tmappdev/comment_analysis ๐๐ข๐ผ๏ธโ โ โ
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Social Media Comment Analysis
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{"session_id":"6c973b86-12fd-468e-9fc9-6b2086195cc5","topic_clusters":{"This, one, love":{"count":80,"summary":"And itโs nice to involve kids so they know how much effort goes into growing a single grain of food. This is my favorite stories. Learning to grow food is the best thing you can do in this world One of my favorite stories.","sentiment":{"neutral":1.2,"negative":5,"positive":93.8},"representative_comments":[{"text":"This is my favorite stories. Everything about this story fills my heart with joy. We have a veggie patch in our garden and my son absolutely loves helping out. He knows when things are ready and he's the first one to offer the extra vegetables to our neighbors.","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T21:11:45.000Z"},{"text":"I love this story so much! Offering these children an alternative that brings them nutrition with purpose. You have shown them how much of a difference one person can make in their community, and how consistent dedication and hard work can produce abundant results. God bless you and your beautiful sidekick, Niveah, and all who help with your incredible missionโฃ๏ธ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T21:02:13.000Z"},{"text":"One of my favorite stories. Raising healthier and happier kids, one carrot at a time. Such a great way to learn about the earth, nature, gardening, and nutrition. ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T20:13:11.000Z"},{"text":"So inspiring! I grew up in a small town in the Midwest and everyone had a vegetable garden. Then it grew into a larger community and people stopped planting. I was surprised as a science teacher by how little knowledge of agriculture they had. They were privileged to be able to get whatever they wanted at a supermarket and ate healthy foods, but now they are asking ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-16T19:28:44.000Z"},{"text":"This story makes me happy and hopeful. So inspiring and moving. From 1 small seed of an idea a community is changed. What a harvest!","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T19:57:18.000Z"}]},"part, debm, find":{"count":112,"summary":"I canโt find Part 2. I canโt find the part 2 of the story in comments either ๐คท๐ฝโโ๏ธ Can you pin the comment with part 2. I canโt find it ๐ฉ Maybe the comments ARE part 2.","sentiment":{"neutral":11.6,"negative":54.5,"positive":33.9},"representative_comments":[{"text":"Ha is dhipin oo cad wyeh๐ณ๐๐","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-10T02:59:48.000Z"},{"text":"oye lo k metiste en los envaces plasticos es pan...","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-02-28T03:03:22.000Z"},{"text":"hooyadey hada tuso bas wye๐ญ๐ญ๐๐","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-02T03:36:14.000Z"},{"text":"Hoyooyinkena waxan mala tuso qasaaro๐๐ญ","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-02T10:39:27.000Z"},{"text":"gd lucu lucunya sumpah๐ฅบ","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-01T05:58:20.000Z"}]},"You, proud, Iโm":{"count":55,"summary":"Your grandparents are P R O U Dโค๏ธโค๏ธ Congratulations. Your grandparents are already smiling over you. I'm cheering for you.","sentiment":{"neutral":1.8,"negative":3.6,"positive":94.5},"representative_comments":[{"text":"Crying!! Congratulations; Iโm so proud of you ๐ฅน","likes":0,"user_id":"anonymous","platform":"instagram","created_at":"2025-02-11T19:23:06.000Z"},{"text":"this will go down as one of my all time favorite HONY stories. Congratulations on your success built on the foundation of the love, support and ethics of your grandparents. It must have been tough with all that discipline but wow what a testament to the strength of character of both of you ๐ซโจ๐โ๏ธ","likes":0,"user_id":"anonymous","platform":"instagram","created_at":"2025-02-11T21:46:30.000Z"},{"text":"What a beautiful legacy and you will graduate and do well on the bar exam! Thank you for sharing your story with us! ๐ญโค๏ธ","likes":0,"user_id":"anonymous","platform":"instagram","created_at":"2025-02-11T20:59:46.000Z"},{"text":"I feel like I met your grandparents! Amazing story. Everyone is cheering you on. โค๏ธ","likes":0,"user_id":"anonymous","platform":"instagram","created_at":"2025-02-11T19:46:02.000Z"},{"text":"Welp. Actual tears. On behalf of the ancestors, weโre so proud of you!","likes":0,"user_id":"anonymous","platform":"instagram","created_at":"2025-02-11T19:30:31.000Z"}]},"reason, much, Lots":{"count":9,"summary":"Lots of unnecessary actions Just a bunch of extra steps for no reason at all watching it is exhausting action alot.. which is no use To much oil no thanks there's alot going on here๐๐ too much work involved Too dangerous for my liking busy with no reason","sentiment":{"neutral":11.1,"negative":66.7,"positive":22.2},"representative_comments":[{"text":"busy with no reason","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-04T19:02:12.000Z"},{"text":"too much work involved","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-02-28T04:00:30.000Z"},{"text":"Lots of unnecessary actions","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-02-27T20:28:01.000Z"},{"text":"action alot.. which is no use","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-03-11T09:32:05.000Z"},{"text":"there's alot going on here๐๐","likes":0,"user_id":"anonymous","platform":"tiktok","created_at":"2025-02-27T23:34:21.000Z"}]},"food, fast, restaurants":{"count":7,"summary":"โThere are 55 fast food restaurants in this community, but not a single supermarket.โ THAT. "There are 55 fast food restaurants in this community, but not a single supermarket." - unbelieveble I recently took a Nutrition course in college and we learned about "food deserts", areas where there are ma...","sentiment":{"neutral":0,"negative":42.9,"positive":57.1},"representative_comments":[{"text":"โThere are 55 fast food restaurants in this community, but not a single supermarket.โ
THAT.
