doc_id string | source string | text string | title string |
|---|---|---|---|
amazon_beauty:000000001 | amazon_beauty | This spray is really nice. It smells really good, goes on really fine, and does the trick. I will say it feels like you need a lot of it though to get the texture I want. I have a lot of hair, medium thickness. I am comparing to other brands with yucky chemicals so I'm gonna stick with this. Try it! | Such a lovely scent but not overpowering. |
amazon_beauty:000000002 | amazon_beauty | This product does what I need it to do, I just wish it was odorless or had a soft coconut smell. Having my head smell like an orange coffee is offputting. (granted, I did know the smell was described but I was hoping it would be light) | Works great but smells a little weird. |
amazon_beauty:000000006 | amazon_beauty | The polish was quiet thick and did not apply smoothly. I let dry overnight before adding a second coat since it was so thick. | Pretty Color |
amazon_beauty:000000007 | amazon_beauty | Great for many tasks. I purchased these for makeup removal. No makeup on your washcloths. Disposable, so great for travel. Soft. Absorbant. | Handy |
amazon_beauty:000000009 | amazon_beauty | This is perfect for my between salon visits. I have been using this now twice a week for over a month and I absolutely love it! My skin looks amazing and feels super smooth and silky. This is also super easy to use (just follow instructions). I can see already that I will begin expanding the time between visits which w... | Great for at home use and so easy to use! |
amazon_beauty:000000010 | amazon_beauty | I get Keratin treatments at the salon at least 3-4 times a year (would do it more often if I could afford it). I am always in the market to use products that can help extend my salon visits. This Keratin shampoo is really nice. It is sulfate free (which is the first thing I look for ) and makes my hair feel silky smoot... | Nice shampoo for the money |
amazon_beauty:000000012 | amazon_beauty | This is a really nice moisturizing lotion. It goes on lightly and is readily absorbed into my skin. My skin feels amazingly softer and smoother and allows for a nice base for my makeup to be applied over. You only need a small pea sized amount to cover your entire face and neck. Highly recommend for all skin types, age... | A little goes a long way! |
amazon_beauty:000000014 | amazon_beauty | Really nice small brush. Made well, nice wood made with boar bristle, my son absolutely loves this. It brushes his hair well and keeps him looking his best. This compact size makes it nice to keep in the center console of his car or to take on vacation with him. Highly recommend! | Good quality hair brush! |
amazon_beauty:000000015 | amazon_beauty | I had never tried anything for my skin consisting of pomegranate, so I was anxious to try this. It actually is an entire skin care regimine containing a cleanser, a toner, a facial cream, an eye cream and overall moisurizers. I actually was quite surprised how well this worked from start to finish. It was nice having a... | Great refreshing skin care routine! |
amazon_beauty:000000016 | amazon_beauty | When I saw this, I was thrilled to be able to try it. I have suffered from bags and dark circles under my eyes for years now. I have been 'using' this for almost three weeks and I am not happy with it. First, it's almost impossible for me to keep it in place under my eyes. They come wet out of the packet and I was unsu... | Didn't do much and difficult to place and maintain on your face |
amazon_beauty:000000017 | amazon_beauty | This is a great hair straightener. Heats up quickly and evenly, makes it easy to take the curl out of my naturally wavy hair. It fits easily in my hand and maneuvers around the front and back of my head easily. Does not heat up my countertop (keeps the heat on the iron). I love this pink, too, it matches my decor perfe... | Quality hair iron, works perfectly to straighten my hair! |
amazon_beauty:000000019 | amazon_beauty | To be honest, I rarely have used an overnight cream. Typically, my skin care routine is the same morning and night (wash, apply hyalauronic serum, and some kind of moistutrizer). So, when I saw this Iryasa cream I wanted to try it. Easy to apply, you can immediately feel the moisture starting to work. I do apply this a... | Wonderful overnight cream! |
amazon_beauty:000000020 | amazon_beauty | At first when I saw this, I wasn't sure what this. I looked at the reviews (which were mostly positive) and thought I would give it a try. My skepticism was quickly diminished after trying this for just a few days. I typically shower every morning and I have Vitamin C and Retinol that I apply to my face. So, when I got... | This really works! |
