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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 an immigrant of Canada, …" 1,376 comments · Page 49 of 56
How about the Emigration problem? Immigration from another country is one thing; Losing a worker to Emigration is another. This is what happened in the Netherlands: After the war, there was massive unemployment. (since not …
How about the Emigration problem? Immigration from another country is one thing; Losing a worker to Emigration is another. This is what happened in the Netherlands: After the war, there was massive unemployment. (since not everyone is fit to work in construction) So we sent 5% of the country away, mostly to Canada. Most everyone who emigrated was fit and of working age. A lot of them where farmers. Twenty years later there was a massive labour shortage. Our country needed fit men of working age. So we got immigrants.
Identity Attack0.02048012
Insult0.022964163
Profanity0.01309778
Threat0.0069905366
Severe Toxicity0.0016498566
Low Tox 0.056758508 Constructive 0.628 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
Identity Attack0.02439919
Insult0.023866551
Profanity0.010484599
Threat0.006168481
Severe Toxicity0.0012302399
Low Tox 0.05651112 Constructive 0.575 Solidarity
Feb 24, 2026 33 likes 'We do know that there's …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada to their spheres of influence.
Identity Attack0.034042787
Insult0.020256994
Profanity0.009647697
Threat0.006647474
Severe Toxicity0.0013446808
Low Tox 0.055026773 Moderate Con 0.343
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
I immigrated to Canada when Jason Kenney was the immigration minister, came here as a permanent resident. Having said that, I do agree that our immigration system is out of whack.
Identity Attack0.01565665
Insult0.02373764
Profanity0.014464149
Threat0.006110225
Severe Toxicity0.0011873245
Low Tox 0.054531995 Constructive 0.719 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
Identity Attack0.03894114
Insult0.016860934
Profanity0.010518758
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.054531995 Moderate Con 0.336 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
Identity Attack0.02821777
Insult0.017227544
Profanity0.012346277
Threat0.0061814263
Severe Toxicity0.0011348724
Low Tox 0.054531995 Moderate Con 0.493
Sep 3, 2019 3 likes How much do refugees and …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. …
A lot of immigrants who had skills in demand, after 5, 10 years decided to go back where they came from due to cost of living vs income. Housing for example in Canada is steep. Some left for USA, better pay, lower housing costs. Those that do not have skills in demand, having a job, it's pay is worth the cost of living pain.
Identity Attack0.029402243
Insult0.019483518
Profanity0.010911589
Threat0.006770459
Severe Toxicity0.0012779236
Low Tox 0.054284602 Constructive 0.645 Economic_Argument
Feb 16, 2026 1 likes Canada's tighter immigration policy divides …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …
canada is a immigration based economy now
canada is a immigration based economy now
Identity Attack0.033784978
Insult0.01625293
Profanity0.014395831
Threat0.006861079
Severe Toxicity0.0020885468
Low Tox 0.05378982 Low Con 0.214 Economic_Argument
Dec 24, 2025 7 likes Deportations From Canada at Their …
It's culture shock!. Canada does require a larger population, as many of us are now retired, but are new immigrants contributing to Canada's economy?
It's culture shock!. Canada does require a larger population, as many of us are now retired, but are new immigrants contributing to Canada's economy?
Identity Attack0.029144434
Insult0.018452216
Profanity0.0117997285
Threat0.0060325502
Severe Toxicity0.0013542175
Low Tox 0.05354243 Constructive 0.732 Question
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Now talk about the real problem. The housing issues, the big corporations taking advantage of the housing in Canada, and the companies that are exploiting temporary foreign workers by paying them low wages and taking …
Now talk about the real problem. The housing issues, the big corporations taking advantage of the housing in Canada, and the companies that are exploiting temporary foreign workers by paying them low wages and taking advantage of their immigration status.
Identity Attack0.033527173
Insult0.019225692
Profanity0.010108846
Threat0.006653947
Severe Toxicity0.0012874603
Low Tox 0.05354243 Constructive 0.513
Jun 19, 2025 10 likes How Canada broke its immigration …
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. …
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. It's not true.
