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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Its been a tragedy for …" 28 comments · Page 1 of 2
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just …
Is zero way is it a tragedy that Canada cant take every citizen in the world who wants to move here. Honestly the opinions of the main stream media are ridiculous, why dont we just pave a golden road for them all and make sure they all have 5 bedroom, 6 washroom houses with 4 car garages and Olympic size swimming pools, now that fact we dont have 7 billion houses like that in Canada with the same amount of farm land and natural land is the real tragedy, wake up and get your head out of your ass
Identity Attack0.10221587
Insult0.57787937
Profanity0.44133487
Threat0.028206514
Severe Toxicity0.05742428
Moderate 0.6308517 Moderate Con 0.42 Insult Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and …
human tragedy, what a load of bollocks. Immigration means integration, something that is not happening when they all want to stay around Montreal, and bring the grandparents. Canadians First for our Social Services, Homes and TAX Credits!
Identity Attack0.27682206
Insult0.48627716
Profanity0.22713706
Threat0.008531082
Severe Toxicity0.02258113
Moderate 0.4574824 Constructive 0.538 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
A tragedy? Excuse me??? Gtfo
A tragedy? Excuse me??? Gtfo
Identity Attack0.016259583
Insult0.27763805
Profanity0.39409557
Threat0.008582866
Severe Toxicity0.02258113
Moderate 0.39987978 Low Con 0.286 Moral_Argument
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
What a terrible tragedy, the politicians who caused his must be held to account and the invaders returned to their homelands. A common problem for all white countries right now.
What a terrible tragedy, the politicians who caused his must be held to account and the invaders returned to their homelands. A common problem for all white countries right now.
Identity Attack0.38826546
Insult0.17610447
Profanity0.052934792
Threat0.012803185
Severe Toxicity0.013607788
Moderate 0.35186127 Moderate Con 0.41 Fear_Threat
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) …
This story could be based on any city in Australia as well, Indians are pouring into our country like an endless freight train. The political agenda in White countries (for some reason I can't fathom) is to destroy our race & culture. Swamping your country with foreigners from a different culture and race goes against every internal instinct a normal person would have to protect their family, race or tribe to survive in its identifiable form. Japanese people live in Japan, Chinese people in China, Germans in Germany; this is how the world should be. Otherwise, with untapped migration, no country will be identifiable by its roots or culture, which is the real tragedy, because what makes countries in the world different is what makes the world such an interesting and unique place.
Identity Attack0.41975367
Insult0.18480228
Profanity0.104876526
Threat0.0347677
Severe Toxicity0.021548226
Moderate 0.34757367 Constructive 0.647
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant citizens that are always lied to from opposition government who are handcuffed by leftist government agencies or crown corporations who don't support in hiring these illegals that are sitting at home watching television on our welfare system , waiting to help us on our national tragedies , that our red cross agencies have to do ,by themselves to relieve economic and emotional distress. Is that enough brain washing and political rhetoric , or should I continue, that not only a tenth of the situations we are facing.
Identity Attack0.17381613
Insult0.24928534
Profanity0.1719469
Threat0.011430934
Severe Toxicity0.013414118
Moderate 0.30502358 Moderate Con 0.475
Sep 25, 2018 How much do refugees and …
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
How is going back to Your country of origin a human tragedy?????
How is going back to Your country of origin a human tragedy?????
Identity Attack0.15731181
Insult0.06529768
Profanity0.016479544
Threat0.0077802283
Severe Toxicity0.005531311
Low Tox 0.22846605 Low Con 0.262
Nov 23, 2025 Quebec Ends Economic Immigration Program …
My goodness me what a tragedy Canada has become .....
My goodness me what a tragedy Canada has become .....
Identity Attack0.083355546
Insult0.042665333
Profanity0.0113044195
Threat0.00746953
Severe Toxicity0.0036239624
Low Tox 0.11479026 Moderate Con 0.43 Fear_Threat
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Going back to their countries is a tragedy? Why? It is their countries! Can Canadians go to their countries & get scholarships & benefits & citizenships? No? Why’s that not a tragedy? The only opinion …
Going back to their countries is a tragedy? Why? It is their countries! Can Canadians go to their countries & get scholarships & benefits & citizenships? No? Why’s that not a tragedy? The only opinion voiced on that tv is on the beneficiaries & the immigration lawyers that make bank off of trading in humans, why are u guys so biased against & isolated from this country’s ppl?
Identity Attack0.06249457
Insult0.034341812
Profanity0.0118680475
Threat0.0064985976
Severe Toxicity0.002155304
Low Tox 0.11161 Moderate Con 0.424 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Why is this a human tragedy? What's so extraordinary about living in Quebec or Canada for that matter? The exorbitant cost of living and accommodation? 6 months of winter and loneliness? A very competitive job …
Why is this a human tragedy? What's so extraordinary about living in Quebec or Canada for that matter? The exorbitant cost of living and accommodation? 6 months of winter and loneliness? A very competitive job market which is extremely demanding regarding ones qualifications and work experience? I can't understand why they're breaking their heads to stay here other than to collect welfare money!!
