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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 #}

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Active: "As a Canadian, I will …" 3,707 comments · Page 91 of 149
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD …
STOP ISSUING VISITOR VISA AND STUDENT FOR INDIAN BANGLADESH AND PAKISTAN. STUDENT VISA ASK THEM TO TRANSFER ALL THE TUTION FEES INCLUDING LUVING EXOENSE IN ADVANCE IN CANADA AND LOCK THE FUND. ALSO STUDENT SHOULD ONLY ONLY WORK IN CAMPUS. PERIOD. TRUST ME YOU WILL SEE 99 PERCENT OF THESE PROBLEM WILL GO AWAY. CANADIANS WILL GET JOB. THINGS WILL BE NORMAL.
Identity Attack0.1444726
Insult0.04442204
Profanity0.015318131
Threat0.0078449575
Severe Toxicity0.0052261353
Low Tox 0.16158698 Moderate Con 0.413
Sep 28, 2025 IRCC Names India in Study …
Canadians aren't Canadians anymore.
Canadians aren't Canadians anymore.
Identity Attack0.2776356
Insult0.017253341
Profanity0.00016002129
Threat0.0008118899
Severe Toxicity0.000013290789
Low Tox 0.16158506
Dec 8, 2025 2 likes
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the …
U can maintain your culture whilst within your friends and family in privacy, BUT just don’t push your agenda onto Canadians! One can assimilate and still keep their culture within their group. This is the full intention of a melting pot, not immigrate and take over the country with your culture!
Identity Attack0.10221587
Insult0.061626412
Profanity0.015830519
Threat0.007197669
Severe Toxicity0.003414154
Low Tox 0.16098402 Constructive 0.598
Aug 26, 2025 Why Canadians Are Turning Against …
Your assuming Canada will still be around next year western Canadians are fed up
Your assuming Canada will still be around next year western Canadians are fed up
Identity Attack0.10221587
Insult0.06599696
Profanity0.02208166
Threat0.008052089
Severe Toxicity0.0032234192
Low Tox 0.16043124 Low Con 0.23
Jan 16, 2026 Canada’s new rules in 2026
WHY SHOULD CANADA CHANGE FOR THEM... ? ...THEY SHOULD CHANGE TO BE A "CANADIANS " !
WHY SHOULD CANADA CHANGE FOR THEM... ? ...THEY SHOULD CHANGE TO BE A "CANADIANS " !
Identity Attack0.1294935
Insult0.03710241
Profanity0.013849284
Threat0.0074565844
Severe Toxicity0.00541687
Low Tox 0.16043124 Low Con 0.168
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
There are still companies who are only hiring LMIA even if a genuine Canadian Citizen or PR can do that job. Its completely insane I would love to see the Govt. To change the rules.
Identity Attack0.009101473
Insult0.08508729
Profanity0.02249157
Threat0.0066668927
Severe Toxicity0.0020694733
Low Tox 0.16043124 Constructive 0.674 Policy_Critique
Jan 19, 2026 3 likes 2.9 million Canadian temporary visas …
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Remember to vote Canadians...there is only 1 party that has caused this problem :/
Identity Attack0.10409598
Insult0.06285016
Profanity0.011492296
Threat0.008129764
Severe Toxicity0.003566742
Low Tox 0.16043124 Moderate Con 0.339 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Canada and Canadians first stop are enemies and send them packing now com on prime minister
Identity Attack0.06522302
Insult0.05144889
Profanity0.015249812
Threat0.061736204
Severe Toxicity0.0050735474
Low Tox 0.16043124 Low Con 0.161 Call_To_Action
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
I don’t know any Canadians that think the immigration is good. Only non Canadians want more non Canadians. French outlets don’t know about that because France isn’t French anymore.
Identity Attack0.16587129
Insult0.036325075
Profanity0.013712646
Threat0.0065956907
Severe Toxicity0.0034332275
Low Tox 0.16043124 Moderate Con 0.386 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what they are doing 🤬
Identity Attack0.04796442
Insult0.083112895
Profanity0.014464149
Threat0.0066668927
Severe Toxicity0.0025558472
Low Tox 0.16043124 Low Con 0.297 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Look into the ideology being spread and festered in concordia College against patriotic Canadians and the antisemitism coming out of our educational systems
Look into the ideology being spread and festered in concordia College against patriotic Canadians and the antisemitism coming out of our educational systems
Identity Attack0.11512129
Insult0.053791173
Profanity0.012004685
Threat0.008077981
Severe Toxicity0.0031661987
Low Tox 0.16043124 Low Con 0.267 Fear_Threat
Sep 28, 2025 2 likes IRCC Names India in Study …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another …
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another continent to find workers? LMAO!