amazon_beauty:000000027 | amazon_beauty | its OK not as good as the original Wet Brush just a knock off | just ok |
amazon_beauty:000000028 | amazon_beauty | nothing special unfortunately i waited too long to return them .... no results at all dont waste your money | not what it claims to do |
amazon_beauty:000000029 | amazon_beauty | I love the cocoa butter and shea butter. I hear the shea butter up and whip it until it softens. | Moisturizing and cost efficient |
amazon_beauty:000000030 | amazon_beauty | I think I need to stick with my 5 blade razor. This razor is not only difficult to hold & is made of a hard slick plastic with no grippers, but doesn't shave as well as my 5 blade razor. The style is nice, but the functionality is not. | I'll stick to my 5 blade razor. |
amazon_beauty:000000031 | amazon_beauty | A total waste of money. I get better results using a tea bag to alleviate under eye swelling. | Ineffective |
amazon_beauty:000000035 | amazon_beauty | I purchased the tool for my 80 year old mom because she like to file her own toes and fingers. This tool makes it so she can. The thing I don't like? That you have to purchase ALL four files - the buffing files (2 of the 4) are useless. So - it would be nice to be able just to purchase the green and blue ones. The... | replacement filing discs |
amazon_beauty:000000036 | amazon_beauty | I'm a BIG wet nap fan. Always have been. They smell good. They are just the right size. I carry them every where. They don't leak like a bottle of hand santizer and fit in any pocket. 1000? Yeah. It's alot...but I'm happy to use them freely. And quit looking for ways to pocket them at a restaurant. :) They a... | They smell good. They are just the right size |
amazon_beauty:000000037 | amazon_beauty | Rrain hats are really handy when<br />one doesn't have an umbrella, and<br />easy to carry in a purse or pocket. | QUICK RAIN PROTECTION |
amazon_beauty:000000040 | amazon_beauty | Normally I like NYX products but not this one. It leaves a funny coating on your eyebrows and pushes them down so much they look thinner than they are.<br />Not worth it. | Don’t bother |
amazon_beauty:000000042 | amazon_beauty | These are nice and fit well and the masks loop in the right place to stay on your face | Great headbands |
amazon_beauty:000000043 | amazon_beauty | These are not what I was expecting. They are super nice quality and can almost be used as ear warmers. Vey thick and plush. I ordered 3. One for my grand daughter and on for each of my nieces. They love them. | Really nice quality |
amazon_beauty:000000045 | amazon_beauty | I bought a pack of these and loved themso much I immediately bought another pack. They are perfect all around and the price is great! | LOVE these!!! |
amazon_beauty:000000046 | amazon_beauty | Haven’t worn it very long yet so can’t comment on longevity but looks great and dried pretty fast. | Nice colors and dries fast |
amazon_beauty:000000047 | amazon_beauty | Plastic does not bend for matching your brows and will not lay against your skin for tinting at all. The shapes included are way too large and do not match the natural brow lines. Total waste of money. | waste of money |
amazon_beauty:000000051 | amazon_beauty | Great multi pack of bands for a great price. They wash well in the laundry and don't lose any elasticity | Great multi pack of bands for a great price |
amazon_beauty:000000057 | amazon_beauty | These diamond are absolutely beautiful and shine so well. Not cheesy like some of the colored diamonds can, does not look like cheap plastic at all.<br />I would definitely buy again.<br />Follow me on Instagram @theenailgame | Absolutely beautiful |
amazon_beauty:000000061 | amazon_beauty | This mask support works great. It does what it's supposed to do. It keeps your mask off of your mouth and nose, allowing more airflow. You mouth and nose are still covered, but the fabric isn't right up against your face. | Item does what it's supposed to do |
amazon_beauty:000000063 | amazon_beauty | I do like the angle of this dermaplaning blade, other than that, it's basically a razor. It preforms just like any other razor blade other than the way you hold it. I can't say it's something special due to this. The cleaning brush is great and needs to be used since the hair stays in the blades. | I like the angle of this dermaplaning blade |
amazon_beauty:000000064 | amazon_beauty | 4 stars because it pulled my skin off on the sensitive crease on side of my nose. Just be careful if you have a tough spot upon removing. You must rewet it if it is sticking too strongly. I started on that spot and didn't realize it was tearing my skin. If you follow the instructions, you should have no problem. | Deep cleaning as described |