That is a massive problem. Not just in large cities, but in medium and small cities all across North America. Our poorest and most underserved neighbourhoods are food deserts, and fresh food is more expensive than processed. ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T19:57:29.000Z"},{"text":""There are 55 fast food restaurants in this community, but not a single supermarket." - unbelieveble","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T20:09:52.000Z"},{"text":""There are 55 fast food restaurants in this community, but not a single supermarket." Some mention food desert. Thatโs not it. Deserts are naturally occurring. Communities experience food apartheidโsomeone, several someones in fact, decided that neighborhood does not deserve the same access to fresh food as another. Itโs not natural, itโs a system that doesnโt care about those people. And it can only be overcome by people in the affected communities and orgs like Harlem Grown hacking that system and coming up with solutions. ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T20:54:21.000Z"},{"text":"How awesome. All these big chain fast food restaurants have so much to answer for by taking advantage of so many vulnerable communities. ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-15T20:23:00.000Z"},{"text":"Proper goosebumps / growing The children, but still reeling from the horror of 55 fast food outlets but no supermarkets โฆ","likes":0,"user_id":"anonymous","platform":"facebook","created_at":"2021-08-16T16:10:25.000Z"}]}},"total_comments":270,"overall_summary":"I love this post. This is my favorite stories. This is so heartwarming.","unique_comments":263,"overall_sentiment":{"neutral":6.1,"negative":28.9,"positive":65},"platform_analyses":{"xhs":{"platform":"xhs","topic_clusters":{"ไธ็ฎๆ้ฃๆฏ็ซๅง่":{"count":1,"summary":"ๅ
ถๅฎ ๅฌ่ตทๆฅ้ฟ ๆณไบไธไธไนไธ็ฎๅคชๆ้ฃ[็ฌๅญR] ๆฏ็ซๆ่ฑๅง่่น่้ฆ่้ญ่้ญ้ป้ฆๆคฟ่ๆด่ฑ่ฆ็่ผ่ฟ่้บป่็ช็ฎๆธ
่ธ็้ฑผ็็ๆตท้ฒๅ
จ็็้ธก่้ฝไธๅ","sentiment":{"neutral":0,"negative":100,"positive":0},"representative_comments":[{"text":"ๅ
ถๅฎ ๅฌ่ตทๆฅ้ฟ ๆณไบไธไธไนไธ็ฎๅคชๆ้ฃ[็ฌๅญR] ๆฏ็ซๆ่ฑๅง่่น่้ฆ่้ญ่้ญ้ป้ฆๆคฟ่ๆด่ฑ่ฆ็่ผ่ฟ่้บป่็ช็ฎๆธ
่ธ็้ฑผ็็ๆตท้ฒๅ
จ็็้ธก่้ฝไธๅ","likes":0,"user_id":"anonymous","created_at":1677557717000}]}},"total_comments":1,"overall_summary":"ๅ
ถๅฎ ๅฌ่ตทๆฅ้ฟ ๆณไบไธไธไนไธ็ฎๅคชๆ้ฃ[็ฌๅญR] ๆฏ็ซๆ่ฑๅง่่น่้ฆ่้ญ่้ญ้ป้ฆๆคฟ่ๆด่ฑ่ฆ็่ผ่ฟ่้บป่็ช็ฎๆธ
่ธ็้ฑผ็็ๆตท้ฒๅ
จ็็้ธก่้ฝไธๅ","unique_comments":1,"overall_sentiment":{"neutral":0,"negative":100,"positive":0}},"tiktok":{"platform":"tiktok","topic_clusters":{"bread, oil, pan":{"count":8,"summary":"suddenly it became a bread nope not the same bread ,the first one is an oil rig ๐๐๐๐ The bread made in oil is hard to believe itโs the same bread in cups ุงุชููุน ู
ู ููุณู ุบูุฑุชู ู
ู ููู ุงูููุชู ูุงู ุงูุฎูุชู ูููู ูุฐูุฌ ุฎุจุฒ ุจุฏูู ๐ ัะตััะพ ะฒัะต ะฒ ะถะธัั,ะฐ ะฝะฐ ะฒัั
ะพะดะต ะฒ ะฑะฐะฝะพัะบะธ ัะบะปะฐะดัะฒะฐะตั ัะพััะพะฒัะน ั
ะปะตะฑ Nos quieren ver la cara desde lo del pan s e pasan ๐ oye lo k metiste en los envaces plasticos es pan... que iso con la tortilla gigante canbio con pan de supan quien se dio cuenta no asecto ๐คช","sentiment":{"neutral":0,"negative":87.5,"positive":12.5},"representative_comments":[{"text":"ัะตััะพ ะฒัะต ะฒ ะถะธัั,ะฐ ะฝะฐ ะฒัั
ะพะดะต ะฒ ะฑะฐะฝะพัะบะธ ัะบะปะฐะดัะฒะฐะตั ัะพััะพะฒัะน ั
ะปะตะฑ","likes":0,"user_id":"anonymous","created_at":"2025-02-28T04:31:03.000Z"},{"text":"The bread made in oil is hard to believe itโs the same bread in cups","likes":0,"user_id":"anonymous","created_at":"2025-02-28T00:36:24.000Z"},{"text":"oye lo k metiste en los envaces plasticos es pan...","likes":0,"user_id":"anonymous","created_at":"2025-02-28T03:03:22.000Z"},{"text":"ุงุชููุน ู
ู ููุณู ุบูุฑุชู ู
ู ููู ุงูููุชู ูุงู ุงูุฎูุชู ูููู ูุฐูุฌ ุฎุจุฒ ุจุฏูู ๐","likes":0,"user_id":"anonymous","created_at":"2025-02-28T12:23:40.000Z"},{"text":"nope not the same bread ,the first one is an oil rig ๐๐๐๐","likes":0,"user_id":"anonymous","created_at":"2025-02-28T03:01:01.000Z"}]},"debm, pas, banyak":{"count":51,"summary":"Lots of unnecessary actions Just a bunch of extra steps for no reason at all Are we just ignoring the paper towel โheartโ๐คฃ watching it is exhausting hmmm toooo muchhh wastedddd I had lots of โwhys as I watched this action alot.. ะัะต ะทะฐะผะตัะธะปะธ ะฟะพะดะผะตะฝั ั
