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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: "I just came from there …" 649 comments · Page 24 of 26
Should have ended 10+ years ago… Most immigrants came through Quebec (easiest route), then settled in Ontario & BC…
Should have ended 10+ years ago… Most immigrants came through Quebec (easiest route), then settled in Ontario & BC…
Identity Attack0.026408968
Insult0.013440913
Profanity0.010228404
Threat0.0068416605
Severe Toxicity0.0012683868
Low Tox 0.041172907 Moderate Con 0.425 Policy_Critique
Dec 6, 2025 1 likes Quebec Ends Economic Immigration Program …
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Identity Attack0.02048012
Insult0.01306091
Profanity0.0108774295
Threat0.006440342
Severe Toxicity0.001039505
Low Tox 0.040925518 Moderate Con 0.312 Unverified_Claim
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Buddy you should have came to Sydney Nova Scotia ,Canada’s biggest secret,they completely over ran this town but they don’t talk about it on the news .Brenton got nothing on this place
Identity Attack0.005401687
Insult0.021417208
Profanity0.012107162
Threat0.006272047
Severe Toxicity0.0010251999
Low Tox 0.04067813 Moderate Con 0.425 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Too much people have came in a very little time that's the problem
Too much people have came in a very little time that's the problem
Identity Attack0.008028535
Insult0.013858915
Profanity0.015147334
Threat0.006912862
Severe Toxicity0.0012874603
Low Tox 0.040183347 Moderate Con 0.306 Fear_Threat
Sep 19, 2025 33 likes Inside Canada's Indian Metropolis (Brampton)
INTERNATIONAL.STUDENTS IF ITS TRUE IF ITS TRUE, ACCORDING TO.INSTITUTION OR COLLEGE PAID DOUBLE TUTION FEE MORE THAN THE LOCAL CANADIAN OR PERMANENT RESIDENT, IF THIS IS TRUE, FROM THE COUNTRY OF ORIGIN WHERE THEY CAME …
INTERNATIONAL.STUDENTS IF ITS TRUE IF ITS TRUE, ACCORDING TO.INSTITUTION OR COLLEGE PAID DOUBLE TUTION FEE MORE THAN THE LOCAL CANADIAN OR PERMANENT RESIDENT, IF THIS IS TRUE, FROM THE COUNTRY OF ORIGIN WHERE THEY CAME FROM, DOES THE SCHOOL OR ANY INSTITUTIONIM CANADA DO THE SAME REQUIREMENTS THAT NEEDED BEFORE YOU ELIGIBLE TO ACCEPT IN CANADIAN COLLEGE OR UNIVERSITY?? SUCH AS, HIGH SCHOOL GPA? ENGLISH PROFICIENCY IN PROGRAM OR COURSE NEEDED??AND MORE MANDATED REQUIRED BY COLLEGES OR UNIVERSITY??
Identity Attack0.010581387
Insult0.018967867
Profanity0.012892825
Threat0.0062785195
Severe Toxicity0.0015926361
Low Tox 0.039935954 Moderate Con 0.34
Oct 17, 2025 IRCC Names India in Study …
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. …
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. Take canada back.
Identity Attack0.014048826
Insult0.01648093
Profanity0.010757872
Threat0.007741391
Severe Toxicity0.0014591217
Low Tox 0.03969839 Constructive 0.524 Fear_Threat
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
Identity Attack0.027413858
Insult0.013934915
Profanity0.012414595
Threat0.007301235
Severe Toxicity0.0012779236
Low Tox 0.03969839 Constructive 0.6 Personal_Narrative
Oct 1, 2025 IRCC Names India in Study …
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Canadian graduates can't get jobs because they are too many imegant that is terrible for Canadian citizens. Send them back where they came from. Make Canada 🇨🇦 great.