Identity Attack0.04203484
Insult0.06617179
Profanity0.03464781
Threat0.0073918556
Severe Toxicity0.0034332275
Low Tox 0.15987846 Moderate Con 0.342 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
Identity Attack0.057037655
Insult0.07967083
Profanity0.015728042
Threat0.007094103
Severe Toxicity0.0029754639
Low Tox 0.15987846 Low Con 0.202 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration policy that Canadians support for immigration was exhausted and then inverted. This is entirely the fault of the mass immigration zealots who prioritized vast numbers over every rational consideration like housing capacity, healthcare capacity, community safety, and social cohesion, These policies have turned Canada from a society highly supportive of immigration into a society outraged by the utter failure of government to vett immigrants, remove criminals or plan to provide services that correlate with the number of immigrants.
Identity Attack0.06613251
Insult0.0811385
Profanity0.015010698
Threat0.008311004
Severe Toxicity0.0035095215
Low Tox 0.15987846 Constructive 0.599 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
AMEN say it loud Canadians we had enough
AMEN say it loud Canadians we had enough
Identity Attack0.10221587
Insult0.0638991
Profanity0.018324144
Threat0.008414571
Severe Toxicity0.0049591064
Low Tox 0.15932569 Moderate Con 0.339 Call_To_Action
Aug 25, 2025 85 likes Why Canadians Are Turning Against …
There’s no Canadian born officers
There’s no Canadian born officers
Identity Attack0.13163337
Insult0.031807642
Profanity0.019280603
Threat0.008311004
Severe Toxicity0.0038146973
Low Tox 0.15932569 Low Con 0.178 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into next century of technologically advanced world. Issue with economy starts with the family. If you have single parent family and social issues.. kids aren't gonna make it in this highly competitive world. Please go to Google, facebook, Microsoft. .. you'll see immigrants left right and centre. Lets face the facts, immigrant mentality is what builds a proper county. First generation immigrants are lost and weird and seems odd, second generation is the cream of the crop . Third slows down then 4th is basically are the ones complaining about the first generation. Solution is to use these people and figure out how they will help this county in the next 30 years, not tomorrow. Look at how Irish, Ukrainian, Chinese, Italian etc.. came as first gen immigrants (to this native land). Cold.. lost.. try to use their wits to survive in a colonial economy. That second generation built what we have now. Immigration is a god damn economical strategy man... Issue with homelessness, has nothing to do with immigration. Homelessness is related to addiction and mental health. Most immigrants don't suffer from homelessness because they have relatives that look after each other. 3rd generation+ Canadians (all races) lack that.. if you're 18 you are own your own, thats where that issue is with homelessness.
Identity Attack0.11860296
Insult0.047935467
Profanity0.018597418
Threat0.007870848
Severe Toxicity0.0041007996
Low Tox 0.15932569 Constructive 0.681
Mar 16, 2019 How much do refugees and …
See who do these people work for,obviously not caring Canadian,who pays these people
See who do these people work for,obviously not caring Canadian,who pays these people
Identity Attack0.10221587
Insult0.061101943
Profanity0.015693882
Threat0.0066215824
Severe Toxicity0.0030708313
Low Tox 0.1587729 Low Con 0.236 Unverified_Claim
Sep 29, 2025 1 likes IRCC Names India in Study …
Immigration is out of control in Canada. Just too many at once, healthcare cannot support Canadians. No housing for canadians , no housing for Immigrants
Immigration is out of control in Canada. Just too many at once, healthcare cannot support Canadians. No housing for canadians , no housing for Immigrants
Identity Attack0.12735364
Insult0.033460364
Profanity0.011201942
Threat0.0072106146
Severe Toxicity0.0030899048
Low Tox 0.1587729 Moderate Con 0.371 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Seems all good to me. Italians came they made little Italy. Greeks came they made Greek town at Pape Station. Chinese came they made Chinatowns at Spadina, Broadview, Sheppard, Steels Ave, 14th Avenue . Jews …
Seems all good to me. Italians came they made little Italy. Greeks came they made Greek town at Pape Station. Chinese came they made Chinatowns at Spadina, Broadview, Sheppard, Steels Ave, 14th Avenue . Jews came they made Jewish areas around Bayview or Bathurst. First indians came and made india town on gerrard. Safety in numbers to avoid racism by Canadians of english or Scottish or Irish descent.
Identity Attack0.18235919
Insult0.033680726
Profanity0.01627459
Threat0.0071847234
Severe Toxicity0.003490448
Low Tox 0.1587729 Constructive 0.673
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Not true. Majority of canadians dont want migrants. -no well payed jobs - migrants taking minimum wage jobs. Our western provinces cant support migrants on welfare. Our health care is failing due to influx
Identity Attack0.12556632
Insult0.047935467
Profanity0.012380436
Threat0.0064079775
Severe Toxicity0.0031471252
Low Tox 0.1587729 Constructive 0.521 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …

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.