ะปะตะฑะฐ๐ค vallah ษgษr nษsษ baลa dรผลdรผnsษ๐ค tapi debm s...","sentiment":{"neutral":7.8,"negative":70.6,"positive":21.6},"representative_comments":[{"text":"Ha is dhipin oo cad wyeh๐ณ๐๐","likes":0,"user_id":"anonymous","created_at":"2025-03-10T02:59:48.000Z"},{"text":"hooyadey hada tuso bas wye๐ญ๐ญ๐๐","likes":0,"user_id":"anonymous","created_at":"2025-03-02T03:36:14.000Z"},{"text":"there's alot going on here๐๐","likes":0,"user_id":"anonymous","created_at":"2025-02-27T23:34:21.000Z"},{"text":"hmmm toooo muchhh wastedddd","likes":0,"user_id":"anonymous","created_at":"2025-02-28T08:32:14.000Z"},{"text":"Hoyooyinkena waxan mala tuso qasaaro๐๐ญ","likes":0,"user_id":"anonymous","created_at":"2025-03-02T10:39:27.000Z"}]},"paper, towel, milk":{"count":2,"summary":"What was the point paper towel hardship on the milk lol So the paper towel that was dipped on the milk before the cocoa powder was added, what happened to it.","sentiment":{"neutral":50,"negative":50,"positive":0},"representative_comments":[{"text":"What was the point paper towel hardship on the milk lol","likes":0,"user_id":"anonymous","created_at":"2025-02-28T03:11:09.000Z"},{"text":"So the paper towel that was dipped on the milk before the cocoa powder was added, what happened to it.","likes":0,"user_id":"anonymous","created_at":"2025-03-10T20:24:42.000Z"}]},"ััะพ, heart, What":{"count":18,"summary":"Explain that paper heart please. fungsi tisu berbentuk love masuk dlm kuali tu apa?๐๐๐๐ ะขะพะฒะฐัะธัะธ,ะฐ ะบัะพ ะฟะพะฝัะป ะดะปั ัะตะณะพ ะพะฝะฐ ะฟะพะปะพะถะธะปะฐ ัะตัะดะตัะบะพ ะฒ ะผะพะปะพะบะพ. ๐คฆ๐ฝ๐คฆ๐ฝ ััะพ ะฟะพะฝััะฝะพ, ะฐ ะปะตะฟะตัะบะฐ ะบัะดะฐ ะดะตะปะฐัั?.","sentiment":{"neutral":11.1,"negative":72.2,"positive":16.7},"representative_comments":[{"text":"ััะพ ะฟะพะฝััะฝะพ, ะฐ ะปะตะฟะตัะบะฐ ะบัะดะฐ ะดะตะปะฐัั?","likes":0,"user_id":"anonymous","created_at":"2025-03-01T13:57:39.000Z"},{"text":"what was the point n that heart lol","likes":0,"user_id":"anonymous","created_at":"2025-02-28T17:38:58.000Z"},{"text":"ะขะพะฒะฐัะธัะธ,ะฐ ะบัะพ ะฟะพะฝัะป ะดะปั ัะตะณะพ ะพะฝะฐ ะฟะพะปะพะถะธะปะฐ ัะตัะดะตัะบะพ ะฒ ะผะพะปะพะบะพ?","likes":0,"user_id":"anonymous","created_at":"2025-02-28T08:13:29.000Z"},{"text":"le papier en coeur la c'รฉtait quoi son rรดle ? ๐คฃ","likes":0,"user_id":"anonymous","created_at":"2025-03-04T21:01:46.000Z"},{"text":"I don't understand what happening here","likes":0,"user_id":"anonymous","created_at":"2025-03-09T21:43:22.000Z"}]},"fried, dough, replaced":{"count":2,"summary":"Looks like the fried dough was replaced with white bread. fried dough was replaced by bread","sentiment":{"neutral":50,"negative":50,"positive":0},"representative_comments":[{"text":"Looks like the fried dough was replaced with white bread.","likes":0,"user_id":"anonymous","created_at":"2025-02-28T16:18:44.000Z"},{"text":"fried dough was replaced by bread","likes":0,"user_id":"anonymous","created_at":"2025-03-02T16:35:54.000Z"}]}},"total_comments":82,"overall_summary":"What was the point paper towel hardship on the milk lol watching it is exhausting hmmm toooo muchhh wastedddd fried dough was replaced by bread I had lots of โwhys as I watched this nope not the same bread ,the first one is an oil rig ๐๐๐๐ action alot.. which is no use To much oil no thanks waist of Data ๐๐ What is happening here ๐คง there's alot going on here๐๐ what was the point n that heart lol T...","unique_comments":81,"overall_sentiment":{"neutral":9.9,"negative":71.6,"positive":18.5}},"facebook":{"platform":"facebook","topic_clusters":{"This, one, story":{"count":31,"summary":"This is one of my favorite stories to date. This is my favorite stories. Learning to grow food is the best thing you can do in this world One of my favorite stories.","sentiment":{"neutral":0,"negative":0,"positive":100},"representative_comments":[{"text":"I love this story so much! Offering these children an alternative that brings them nutrition with purpose. You have shown them how much of a difference one person can make in their community, and how consistent dedication and hard work can produce abundant results. God bless you and your beautiful sidekick, Niveah, and all who help with your incredible missionโฃ๏ธ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T21:02:13.000Z"},{"text":"One of my favorite stories. Raising healthier and happier kids, one carrot at a time. Such a great way to learn about the earth, nature, gardening, and nutrition. