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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: "The Immigrants are why the …" 3,653 comments · Page 97 of 147
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get …
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get is the same program the natives get.CBC kind of blends the rules for legal immigration with illegals kind of watering it down to make it not seem as bad. Typical blur the lines!
Identity Attack0.105256535
Insult0.05964688
Profanity0.014634945
Threat0.0065827454
Severe Toxicity0.0031661987
Low Tox 0.1641865 Constructive 0.623
Aug 20, 2018 1 likes How much do refugees and …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 should go back and revoke that child's Canadian citizenship be cause it was obtained illegally . It's time to be tough and undo all the fkg mess the liberals have caused and continue to cause to what used to be Canada!
Identity Attack0.10221587
Insult0.06669625
Profanity0.024882717
Threat0.009023022
Severe Toxicity0.0045204163
Low Tox 0.1641865 Moderate Con 0.442
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw …
Last winter I saw with my own eyes a couple of immigrants between the ages of 50 and 60, along with a priest, bring an urn containing the ashes of a dead person and throw it into the river... The problem is that we drink this water, so what do you think?
Identity Attack0.10221587
Insult0.03136692
Profanity0.018597418
Threat0.055270568
Severe Toxicity0.0064468384
Low Tox 0.16331999 Moderate Con 0.485
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
By far the biggest thing is accountability. Whether an Immigrant, Illegal Alien or Citizen, all must be held accountable for THEIR choices. When you dismiss a certain segment just for the fact that they are …
By far the biggest thing is accountability. Whether an Immigrant, Illegal Alien or Citizen, all must be held accountable for THEIR choices. When you dismiss a certain segment just for the fact that they are this segment, it's no wonder you have a huge population grown tired of all the Woke, pandering, PC nonsense. Just hold all accountable and ensure consistent following of the laws on the books-and make new laws when necessary and appropriate. It's really that simple.
Identity Attack0.08087392
Insult0.07396803
Profanity0.021466793
Threat0.0062396824
Severe Toxicity0.002861023
Low Tox 0.16331999 Constructive 0.684
Jan 27, 2026 Inside Canada's Indian Invasion...
Cherry picking ragebait title. Carney has done a fantastic job. Cracking down on diploma mills != Legal immigrants.
Cherry picking ragebait title. Carney has done a fantastic job. Cracking down on diploma mills != Legal immigrants.
Identity Attack0.10221587
Insult0.0654725
Profanity0.01887069
Threat0.008893564
Severe Toxicity0.0040626526
Low Tox 0.16331999 Constructive 0.504 Meta_Commentary
Feb 12, 2026 Canada's tighter immigration policy divides …
0:40 let the hot immigrant lady speak. She’s saying some words of truth. she’s the kind of immigrants we like here in Canada. God bless.😂❤🇨🇦
0:40 let the hot immigrant lady speak. She’s saying some words of truth. she’s the kind of immigrants we like here in Canada. God bless.😂❤🇨🇦
Identity Attack0.10221587
Insult0.04442204
Profanity0.058946952
Threat0.0100069
Severe Toxicity0.007286072
Low Tox 0.16331999 Constructive 0.528 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Can Michelle be the Immigration Minister? The current one is leading these 4 so called officers blindly.
Can Michelle be the Immigration Minister? The current one is leading these 4 so called officers blindly.
Identity Attack0.019877186
Insult0.0817555
Profanity0.015728042
Threat0.0074954215
Severe Toxicity0.0021839142
Low Tox 0.16331999 Moderate Con 0.31 Policy_Critique
Oct 6, 2025 IRCC Names India in Study …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system for self-deportation. Fraser, Miller and Diab accepted immigrants with criminal records. So why hunt down immigrants who are probably contributing to Canada? "Canada has approved entry for more than 17,600 people with a criminal record in last decade " PLUS all the Flight Attendants from India that did not go back to India. CBSA is NOT even close to being like ICE. The judges are lenient to immigrants who break Canadian laws to prevent deportation. The Federal Liberals are more interested in hiding taxpayer money.
Identity Attack0.04925346
Insult0.07396803
Profanity0.028640235
Threat0.010343489
Severe Toxicity0.0044822693
Low Tox 0.16245349 Constructive 0.564
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
So those Canadian Immigration Officers approving those millions of applications didn’t notice the scheme!!!!🧐 The corruption is through and through
So those Canadian Immigration Officers approving those millions of applications didn’t notice the scheme!!!!🧐 The corruption is through and through
Identity Attack0.034558404
Insult0.0836065
Profanity0.0127903465
Threat0.006647474
Severe Toxicity0.0023937225
Low Tox 0.16245349 Low Con 0.267 Unverified_Claim
Jul 14, 2025 1 likes How Canada broke its immigration …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney spending hundreds of thousands in flight catering no projects done. Liberal immigration really hurt affordability, GDP is failing and debt has doubled. The CDN economy is a disaster.
Identity Attack0.026007013
Insult0.08582769
Profanity0.013200258
Threat0.0066668927
Severe Toxicity0.0022411346
Low Tox 0.16158698 Moderate Con 0.497 Policy_Critique
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Why Maple-Magas are turning against immigrants. There...fixed it for ya.
Identity Attack0.13805299
Insult0.03489272
Profanity0.013985921
Threat0.008000307
Severe Toxicity0.0032615662
Low Tox 0.16158698 Low Con 0.213 Humor_Satire
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
do one on theKhalistani immigrants.
do one on theKhalistani immigrants.
Identity Attack0.17459276
Insult0.04090862
Profanity0.029888187
Threat0.015602129
Severe Toxicity0.008087158
Low Tox 0.16158698 Low Con 0.298
Sep 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Identity Attack0.10221587
Insult0.053791173
Profanity0.017299367
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.16158698 Moderate Con 0.378 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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...
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect and gratitude to the nation that welcomed you, you must integrate, be part of, assimilate—without losing your roots, of course, but adapting. I am from a country of immigrants (Argentina). My ancestors were Spanish (Galician/Catalan), Italian, German-Jewish, and Polish, and they all assimilated, adopting Spanish-language and Argentine customs without losing their roots.
Identity Attack0.12735364
Insult0.053205602
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.0049591064
Low Tox 0.16158698 Constructive 0.785
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop immigration policies
Stop immigration policies
Identity Attack0.12440576
Insult0.023028618
Profanity0.020988565
Threat0.010990778
Severe Toxicity0.0048065186
Low Tox 0.16158698 Low Con 0.246 Call_To_Action
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Maybe they are pretending to be clueless to avoid culpability for intentionally bringing in millions of immigrants simply for more Liberal votes! They know what they are doing.
Identity Attack0.10221587
Insult0.05964688
Profanity0.015249812
Threat0.008013252
Severe Toxicity0.0028038025
Low Tox 0.16098402 Low Con 0.181 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late …
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late now, nothing can stop this. Canada is cooked!
Identity Attack0.050671257
Insult0.06921569
Profanity0.024199532
Threat0.008077981
Severe Toxicity0.003967285
Low Tox 0.16098402 Moderate Con 0.453 Fear_Threat
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Identity Attack0.11512129
Insult0.0314771
Profanity0.013712646
Threat0.006259101
Severe Toxicity0.0032043457
Low Tox 0.16098402 Moderate Con 0.397
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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 …
More immigrants more money ..thats why they invite a lot of new comers..
More immigrants more money ..thats why they invite a lot of new comers..
Identity Attack0.12208464
Insult0.033790905
Profanity0.0138151245
Threat0.0069646453
Severe Toxicity0.003604889
Low Tox 0.16098402 Low Con 0.165 Unverified_Claim
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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 …
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 …

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.