amazon_beauty:000000065 | amazon_beauty | I really love this blush it's super cute ultra kawaii and I personally am a fan of the changing pictures that it comes with so it's awesome I guess I just wished it was eyeshadow instead the sailor moon one is also cute but too expensive in my opinion and the blush is not a big deal but this item is more like collectio... | Exactly as described super kawaii! |
amazon_beauty:000000066 | amazon_beauty | This spray smells amazing, it does claim to be completely natural so I am wondering if it really is since the smell is very well... processed in my opinion, that being said, it does look completely natural it's completely transparent and once you apply it it doesn't feel as sticky as other products I've used before it ... | Such a nice spray mist |
amazon_beauty:000000069 | amazon_beauty | This lip butter is pretty much a lip gloss. I haven't noticed any lip plumping action, but it is hydrating. It smells wonderful! There's a slight pinkish tinge to it, but it's sheer and not very prominent. It doesn't last very long and does transfer. | Hydrating! |
amazon_beauty:000000072 | amazon_beauty | I'm in my mid-fifties and I have been using creams targeted to the neck and chest area for a few years now. I have definitely seem some improvement in the texture of that skin. This bottle is very small. It's a lotion consistency and it has a light pleasant scent. It doesn't leave my hands feeling sticky, but the bottl... | Small Bottle |
amazon_beauty:000000074 | amazon_beauty | I really like this face oil by Dose of Colors. It is fragrance free, but it has a light, pleasant smell to it. It does feel a bit oily, but that goes away after several minutes. I'm only using this at nighttime, because it's too heavy for daytime use in my opinion. It doesn't annoy my sensitive skin. It leaves my skin ... | Leaves Skin Feeling Soft! |
amazon_beauty:000000075 | amazon_beauty | I enjoy sugar scrubs! They are wonderful for smoothing rough elbows. This one is a small container. I would consider it more of a travel size or sample size. It smells good. It's got a fruity/beachy smell to it. The scrub has a coarse texture which makes it better for exfoliating, yet I didn't have any troubles with it... | Smells Good! |
amazon_beauty:000000077 | amazon_beauty | I am in my early fifties. I have been using anti-aging products for the past several years. This eye cream has minimal smell to it. The consistency is a thin cream. It's not runny, it's just not thick. I have sensitive eyes and this is non-irritating. My eyes water a lot and that often leads to product getting into my ... | Non-Irritating |
amazon_beauty:000000078 | amazon_beauty | I like wearing eye masks such as these. They are refreshing and energizing. I store them in my small beauty refrigerator which makes them even more enjoyable. After wearing them, I felt ready to take on the world! It comes with a little spatula so you can take them out of the jar without touching them. It felt like the... | Refreshing! |
amazon_beauty:000000080 | amazon_beauty | I recently took the Pinrose fragrance quiz on their website and this was the scent that was recommended for me. It's okay. I don't dislike it. I definitely don't love it. It's a musky floral scent. Floral scented fragrances are not my favorites. I prefer either fruity or sweet. This supposedly has peach notes in it, bu... | Great for Travel! |
amazon_beauty:000000082 | amazon_beauty | I have tried several different brands of face wipes. These have to be some of the best ones that I have ever used. They have a wonderful, refreshing scent to them. They are wetter than most wipes I have used which makes them more effective at cleansing the face. The cloths are a good size and pretty soft. They didn't i... | Best Face Wipes! |
amazon_beauty:000000083 | amazon_beauty | I am in my early fifties and my morning skincare routine calls for Vitamin C serum. This doesn't smell like most other Vitamin C serums that I have used. It has a neutral scent that doesn't linger. The serum consistency is thick, but runny. It's a bit oily and doesn't absorb quickly. My skin can be sensitive at times, ... | A Bit Oily |
amazon_beauty:000000084 | amazon_beauty | It's difficult to find some targeted skincare products in travel sizes. I can usually find cleansers and moisturizers, but serums and eye creams are not so easy to track down. This travel set comes with a foaming cleanser, an eye cream, a serum, and a moisturizer as well as a beauty spritz. I wasn't sure what the sprit... | Good Variety of Travel Size Skincare Products |