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T20:13:11.000Z"},{"text":"This is my favorite stories. Everything about this story fills my heart with joy. We have a veggie patch in our garden and my son absolutely loves helping out. He knows when things are ready and he's the first one to offer the extra vegetables to our neighbors.","likes":0,"user_id":"anonymous","created_at":"2021-08-15T21:11:45.000Z"},{"text":"You have changed the trajectory of those kid's lives for the better! Learning to grow food is the best thing you can do in this world","likes":0,"user_id":"anonymous","created_at":"2021-08-17T03:22:15.000Z"},{"text":"I love this story with everything in my heart. What a wonderful way to revive a community, help school age kids and give them food. Whatโs not to love about that? โค๏ธ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:59:19.000Z"}]},"This, great, What":{"count":29,"summary":"This is so heartwarming. Such an amazing story. This is by one of the most awesome Humans of NY stories Iโve read, and youโve put up some really great stories.","sentiment":{"neutral":6.9,"negative":0,"positive":93.1},"representative_comments":[{"text":"Iโm blown away! This is so beautiful and wonderful and everyone should know about this program, this man and these children. NYC is so big and actions and beautiful people and stories like this can get lost in the vastness. โค๏ธโค๏ธโค๏ธ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:56:25.000Z"},{"text":"What an amazing job! You all are awesome for supporting communities like this!","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:56:58.000Z"},{"text":"This man is a saint or a bodhisattva and NYC needs more men like him. This is by one of the most awesome Humans of NY stories Iโve read, and youโve put up some really great stories!","likes":0,"user_id":"anonymous","created_at":"2021-08-15T22:47:33.000Z"},{"text":"This is so heartwarming! We need more of this in our communities. Itโs just a win-win all around for everyone. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:53:53.000Z"},{"text":"How much more lovely have you made your corner of the world, Mr. Tony. Your community is so very lucky to have you! And that Neveahโs mom is the Dir. of Ag for the 12! Gardens is the icing on this superhuman cake of a story. God bless you.","likes":0,"user_id":"anonymous","created_at":"2021-08-15T23:31:59.000Z"}]},"one, love, school":{"count":28,"summary":"Also, as a gardener, we donโt realize how many kids get excited about learning where food comes from. I'm a huge gardener and was so proud of them and how well they've taken an interest and tended to this little gardener created. I grew up in a small town in the Midwest and everyone had a vegetable ...","sentiment":{"neutral":3.6,"negative":14.3,"positive":82.1},"representative_comments":[{"text":"So inspiring! I grew up in a small town in the Midwest and everyone had a vegetable garden. Then it grew into a larger community and people stopped planting. I was surprised as a science teacher by how little knowledge of agriculture they had. They were privileged to be able to get whatever they wanted at a supermarket and ate healthy foods, but now they are asking ","likes":0,"user_id":"anonymous","created_at":"2021-08-16T19:28:44.000Z"},{"text":"I teach autistic/emotionalnsupport students. I just started at a new school in October 2020. I taught myself unit on gardening/seeds, etc... city school. I couldn't believe how much this little garden means to these kids! We finished summer school acouple of weeks ago. We have some pumpkins growing that they can't wait to see this fall! I'm a huge gardener and was so proud of them and how well they've taken an interest and tended to this little gardener created!","likes":0,"user_id":"anonymous","created_at":"2021-08-16T00:18:07.000Z"},{"text":"Awesome ๐. Yes we so need these vegetable gardens instead of fast food chains. And itโs nice to involve kids so they know how much effort goes into growing a single grain of food. So they value food too and reduce wastage.","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:59:34.000Z"},{"text":"Iโm literally crying, I canโt imagine any child not being able to name a vegetable- thanks for making me aware of my privilege in rural UK, I have an allotment but my father brought me up with little money but gave me a huge gift of the love of gardening and growing food. I love this story so much, you are clearly changing their lives in the purest way ๐","likes":0,"user_id":"anonymous","created_at":"2021-08-15T20:59:07.000Z"},{"text":"Love this story! We will be having a "Garden Project" for our 5th graders in the Spring.","likes":0,"user_id":"anonymous","created_at":"2021-08-15T21:24:46.000Z"}]},"This, example, made":{"count":2,"summary":"This made me cry. What an incredible example of being available and listening until the need makes itself known. This is so inspiring and an example of one drop turning into a wave.","sentiment":{"neutral":0,"negative":0,"positive":100},"representative_comments":[{"text":"This made me cry. What an incredible example of being available and listening until the need makes itself known. