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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 84 of 244
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis …
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis or help poor families in Canada, but instead we are funding the corrupt government.
Identity Attack0.10221587
Insult0.36193377
Profanity0.021876704
Threat0.009204263
Severe Toxicity0.00541687
Moderate 0.3389984 Moderate Con 0.325
Dec 25, 2025 Deportations From Canada at Their …
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
Identity Attack0.43896464
Insult0.16480011
Profanity0.025770858
Threat0.007741391
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.544 Identity_Assertion
Nov 2, 2025 IRCC Names India in Study …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want …
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want to destroy Canada and their people that’s disrespect
Identity Attack0.37222284
Insult0.17734702
Profanity0.02522431
Threat0.10236332
Severe Toxicity0.015350811
Moderate 0.3389984 Moderate Con 0.453
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
Identity Attack0.36942887
Insult0.26957804
Profanity0.036401358
Threat0.01750142
Severe Toxicity0.010070801
Moderate 0.3389984 Moderate Con 0.498
Oct 2, 2025 1 likes IRCC Names India in Study …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look there will be trash, it gotten so bad the owner of the building put a note on all floors saying if you litter or don’t throw out your trash your being recorded and will get fined.
Identity Attack0.36702603
Insult0.26395
Profanity0.057944927
Threat0.010084574
Severe Toxicity0.012435913
Moderate 0.3389984 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start …
Why the Canadian government allow the indian people to enter Canada, look at their population in India 🇮🇳 over Billion of them Canadian government should do something right now before is too late to start deport them
Identity Attack0.43256098
Insult0.14874944
Profanity0.02119352
Threat0.030278467
Severe Toxicity0.015544481
Moderate 0.3389984 Low Con 0.261
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Identity Attack0.37082586
Insult0.21135417
Profanity0.022423252
Threat0.046218675
Severe Toxicity0.0125103295
Moderate 0.3389984 Low Con 0.204 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The huge monkey God is definately a win for canada 😅
The huge monkey God is definately a win for canada 😅
Identity Attack0.10221587
Insult0.34782293
Profanity0.07708528
Threat0.0074048014
Severe Toxicity0.012283325
Moderate 0.3389984 Low Con 0.212 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our …
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our country is being ruined.
Identity Attack0.2869935
Insult0.19500497
Profanity0.020920247
Threat0.13734594
Severe Toxicity0.015931819
Moderate 0.3389984 Moderate Con 0.311
Aug 25, 2025 Why Canadians Are Turning Against …
If you hate multiculture .. Canada might not fit you
If you hate multiculture .. Canada might not fit you
Identity Attack0.4054415
Insult0.15627414
Profanity0.050429728
Threat0.008738215
Severe Toxicity0.010986328
Moderate 0.3389984 Low Con 0.217 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Identity Attack0.3817989
Insult0.16751462
Profanity0.023721304
Threat0.18281023
Severe Toxicity0.020386212
Moderate 0.3389984 Moderate Con 0.438 Identity_Assertion
Aug 30, 2025 Why Canadians Are Turning Against …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it . Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Identity Attack0.39207554
Insult0.24928534
Profanity0.06044999
Threat0.016120117
Severe Toxicity0.016900165
Moderate 0.3389984 Constructive 0.53 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it …
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it was to come into this lovely country but now Indians with all these fake abandoned mall colleges and truck driving schools bring everyone from Mumbai and Punjabi province
Identity Attack0.3817989
Insult0.2679134
Profanity0.02973333
Threat0.008686432
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.448
Sep 30, 2025 1 likes IRCC Names India in Study …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will try to stay but most will go. Their options are miserable and likely far worse then in their home countries.
Identity Attack0.23163283
Insult0.34548226
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.006790161
Moderate 0.3389984 Constructive 0.533 Policy_Critique
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Canada is finished ! By censoring information and keeping the general population ignorant the elites have effectively taken control over a once free democracy. Welcome to the WEF comrades !
Canada is finished ! By censoring information and keeping the general population ignorant the elites have effectively taken control over a once free democracy. Welcome to the WEF comrades !
Identity Attack0.06431354
Insult0.36193377
Profanity0.026317406
Threat0.008181547
Severe Toxicity0.005645752
Moderate 0.3389984 Low Con 0.184 Unverified_Claim
Feb 21, 2026 1 likes LILLEY UNLEASHED: The fall of …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Identity Attack0.10221587
Insult0.23237456
Profanity0.020373698
Threat0.19229786
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Identity Attack0.3817989
Insult0.15911613
Profanity0.019622196
Threat0.014911477
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.32 Economic_Argument
Aug 25, 2025 256 likes Why Canadians Are Turning Against …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them in. Carney again wore the turban recentky. That should never happen. What message are été sending to the world. That we do have our own identity anymore.The most surprising is thèse Sikh people have no shame in destroying our country, our history, its root, They are rewriting our history by saying they were hère in the 1900. Bullshit. We started to be Invaded little by little 20 years ago, As long as they can abuse the system, they will keep coming ans have bâbord here. It $$ yo gave baby here. It is so madening to see this.
Identity Attack0.38826546
Insult0.26957804
Profanity0.064458095
Threat0.025961896
Severe Toxicity0.020644438
Moderate 0.3389984 Moderate Con 0.423
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the driving
Identity Attack0.4006267
Insult0.22770336
Profanity0.07223598
Threat0.007974415
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.537 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Identity Attack0.04951127
Insult0.11464815
Profanity0.026044132
Threat0.37858796
Severe Toxicity0.018707745
Moderate 0.3389984 Moderate Con 0.431 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …

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.