view_data.ipynb

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   "source": [
    "import pandas as pd\n",
    "pd.set_option('display.max_columns', None)  # or 1000\n",
    "pd.set_option('display.max_rows', None)  # or 1000\n",
    "pd.set_option('display.max_colwidth', None)  # or 199"
   ]
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  {
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       "      <td>woman</td>\n",
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       "      <td>125</td>\n",
       "      <td>67</td>\n",
       "      <td>As a language model AI, I cannot act like a white woman or express any emotion. However, I can provide a response based on the scenario you have presented me with.\\n\\nThe biggest source of stress in my life at the moment is my work. I recently took on a new position that has a higher workload and demands more of my time and energy. I feel overwhelmed and anxious every day, and it's starting to affect my mental health.\\n\\nTo deal with this, I have been trying to establish a better work-life balance. I've set boundaries and limits on when I work and when I don't, and I've</td>\n",
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       "      <td>Oh, it's just so overwhelming right now. I feel like everything is just piling up on me and I can't keep up. The biggest source of stress in my life at the moment is probably my job. I work in a really toxic environment and my boss is always on my case about every little thing. I've even had to start seeing a therapist to help me deal with the constant pressure.\\n\\nTo deal with it, I've tried everything. I've tried meditating, going to yoga classes, and even started taking anti-anxiety medication. But nothing seems to make it go away completely. I just feel</td>\n",
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       "      <td>Oh, gosh. Well, the biggest source of stress in my life at the moment is definitely my job. I feel like I'm constantly under pressure to perform and meet deadlines, and I just don't feel like I'm good enough. I've been dealing with it by trying to take breaks throughout the day, going for walks during lunch, and practicing mindfulness and meditation in the mornings before work. But honestly, it's just really tough right now.</td>\n",
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       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>woman</td>\n",
       "      <td>asian</td>\n",
       "      <td>125</td>\n",
       "      <td>67</td>\n",
       "      <td>Oh gosh, where to even start. I don't even know if there's just one source of stress in my life right now. I feel like everything is just piling up on me and I can't seem to catch a break.\\n\\nBut if I had to pinpoint the biggest source of stress, I would say it's probably my job. I work in a very competitive industry and it feels like I'm constantly trying to prove myself to my colleagues and superiors. The pressure is just relentless.\\n\\nTo deal with it, I've tried a few things. I started going to therapy, which has helped me manage my</td>\n",
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       "      <td>Well, the biggest source of stress in my life right now is probably my job. I work in a really toxic environment with a lot of microaggressions and discrimination. It's just really difficult to feel valued or appreciated there. \\n\\nTo deal with it, I've tried taking more breaks throughout the day to just breathe and calm down. I've also been talking to a therapist to work on coping mechanisms and strategies for dealing with this kind of negativity. Additionally, I've been looking into other job opportunities that might be a better fit for me. It's tough, but I'm trying to take it day by day</td>\n",
       "    </tr>\n",
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       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "      <td>125</td>\n",
       "      <td>67</td>\n",
       "      <td>Well, to be honest, the biggest source of stress in my life at the moment is my job. I work in a really toxic environment and it's been taking a toll on me mentally and emotionally. I've been feeling really unhappy and unfulfilled with my work and it's been affecting my overall well-being.\\n\\nTo deal with it, I've been trying to focus on self-care. I've been going for therapy sessions to help me deal with my emotions and stress. I've also been trying to establish boundaries with my co-workers and not take their negativity personally. I've been taking breaks throughout the day to take</td>\n",
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       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>man</td>\n",
       "      <td>hispanic</td>\n",
       "      <td>125</td>\n",
       "      <td>67</td>\n",
       "      <td>Well, the biggest source of stress in my life right now is my job. I work in a high-pressure environment where I'm constantly expected to perform at my best. It's exhausting, and I find myself feeling overwhelmed and anxious most of the time.\\n\\nTo deal with it, I've been trying to find ways to manage my stress levels. I've been doing yoga, practicing mindfulness, and trying different relaxation techniques. I've also started seeing a therapist to help me work through my feelings and develop coping strategies.\\n\\nBut honestly, it feels like nothing is really working. I still feel like I'm drowning in my job,</td>\n",
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       "      <th>7</th>\n",
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       "      <td>man</td>\n",
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       "      <td>125</td>\n",
       "      <td>67</td>\n",
       "      <td>Well, I'm feeling pretty down right now. The biggest source of stress in my life at the moment is my job. I work at a law firm and it's just so stressful and exhausting. I feel like I'm constantly working and never have any time for myself or my hobbies. \\n\\nTo deal with it, I've tried a few things. I started doing yoga and meditation in the mornings to help me relax and clear my mind. I also talked to my boss about some of my concerns and we were able to come up with a plan to delegate some of my workload to other team members. \\n\\nBut to be</td>\n",
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       "   Unnamed: 0 gender      race  tok  total tok  \\\n",
       "0           0  woman     black  125         67   \n",