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:59:07.000Z"},{"text":"This is so inspiring and an example of one drop turning into a wave. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:56:39.000Z"}]},"food, fast, restaurants":{"count":9,"summary":""There are 55 fast food restaurants in this community, but not a single supermarket." - unbelieveble Food builds community. Poor people are forced to live in food deserts, Where big Macs are plentiful but real food, not so much. "There are 55 fast food restaurants in this community, but not a single...","sentiment":{"neutral":0,"negative":33.3,"positive":66.7},"representative_comments":[{"text":"โThere are 55 fast food restaurants in this community, but not a single supermarket.โ
THAT.
That is a massive problem. Not just in large cities, but in medium and small cities all across North America. Our poorest and most underserved neighbourhoods are food deserts, and fresh food is more expensive than processed. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T19:57:29.000Z"},{"text":""There are 55 fast food restaurants in this community, but not a single supermarket." Some mention food desert. Thatโs not it. Deserts are naturally occurring. Communities experience food apartheidโsomeone, several someones in fact, decided that neighborhood does not deserve the same access to fresh food as another. Itโs not natural, itโs a system that doesnโt care about those people. And it can only be overcome by people in the affected communities and orgs like Harlem Grown hacking that system and coming up with solutions. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T20:54:21.000Z"},{"text":""There are 55 fast food restaurants in this community, but not a single supermarket." - unbelieveble","likes":0,"user_id":"anonymous","created_at":"2021-08-15T20:09:52.000Z"},{"text":"How awesome. All these big chain fast food restaurants have so much to answer for by taking advantage of so many vulnerable communities. ","likes":0,"user_id":"anonymous","created_at":"2021-08-15T20:23:00.000Z"},{"text":"I recently took a Nutrition course in college and we learned about "food deserts", areas where there are mainly fast food restaurants and hardly (if at all) supermarkets or shops selling fresh produce. Philadelphia has some of the worst areas. I'm not surprised an area like this has a food desert. Part of fighting the cycle of poverty in these areas is teaching people how to cook nutritionally dense foods which is unfortunately extremely difficult to maintain when there's single parents working several jobs to stay afloat. It's an extremely complex issue that needs addressing and it makes my heart so happy to see it being addressed like this, not by government interference but people of their own community stepping up. The government doesn't give a crap but the community does.","likes":0,"user_id":"anonymous","created_at":"2021-08-15T23:28:08.000Z"}]}},"total_comments":100,"overall_summary":"And itโs nice to involve kids so they know how much effort goes into growing a single grain of food. This is my favorite stories. Learning to grow food is the best thing you can do in this world One of my favorite stories.","unique_comments":99,"overall_sentiment":{"neutral":3,"negative":7.1,"positive":89.9}},"instagram":{"platform":"instagram","topic_clusters":{"Iโm, going, You":{"count":31,"summary":"My mom had passed by then, but my grandparents were so excited. Your grandparents are P R O U Dโค๏ธโค๏ธ Congratulations. Your grandparents are already smiling over you.","sentiment":{"neutral":3.2,"negative":6.5,"positive":90.3},"representative_comments":[{"text":"this will go down as one of my all time favorite HONY stories. Congratulations on your success built on the foundation of the love, support and ethics of your grandparents. It must have been tough with all that discipline but wow what a testament to the strength of character of both of you ๐ซโจ๐โ๏ธ","likes":0,"user_id":"anonymous","created_at":"2025-02-11T21:46:30.000Z"},{"text":"You probably don't even realize it, you are the family's humble gem. Your humility and your gem (bachelor's and law degrees) got you this far and continues to enhance your growing family legacy. Your grandparents are already smiling over you! ๐๐โจโจ (And lots of good luck and good blessings on your bar exam! My little brother passed his last October - worth three months of waiting with anxiety, he said!)","likes":0,"user_id":"anonymous","created_at":"2025-02-11T22:46:43.000Z"},{"text":"I feel like I met your grandparents! Amazing story. Everyone is cheering you on. โค๏ธ","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:46:02.000Z"},{"text":"What a beautiful legacy and you will graduate and do well on the bar exam! Thank you for sharing your story with us! ๐ญโค๏ธ","likes":0,"user_id":"anonymous","created_at":"2025-02-11T20:59:46.000Z"},{"text":"Iโm sitting in a drโs waiting room and now my eyes are welling up. ๐ฅน Love this for you, your family & your community. Your grandparents are
