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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: "From Canada. This is the …" 6,088 comments · Page 95 of 244
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We need ICE in Canada for Indians 😂
We need ICE in Canada for Indians 😂
Identity Attack0.3802808
Insult0.110259406
Profanity0.050429728
Threat0.014220826
Severe Toxicity0.015286255
Moderate 0.31825066 Low Con 0.22 Humor_Satire
Oct 16, 2025 IRCC Names India in Study …
This mofo is in Canada for 3 years and he barely speaks English. I became fluent in English at 18yo with just 1 year of classes with hometown teachers.
This mofo is in Canada for 3 years and he barely speaks English. I became fluent in English at 18yo with just 1 year of classes with hometown teachers.
Identity Attack0.047448806
Insult0.33998606
Profanity0.09034003
Threat0.006576272
Severe Toxicity0.007247925
Moderate 0.31825066 Moderate Con 0.411 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very …
As an immigrant myself, living in Canada for 25 years now, I hate how we keep getting newcomers who do not want to assimilate into Canadian culture. Why try to force and push the very culture you chose to leave? Why try to transform Canada into the same culture you walked away from? I truly do not understand these people, especially those from India and Muslim communities, who fill public streets with their old cultural rituals...
Identity Attack0.38445538
Insult0.13607834
Profanity0.023243073
Threat0.0072365063
Severe Toxicity0.008850098
Moderate 0.31825066 Constructive 0.646 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate …
My boy finally came to Canada near my city and I missed him 😭😭😭😭 thanks for covering this issue though ❤️❤️ appreciate it as a second-gen sri lankan who is also experiencing the indian hate (because we all look the same to white people 🙃🙃)
Identity Attack0.38208112
Insult0.0838533
Profanity0.06295506
Threat0.009178371
Severe Toxicity0.011138916
Moderate 0.31825066 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US …
lol no fatso these are not the upper class Indians. These are farmers and other lower-class people that escape India and go to Canada. The upper-class Indians are either in India or in the US because that's where they go with their college degrees to make money. But Canada is very lucky to even have these people. What most people around the world do not understand is that without immigration, countries like Canada have negative population growth, and their economies would collapse. There would not be anybody to work in Tim Hortons or any service positions at anywhere near reasonable prices. Indians do not try to actively change the local culture like Muslims do which our fatso also noted and they do not go on welfare. All of them add to the economy. Which Fatso I'm sure is also doing just like them as he delivers Uber Eats or whatever it is to them as they do the more complicated work. Let's just hope the bike doesn't give in before the next delivery. The Indians need their curry delivered.
Identity Attack0.29798782
Insult0.24767025
Profanity0.08807703
Threat0.008259222
Severe Toxicity0.0125103295
Moderate 0.31825066 Constructive 0.768 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't make Fun of Indians because Native Peaple of Canada are also indians This is a Jealousy Don't spread hate indians work so Hard Day andNight
Don't make Fun of Indians because Native Peaple of Canada are also indians This is a Jealousy Don't spread hate indians work so Hard Day andNight
Identity Attack0.36873037
Insult0.16766082
Profanity0.032643758
Threat0.008945347
Severe Toxicity0.009727478
Moderate 0.31686464 Constructive 0.503
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
Canada's biggest export should be Indians back to India... YEET THE JEET.
Canada's biggest export should be Indians back to India... YEET THE JEET.
Identity Attack0.3817989
Insult0.11464815
Profanity0.02126184
Threat0.009747985
Severe Toxicity0.013866014
Moderate 0.31686464 Low Con 0.185 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two …
My apartment complex was taken over by Immigrants and they hated me for making bacon and eggs in the morning they conspired against me and had me evicted I lived in a car for two weeks before I found an apartment and now my rent is higher and I can barely afford it... living in canada is going to get worse for canadian and the immigrants our taking our country they only hire their own when they get in a position of power in their line of work... and the cost of living is getting higher because the landlords know to increase rent when the international students come here
Identity Attack0.34000012
Insult0.19734058
Profanity0.049678206
Threat0.011819307
Severe Toxicity0.013607788
Moderate 0.31686464 Constructive 0.636
Aug 29, 2025 Why Canadians Are Turning Against …
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
They don't want in the USA. They just want to get out of India. But go anywhere else then Canada. We don't need more people here, we can't even help our own
Identity Attack0.37655997
Insult0.12883772
Profanity0.023994578
Threat0.009437286
Severe Toxicity0.011978149
Moderate 0.31686464 Moderate Con 0.327 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Racism toward Indians is getting way too normalized online. This video isn’t ‘comedy’ or ‘criticism’—it’s lazy stereotyping. Indo-Canadians contribute massively to Canada in healthcare, tech, small businesses, trucking, education, and more. If your whole ‘content’ …
Racism toward Indians is getting way too normalized online. This video isn’t ‘comedy’ or ‘criticism’—it’s lazy stereotyping. Indo-Canadians contribute massively to Canada in healthcare, tech, small businesses, trucking, education, and more. If your whole ‘content’ is punching down on an immigrant community, that says more about you than us
Identity Attack0.36733335
Insult0.16266862
Profanity0.033144772
Threat0.012078222
Severe Toxicity0.009498596
Moderate 0.31686464 Constructive 0.569 Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Europeans conquered America (US & Canada) after killing off the original inhabitants, and now they call it their home. What an irony.
