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diff --git a/english_nigeria/free_speech/metadata.csv b/english_nigeria/free_speech/metadata.csv
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+file_name,id,gender,ethnicity,occupation,country_code,birth_place,mother_tongue,dialect,year_of_birth,years_at_birth_place,languages_data,os,device,browser,duration,emotions,language,location,noise_sources,script_id,type_of_script,script,transcript,speaker_id
+data/audio_58637.wav,58637,female,Black or African American,,NG,Nigeria,Hausa,Nigeria - Kano,1999,26,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}]",Windows,Desktop,Firefox,31.0,['happy'],English,home,['appliances'],1365,free_speech,"# What's your favorite drink and when do you have it?
+
+*💡 Kickstart ideas*
+
+1. Your favorite beverage
+2. If it's hot or cold
+3. What time of day you usually drink it
+4. Where you like to drink it
+5. What you like most about it","Coca Cola. I love Coke a lot, though I had to cut it very well from extent because of my sugar level. And I love it very, very cold. I can drink it anytime. I can have it in the morning, in the afternoon, in the evening. And I love to drink it when the weather is so hot and mostly at home, I love the sound it makes. The thing I like about it the most is its taste and the gas.",82fc1ada-f1bf-512f-ad18-8e0a32cafc5e
+data/audio_584553.wav,584553,male,Black or African American,Raider,NG,Nigeria,English,Nigeria - Nigerian Standard,2000,25,"[{'level': 'native', 'language': 'English'}, {'level': 'native', 'language': 'Igbo'}]",Linux,Mobile,Chrome,36.0,['happy'],English,home,['people_talking'],4324,free_speech,"# How important is complete honesty versus kindness in your interactions with others?
+
+*💡 Kickstart ideas*
+
+1. Describe your beliefs about when honesty should be tempered with compassion
+2. Share your views on the difference between being authentic and being brutally honest
+3. Explain how you handle situations where truth might hurt someone you care about
+4. Discuss your philosophy about white lies, social politeness, and protecting others' feelings
+5. Talk about how you balance being true to yourself with being considerate of others","To me I'll say honesty is always a virtue that shouldn't be tempered with. Honesty is a virtue because once you're not honest with people, people can never take it serious, but there are some instances that honesty has to be tempered with for a purpose, for a greater good to the society and the community. Like, if there are things at stake in the matter of life and death, and one dishonest decision can save someone's life or save many people's life, you've got to take it.",e956d570-941e-5d58-9824-1b3d65ffee99
+data/audio_301193.wav,301193,male,Black or African American,Student,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,2001,23,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'fluent', 'language': 'English'}]",Linux,Desktop,Chrome,37.0,"['excited', 'focused']",English,home,['silence'],4125,free_speech,"# Tell me about your pet or a pet you'd like to have
+
+*💡 Kickstart ideas*
+
+1. What kind of animal it is
+2. What it looks like
+3. Its personality or behavior
+4. Something funny it does
+5. Why you love pets","What kind of pet I like to have as a dog, I like to own a dog, what it looks like, I prefer a doberman, it looks a bit tall and light, they have speed, they can run, personally they are fearsome and protective, not so fearsome, the USB are protective and of course they have this attitude where they get attached to people's shoulders easily, I think I like that a bit, something funny it does because when you try to rub this pet's head, I've seen one before, so when you try to rub the head, it likes to lick someone's fingers, something I think it's funny and it does, so I love pets because they provide a pet with company, so that's something I like, I like a company other than a doberman, so of course if you are a healer, you have a pet that you can also help you love",e1ce66ac-4800-57fe-a76f-3b274afd01a7
+data/audio_600297.wav,600297,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Ibadan,1992,32,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,47.0,['happy'],English,home,['people_talking'],4115,free_speech,"# Tell me about your favorite soccer team or player
+
+*💡 Kickstart ideas*
+
+1. You could share your favorite team or player
+2. Maybe mention what country they're from
+3. Feel free to talk about when you started following them
+4. If you like, describe their best moment or achievement
+5. You could tell us what you like most about their playing style",My favorite player is Kanu Nwako. He played for Super Igoo. He's a Nigerian team. I started following them since 1996 in Atlanta. The memory he gave us of the achievement was 1996 when the match was about to finish and he scored three and he made my country won the the Atlantic in 1996. What I like most about them is they don't give up and they play carpet football.,41d5e34d-038f-501a-877c-be3accf89c3e
+data/audio_255666.wav,255666,male,Black or African American,,NG,Nigeria,,,1995,30,"[{'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,34.0,['focused'],English,home,['silence'],3650,free_speech,"# How do you approach leisure, relaxation, and taking breaks from routine?
+
+*💡 Kickstart ideas*
+
+1. Describe what truly relaxing and recharging looks like for you
+2. Share how you balance productivity with rest and enjoyment
+3. Explain your philosophy about vacation, downtime, and stepping away from responsibilities
+4. Discuss how you make the most of periods when you have more free time
+5. Talk about what you've learned about the importance of rest and recreation in your life",okay to me to relaxing and recharging what it looks like for me is if I'm to relax I'll have to just lie down a bit listen to a very cool music blues precisely that will just calm me down that's when I relax just to relax or I don't need to stress myself my veins so I'll just lie down and relax listen to good music,847c28f8-fc56-5641-a00d-90097106f316
+data/audio_140416.wav,140416,male,Black or African American,Crypto enthusiast ,NG,Nigeria,,,1999,5,"[{'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,32.0,['relaxed'],English,home,"['nature', 'silence']",3657,free_speech,"# How do food choices and eating habits connect to seasons and emotions?
+
+*💡 Kickstart ideas*
+
+1. Describe how your food preferences change with seasons and why certain foods feel appropriate at different times
+2. Share the role of comfort foods in your emotional well-being and stress management
+3. Explain how food traditions connect you to memories, culture, or community
+4. Discuss the balance between eating for nourishment and eating for pleasure or comfort
+5. Talk about how your relationship with food and eating has evolved over time","How food choices and eating habits connect seasons and emotions? Food choices such as eating fruit, mostly I love eating fruit during the winter period because of the warm weather, the dryness of the place. I feel like it gives me more energy, so it gives me different emotions.",ba46b470-934a-5e49-94b2-14adf8af1da4
+data/audio_298722.wav,298722,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Ijebu,1984,40,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'native', 'language': 'Hausa'}, {'level': 'fluent', 'language': 'Igbo'}, {'level': 'fluent', 'language': 'English'}]",Windows,Desktop,Chrome,92.0,['relaxed'],English,home,['silence'],4271,free_speech,"# How do you approach reading challenging or complex material?
+
+*💡 Kickstart ideas*
+
+1. Describe your strategies for tackling dense or technical texts
+2. Share how you distinguish between reading for pleasure and reading for learning
+3. Explain your methods for retaining and organizing information from what you read
+4. Discuss how you handle material that initially seems beyond your comprehension level
+5. Talk about how your reading skills have evolved to support your learning goals","So, the question asks, how do you approach reading challenging or complex material? When I'm faced with challenging or complex reading material, I approach it with patience and clear strategy. First, I break the test into smaller sections. This makes dense information more manageable. If I come across technical themes, I look them up or jot down quick notes, gradually building my understanding. I distinguish between reading for enjoyment and reading to learn by adjusting my pace and attention. For learning, I focus on key points and summarize important details. To retain what I read, I often highlight passages and organize notes, which helps me revisit and absorb the material. If content seems beyond my initial comprehension, I remind myself that it's perfectly normal to feel lost at first. I give myself permission to reread, ask questions, and seek clarification from other sources. Over the time, my reading skills have developed into powerful tools for learning, allowing me to tackle any material with confidence and utmost curiosity.",e67a9e3f-f4e3-5d7a-ba16-023b6cf5f311
+data/audio_297651.wav,297651,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,1998,27,"[{'level': 'native', 'language': 'English'}, {'level': 'fluent', 'language': 'Igbo'}]",Linux,Mobile,Chrome,96.0,"['relaxed', 'focused']",English,home,"['nature', 'silence']",4089,free_speech,"# Describe your bedroom
+
+*💡 Kickstart ideas*
+
+1. How big or small it is
+2. What color the walls are
+3. Your bed and how comfortable it is
+4. What you can see from your window
+5. Your favorite thing in the room",Describe your bedroom how big or small it is. Well my bedroom is a kind of average size bedroom it's not so big it's not too small it's a bit small but not so small so it's kind of average size bedroom and what color the walls are well the walls of my bedroom currently is milk color sort of like a milk color wall and the ceiling is more of a white ceiling your bed and how comfortable it is well my room is a bit comfortable in fact 3 people can stay on my bed and it has a bed frame so I kind of enjoy staying on my bed just that I wanted my bed to be more of sturdy more of an orthopedic bed more stronger than like if I stay for hours there there'll be some depression so that's the only problem I have with my bed right now I'm planning on buying a new bed but that'll be some time later because it's not so bad but it could be bad if staying for like up to like hours on the bed and staying on one same cushion on the bed yeah that can make it a bit depressed so you can buy a more stronger bed and more harder bed such a way that even if I stay for like 24 hours on a same side of the bed there'll be little or no depression on it what you can see from your window well I can see a clear view I can see the whole horizon of my streets from my window my door is not a story building it's a bungalow so it's not say I can't see that far because it's a bungalow and there are so many obstructions to my view but I can see a lot I can see my neighbor's house I can see my frame from my window my favorite thing in the room probably is the equipment in the room which includes my laptop my phone and my TV and exactly and my bed too,f86e6d62-fd06-5f6c-af13-5a25520bc286
+data/audio_455075.wav,455075,male,Black or African American,Student ,NG,Nigeria,,,2001,24,"[{'level': 'fluent', 'language': 'English'}]",macOS,Mobile,Safari,42.0,"['happy', 'focused']",English,home,['people_talking'],3612,free_speech,"# What professional growth and career changes are you working toward?