Identity Attack0.020781586
Insult0.03827355
Profanity0.014361672
Threat0.010783645
Severe Toxicity0.0029754639
Low Tox 0.11129999 Constructive 0.551
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
It’s not a human tragedy. It’s a blessing in disguise the more you can get rid of the battery our country will be.
It’s not a human tragedy. It’s a blessing in disguise the more you can get rid of the battery our country will be.
Identity Attack0.007547563
Insult0.022190686
Profanity0.0166845
Threat0.020264024
Severe Toxicity0.0026893616
Low Tox 0.079250954 Low Con 0.268
Nov 23, 2025 74 likes Quebec Ends Economic Immigration Program …
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Identity Attack0.02439919
Insult0.027605021
Profanity0.011150704
Threat0.0066668927
Severe Toxicity0.0015354156
Low Tox 0.07450261 Low Con 0.264
Nov 21, 2025 171 likes Quebec Ends Economic Immigration Program …
A human tragedy??? 😂😂😂
A human tragedy??? 😂😂😂
Identity Attack0.004680229
Insult0.017012933
Profanity0.020032106
Threat0.00899713
Severe Toxicity0.0026512146
Low Tox 0.07212844 Low Con 0.297
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Its been a tragedy for the jobless homeless Canadians
Its been a tragedy for the jobless homeless Canadians
Identity Attack0.038167715
Insult0.024640027
Profanity0.010757872
Threat0.0067834044
Severe Toxicity0.0016975403
Low Tox 0.07054565 Moderate Con 0.376 Economic_Argument
Nov 22, 2025 9 likes Quebec Ends Economic Immigration Program …
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
What’s so tragic? The lawyer loosing his clients ant their money is not a tragedy!
Identity Attack0.0024233595
Insult0.028722567
Profanity0.011697251
Threat0.0064597605
Severe Toxicity0.0010156631
Low Tox 0.06065326 Low Con 0.281 Humor_Satire
Nov 24, 2025 2 likes Quebec Ends Economic Immigration Program …
Tragedy? The program ended and they go back home and reapply with their great qualifications. More of a speedbump than a tragedy.
Tragedy? The program ended and they go back home and reapply with their great qualifications. More of a speedbump than a tragedy.
Identity Attack0.00224762
Insult0.02173949
Profanity0.012585391
Threat0.008259222
Severe Toxicity0.0012493134
Low Tox 0.050821137 Low Con 0.278
Nov 28, 2025 1 likes Quebec Ends Economic Immigration Program …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical …
It's not a tragedy. Stop playing this like we are responsible for the well-being of the third world. If they have no path to permanent residency then they go home. This may be a radical notion in the present political climate, but just because you want to come to Canada doesn't mean you can. Actual native born Canadian citizens have a say in this and we say No !
Identity Attack0.02238941
Insult0.018710041
Profanity0.0108774295
Threat0.006653947
Severe Toxicity0.0014400482
Low Tox 0.050573748 Constructive 0.542 Identity_Assertion
Nov 22, 2025 97 likes Quebec Ends Economic Immigration Program …
Absolute tragedy this stuff is taking place.
Absolute tragedy this stuff is taking place.
Identity Attack0.0020533812
Insult0.0142009165
Profanity0.01442999
Threat0.0067963502
Severe Toxicity0.0011920929
Low Tox 0.036870047 Moderate Con 0.325 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their small towns and hold on to small dreams… Here in Vancouver, the new immigrants wish to stay in and invest in large urban areas. They have extended family support to buy the real estate. Small-town Canadians don’t have a chance in this competition.
Identity Attack0.017465452
Insult0.01632893
Profanity0.009365883
Threat0.0058804373
Severe Toxicity0.00086307526
Low Tox 0.035220183 Constructive 0.605 Economic_Argument
Jun 20, 2025 24 likes How Canada broke its immigration …
"Tragedy"? Give us a break!
"Tragedy"? Give us a break!
Identity Attack0.0017573982
Insult0.014352918
Profanity0.012277958
Threat0.007948523
Severe Toxicity0.0011301041
Low Tox 0.034041706 Low Con 0.215 Humor_Satire
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
It's an absolutely tragedy
It's an absolutely tragedy
Identity Attack0.0029783275
Insult0.012756908
Profanity0.01627459
Threat0.007249452
Severe Toxicity0.0012588501
Low Tox 0.033806015 Low Con 0.298 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
Human tragedy???
Human tragedy???
Identity Attack0.0034777985
Insult0.011312899
Profanity0.013166099
Threat0.007922632
Severe Toxicity0.001373291
Low Tox 0.032627538 Moderate Con 0.379 Question
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Tragedy?? Its glorious. They need this in every province.
Tragedy?? Its glorious. They need this in every province.
Identity Attack0.0027563404
Insult0.011844902
Profanity0.010433359
Threat0.00866054
Severe Toxicity0.0011920929
Low Tox 0.032156147 Moderate Con 0.304
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.