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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: "I am an immigrant too. …" 3,653 comments · Page 35 of 147
despite the population drop. we should close the borders until we get this under control. cause almost 1 million immigrants in first three months of this year is so crazy. (I am a latino immigrant) …
despite the population drop. we should close the borders until we get this under control. cause almost 1 million immigrants in first three months of this year is so crazy. (I am a latino immigrant) not racist haha
Identity Attack0.42615733
Insult0.35849577
Profanity0.14666493
Threat0.013702838
Severe Toxicity0.020127986
Moderate 0.39987978 Constructive 0.635 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
and the craziest part of all these immigrants is that Artificial intelligence us about to take thousands of jobs
and the craziest part of all these immigrants is that Artificial intelligence us about to take thousands of jobs
Identity Attack0.3825363
Insult0.36709076
Profanity0.12374964
Threat0.009825659
Severe Toxicity0.017739398
Moderate 0.39987978 Low Con 0.219
Jun 19, 2025 1 likes How Canada broke its immigration …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far right fascists against Muslim immigrants but ironically they are the majority immigrants in Middle eastern countries.
Identity Attack0.46028158
Insult0.34101152
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.433
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Now if only we could send the rest of them french immigrants home😂😂😂
Now if only we could send the rest of them french immigrants home😂😂😂
Identity Attack0.46028158
Insult0.17361937
Profanity0.094219476
Threat0.04098356
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.21 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Those bad immigrants should go back to their own country and let those good law abiding immigrants stay and adapt
Identity Attack0.44690517
Insult0.29383746
Profanity0.09518933
Threat0.012803185
Severe Toxicity0.020386212
Moderate 0.39915034 Low Con 0.259 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Identity Attack0.2783691
Insult0.40975618
Profanity0.17241211
Threat0.009851551
Severe Toxicity0.01644827
Moderate 0.39842087 Low Con 0.244 Identity_Assertion
Jan 19, 2026 4 likes Why Canada’s immigration system has …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are …
If Canadians are this angry then why don't they deport all except those who have pr and In first place why did your goverment let so many my people in your country. If they are coming illegally then set up some of your soldiers at border and give order of shoot at sight. Then there will be no illiterate immigrants in your country also make some laws that states some percent of jobs reserves for Canadians (white)
Identity Attack0.44690517
Insult0.30326313
Profanity0.049678206
Threat0.27637172
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.378
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I don’t even recognize my native town. So many immigrants around overwhelmingly high jacking our parks , affordable rents .. it’s crazy!
I don’t even recognize my native town. So many immigrants around overwhelmingly high jacking our parks , affordable rents .. it’s crazy!
Identity Attack0.35299334
Insult0.40189892
Profanity0.078378424
Threat0.008013252
Severe Toxicity0.0119018555
Moderate 0.39842087 Constructive 0.521 Fear_Threat
Nov 22, 2025 19 likes Quebec Ends Economic Immigration Program …
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
Identity Attack0.41222036
Insult0.33964422
Profanity0.05393682
Threat0.011223801
Severe Toxicity0.015544481
Moderate 0.39842087 Moderate Con 0.301 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about …
Geez, Trudeau and his Somali minister of immigration raised immigration quotas another 100,000 in part to accommodate the 4 million Muslims that India decided to kick out revoking their citizenship overnight. Now I notice about half of recent arrivals from India are Muslim. All third world countries are cleaning up their backyards and dumping their undesirables and minorities in yours. Happy globalism!
Identity Attack0.46028158
Insult0.3393024
Profanity0.027273865
Threat0.03304107
Severe Toxicity0.021290002
Moderate 0.39842087 Moderate Con 0.484
May 19, 2019 How much do refugees and …
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Identity Attack0.46028158
Insult0.25800487
Profanity0.049678206
Threat0.04029291
Severe Toxicity0.018707745
Moderate 0.39842087 Constructive 0.504 Identity_Assertion
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Ya..you do want more pakistani immigrants !! Dude ..muslim countries dont want even 1% of non-muslim. While india has all religions . Churches mosques synagogues parsee buddhist
Ya..you do want more pakistani immigrants !! Dude ..muslim countries dont want even 1% of non-muslim. While india has all religions . Churches mosques synagogues parsee buddhist
Identity Attack0.47178617
Insult0.18480228
Profanity0.09195647
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.209 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've always been proud to be Canadian now I want to get out of this country and live elsewhere. I feel my grandfather left his family risked his life for Canadians to be living in encampments while we continue to allow more immigrants into this country that do not respect it. Not only can we not find housing and are living in tents. It's funny but I don't see any immigrants living in tents. Where can I vote to be the 51st state. Sign me up
Identity Attack0.23770751
Insult0.44126466
Profanity0.0816113
Threat0.009281937
Severe Toxicity0.012703998
Moderate 0.39842087 Constructive 0.695 Personal_Narrative
Aug 30, 2025 7 likes Why Canadians Are Turning Against …
I don't understand why European countries are allowing immigration specially indian Hindus
I don't understand why European countries are allowing immigration specially indian Hindus
Identity Attack0.48915586
Insult0.16846494
Profanity0.10920923
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.269
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
These irresponsible IRCC employees need to be deported and then need to deport illegal immigrants
Identity Attack0.381025
Insult0.37052566
Profanity0.05268429
Threat0.100830056
Severe Toxicity0.01896597
Moderate 0.3977292 Low Con 0.14 Call_To_Action
Sep 29, 2025 1 likes IRCC Names India in Study …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
It's time to deport Immigrants with expired visa's
It's time to deport Immigrants with expired visa's
Identity Attack0.46028158
Insult0.15769513
Profanity0.058445938
Threat0.091630474
Severe Toxicity0.022452017
Moderate 0.3977292 Low Con 0.231
Oct 12, 2025 IRCC Names India in Study …
I am a First Nations person and I cannot get a job because of these immigrants
I am a First Nations person and I cannot get a job because of these immigrants
Identity Attack0.46614665
Insult0.23237456
Profanity0.096805766
Threat0.009696201
Severe Toxicity0.02116089
Moderate 0.3977292 Moderate Con 0.459
Aug 25, 2025 Why Canadians Are Turning Against …
As a white Canadian, the Punjabi immigrants are the most tame
As a white Canadian, the Punjabi immigrants are the most tame
Identity Attack0.46028158
Insult0.26957804
Profanity0.12903778
Threat0.012699619
Severe Toxicity0.021806452
Moderate 0.3977292 Moderate Con 0.432 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport them all and stop immigration NOW !
Deport them all and stop immigration NOW !
Identity Attack0.39773783
Insult0.14512913
Profanity0.034397304
Threat0.16699752
Severe Toxicity0.023076924
Moderate 0.3974717 Low Con 0.199
Dec 25, 2025 1 likes Deportations From Canada at Their …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration is ruining all the good places
Immigration is ruining all the good places
Identity Attack0.46028158
Insult0.1669316
Profanity0.110447146
Threat0.01254427
Severe Toxicity0.02167734
Moderate 0.3974717 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 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.