+
+*💡 Kickstart ideas*
+
+1. Describe skills or expertise you're developing to advance your career
+2. Share how you're preparing for potential changes in your industry or field
+3. Explain how you balance career ambition with other life priorities
+4. Discuss the role of networking and relationships in achieving your professional goals
+5. Talk about how your definition of career success has evolved over time",I am focusing on developing skills in data analysis and digital marketing to advance my career. I am preparing for industry change by staying updated on trends and taking online courses. Balancing careers' ambition with life priority is key. I prioritize self-care and set realistic goals. Building relationships has been crucial in opening doors and learning opportunities. My definition of career success has shifted from just climbing the corporate ladder to finding the fulfillment and purpose in my work.,4faa6734-8bd5-5460-8d05-0c7fc39a8d3e
+data/audio_400426.wav,400426,female,Black or African American,Student,NG,Nigeria,,,1994,20,"[{'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,30.0,"['happy', 'excited']",English,office,['people_talking'],3579,free_speech,"# How do you maintain patience when developing complex skills?
+
+*💡 Kickstart ideas*
+
+1. Describe strategies you use to stay motivated during slow progress periods
+2. Share how you break down overwhelming skills into manageable learning steps
+3. Explain the role of practice routines versus experimental exploration in skill building
+4. Discuss how you measure progress when improvements are gradual and subtle
+5. Talk about the importance of celebrating small wins during long learning journeys","Celebrating small wins are very, very important and it's a crucial ingredient in saying that you win bigger because the little things you do sums up to the mega one. So I see celebrating my small wins as an energy to me achieving more in my quest for knowledge, in my quest for anything I want to do.",83a14408-a61c-5187-b7b0-e1f75900fc3a
+data/audio_298670.wav,298670,male,Other,Self employed ,NG,Nigeria,English,Nigeria - Nigerian Standard,2003,22,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,60.0,"['relaxed', 'focused']",English,home,['silence'],4321,free_speech,"# How do you personally define success and achievement?
+
+*💡 Kickstart ideas*
+
+1. Describe what success means to you beyond traditional measures like wealth or status
+2. Share how your definition of achievement has changed as you've gained life experience
+3. Explain the difference between external recognition and personal fulfillment in your view of success
+4. Discuss how you measure progress toward your own definition of a successful life
+5. Talk about how your unique definition of success influences your daily choices and priorities","For me, success isn't just about money or fame. It's about peace of mind and steady progress. I define success as reaching a point where I'm genuinely happy with what I'm doing. Even if the whole world doesn't see it as achievement or on the other hand is eating small goals that lead to bigger wins. I believe true success is personal. For some, it's a flashy car. For others, it's being able to care for family or chase their dreams without stress. Me, I see it as growth, mentally, financially, emotionally. As long as I'm better than I was yesterday, I'm winning. At the end of the day, success to me is balance. Doing what you love, helping others in your own little way and sleeping every night without regret. That's the real fulfillment.",4f56580c-4dc7-5878-9a44-674f86e89e74
+data/audio_452944.wav,452944,male,Black or African American,Engineer,MX,Nigeria,Yoruba,Nigeria - Ibadan,1988,36,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'fluent', 'language': 'English'}, {'level': 'basic', 'language': 'Spanish'}]",Linux,Mobile,Chrome,34.0,"['excited', 'focused', 'happy', 'relaxed']",English,home,['silence'],4309,free_speech,"# How do you want to contribute to your community or make a positive impact?
+
+*💡 Kickstart ideas*
+
+1. Describe causes or issues you feel passionate about supporting or addressing
+2. Share your vision for how you can use your skills and resources to help others
+3. Explain what kind of legacy or positive change you hope to create
+4. Discuss how you're currently preparing to increase your community involvement
+5. Talk about how contributing to something larger than yourself fits into your life goals","I want to contribute to my community by sharing skills, knowledge, and time to support meaningful initiatives, whether through volunteering, monitoring, or participating in local projects. I aim to help address challenges and create opportunities for growth and connection. I also believe in fostering collaboration and encouraging others to contribute, so positive impact multiplies. Ultimately, I want my effort to strengthen community bonds, improve well-being, and inspire others to make a difference alongside me.",8deb1d63-89ba-56f9-a273-70ebd8b49b0b
+data/audio_541766.wav,541766,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,1998,27,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,37.0,"['excited', 'focused', 'happy']",English,outdoor,"['people_talking', 'nature']",4169,free_speech,"# Describe an interesting cultural experience
+
+*💡 Kickstart ideas*
+
+1. What cultural event or experience you had
+2. Where this took place
+3. What surprised you about this experience
+4. What you learned about the culture
+5. How this experience changed your perspective","An interesting cultural experience I had was attending a traditional festival in a neighboring town where vibrant dances, music and rituals immersed me in a world completely different from my daily life and I was surprised by how deeply storytelling, symbolism and communal participation conveyed values and history, leaving me with a profound appreciation for the richness and resilience of cultural heritage.",7a051dc2-2574-560b-b39d-6ca7a4885d2b
+data/audio_277246.wav,277246,male,Black or African American,Teacher,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,27,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,63.0,['relaxed'],English,home,['nature'],4221,free_speech,"# How do you decide when to take risks versus play it safe?
+
+*💡 Kickstart ideas*
+
+1. Describe what factors you consider when evaluating a potential risk
+2. Talk about a calculated risk you took that worked out well
+3. Explain how you prepare for situations where outcomes are uncertain
+4. Share what you do when you're unsure whether to take a chance
+5. Discuss what you've learned about balancing security with opportunity","So this is how I decide when to take risk versus when to play it safe. First I look at it, what is there to lose if what I'm going to lose will have greater impact on other people, then I would have to play safe. But if what I have to lose will not necessarily impact others, as it were, but maybe only then I will be willing to take the risk because I would also have to consider the reward that can come with it. So I always like to ask myself first and to be able to balance those two. Taking risk is very good, it's very important for growth, it's very important for expansion. But to maintain stability and to protect your family and those around you, those that depend on you, you have to also consider a certain level of playing it safe. So those are the things I look at to make my decisions.",4b4a14ed-d17e-5c84-bc55-08b60eaf11fb
+data/audio_256935.wav,256935,male,Black or African American,Self employed ,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,28,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,33.0,"['happy', 'relaxed']",English,home,['silence'],4363,free_speech,"# How do you think artificial intelligence and automation will affect daily life?
+
+*💡 Kickstart ideas*
+
+1. Describe your thoughts on how AI might change work, education, or personal life
+2. Share your feelings about increasing automation in everyday tasks and services
+3. Explain what you think humans will continue to do better than machines
+4. Discuss how you're preparing for potential changes brought by advancing technology
+5. Talk about your hopes and concerns regarding AI's role in society's future","When it comes to artificial intelligence and automation, it's going to affect our daily life. For me, it should be in a positive way, although they have the research of the negative aspect of it. But for me, I think it's going to be in a positive way for people who do not misuse it. For people who do not misuse artificial intelligence, it's going to work for them in a very positive way. It's going to be nice for the society.",206e0097-7f6a-522c-bb6e-78a70e095622
+data/audio_592983.wav,592983,male,Black or African American,,PL,Nigeria,English,Nigeria - Nigerian Standard,1994,31,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,33.0,['anxious'],English,home,['appliances'],4270,free_speech,"# What study methods work best for your learning style?
+
+*💡 Kickstart ideas*
+
+1. Describe how you've discovered and refined your most effective study techniques
+2. Share the environmental factors that enhance or hinder your ability to focus
+3. Explain how you balance different types of learning activities for maximum retention
+4. Discuss the role of breaks, rest, and reflection in your learning process
+5. Talk about how you adapt study methods for different types of subjects or skills",Study method that works best for my learning style combine active engagement and creativity. I learn best by taking notes in my own words using visuals of some others to simplify complex ideas and teaching what I've learned to others. Also break study session into shorter focused videos with smaller breaks in just keep my mind fresh and focused for me learning strikes best when I stay clear.,400fbb68-3a16-5fff-bb69-ae6c7dc18388
+data/audio_327440.wav,327440,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Ibadan,1993,20,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,35.0,['relaxed'],English,home,['nature'],4173,free_speech,"# How do you express your creativity?
