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opinions (json)id (int)text (string)
[ { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
1,430
LOCATION1 is transforming and the prices will go up and up
[ { "sentiment": "Positive", "aspect": "shopping", "target_entity": "LOCATION1" } ]
2,013
Along LOCATION1 there are lots of Electronics shops (independent ones)
[ { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
1,244
And LOCATION1 is ten mins direct on the tube to LOCATION2:
[ { "sentiment": "Positive", "aspect": "nightlife", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
209
Another option is LOCATION1 which is very central and has tons of clubs/bars within walking distance of each other
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" } ]
2,824
Best bet is around LOCATION2 and LOCATION1 area in the northwest corner really nice
[ { "sentiment": "Negative", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
1,835
Central London based taxis mostly refuse fares to suburban areas like LOCATION1
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "live", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
1,429
Don't go looking at places like LOCATION1 now that IS a rough area you really wouldn't want to live in
[]
1,404
Down here in South London the accent [local] tends to be a bit more Kent, while the accent [local] in LOCATION1 tends to be a bit more Essex and Hertfordshire
[ { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
190
Everyone in LOCATION1 is now black or Bangladeshi
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
1,281
For gods sake don't move to LOCATION1 its horrible
[]
2,476
I also live in LOCATION1
[]
957
I don't live in London but I know the gay part of London would be LOCATION1
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
1,744
I dont like LOCATION1 at all
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,735
I have friends living in LOCATION1 and love it
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
575
I have heard that LOCATION1 is the place to live in London
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
1,191
I liv in LOCATION1 in LOCATION2 which is a place where a lot of violence happens wiv gangs e
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
1,696
I live in LOCATION1 and I cant say I recommend it
[ { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
1,210
I live in LOCATION1, been here 11 years with no problems
[ { "sentiment": "Positive", "aspect": "nightlife", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
508
I live in LOCATION1, there's great access to transport, some great pubs, beautiful houses in some areas, good schools
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
949
I lived in LOCATION1 for ten years it was rough , it was sooo close to the centre of town but so cheap
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
72
I lived in LOCATION1 for 6 months and adored it
[]
995
I lived in LOCATION1 from birth to 23 years very near to the Arsenal Stadium
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
61
I really like LOCATION1 I lived there for 3 months and had a lot of fun
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "shopping", "target_entity": "LOCATION1" } ]
1,218
I really love LOCATION1, There are some beautiful houses in the conservation area, there is Broadway Market and it's on the tube
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,406
I think LOCATION1 is your best bet
[]
2,549
I was born in LOCATION2 I am a cockney,my father was born along the LOCATION1
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
51
I would rather live in LOCATION1
[ { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION2" } ]
2,623
I would say either LOCATION1 or LOCATION2 if you have the money
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,477
I would suggest LOCATION1 as a pretty good area
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
2,381
I'd stay away from LOCATION1
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
2,147
I've never lived in LOCATION1 but know it reasonably well and would say it's an OK place to live
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
127
If I had the money, I would live near LOCATION1
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
713
If you are thinking South London, try LOCATION1
[]
771
It does not make that much difference if you fly into Gatwick or LOCATION1
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
2,375
It would be worth you looking around LOCATION1
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
2,276
LOCATION1 is traditionally not a wealthy area, in fact it is amongst the poorest areas in the entire UK
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
1,979
LOCATION1 ( pronounced Gren- Itch) is a lovely town, but parts of it can be very expensive
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
2,028
LOCATION1 aint too bad
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
2,685
LOCATION1 and LOCATION2 are the better area of West and Southwest London
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
2,798
LOCATION1 and LOCATION2 areas are nice i think
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
738
LOCATION1 attract many immigrants as it's cheaper
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" } ]
1,555
LOCATION1 cheap and lovely people
[ { "sentiment": "Positive", "aspect": "green-nature", "target_entity": "LOCATION1" } ]
1,173
LOCATION1 even has a lovely big park, so you can go for walks etc good luck
[ { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
453
LOCATION1 has a very large Jewish population
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
721
LOCATION1 has become a bit more up-market in recent years, and it's not too bad as a place
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
623
LOCATION1 in LOCATION1 might be suitable, but it's more than 30 minutes to Central London
[ { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
730
LOCATION1 is a good place to live with a major rail station
[ { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
49
LOCATION1 is a mainly Indian area but it very safe - lots of families with children
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
737
LOCATION1 is a nice suburb of LOCATION1
[ { "sentiment": "Positive", "aspect": "touristy", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
2,494
LOCATION1 is a safe area you will see a lot of tourists, sexy ladies
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "nightlife", "target_entity": "LOCATION1" } ]
2,301
LOCATION1 is a trendy, very edgy area with lots of live music venues
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
363
LOCATION1 is all druggies, and tourists,
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,992
LOCATION1 is good
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
715
LOCATION1 is good and not too shabby
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" } ]
1,724
LOCATION1 is in the east of London and is one of the more affordable parts of the London to live
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
337
LOCATION1 is just about okay
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
2,865
LOCATION1 is lovely and LOCATION2 (as others have said)
[ { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
136
LOCATION1 is more expensive (London) but is good for some of the local schools
[ { "sentiment": "Positive", "aspect": "shopping", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
2,475
LOCATION1 is more expensive, but if you're after lots of shops, cafes etc there's more to offer