Identity Attack0.014959152
Insult0.01426677
Profanity0.0001346576
Threat0.00043023872
Severe Toxicity0.0000047597664
Low Tox 0.03939067 Economic_Argument
Apr 14, 2025
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT …
As a Canadian, I like that you came and it seemed like you were actually investigating Canada and the thing you said in the title, but half way in it turns into ‘BUT WHAT ABOUT U.S.A?! HOW DOES IT AFFECT US!?’ Because everything is about you guys. Bro gave us 12 minutes before it turned into ‘BUT AMERICA!’
Identity Attack0.010803374
Insult0.016556932
Profanity0.014874061
Threat0.0065115434
Severe Toxicity0.001411438
Low Tox 0.038519915 Moderate Con 0.461 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
Identity Attack0.02238941
Insult0.0151129225
Profanity0.0117997285
Threat0.0059807673
Severe Toxicity0.0012874603
Low Tox 0.03828422 Moderate Con 0.495 Moral_Argument
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Identity Attack0.020580608
Insult0.0115029
Profanity0.016957775
Threat0.007547205
Severe Toxicity0.0015735626
Low Tox 0.03639866 Moderate Con 0.411 Question
Dec 5, 2025 Canadian Citizenship Test 2025 – …
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
My s22ultra came from Canada. Im in alabama. Ordered it off amazon sent me the wrong country. Everything has worked by why do yall not have wifi calling or 5g?
Identity Attack0.01274247
Insult0.013972916
Profanity0.013712646
Threat0.006356194
Severe Toxicity0.0012874603
Low Tox 0.035220183 Constructive 0.581 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
shoulda came to Surrey bro
shoulda came to Surrey bro
Identity Attack0.006881601
Insult0.012566907
Profanity0.022149978
Threat0.010472948
Severe Toxicity0.0024318695
Low Tox 0.034984488 Moderate Con 0.378 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
Identity Attack0.009027477
Insult0.013326911
Profanity0.011936366
Threat0.008246276
Severe Toxicity0.0010490417
Low Tox 0.034984488 Moderate Con 0.399 Solidarity
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
bro actually came to brampton
bro actually came to brampton
Identity Attack0.008324518
Insult0.013250912
Profanity0.023174755
Threat0.008634649
Severe Toxicity0.0019836426
Low Tox 0.034041706 Moderate Con 0.372 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Two words: Country Caps. Preserve Canadian culture, my family assimilated to Canada when they came generations ago. Now the government is wholesale importing another country's culture and wondering why there are problems.
Identity Attack0.014953227
Insult0.014884921
Profanity0.009536679
Threat0.0059807673
Severe Toxicity0.0009202957
Low Tox 0.034041706 Constructive 0.542
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Identity Attack0.018269362
Insult0.012262905
Profanity0.0118338885
Threat0.006550381
Severe Toxicity0.0010490417
Low Tox 0.034041706 Moderate Con 0.48 Moral_Argument
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and …
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and get side swiped by a City Bus. Can you guess where both at-fault Drivers came from? (This isn't even in Brampton, that's just how quick they spread)
Identity Attack0.0025343532
Insult0.013288911
Profanity0.011782649
Threat0.010654188
Severe Toxicity0.0015258789
Low Tox 0.033334624 Constructive 0.58 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to see a problem before opening the flood gates. My grandpa was an immigrant, my husband's grandparents were as well. They came here with nothing, no handouts, worked hard in this country ❤
Identity Attack0.016058605
Insult0.012376905
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0011014938
Low Tox 0.03309893 Constructive 0.845
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
Identity Attack0.011691323
Insult0.013478912
Profanity0.012038844
Threat0.006051969
Severe Toxicity0.0010156631
Low Tox 0.032863233 Moderate Con 0.432
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
Identity Attack0.02128403
Insult0.011274899
Profanity0.013883443
Threat0.006757513
Severe Toxicity0.0012397766
Low Tox 0.032627538 Moderate Con 0.434
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally but I did not ‘invest’ anything into my life but the bare minimum until my status was permanent.
Identity Attack0.0071775843
Insult0.016632931
Profanity0.010826191
Threat0.006051969
Severe Toxicity0.0008535385
Low Tox 0.03192045 Constructive 0.668 Personal_Narrative
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.