amazon_beauty:000000085 | amazon_beauty | This set of gel nail polishes comes in a nice variety of colors. The brushes seem fairly comparable to other nail polishes. What I really like is that there is a little window on the front of each bottle that shows you the color. I've ordered some gel nail polishes that have no color identification on the bottle and I ... | Nice Variety of Colors |
amazon_beauty:000000086 | amazon_beauty | I work at home, so I can't get by without wearing a face mask for a good part of the day, but I do wear one if I am going out. I have had issues with some masks not staying over my ears. This is a good way to utilize those masks. The headband is comfortable and light weight. It has some stretch to it. The buttons are ... | Comfortable Head Band |
amazon_beauty:000000089 | amazon_beauty | This is a light weight serum. It has a runny, liquidy consistency that's non-greasy. It doesn't leave behind any stickiness or tackiness. There is no scent to it either. It absorbs really fast and immediately hydrates your skin. It leaves a smooth finish. It's non-irritating and doesn't annoy my sensitive skin. | Light Weight |
amazon_beauty:000000090 | amazon_beauty | I wear headbands like this in the evening when washing my face and following my skincare routine. These headbands are very soft. I found these to be a little small, but they do stretch enough to accommodate my large head. I have just had other headbands that were a little larger and didn't require being stretched to th... | Soft |
amazon_beauty:000000091 | amazon_beauty | I guess I'm not the right target audience for this Vitamin C/Retinol Moisturizer. I'm in my early fifties. Both of those ingredients are part of my daily skincare routine, so I thought it would be perfect for me. I did not see the recommended for ages 20-30s before ordering. It has a light, barely noticeable citrus sme... | Not The Right Target Audience |
amazon_beauty:000000092 | amazon_beauty | This serum is more the consistency of a lotion than serums that I have used in the past. It has a nice fruity smell. It doesn't irritate my sensitive skin. The serum absorbs quickly and isn't tacky or sticky. I am in my early fifties and use an assortment of anti-aging products daily. I haven't seen any new miraculous ... | Nice Fruity Scent |
amazon_beauty:000000094 | amazon_beauty | Last summer I decided to grow out my bangs after having them for all of my adult life. I hadn't used much hairspray since the eighties and into the nineties, but I found that I needed to spray my former bangs in order to help train them to their new position. This is a huge bottle of hair spray. It has a standard hair ... | Huge Bottle! |
amazon_beauty:000000096 | amazon_beauty | This goat milk cleanser is very gentle. I have sensitive skin and it doesn't irritate or annoy my skin at all. It has a pump dispenser that works nicely. It's thick, like a lotion consistency. The cleanser doesn't lather or foam. I haven't been able to notice any scent, good or bad. It doesn't dry out my skin. I'm very... | Gentle! |
amazon_beauty:000000097 | amazon_beauty | 'Tis the season for dry hands! I go through a lot of hand creams in the winter months. This lotion is not too thick, but it's not runny either. It absorbs nicely and doesn't leave behind any greasiness. It has a light, fruity scent that's not overpowering. In fact, I found it to be barely noticeable. It is very moistur... | Moisturizing |
amazon_beauty:000000099 | amazon_beauty | I am in my early 50's and have been a regular user of anti-aging products for the past several years. This serum comes in a glass bottle and has a dropper applicator. It takes about half of the dropper to cover my face. It has a tacky (but not sticky) feel to it which remains for a while even after it has absorbed into... | Doesn't Irritate My Skin |
amazon_beauty:000000100 | amazon_beauty | My husband started a business recently and was looking at options for his bookkeeping. He knew that he wanted to use QuickBooks from his previous experience. Originally he was going to use the web based version, but since this comes with a year of enhanced payroll, he decided to go with this. He consulted with an accou... | Easy to Use! |
amazon_beauty:000000103 | amazon_beauty | I have one of the original Makeup Erasers and to be honest, I can't tell the difference between these cloths or the original one. Well, that's not entirely true, I can tell the difference. These have a hanging loop and the name brand ones don't! Side by side, they are identical. These are just as soft. They do an impre... | Impressive! |