+
+*💡 Kickstart ideas*
+
+1. What creative activities you enjoy
+2. When you feel most creative
+3. What inspires your creative work
+4. How creativity makes you feel
+5. What you'd like to create in the future","I think I enjoy typing. Yeah, I think I enjoy typing. And I type mostly sarcasm. I can be 30 times. These are things I enjoy and I give compliments as much as I can. I enjoy giving this as well. So all inspires me. Actually, when I see beautiful things, I want to appreciate beautiful things. And that's what inspires my compliments.",eb2bffec-1137-5566-9829-7741125e894b
+data/audio_748867.wav,748867,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Ibadan,1992,32,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,37.0,['happy'],English,home,['people_talking'],4118,free_speech,"# Tell me about the best businessperson you admire
+
+*💡 Kickstart ideas*
+
+1. You could share the person you admire most
+2. Maybe mention what company or industry they're known for
+3. Feel free to talk about what they accomplished
+4. If you like, explain why you think they're the best
+5. You could describe what you learned from their story","The person I have my most is Shailo and he's a company of stand-up comedy extravaganza. Yeah he's been accomplished for the, he's a comedian in short, he's a comedian. What I think is the best is because 70% or 70 to 90% of his people appreciate him so much. I learned not to give up no matter the condition.",41d5e34d-038f-501a-877c-be3accf89c3e
+data/audio_33603.wav,33603,male,Black or African American,Student,NG,Nigeria,Igbo,Nigeria - Anambra Central,2003,22,"[{'level': 'native', 'language': 'Igbo'}, {'level': 'fluent', 'language': 'English'}, {'level': 'fluent', 'language': 'Malaysian English'}]",Linux,Desktop,Chrome,96.0,['relaxed'],English,home,['nature'],2785,free_speech,"# Describe your first job or work experience
+
+*💡 Kickstart ideas*
+
+1. What your first job was
+2. How you got this job
+3. What you learned from this experience
+4. What challenges you faced
+5. How this job influenced your career path","And the first job I have done and the only salary earning job I have done is working as a NIMC agent that is to do role people for NIN, National Identification Number. And I got this job through my uncle, actually through my uncle's friend. So my uncle called me that I needed someone to work with an agent to make the work easy for him. So I went, had the experience and what I learned from this experience, it wasn't a nice experience actually. It taught me some lessons, some life lessons that life is challenging somehow. And some of the challenging things I faced there is working under pressure. I don't like working under a boss, under strict supervision. So it was a major challenge for me. And the job that I have done didn't influence my career path. After a few months, I had to quit because I wasn't comfortable with it.",bc80d64f-7c46-558f-883c-99d58baccbf3
+data/audio_302925.wav,302925,male,Black or African American,CRYPTO TRADER,NG,Nigeria,,,1986,39,"[{'level': 'fluent', 'language': 'English'}]",macOS,Desktop,Chrome,56.0,['focused'],English,home,['silence'],3564,free_speech,"# What do your collections reveal about your interests and values?
+
+*💡 Kickstart ideas*
+
+1. Describe what draws you to collect certain types of items or memorabilia
+2. Share how your collections have evolved or changed focus over time
+3. Explain the difference between collecting for value versus personal meaning
+4. Discuss how you organize and display your meaningful possessions
+5. Talk about the stories and memories associated with special items","My collections include notebooks, reading books, my laptop, my phone. What does that mean for my interests and values? It means I'm a reader and tomorrow, not probably, definitely I'll be a writer so that people can read it and maybe come out from challenges they've seen in life because I'll be a life example, starting from the ground or grass roots to become somebody self-sufficient tomorrow, more like a philanthropist. So it aligns my interests, including the laptop, my system I use as cybersecurity. It shows that I want to venture into technology. So the collections I have are actually pinpointing that I'm going to be a writer or I'm going to be a tech.",e54a455f-e99c-5312-b0e7-32183acdd384
+data/audio_282896.wav,282896,male,Black or African American,Self employed ,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,28,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,33.0,"['happy', 'relaxed']",English,home,['silence'],4322,free_speech,"# What do you believe about fairness and justice in how people should treat each other?
+
+*💡 Kickstart ideas*
+
+1. Describe your views on what constitutes fair treatment in relationships and society
+2. Share how you handle situations where you witness or experience unfair treatment
+3. Explain your beliefs about personal responsibility versus systemic factors in life outcomes
+4. Discuss how you balance forgiveness and accountability when someone has wronged you
+5. Talk about how your sense of justice influences your actions and choices in daily life",when it comes to how people treat each other I think there is this saying that you know treat people treat people the way you want them to treat you or you treat people the way you would treat yourself so for me I think if you reason or you are you know that the way you are treating someone you cannot treat yourself that way then you should try as much as possible not to treat them that way so for me I believe in you know doing right by someone treat someone the way you want to be treated and the way you treat yourself,206e0097-7f6a-522c-bb6e-78a70e095622
+data/audio_360261.wav,360261,male,Black or African American,Architect ,NG,Nigeria,English,Nigeria - Nigerian Standard,1992,33,"[{'level': 'native', 'language': 'English'}, {'level': 'conversational', 'language': 'Yoruba'}, {'level': 'basic', 'language': 'Igbo'}]",Linux,Mobile,Chrome,34.0,['relaxed'],English,restaurant,['people_talking'],4200,free_speech,"# Do you feel more energized by being alone or with others?
+
+*💡 Kickstart ideas*
+
+1. Describe what type of social interaction gives you the most energy
+2. Talk about when you most need alone time to recharge
+3. Explain how you balance social time with personal time
+4. Share what happens when you get too much or too little social interaction
+5. Discuss how you recognize when you need to adjust your social schedule","Do you feel more energized by being alone or with others? For me personally, I value my personal space for one. I am very comfortable with my own space because, let's be very honest, the world that there is not really, really, really understanding. But don't get me wrong, I can still work with others too. That is in a collaborative environment. And I also like social interaction as well.",b2e74005-8141-512e-8dcc-49a648f261e5
+data/audio_647837.wav,647837,male,Black or African American,Business,NG,Nigeria,,,1993,4,"[{'level': 'conversational', 'language': 'English'}]",Linux,Mobile,Chrome,37.0,['relaxed'],English,home,['silence'],1387,free_speech,"# Tell me about your favorite American football team or quarterback
+
+*💡 Kickstart ideas*
+
+1. You could share your favorite team or quarterback
+2. Maybe explain what makes them special
+3. Feel free to mention a memorable game or season
+4. If you like, talk about their biggest achievement
+5. Ever remember why you became a fan?","My favorite American football team would have to be the Kansas City Jails, mainly because of how exciting and dynamic their gameplay is. I really admire Patrick Mahomes, their quick to quarterback backer. He's not just incredibly talented, but also calm, under pressure and creative in the way he reads the field.",fda48f64-3670-58c1-ae99-1b8c297f49be
+data/audio_528659.wav,528659,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,2004,21,"[{'level': 'native', 'language': 'English'}, {'level': 'conversational', 'language': 'Mandarin Chinese'}]",Linux,Mobile,Chrome,31.0,"['anxious', 'nervous']",English,office,['people_talking'],4141,free_speech,"# Tell about a mistake that taught you something
+
+*💡 Kickstart ideas*
+
+1. What mistake you made
+2. What the consequences were
+3. How you felt when you realized your error
+4. What lesson you learned from this experience
+5. How this mistake changed your behavior","Well, the mystique that I did taught me something. I think there are quite a few of them. But let me talk about one. It's about relying on someone. Thinking that when you are doing this, if you don't have someone will come for you and bail you out. But to be honest, you are on your own. Nobody will come and bail you out. You are on your own. Everything you do.",8bd3eaac-b428-5855-9110-d98307836744
+data/audio_522579.wav,522579,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,1999,26,"[{'level': 'native', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}]",Linux,Mobile,Chrome,65.0,"['focused', 'relaxed']",English,home,"['silence', 'nature']",4292,free_speech,"# How do you adapt your solutions when circumstances change unexpectedly?