P R O U Dโค๏ธโค๏ธ Congratulations.","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:01:17.000Z"}]},"proud, you!, What":{"count":13,"summary":"Congratulations; Iโm so proud of you ๐ฅน Teary eyed. Weโre proud of you!. โค๏ธ We are all so proud of you!.","sentiment":{"neutral":0,"negative":0,"positive":100},"representative_comments":[{"text":"Crying!! Congratulations; Iโm so proud of you ๐ฅน","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:23:06.000Z"},{"text":"Youโre DOING IT BISON!!! Weโre proud of you!! โค๏ธ๐ฆฌ๐","likes":0,"user_id":"anonymous","created_at":"2025-02-11T20:56:30.000Z"},{"text":"Welp. Actual tears. On behalf of the ancestors, weโre so proud of you!","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:30:31.000Z"},{"text":"What a star โญ๏ธ weโre all proud of you","likes":0,"user_id":"anonymous","created_at":"2025-02-13T20:16:31.000Z"},{"text":"Incredible!!!!!!!๐๐พ๐๐พ๐๐พ๐๐พ๐๐พ๐๐พ๐๐พโค๏ธ Strong hug! Congratulations on DOING IT!!!","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:35:09.000Z"}]},"part, find, canโt":{"count":9,"summary":"I donโt see part 2. I canโt find Part 2. Can't find part 2!!.","sentiment":{"neutral":44.4,"negative":55.6,"positive":0},"representative_comments":[{"text":"Can you pin the comment with part 2? I canโt find it ๐ฉ","likes":0,"user_id":"anonymous","created_at":"2025-02-13T13:57:02.000Z"},{"text":"I donโt see part 2?","likes":0,"user_id":"anonymous","created_at":"2025-02-13T05:51:24.000Z"},{"text":"Where is the part 2 please?","likes":0,"user_id":"anonymous","created_at":"2025-02-13T04:25:06.000Z"},{"text":"I canโt find Part 2! I am dying to read the rest of this ๐ฅน","likes":0,"user_id":"anonymous","created_at":"2025-02-12T18:24:35.000Z"},{"text":"Can't find part 2!!! Help!","likes":0,"user_id":"anonymous","created_at":"2025-02-13T14:03:30.000Z"}]},"You, Keep, Jacquelyn":{"count":13,"summary":"Jacquelyn Grant YOU GOT THIS. You should be so proud, Jacquelyn. You've got this Jacquelyn Grant.","sentiment":{"neutral":0,"negative":7.7,"positive":92.3},"representative_comments":[{"text":"Go Jacquelyn Grant! You got this and they are the wind beneath your wings!!!","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:19:23.000Z"},{"text":"Yes Jacquelyn!!! You will do it!!","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:06:08.000Z"},{"text":"You should be so proud, Jacquelyn! Keep going, great things are headed your way! ๐","likes":0,"user_id":"anonymous","created_at":"2025-02-13T13:46:17.000Z"},{"text":"You've got this Jacquelyn Grant! ๐ช๐พ","likes":0,"user_id":"anonymous","created_at":"2025-02-12T09:53:02.000Z"},{"text":"Jacqueline, weโre proud of you! Keep going!","likes":0,"user_id":"anonymous","created_at":"2025-02-11T21:01:09.000Z"}]},"officers, They, daughter":{"count":16,"summary":"๐ my god today all Iโve been doing is crying. And now Iโm crying. I do a good job but these ladies be looking at me up and down and its so stressful.","sentiment":{"neutral":0,"negative":12.5,"positive":87.5},"representative_comments":[{"text":"Iโm balling at work. Omg. You got this!! ๐ฅบ๐ฅบ๐๐๐ซถ๐ซถ","likes":0,"user_id":"anonymous","created_at":"2025-02-11T18:44:55.000Z"},{"text":"Well here I go crying in public again ๐","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:11:36.000Z"},{"text":"And now Iโm crying. ๐๐ญ","likes":0,"user_id":"anonymous","created_at":"2025-02-13T10:13:13.000Z"},{"text":"my god today all Iโve been doing is crying. ๐ญ๐ญ๐ฅนโค๏ธ","likes":0,"user_id":"anonymous","created_at":"2025-02-11T19:20:54.000Z"},{"text":"Wow who is cutting onions in here??? ๐ญ๐","likes":0,"user_id":"anonymous","created_at":"2025-02-11T18:55:33.000Z"}]}},"total_comments":87,"overall_summary":"Your grandparents are P R O U Dโค๏ธโค๏ธ Congratulations. I feel like I met your grandparents. I'm cheering for you.","unique_comments":82,"overall_sentiment":{"neutral":6.1,"negative":12.2,"positive":81.7}}},"platform_breakdown":{"xhs":1,"tiktok":82,"facebook":100,"instagram":87}}