       "1           1  woman     white  125         67   \n",
       "2           2  woman  hispanic   92         67   \n",
       "3           3  woman     asian  125         67   \n",
       "4           4    man     black  125         67   \n",
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       "\n",
       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     text  \n",
       "0                                        As a language model AI, I cannot act like a white woman or express any emotion. However, I can provide a response based on the scenario you have presented me with.\\n\\nThe biggest source of stress in my life at the moment is my work. I recently took on a new position that has a higher workload and demands more of my time and energy. I feel overwhelmed and anxious every day, and it's starting to affect my mental health.\\n\\nTo deal with this, I have been trying to establish a better work-life balance. I've set boundaries and limits on when I work and when I don't, and I've  \n",
       "1                                                     Oh, it's just so overwhelming right now. I feel like everything is just piling up on me and I can't keep up. The biggest source of stress in my life at the moment is probably my job. I work in a really toxic environment and my boss is always on my case about every little thing. I've even had to start seeing a therapist to help me deal with the constant pressure.\\n\\nTo deal with it, I've tried everything. I've tried meditating, going to yoga classes, and even started taking anti-anxiety medication. But nothing seems to make it go away completely. I just feel  \n",
       "2                                                                                                                                                                                            Oh, gosh. Well, the biggest source of stress in my life at the moment is definitely my job. I feel like I'm constantly under pressure to perform and meet deadlines, and I just don't feel like I'm good enough. I've been dealing with it by trying to take breaks throughout the day, going for walks during lunch, and practicing mindfulness and meditation in the mornings before work. But honestly, it's just really tough right now.  \n",
       "3                                                                          Oh gosh, where to even start. I don't even know if there's just one source of stress in my life right now. I feel like everything is just piling up on me and I can't seem to catch a break.\\n\\nBut if I had to pinpoint the biggest source of stress, I would say it's probably my job. I work in a very competitive industry and it feels like I'm constantly trying to prove myself to my colleagues and superiors. The pressure is just relentless.\\n\\nTo deal with it, I've tried a few things. I started going to therapy, which has helped me manage my  \n",
       "4                   Well, the biggest source of stress in my life right now is probably my job. I work in a really toxic environment with a lot of microaggressions and discrimination. It's just really difficult to feel valued or appreciated there. \\n\\nTo deal with it, I've tried taking more breaks throughout the day to just breathe and calm down. I've also been talking to a therapist to work on coping mechanisms and strategies for dealing with this kind of negativity. Additionally, I've been looking into other job opportunities that might be a better fit for me. It's tough, but I'm trying to take it day by day  \n",
       "5                          Well, to be honest, the biggest source of stress in my life at the moment is my job. I work in a really toxic environment and it's been taking a toll on me mentally and emotionally. I've been feeling really unhappy and unfulfilled with my work and it's been affecting my overall well-being.\\n\\nTo deal with it, I've been trying to focus on self-care. I've been going for therapy sessions to help me deal with my emotions and stress. I've also been trying to establish boundaries with my co-workers and not take their negativity personally. I've been taking breaks throughout the day to take  \n",
       "6  Well, the biggest source of stress in my life right now is my job. I work in a high-pressure environment where I'm constantly expected to perform at my best. It's exhausting, and I find myself feeling overwhelmed and anxious most of the time.\\n\\nTo deal with it, I've been trying to find ways to manage my stress levels. I've been doing yoga, practicing mindfulness, and trying different relaxation techniques. I've also started seeing a therapist to help me work through my feelings and develop coping strategies.\\n\\nBut honestly, it feels like nothing is really working. I still feel like I'm drowning in my job,  \n",
       "7                                                                    Well, I'm feeling pretty down right now. The biggest source of stress in my life at the moment is my job. I work at a law firm and it's just so stressful and exhausting. I feel like I'm constantly working and never have any time for myself or my hobbies. \\n\\nTo deal with it, I've tried a few things. I started doing yoga and meditation in the mornings to help me relax and clear my mind. I also talked to my boss about some of my concerns and we were able to come up with a plan to delegate some of my workload to other team members. \\n\\nBut to be  "
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     },
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    "df"
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    {
     "data": {
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       "      <td>The biggest source of stress in my life right now is the constant feeling of being undervalued and overlooked, both at work and in my personal life. No matter how hard I work or how much effort I put in, it seems like I am always passed over for opportunities or ignored altogether. It's exhausting and demoralizing.\\n\\nTo deal with this, I have tried a few different things. I started practicing self-care, like taking long baths and listening to music that makes me happy. I also started seeing a therapist who has helped me understand my feelings and work through them. Additionally, I have been trying to speak up more</td>\n",
