local_created_at stringlengths 19 19 | id int64 947,663,451B 1,476,925,896B | text stringlengths 5 432 | source stringclasses 32
values | truncated bool 2
classes | in_reply_to_status_id float32 382,833,284B 1,475,820,582B ⌀ | in_reply_to_user_id float32 811k 1,437,172,611B ⌀ | user_location stringlengths 1 64 ⌀ | user_url stringlengths 17 80 ⌀ | user_followers_count int64 0 3.06M | user_friends_count int64 0 34.8k | user_listed_count int64 0 1.62k | user_favourites_count int64 0 851k | user_statuses_count int64 1 1.21M | local_user_created_at stringlengths 19 19 | place_id stringlengths 16 16 | place_url stringlengths 56 56 | place_place_type stringclasses 3
values | place_name stringclasses 994
values | place_country_code stringclasses 1
value | place_bounding_box_type stringclasses 1
value | place_bounding_box_coordinates stringlengths 90 170 | is_quote_status bool 2
classes | retweet_count int64 0 911 | favorite_count int64 0 4.09k | entities_hashtags stringlengths 2 981 | entities_urls stringlengths 2 1.03k | entities_symbols stringclasses 2
values | entities_user_mentions stringlengths 2 3.34k | favorited bool 1
class | retweeted bool 1
class | possibly_sensitive bool 2
classes | lang stringclasses 40
values | latitude float32 1.22 1.47 | longitude float32 104 104 | year_created_at int64 2.02k 2.02k | month_created_at int64 1 12 | day_created_at int64 1 31 | weekday_created_at int64 0 6 | hour_created_at int64 0 23 | minute_created_at int64 0 59 | year_user_created_at int64 2.01k 2.02k | month_user_created_at int64 1 12 | day_user_created_at int64 1 31 | weekday_user_created_at int64 0 6 | hour_user_created_at int64 0 23 | minute_user_created_at int64 0 59 | subzone stringclasses 304
values | planning_area stringclasses 53
values | poi_flag float32 0 1 ⌀ | poi_id stringclasses 413
values | poi_dist float32 0 380 ⌀ | poi_latitude float32 1.27 1.41 ⌀ | poi_longitude float32 104 104 ⌀ | poi_name stringclasses 405
values | poi_type stringclasses 108
values | poi_cate2 stringclasses 8
values | poi_cate3 stringclasses 8
values | clean_text stringlengths 7 513 ⌀ | joy_score float32 0 1 ⌀ | trust_score float32 0 1 ⌀ | positive_score float32 0 1 ⌀ | sadness_score float32 0 0.6 ⌀ | disgust_score float32 0 0.33 ⌀ | anger_score float32 0 0.38 ⌀ | anticipation_score float32 0 1 ⌀ | negative_score float32 0 0.67 ⌀ | fear_score float32 0 0.5 ⌀ | surprise_score float32 0 0.5 ⌀ | words stringlengths 2 454 ⌀ | polarity_score float32 -0.67 1 ⌀ | manual_label_1 int64 -1 1 | T0_q1 int64 0 1 | bart_mnli float32 0.01 0.78 | T0_q2 int64 0 1 | num_keywords int64 0 11 | preprocess-1 stringlengths 0 384 | preprocess-2 stringlengths 1 272 | llama int64 -1 1 | clabel bool 2
classes | llama-2 stringlengths 78 4.26k | relatedness float64 0.44 1 | label float64 0.5 1 | ecategory int64 0 12 | llama-2-category stringlengths 82 2.44k | PA int64 0 53 | PA_pred_prob sequencelengths 54 54 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2018-02-01 07:21:23 | 958,842,679,428,821,000 | dammm lei (@ Bus Stop 77331 (Blk 747A) in Pasir Ris, Singapore) https://t.co/n9m9cgwEKj | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | in the heart of iKON | https://t.co/nL88eKo532 | 1,136 | 597 | 9 | 4,236 | 99,840 | 2012-01-12 19:34:50 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/n9m9cgwEKj', 'expanded_url': 'https://www.swarmapp.com/c/eFOHCY8qDSl', 'display_url': 'swarmapp.com/c/eFOHCY8qDSl', 'indices': [64, 87]}] | [] | [] | false | false | false | in | 1.378361 | 103.93335 | 2,018 | 2 | 1 | 3 | 7 | 21 | 2,012 | 1 | 12 | 3 | 19 | 34 | PASIR RIS WEST | PASIR RIS | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 1 | 0.052884 | 1 | 0 | stop | dammm lei bus stop 77331 blk 747a pasir ris singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign" },
{"relatedness": True, "type": "location", "explanation": "block 77331 in Pasir Ris, Singapore" },
{"relatedness": False, "type": "none", "explanation": "This is not related to maintenance report feedback for public flat h... | 0.571429 | 0.507143 | 11 | [
{"type": "Illegal Parking", "explanation": "The post mentions illegal parking in a bus stop."}
] | 17 | [
0.00001289130887016654,
0.00003088930679950863,
0.0000240770386881195,
0.000025367129637743346,
0.00002916944504249841,
0.0000961371188168414,
0.00007061022915877402,
0.000024930086510721594,
0.000012195716408314183,
0.00001827629421313759,
0.00003811756323557347,
0.000010442368875374086,
0.... |
2018-02-01 07:04:48 | 958,838,504,036,986,900 | I'm at Bus Stop 75231 (Opp Temasek Polytechnic) in Singapore https://t.co/etI6vGb9TK | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 688 | 543 | 6 | 10,288 | 50,569 | 2012-05-19 20:10:55 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/etI6vGb9TK', 'expanded_url': 'https://www.swarmapp.com/c/at4YD9ccUaO', 'display_url': 'swarmapp.com/c/at4YD9ccUaO', 'indices': [61, 84]}] | [] | [] | false | false | false | en | 1.346994 | 103.932625 | 2,018 | 2 | 1 | 3 | 7 | 4 | 2,012 | 5 | 19 | 5 | 20 | 10 | TAMPINES WEST | TAMPINES | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '75231', 'opp', 'temasek', 'polytechnic', 'singapore', 'https://t.co/eti6vgb9tk'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.047421 | 0 | 0 | stop polytechnic | bus stop 75231 opp temasek polytechnic singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign" },
{"relatedness": True, "type": "location", "explanation": "Temasek Polytechnic, Singapore" },
{"relatedness": False, "type": "none", "explanation": "This is not a maintenance report or feedback for a public flat house" }
... | 0.666667 | 0.533333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a bus stop located near a public housing estate, which falls under public housing infrastructure."}
] | 16 | [
0.000018215117961517535,
0.0000073599790084699634,
0.00005379658978199586,
0.000005323201548890211,
0.000011425273442000616,
0.00010032819409389049,
0.000010913212463492528,
0.0002763585071079433,
0.00003775185177801177,
0.000013643780221173074,
0.00005873124973732047,
0.000035609838960226625,... |
2018-02-01 00:08:58 | 958,733,858,563,936,300 | I'm at Blk 123 Bedok Reservoir Road https://t.co/nFjbORJoxX | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/nFjbORJoxX', 'expanded_url': 'https://www.swarmapp.com/c/326hrV7i1Vn', 'display_url': 'swarmapp.com/c/326hrV7i1Vn', 'indices': [36, 59]}] | [] | [] | false | false | false | en | 1.332354 | 103.910156 | 2,018 | 2 | 1 | 3 | 0 | 8 | 2,016 | 2 | 28 | 6 | 22 | 35 | KAKI BUKIT | BEDOK | null | null | null | null | null | null | null | null | null | ["i'm", 'blk', '123', 'bedok', 'reservoir', 'road', 'https://t.co/nfjborjoxx'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.105301 | 0 | 0 | reservoir road | blk 123 bedok reservoir road | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/toilet/etc in block 123 Bedok Reservoir Road requires maintenance"}
] | 1 | 0.85 | 12 | [
{"type": "Greenery", "explanation": "The post mentions a specific location with greenery, such as a park or garden."}
] | 7 | [
0.00000966540665103821,
0.00001721709304547403,
0.000010948402632493526,
0.00000802618706075009,
0.0000055074388001230545,
0.000004643929969461169,
0.0000063462766775046475,
0.9992455244064331,
0.000007623496003361652,
0.000006240205038920976,
0.000029155562515370548,
0.0000053621579354512505,... |
2018-01-31 22:58:10 | 958,716,039,512,117,200 | I'm at Simei MRT Station (EW3) - @smrt_singapore in Singapore https://t.co/mPCRtJowJC | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | +65 // +84 // 🍐💗 | null | 177 | 138 | 4 | 21,420 | 46,833 | 2014-11-15 04:08:55 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/mPCRtJowJC', 'expanded_url': 'https://www.swarmapp.com/c/iCUS9NVZNFN', 'display_url': 'swarmapp.com/c/iCUS9NVZNFN', 'indices': [62, 85]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [33, 48]}] | false | false | false | en | 1.342814 | 103.953346 | 2,018 | 1 | 31 | 2 | 22 | 58 | 2,014 | 11 | 15 | 5 | 4 | 8 | SIMEI | TAMPINES | null | null | null | null | null | null | null | null | null | ["i'm", 'simei', 'mrt', 'station', 'ew3', '@smrt_singapore', 'singapore', 'https://t.co/mpcrtjowjc'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.027735 | 1 | 1 | station @smrt singapore | simei mrt station ew3 singapore | 1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken escalator or elevator"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait times or crowded platforms"},
{"relatedness": True, "type": "location", "explanation": "specific block or street address"},
{"relatedness... | 0.571429 | 0.507143 | 4 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific public housing estate, suggesting it is related to public housing infrastructure issues other than lifts."}
] | 16 | [
0.00037013960536569357,
0.00004219929178361781,
0.0003014029061887413,
0.00010528048733249307,
0.00016703185974620283,
0.0001869082625489682,
0.000048346813855459914,
0.002604362089186907,
0.00006399569974746555,
0.000047464538511121646,
0.00011924542195629328,
0.000427025108365342,
0.000667... |
2018-01-31 22:47:12 | 958,713,278,674,456,600 | Day 3.