amazon_beauty:000000106 | amazon_beauty | A few months ago I got a vanity mirror that magnifies 5 times. Until then, I didn't know that I had a blackhead problem. I don't always have blackheads, so I don't use this every morning. But when I do notice blackheads, I use this for a few days until they are gone. The product is white and has a very fine grit to it.... | Doesn't Irritate My Skin |
amazon_beauty:000000111 | amazon_beauty | I am very happy with my Marrywindix acrylic organizer! I have limited counter space for my cosmetics and beauty products. Prior to ordering this organizer, I had all of my lipsticks & lip glosses shoved in a small drawer. Because they were over crowded, I had difficulties finding the ones that I wanted when I wanted th... | Looks Great! |
amazon_beauty:000000113 | amazon_beauty | I sleep better when I wear a sleep mask, so I use them regularly. When I was looking for a new one to replace my worn out one, I was given the opportunity to purchase this one at a discounted price so I could try it out. This is a nice, light weight sleeping mask. I've had one mask before that was super thick & padded,... | Blocks the Majority of the Light to Help You Sleep! |
amazon_beauty:000000114 | amazon_beauty | First of all, this is a generous amount of rosehip oil! I've been using it daily for about 2 weeks and I've barely put a dent in it. I've been using it on a burn scar that I have on my arm. The pump lid is easy to use & dispenses a nice amount of oil. One pump is enough for my scar. When I first used it, I was a little... | A Little Goes A Long Way! |
amazon_beauty:000000116 | amazon_beauty | only 2 problems with this product--expensive and hard to get. Even if it is the best, I'm switching back to the Oster cleaner | great clipper cleaner |
amazon_beauty:000000121 | amazon_beauty | The button locations are way off … but the quality of the headbands are great. | Very comfortable |
amazon_beauty:000000122 | amazon_beauty | cheap stuff... bumpy surface, paint is chipping off after one use. It's not worth printing a return label, or a drive to ups. | cheap stuff... bumpy surface, paint is ... |
amazon_beauty:000000123 | amazon_beauty | I've worn this for 3 days, I'm a little disappointed the black paint had already started to chip off. | I recommend this product to other customers |
amazon_beauty:000000124 | amazon_beauty | I'm very happy with my order. Will order item again. I use it for my nail art . | Four Stars |
amazon_beauty:000000126 | amazon_beauty | I'm not a big fan on the top but you could always just cover that with a beanie or a hat. But overall it's really nice looking, super soft, correct length and everything. would but again. | good for the price! |
amazon_beauty:000000127 | amazon_beauty | At last, gluten-free deli bread! There are a few good gluten-free breads made without wheat, but they just don't have the flavor of this deli-style bread with sour dough in the ingredient list. This is the first on the market that I know of and it is delicious.There are 5 large deli size slices in a package. I find tha... | Love this Deli-Style Schar bread! |
amazon_beauty:000000128 | amazon_beauty | I have been using Nutra Nail odor-free nail polish remover for well over a year. It is an amazing product, as it has an oil base that is non-drying to the nails. My local Publix is no longer carrying it and I was so thankful to have found it on Amazon. The "cons" are that the Amazon display shows two bottles of the pro... | Excellent Odor-free Nail Polish Remover |
amazon_beauty:000000130 | amazon_beauty | This is really really good. Best I’ve ever used by far. | Works! |
amazon_beauty:000000133 | amazon_beauty | Seems good but have been too nervous to test it out. Will update once I do. | Seems good |
amazon_beauty:000000134 | amazon_beauty | This is a great lip gloss that feels very light on but also has a good amount of pigment to it. The shade I got is nice and neutral. It makes lips soft. It doesn’t last too long but expected with a more natural product. | Nice lip gloss |
amazon_beauty:000000135 | amazon_beauty | Great shampoo and conditioner set. Smells great and leaves hair feeling clean and soft. I like this brand and have used it in the past. Seems to be great quality. | Works great |
amazon_beauty:000000136 | amazon_beauty | This is much faster and less messy than using the cream. Quick any easy. Not the longest hold but good for a few hours. Not much of any smell to it which is probably better. Some of these wax's are way too fragrant. | Work well for light hold |
amazon_beauty:000000137 | amazon_beauty | Great soap with mild natural scent. Works great on my sensitive skin. Leaves it soft and clean and doesn’t dry it out. | Works great |