Identity Attack0.026408968
Insult0.018967867
Profanity0.011594773
Threat0.0065956907
Severe Toxicity0.0011491776
Low Tox 0.05354243 Constructive 0.701 Personal_Narrative
Feb 13, 2026 Canada's tighter immigration policy divides …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its drawbacks. When I came here, my immediate instinct was not to change everything to how it was back home...It was rather to learn the culture and values of Canada too (which I know is in and itself a mixture of multiple cultures). If you are reading this my fellow Indians, It is truly my most humble request to remember that you don't have have to quit your culture, but that does not mean that you make no effort or take part in involving yourself in other cultures or mock them. You have the chance to better a country that has offered YOU a better life. Please don't ruin things for other immigrants or Canadians. We are resilient, and we can choose the best of both worlds.
Identity Attack0.035331827
Insult0.020837102
Profanity0.018324144
Threat0.0071070488
Severe Toxicity0.0020980835
Low Tox 0.05354243 Constructive 0.863 Personal_Narrative
Nov 1, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Remember, most of us here in Canada are immigrants… I work a lot in Native towns throughout Québec and realized that they were here for thousands of years. Are we just scared ?
Identity Attack0.036620867
Insult0.017088935
Profanity0.011782649
Threat0.006576272
Severe Toxicity0.0013923645
Low Tox 0.05230548 Constructive 0.686 Moral_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and our future in CANADA. Teach them how to adapt and be Canadian. Michelle Rempell Garner dishing it out on our behalf. God grant her strength and wisdom.
Identity Attack0.017967897
Insult0.018129934
Profanity0.010228404
Threat0.011586283
Severe Toxicity0.0022602081
Low Tox 0.051563308 Constructive 0.506 Call_To_Action
Oct 1, 2025 7 likes IRCC Names India in Study …
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Identity Attack0.019977676
Insult0.021417208
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0012588501
Low Tox 0.05131592 Constructive 0.559 Policy_Critique
Feb 11, 2026 17 likes Canada's tighter immigration policy divides …
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope …
God bless you for bringing up such an important issue to Canadian people that are facing these days. Let's hope that more real Canadians will raise their voices and concerns about NEW immigrants. I hope something can be done before its too late! It breaks my heart not to see Canada as 50 years ago any more. 😢
Identity Attack0.033527173
Insult0.018967867
Profanity0.0098868115
Threat0.006602164
Severe Toxicity0.0014400482
Low Tox 0.05131592 Constructive 0.745
Aug 25, 2025 Why Canadians Are Turning Against …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and my experience has been great. Immigration has brought a lot of positives to Canada. And at some point, majority of us or our families immigrated here. There’s a lot more to the story than these random conversational clips. I am not condoning smuggling, that should never happen. But in every people group you’ll find illegal activity, that doesn’t mean that’s how they all operate.
Identity Attack0.019475231
Insult0.0233509
Profanity0.016616182
Threat0.007249452
Severe Toxicity0.0016021729
Low Tox 0.05131592 Constructive 0.849 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in …
Indian immigration significantly benefits Canada by filling critical labor shortages, boosting the economy, and contributing to demographic sustainability. As a leading source of skilled professionals, Indians represent over 30% of Canada's high-skill visas, notably in IT, healthcare, and engineering, which supports technological growth and public services. They help counter an aging population, bolster the workforce, and increase tax revenue, with over 120,000 Indians becoming permanent residents annually.
Identity Attack0.051126
Insult0.01838776
Profanity0.013985921
Threat0.0071588317
Severe Toxicity0.0020980835
Low Tox 0.05131592 Constructive 0.58 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I want to immigrate to Canada
I want to immigrate to Canada
Identity Attack0.030433474
Insult0.012110904
Profanity0.018665737
Threat0.008414571
Severe Toxicity0.0024223328
Low Tox 0.051068526 Moderate Con 0.375 Personal_Narrative
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...

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.