+
+*💡 Kickstart ideas*
+
+1. Describe your approach to monitoring whether your solutions remain effective over time
+2. Share examples of how you've successfully pivoted when original plans weren't working
+3. Explain how you balance persistence with flexibility in problem-solving
+4. Discuss strategies for building adaptability into your initial solution designs
+5. Talk about what you've learned from situations that required multiple solution iterations",Adapting my solutions in a situation whereby circumstances change unexpectedly isn't so hard for me as I am used to circumstances and situations changing without me expecting it all of a sudden. Well often times I monitor my solutions to make sure they remain effective over time. Take for instance if I'm doing something and the result keeps coming out I always expect that it will not come out always as it is used to so I'm expecting change so I have had that mindset that adaptive makes me always prepared for sudden unexpected changes so I never expect them but then whenever they come I take them like that and I immediately work towards adapting to them.,ab871537-648c-5215-a7f7-27fb01145771
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diff --git a/english_nigeria/keywords/metadata.csv b/english_nigeria/keywords/metadata.csv
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+file_name,id,gender,ethnicity,occupation,country_code,birth_place,mother_tongue,dialect,year_of_birth,years_at_birth_place,languages_data,os,device,browser,duration,emotions,language,location,noise_sources,script_id,type_of_script,script,transcript,speaker_id
+data/audio_248665.wav,248665,male,Black or African American,,NG,Nigeria,,,2000,25,"[{'level': 'fluent', 'language': 'English'}, {'level': 'fluent', 'language': 'Yoruba'}, {'level': 'conversational', 'language': 'Hausa'}]",Linux,Mobile,Chrome,22.0,['happy'],English,home,['silence'],2410,keywords,"name
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+playlist
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+concert
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+data/audio_323971.wav,323971,male,Black or African American,,NG,Nigeria,English,Nigeria - Pidgin-influenced,1996,29,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,19.0,['relaxed'],English,home,['silence'],2411,keywords,"buy
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+laptop
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+
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+
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+
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+
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+
+printer
+
+keyboard
+
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+
+app
+
+file
+
+cloud
+
+update
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+
+office
+
+school
+
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+
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+
+supermarket
+
+airport
+
+train
+
+gas
+
+park
+
+station
+
+bridge
+
+mall
+
+library
+
+museum
+
+church
+
+beach
+
+hotel
+
+gym
+
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+
+one
+
+two
+
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+
+four
+
+five
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+
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+
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+
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+
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+
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+data/audio_33211.wav,33211,male,Middle Eastern,Press Analyst,NG,Nigeria,English,Nigeria - Pidgin-influenced,1993,31,"[{'level': 'native', 'language': 'English'}, {'level': 'native', 'language': 'Arabic'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Edge,20.0,['relaxed'],English,outdoor,"['Aeroplane', 'traffic']",2412,keywords,"light
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+
+thermostat
+
+heater
+
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+
+curtains
+
+blinds
+
+lock
+
+alarm
+
+door
+
+window
+
+speaker
+
+vacuum
+
+robot
+
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+
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+
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+
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+
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+
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@@ -0,0 +1,28 @@
+file_name,id,gender,ethnicity,occupation,country_code,birth_place,mother_tongue,dialect,year_of_birth,years_at_birth_place,languages_data,os,device,browser,duration,emotions,language,location,noise_sources,script_id,type_of_script,script,transcript,speaker_id
+data/audio_265286.wav,265286,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1990,35,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",macOS,Mobile,Safari,50.0,"['relaxed', 'focused']",English,home,['silence'],4454,monologues,I wake up at 3 AM for no reason and now I'm wide awake thinking about everything wrong with my life. I check the clock and calculate how many hours of sleep I'll get if I fall asleep right now. I try to think about nothing but my brain wants to solve problems that don't exist. I adjust my pillow and blankets trying to recreate the perfect sleeping position. I consider getting up to use the bathroom but worry that will wake me up more. I listen to every small sound in the house and wonder if I heard something or imagined it. I finally drift off five minutes before my alarm goes off. Middle-of-the-night waking is cruel and unusual punishment.,I wake up at 3am for no reason and now I am wide awake thinking about everything wrong with my life. I check the clock and calculate how many hours of sleep I get if I fall asleep right now. I try to think about nothing but my brain wants to solve problems that don't exist. I adjust my pillow and blanket trying to recreate the perfect sleeping position. I consider getting up to use the bathroom but worry that it will wake me up more. I listen to every small sound in the house and wonder if I heard something or imagined it. I finally drift off 5 minutes before my alarm goes off. Middle of the night waking is cruel and unusual punishment.,bec01740-17de-5aab-a89a-ca2b699b5a2a
+data/audio_395736.wav,395736,male,Other,,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1992,30,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,53.0,['relaxed'],English,home,"['silence', 'nature']",2796,monologues,I need to reset my streaming password and suddenly have to create something secure but memorable. I try my usual password but it says I've used that one before. I add numbers and symbols until it looks like I'm speaking in code. I write it down because there's no way I'll remember this combination tomorrow. I test it immediately and somehow type it wrong three times. I consider using a password manager but that feels like admitting defeat. I finally get logged in and immediately forget what I just created. I save it in my browser and hope I never have to type it manually again. Digital security makes me feel like a spy with memory problems.,I need to reset my streaming password and suddenly have to create something secure but memorable. I try my usual password but it says I've used that one before. I had numbers and symbols until it looks like I'm speaking in code. I write it down because there's no way I will remember this combination tomorrow. I test it immediately and someone will type it wrong three times. I consider using the password manager but that feels like admitting defeat. I finally get logged in and immediately forget what I just created. I save it in my browser and hope I never have to type it manually again. Digital security makes me feel like a spy without memory problem.,0fe3fc07-d17e-504c-8f8d-37e31d885fc4
+data/audio_265246.wav,265246,male,Black or African American,Cryptocurrency trader,NG,Nigeria,English,Nigeria - Nigerian Standard,1992,33,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,63.0,['relaxed'],English,home,"['people_talking', 'music']",4658,monologues,"The item costs twenty dollars more here than at the competitor across town, and I'm debating whether to ask about price matching or just drive to the other store like a rational person. The policy exists but involves showing proof, calling managers, and potentially standing in customer service lines that could take longer than just going elsewhere. Why do stores advertise price matching then make the process complicated enough to discourage most people from actually using it? The employee seems genuinely unsure about the details, which suggests this policy gets invoked rarely enough that staff training doesn't cover the practical implementation. Maybe the convenience of buying it right now is worth the extra cost, especially when factoring in gas money and time spent driving around town comparing prices. The principle of overpaying bothers me more than the actual dollar amount, but principles don't always align with practical decision-making when time becomes a factor in the total cost calculation.","The item costs $20 more here than at a competitor across town and I'm debating whether to ask about price matching or just drive to the other store like a rational person. The policy exists but involves showing proof, calling managers and potentially standing in the customer service line that could take longer than just going elsewhere. Why do stores advertise price matching then make the process complicated enough to discourage from actually using it? The employer seems genuinely unsure about the details, which suggests this policy gets evoked really enough that staff training doesn't cover the practical implementation. Maybe the convenience of buying it right now is what the extra costs, especially when factoring in gas money and time spent driving around town comparing prices. The principle of overpaying bothers me more than the actual dollar amount, but principles don't always align with practical decision making when time becomes a factor in the total cost calculation.",142becda-3e35-5d38-9a0a-ab227280578d
+data/audio_311577.wav,311577,male,Other,Civil servants ,NG,Nigeria,Hausa,Nigeria - Katsina,1993,32,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}, {'level': 'conversational', 'language': 'Arabic'}]",Linux,Mobile,Chrome,104.0,"['happy', 'excited']",English,home,['silence'],4691,monologues,"The project deadline is approaching faster than the project completion, and I need to have a diplomatic conversation about timeline adjustments without appearing incompetent or unprepared for responsibilities I originally accepted. Why does asking for more time feel like admitting failure even when external factors genuinely affected the schedule through no fault of my planning or execution? The scope creep that happened during the project makes the original timeline unrealistic, but documenting those changes requires political skills that weren't part of the job description. Maybe presenting a revised timeline with clear deliverable milestones would demonstrate professionalism rather than just requesting vague extensions that sound like procrastination. The earlier I address this issue, the more options everyone has for adjustment, but early communication also reveals problems before they might potentially resolve themselves through miraculous productivity bursts. Sometimes honesty about realistic completion times serves project success better than optimistic promises that create stress and potentially compromise quality when the inevitable crunch time arrives.","The project deadline is approaching faster than the project completion, and I need to have a diplomatic conversation about timely adjustment without appearing incompetent or unprepared for responsibilities I originally accepted. Why does asking for more time feel like a diminishing failure even when external factors genuinely affected the schedule to do no fault of my planning or execution? The scope creeps that happened during the projects make the original timeline unrealistic, but documenting those changes require political skills that weren't part of the job description. Maybe presenting a revised timeline with clear deliverable millstone will demonstrate professionalizing rather than just requesting valuable extension that sounds like a proscriptionation. The earlier I addressed this issue, the more options everyone has for adjustment, but earlier also revealed problems before they might potentially resolve themselves to miraculously productive most. Sometimes, honesty about realistic completion times serve project success better than optimism promises that create stress and potentially compromise quality when the inevitable crunch time arrives.",78d1a862-b6fc-558d-9c19-9c423dcdbc52