amazon_beauty:000000138 | amazon_beauty | Great quality soap! So many good ingredients that are good for skin and hydrating not drying. Smells great and skin feels clean and soft after. Highly recommend. | Works great |
amazon_beauty:000000139 | amazon_beauty | These are so popular and I was excited to try but I don’t feel like it did it for me. It was hard to get down to my scalp and move around. Felt much easier to just use my fingers. Maybe I need to practice more of try a different massager. They seem well made though and look just like the picture. | Prefer fingers |
amazon_beauty:000000140 | amazon_beauty | Great hair wraps that help dry hair faster than a regular towel. I like the different colors and they seem to be great quality. | Nice hair wraps |
amazon_beauty:000000141 | amazon_beauty | Tiny waver that works great to make smaller sized waves. Heats quickly and makes waves quickly. Only took a few minutes to do all of my daughters hair. I only do a top layer of hair and around the face. Find that it looks less poofy this way. Seems well made and good quality. | Small but Works great |
amazon_beauty:000000142 | amazon_beauty | Our girls love to play with this wig. Easy to put on and comes with a wig cap. Looks real. | Fun Wig |
amazon_beauty:000000144 | amazon_beauty | Great set of oils that are great to use as is or when making other products. I used the coconut oil in a roller ball with some tea tree and clove oil for a rash and it works great. They are both have no scent. | Great oils |
amazon_beauty:000000145 | amazon_beauty | Great set of hair items. Would make a nice gift. Works as described. The material is extremely plush and soft and feels luxurious to wear. | Works great |
amazon_beauty:000000146 | amazon_beauty | Decent shampoo. I used it alone without conditioner so I could see how it worked and it seemed to clean my hair well and leave it manageable. The scent is ok as well. While I didn’t notice anything negative there wasn’t anything that stood out to me to buy it again. | Works well |
amazon_beauty:000000148 | amazon_beauty | Great set of nail polishes. My daughter and granddaughter both liked them and thought they were great quality. Nice colors, go on smooth and dry quick. Don’t chip easily and Last as long as other quality polishes. | Great polishes |
amazon_beauty:000000149 | amazon_beauty | Interesting sunscreen. Has a clear gel consistency, goes and smooth and easily. Rubs in great and dries quickly, smells first of running alcohol and then berry. Seems to be effective in preventing sunburns. | Gel sunscreen |
amazon_beauty:000000150 | amazon_beauty | This is a nice cordless, travel size waterpik. It has good power for not being a regular waterpik. Some other cordless ones I’ve tried haven’t had the same power. This comes with a variety of tips. Is easy to fill and use. Has different settings and power levels. Charges via a usb cable. | Works great |
amazon_beauty:000000151 | amazon_beauty | Works well. Pain free. Easy to use. Requires 1 AA battery which is not included. | Works well |
amazon_beauty:000000153 | amazon_beauty | This flat iron works well to straighten hair, but I couldn't get it to curl very well like other straighteners I have. It is easy to use and the red light on the dial turns green when it is ready which is nice. | Works well to straighten |
amazon_beauty:000000154 | amazon_beauty | Clippers work well. I prefer to use them without the plastic catcher that is attached, but it easily comes off. Nice travel case that includes a nail file. Clippers are very sharp and cut efficiently and smoothly. | Works well |
amazon_beauty:000000155 | amazon_beauty | From my daughter: I usually buy Dove, Pantene or Tresemme shampoo. I haven't tried this particular tresemme before, but I really like it. It works great like the other varieties I have tried. This particular one smells like coconut, but not overly artificial or perfume-y. The shampoo works great, leaves hair clean, but... | Great shampoo |
amazon_beauty:000000156 | amazon_beauty | Not greasy or filmy!<br />Love the look and feel of this lightweight moisturizer! Don’t use too much!<br />Skin feels amazing every morning when I wake up! | A must have! |
amazon_beauty:000000157 | amazon_beauty | I have been using this mascara for about 2 months now and I am in awe at the difference in my lashes. And I’ve used it all! I’ve tried so many types of mascara even went thru falsies, extensions. And I love this product. It lengthens, plumps, and makes my lashes LOOK healthier. I highly recommend! | Wow! Amazing! |
amazon_beauty:000000158 | amazon_beauty | These along with their other scents (I love the blue ones too) are a must. I’m a face mask and product collector, I have so many masks but these are my top sheet masks for sure!! | Obsessed and soooo moisturizing! |