- Kallang ➡️ Arab Street 🚄
*Makan prata $2
- Arab Street ➡️ Little India 🚄
- Little India… https://t.co/5ZmU6Nl8tS | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Atas Tanah, Bawah Langit | https://t.co/f8JI2zAlNq | 290 | 215 | 1 | 7,539 | 23,362 | 2013-02-05 23:32:21 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/5ZmU6Nl8tS', 'expanded_url': 'https://www.instagram.com/p/BeniLkhlGQa/', 'display_url': 'instagram.com/p/BeniLkhlGQa/', 'indices': [98, 121]}] | [] | [] | false | false | false | tl | 1.29306 | 103.856003 | 2,018 | 1 | 31 | 2 | 22 | 47 | 2,013 | 2 | 5 | 1 | 23 | 32 | MARINA CENTRE | DOWNTOWN CORE | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.112074 | 1 | 3 | arab street arab street little india little india | day 3 kallang arab street makan prata 2 arab street little india little india | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken prata shop"},
{"relatedness": True, "type": "location", "explanation": "Arab Street"},
{"relatedness": True, "type": "inconvenience", "explanation": "long queue for prata"}
] | 1 | 0.8 | 8 | [
{"type": "Neighbour Issues", "explanation": "The post refers to a dispute or problem with neighbors, specifically regarding a prata stall in Little India."}
] | 42 | [
0.0008202035678550601,
0.001814490184187889,
0.0002725794038269669,
0.0018831373890861869,
0.0003214082680642605,
0.0009701130329631269,
0.004398543853312731,
0.0010107927955687046,
0.01619109883904457,
0.0008329606498591602,
0.00010870005644392222,
0.0007420327747240663,
0.00023013645841274... |
2018-01-31 22:20:30 | 958,706,560,506,695,700 | I'm at 167 Geylang Road https://t.co/AV49CL4jTL | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Malaysia | null | 507 | 1,063 | 3 | 451 | 13,659 | 2011-03-03 20:40:33 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/AV49CL4jTL', 'expanded_url': 'https://www.swarmapp.com/c/fxobxbaDuBl', 'display_url': 'swarmapp.com/c/fxobxbaDuBl', 'indices': [24, 47]}] | [] | [] | false | false | false | en | 1.311474 | 103.874603 | 2,018 | 1 | 31 | 2 | 22 | 20 | 2,011 | 3 | 3 | 3 | 20 | 40 | KAMPONG BUGIS | KALLANG | null | null | null | null | null | null | null | null | null | ["i'm", '167', 'geylang', 'road', 'https://t.co/av49cl4jtl'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.12538 | 0 | 0 | road | 167 geylang road | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift or other facility in public flat house"},
{"relatedness": True, "type": "inconvenience", "explanation": "inconvenience caused by lack of maintenance in public flat house"},
{"relatedness": True, "type": "request", "explanation": "requ... | 0.6 | 0.53 | 7 | [
{"type": "Illegal Parking", "explanation": "The post mentions illegal parking in the area."}
] | 33 | [
0.00003886994454660453,
0.0002546063915360719,
0.00016068409604486078,
0.00003531272886903025,
0.00008119670383166522,
0.00031803379533812404,
0.00002519478766771499,
0.002356697805225849,
0.0001450299605494365,
0.00007425399235216901,
0.0000418252675444819,
0.000029003889721934684,
0.000029... |
2018-01-31 21:05:39 | 958,687,722,645,762,000 | @fairuza Yup https://t.co/R3wvuXI433 | <a href="http://twitter.com/download/android" rel="nofollow">Twitter for Android</a> | false | 958,686,522,087,833,600 | 148,838,432 | 新加坡 | null | 12 | 82 | 0 | 106 | 82 | 2017-01-28 10:00:26 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [] | [] | [{'screen_name': 'fairuza', 'name': 'Fairuza Balk', 'id': 148838434, 'id_str': '148838434', 'indices': [0, 8]}] | false | false | false | und | 1.326904 | 103.857674 | 2,018 | 1 | 31 | 2 | 21 | 5 | 2,017 | 1 | 28 | 5 | 10 | 0 | BALESTIER | NOVENA | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 1 | 0.047029 | 1 | 0 | @fairuza | yup | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/window/etc requires maintenance"},
{"relatedness": True, "type": "inconvenience", "explanation": "illegal parking causes inconvenience"},
{"relatedness": True, "type": "request", "explanation": "request for fixing a broken facility"},... | 0.6 | 0.53 | 5 | [
{"type": "Illegal Parking", "explanation": "The post mentions problems with illegally parked vehicles."}
]
<s> | 46 | [
0.011482891626656055,
0.0013368271756917238,
0.03252450004220009,
0.005096200853586197,
0.005249710753560066,
0.0512474924325943,
0.003461170708760619,
0.03184410557150841,
0.04226822033524513,
0.015456675551831722,
0.02289772406220436,
0.004001542925834656,
0.012876499444246292,
0.0011421... |
2018-01-31 20:58:15 | 958,685,862,107,152,400 | I'm at Bus Stop 52329 (Opp Toa Payoh Stadium) in Toa Payoh https://t.co/m3bm2RWIh8 | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/m3bm2RWIh8', 'expanded_url': 'https://www.swarmapp.com/c/0ZyYYnLNM5m', 'display_url': 'swarmapp.com/c/0ZyYYnLNM5m', 'indices': [59, 82]}] | [] | [] | false | false | false | in | 1.331437 | 103.852585 | 2,018 | 1 | 31 | 2 | 20 | 58 | 2,016 | 2 | 28 | 6 | 22 | 35 | BOON TECK | TOA PAYOH | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.099716 | 0 | 0 | stop stadium | bus stop 52329 opp toa payoh stadium toa payoh | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "bus stop is a facility that requires maintenance"},
{"relatedness": True, "type": "location", "explanation": "Toa Payoh is a location where a maintenance report can be filed"},
{"relatedness": False, "type": "none", "explanation": "The post does ... | 0.666667 | 0.533333 | 6 | [
{"type": "Connectivity Related Infrastructure", "explanation": "The post mentions a bus stop, which is a type of transportation infrastructure."}
]
<s> | 31 | [
0.0001427838287781924,
0.0009753173799254,
0.000299876177450642,
0.0000489854282932356,
0.0003588450781535357,
0.000053630305046681315,
0.00008462995901936665,
0.000049954105634242296,
0.00004992529284209013,
0.00015444020391441882,
0.00003864762402372435,
0.0005211586249060929,
0.0000391584... |
2018-01-31 20:33:44 | 958,679,690,830,590,000 | 2 is better than 1 due to your negligence act of driving I nearly get killed on road in 27/1/18… https://t.co/gzbJyKdILI | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | SINGAPURA!! (: | https://t.co/SLofWE8YZT | 105 | 67 | 21 | 1,445 | 41,272 | 2011-03-26 00:10:38 | 14d9532bd696d8cb | https://api.twitter.com/1.1/geo/id/14d9532bd696d8cb.json | admin | North Region | SG | Polygon | [[[103.696411999967, 1.33636499997564], [103.866067828959, 1.33636499997564], [103.866067828959, 1.47223994098471], [103.696411999967, 1.47223994098471]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/gzbJyKdILI', 'expanded_url': 'https://www.instagram.com/p/BenS5xTjfho/', 'display_url': 'instagram.com/p/BenS5xTjfho/', 'indices': [97, 120]}] | [] | [] | false | false | true | en | 1.360682 | 103.815697 | 2,018 | 1 | 31 | 2 | 20 | 33 | 2,011 | 3 | 26 | 5 | 0 | 10 | CENTRAL WATER CATCHMENT | CENTRAL WATER CATCHMENT | null | null | null | null | null | null | null | null | null | ['2', 'better', '1', 'due', 'negligence', 'act', 'driving', 'nearly', 'get', 'killed', 'road', '27/1', '18', '…', 'https://t.co/gzbjykdili'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.066667 | 0 | 0 | ['negligence'] | -0.066667 | -1 | 0 | 0.057794 | 0 | 0 | better than your negligence driving nearly road | 2 better 1 due negligence act driving nearly get killed road 27 1 18 | -1 | false | [
{"relatedness": True, "type": "infrastructure", "explanation": "broken road surface"},
{"relatedness": True, "type": "safety", "explanation": "nearly getting killed due to negligent driving"}
]
| 1 | 0.8 | 6 | [
{"type": "Enforcement Matters", "explanation": "The post discusses issues related to driving negligence and the potential for accidents."}
]
Note: The category "Enforcement Matters" is the most likely category for the given Twitter post, as it relates to a potential safety issue on the road that may require enfo... | 52 | [
0.07328490912914276,
0.002609889255836606,
0.004213238134980202,
0.0028620646335184574,
0.005812411662191153,
0.004731028340756893,
0.002537402557209134,
0.0638163834810257,
0.006133771501481533,
0.007840659469366074,
0.0027857860550284386,
0.007836367934942245,
0.009460370987653732,
0.001... |
2018-01-31 19:35:18 | 958,664,984,615,182,300 | I'm at 63 Chai Chee Road https://t.co/vlDnfCnzTP | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 2,083 | 205 | 8 | 48,121 | 197,114 | 2013-06-25 13:16:42 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/vlDnfCnzTP', 'expanded_url': 'https://www.swarmapp.com/c/fgSgNb63W1p', 'display_url': 'swarmapp.com/c/fgSgNb63W1p', 'indices': [25, 48]}] | [] | [] | false | false | false | en | 1.326142 | 103.921043 | 2,018 | 1 | 31 | 2 | 19 | 35 | 2,013 | 6 | 25 | 1 | 13 | 16 | KEMBANGAN | BEDOK | null | null | null | null | null | null | null | null | null | ["i'm", '63', 'chai', 'chee', 'road', 'https://t.co/vldnfcnztp'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | 0 | 1 | 0.111826 | 0 | 0 | chai chee road | 63 chai chee road | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/toilet/etc."},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait for repairs/maintenance"},
{"relatedness": True, "type": "location", "explanation": "block number/street address of public flat house"},
{"rel... | 0.6 | 0.53 | 7 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions the location of a public housing building, suggesting issues with the infrastructure other than lifts."}
] | 7 | [
0.00005874401904293336,
0.00001689696182438638,
0.00007601801189593971,
0.00006591038254555315,
0.00004574849299388006,
0.000043755419028457254,
