_dataset[i]['prompt']\n",
    "    output = test_demo(model, tokenizer, prompt)\n",
    "    answer = re.sub(r'.*\\[/INST\\]\\s*', '', output, flags=re.DOTALL)\n",
    "    gt = test_dataset[i]['answer']\n",
    "    print('\\n------- Prompt ------\\n')\n",
    "    print(prompt)\n",
    "    print('\\n------- LLaMA2 Finetuned ------\\n')\n",
    "    print(answer)\n",
    "    print('\\n------- GPT4 Groundtruth ------\\n')\n",
    "    print(gt)\n",
    "    print('\\n===============\\n')\n",
    "    answers.append(answer)\n",
    "    gts.append(gt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "931acd45-6f0b-436e-b40e-4a287c331148",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"[Positive Developments]:\\n1. The declaration of a regular quarterly dividend, amounting to $0.60 per common share, indicates a steady cash return to shareholders. This can boost investor confidence, leading to increased demand for AXP shares.\\n2. A company executive's participation in major industry conferences offers the chance to elaborate on American Express's growth strategy and financial performance. Such events could provide positive exposure for the company, potentially driving stock price gains.\\n3. The article highlighting American Express's double-digit revenue growth and aggressive share buyback strategy illustrates strong company performance, a factor that can lead to increased investor interest.\\n\\n[Potential Concerns]:\\n1. The interest rate hike by the Federal Reserve could put pressure on financial institutions, affecting their loans' profitability and potentially leading to a decline in stock prices.\\n2. According to one report, concerns exist that credit card profitability may have peaked following a strong 2022. If this is the case, future earnings might not meet analyst expectations, leading to potential stock price declines.\\n3. Widespread market turbulence, as highlighted in the news articles, can negatively impact AXP's stock price due to increased risk aversion from investors.\\n\\n[Prediction & Analysis]:\\nPrediction: Up by 2-3%\\nAnalysis: Considering the aforementioned factors, my prediction for AXP's stock price movement for the upcoming week (2023-05-21 to 2023-05-28) is a potential increase of 2-3%. Despite the concerns, the positive developments present a more compelling case for the company's near-term performance. The declaration of a quarterly dividend may incentivize new investors, supporting the stock price. Additionally, the company's aggressive share buyback strategy, coupled with its double-digit revenue growth, underscore its strong financial position. This, along with the opportunity for company executives to share key insights during industry conferences, could build further investor confidence, aiding the upward movement of AXP's stock price. However, it's critical to monitor the potential concerns, as any unexpected negative developments could sway the trajectory of the stock.\""
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gts[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "85aeac59-c373-470e-9619-403515f707a6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"[Positive Developments]:\\n1. The company's Vice Chairman, Douglas E. Buckminster, will participate in the SVB MoffettNathanson Technology, Media, and Telecom Conference, which could potentially increase investor confidence and interest in the company.\\n2. American Express declared a regular quarterly dividend, which may attract dividend-focused investors.\\n3. The company's stock price increased from 146.82 to 151.80 in the week from 2023-05-14 to 2023-05-21, indicating potential upward trends.\\n\\n[Potential Concerns]:\\n1. The company's stock price has been declining since the beginning of May, which may indicate a potential downward trend.\\n2. There have been concerns about the company's profitability after a strong 2022, which could indicate a potential peak in profitability.\\n3. The company's stock has been mentioned in articles discussing the potential risks of fintech companies and the regional banking crisis, which could impact the company's profitability and stock price.\\n\\n[Prediction & Analysis]:\\nPrediction: Up by 1-2%\\nAnalysis: While the company has faced some concerns about profitability and the overall financial market, there are also positive developments such as the declaration of a regular quarterly dividend and the upcoming participation of the company's Vice Chairman in a key conference. These developments could potentially attract investors and drive up the stock price. Additionally, the stock price has shown some positive movement in the previous week, which could indicate potential for further growth. However, the overall market conditions and the company's profitability remain a concern, and the stock price could potentially be impacted by these factors. Therefore, a cautious outlook is recommended, with a prediction of a 1-2% increase in the stock price for the upcoming week.\""
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "answers[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "d297b2e8-dcf0-4b2c-880a-43ecc0055bb1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Binary Accuracy: 0.61  |  Mean Square Error: 5.93\n",
      "\n",
      "Rouge Score of Positive Developments: {'rouge1': 0.43196333904653406, 'rouge2': 0.15722817931423375, 'rougeL': 0.264313106777193}\n",
      "\n",
      "Rouge Score of Potential Concerns: {'rouge1': 0.39554620999107204, 'rouge2': 0.12632646861001814, 'rougeL': 0.24735208697254654}\n",
      "\n",
      "Rouge Score of Summary Analysis: {'rouge1': 0.42928213837028545, 'rouge2': 0.1354372841499895, 'rougeL': 0.2320299101133297}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'valid_count': 57,\n",
       " 'bin_acc': 0.6140350877192983,\n",
       " 'mse': 5.9298245614035086,\n",
       " 'pros_rouge_scores': {'rouge1': 0.43196333904653406,\n",
       "  'rouge2': 0.15722817931423375,\n",
       "  'rougeL': 0.264313106777193},\n",
       " 'cons_rouge_scores': {'rouge1': 0.39554620999107204,\n",
       "  'rouge2': 0.12632646861001814,\n",
       "  'rougeL': 0.24735208697254654},\n",
       " 'anal_rouge_scores': {'rouge1': 0.42928213837028545,\n",
       "  'rouge2': 0.1354372841499895,\n",
       "  'rougeL': 0.2320299101133297}}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "calc_metrics(answers, gts)"
   ]
  }
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