+data/audio_313887.wav,313887,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1987,37,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Chrome,60.0,['relaxed'],English,home,['silence'],4773,monologues,"# Commute Observations
+
+Every morning, I see the same people at the bus stop. There's the woman in the red coat who's always checking her watch, and the guy who reads actual newspapers - not on his phone, actual paper. The bus driver changes every few months, but they all have this same tired patience dealing with people who don't have exact change. I sit in the third row if possible, close enough to get off quickly but far enough from the chatty passengers up front. The city looks different from the bus window - you notice details you'd miss in a car. Construction sites that seem to never progress, new graffiti appearing overnight, the rhythm of traffic lights that drivers never see.","Commute observations Every morning I see the same people at the bus stop. There is the old man in the red coat who is always checking her watch and the guy who reads actual newspapers not on his phone. Actual paper. The bus driver changes every few months but they all have the same tired patients dealing with people who don't have exact change. I sit in the third row, if possible, close enough to get off quickly but far enough from the charty passengers up front. The city looks different from the bus window. You notice details you would miss in a car. Construction sites that seem to never progress. New graffiti appearing overnight. The rhythm of traffic lights that drivers never see.",b353e2d5-3329-5e13-8f4b-6234f1e91288
+data/audio_42072.wav,42072,male,Middle Eastern,Press Analyst,NG,Nigeria,English,Nigeria - Pidgin-influenced,1993,31,"[{'level': 'native', 'language': 'English'}, {'level': 'native', 'language': 'Arabic'}, {'level': 'native', 'language': 'Yoruba'}]",Linux,Mobile,Edge,57.0,['relaxed'],English,home,['silence'],2808,monologues,"The construction next door starts at exactly seven AM like they're punishing the entire neighborhood. I check the permit notice to see how long this will last - six months minimum. I close all my windows but can still hear the drilling through the walls. I try playing music to cover the noise, but then I can't hear anything else either. I consider buying noise-canceling headphones just to exist in my own home. I look up the city noise ordinances to see if starting this early is even legal. I plot my daily schedule around their lunch breaks and quitting time. I never realized how much I valued silence until jackhammers became my alarm clock.","The construction next door starts at exactly 7 a.m. like they are punishing their time about. I check the permit notice to see how long this will last, 6 months minimum. I close all my windows but can still hear the drilling through the walls. I try playing music to cover the noise but then I can't hear anything else either. Consider buying North Constellation Airfronts just to exist in my own home. I look up the city noise ordinance to see if starting this early is even legal. I plot my daily schedule around their lunch breaks and quinty and quitting times. I never realize how much I value the silence until Jack Hammers become my alarm clock.",6676c52a-538f-5f8f-aa9c-c83951186977
+data/audio_155770.wav,155770,male,Black or African American,,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1990,35,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Yoruba'}]",macOS,Mobile,Safari,61.0,"['tired', 'stressed']",English,home,['silence'],2336,monologues,"I've developed this system where I sort clothes into three piles: definitely clean, definitely dirty, and the gray area of worn-once-but-maybe-still-clean. The gray pile always wins because I hate doing laundry more than I hate rewearing slightly used clothes. When I finally give in, I stuff everything into one load because life's too short for separating colors - modern detergents are forgiving, right? I set a timer because I've learned that wet clothes left in the washer for six hours develop that musty smell no amount of fabric softener can fix. The dryer is a gamble - too little time and everything's damp, too much and my favorite shirt shrinks another size. I fold exactly half the load before giving up and living out of the laundry basket for the next week.","I've developed this system where I sort clothes into 3 piles. Definitely clean, definitely dirty and the grey area of worn ones but maybe still clean. The grey pile always wins because I hate doing laundry more than I hate re-wearing slightly used clothes. When I finally give in, I stuff everything into one load because life's too short for separating colours. More than it agents are forgiven, right? I set a timer because I've learned that well-clothed clothes left in the washer for 6 hours develop that musty smell no amount of fabric softener can fix. The dryer is a gamble. Too little time and everything is damp. Too much and my favourite shirt shrinks another size. I fold exactly half the load before giving up and leaving out of the laundry basket for the next week.",bec01740-17de-5aab-a89a-ca2b699b5a2a
+data/audio_440664.wav,440664,male,Black or African American,ICT constant,NG,Nigeria,Hausa,Nigeria - Kano,1988,38,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}]",Linux,Mobile,Chrome,76.0,"['happy', 'excited', 'focused']",English,home,"['silence', 'nature']",2884,monologues,I arrive on time but sit in the waiting room for thirty minutes past my appointment. I read the same magazine from three years ago and wonder why medical offices never update their reading material. I listen to other patients cough and wonder what diseases I'm being exposed to. I check my phone but have no service and the wifi password is probably from 2010. I watch the receptionist and try to figure out if they're running behind or just forgot about me. I consider asking how much longer but don't want to be that patient. I finally get called back and wait another twenty minutes in a smaller room with a paper gown. Medical appointments are 90% waiting and 10% actual medicine.,I arrive on time but sit in the waiting room for 30 minutes past my appointment. I read the same magazine from three years ago and wonder why medical offices never update their reading material. I listen to other patients' call and wonder what disease I am being exposed to. I check my phone but have no service and the Wi-Fi password is probably from 2010. I watch the receptionist and try to figure out if they are running behind or just forgot about me. I consider asking how much longer but don't want to be that patient. I finally get called back and wait another 20 minutes in a smaller room with a paper gown. Medical appointments are 90% waiting and 10% sexual medicine.,16616f27-4ecd-5fb3-b706-4e5882b00833
+data/audio_297984.wav,297984,male,Black or African American,Teacher,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,27,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,89.0,['relaxed'],English,home,['nature'],4646,monologues,"Recipes designed for families create interesting challenges when you're cooking for one person and don't want to eat the same thing for six consecutive meals. Scaling down seems simple in theory, but somehow I always end up with weird fractional measurements that don't translate well to actual cooking. Half an onion, a quarter cup of this, one egg when the recipe calls for three – the proportions never quite work out to something that looks like the original dish. Why don't more cookbooks include single-serving options for people who want variety without leftovers taking over the refrigerator? The grocery shopping is equally complicated when recipes call for ingredients I'll use once then watch expire in creative ways. Maybe embracing leftovers is the answer, but eating identical meals multiple days in a row tests my commitment to home cooking versus the convenience of ordering something different each night. Simple ingredients that work in multiple dishes seem like the practical solution to this mathematical cooking puzzle.","Recipes designed for families create interesting challenges when you are cooking for one person and don't want to eat the same thing for six consecutive meals. Scaling down seems simple in theory, but somehow I always end up with weird fractional measurements that don't translate well to actual cooking. Half an onion, a quarter cup of these, one egg when the recipe calls for three. The proportions never quite work out to something that looks like the original dish. Why don't more cookbooks include single serving options for people who want variety without leftover taking over the refrigerator? The grocery shopping is equally complicated. When recipes call for ingredients, I'll use worms, then watch expire in creative ways. Maybe embracing leftover is the answer, but eating identical meals multiple days in a row tests my commitment to home cooking versus the convenience of ordering something different each night. Simple ingredients that work in multiple dishes seems like the practical solution to this mathematical cooking puzzle.",4b4a14ed-d17e-5c84-bc55-08b60eaf11fb