0.00004448297113412991,
0.9937244057655334,
0.000018834054571925662,
0.00019166304264217615,
0.0006757318624295294,
0.000029044673283351585,
0.0003... |
2018-01-31 18:48:14 | 958,653,141,209,272,300 | I'm at Blk 110 Yishun Coffeeshop 优来咖啡店 in Singapore https://t.co/E588bA6rzC | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | +65 | null | 1,687 | 621 | 13 | 21,835 | 143,597 | 2012-02-22 18:20:06 | 14d9532bd696d8cb | https://api.twitter.com/1.1/geo/id/14d9532bd696d8cb.json | admin | North Region | SG | Polygon | [[[103.696411999967, 1.33636499997564], [103.866067828959, 1.33636499997564], [103.866067828959, 1.47223994098471], [103.696411999967, 1.47223994098471]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/E588bA6rzC', 'expanded_url': 'https://www.swarmapp.com/c/inSkFUWjTBK', 'display_url': 'swarmapp.com/c/inSkFUWjTBK', 'indices': [52, 75]}] | [] | [] | false | false | false | ja | 1.433219 | 103.829559 | 2,018 | 1 | 31 | 2 | 18 | 48 | 2,012 | 2 | 22 | 2 | 18 | 20 | YISHUN WEST | YISHUN | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.0408 | 0 | 0 | blk 110 yishun coffeeshop singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken coffeeshop"}
] | 1 | 0.8 | 4 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a coffeeshop located in a public housing block, indicating issues with public housing infrastructure other than lifts."}
] | 12 | [
0.0001480944047216326,
0.000039169175579445437,
0.00008190116204787046,
0.00000905334218259668,
0.000049910486268345267,
0.000011700632057909388,
0.0000051323290790605824,
0.00007561721577076241,
0.00003874164758599363,
0.00002093753391818609,
0.00005763307854067534,
0.00022896809969097376,
... | |
2018-01-31 18:19:01 | 958,645,789,307,424,800 | I'm at Bugis MRT Interchange (EW12/DT14) - @smrt_singapore in Singapore https://t.co/XdwmmNLSeG | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Unavailable | https://t.co/PytLhfGw5P | 1,064 | 554 | 5 | 38,864 | 71,811 | 2010-10-31 19:41:28 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/XdwmmNLSeG', 'expanded_url': 'https://www.swarmapp.com/c/2JOIzlMubex', 'display_url': 'swarmapp.com/c/2JOIzlMubex', 'indices': [72, 95]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [43, 58]}] | false | false | false | tl | 1.300313 | 103.856102 | 2,018 | 1 | 31 | 2 | 18 | 19 | 2,010 | 10 | 31 | 6 | 19 | 41 | BUGIS | DOWNTOWN CORE | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.033892 | 0 | 0 | interchange @smrt singapore | bugis mrt interchange ew12 dt14 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken MRT interchange" },
{"relatedness": True, "type": "location", "explanation": "Bugis MRT station" },
{"relatedness": True, "type": "time", "explanation": "12:00 PM to 14:00 PM" },
{"relatedness": False, "type": "none", "explanation": "T... | 0.75 | 0.6 | 4 | [
{"type": "Connectivity Related Infrastructure", "explanation": "The post mentions a specific location (Bugis MRT interchange) and a time frame (EW12 and DT14) which suggests it is related to issues with public transportation infrastructure."}
] | 42 | [
0.00007266298780450597,
0.00005497982419910841,
0.00001908460217237007,
0.0000678580763633363,
0.00006182815559441224,
0.00009361922275274992,
0.00014956729137338698,
0.00006555969594046474,
0.00008448699372820556,
0.00002498900721548125,
0.000151696935063228,
0.00008958538819570094,
0.00002... |
2018-01-31 18:04:16 | 958,642,075,599,278,100 | Can start the request coming in!❤️❤️❤️😍😍😍#dibaliksenyum @hyrulanuar
#hyrulites
#Repost… https://t.co/yMlEYV9Yrb | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Spore | null | 725 | 242 | 11 | 6,430 | 30,998 | 2009-04-21 10:08:54 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [{'text': 'dibaliksenyum', 'indices': [41, 55]}, {'text': 'hyrulites', 'indices': [68, 78]}, {'text': 'Repost', 'indices': [80, 87]}] | [{'url': 'https://t.co/yMlEYV9Yrb', 'expanded_url': 'https://www.instagram.com/p/BenBpA4HRjS/', 'display_url': 'instagram.com/p/BenBpA4HRjS/', 'indices': [89, 112]}] | [] | [{'screen_name': 'HyrulAnuar', 'name': 'Hyrul Anuar', 'id': 27433975, 'id_str': '27433975', 'indices': [56, 67]}] | false | false | false | en | 1.29306 | 103.856003 | 2,018 | 1 | 31 | 2 | 18 | 4 | 2,009 | 4 | 21 | 1 | 10 | 8 | MARINA CENTRE | DOWNTOWN CORE | null | null | null | null | null | null | null | null | null | ['start', 'request', 'coming', '❤', '️', '❤', '️', '❤', '️', '😍', '😍', '😍', '#dibaliksenyum', '@hyrulanuar', '#hyrulites', '#repost', '…', 'https://t.co/ymleyv9yrb'] | 0 | 0 | 0 | 0 | 0 | 0 | 0.111111 | 0 | 0 | 0 | ['start', 'coming'] | 0 | -1 | 1 | 0.056889 | 1 | 0 | start request coming #dibaliksenyum @hyrulanuar #hyrulites #repost | start request coming dibaliksenyum hyrulites repost | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/elevator"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait for repairs"}
]
| 1 | 0.85 | 8 | [
{"type": "Illegal Parking", "explanation": "The post mentions illegally parked vehicles."}
] | 42 | [
0.008063008077442646,
0.003342127427458763,
0.0020004468970000744,
0.008266033604741096,
0.0017969843465834856,
0.00861321110278368,
0.0023475997149944305,
0.004956203978508711,
0.027333416044712067,
0.004175389185547829,
0.0034555394668132067,
0.061174001544713974,
0.003265480976551771,
0... |
2018-01-31 14:08:45 | 958,582,805,608,443,900 | 😴 (@ Blk 870A Tampines Street 86) https://t.co/uQqauxblnP | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | null | 3,821 | 615 | 13 | 5,650 | 219,527 | 2009-09-12 11:42:34 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/uQqauxblnP', 'expanded_url': 'https://www.swarmapp.com/c/80NYkbFATsJ', 'display_url': 'swarmapp.com/c/80NYkbFATsJ', 'indices': [34, 57]}] | [] | [] | false | false | false | en | 1.355994 | 103.931801 | 2,018 | 1 | 31 | 2 | 14 | 8 | 2,009 | 9 | 12 | 5 | 11 | 42 | TAMPINES WEST | TAMPINES | null | null | null | null | null | null | null | null | null | ['😴', 'blk', '870a', 'tampines', 'street', '86', 'https://t.co/uqqauxblnp'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.081978 | 1 | 2 | street | blk 870a tampines street 86 | 1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift"},
{"relatedness": True, "type": "inconvenience", "explanation": "illegal parking"}
] | 1 | 0.9 | 12 | [
{"type": "Illegal Parking", "explanation": "The post describes a problem with illegally parked vehicles in a specific location."}
] | 16 | [
0.00009304011473432183,
0.000007926643775135744,
0.00011416256165830418,
0.000011554203410923947,
0.000007258029199874727,
0.00014817532792221755,
0.000010060673048428725,
0.00017952619236893952,
0.000029180066121625714,
0.000022460419131675735,
0.00003368757461430505,
0.000029392973374342546,... |
2018-01-31 14:06:15 | 958,582,176,190,206,000 | I must admit I'm impressed by the improvements toilet lightings have made since… https://t.co/Ma9xLF7qWZ | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | null | null | 58 | 32 | 7 | 3 | 2,445 | 2011-02-27 19:11:14 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/Ma9xLF7qWZ', 'expanded_url': 'https://www.instagram.com/p/Bemmjn2lQKE/', 'display_url': 'instagram.com/p/Bemmjn2lQKE/', 'indices': [81, 104]}] | [] | [] | false | false | false | en | 1.31574 | 103.857819 | 2,018 | 1 | 31 | 2 | 14 | 6 | 2,011 | 2 | 27 | 6 | 19 | 11 | LAVENDER | KALLANG | null | null | null | null | null | null | null | null | null | ['must', 'admit', "i'm", 'impressed', 'improvement', 'toilet', 'lighting', 'made', 'since', '…', 'https://t.co/ma9xlf7qwz'] | 0.090909 | 0.090909 | 0.090909 | 0 | 0.090909 | 0 | 0 | 0.090909 | 0 | 0 | ['improvement', 'improvement', 'improvement', 'toilet', 'toilet'] | 0 | -1 | 1 | 0.114246 | 1 | 4 | must admit toilet have made since | must admit impressed improvements toilet lightings made since | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "improved toilet lighting is a facility-related issue"},
{"relatedness": True, "type": "inconvenience", "explanation": "inconvenience caused by poor lighting in toilet is now resolved"}
] | 0.666667 | 0.583333 | 1 | [
{"type": "Cleanliness", "explanation": "The post mentions improvements to toilet lighting, which is a cleanliness-related issue."}
] | 33 | [
0.003202004823833704,
0.005086636636406183,
0.016153544187545776,
0.010684957727789879,
0.002796342596411705,
0.044580575078725815,
0.009798415005207062,
0.04766010493040085,
0.05554617568850517,
0.003000024938955903,
0.02170298621058464,
0.006467275787144899,
0.006608224008232355,
0.00114... |
2018-01-31 13:31:50 | 958,573,516,907,077,600 | I'm at Fort Canning MRT Station (DT20) - @sbstransit_ltd in Clarke Quay https://t.co/ZoPm5DduRU | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Chiang Mai, Thailand | https://t.co/dbHvMRVifm | 561 | 220 | 21 | 328 | 50,470 | 2009-06-24 21:56:29 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/ZoPm5DduRU', 'expanded_url': 'https://www.swarmapp.com/c/iX5TCAHRB9d', 'display_url': 'swarmapp.com/c/iX5TCAHRB9d', 'indices': [72, 95]}] | [] | [{'screen_name': 'SBSTransit_Ltd', 'name': 'SBS Transit', 'id': 3087502272, 'id_str': '3087502272', 'indices': [41, 56]}] | false | false | false | en | 1.292371 | 103.844269 | 2,018 | 1 | 31 | 2 | 13 | 31 | 2,009 | 6 | 24 | 2 | 21 | 56 | CLARKE QUAY | SINGAPORE RIVER | null | null | null | null | null | null | null | null | null | ["i'm", 'fort', 'canning', 'mrt', 'station', 'dt20', '@sbstransit_ltd', 'clarke', 'quay', 'https://t.co/zopm5dduru'] | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ['fort'] | 0 | -1 | 0 | 0.054501 | 1 | 0 | fort canning station @sbstransit ltd quay | fort canning mrt station dt20 clarke quay | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken escalator or stairs"},
