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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: "They have no rights to …" 837 comments · Page 12 of 34
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
Identity Attack0.4006267
Insult0.10294484
Profanity0.025770858
Threat0.0101363575
Severe Toxicity0.013414118
Moderate 0.3389984 Low Con 0.241 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at …
every where i go in my city is Indians with all the jobs i can't get a new job here at all can't even get any calls. my old job i was Team Leader at a Dollarama, with almost 3 years of experience and can't even get a job doing same stuff that i have alot of experience with. that Dollarama is right next to my house, i go there to get stuff all the time and guess what that entire staff is Indian. there is like 5 or 6 of them and 3 none Indians who are old co workers of mine. the Manager is Indian too and all i see when it's new hires is yup you guessed it a new Indian hire.
Identity Attack0.38826546
Insult0.17361937
Profanity0.18417911
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3375374 Constructive 0.667
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to …
they drive like s..t racing thru red lights.. illegal u turns.....driving too slow too fast out all night.just what are they doing at night...right now middle of winter???? many lie cheat! they are up to snuff with all government subdidies..free money. grants!!!!!!
Identity Attack0.04306607
Insult0.30326313
Profanity0.16217725
Threat0.00933372
Severe Toxicity0.012962224
Moderate 0.3375374 Low Con 0.289 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
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 …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what is going on in England right now coz of ILLIGAL immigrants wanting England to become Islamic. Look at what is being done in europe as a hole and learn. The islamic immigrants comming to western countries is NOT comming as immigrants but to make the counties islamic. They are the enemis that works inside the country to take the power. Canada wake up and smell the roses.
Identity Attack0.40351558
Insult0.18852992
Profanity0.048175167
Threat0.014738814
Severe Toxicity0.017287504
Moderate 0.33587718 Moderate Con 0.433 Fear_Threat
Sep 9, 2025 Why Canadians Are Turning Against …
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Freedom is a lie, they want immigrants to pay taxes but don’t expect any freedom or rights
Identity Attack0.34324843
Insult0.191015
Profanity0.045670103
Threat0.0074436385
Severe Toxicity0.01121521
Moderate 0.33587718 Low Con 0.187 Moral_Argument
Dec 5, 2025 Quebec Ends Economic Immigration Program …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
As a Canadian I hate it, it’s not right what’s happening to our country!!!!
As a Canadian I hate it, it’s not right what’s happening to our country!!!!
Identity Attack0.21470967
Insult0.086852804
Profanity0.089370176
Threat0.0116639575
Severe Toxicity0.0119018555
Moderate 0.33338684 Moderate Con 0.476 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was not too much of anything nobody special I bought a home bought a new car and then I got the region later in life right now that type of thing is impossible very impossible for the next 20 or 30 years unless there's a war or epidemic or something crazy?
Identity Attack0.36702603
Insult0.25404143
Profanity0.057443913
Threat0.010110466
Severe Toxicity0.011138916
Moderate 0.33338684 Constructive 0.67
Aug 24, 2025 Why Canadians Are Turning Against …
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Identity Attack0.08087392
Insult0.34548226
Profanity0.02023706
Threat0.006550381
Severe Toxicity0.0046920776
Moderate 0.3308965 Low Con 0.165
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want …
Of course the Liberals don't know what is going on. If they knew what was going on then they could be held accountable and it appears that is something no Liberal wants. They don't want to take responsibility ever for anything that they do and they rely on equally inept voters to keep them in office. As to the subject at hand, Canadians should not be responsible for immigrants or people claiming asylum health costs for anything past their first 6 months here. Going past 6 months indicates that they have yet to gain employment and are living off our backs. Those who are still here after being turned back should be located and sent packing immediately regardless of their present standing. For example, someone came here and was rejected but never left. Today they get picked up and now they claim they have a family here. They should still be removed because if they had left when they were supposed to they wouldn't have that family now would they. Yes, it may appear to be harsh but is it not harsh to use the funds provided by people who have a legal right to be here to support those who never should have been here?
Identity Attack0.11163961
Insult0.35505778
Profanity0.027820412
Threat0.007624879
Severe Toxicity0.005874634
Moderate 0.3302291 Constructive 0.611 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny …
this video was very unresolved message buddy. i am sorry if my words sound stupid or weird, my apologies. as an indian who live in india, yes the scarcity related to jobs and financial scrutiny is real but i wouldn't dare leave my country. there are ways to live happily here i am sure for some it might not be as such and they chose to live abroad that's their decision i have nothing to say there. but you have to also understand India houses 1.47 billion population. 1 out of 300 people are able to get in canada but since the size pool is bigger that tries for it the number sky rocket as well. i have no remarks against india not against the canadian who have lived there for generations. in my eyes they both are right and it's government that should do something about it. i can totally understand the perspective of white canadians if all they see is a chruch that was turned into a hindu temple.
Identity Attack0.15303208
Insult0.23237456
Profanity0.2453505
Threat0.02181799
Severe Toxicity0.017416617
Moderate 0.3302291 Constructive 0.82
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
After effects of white house being taken over by right wing radical christians....Democracy and secularism is dead in west....
After effects of white house being taken over by right wing radical christians....Democracy and secularism is dead in west....