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
2,084
LOCATION1 is not dangerous but it is an ugly jumble of concrete with no character
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
339
LOCATION1 is one of the most affluent areas and offers a much nicer environment to live than south of the river
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
2,469
LOCATION1 is one of the ruffest places in London
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" } ]
1,770
LOCATION1 is pretty bad with its stabbings muggings and general filth of the place
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,514
LOCATION1 is quite a nice area
[ { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
1,903
LOCATION1 is safe, you will hear noisy drunks at 1 am anywhere
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
505
LOCATION1 is the best by a long shot
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
142
LOCATION1 is the place, I love it
[]
870
LOCATION1 is very suburban
[ { "sentiment": "Positive", "aspect": "touristy", "target_entity": "LOCATION1" } ]
2,004
LOCATION1 is worth a visit if you are going in the spring or summer time
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,484
LOCATION1 isn't bad
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
2,573
LOCATION1 isn't that bad, its a vibrant and diverse place, which does have crime, but so does LOCATION2
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,940
LOCATION1 would be pretty good, it's a laid back spot and mostly locals
[ { "sentiment": "Negative", "aspect": "general", "target_entity": "LOCATION1" } ]
1,646
LOCATION1's a hole
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
803
LOCATION1's a lovely town but very expensive
[ { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
2,332
LOCATION1's a very central area close to LOCATION1
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "quiet", "target_entity": "LOCATION1" } ]
1,401
LOCATION1's nice and quite quiet
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" } ]
2,921
LOCATION2 and LOCATION1 are the cheapest or are you talking about the real world
[ { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
674
London is so diverse there are no racist areas I live in LOCATION1 and have never had any problems
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
1,338
Lots of the better areas are expensive and definitely LOCATION1
[ { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "safety", "target_entity": "LOCATION1" } ]
208
Off course LOCATION1 is most safest place of Central London
[ { "sentiment": "Positive", "aspect": "live", "target_entity": "LOCATION1" } ]
2,479
Oh LOCATION1 for me without a doubt, I've always said I would love to live there
[ { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION2" } ]
2,734
The LOCATION1/LOCATION2 area is very expensive, probably the most expensive in London
[ { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
760
The Nobility live in townhouses in LOCATION1
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
1,605
The area South of LOCATION1 is also good
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "green-nature", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "green-nature", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION2" } ]
2,784
The area around LOCATION1 and LOCATION2 stations is very nice, leafy and green, and affordable
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" } ]
509
The cheapest area of London is LOCATION1 (DA18)
[ { "sentiment": "Positive", "aspect": "touristy", "target_entity": "LOCATION1" } ]
1,155
There's one place you must visit here in London - LOCATION1 and it's markets
[]
1,648
Think most of the marketing agencies of London are located in and around LOCATION1 - it's also where most of the advertising companies locate to as well
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
2,208
Try LOCATION1 or nearby
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
1,274
Try LOCATION1, it has great transport connections and has had a lot of development in the last few years west London
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION2" }, { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
3,002
Try searching in LOCATION1 or LOCATION2
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" } ]
517
You may want to consider LOCATION1
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" } ]
2,352
You will not find anywhere near London much cheaper than LOCATION1
[ { "sentiment": "Negative", "aspect": "quiet", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "multicultural", "target_entity": "LOCATION1" } ]
429
area around LOCATION1 in very multi-cultural and it is a very busy area
[ { "sentiment": "Negative", "aspect": "safety", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
2,042
depends how much money you have to spend but avoid most of the LOCATION1,bad transport and alot trouble
[ { "sentiment": "Positive", "aspect": "general", "target_entity": "LOCATION1" }, { "sentiment": "Negative", "aspect": "price", "target_entity": "LOCATION1" } ]
14
i come from same area as david and have to agree if going to live in suburbia then LOCATION1 area is good but EXPENSIVE
[ { "sentiment": "Positive", "aspect": "price", "target_entity": "LOCATION1" }, { "sentiment": "Positive", "aspect": "quiet", "target_entity": "LOCATION1" } ]
885
i live in LOCATION1 which is in north west extended London, it is great because its not to busy and its not to expensive ether
[]
660
if you google victorian LOCATION1 you'll come up with a host of information you can also check it out on streetmap
[ { "sentiment": "Negative", "aspect": "live", "target_entity": "LOCATION1" } ]
971
just dont live in LOCATION1, you'll regret it
[ { "sentiment": "Positive", "aspect": "transit-location", "target_entity": "LOCATION1" } ]
472
just go to LOCATION1 and you'll be in the centre of London
End of preview (truncated to 100 rows)

Dataset Card for [SentiHood]

Dataset Summary

Created as a part of the paper "SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods" by Saeidi et al.

Abstract

In this paper, we introduce the task of targeted aspect-based sentiment analysis. The goal is to extract fine-grained information with respect to entities mentioned in user comments. This work extends both aspect-based sentiment analysis that assumes a single entity per document and targeted sentiment analysis that assumes a single sentiment towards a target entity. In particular, we identify the sentiment towards each aspect of one or more entities. As a testbed for this task, we introduce the SentiHood dataset, extracted from a question answering (QA) platform where urban neighborhoods are discussed by users. In this context units of text often mention several aspects of one or more neighborhoods. This is the first time that a generic social media platform in this case a QA platform, is used for fine-grained opinion mining. Text coming from QA platforms is far less constrained compared to text from review-specific platforms on which current datasets are based. We develop several strong baselines, relying on logistic regression and state-of-the-art recurrent neural networks.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Monolingual (only English)

Dataset Structure

Data Instances

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Data Fields

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Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

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Contributions

Thanks to @Bhavnicksm for adding this dataset.

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