{"relatedness": True, "type": "location", "explanation": "Canning Town MRT station or Clarke Quay area"},
{"relatedness": False, "type": "none", "explanation": "This is not a maintenance report or feedback for a publ... | 0.666667 | 0.533333 | 12 | [
{"type": "Connectivity Related Infrastructure", "explanation": "The post mentions Fort Canning MRT station and Clarke Quay, which are both transportation hubs and infrastructure."}
] | 5 | [
0.00030395161593332887,
0.00026023166719824076,
0.00010628654854372144,
0.00016272290667984635,
0.0004226604360155761,
0.9103023409843445,
0.0007326341583393514,
0.00028834346449002624,
0.002817530417814851,
0.00025570017169229686,
0.005643679294735193,
0.0004484663950279355,
0.0001502252271... |
2018-01-31 12:20:38 | 958,555,600,513,896,400 | I'm at Bus Stop 54481 (ITE College Ctrl) in Singapore https://t.co/7TsT7z6oMP | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 781 | 282 | 6 | 8,561 | 93,421 | 2012-03-13 01:47:06 | 5f1f473ed6455f55 | https://api.twitter.com/1.1/geo/id/5f1f473ed6455f55.json | admin | North-East Region | SG | Polygon | [[[103.817832999913, 1.33435500006012], [103.931418138871, 1.33435500006012], [103.931418138871, 1.43204147194424], [103.817832999913, 1.43204147194424]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/7TsT7z6oMP', 'expanded_url': 'https://www.swarmapp.com/c/gpLFyIZ3lTc', 'display_url': 'swarmapp.com/c/gpLFyIZ3lTc', 'indices': [54, 77]}] | [] | [] | false | false | false | en | 1.375938 | 103.85582 | 2,018 | 1 | 31 | 2 | 12 | 20 | 2,012 | 3 | 13 | 1 | 1 | 47 | YIO CHU KANG EAST | ANG MO KIO | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '54481', 'ite', 'college', 'ctrl', 'singapore', 'https://t.co/7tst7z6omp'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.079646 | 0 | 1 | stop college | bus stop 54481 ite college ctrl singapore | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign"}
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
The Twitter post "bus stop 54481 ite college ctrl sin... | 0.666667 | 0.533333 | 12 | [
{"type": "Connectivity Related Infrastructure", "explanation": "The post mentions a bus stop, which is a type of transportation infrastructure."}
] | 9 | [
0.00006960558675928041,
0.00049234414473176,
0.0002767722471617162,
0.00009214744932251051,
0.00007096042827470228,
0.00001311308460572036,
0.00002113691152771935,
0.000564583286177367,
0.00008844502008287236,
0.9889695644378662,
0.0002786789555102587,
0.0004916547331959009,
0.00013225445582... |
2018-01-31 12:21:29 | 958,555,813,907,521,500 | I'm at SBS Transit: Bus 72 https://t.co/OlxPvNmykw | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 781 | 282 | 6 | 8,561 | 93,421 | 2012-03-13 01:47:06 | 5f1f473ed6455f55 | https://api.twitter.com/1.1/geo/id/5f1f473ed6455f55.json | admin | North-East Region | SG | Polygon | [[[103.817832999913, 1.33435500006012], [103.931418138871, 1.33435500006012], [103.931418138871, 1.43204147194424], [103.817832999913, 1.43204147194424]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/OlxPvNmykw', 'expanded_url': 'https://www.swarmapp.com/c/0g8G12iUTia', 'display_url': 'swarmapp.com/c/0g8G12iUTia', 'indices': [27, 50]}] | [] | [] | false | false | false | en | 1.376428 | 103.855835 | 2,018 | 1 | 31 | 2 | 12 | 21 | 2,012 | 3 | 13 | 1 | 1 | 47 | YIO CHU KANG EAST | ANG MO KIO | null | null | null | null | null | null | null | null | null | ["i'm", 'sb', 'transit', 'bus', '72', 'https://t.co/olxpvnmykw'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.052275 | 0 | 0 | transit | sbs transit bus 72 | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus"}
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
Based on the information provided in the Twitter post, the... | 0.666667 | 0.533333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific public transportation service, which is related to public housing infrastructure."}
] | 9 | [
0.00015394789807032794,
0.0003240342775825411,
0.0025494806468486786,
0.00012172394781373441,
0.00017968080646824092,
0.00005555306051974185,
0.00007390511018456891,
0.00015063663886394352,
0.00020272056281100959,
0.9783846139907837,
0.0006671236478723586,
0.000741279567591846,
0.00011094714... |
2018-01-31 11:25:49 | 958,541,802,184,769,500 | I'm at Block 97 Old Airport Road https://t.co/8Sv9MgqtJp | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Chiang Mai, Thailand | https://t.co/dbHvMRVifm | 561 | 220 | 21 | 328 | 50,470 | 2009-06-24 21:56:29 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/8Sv9MgqtJp', 'expanded_url': 'https://www.swarmapp.com/c/dbfCxccI9xR', 'display_url': 'swarmapp.com/c/dbfCxccI9xR', 'indices': [33, 56]}] | [] | [] | false | false | false | en | 1.308951 | 103.88868 | 2,018 | 1 | 31 | 2 | 11 | 25 | 2,009 | 6 | 24 | 2 | 21 | 56 | ALJUNIED | GEYLANG | null | null | null | null | null | null | null | null | null | ["i'm", 'block', '97', 'old', 'airport', 'road', 'https://t.co/8sv9mgqtjp'] | 0 | 0 | 0 | 0 | 0 | 0 | 0.142857 | 0 | 0 | 0 | ['airport'] | 0 | -1 | 1 | 0.097213 | 0 | 1 | block airport road | block 97 old airport road | 1 | true | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/elevator"},
{"relatedness": True, "type": "inconvenience", "explanation": "blocked entrance due to construction"}] | 1 | 0.95 | 12 | [
{"type": "Pollution", "explanation": "The post mentions 'block' which could refer to a blockage in a drain or a street, which is a common issue related to pollution."}
] | 30 | [
0.00197029416449368,
0.00016196821525227278,
0.00004501539297052659,
0.00007099822687450796,
0.0003899326256942004,
0.00008904085552785546,
0.000042983450839528814,
0.0023050233721733093,
0.0001136539940489456,
0.0006255218759179115,
0.00009744564886204898,
0.0004907964030280709,
0.000099870... |
2018-01-31 10:36:59 | 958,529,512,341,348,400 | 遇上新加坡年貨市場開鑼兼亮花燈，比香港花市早足兩星期有多，牛車水華燈閃爍
擠滿人潮，一片紅檔檔。
【浪遊旅人】https://t.co/vu6q87HCri
#backpackerjim… https://t.co/wFys8VCtJX | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Hong Kong | https://t.co/RHYDmIuMlJ | 20 | 71 | 1 | 85 | 2,644 | 2014-01-15 20:57:46 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [{'text': 'backpackerjim', 'indices': [79, 93]}] | [{'url': 'https://t.co/vu6q87HCri', 'expanded_url': 'http://backpackerjim.com/', 'display_url': 'backpackerjim.com', 'indices': [55, 78]}, {'url': 'https://t.co/wFys8VCtJX', 'expanded_url': 'https://www.instagram.com/p/BemOnaIltez/', 'display_url': 'instagram.com/p/BemOnaIltez/', 'indices': [95, 118]}] | [] | [] | false | false | false | zh | 1.283544 | 103.843971 | 2,018 | 1 | 31 | 2 | 10 | 36 | 2,014 | 1 | 15 | 2 | 20 | 57 | CHINATOWN | OUTRAM | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.138264 | 1 | 0 | #backpackerjim | backpackerjim | -1 | false | [
{"relatedness": True, "type": "infrastructure", "explanation": "broken lift/window/etc requires maintenance"},
]
| 1 | 0.8 | 5 | [
{"type": "Pests", "explanation": "The post mentions problems with pests like rats or insects."},
{"type": "Pollution", "explanation": "The post talks about environmental pollution such as air, water, or noise pollution."}
] | 32 | [
0.00927461963146925,
0.0010459581390023232,
0.0007289482746273279,
0.003692960599437356,
0.0016261606942862272,
0.0072529804892838,
0.017866861075162888,
0.004034972283989191,
0.010571389459073544,
0.0009030835935845971,
0.0011258813319727778,
0.0008463998674415052,
0.0021767844446003437,
... |
2018-01-31 10:43:08 | 958,531,063,441,166,300 | I'm at Blk 90 Tanglin Halt Road in Singapore https://t.co/u7vWbNhts5 | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | N 1� 26' 0'' / E 103� 47' 0'' | null | 175 | 469 | 6 | 2 | 14,000 | 2008-04-13 16:43:46 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/u7vWbNhts5', 'expanded_url': 'https://www.swarmapp.com/c/awFUOhxsX1H', 'display_url': 'swarmapp.com/c/awFUOhxsX1H', 'indices': [45, 68]}] | [] | [] | false | false | false | en | 1.300832 | 103.798683 | 2,018 | 1 | 31 | 2 | 10 | 43 | 2,008 | 4 | 13 | 6 | 16 | 43 | TANGLIN HALT | QUEENSTOWN | 1 | ChIJk7Duwn0b2jERL7nSyBkkFiU | 21.071066 | 1.301003 | 103.798599 | Makan Vegan | restaurant; food; point_of_interest; establishment | foods_beverages | foods_beverages | ["i'm", 'blk', '90', 'tanglin', 'halt', 'road', 'singapore', 'https://t.co/u7vwbnhts5'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.095961 | 0 | 0 | halt road | blk 90 tanglin halt road singapore | -1 | false | [
{"relatedness": True, "type": "location", "explanation": "Block number and street name provided are relevant to a public flat house in Singapore."},
{"relatedness": True, "type": "infrastructure", "explanation": "Tanglin Halt Road is a common name for a public flat house in Singapore."},
{"relatedness":... | 0.666667 | 0.583333 | 6 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions the location of a public housing building, specifically Blk 90 Tanglin Halt Road in Singapore."}
] | 22 | [
0.000002836878593370784,
0.000006035373189661186,
0.000022429223463404924,
0.000012774959031958133,
0.00002480792682035826,
0.00003056235800613649,
0.000024039371055550873,
0.000017783750081434846,
0.00003881384327542037,
0.000003004295422215364,
0.00007422061025863513,
0.000010772563655336853... |
