Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "I am an immigrant too. …" 3,653 comments · Page 103 of 147
11:10 omg 😳 how sweet, hospitable & kind those Hindu immigrants are as always ❤ 11:42 Kind gesture from the Sikh people as well ❤
11:10 omg 😳 how sweet, hospitable & kind those Hindu immigrants are as always ❤ 11:42 Kind gesture from the Sikh people as well ❤
Identity Attack0.12208464
Insult0.03070583
Profanity0.04642162
Threat0.011741633
Severe Toxicity0.008621216
Low Tox 0.14429577 Constructive 0.599
Oct 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of …
As a Filipino studying in Canada, it’s kind of frustrating that a certain group of international students if you know, you know is ruining the immigration system, and the blame ends up on those of us who came here legally. Some Filipinos who chose to study here have already gone back to the Philippines because life here is difficult and we see no future anymore in Canada. Others have moved to the United States to work as nurses or to Singapore instead, because we realize that the money we invested in paperwork and tuition fees is no longer worth it. Meanwhile, we see many Indian students at school who only attend classes when there’s an exam or quiz.
Identity Attack0.10221587
Insult0.058475737
Profanity0.017982552
Threat0.007534259
Severe Toxicity0.0030708313
Low Tox 0.14256015 Constructive 0.605 Personal_Narrative
Sep 30, 2025 290 likes IRCC Names India in Study …
Consequences of mass immigration Thank a liberal
Consequences of mass immigration Thank a liberal
Identity Attack0.078392304
Insult0.028281843
Profanity0.015079016
Threat0.008414571
Severe Toxicity0.004043579
Low Tox 0.14256015 Moderate Con 0.338 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Once again you can't fault the immigrants. Trudy and his henchmen were paid handsomely to invite them.
Once again you can't fault the immigrants. Trudy and his henchmen were paid handsomely to invite them.
Identity Attack0.09328204
Insult0.04383647
Profanity0.013849284
Threat0.0072882893
Severe Toxicity0.0026893616
Low Tox 0.14256015 Low Con 0.287 Policy_Critique
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Student Visa for Indians is kind of PR.... Canadian government should revamp immigration policy and visa guidelines
Student Visa for Indians is kind of PR.... Canadian government should revamp immigration policy and visa guidelines
Identity Attack0.14233272
Insult0.031256735
Profanity0.0157622
Threat0.006912862
Severe Toxicity0.0033187866
Low Tox 0.14256015 Low Con 0.197 Policy_Critique
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in …
Respect to the indian man who came as an RN and understood the problems with not working hard. He may have a rose-tinted view on Canada being no different than India, which is aproblem in itself, but the mindset is inherently what we want from our newcomers, and not just importing everyone from a hyper-specific area of another country in i.e. India. This is why selective immigration that has been done for years before Trudeau did wonders for this country. Very insightful. The race doesn't matter, the diversity we value is actually lost when you only import anything and don't vet anyone at all, it then becomes simply and factually non-diverse.
Identity Attack0.10221587
Insult0.057890166
Profanity0.016411226
Threat0.007068211
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.852 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Immigrants are not the problem , there needs to be a strenuous mandatory assimilation training program required before they are given visa and allowed to joing the community.
Immigrants are not the problem , there needs to be a strenuous mandatory assimilation training program required before they are given visa and allowed to joing the community.
Identity Attack0.11047905
Insult0.030595649
Profanity0.015283971
Threat0.009281937
Severe Toxicity0.0037574768
Low Tox 0.14256015 Moderate Con 0.395
Aug 26, 2025 Why Canadians Are Turning Against …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land …
How did Canadas successive governments failed this nation by getting immigrants who instead of assimilating in Canadian way of life deliberately segregated themselves to create their own country and culture in Canada.Immigrants to this land have been destroying way of life in Canada by creating hundreds of countries they came from in Canada.Its scary to even think how all sorts of religious buildings are being built to segregate people based on their own religion and culture!??!
Identity Attack0.109318495
Insult0.032799274
Profanity0.011031146
Threat0.007365964
Severe Toxicity0.0031661987
Low Tox 0.14256015 Constructive 0.505
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Why do people become more fanatic after they immigrate to Canada? I don’t think so they have that much right on their back home.
Identity Attack0.089145996
Insult0.047935467
Profanity0.015557245
Threat0.0066086366
Severe Toxicity0.0024318695
Low Tox 0.14256015 Moderate Con 0.352
Aug 26, 2025 Why Canadians Are Turning Against …
Anti immigrant sentiment are base on Xenophobia & insecurity.. Pro immigrant policy are base on stats & economics.. Canadian low birthrate of 1.25 children (350k) need to be at 3 children (850k), so Trudeau policy …
Anti immigrant sentiment are base on Xenophobia & insecurity.. Pro immigrant policy are base on stats & economics.. Canadian low birthrate of 1.25 children (350k) need to be at 3 children (850k), so Trudeau policy of 500k immigrant per yr is on point. The gov just failed to plan better, like build enough houses..
