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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: "We are with you, Canada." 6,088 comments · Page 199 of 244
It’s sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system …
It’s sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system is right now 😢
Identity Attack0.014149316
Insult0.019225692
Profanity0.010160086
Threat0.009463178
Severe Toxicity0.001707077
Low Tox 0.054531995 Constructive 0.528 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
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 …
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
Identity Attack0.027815815
Insult0.01465692
Profanity0.017504321
Threat0.008077981
Severe Toxicity0.0021076202
Low Tox 0.054284602 Moderate Con 0.321 Question
Feb 5, 2026 Inside Canada's Indian Invasion...
It takes about 10 yrs to deport someone from Canada.
It takes about 10 yrs to deport someone from Canada.
Identity Attack0.029402243
Insult0.014124917
Profanity0.011150704
Threat0.010783645
Severe Toxicity0.0017261505
Low Tox 0.054037213 Low Con 0.283
Dec 28, 2025 Deportations From Canada at Their …
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 …
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Identity Attack0.039714564
Insult0.0154929245
Profanity0.010638315
Threat0.006220264
Severe Toxicity0.0018596649
Low Tox 0.054037213 Moderate Con 0.328 Question
Feb 11, 2026 Canada's tighter immigration policy divides …
bike guy for the canadas presidency😂
bike guy for the canadas presidency😂
Identity Attack0.006178642
Insult0.026444806
Profanity0.014225035
Threat0.0071588317
Severe Toxicity0.0016021729
Low Tox 0.054037213 Low Con 0.297 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
“I can’t say. I’m a student worker”. Welcome to Canada where people are afraid to speak frankly.
“I can’t say. I’m a student worker”. Welcome to Canada where people are afraid to speak frankly.
Identity Attack0.01857083
Insult0.023866551
Profanity0.010040528
Threat0.006097279
Severe Toxicity0.0013160706
Low Tox 0.05378982 Moderate Con 0.461 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
Identity Attack0.036105253
Insult0.015644927
Profanity0.010228404
Threat0.0065244893
Severe Toxicity0.0017738342
Low Tox 0.05378982 Moderate Con 0.488 Identity_Assertion
Oct 26, 2025 1 likes Why Canadians Are Turning Against …
Canada to Can India 💪🏻
Canada to Can India 💪🏻
Identity Attack0.034042787
Insult0.020192537
Profanity0.023311393
Threat0.009359611
Severe Toxicity0.004386902
Low Tox 0.05378982 Moderate Con 0.363
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
soooo many pad-jeets. why so many visajeets in our Canada? Why?
soooo many pad-jeets. why so many visajeets in our Canada? Why?
Identity Attack0.02238941
Insult0.022706337
Profanity0.013644327
Threat0.006543908
Severe Toxicity0.001821518
Low Tox 0.05378982 Low Con 0.233
Sep 20, 2025 34 likes 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 …
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)
This is not Canada 🇨🇦 This is India 🇮🇳
This is not Canada 🇨🇦 This is India 🇮🇳
Identity Attack0.037136484
Insult0.014960921
Profanity0.015386449
Threat0.0065956907
Severe Toxicity0.0020122528
Low Tox 0.05354243 Low Con 0.185 Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
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)
Canada is full.
Canada is full.
Identity Attack0.0233943
Insult0.019096779
Profanity0.016821137
Threat0.007534259
Severe Toxicity0.0024032593
Low Tox 0.05354243 Low Con 0.291 Fear_Threat
Jan 3, 2026 125 likes New rules, regulations take effect …
Where can I donate to Sidhu so he can take more ppl out of Canada? 🙏
Where can I donate to Sidhu so he can take more ppl out of Canada? 🙏
Identity Attack0.025404079
Insult0.018452216
Profanity0.011355659
Threat0.008039144
Severe Toxicity0.0017929077
Low Tox 0.05354243 Moderate Con 0.406 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh well, Canada is full!
Oh well, Canada is full!
Identity Attack0.0233943
Insult0.018129934
Profanity0.014156717
Threat0.0072235605
Severe Toxicity0.0022125244
Low Tox 0.053295042 Low Con 0.298
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Identity Attack0.03196092
Insult0.022082696
Profanity0.0004453918
Threat0.0006199462
Severe Toxicity0.00008084203
Low Tox 0.05328201 Identity_Assertion
Apr 16, 2025
Do we have an ICE office in Canada? Send them there
Do we have an ICE office in Canada? Send them there
Identity Attack0.016460562
Insult0.018967867
Profanity0.012243799
Threat0.011249693
Severe Toxicity0.0023078918
Low Tox 0.05304765 Low Con 0.223
Jan 10, 2026 Migrants cross into Canada near …
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Yes stay in canada money is better spend here in our country mr stump going too sink usa
Identity Attack0.0012413493
Insult0.0029865694
Profanity0.00018919048
Threat0.040129766
Severe Toxicity0.000017283843
Low Tox 0.052940443 Economic_Argument
Dec 9, 2025

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.