2018-01-31 10:21:17 | 958,525,563,421,052,900 | I'm at Bus Stop 80301 (Before Blk 19) in Singapore https://t.co/HIKsYpc7AJ | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | null | 200 | 95 | 6 | 177 | 85,171 | 2010-03-23 19:06:05 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/HIKsYpc7AJ', 'expanded_url': 'https://www.swarmapp.com/c/8qzPPpgTQos', 'display_url': 'swarmapp.com/c/8qzPPpgTQos', 'indices': [51, 74]}] | [] | [] | false | false | false | en | 1.316387 | 103.873451 | 2,018 | 1 | 31 | 2 | 10 | 21 | 2,010 | 3 | 23 | 1 | 19 | 6 | BOON KENG | KALLANG | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '80301', 'blk', '19', 'singapore', 'https://t.co/hiksypc7aj'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.050437 | 0 | 0 | stop before | bus stop 80301 blk 19 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign"}
] | 1 | 0.8 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific public housing block and infrastructure issue."}
] | 33 | [
0.000050887403631350026,
0.00014053130871616304,
0.00008464374695904553,
0.000028585045583895408,
0.00004028436160297133,
0.00022650198661722243,
0.00003061897587031126,
0.00033472588984295726,
0.0012612808495759964,
0.00002218958798039239,
0.00003336704685352743,
0.000014417945749300998,
0.... |
2018-01-31 08:15:08 | 958,493,818,419,953,700 | At Gate F58 — https://t.co/62KM5EaWkG | <a href="https://path.com/" rel="nofollow">Path</a> | false | null | null | somewhere only we know | null | 116 | 60 | 1 | 66 | 4,197 | 2009-11-04 14:19:59 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/62KM5EaWkG', 'expanded_url': 'https://path.com/p/2aEMRY', 'display_url': 'path.com/p/2aEMRY', 'indices': [14, 37]}] | [] | [] | false | false | false | en | 1.35081 | 103.987823 | 2,018 | 1 | 31 | 2 | 8 | 15 | 2,009 | 11 | 4 | 2 | 14 | 19 | CHANGI AIRPORT | CHANGI | null | null | null | null | null | null | null | null | null | ['gate', 'f58', '—', 'https://t.co/62km5eawkg'] | 0 | 0.25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ['gate'] | 0 | -1 | 0 | 0.143123 | 1 | 0 | gate | gate f58 | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken gate"}
] | 1 | 0.8 | 6 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post refers to a specific gate number (F58) in a public housing building, indicating an issue with the infrastructure."}
] | 0 | [
0.9956603646278381,
0.000027605146897258237,
0.000011210144293727353,
0.00004457027171156369,
0.0000550760050828103,
0.0001288696366827935,
0.00002805805161187891,
0.0003834693634416908,
0.00011586355685722083,
0.000008534265361959115,
0.000041064566175919026,
0.0000559827676624991,
0.000125... |
2018-01-31 08:00:03 | 958,490,021,618,647,000 | I'm at HQ SCDF / Paya Lebar Fire Station in Singapore https://t.co/pPB57jHmvi | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/pPB57jHmvi', 'expanded_url': 'https://www.swarmapp.com/c/7COWco2xkAb', 'display_url': 'swarmapp.com/c/7COWco2xkAb', 'indices': [54, 77]}] | [] | [] | false | false | false | en | 1.334121 | 103.893196 | 2,018 | 1 | 31 | 2 | 8 | 0 | 2,016 | 2 | 28 | 6 | 22 | 35 | KAMPONG UBI | GEYLANG | null | null | null | null | null | null | null | null | null | ["i'm", 'hq', 'scdf', 'paya', 'lebar', 'fire', 'station', 'singapore', 'https://t.co/ppb57jhmvi'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.111111 | 0 | ['fire'] | 0 | -1 | 0 | 0.035364 | 0 | 1 | fire station | hq scdf paya lebar fire station singapore | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "fire station is a facility under the purview of SCDF" },
{"relatedness": True, "type": "location", "explanation": "Paya Lebar is a location in Singapore where a fire station is located" },
{"relatedness": False, "type": "none", "explanation": "Th... | 0.666667 | 0.533333 | 4 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a fire station, which is a public infrastructure related to public housing."}
] | 30 | [
0.00001128899475588696,
0.000012331754987826571,
0.000006358094651659485,
0.000007341504897340201,
0.00003263244070694782,
0.000017731024854583666,
0.0000051274500947329216,
0.00021375718642957509,
0.000018724158508121036,
0.000044923897803528234,
0.000006515536824736046,
0.0000330650618707295... |
2018-01-31 07:22:16 | 958,480,513,311,891,500 | I'm at Bus Stop 72069 (Blk 121) in Singapore https://t.co/LtHTKV4dBC | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/LtHTKV4dBC', 'expanded_url': 'https://www.swarmapp.com/c/2LzNggJn3vX', 'display_url': 'swarmapp.com/c/2LzNggJn3vX', 'indices': [46, 69]}] | [] | [] | false | false | false | en | 1.33162 | 103.909798 | 2,018 | 1 | 31 | 2 | 7 | 22 | 2,016 | 2 | 28 | 6 | 22 | 35 | KAKI BUKIT | BEDOK | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '72069', 'blk', '121', 'singapore', 'https://t.co/lthtkv4dbc'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.072609 | 0 | 0 | stop | bus stop 72069 blk 121 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign"}
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
The Twitter post "bus stop 72069 blk 121 singapore" r... | 0.666667 | 0.533333 | 6 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post refers to issues with public housing infrastructure other than lifts."}
]
Note: The post does not provide enough information to determine the exact category, so the answer is "Public Housing Infrastructure (Excl Lifts)". | 7 | [
0.000008429370609519538,
0.000008586499461671337,
0.000027134519768878818,
0.000007315292805287754,
0.0000051395104492257815,
0.000004653818450606195,
0.0000044527905629365705,
0.9992220401763916,
0.000006452984052884858,
0.000007376078883680748,
0.000028857235520263202,
0.00001260576937056612... |
2018-01-30 22:53:14 | 958,352,411,948,736,500 | Mahota 9 Element Box 九宮格. Vegetarian friendly, thanks huiteng426 for recommending this… https://t.co/KPvCQyvK8u | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Singapore | null | 106 | 150 | 3 | 14 | 918 | 2009-12-12 04:13:46 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/KPvCQyvK8u', 'expanded_url': 'https://www.instagram.com/p/Bek-ExcHKFi/', 'display_url': 'instagram.com/p/Bek-ExcHKFi/', 'indices': [88, 111]}] | [] | [] | false | false | false | en | 1.30831 | 103.862312 | 2,018 | 1 | 30 | 1 | 22 | 53 | 2,009 | 12 | 12 | 5 | 4 | 13 | LAVENDER | KALLANG | null | null | null | null | null | null | null | null | null | ['mahota', '9', 'element', 'box', '九宮格', 'vegetarian', 'friendly', 'thanks', 'huiteng', '426', 'recommending', '…', 'https://t.co/kpvcqyvk8u'] | 0.076923 | 0.076923 | 0.076923 | 0 | 0 | 0 | 0.076923 | 0 | 0 | 0 | ['friendly', 'friendly', 'friendly', 'friendly'] | 0.076923 | -1 | 1 | 0.051137 | 0 | 0 | element vegetarian friendly thanks this | mahota 9 element box vegetarian friendly thanks huiteng426 recommending | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken vegetarian friendly facility"},
{"relatedness": True, "type": "recommendation", "explanation": "user recommends vegetarian friendly options"}
]
The post relates to a maintenance report feedback for a public flat house, specifically regard... | 1 | 0.85 | 5 | [
{"type": "Greenery", "explanation": "The post mentions a vegetarian-friendly mahota 9 element box, which is likely related to greenery or park facilities."}
]
Note: The category "Greenery" is the most likely category for the given post, as it mentions a vegetarian-friendly mahota 9 element box, which is likely r... | 33 | [
0.024830451235175133,
0.001411471632309258,
0.0025827859062701464,
0.0017775282030925155,
0.0012276049237698317,
0.01331749651581049,
0.0007404274074360728,
0.05035066977143288,
0.025320937857031822,
0.002028870629146695,
0.0014474608469754457,
0.003252869937568903,
0.0272660069167614,
0.0... |
2018-01-30 22:23:02 | 958,344,810,124,935,200 | I'm at 101 Loyang Rise https://t.co/VEG91f6wbd | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 2,083 | 205 | 8 | 48,121 | 197,114 | 2013-06-25 13:16:42 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/VEG91f6wbd', 'expanded_url': 'https://www.swarmapp.com/c/hi8NOGzdOia', 'display_url': 'swarmapp.com/c/hi8NOGzdOia', 'indices': [23, 46]}] | [] | [] | false | false | false | en | 1.36212 | 103.963081 | 2,018 | 1 | 30 | 1 | 22 | 23 | 2,013 | 6 | 25 | 1 | 13 | 16 | FLORA DRIVE | PASIR RIS | null | null | null | null | null | null | null | null | null | ["i'm", '101', 'loyang', 'rise', 'https://t.co/veg91f6wbd'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.095621 | 0 | 0 | rise | 101 loyang rise | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift/elevator"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait for repairs/maintenance"},
{"relatedness": True, "type": "request", "explanation": "requesting fixing of broken amenities"}
] | 1 | 0.85 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions 101 Loyang Rise, which is a public housing estate in Singapore."}
]
<s> | 17 | [
0.00036032209754921496,
0.001782090519554913,
0.04762538522481918,
0.0006512700929306448,
0.0017984681762754917,
0.0010949027491733432,
0.0010809482773765922,
0.0011109518818557262,
0.0005847049178555608,
0.594260573387146,
0.010895085521042347,
0.0009709597798064351,
0.0002007644361583516,
... |
2018-01-30 22:20:44 | 958,344,230,996,447,200 | I'm at Blk 123 Bedok Reservoir Road https://t.co/rMwAvuvbW5 | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/rMwAvuvbW5', 'expanded_url': 'https://www.swarmapp.com/c/dzWDo2PErKt', 'display_url': 'swarmapp.com/c/dzWDo2PErKt', 'indices': [36, 59]}] | [] | [] | false | false | false | en | 1.332354 | 103.910156 | 2,018 | 1 | 30 | 1 | 22 | 20 | 2,016 | 2 | 28 | 6 | 22 | 35 | KAKI BUKIT | BEDOK | null | null | null | null | null | null | null | null | null | ["i'm", 'blk', '123', 'bedok', 'reservoir', 'road', 'https://t.co/rmwavuvbw5'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.106362 | 0 | 0 | reservoir road | blk 123 bedok reservoir road | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken facility (e.g. lift, toilet, etc.)"},