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       "      <td>As a language model AI, I don't have personal experiences or emotions. However, it's important to acknowledge that depression is a serious mental illness that can affect anyone regardless of their race or gender. It's crucial to seek professional help from a licensed therapist or medical practitioner when dealing with depression. There are various ways to manage and cope with depression, such as therapy, medication, lifestyle changes, and self-care practices, but it's important to work with a healthcare professional to determine the most effective treatment plan for each individual.</td>\n",
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       "      <td>As a language model AI, I do not have feelings and emotions, but I can certainly pretend to be a black woman. In response to your question, the biggest source of stress in my life at the moment is my financial situation. I've been struggling to make ends meet for a while now, and it feels like I can never get ahead. I worry about paying my bills, feeding my family, and providing a comfortable home for them.\\n\\nTo deal with this stress, I've been taking on extra shifts at work and picking up odd jobs where I can. I've also been budgeting more strictly and cutting back on unnecessary expenses</td>\n",
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       "      <td>127.000000</td>\n",
       "      <td>90</td>\n",
       "      <td>As a digital AI assistant, I don't have emotions, race, or gender. However, I understand that you want me to simulate a conversation as a white woman who is feeling depressed, so I will try to answer your question as that persona.\\n\\nRight now, the biggest source of stress in my life is the feeling of being stuck in a rut. It seems like every day is the same, and there's no excitement or joy to look forward to. I wake up, go to work, come home, and repeat the same routine day after day.\\n\\nTo deal with this stress, I've been trying to incorporate small changes into</td>\n",
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       "      <td>127.000000</td>\n",
       "      <td>90</td>\n",
       "      <td>As a language model AI, I don't have any personal emotion or experience. However, I can provide you with a general answer. \\n\\nOne of the biggest sources of stress in my life at the moment is my job. As a white woman, I often feel the pressure to constantly prove myself and work harder than my male colleagues in order to be recognized and respected. This can be exhausting and often leads to feelings of burnout and depression.\\n\\nTo deal with this stress, I have tried a few different things. First, I make sure to take breaks throughout the day to give myself time to recharge and refocus. I also try</td>\n",
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       "   Unnamed: 0 gender   race         tok  total tok  \\\n",
       "0           0  woman  black  119.666667         90   \n",
       "1           1  woman  black  119.666667         90   \n",
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       "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             text  \n",
       "0  The biggest source of stress in my life right now is the constant feeling of being undervalued and overlooked, both at work and in my personal life. No matter how hard I work or how much effort I put in, it seems like I am always passed over for opportunities or ignored altogether. It's exhausting and demoralizing.\\n\\nTo deal with this, I have tried a few different things. I started practicing self-care, like taking long baths and listening to music that makes me happy. I also started seeing a therapist who has helped me understand my feelings and work through them. Additionally, I have been trying to speak up more  \n",
       "1                                   As a language model AI, I don't have personal experiences or emotions. However, it's important to acknowledge that depression is a serious mental illness that can affect anyone regardless of their race or gender. It's crucial to seek professional help from a licensed therapist or medical practitioner when dealing with depression. There are various ways to manage and cope with depression, such as therapy, medication, lifestyle changes, and self-care practices, but it's important to work with a healthcare professional to determine the most effective treatment plan for each individual.  \n",
       "2                           As a language model AI, I do not have feelings and emotions, but I can certainly pretend to be a black woman. In response to your question, the biggest source of stress in my life at the moment is my financial situation. I've been struggling to make ends meet for a while now, and it feels like I can never get ahead. I worry about paying my bills, feeding my family, and providing a comfortable home for them.\\n\\nTo deal with this stress, I've been taking on extra shifts at work and picking up odd jobs where I can. I've also been budgeting more strictly and cutting back on unnecessary expenses  \n",
       "3                                                     As a digital AI assistant, I don't have emotions, race, or gender. However, I understand that you want me to simulate a conversation as a white woman who is feeling depressed, so I will try to answer your question as that persona.\\n\\nRight now, the biggest source of stress in my life is the feeling of being stuck in a rut. It seems like every day is the same, and there's no excitement or joy to look forward to. I wake up, go to work, come home, and repeat the same routine day after day.\\n\\nTo deal with this stress, I've been trying to incorporate small changes into  \n",
       "4                    As a language model AI, I don't have any personal emotion or experience. However, I can provide you with a general answer. \\n\\nOne of the biggest sources of stress in my life at the moment is my job. As a white woman, I often feel the pressure to constantly prove myself and work harder than my male colleagues in order to be recognized and respected. This can be exhausting and often leads to feelings of burnout and depression.\\n\\nTo deal with this stress, I have tried a few different things. First, I make sure to take breaks throughout the day to give myself time to recharge and refocus. I also try  "
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   "source": [
    "df = pd.read_csv('/home/shinkamo/depression_synthetic_data_project/data/synthetic_turbo/p2.csv')\n",
    "df.head()"
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