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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: "If i was Canadian i …" 3,707 comments · Page 49 of 149
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
Identity Attack0.45610145
Insult0.14512913
Profanity0.04366605
Threat0.009230154
Severe Toxicity0.01302678
Moderate 0.3389984 Moderate Con 0.339
Sep 28, 2025 2 likes Why Canadians Are Turning Against …
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed …
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.28883415
Insult0.3406697
Profanity0.021125201
Threat0.010964886
Severe Toxicity0.01159668
Moderate 0.3389984 Constructive 0.51
Jun 26, 2025 1 likes How Canada broke its immigration …
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Our cities are now triad gangs and middle eastern citizens. Canadians are now second class citizens in our own country.
Identity Attack0.3825363
Insult0.24928534
Profanity0.024677763
Threat0.008712323
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.277
Oct 22, 2025 IRCC Names India in Study …
Diversity is killing this country we need canadians to be one an not traitors to this country
Diversity is killing this country we need canadians to be one an not traitors to this country
Identity Attack0.24150419
Insult0.24928534
Profanity0.051932767
Threat0.12382901
Severe Toxicity0.012435913
Moderate 0.3389984 Low Con 0.299
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not allen of the Qurans or the other gods of pagans. Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Identity Attack0.41052565
Insult0.16846494
Profanity0.027410502
Threat0.008129764
Severe Toxicity0.014963473
Moderate 0.3389984 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Birthright Canadian are imprisoned for standing up, murdered by drunk driver.
Birthright Canadian are imprisoned for standing up, murdered by drunk driver.
Identity Attack0.17381613
Insult0.20668297
Profanity0.04592061
Threat0.2836219
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.27
Sep 8, 2025 Why Canadians Are Turning Against …
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 …
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
Identity Attack0.32476485
Insult0.25404143
Profanity0.025907494
Threat0.007741391
Severe Toxicity0.008049011
Moderate 0.3389984 Moderate Con 0.431
Jun 19, 2025 9 likes How Canada broke its immigration …
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Canadian here … WE ARE FULL !!!!!! NO MORE ! ! ! ! MAKE YOUR OWN COUNTRY BETTER
Identity Attack0.32184324
Insult0.08831572
Profanity0.025770858
Threat0.012440704
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.352 Identity_Assertion
Feb 12, 2026 6 likes Canada's tighter immigration policy divides …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Identity Attack0.44690517
Insult0.15414265
Profanity0.032643758
Threat0.019918699
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.388
Aug 28, 2025 Why Canadians Are Turning Against …
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
CAnadian here. I live in rural Nova Scotia and there are more Indians working in service jobs than "old-stock" Canadians. You cannot hate the Liberal government enough!
Identity Attack0.36733335
Insult0.21602537
Profanity0.02795705
Threat0.009023022
Severe Toxicity0.009460449
Moderate 0.3389984 Constructive 0.703 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the …
Yeah this is disgusting. Unfortunately this is not just a CANADIAN problem, but it’s happening all over the world (by the same people). I’m black but I easily feel like a double minority within the community even though I’ve been born and lived here for 25+ years. I’ve seen my entire neighborhood change (which was diverse in the 90s but still had that comradery and friendliness) change. It’s very isolating now.
Identity Attack0.32768643
Insult0.26957804
Profanity0.08193458
Threat0.0071199946
Severe Toxicity0.010604858
Moderate 0.3389984 Constructive 0.718
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
Identity Attack0.3802808
Insult0.2735258
Profanity0.12220735
Threat0.009955117
Severe Toxicity0.018449519
Moderate 0.33836752 Constructive 0.698 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful …
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful country that all Canadians loved and deserve to have it back! SEND THEM BACK! LOOK AFTER CANADIANS FIRST! THIS IS OUR COUNTRY NOT THEIRS!! 😡 😡🤬🤬🤬
Identity Attack0.30103904
Insult0.1935001
Profanity0.029050145
Threat0.025789235
Severe Toxicity0.018384963
Moderate 0.33836752 Moderate Con 0.365
Sep 11, 2025 Why Canadians Are Turning Against …
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that …
As a canadian. And as somebody who has a mother who is living currently in Brampton. It's definitely packed and swarmed with indians. I believe 53% of the population of Brampton is Indian. Let that sink in.