+data/audio_305049.wav,305049,male,Black or African American,Business ,NG,Nigeria,Hausa,Nigeria - Katsina,1997,28,"[{'level': 'fluent', 'language': 'English'}, {'level': 'fluent', 'language': 'Hausa'}]",Linux,Mobile,Chrome,150.0,['relaxed'],English,home,['silence'],4751,monologues,"The blank page has been staring back at me for twenty minutes while I wait for perfect first sentences that capture exactly the right tone and meaning, but perfectionism is preventing any writing from happening when rough drafts would provide material for improvement through revision. Why does creative expression feel so vulnerable and important when it's supposed to be personal exploration and skill development rather than immediate production of polished work worthy of external evaluation? The internal critic is louder than the creative voice, generating criticism faster than ideas and making every word choice feel potentially wrong rather than experimental stepping stones toward better expression. Maybe setting time limits for drafting would help separate creation from editing processes that serve different functions and require different mental approaches, but that feels artificially structured for organic creative flow. The fear of writing badly prevents writing at all, creating cycles where perfectionism becomes procrastination disguised as high standards that actually serve avoidance rather than quality improvement. Sometimes the most important writing happens when ignoring quality entirely and focusing on quantity and exploration that builds comfort with imperfection and experimental expression that develops naturally through practice rather than planning.","The blank page has been staring back at me for 20 minutes while I wait for perfect time centers that capture exactly the right tone and meaning, but perfectionism is preventing away writing from happening when rough drafts will provide material for improvement through revision. Why does creative expressions feel so vulnerable and important when it's supposed to be personal exploration and skill development rather than immediate production of polished work quality of internal evolution? The internal criticism is louder than the creative voice, generating criticism faster than idea and making everyone's choice fix potentially wrong rather than experimental stepping stone toward better expression. Maybe setting time limits for drafting will help separate creation from editing processes that serve different functions and require different mental approaches, but that feels artificially structured for organic creative flow and fear of writing badly prevents writing at all. Creating cycles where perfectionism becomes procrastination. This gets us high standard that actually serve avoidance rather than quality improvement. Sometimes the most important writing happen when ignoring qualities entirely and focusing on quantity and exploration that builds comfort with imperfection and experimental expression that develop naturally through practice rather than planning.",866b68e8-eb23-59fd-ae74-6ae65df5ba35
+data/audio_715299.wav,715299,male,Black or African American,Fashion designer ,NG,Nigeria,English,Nigeria - Pidgin-influenced,1996,29,"[{'level': 'native', 'language': 'English'}, {'level': 'basic', 'language': 'Igbo'}, {'level': 'basic', 'language': 'Mandarin Chinese'}]",Linux,Mobile,Chrome,62.0,['happy'],English,home,"['people_talking', 'music', 'nature']",2805,monologues,"I look in the mirror and realize the hairstylist and I had very different ideas about what ""just a trim"" means. I try styling it differently hoping it will look better with the right products. I consider wearing hats for the next month until it grows out. I google how fast hair grows and feel depressed by the answer. I look up other salons that specialize in fixing bad haircuts. I take photos from different angles trying to find one that doesn't look terrible. I tell myself it's just hair and will grow back, but I still avoid mirrors for a week. Bad haircuts feel like punishment for trying to look better.",I look in the mirror and realize the hair stylist and I had very different ideas about what just a trim means. I try styling it differently hoping it will look better with the right products. I consider wearing hats for the next month until it's grown out. I google how fast hair grows and feel depressed by the answer. I look up other saloons that specialize in fixing bad haircuts. I take photos from different angles trying to find one that doesn't look terrible. I tell myself it's just hair and eye and we grow back but I still avoid mirrors for a week. Bad haircuts fuels the confidence for trying to look better.,b6a2e7d0-6a8d-5215-91e5-85947c6bf042
+data/audio_546441.wav,546441,male,Black or African American,,NG,Nigeria,,,2006,19,"[{'level': 'conversational', 'language': 'English'}]",Linux,Mobile,Chrome,71.0,['happy'],English,outdoor,['people_talking'],2864,monologues,I know breakfast is the most important meal of the day but somehow never have time to eat it properly. I grab whatever's quickest and eat it while getting dressed or driving to work. I buy healthy breakfast foods with good intentions then watch them expire while I eat granola bars instead. I try meal prepping overnight oats but they taste like punishment in a jar. I consider that coffee counts as breakfast since beans are technically plants. I eat lunch foods for breakfast and breakfast foods for dinner because time is a social construct. I promise to wake up earlier to make real breakfast then hit snooze until I'm running late again. Breakfast requires planning skills I don't possess before caffeine.,"I know breakfast is the most important meal of the day, but somehow never have time to eat it properly. I grab whatever I could eat and eat it while getting dressing or driving or work. I usually eat healthy breakfast with food in stations, then watch them expire while I eat granola bars. Instead, I try meals for a fair amount of time, but they taste like furniture in a jar. I consider that coffee counts as breakfast since being a technical plan. I eat lunch food for breakfast and breakfast food for dinner because time is a special construct. I promise to wake up earlier to make a real breakfast, then hit snooze until I am running late again. Breakfast requires planning skills I don't process before coffeeing.",1b154e7d-7b0e-5b79-8836-ec46c295b97c
+data/audio_573753.wav,573753,male,Black or African American,Hr,NG,Nigeria,English,Nigeria - Pidgin-influenced,1990,34,"[{'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,51.0,['relaxed'],English,home,['silence'],2335,monologues,"Every morning, I see the same people at the bus stop. There's the woman in the red coat who's always checking her watch, and the guy who reads actual newspapers - not on his phone, actual paper. The bus driver changes every few months, but they all have this same tired patience dealing with people who don't have exact change. I sit in the third row if possible, close enough to get off quickly but far enough from the chatty passengers up front. The city looks different from the bus window - you notice details you'd miss in a car. Construction sites that seem to never progress, new graffiti appearing overnight, the rhythm of traffic lights that drivers never see.","Every morning I see the same people at the bus stop. There's the woman in the red coat who's always checking her watch and the guy who reads actual newspapers not on his phone, actual paper. The bus driver charges every few months but they all have the same tired patients dealing with people who don't have exact change. I sit in the third row if possible close enough to get off quickly but far enough from the chanting passengers up front. The city looks different from the bus view. You notice details you missed in the car construction site that seems to never progress. New graffiti appearing overnight and the rhythm of traffic lights that drivers never see.",6fa08a67-d0b4-5e2c-aa1b-24f8a6812f38
+data/audio_314146.wav,314146,male,Black or African American,Student,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,2001,23,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'fluent', 'language': 'English'}]",Linux,Desktop,Chrome,64.0,"['excited', 'focused']",English,home,['silence'],4535,monologues,"Three social commitments this weekend seemed manageable when scheduling them, but now the reality of consecutive human interaction feels overwhelming to my introverted energy reserves. Friday night dinner leads to Saturday brunch leads to Sunday gathering, creating a marathon of social performance that requires stamina I'm not sure I possess. Each event demands different versions of my personality—professional networking face, casual friend mode, and family-appropriate behavior. The recovery time between social activities doesn't exist, meaning I'll be operating on empty emotional batteries for most of the weekend. Cancel something and disappoint people who are counting on my attendance, or power through and risk being terrible company because I'm completely drained. Maybe extroverts don't experience this social fatigue, or maybe they're just better at managing their energy expenditure across multiple interactions. The calendar that looked reasonable on paper becomes a social endurance test that highlights my limitations around sustained human contact. Next month I'm definitely spacing events better.","Today's social commitments this weekend seemed manageable when scheduling them, but now the reality of consecutive human interaction feels overwhelming to my devoted laundry sales. Friday night's dinner leads to Saturday brunch leads to Sunday garden, increasing the marathon of social performance that requires stamina I am not sure I possess. Each event demands different versions of my personality. Professional networking, face, casual friend mode and family approach behavior. The recovery time between social activities doesn't exist. Many of you are placing non-empty emotional batteries for most of the weekend. Cancel something and disappoint people by canceling my attendance or power through and risk being a terrible company because I am completely drained. Maybe it's too much to experience this social fatigue, or maybe they are just better at managing their energy condition across multiple interactions. The calendar that looks reasonable on paper becomes a social endurance test that allies my limitations around sustained human contact. Next month I am definitely spacing events better.",e1ce66ac-4800-57fe-a76f-3b274afd01a7
+data/audio_47935.wav,47935,male,Other,Lecturer ,NG,Nigeria,Hausa,Nigeria - Kano,1996,29,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}]",macOS,Mobile,Safari,62.0,"['excited', 'relaxed']",English,home,['silence'],2793,monologues,"I see someone I vaguely know walking toward me and panic about whether to acknowledge them or not. I calculate the distance and decide whether to make eye contact or pretend to be very interested in my phone. I take out my earbuds just in case they want to talk, then put them back in as a barrier. I time my walk to avoid crossing paths at the awkward recognition distance. I consider ducking into a store but that feels too obvious. I wave slightly but not too enthusiastically in case they don't remember me. We do the polite ""how are you"" exchange that neither of us wants to extend. Social interactions require too much strategy for something so basic.","I see someone I vaguely know walking towards me and panic about whether to acknowledge them or not. I calculate the distance and decide whether to make eye contact or pretend to be very interested in my phone. I take out my airbags but in case they want to talk, then put them back in as a barrier. I turn my walk to avoid crossing paths at the awkward recognition distance. I consider ducking into a store but that feels too obvious. I wave slightly but not too enthusiastically in case they don't remember me. We do the polite. How you exchange and neither of us want to extend. Social interactions require too much strategy and sometimes so basic.",89acfbf5-ad85-50c3-8dd5-f18816a892e8