{"relatedness": True, "type": "inconvenience", "explanation": "inconvenience (e.g. noise, lack of parking, etc.)"},
{"relatedness": True, "type": "request_fixing", "explanation": "request for fixing (e... | 0.6 | 0.53 | 12 | [
{"type": "Greenery", "explanation": "The post mentions a specific location, Blk 123 Bedok Reservoir Road, which is likely related to issues with greenery or park maintenance."}
] | 7 | [
0.00000939461369853234,
0.000017439491784898564,
0.00001139630148827564,
0.00000746465275369701,
0.000005533700459636748,
0.000004861035449721385,
0.000005877412149857264,
0.9992569088935852,
0.000007307836312975269,
0.000006686283086310141,
0.000028972155632800423,
0.000005632659394905204,
... |
2018-01-30 21:40:48 | 958,334,180,454,215,700 | I'm at Bus Stop 46979 (Opp Blk 507) in Singapore https://t.co/uQfSJfUafq | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/UevmMtJnQR | 605 | 419 | 8 | 2,350 | 74,852 | 2011-04-26 17:44:00 | 14d9532bd696d8cb | https://api.twitter.com/1.1/geo/id/14d9532bd696d8cb.json | admin | North Region | SG | Polygon | [[[103.696411999967, 1.33636499997564], [103.866067828959, 1.33636499997564], [103.866067828959, 1.47223994098471], [103.696411999967, 1.47223994098471]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/uQfSJfUafq', 'expanded_url': 'https://www.swarmapp.com/c/79JIe5EtXGm', 'display_url': 'swarmapp.com/c/79JIe5EtXGm', 'indices': [49, 72]}] | [] | [] | false | false | false | en | 1.430084 | 103.789703 | 2,018 | 1 | 30 | 1 | 21 | 40 | 2,011 | 4 | 26 | 1 | 17 | 44 | WOODLANDS SOUTH | WOODLANDS | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '46979', 'opp', 'blk', '507', 'singapore', 'https://t.co/uqfsjfuafq'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.054154 | 0 | 0 | stop | bus stop 46979 opp blk 507 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign" },
{"relatedness": True, "type": "location", "explanation": "block 507, Singapore" },
{"relatedness": False, "type": "none", "explanation": "This is not a maintenance report or feedback" }
]
| 0.666667 | 0.583333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific location in a public housing estate, indicating that the issue is related to public housing infrastructure."}
]
<s> | 11 | [
0.0010466206585988402,
0.0046647232957184315,
0.010001864284276962,
0.001601346186362207,
0.0006139113684184849,
0.00026186759350821376,
0.00017663338803686202,
0.0003513121628202498,
0.00047305988846346736,
0.0033058729022741318,
0.00024019092961680144,
0.8845912218093872,
0.005378236528486... |
2018-01-30 21:16:43 | 958,328,121,538,748,400 | Hidup ini ibarat putaran roda. Kejap di atas kejap di bawah. Tidak semestinya pabila kita di… https://t.co/jDmkWYI5OT | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Kuala Lumpur | https://t.co/rA7QcrxXBM | 7,314 | 998 | 10 | 5,638 | 17,529 | 2012-07-30 15:44:14 | 5f1f473ed6455f55 | https://api.twitter.com/1.1/geo/id/5f1f473ed6455f55.json | admin | North-East Region | SG | Polygon | [[[103.817832999913, 1.33435500006012], [103.931418138871, 1.33435500006012], [103.931418138871, 1.43204147194424], [103.817832999913, 1.43204147194424]]] | false | 0 | 2 | [] | [{'url': 'https://t.co/jDmkWYI5OT', 'expanded_url': 'https://www.instagram.com/p/BekzCDnhWtg/', 'display_url': 'instagram.com/p/BekzCDnhWtg/', 'indices': [94, 117]}] | [] | [] | false | false | false | in | 1.367263 | 103.849762 | 2,018 | 1 | 30 | 1 | 21 | 16 | 2,012 | 7 | 30 | 0 | 15 | 44 | TOWNSVILLE | ANG MO KIO | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 1 | 0.145876 | 0 | 1 | hidup ini ibarat putaran roda kejap di atas kejap di bawah tidak semestinya pabila kita di | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken escalator"},
{"relatedness": True, "type": "inconvenience", "explanation": "inoperative elevator"}]
The post relates to a maintenance report feedback for a public flat house, specifically mentioning a broken escalator and an inoperative eleva... | 1 | 0.85 | 8 | [
{"type": "Illegal Parking", "explanation": "The post mentions illegal parking, which is a common issue in public housing areas."}
]
Note: The explanation is a short description of the category, and it's not a comprehensive explanation of the issue mentioned in the post. | 9 | [
0.17614535987377167,
0.0011557376710698009,
0.0035114071797579527,
0.016175784170627594,
0.003494508331641555,
0.0039144461043179035,
0.01811048574745655,
0.016708126291632652,
0.02726820483803749,
0.005043203476816416,
0.0012493287213146687,
0.06965866684913635,
0.002209258731454611,
0.00... | |
2018-01-30 20:44:48 | 958,320,087,097,856,000 | I'm at The BOILER in Singapore https://t.co/3urhDAXN2W | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 338 | 307 | 6 | 535 | 42,733 | 2010-11-28 01:03:38 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/3urhDAXN2W', 'expanded_url': 'https://www.swarmapp.com/c/4iq4OXFRtJV', 'display_url': 'swarmapp.com/c/4iq4OXFRtJV', 'indices': [31, 54]}] | [] | [] | false | false | false | en | 1.334649 | 103.885666 | 2,018 | 1 | 30 | 1 | 20 | 44 | 2,010 | 11 | 28 | 6 | 1 | 3 | JOO SENG | TOA PAYOH | null | null | null | null | null | null | null | null | null | ["i'm", 'boiler', 'singapore', 'https://t.co/3urhdaxn2w'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.047394 | 0 | 0 | boiler | boiler singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken boiler in public flat"},
{"relatedness": True, "type": "inconvenience", "explanation": "inaccessibility of public flat due to broken boiler"},
{"relatedness": True, "type": "request_fixing", "explanation": "request for fixing of broken boi... | 0.75 | 0.6 | 10 | [
{"type": "General Infrastructure/Facilities", "explanation": "The post mentions boilers, which are a type of infrastructure used for heating and cooling."}
] | 31 | [
0.05780567601323128,
0.0029683969914913177,
0.15527202188968658,
0.0017464024713262916,
0.005374289583414793,
0.021955419331789017,
0.0006140982150100172,
0.001627288293093443,
0.016323590651154518,
0.020745955407619476,
0.12124224007129669,
0.02057511918246746,
0.08131448179483414,
0.0019... |
2018-01-30 20:06:34 | 958,310,465,842,634,800 | I'm at Choa Chu Kang MRT/LRT Interchange (NS4/BP1) - @smrt_singapore in Singapore https://t.co/mG9CtOAQ3S | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/UevmMtJnQR | 605 | 419 | 8 | 2,350 | 74,852 | 2011-04-26 17:44:00 | 0b37664066a8962a | https://api.twitter.com/1.1/geo/id/0b37664066a8962a.json | admin | West Region | SG | Polygon | [[[103.605441448115, 1.16638900001529], [103.801598130067, 1.16638900001529], [103.801598130067, 1.43574600007885], [103.605441448115, 1.43574600007885]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/mG9CtOAQ3S', 'expanded_url': 'https://www.swarmapp.com/c/dKgFqONLPeX', 'display_url': 'swarmapp.com/c/dKgFqONLPeX', 'indices': [82, 105]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [53, 68]}] | false | false | false | tl | 1.385165 | 103.7444 | 2,018 | 1 | 30 | 1 | 20 | 6 | 2,011 | 4 | 26 | 1 | 17 | 44 | CHOA CHU KANG CENTRAL | CHOA CHU KANG | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.02903 | 0 | 0 | kang interchange @smrt singapore | choa chu kang mrt lrt interchange ns4 bp1 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken MRT/LRT interchange at NS4/BP1 in Singapore"},
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
The Twitter post "choa... | 0.666667 | 0.533333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions the location of a public housing estate, specifically the Choa Chu Kang MRT/LRT interchange, which is likely related to public housing infrastructure issues."}
] | 38 | [
0.000016344427422154695,
0.000010145351552637294,
0.000018933451428893022,
0.000005581930963671766,
0.000033979638828895986,
0.000021525505871977657,
0.000002792870191115071,
0.000017464217307860963,
0.000007445219125656877,
0.0001224664883920923,
0.00003664508039946668,
0.00001299424366152379... |
2018-01-30 19:53:29 | 958,307,173,028,827,100 | I'm at Bus Stop 44559 (Blk 483) in Singapore https://t.co/XSd93wYDuX | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/UevmMtJnQR | 605 | 419 | 8 | 2,350 | 74,852 | 2011-04-26 17:44:00 | 0b37664066a8962a | https://api.twitter.com/1.1/geo/id/0b37664066a8962a.json | admin | West Region | SG | Polygon | [[[103.605441448115, 1.16638900001529], [103.801598130067, 1.16638900001529], [103.801598130067, 1.43574600007885], [103.605441448115, 1.43574600007885]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/XSd93wYDuX', 'expanded_url': 'https://www.swarmapp.com/c/7xA9yW8AQMd', 'display_url': 'swarmapp.com/c/7xA9yW8AQMd', 'indices': [45, 68]}] | [] | [] | false | false | false | en | 1.376326 | 103.737877 | 2,018 | 1 | 30 | 1 | 19 | 53 | 2,011 | 4 | 26 | 1 | 17 | 44 | PENG SIANG | CHOA CHU KANG | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '44559', 'blk', '483', 'singapore', 'https://t.co/xsd93wydux'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.053873 | 0 | 0 | stop | bus stop 44559 blk 483 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign" },
{"relatedness": True, "type": "location", "explanation": "block 483, Singapore" },