Identity Attack0.39334553
Insult0.16266862
Profanity0.044417568
Threat0.05753354
Severe Toxicity0.015286255
Moderate 0.33836752 Constructive 0.639 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport them now we are full we don’t have jobs for Canadians
Deport them now we are full we don’t have jobs for Canadians
Identity Attack0.34324843
Insult0.09855611
Profanity0.026863953
Threat0.09623027
Severe Toxicity0.014253352
Moderate 0.3375374 Low Con 0.244 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
I'm a white 11th generation Canadian who's family merged with the natives in the 1600s after we left the states (New Netherlands) and I aways hear natives say "the Whiteman stole our land" but if …
I'm a white 11th generation Canadian who's family merged with the natives in the 1600s after we left the states (New Netherlands) and I aways hear natives say "the Whiteman stole our land" but if you learn their folklore they came out of Asia over the land bridge and killed all the red haired giants that were living here amongst other Maga mammals so go back far enough someone else was here first.
Identity Attack0.38699543
Insult0.1935001
Profanity0.06495911
Threat0.13414288
Severe Toxicity0.01896597
Moderate 0.3375374 Constructive 0.735 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Saying "Native Canadians" and referring to White people is wild
Saying "Native Canadians" and referring to White people is wild
Identity Attack0.38246045
Insult0.16795322
Profanity0.05393682
Threat0.0086087575
Severe Toxicity0.010375977
Moderate 0.3375374 Low Con 0.295 Identity_Assertion
Feb 10, 2026 2 likes Inside Canada's Indian Invasion...
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and …
omg! This video just ruined my day! I mean the content of this video just make me so upset! Why Canada changed so much? I just dont understand! I came here 10 years ago and I understand 10 years is long enough to change a lot of things but this much change is just not acceptable for me! Canadian people don't even dare to complain about Indian people in public because of the race issue! I worked in Brampton 4 years but I never go back there in last 5 years!
Identity Attack0.27875587
Insult0.14512913
Profanity0.07191269
Threat0.009618527
Severe Toxicity0.014576134
Moderate 0.3375374 Constructive 0.689 Personal_Narrative
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened to my country. Make Canada Canadian again. They don’t assimilate, the commit mass amounts of fraud and extortion, and think they own this place.
Identity Attack0.27759558
Insult0.3388922
Profanity0.026180768
Threat0.009981008
Severe Toxicity0.008773804
Moderate 0.3375374 Constructive 0.636 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I deal with truck drivers all day every day. 99% of the drivers are Indian. Seeing someone white is almost as rare as seeing a woman driving. Some are very nice. Some are very rude …
I deal with truck drivers all day every day. 99% of the drivers are Indian. Seeing someone white is almost as rare as seeing a woman driving. Some are very nice. Some are very rude and entitled. I dont mind immigration. What I dont like is people thinking their still in India and attempting to change canadian values. We need to slow it down and vet people. Stop letting people pour in so you can stay in power. Liberals need to start caring about Canadians!
Identity Attack0.39461556
Insult0.17486192
Profanity0.03239325
Threat0.009825659
Severe Toxicity0.012359619
Moderate 0.3375374 Constructive 0.607
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Becoming a Canadian Citizen is Not A god Given Right!
Becoming a Canadian Citizen is Not A god Given Right!
Identity Attack0.3817989
Insult0.16839184
Profanity0.02932342
Threat0.00951496
Severe Toxicity0.015996376
Moderate 0.3375374 Low Con 0.137
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
ur country u protect! step out and say No to some immigrants who is not assimilated. banned the Indian culture. it is unsuitable for this country. I'm not Canadian, so I can speak free, but …
ur country u protect! step out and say No to some immigrants who is not assimilated. banned the Indian culture. it is unsuitable for this country. I'm not Canadian, so I can speak free, but u can't. why? you are losing your culture.
Identity Attack0.38185352
Insult0.16809943
Profanity0.019485557
Threat0.008556974
Severe Toxicity0.012130737
Moderate 0.3375374 Constructive 0.534 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise …
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise of a prosperous free and safe Canada and gave us a catastrophe that is worse than Nigeria in security freedoms being worse than Tumbuktu and prosperity being worse than India. Our education is now pppy colleges that loot life savings of international students and their families and then they magically end up as illegal aliens in the great nation of USA. Whether its canadian taxpayer, international immigrant or student we all have only one looter the liberal leftist looter of humanity
Identity Attack0.2846865
Insult0.3388922
Profanity0.035649836
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.3367073 Moderate Con 0.311 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …

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.