Identity Attack0.36702603
Insult0.16861114
Profanity0.031641733
Threat0.017328756
Severe Toxicity0.008964539
Moderate 0.32971194 Low Con 0.189 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Horrible that all these "right" inmigrants throw under the bus to the new inmigrants. Everybody has the right to dream and better their lives, not just the "correct" inmigrants
Horrible that all these "right" inmigrants throw under the bus to the new inmigrants. Everybody has the right to dream and better their lives, not just the "correct" inmigrants
Identity Attack0.36273825
Insult0.24630153
Profanity0.035399333
Threat0.009903334
Severe Toxicity0.009460449
Moderate 0.32971194 Moderate Con 0.434 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, …
The problem is not immigrants but rather not picking the right immigrants. Canada, being predominantly Christian, should have given preference to skilled Christian immigrants from countries where Christians are being persecuted. Instead, you preferred Sikhs, Hindus and Arabs who don't remotely share the same values as the native Christian population. There you go!!! That's the problem.
Identity Attack0.42615733
Insult0.13607834
Profanity0.022423252
Threat0.008272167
Severe Toxicity0.011138916
Moderate 0.32971194 Moderate Con 0.483 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from …
Brother JamCan, this whole thing was predictable decades ago! I got to Canada in 1995 right after hell unfolded in the country of a thousand hills! I saw with my own eyes & felt from personal experience how great my adopted country was! However, not everything was rosy! I saw and experienced the "not-in-your-face" anti-black racism, whether politically, socially, and most def in the employment market! At the same time, the establisment (read white folks) was busy encouraging & promoting east indians to take up leadership roles in all spheres of the society, thus making them the "model minority" in the country! This mess was bound to happen, and in the end, this is what got us here! My feeling is that white canada is totally responsible for this, and they should stop crying on TV, roll up their sleeves, and clean up the mess! Peace Out!
Identity Attack0.3817989
Insult0.20434737
Profanity0.12991914
Threat0.012751401
Severe Toxicity0.016512826
Moderate 0.32919475 Constructive 0.744 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology …
$50,000 is almost 3 years of my income for two people. How can people coming from the U.S. be "refugees"? Many so-called "refugees" that are Muslim have absolutely NO intent to integrate because their ideology says they must not, but to supplant the current Canadian system with Islamic Law. They constantly play the victim and lobby for special "rights". This CANNOT BE ALLOWED!
Identity Attack0.40883094
Insult0.13064787
Profanity0.021876704
Threat0.007870848
Severe Toxicity0.012054443
Moderate 0.3286776 Moderate Con 0.484
Apr 14, 2019 How much do refugees and …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you …
I must say it is refreshing to hear the same opinion from immigrants that did things the correct legal way and for the right reasons. I thank all of you for speaking up surely you can't be labeled racists etc for speaking the truth! I can tell you right now if I was to go to another country I would not get there illegally and take advantage of anything and everything I can from that countries government while showing hate for that very country. I sure as hell would not expect society in that country to bow down and be forced to accept and support the ways I knew from being from Canada. It blows my mind to see the level of entitlement and ignorance! Canada is dying........quick
Identity Attack0.28034934
Insult0.24630153
Profanity0.24910301
Threat0.010938995
Severe Toxicity0.017158391
Moderate 0.3286776 Constructive 0.759 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking the right questions
Identity Attack0.014249804
Insult0.37960073
Profanity0.018597418
Threat0.0062785195
Severe Toxicity0.004272461
Moderate 0.3281604 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get …
You all are missing the point . SEE THE BIG PICTURE!!!!! WHEN USA 🇺🇸 INVADES A “COUNTRY” !!! ITS ALIES HAVE TO OBEY USA 🇺🇸 RULES !! So they so called “ THE OPPOSITION” get transformed onto “ REFUGEES “ and temporarily student visas !! . So , ALL THOSE PEOPLE ARE SEND TO , CANADA ,GERMANY , FRANCE , ENGLAND , ITALY ,USA!!! . And that’s the price any country pays , TO BELONG TO “ NATO” . It’s up to Us , to rescue Canada 🇨🇦!! Before is too late !! . NEW IMMIGRANTS!! Please , INTEGRATE!! ,ADAPT , to this country !! OR GO BACK TO YOUR COUNTRY AND FIGHT FOR YOUE FREEDOM and RIGHTS!!!! But STOP TERRAFORMING THIS COUNTRY !! Once upon a time, IT WAS A GREAT COUNTRY !!!
Identity Attack0.2823795
Insult0.16846494
Profanity0.047674157
Threat0.015947454
Severe Toxicity0.020127986
Moderate 0.3266089 Moderate Con 0.45
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
Identity Attack0.36803186
Insult0.14512913
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01083374
Moderate 0.32557452 Moderate Con 0.306 Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what it is .
Identity Attack0.36942887
Insult0.16861114
Profanity0.08096472
Threat0.10696311
Severe Toxicity0.01683561
Moderate 0.32557452 Low Con 0.27
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
1:58 MY SCHOOL IS RIGHT BEHIND THE SHOPPERS DRUG MART HOLYYYY
1:58 MY SCHOOL IS RIGHT BEHIND THE SHOPPERS DRUG MART HOLYYYY
Identity Attack0.0440973
Insult0.07903719
Profanity0.10611444
Threat0.04029291
Severe Toxicity0.020386212
Moderate 0.3250515 Low Con 0.277 Meta_Commentary
Jan 28, 2026 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.