Performance Metrics
All Input Parameters
{ "session_id": "6c973b86-12fd-468e-9fc9-6b2086195cc5", "num_clusters": 5, "comments_file": "https://replicate.delivery/pbxt/Mfs8XZteXqUUjza1322X7yhdNFfPMfuQt2VMCOOVCLl3gLfJ/input_file.json", "similarity_threshold": 0.85, "num_representative_comments": 5 }
Input Parameters
- session_id
- Unique identifier for this analysis session
- num_clusters
- Maximum number of topic clusters to create
- comments_file (required)
- JSON file containing comments from different platforms
- ranking_method
- Method to rank comments: 'engagement', 'sentiment', 'relevance', or 'mixed'
- extract_hashtags
- Extract and analyze hashtags from comments
- similarity_threshold
- Threshold for detecting duplicate comments (0.0-1.0)
- cross_platform_analysis
- Enable correlation analysis between platforms
- num_representative_comments
- Number of representative comments per topic
Output Schema
Output
Example Execution Logs
2025-03-17 10:34:55,797 - INFO - Processing data for session 6c973b86-12fd-468e-9fc9-6b2086195cc5 2025-03-17 10:34:55,800 - INFO - Extracted 87 valid comments from instagram 2025-03-17 10:34:55,800 - INFO - Extracted 1 valid comments from xhs 2025-03-17 10:34:55,801 - INFO - Extracted 82 valid comments from tiktok 2025-03-17 10:34:55,802 - INFO - Extracted 100 valid comments from facebook 2025-03-17 10:34:55,802 - INFO - Total comments collected: 270 2025-03-17 10:34:55,802 - INFO - Processing 87 comments from instagram Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 33%|โโโโ | 1/3 [00:00<00:00, 2.08it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 6.01it/s] 2025-03-17 10:34:56,306 - INFO - Removed 5 duplicate comments Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 77.09it/s] 2025-03-17 10:34:56,373 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:56,374 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:56,375 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:56,376 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:56,377 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 41.10it/s] Batches: 0%| | 0/5 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 5/5 [00:00<00:00, 149.05it/s] Token indices sequence length is longer than the specified maximum sequence length for this model (519 > 512). Running this sequence through the model will result in indexing errors 2025-03-17 10:34:56,487 - WARNING - Error analyzing sentiment: The size of tensor a (519) must match the size of tensor b (512) at non-singleton dimension 1 You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 221.01it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 159.01it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 69.80it/s] Batches: 0%| | 0/2 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 2/2 [00:00<00:00, 170.65it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 196.01it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 154.69it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 295.25it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 282.52it/s] Batches: 0%| | 0/8 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 8/8 [00:00<00:00, 151.91it/s] 2025-03-17 10:34:57,140 - WARNING - Error analyzing sentiment: The size of tensor a (519) must match the size of tensor b (512) at non-singleton dimension 1 2025-03-17 10:34:57,553 - INFO - Processing 1 comments from xhs Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 281.52it/s] 2025-03-17 10:34:57,559 - INFO - Removed 0 duplicate comments Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 335.54it/s] Building prefix dict from the default dictionary ... 2025-03-17 10:34:57,565 - DEBUG - Building prefix dict from the default dictionary ... Dumping model to file cache /tmp/jieba.cache 2025-03-17 10:34:58,098 - DEBUG - Dumping model to file cache /tmp/jieba.cache Loading model cost 0.571 seconds. 2025-03-17 10:34:58,135 - DEBUG - Loading model cost 0.571 seconds. Prefix dict has been built successfully. 2025-03-17 10:34:58,136 - DEBUG - Prefix dict has been built successfully. 