amazon_beauty:000000168 | amazon_beauty | I purchased this for my shoulder length hair. It's very difficult to use, would be best used on longer hair. It's a bit hard to wind the hair around this iron when it's my length. | Shoulder Length Hair - doesn't work well |
amazon_beauty:000000174 | amazon_beauty | Don’t get it! My hair is falling out! PLEASE google and research these products! My hair has been falling out from the roots for 4 weeks now! I’ve lost about a third of my hair so far and it’s still falling out!!! | My hair is falling out! DON’T get it! |
amazon_beauty:000000175 | amazon_beauty | Gift to a young Family member. They real like the item. | Gift to a young Family member. They real like the item. |
amazon_beauty:000000180 | amazon_beauty | I bought one and after trying it, I bought three more so I would always have one handy. | A Great Product |
amazon_beauty:000000182 | amazon_beauty | Like other nail polish removers, this MOUNTAIN FALLS REGULAR NAIL POLISH REMOVER (for Natural Nails with Vitamin E and Panthenol, 16 Fluid Ounce) is mostly acetone. It smells like all the other nail polish removers that I’ve tried, and works like them, too.<br /><br />I use nail polish remover to take gummy stuff off ... | Big Bottle of Acetone-Based Nail Polish Remover |
amazon_beauty:000000183 | amazon_beauty | This PHILIPS SONICARE ESSENCE+ TOOTHBRUSH & AIRFLOSS ELECTRIC FLOSSER (Value Bundle) is the real deal. The sonic toothbrush gets your teeth cleaner than a manual toothbrush, because of the vibrating brush head and the 2-minute timer that tells you when you’ve brushed long enough. A nice feature is that the color on t... | Electric Toothbrush, Electric Flosser Are Real Deal |
amazon_beauty:000000185 | amazon_beauty | Have yet to notice any change have been using this product for awhile now | Still have stretch marks |
amazon_beauty:000000190 | amazon_beauty | I bought this for a great nice for a gift and she loved it. Smell fantastic as well as moisturizing? Great price! | Fantastic! |
End of preview. Expand in Data Studio
TextInsightBench
English | 简体中文
An open natural-language data-mining challenge for agents: 50 tasks, 435,000 task documents, and 944,468 unlabeled learning documents. Each task supplies 5,000 or 10,000 texts and a research objective. Agents select their conditions, populations and comparisons, submit at most three discoveries, quantify their findings and explain counterexamples and competing interpretations.
| Source | Tasks | Task texts | Learning texts |
|---|---|---|---|
| Amazon Beauty | 13 | 130,000 | 330,885 |
| App Reviews | 13 | 65,000 | 1,660 |
| CFPB | 12 | 120,000 | 483,788 |
| NHTSA | 12 | 120,000 | 128,135 |
Files: tasks.json, corpora/.jsonl.gz, learning//*.parquet, output.schema.json, protocol.json, release.json, build_provenance.json and manifest.json. Learning configurations are available with datasets.load_dataset; use the benchmark runner for task corpora. The learning pool has no labels. Text is preserved; metadata fields and missingness are described in DATA.md.
Run and score
Use the code and English/Chinese quick start. The code's data.lock.json pins exact dataset commits; no numbered benchmark name is used. Default tasks already use the full exploration challenge. The runner provides a local corpus file for agent-controlled exploration.
All assignment partitions and arithmetic are verified. Semantic quality uses a bounded model-reviewed document sample, not exhaustive semantic validation. Scores emphasize useful discoveries, evidence, statistical validity, competing explanations and calibrated limits. No independent validation phase is required. The evaluation assets are public. Current redesigned tasks have zero fixed reference conclusions; earlier references remain in history and are not answers to the new tasks. Reference coverage is unavailable. See scoring.
Limitations and provenance
New task documents were drawn from a previously public curated learning pool: they are not guaranteed unseen. Current task and learning IDs are disjoint and inherit input text/template deduplication, but share entities and sources. The 50 briefs are not statistically independent. Larger corpora and stronger requirements do not establish empirical agent difficulty without actual results.
Data derives from Amazon Reviews'23 All Beauty, Android App Reviews, CFPB and NHTSA complaints. Redistribution authorization was confirmed before publication; upstream terms differ. Source attribution and terms apply; the compilation does not grant new rights over third-party text. Narratives are unverified author reports and may contain personal information.
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