Identity Attack0.09410924
Insult0.056133457
Profanity0.010757872
Threat0.006576272
Severe Toxicity0.0024604797
Low Tox 0.14256015 Constructive 0.638 Economic_Argument
Feb 12, 2026 Canada's tighter immigration policy divides …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate …
It’s not their fault for trying to get ahead in life all Immigrants that came to canada especially Ontario migrated to certain pockets in Toronto so it’s no different for the Indian population to migrate to brampton good for them
Identity Attack0.12735364
Insult0.03511308
Profanity0.01764096
Threat0.006835188
Severe Toxicity0.0031852722
Low Tox 0.14256015 Constructive 0.52
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
You do realize that we too are children of immigrants 😏 reflect on that
You do realize that we too are children of immigrants 😏 reflect on that
Identity Attack0.10221587
Insult0.031807642
Profanity0.019758832
Threat0.007145886
Severe Toxicity0.0035476685
Low Tox 0.14082454 Moderate Con 0.349
Dec 24, 2025 4 likes Deportations From Canada at Their …
Immigration is great when it's done the right way...We we have now is the BAD WAY.
Immigration is great when it's done the right way...We we have now is the BAD WAY.
Identity Attack0.07012023
Insult0.030044744
Profanity0.014088398
Threat0.0062849927
Severe Toxicity0.002822876
Low Tox 0.14082454 Moderate Con 0.416 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Ha Ha Ha!! As an Indigenous person in this country they call Canada, everybody is an immigrant to me. Now you know what it feels like.
Identity Attack0.10221587
Insult0.0314771
Profanity0.015967157
Threat0.006136116
Severe Toxicity0.0030326843
Low Tox 0.14082454 Constructive 0.538
Dec 23, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Identity Attack0.06294931
Insult0.04149419
Profanity0.012380436
Threat0.007935578
Severe Toxicity0.0025367737
Low Tox 0.14082454 Moderate Con 0.327 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These …
Though I disagree with the immigration, the old guy in the Sikh temple is actually right about what he's preaching. Not to mention the Sikhs are known to be what Indians should be like. These people feed the homeless out of their own expense, actually help their communities and improve the quality of life because they are progressive with their views regardless what your race is. If only every Indians are like the SIkhs.
Identity Attack0.17536941
Insult0.030816011
Profanity0.019553876
Threat0.008065036
Severe Toxicity0.00459671
Low Tox 0.14082454 Constructive 0.805
Nov 17, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
Identity Attack0.05794714
Insult0.047935467
Profanity0.014293353
Threat0.0072882893
Severe Toxicity0.0025749207
Low Tox 0.14082454 Moderate Con 0.328 Policy_Critique
Nov 20, 2025 7 likes Quebec Ends Economic Immigration Program …
Canadian govt gave them visas and citizenships. That is LEGAL NOT ILLIGAL. Learn law and if you need answers go to your govt and ask them questions rather than blaming immigrants.
Canadian govt gave them visas and citizenships. That is LEGAL NOT ILLIGAL. Learn law and if you need answers go to your govt and ask them questions rather than blaming immigrants.
Identity Attack0.1035157
Insult0.04149419
Profanity0.012038844
Threat0.006874025
Severe Toxicity0.0023937225
Low Tox 0.14082454 Moderate Con 0.436
Feb 16, 2026 Inside Canada's Indian Invasion...
Immigration agents sells dreams for high 💸 but reality is different.
Immigration agents sells dreams for high 💸 but reality is different.
Identity Attack0.073429056
Insult0.04969218
Profanity0.016889455
Threat0.0064597605
Severe Toxicity0.002336502
Low Tox 0.14082454 Moderate Con 0.304
Sep 30, 2025 IRCC Names India in Study …
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
They are giving PR to Immigrants and another side layoff federal workers..... its like taking food from your own baby and bring other's children to your home and feed them
Identity Attack0.09576365
Insult0.034011267
Profanity0.012687869
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.14082454 Moderate Con 0.403 Policy_Critique
Jan 22, 2026 2.9 million Canadian temporary visas …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will …
Blame your government not the immigrant They let the immigrant in. Countries that have billions of people like India and China, government have to control their imagration and let in small numbers Otherwise you will have Have a Billion people coming in and taking all the resources from the locals.
Identity Attack0.10221587
Insult0.032028005
Profanity0.015693882
Threat0.009048914
Severe Toxicity0.0032615662
Low Tox 0.13908891 Moderate Con 0.402 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Canada's immigration is out of control to the point.Wi-Fi.Canada is gonna be lost if we don't get a grip on this
Identity Attack0.07921951
Insult0.031697463
Profanity0.0127903465
Threat0.014393489
Severe Toxicity0.0032424927
Low Tox 0.1373533 Moderate Con 0.323
Oct 12, 2025 IRCC Names India in Study …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …

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.