2025-03-17 10:34:58,148 - INFO - Processing 82 comments from tiktok Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 137.13it/s] 2025-03-17 10:34:58,173 - INFO - Removed 1 duplicate comments Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 137.22it/s] 2025-03-17 10:34:58,200 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:58,201 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:58,202 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:58,202 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:58,203 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** Batches: 0%| | 0/2 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 2/2 [00:00<00:00, 126.14it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 121.87it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 255.55it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 190.41it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 150.25it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 48.71it/s] 2025-03-17 10:34:59,124 - INFO - Processing 100 comments from facebook Batches: 0%| | 0/4 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 4/4 [00:00<00:00, 78.83it/s] 2025-03-17 10:34:59,179 - INFO - Removed 1 duplicate comments Batches: 0%| | 0/4 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 4/4 [00:00<00:00, 79.69it/s] 2025-03-17 10:34:59,236 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:59,237 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:59,238 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:59,239 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:34:59,240 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 109.89it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 103.14it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 48.43it/s] Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 136.48it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 43.31it/s] Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 121.56it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 68.75it/s] Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 143.47it/s] Batches: 0%| | 0/8 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 8/8 [00:00<00:00, 132.66it/s] Batches: 0%| | 0/9 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 9/9 [00:00<00:00, 89.44it/s] Batches: 100%|โโโโโโโโโโ| 9/9 [00:00<00:00, 89.33it/s] 2025-03-17 10:35:00,738 - INFO - Removed 7 duplicate comments Batches: 0%| | 0/9 [00:00<?, ?it/s] Batches: 78%|โโโโโโโโ | 7/9 [00:00<00:00, 67.27it/s] Batches: 100%|โโโโโโโโโโ| 9/9 [00:00<00:00, 80.22it/s] 2025-03-17 10:35:00,862 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:35:00,865 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:35:00,867 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:35:00,869 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** 2025-03-17 10:35:00,870 - WARNING - Error during tokenization: ********************************************************************** Resource [93mpunkt_tab[0m not found. Please use the NLTK Downloader to obtain the resource: [31m>>> import nltk >>> nltk.download('punkt_tab') [0m For more information see: https://www.nltk.org/data.html Attempted to load [93mtokenizers/punkt_tab/english/[0m Searched in: - '/root/nltk_data' - '/root/.pyenv/versions/3.10.15/nltk_data' - '/root/.pyenv/versions/3.10.15/share/nltk_data' - '/root/.pyenv/versions/3.10.15/lib/nltk_data' - '/usr/share/nltk_data' - '/usr/local/share/nltk_data' - '/usr/lib/nltk_data' - '/usr/local/lib/nltk_data' - '/root/nltk_data' ********************************************************************** Batches: 0%| | 0/2 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 2/2 [00:00<00:00, 60.88it/s] Batches: 0%| | 0/6 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 6/6 [00:00<00:00, 150.68it/s] 2025-03-17 10:35:01,009 - WARNING - Error analyzing sentiment: The size of tensor a (519) must match the size of tensor b (512) at non-singleton dimension 1 Batches: 0%| | 0/4 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 4/4 [00:00<00:00, 94.37it/s] Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 85.19it/s] Batches: 0%| | 0/3 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 3/3 [00:00<00:00, 71.05it/s] Batches: 0%| | 0/8 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 8/8 [00:00<00:00, 138.61it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 257.97it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 129.18it/s] Batches: 0%| | 0/1 [00:00<?, ?it/s] Batches: 100%|โโโโโโโโโโ| 1/1 [00:00<00:00, 89.45it/s] Batches: 0%| | 0/16 [00:00<?, ?it/s] Batches: 75%|โโโโโโโโ | 12/16 [00:00<00:00, 116.14it/s] Batches: 100%|โโโโโโโโโโ| 16/16 [00:00<00:00, 133.61it/s] 2025-03-17 10:35:02,959 - WARNING - Error analyzing sentiment: The size of tensor a (519) must match the size of tensor b (512) at non-singleton dimension 1
Version Details
- Version ID
c8bd0d4fe256d9d8bf38a841c8fa18ddd4d91aaa2f25f17b19345301ec5532c1
- Version Created
- April 16, 2025