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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "Its easy, just don't go …" 43 comments · Page 2 of 2
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and it’s so easy for them. Then they cannot read or speak English and they are hauling 80k lbs death machines
Identity Attack0.039714564
Insult0.032248367
Profanity0.015830519
Threat0.021645326
Severe Toxicity0.0037384033
Low Tox 0.112436704 Moderate Con 0.426 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the heart of downtown and going to school (Ossington and Old Orchard P.S.) wasn't easy. There was quite a bit of racism in those days so my sister and I had to assimilate quickly, in which we did. We happily lived within the Portuguese and Italian communities and the rest is history!!!!
Identity Attack0.038683333
Insult0.019225692
Profanity0.01084327
Threat0.0061878995
Severe Toxicity0.0015544891
Low Tox 0.056016337 Constructive 0.796 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
Just completed mine — got 19 correct! A few tips: this video helps a lot, but I recommend going through the study guide at least once before watching this video. Also, an app called Citizenship …
Just completed mine — got 19 correct! A few tips: this video helps a lot, but I recommend going through the study guide at least once before watching this video. Also, an app called Citizenship was really useful as well. Good luck to everyone. It's easy don't be over stress.
Identity Attack0.0054756827
Insult0.012186904
Profanity0.017436003
Threat0.009204263
Severe Toxicity0.0016021729
Low Tox 0.028502874 Constructive 0.738
Jul 23, 2025 12 likes Canadian Citizenship Test 2025 – …
Its easy, just don't go south or go deep south, mexico.
Its easy, just don't go south or go deep south, mexico.
Identity Attack0.03595336
Insult0.00087304105
Profanity0.00006934095
Threat0.00033736424
Severe Toxicity0.000005756687
Low Tox 0.011341143 Humor_Satire
Dec 9, 2025
Make it really easy for USA Border officer and go to another country instead.
Make it really easy for USA Border officer and go to another country instead.
Identity Attack0.0016855017
Insult0.0013478184
Profanity0.000042550702
Threat0.00017251908
Severe Toxicity0.0000025719517
Low Tox 0.0056630303
Dec 7, 2025
Easy, dont go and start closing the boarder.
Easy, dont go and start closing the boarder.
Identity Attack0.00008979923
Insult0.00036531076
Profanity0.00002849948
Threat0.000117597716
Severe Toxicity0.0000021890503
Low Tox 0.001168439
Dec 9, 2025
Make it easy, don’t go. Lots to see in Canada
Make it easy, don’t go. Lots to see in Canada
Identity Attack0.00017231374
Insult0.00020387981
Profanity0.000023755887
Threat0.000051840074
Severe Toxicity0.000002303277
Low Tox 0.00065214984 Humor_Satire
Dec 11, 2025
Why go there really? It’s so easy, DONT GO there
Why go there really? It’s so easy, DONT GO there
Identity Attack0.00009776443
Insult0.00020869952
Profanity0.000029504403
Threat0.000060934544
Severe Toxicity0.0000022476397
Low Tox 0.0006482386
Dec 8, 2025 1 likes
It’s there right,,,,JUST DONT GO ,,EASY
It’s there right,,,,JUST DONT GO ,,EASY
Identity Attack0.00008003906
Insult0.00021302358
Profanity0.000033579687
Threat0.00007173593
Severe Toxicity0.0000023859714
Low Tox 0.00064056786
Dec 7, 2025 6 likes
It's very easy. DON'T GO.
It's very easy. DON'T GO.
Identity Attack0.00008052965
Insult0.00016733987
Profanity0.00001925225
Threat0.00003162804
Severe Toxicity0.0000022333454
Low Tox 0.00042921747
Dec 7, 2025 522 likes
It's easy to avoid these new measures. Just don't go!
It's easy to avoid these new measures. Just don't go!
Identity Attack0.00006468682
Insult0.00013886449
Profanity0.000018829734
Threat0.00002442377
Severe Toxicity0.0000023537523
Low Tox 0.0003458605
Dec 8, 2025 58 likes
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Go somewhere else. It’s that easy. Have family down there? Rent an air b and b somewhere else and have a great time.
Identity Attack0.000054141143
Insult0.00014066871
Profanity0.000019374196
Threat0.000027631757
Severe Toxicity0.0000023214413
Low Tox 0.00034546357 Call_To_Action
Dec 10, 2025
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what …
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what free looked like.
Identity Attack0.00007122219
Insult0.00013956765
Profanity0.000020931255
Threat0.000023746192
Severe Toxicity0.00000276584
Low Tox 0.00034268282 Comparative_Framing
Dec 10, 2025
Easiest decision ever: Just do not go, easy game.
Easiest decision ever: Just do not go, easy game.
Identity Attack0.000051215728
Insult0.00013661415
Profanity0.00001894642
Threat0.000024421348
Severe Toxicity0.0000026223538
Low Tox 0.00030922328
Dec 8, 2025 127 likes

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.