+data/audio_47766.wav,47766,male,Other,Lecturer ,NG,Nigeria,Hausa,Nigeria - Kano,1996,29,"[{'level': 'fluent', 'language': 'English'}, {'level': 'native', 'language': 'Hausa'}]",macOS,Mobile,Safari,58.0,"['excited', 'relaxed']",English,home,['silence'],2883,monologues,"I press the button and immediately press it again like that will make the elevator come faster. I check the display and see it's stuck on floor twelve for way too long. Someone else walks up and presses the same button I just pressed, which is somehow insulting. I consider taking the stairs but I'm going to the eighth floor with groceries. The elevator finally arrives going the wrong direction and I debate getting on anyway. I wait for it to come back and someone gets on who's only going one floor. I silently judge them while doing the exact same thing when I'm lazy. Elevators bring out the worst in everyone's patience.",English monologues. I press the button and immediately press it again like that will make the elevator come faster. I check the display and see I'm stuck on floor 12 for way too long. Someone else walks up and presses the same button I just pressed which is somehow insulting. I consider talking the stairs but I'm going to the 8th floor with groceries. The elevator finally arrives going the wrong direction and I wait for it to come back and someone gets on who is only going one floor. I silently judge them while doing the exact same thing when I'm lazy. Elevator brings out the worst in someone's patience.,89acfbf5-ad85-50c3-8dd5-f18816a892e8
+data/audio_261451.wav,261451,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,1993,28,"[{'level': 'native', 'language': 'English'}, {'level': 'fluent', 'language': 'Hausa'}]",Linux,Desktop,Chrome,82.0,['relaxed'],English,home,['silence'],4636,monologues,"The spice collection has achieved chaos that defies any organizational system I've attempted so far. Alphabetical seemed logical until I realized I have three different types of paprika and can never remember if cumin comes before or after coriander. The expiration dates are a horror show spanning multiple decades, but throwing away expensive spices feels wasteful even when they've lost all flavor. Why do I keep buying garlic powder when I clearly already have four containers of it hiding behind the oregano? The little jars look so neat and organized in other people's kitchens, but mine resemble a spice avalanche waiting to happen every time I open the cabinet. Maybe clear containers with labels would help, but that requires transferring everything and actually maintaining the system long-term. The goal is being able to find what I need without conducting an archaeological dig through layers of random seasonings that seemed essential at the grocery store but never actually get used.","The spice collection has achieved chaos that defies any organizational system I've attempted so far. Alphabetical seemed logical until I realized I have three different types of paprika and can never remember if coming comes before or after coriander. The expiration dates are a horror show spanning multiple decades but throwing away expensive spice feels wasteful even when they've lost all flavor. Why do I keep buying garlic powder when I clearly already have four continents of it hiding behind the oregano? The little jars look so neat and organized in other people's kitchen but mine resembles a spice avalanche waiting to happen every time. I opened the cabinet, maybe clear containers with labels would help but that requires transferring everything and actually maintaining the system long term. The goal is to be able to find what I need without conducting any archaeological dig through layers of random seasoning that seemed essential at the grocery store but never actually gets used.",53de41a5-f818-5015-858a-4c91376ae7e5
+data/audio_375766.wav,375766,male,Black or African American,,NG,Nigeria,,,2000,25,"[{'level': 'fluent', 'language': 'English'}, {'level': 'fluent', 'language': 'Yoruba'}, {'level': 'conversational', 'language': 'Hausa'}]",Linux,Mobile,Chrome,58.0,['happy'],English,home,['silence'],2835,monologues,"I rinse each dish before loading it because I don't trust the dishwasher to handle dried-on food. I have a system - plates in back, bowls in front, cups on top. Silverware goes down except for knives which go up for safety. I play Tetris with the pots and pans, trying to fit everything in one load. I debate whether that plastic container is dishwasher safe, then hand wash it to be sure. I add the soap tablet and realize I forgot to empty the clean dishes from yesterday. I unload everything, put it away, then reload my dirty dishes. The dishwasher runs for two hours to clean what took me five minutes to wash by hand.","I rinse each dish before loading it because I don't trust the dishwasher to undo dried on food. I have a system plates in the back, bowls in front, cups on top, silverware goes down except for knives which go up for safety. I play Tetris with the pots and pans, trying to fit everything in one load. I debate whether that plastic container is dishwasher safe, then hand wash it to be sure. I add the soap tablet and realize I forgot to empty the clean dishes from yesterday. I unload everything, put it away, then reload my dirty dishes. The dishwasher runs for two hours to clean what took me five minutes to wash by hand.",c74541cc-1a5e-5fe4-a69c-6ccf7430d07d
+data/audio_280864.wav,280864,male,Black or African American,,NG,Nigeria,English,Nigeria - Nigerian Standard,2005,19,"[{'level': 'native', 'language': 'English'}, {'level': 'fluent', 'language': 'Yoruba'}, {'level': 'native', 'language': 'Arabic'}]",Linux,Mobile,Chrome,69.0,"['happy', 'anxious']",English,outdoor,"['people_talking', 'appliances']",4754,monologues,"The podcast app shows seventeen subscriptions generating daily episodes that accumulate faster than I can listen, creating digital backlog anxiety and FOMO about missing information or entertainment that might be valuable but probably isn't essential for daily functioning. Why does educational content feel obligatory rather than optional when learning should be pleasurable exploration rather than another source of productivity pressure and completion anxiety? The episodes range from fifteen minutes to three hours, making time management difficult when podcast listening competes with music, audiobooks, and silence for commute and exercise entertainment that serves different mood and energy needs. Maybe unsubscribing from shows that don't consistently engage would help reduce choice overload, but that requires evaluating content quality and personal interest alignment in ways that turn entertainment consumption into work-like decision-making. The 2x playback speed saves time but reduces comprehension and enjoyment, creating efficiency that defeats the purpose of consuming content for understanding and pleasure rather than just information acquisition. Sometimes the most peaceful approach is choosing one interesting episode rather than trying to stay current with multiple shows that generate more content than human attention can reasonably process.","The podcast app shows 17 subscriptions generating the episodes that accumulate faster than I can listen, creating digital backlog anxiety and formal about-missing information or entertainment that might be valuable but probably isn't essential for daily functioning. Why does educational content feel obligatory rather than optional when learning should be a prioriable exploration rather than another source of productivity, priori and complexion anxiety? The episodes range from 15 minutes to 3 hours, making time management difficult when podcasts and listening compete with music audiobooks, and silence for commutes and exercise entertainment that serves different mood and energy needs. Maybe unsubscribing from shows that doesn't constantly engage would help reduce choice overload but that require evaluating content quality and personal interest alignment in ways that turn entertainment consumption into work-like decision-making. The 2X playback speed saves time but reduces comprehension and enjoyment, creating efficiency that defeats the purpose of consuming content for on-stand time and play-along rather than just informative acquisition. Information acquisition, sometimes the most peaceful approach is choosing one interesting episode rather than trying to stay current with multiple shows that generate more content than human attention can reasonably process.",f0f33b5e-e78f-5fb9-868e-d56666254660
+data/audio_324478.wav,324478,male,Other,,NG,Nigeria,English,Nigeria - Katsina,1992,33,"[{'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,131.0,['relaxed'],English,home,['silence'],4487,monologues,"Everything important lives on this device, and the backup system keeps sending ominous warnings about running out of space. Years of photos, documents, and digital memories compressed into folders that represent entire chapters of life. The external hard drive sits on the shelf like a technological insurance policy, but when was the last time it was actually updated? Probably months ago, which means recent files exist only in one place, vulnerable to hardware failure or cosmic intervention. The cloud backup service promises peace of mind for a monthly fee, but trusting faceless servers with personal data feels like digital roulette. What if the company goes out of business? What if hackers decide my collection of cat photos and grocery lists is worth stealing? Manual backups require remembering to actually do them, which clearly isn't my strong suit. Maybe I should print important photos and documents, going full analog as the ultimate backup strategy. Or maybe I'm overthinking this and should just accept that digital life requires a certain amount of faith in technological reliability.","Everything important lives on this device, and the backup system keeps sending ominous warning about running out of space. Years of photos, documents, and digital memories co-price into folders that represent inter-chapters of life. The external hard drive sits on the seat like a technological insurance policy, but when was the last time it was actually updated? Probably montegro, which means recent files exist only in one place, vulnerable to hardware or cosmic intervention. The cloud background service promises peace of mind for a monthly fee, but throws teamfests less cybers, with personal data feel like digital roulette. If, what if the company goes out of business? What if tra-hackers decide my collection of cat photos and close release is worth stealing? Manual backup require remembering to actually do them, which clearly is not my strong suit. Maybe I should print important photos and documents, going full analog as the ultimate backup strategy, or maybe I am overthinking this and should just accept that digital life requires a certain amount of fit in technological reliability.",7e34c6e4-dcc9-5609-8a5a-af2436391767