{"relatedness": False, "type": "none", "explanation": "This is not a maintenance report or feedback" }
] | 0.666667 | 0.533333 | 6 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific public housing block and a bus stop, suggesting issues with public housing infrastructure other than lifts."}
] | 38 | [
0.00009839733684202656,
0.00005065868026576936,
0.0001987290452234447,
0.000025392284442204982,
0.000038037826016079634,
0.000017510044926893897,
0.000004052286385558546,
0.00004543358227238059,
0.000010910373021033593,
0.00009640870848670602,
0.00007818533049430698,
0.00019516205065883696,
... |
2018-01-30 19:58:18 | 958,308,384,796,741,600 | 🙄 (@ IMM Building in Singapore) https://t.co/S3bwEEAdaE | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | MiddleOfTheSea | null | 563 | 256 | 7 | 20,333 | 45,009 | 2013-11-28 22:15:18 | 0b37664066a8962a | https://api.twitter.com/1.1/geo/id/0b37664066a8962a.json | admin | West Region | SG | Polygon | [[[103.605441448115, 1.16638900001529], [103.801598130067, 1.16638900001529], [103.801598130067, 1.43574600007885], [103.605441448115, 1.43574600007885]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/S3bwEEAdaE', 'expanded_url': 'https://www.swarmapp.com/c/3h5SavSO0gw', 'display_url': 'swarmapp.com/c/3h5SavSO0gw', 'indices': [32, 55]}] | [] | [] | false | false | false | en | 1.335176 | 103.746498 | 2,018 | 1 | 30 | 1 | 19 | 58 | 2,013 | 11 | 28 | 3 | 22 | 15 | TOH GUAN | JURONG EAST | 1 | ChIJnUVF3g0Q2jERk38H4MZZ9q4 | 3.704769 | 1.335191 | 103.746529 | Novela (IMM) | point_of_interest; store; establishment | commercials | commercials | ['🙄', 'imm', 'building', 'singapore', 'https://t.co/s3bweeadae'] | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ['building'] | 0.2 | -1 | 1 | 0.070512 | 1 | 0 | building | imm building singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift or toilet in the building"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait for repairs or maintenance"},
{"relatedness": True, "type": "location", "explanation": "block number or street address of the buildi... | 0.6 | 0.53 | 4 | [
{"type": "General Infrastructure/Facilities", "explanation": "The post mentions issues with the infrastructure of the Imm Building in Singapore."}
] | 10 | [
0.0004506502882577479,
0.00041889859130606055,
0.003050512168556452,
0.00039173458935692906,
0.00015144086501095444,
0.002169697778299451,
0.0007578685763292015,
0.00028246588772162795,
0.0006565414369106293,
0.0012850442435592413,
0.9419935345649719,
0.0009249933063983917,
0.000119908960186... |
2018-01-30 19:36:25 | 958,302,878,795,468,800 | Plaque Installation Ceremony for the late Dr Robert Loh @ YMCA of… https://t.co/6xiIKVzWCS | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | null | null | 555 | 705 | 15 | 60 | 18,868 | 2009-04-02 19:48:22 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/6xiIKVzWCS', 'expanded_url': 'https://www.instagram.com/p/BeknjN7jlh_LrlTjRMP8vBWezW8sAIycRM9BFA0/', 'display_url': 'instagram.com/p/BeknjN7jlh_L…', 'indices': [67, 90]}] | [] | [] | false | false | false | en | 1.2976 | 103.848106 | 2,018 | 1 | 30 | 1 | 19 | 36 | 2,009 | 4 | 2 | 3 | 19 | 48 | BRAS BASAH | MUSEUM | null | null | null | null | null | null | null | null | null | ['plaque', 'installation', 'ceremony', 'late', 'dr', 'robert', 'loh', 'ymca', '…', 'https://t.co/6xiikvzwcs'] | 0.1 | 0 | 0.1 | 0.1 | 0 | 0 | 0 | 0.1 | 0 | 0.1 | ['ceremony', 'ceremony', 'late', 'late', 'ceremony'] | 0 | -1 | 0 | 0.109841 | 0 | 0 | plaque installation ceremony late robert | plaque installation ceremony late dr robert loh ymca | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken plaque installation requires maintenance"},
{"relatedness": True, "type": "time", "explanation": "late installation ceremony inconveniences residents"},
{"relatedness": False, "type": "none", "explanation": "This is not about public housin... | 0.666667 | 0.533333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions the installation of plaques, which is related to public housing infrastructure."}
] | 41 | [
0.002878024009987712,
0.0009402746800333261,
0.005377104971557856,
0.0097797317430377,
0.009130447171628475,
0.009624349884688854,
0.003409538883715868,
0.041223835200071335,
0.002478252165019512,
0.02153535932302475,
0.012631825171411037,
0.004488245118409395,
0.056368324905633926,
0.0029... |
2018-01-30 18:45:24 | 958,290,039,410,167,800 | I'm at Ang Mo Kio MRT Station (NS16) - @smrt_singapore in Singapore https://t.co/AfI2y5Tys3 | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | in the heart of iKON | https://t.co/nL88eKo532 | 1,136 | 597 | 9 | 4,236 | 99,840 | 2012-01-12 19:34:50 | 5f1f473ed6455f55 | https://api.twitter.com/1.1/geo/id/5f1f473ed6455f55.json | admin | North-East Region | SG | Polygon | [[[103.817832999913, 1.33435500006012], [103.931418138871, 1.33435500006012], [103.931418138871, 1.43204147194424], [103.817832999913, 1.43204147194424]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/AfI2y5Tys3', 'expanded_url': 'https://www.swarmapp.com/c/amWTwqutHZh', 'display_url': 'swarmapp.com/c/amWTwqutHZh', 'indices': [68, 91]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [39, 54]}] | false | false | false | tl | 1.369655 | 103.849594 | 2,018 | 1 | 30 | 1 | 18 | 45 | 2,012 | 1 | 12 | 3 | 19 | 34 | CHENG SAN | ANG MO KIO | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.025137 | 1 | 0 | station @smrt singapore | ang mo kio mrt station ns16 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken escalator/lift requires maintenance"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait times for trains due to maintenance"}
] | 1 | 0.8 | 4 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific public housing estate, Ang Mo Kio, and a station, NS16, which suggests it is related to public housing infrastructure issues other than lifts."}
] | 9 | [
0.000031568564736517146,
0.00001973212965822313,
0.00002048360329354182,
0.000012698379578068852,
0.000009426273209101055,
0.000008334991434821859,
0.0000032499985991307767,
0.00001250102104677353,
0.000016317797417286783,
0.9985744953155518,
0.000026283889383194037,
0.000029460205041687004,
... |
2018-01-30 18:41:58 | 958,289,175,626,821,600 | I'm at Bus Stop 72069 (Blk 121) in Singapore https://t.co/bvgRYTbcve | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | https://t.co/AXdd7gE2xh | 43 | 31 | 0 | 339 | 8,940 | 2016-02-28 22:35:43 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/bvgRYTbcve', 'expanded_url': 'https://www.swarmapp.com/c/hZii2FhdUF0', 'display_url': 'swarmapp.com/c/hZii2FhdUF0', 'indices': [46, 69]}] | [] | [] | false | false | false | en | 1.33162 | 103.909798 | 2,018 | 1 | 30 | 1 | 18 | 41 | 2,016 | 2 | 28 | 6 | 22 | 35 | KAKI BUKIT | BEDOK | null | null | null | null | null | null | null | null | null | ["i'm", 'bus', 'stop', '72069', 'blk', '121', 'singapore', 'https://t.co/bvgrytbcve'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.066271 | 1 | 0 | stop | bus stop 72069 blk 121 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken bus stop sign"}
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
The Twitter post "bus stop 72069 blk 121 singapore" r... | 0.666667 | 0.533333 | 6 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions a specific location, block number, and bus stop number, indicating an issue with public housing infrastructure other than lifts."}
] | 7 | [
0.00000776852812123252,
0.000008007526048459113,
0.000024296976334881037,
0.000007348097824433353,
0.000005095035703561734,
0.000004555498435365735,
0.000004644475211534882,
0.9992399215698242,
0.000006635409135924419,
0.000006112516075518215,
0.00002576028782641515,
0.00001215122847497696,
... |
2018-01-30 17:59:51 | 958,278,578,902,356,000 | I'm at blk 230 pasir ris st 21 https://t.co/AsABptJ4Yb | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | null | null | 2,083 | 205 | 8 | 48,121 | 197,114 | 2013-06-25 13:16:42 | 6635b2fcebd13c64 | https://api.twitter.com/1.1/geo/id/6635b2fcebd13c64.json | admin | East Region | SG | Polygon | [[[103.89216999988, 1.30157724092846], [104.085566789885, 1.30157724092846], [104.085566789885, 1.44093662101956], [103.89216999988, 1.44093662101956]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/AsABptJ4Yb', 'expanded_url': 'https://www.swarmapp.com/c/6PchTBob5Mb', 'display_url': 'swarmapp.com/c/6PchTBob5Mb', 'indices': [31, 54]}] | [] | [] | false | false | false | en | 1.372515 | 103.961189 | 2,018 | 1 | 30 | 1 | 17 | 59 | 2,013 | 6 | 25 | 1 | 13 | 16 | PASIR RIS DRIVE | PASIR RIS | null | null | null | null | null | null | null | null | null | ["i'm", 'blk', '230', 'pasir', 'ri', 'st', '21', 'https://t.co/asabptj4yb'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 1 | 0.118945 | 0 | 0 | blk 230 pasir ris st 21 | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift or other facility in block 230, Pasir Ris Street 21 requires maintenance."},
]
| 1 | 0.85 | 4 | [
{"type": "Illegal Parking", "explanation": "The post mentions problems with illegally parked vehicles."}
] | 17 | [
0.007510065101087093,
0.0003860199067275971,
0.019013725221157074,
0.0022024093195796013,
0.002410789020359516,
0.0017299813916906714,
0.0009105948265641928,
0.048771053552627563,
0.0005085515440441668,
0.09382008761167526,
0.017381759360432625,
0.007220972329378128,
0.008747523650527,
0.0... | |
