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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: "Its not the people who …" 4,268 comments · Page 106 of 171
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land …
If everyone just immigrated to western countries then what’s the point of having other countries? The reason different cultures exist is mainly because people were separated by geography! We can’t all occupy the same land mass! This is insanity!
Identity Attack0.06613251
Insult0.1378885
Profanity0.024814399
Threat0.0066798385
Severe Toxicity0.0032234192
Low Tox 0.23343207 Moderate Con 0.343 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. BUT I fully agree that Turdeau govt should not have opened the gates for everyone after Covid, Student Visa/legal immigration is a different issue.
Identity Attack0.28034934
Insult0.071433455
Profanity0.017162729
Threat0.006641001
Severe Toxicity0.0050354004
Low Tox 0.2330714 Constructive 0.721 Policy_Critique
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
A good place to find these people is within the medical system, as they show up for medical care. I'm 100% positive potential illegal / fraudulent immigrants show up at clinics, hospitals without any ID, …
A good place to find these people is within the medical system, as they show up for medical care. I'm 100% positive potential illegal / fraudulent immigrants show up at clinics, hospitals without any ID, Health Cards, and refuse to provide a phone numbers.
Identity Attack0.22631748
Insult0.09270445
Profanity0.017777596
Threat0.0076766624
Severe Toxicity0.00459671
Low Tox 0.2330714 Constructive 0.624
Oct 3, 2025 IRCC Names India in Study …
Well then, the government should be held responsible and do their jobs and due diligence and go get these people out of our country..
Well then, the government should be held responsible and do their jobs and due diligence and go get these people out of our country..
Identity Attack0.09328204
Insult0.07428485
Profanity0.01846078
Threat0.025616571
Severe Toxicity0.005683899
Low Tox 0.2330714 Low Con 0.251 Call_To_Action
Oct 1, 2025 1 likes IRCC Names India in Study …
If you cannot live in peace with the people of the country, please go back to your own country. We don’t wish you harm. We’re trying to give you a better life in our country.
If you cannot live in peace with the people of the country, please go back to your own country. We don’t wish you harm. We’re trying to give you a better life in our country.
Identity Attack0.11744241
Insult0.076185785
Profanity0.0166845
Threat0.011172019
Severe Toxicity0.0061035156
Low Tox 0.2330714 Moderate Con 0.489
Aug 25, 2025 Why Canadians Are Turning Against …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is …
I know some older Indians who assimilated well and made Canada better, but these new immigrants are no good. They want everything for free. My roommate is from the Philippines, but she works hard, is very clean, polite, and easy to get along with. So I'm not against immigration, but I want the people coming over to pay their own way. My mom and stepdad did that in the 80s and did well.
Identity Attack0.27914262
Insult0.0817555
Profanity0.019553876
Threat0.006835188
Severe Toxicity0.0059127808
Low Tox 0.2330714 Constructive 0.809 Personal_Narrative
Feb 18, 2026 Inside Canada's Indian Metropolis (Brampton)
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting them in and you will save hundreds of millions. This is criminal. Fix Canada before you offer our country over to “refugees” and no we cant do both.
Identity Attack0.15731181
Insult0.10148193
Profanity0.015591404
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.23271075 Moderate Con 0.394 Economic_Argument
Dec 30, 2025 1 likes Deportations From Canada at Their …
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
It’s crazy these people move from India to Canada and still don’t even want to stay in Canada 😭
Identity Attack0.18002926
Insult0.08831572
Profanity0.03239325
Threat0.006861079
Severe Toxicity0.0051879883
Low Tox 0.23271075 Moderate Con 0.31 Identity_Assertion
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in …
So you're one of those people who talk in a weird accent when conversing with people who are foreign or who speak a different language. So bizarre and weird that you can't just talk in your normal accent.
Identity Attack0.030691283
Insult0.16780703
Profanity0.024541125
Threat0.006045496
Severe Toxicity0.00333786
Low Tox 0.23271075 Low Con 0.298 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Identity Attack0.10221587
Insult0.11616662
Profanity0.024472807
Threat0.010602405
Severe Toxicity0.0062942505
Low Tox 0.23235008 Low Con 0.154 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I feel bad for the people who actually LEGALY migrated there 😢
I feel bad for the people who actually LEGALY migrated there 😢
Identity Attack0.18313584
Insult0.036809623
Profanity0.025770858
Threat0.008764107
Severe Toxicity0.0063323975
Low Tox 0.23235008 Moderate Con 0.487 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As a senior i don't get all the benefits that illegal people get WHY
As a senior i don't get all the benefits that illegal people get WHY
Identity Attack0.22783615
Insult0.06984934
Profanity0.01764096
Threat0.006763986
Severe Toxicity0.0052261353
Low Tox 0.23235008 Moderate Con 0.372 Economic_Argument
Feb 26, 2026 44 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
i am from india even i think brampton so bad. i pay 450 month for bed and there are 16 people in basement with me
Identity Attack0.13805299
Insult0.0654725
Profanity0.07611542
Threat0.010291707
Severe Toxicity0.0064849854
Low Tox 0.23235008 Moderate Con 0.496 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
There's Indian people everywhere, I don't think it's an invasion, there is just a lot of them. They have to live somewhere.
Identity Attack0.28034934
Insult0.062150877
Profanity0.051181246
Threat0.010887212
Severe Toxicity0.008888245
Low Tox 0.23198941 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When a country is so corrupt that these people going to other countries
When a country is so corrupt that these people going to other countries
Identity Attack0.04306607
Insult0.16766082
Profanity0.04792466
Threat0.0074565844
Severe Toxicity0.0038719177
Low Tox 0.23162876 Low Con 0.182 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
even the people from india dont want to be in india anymore make it make sense bruh
even the people from india dont want to be in india anymore make it make sense bruh
Identity Attack0.2700233
Insult0.05027775
Profanity0.044668075
Threat0.010757755
Severe Toxicity0.0077438354
Low Tox 0.23162876 Low Con 0.143 Humor_Satire
Jan 28, 2026 11 likes Inside Canada's Indian Invasion...
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Identity Attack0.2700233
Insult0.07998765
Profanity0.020100424
Threat0.00756015
Severe Toxicity0.0059890747
Low Tox 0.2312681 Moderate Con 0.432 Fear_Threat
Jan 28, 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.