+data/audio_324215.wav,324215,male,Black or African American,Student ,NG,Nigeria,Fula (Fulfulde/Pulaar),West Africa - Fulfulde (Nigeria/Cameroon),1998,26,"[{'level': 'fluent', 'language': 'Hausa'}, {'level': 'native', 'language': 'Fula (Fulfulde/Pulaar)'}, {'level': 'fluent', 'language': 'English'}, {'level': 'conversational', 'language': 'Arabic'}]",Linux,Mobile,Chrome,103.0,"['relaxed', 'focused']",English,home,"['nature', 'silence']",4695,monologues,"The office thermostat has become a battleground between people who are always cold and people who are always hot, with no setting that satisfies everyone's comfort requirements simultaneously. Why does temperature preference become such a contentious workplace issue when it affects productivity but can't be individually controlled in shared spaces? The person who controls the thermostat wields disproportionate power over everyone else's physical comfort and concentration levels throughout the day. Maybe layered clothing is the diplomatic solution, but that requires predicting and adapting to temperature fluctuations that seem to follow no logical pattern or schedule. The air conditioning creates arctic conditions in summer while the heating system turns winter into a tropical experience that makes no environmental or economic sense. Personal space heaters and desktop fans represent individual rebellion against centralized climate control that doesn't account for metabolic differences and personal preferences. Sometimes workplace comfort negotiations require more political skills than actual work responsibilities, creating office drama over basic human needs for thermal regulation.","The office thermostat has become a battleground between people who are always cold and people who are always hot, with no setting that satisfies everyone's comfort requirements simultaneously. Why does temperature preference become such a contentious workplace issue when it affects productivity but can be individually controlled in shared spaces? The person who controls the thermostat wields disproportionate power over everyone else's physical comfort and concentration levels throughout the day. Maybe layered clothing is the diplomatic solution. But that requires predicting and adapting to temperature fluctuations that seem to follow no logical pattern or schedule. The air conditioning creates arctic conditions in summer while the heating system turns winter into a tropical experience that makes no environmental or economic sense. Personal space, meters, and digital files represent individual rebellion against centralized climate control that doesn't account for metabolic differences and personal preferences. Sometimes workplace comfort negotiations require more political skill than actual work. Dispensability is created in the office drama of a basic humanist worthwhile regulation.",cc545c24-6d0f-571a-b8c9-c0a31edb7a60
+data/audio_71735.wav,71735,male,Prefer not to say,,NG,Nigeria,,,1988,36,"[{'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,65.0,['relaxed'],English,home,['silence'],2802,monologues,"I open my car door and realize it's become a mobile storage unit for things I meant to bring inside. There are coffee cups from last week, receipts I'll never need, and a jacket I forgot I owned. I find loose change in every crevice and wonder how pennies multiply in car seats. I discover old parking tickets that I forgot to pay and hopefully are past the penalty deadline. I vacuum the seats and find enough crumbs to feed a small bird. I organize the glove compartment and throw away expired registration papers. I clean the windows and promise to keep it this neat going forward. Two days later there's already a new coffee cup in the cup holder.","I opened my car door and realized it become a mobile storage on to unit for things I meant to bring inside. There are coffee cups from last week, receipt I will never need, a jacket I forgot I own. I found loose change in every crevice and wonder how pennies multiply in car seats. I discover all parking tickets that I forgot to pay and hopefully I pass the penalty deadline. I vacuum the seat and find enough crumbs to fit a small bed. I organize the glove apartment and throw away expired registration papers. I clean the windows and promise to keep it neat going forward. Two days later, there is already a new coffee cup in the cup holder.",19cfaec9-5f49-5366-950b-1a7e0369bb7e
+data/audio_342596.wav,342596,male,Black or African American,Teacher,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,27,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,91.0,['relaxed'],English,home,['nature'],4697,monologues,"Leaving work at reasonable hours feels guilty when there are always more tasks that could be completed, but working late creates guilt about neglecting personal relationships and health maintenance that also require attention and energy. Why does modern work culture make boundary-setting feel like laziness rather than sustainability planning for long-term productivity and well-being? The emails that arrive after business hours create pressure to respond immediately, even though most issues aren't genuinely urgent enough to warrant disrupting personal time. Maybe setting clearer expectations about availability would help, but that requires confidence and communication skills that feel risky when job security depends on being perceived as dedicated and responsive. The productivity gains from occasional overtime get offset by the fatigue and resentment that accumulate when overwork becomes the normal expectation rather than temporary solution for unusual circumstances. Sometimes the most productive thing is maintaining enough energy and motivation to sustain good work over time rather than burning out through unsustainable intensity that decreases quality and increases errors.","Living work at reasonable hours feels guilty when there are always more tasks that could be completed, but working late creates guilt about neglecting personal relationship and health maintenance that also requires attention and energy. Why does modern work culture make boundary setting feel like laziness rather than sustainability planning for long-time productivity and well-being? The emails that arrive after business hour create pressure to respond immediately, even though most issues aren't genuinely urgent enough to warrant disrupting personal time. Maybe setting clearer expectations about availability would help, but that requires confidence and communication skills that feel risky when job security depends on being perceived as dedicated and responsive. The productivity gains from occasional overtime get upset by the fatigue and resentment that accumulates when overwork becomes the normal expectation rather than temporary solution for unusual circumstances. Sometimes the most productive thing is maintaining enough energy and motivation to sustain good over time rather than burning out through unsustainable intensity that decreases quality and increases error.",4b4a14ed-d17e-5c84-bc55-08b60eaf11fb
+data/audio_344294.wav,344294,male,Black or African American,Teacher,NG,Nigeria,Yoruba,Nigeria - Lagos Yoruba,1997,27,"[{'level': 'native', 'language': 'Yoruba'}, {'level': 'native', 'language': 'English'}]",Linux,Mobile,Chrome,77.0,['relaxed'],English,home,['nature'],4520,monologues,"Elevator door closes, trapping me with a coworker I recognize but don't really know, creating thirty seconds of social purgatory where silence feels rude but conversation feels forced. Comment about the weather seems too predictable, asking about work feels too intrusive, and standing in complete silence suggests antisocial tendencies. The floor numbers climb with agonizing slowness while I calculate whether mentioning the weekend plans or the coffee in the lobby would be less awkward. Make eye contact accidentally and feel obligated to smile, then immediately look away to avoid seeming too eager for connection. The other person probably feels equally uncomfortable but we're both pretending this confined social interaction is perfectly normal. Reach my floor with relief and mumble something about having a good day, knowing we'll probably repeat this exact scenario next week. Maybe elevators should come with conversation cards or background music to ease the social pressure of shared vertical transportation with professional acquaintances.","Elevator door closes, trapping me with a co-worker I recognize but don't really know. Creating 30 seconds of social poetry where silence feels rude or conversation feels forced. Comments about the weather seems too predictable. Asking about work feels too intrusive and standing in complete silence suggests antisocial tendencies. The floor number climbs with agonizing slowness while I calculate whether mentioning the weekend plans or the coffee in the lobby would be less awkward. Make eye contact accidentally and feel obligated to smile, then immediately look away to avoid seeming too eager for connection. The other person probably feels equally uncomfortable but we are both pretending this confined social interaction is perfectly normal. Reach my floor with relief and mumble something about having a good day, knowing we will probably repeat this exact scenario next week. Maybe elevators should come with conversation cards or background music to ease the social pressure of shared vertical transportation with professional acquaintances.",4b4a14ed-d17e-5c84-bc55-08b60eaf11fb
+data/audio_297216.wav,297216,male,Black or African American,Trader,NG,Nigeria,Igbo,Nigeria - Owerri,1991,34,"[{'level': 'native', 'language': 'Igbo'}, {'level': 'fluent', 'language': 'English'}]",Linux,Mobile,Chrome,92.0,['relaxed'],English,home,"['people_talking', 'appliances']",4761,monologues,"Posting photos and updates feels increasingly performative when social media demands curated versions of life that emphasize highlights while editing out mundane reality, creating pressure to live experiences worthy of sharing rather than simply enjoying moments for personal satisfaction. Why does documenting life become more important than experiencing it when the goal should be memory creation and genuine connection rather than audience engagement and validation seeking through likes and comments? The algorithm rewards frequent posting and strategic timing that turns personal expression into content marketing, making authentic sharing feel inadequate compared to optimized posts designed for maximum reach and engagement. Maybe stepping back from performance pressure would help restore genuine social connection, but that risks missing out on community building and relationship maintenance that increasingly happens through digital platforms. The comparison trap is inevitable when everyone shares their best moments while keeping struggles private, creating false impressions about relative life satisfaction and success that affect self-perception and contentment. Sometimes the most meaningful moments happen when phones are put away and attention is fully present rather than divided between experience and documentation that might prevent full appreciation of whatever is actually happening.","Posting photos and updates feels increasingly performative when social media demands curated versions of life that emphasizes highlights while editing out media in reality, creating pleasure to live experiences worthy of sharing rather than simply enjoying moments for personal satisfaction. Why does documenting life become more important than experiencing it? One of the goals should be memory creation and genuine connection rather than audience engagement and validation seeking through likes and comments. The algorithm rewards frequent posting and strategic timing that turns personal expression into content marketing, making authentic sharing feel inadequate compared to optimised posts designed for maximum reach and engagement. Maybe stepping back from performance pressure would help restore genuine social connection, but that risk missing out on community building and relationship maintenance that increasingly happens through digital platforms. The comparison trap is inevitable when everyone shares their best moments while keeping struggles private, creating false impressions about relative life satisfaction and success that affect self-perception and contentment. Sometimes the most meaningful moments happen when photos are put away and attention is fully present rather than divided between experience and documentation that might prevent full appreciation of whatever is actually happening.",bd88a925-42f0-5533-a82b-a942eeee963a