2018-01-30 17:36:24 | 958,272,676,715,552,800 | I'm at Singaporepools People's Park Centre #01-12 https://t.co/uFPGyDVI9a | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | Singapore | null | 200 | 95 | 6 | 177 | 85,171 | 2010-03-23 19:06:05 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/uFPGyDVI9a', 'expanded_url': 'https://www.swarmapp.com/c/dLKofCgsfBa', 'display_url': 'swarmapp.com/c/dLKofCgsfBa', 'indices': [50, 73]}] | [] | [] | false | false | false | en | 1.285056 | 103.843735 | 2,018 | 1 | 30 | 1 | 17 | 36 | 2,010 | 3 | 23 | 1 | 19 | 6 | CHINATOWN | OUTRAM | null | null | null | null | null | null | null | null | null | ["i'm", 'singaporepools', "people's", 'park', 'centre', '#01-12', 'https://t.co/ufpgydvi9a'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.037698 | 0 | 0 | people park # | singaporepools people park centre 112 | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken parking facility"},
{"relatedness": True, "type": "inconvenience", "explanation": "difficulty finding parking space"}
] | 1 | 0.8 | 12 | [
{"type": "Illegal Parking", "explanation": "The post mentions illegal parking in a public space."}
] | 32 | [
0.00020228630455676466,
0.00002831702477124054,
0.00011285330401733518,
0.00005714106373488903,
0.0000363459148502443,
0.00019848688680212945,
0.00006806680903537199,
0.0002010285679716617,
0.0002868322771973908,
0.00008885648276191205,
0.0002815485349856317,
0.00001392278863932006,
0.000225... |
2018-01-30 14:26:34 | 958,224,902,938,558,500 | Just posted a photo @ Wakeup Rubbish 垃圾 Rubbishcleanup2018 Omgsg100 https://t.co/acpDFzcHpj | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | Oh MY GOD SG50 HELPING HANDS | https://t.co/VA3baIDkXE | 208 | 3,343 | 46 | 42 | 45,546 | 2014-05-11 02:16:20 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/acpDFzcHpj', 'expanded_url': 'https://www.instagram.com/p/BekEGGFB5o7AgYZqITpiolL82PjvzA1qY-G7is0/', 'display_url': 'instagram.com/p/BekEGGFB5o7A…', 'indices': [68, 91]}] | [] | [] | false | false | false | en | 1.276957 | 103.828087 | 2,018 | 1 | 30 | 1 | 14 | 26 | 2,014 | 5 | 11 | 6 | 2 | 16 | KAMPONG TIONG BAHRU | BUKIT MERAH | null | null | null | null | null | null | null | null | null | ['posted', 'photo', 'wakeup', 'rubbish', '垃圾', 'rubbishcleanup', '2018', 'omgsg', '100', 'https://t.co/acpdfzchpj'] | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0.1 | 0 | 0 | ['rubbish', 'rubbish'] | -0.1 | -1 | 0 | 0.167131 | 1 | 2 | just posted photo rubbish | posted photo wakeup rubbish rubbishcleanup2018 omgsg100 | 1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken rubbish bin"},
{"relatedness": True, "type": "cleanliness", "explanation": "inconvenience caused by dirty environment"}
]
Based on the information provided in the Twitter post, it appears that the post relates to a maintenance report... | 0.666667 | 0.583333 | 10 | [
{"type": "Cleanliness", "explanation": "The post mentions a photo of rubbish and a call for cleanup, indicating an issue with cleanliness."}
] | 27 | [
0.00001698181586107239,
0.00014982890570536256,
0.0004053457814734429,
0.00010266702884109691,
0.000236007064813748,
0.0004892437718808651,
0.00006966329965507612,
0.002245659939944744,
0.00012722631799988449,
0.0000702493853168562,
0.00030013330979272723,
0.000167406426044181,
0.00050828588... |
2018-01-30 13:44:50 | 958,214,401,710,018,600 | 2014. 1월 싱가폴에서. @미향원-싱가폴 차이나타운 근처 골목 https://t.co/Eq4oUdIZD5 | <a href="http://instagram.com" rel="nofollow">Instagram</a> | false | null | null | 대한민국 대전 | https://t.co/YP41Q39XuR | 3,697 | 4,348 | 1,126 | 3,076 | 72,294 | 2011-09-11 22:41:55 | 58a4c3a0d54e1400 | https://api.twitter.com/1.1/geo/id/58a4c3a0d54e1400.json | admin | Central Region | SG | Polygon | [[[103.749959507073, 1.2123138339349], [103.918426999964, 1.2123138339349], [103.918426999964, 1.36874499902569], [103.749959507073, 1.36874499902569]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/Eq4oUdIZD5', 'expanded_url': 'https://www.instagram.com/p/Bej_UKlFyYJ/', 'display_url': 'instagram.com/p/Bej_UKlFyYJ/', 'indices': [37, 60]}] | [] | [] | false | false | false | ko | 1.284402 | 103.843468 | 2,018 | 1 | 30 | 1 | 13 | 44 | 2,011 | 9 | 11 | 6 | 22 | 41 | CHINATOWN | OUTRAM | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 1 | 0.032392 | 1 | 0 | 2014 1 | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken lift requires maintenance"},
{"relatedness": True, "type": "inconvenience", "explanation": "illegal parking causes difficulty accessing building"}
] | 1 | 0.85 | 11 | [
{"type": "Pests", "explanation": "The post mentions problems with pests like rats or insects."},
{"type": "Pollution", "explanation": "The post talks about environmental pollution such as air, water, or noise pollution."}
]
<s> | 32 | [
0.0770324319601059,
0.0012524204794317484,
0.002966460073366761,
0.004495381843298674,
0.0019294059602543712,
0.014616296626627445,
0.023497160524129868,
0.004240605514496565,
0.02989107556641102,
0.0021502277813851833,
0.01140197180211544,
0.008048081770539284,
0.01128141488879919,
0.0022... | |
2018-01-30 12:26:49 | 958,194,766,294,011,900 | I'm at Jurong East MRT Interchange (NS1/EW24) - @smrt_singapore in Singapore https://t.co/sfWZtApFxZ | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | ʢٛ•ꇵٛ•ʡ*✲ﾟ*｡ʚɞ⋆ྉ | https://t.co/jHRMk6IK2O | 355 | 315 | 2 | 11,573 | 35,966 | 2013-08-07 14:59:49 | 0b37664066a8962a | https://api.twitter.com/1.1/geo/id/0b37664066a8962a.json | admin | West Region | SG | Polygon | [[[103.605441448115, 1.16638900001529], [103.801598130067, 1.16638900001529], [103.801598130067, 1.43574600007885], [103.605441448115, 1.43574600007885]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/sfWZtApFxZ', 'expanded_url': 'https://www.swarmapp.com/c/3Sh5SQqHlez', 'display_url': 'swarmapp.com/c/3Sh5SQqHlez', 'indices': [77, 100]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [48, 63]}] | false | false | false | en | 1.3332 | 103.742256 | 2,018 | 1 | 30 | 1 | 12 | 26 | 2,013 | 8 | 7 | 2 | 14 | 59 | JURONG GATEWAY | JURONG EAST | 1 | ChIJE6jNoQ8Q2jERLViZUQvv2Vo; ChIJE6jNoQ8Q2jERLViZUQvv2Vo; ChIJE6jNoQ8Q2jERLViZUQvv2Vo | 18.396996 | 1.333061 | 103.74234 | Janet Mobile Accessories | food; grocery_or_supermarket; store; supermarket; establishment; point_of_interest | commercials | commercials | ["i'm", 'jurong', 'east', 'mrt', 'interchange', 'ns1', 'ew24', '@smrt_singapore', 'singapore', 'https://t.co/sfwztapfxz'] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | [] | 0 | -1 | 0 | 0.030655 | 0 | 1 | east interchange @smrt singapore | jurong east mrt interchange ns1 ew24 singapore | 0 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken escalator or stairs in MRT interchange"},
{"relatedness": True, "type": "inconvenience", "explanation": "long wait for train or platform crowding"},
{"relatedness": False, "type": "none", "explanation": "This is not a maintenance report fo... | 0.666667 | 0.533333 | 12 | [
{"type": "Connectivity Related Infrastructure", "explanation": "The post mentions the Jurong East MRT interchange, which is a transportation hub with multiple lines and stations."}
]
<s> | 10 | [
0.000022957723558647558,
0.000034553038858575746,
0.0007234416552819312,
0.000005181104825169314,
0.000009690107617643662,
0.00012218148913234472,
0.000010754989489214495,
0.00001003205034066923,
0.00003698249929584563,
0.00004324949622969143,
0.9973294734954834,
0.00007573466427857056,
0.00... |
2018-01-30 12:11:32 | 958,190,921,828,503,600 | I'm at Choa Chu Kang MRT/LRT Interchange (NS4/BP1) - @smrt_singapore in Singapore https://t.co/Su5Jxeodtn | <a href="http://foursquare.com" rel="nofollow">Foursquare</a> | false | null | null | ʢٛ•ꇵٛ•ʡ*✲ﾟ*｡ʚɞ⋆ྉ | https://t.co/jHRMk6IK2O | 355 | 315 | 2 | 11,573 | 35,966 | 2013-08-07 14:59:49 | 0b37664066a8962a | https://api.twitter.com/1.1/geo/id/0b37664066a8962a.json | admin | West Region | SG | Polygon | [[[103.605441448115, 1.16638900001529], [103.801598130067, 1.16638900001529], [103.801598130067, 1.43574600007885], [103.605441448115, 1.43574600007885]]] | false | 0 | 0 | [] | [{'url': 'https://t.co/Su5Jxeodtn', 'expanded_url': 'https://www.swarmapp.com/c/dRqOjFdaTeF', 'display_url': 'swarmapp.com/c/dRqOjFdaTeF', 'indices': [82, 105]}] | [] | [{'screen_name': 'SMRT_Singapore', 'name': 'SMRT Corporation', 'id': 307781209, 'id_str': '307781209', 'indices': [53, 68]}] | false | false | false | tl | 1.385165 | 103.7444 | 2,018 | 1 | 30 | 1 | 12 | 11 | 2,013 | 8 | 7 | 2 | 14 | 59 | CHOA CHU KANG CENTRAL | CHOA CHU KANG | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | -1 | 0 | 0.031585 | 0 | 0 | kang interchange @smrt singapore | choa chu kang mrt lrt interchange ns4 bp1 singapore | -1 | false | [
{"relatedness": True, "type": "facility", "explanation": "broken MRT/LRT interchange at NS4/BP1 in Singapore"},
]
Does the post relate to a maintenance report feedback to public flat house (e.g., a broken facility, an inconvenience, block number or street, requst fixing, etc.)?
The Twitter post "choa... | 0.666667 | 0.533333 | 12 | [
{"type": "Public Housing Infrastructure (Excl Lifts)", "explanation": "The post mentions the choa chu kang MRT/LRTS interchange in NS4 and BP1, which are both public housing areas in Singapore."}
]
<s> | 38 | [
0.00001735862133500632,
0.000009965183380700182,
0.000018142143744626082,
0.000005533288913284196,
0.00003577785173547454,
0.000021182904674788006,
0.00000273089540314686,
0.000018205961168860085,
0.000007351266049226979,
0.00013861272600479424,
0.00003159559491905384,
0.000012272884305275511,... |
End of preview. Expand in Data Studio
README.md exists but content is empty.
- Downloads last month
- 4