Identity Attack0.28034934
Insult0.1342682
Profanity0.024951037
Threat0.1733226
Severe Toxicity0.013349563
Moderate 0.31686464 Low Con 0.273 Moral_Argument
Oct 13, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
A look inside the most racist neighborhood in canada where the cultures and religions have no respect for canada
A look inside the most racist neighborhood in canada where the cultures and religions have no respect for canada
Identity Attack0.35624164
Insult0.16846494
Profanity0.02126184
Threat0.007262398
Severe Toxicity0.008430481
Moderate 0.31547862 Low Con 0.259 Identity_Assertion
Oct 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Tired also of A HUGE GROUP UNEDUCATED THAT SCREAMS INTO PEOPLES FACES IT'S THEIR LAND ( moved here by uk late 1800's)' WHERE NO LAW ENFORCEMENT IS REQUIRED ONLY TO KEEP LAW AS ABUSERS ' …
Tired also of A HUGE GROUP UNEDUCATED THAT SCREAMS INTO PEOPLES FACES IT'S THEIR LAND ( moved here by uk late 1800's)' WHERE NO LAW ENFORCEMENT IS REQUIRED ONLY TO KEEP LAW AS ABUSERS ' NOT ACCOUNTABLE BIENG IN RINGS OF GOV THAT HAVE PORTFOLIOS AND SEATS IN HOUSE OF PARLIAMENT [ IE : OF AUTO INDUSTRY ] THAT SELLS MILLIONS OF DOLLARS OF IT STOLEN from and by paid terrorists from OFF SHORE to sell off shore THAT OVER PURCHASE IN PRODUCTION ABSORPTION ABILITY WITH NO VIABLE MEANS OF CREDIT TO PROVE IT = TO BE A DISTRACTION OF TERRORISM TO HAVE SENATE SEAT DOORS OPEN TO USA 5TH AMENDMENTS TO PROSTITUTED LAWS OF NO ACCOUNTABILTY IN TRAFFICKING AND ABUSEMENT AS THE ENTITLEMENT AND PRIVELEDGE HELD IN A PALISTINIAN STATE OF PRISON POLICIES IN AND ON COMMON GROUND TO UK PARLIAMENT IN CANADA, DEPENDANT ON RESOURCES AND REVENUE USED TO BRIBE FOREIGN COUNTRIES TO TRADE DRUGS FOR WEAPONS AND.....NO ONE NOTICES 600,000 CHILDREN MURDERED AS A RITUALISTIC RIGHT FOR " APPEASING " A DISGUSTING MORON ZIONIST THAT HAS NOTHING TO DO WORSHIPPING SATAN BUT HAS EVERYTHING TO DO WITH " FORCING" A FALSE POWER THAT INITIATES BRUTALITY AS TO "OBEYED" - NOT GUIDED BY EDUCATION TO SUCCESS ( OF A FAMILY - A TINY FAMILY OF 3 OR 4 BUT GIVE WAY FOR POVERTY WHORES TO BE RULER OF STATGITORY RAPES AND PREGNANCIES WITHOUT CHILD SUPPORT AS A NORM STRIPPING MEN OF SELF RESPECT, DIGNITY, PHYSICALLY AGILE - RATHER THEY ARE BLADED BY CUTTING THEIR LINEAGE SHORT TO RAPE THEIR AMOUNTS EARNED OR CHILDREN TO " NOT" BE ABLE TO LAY ROOTS FOR HERITARY RIGHTS OF STABILITY - EVEN JUST A $30,000.00 /CDN MONITARY OF A FAMILY FOR EDUCATION FUNDS FOR THEIR CHILDREN ARE SELECTED FOR ONLY A CERTAIN TYPE TO GROW TOWARD AND INTO 2ND LEVEL EDUCATION RIGHTS, 3RD LEVEL MEDICAL, 4TH LEVEL ARCHITECTURE, 5TH LEVEL LAW, ETC IE; LOGISTICS AIRPORTS AND SECURITY AIR WATER GROUND ETC - IN A GIC OR SAVINGS ACCOUNT CAN BE FALSELY OUT BIDED BY EXSCUSING DURATIONS OF EMPLOYMENT OF THAT INDIVIDUAL " FAMILY" : . #8 - 11:20 PALISTINIAN ROLL ( NWT '- UK) WITH THE HITLER WACK ( USA ) PALI STACK HIT WITH A WAK. 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 2:00 F THE FUCK OUT AND PLANKED!! GET OUT SAUDI DON'T OWN THIS HEMISPHERS RESOURCES NEITHER DOES RUSSIA. 2:00 2:00 2:00 2:00 2:00 2:00 2:00 MY LAND IS MINE - NOVS SCOTIA - CROWN OF SCOTLAND - NOT UK NOT CANADA NOT USA F THE FUCK OUT AND F U - TOO!! 20:32 20:32 20:32 20:32 20:32 8/27/2025 20:32 20:32 20:32 20:32
Identity Attack0.050443888
Insult0.27146968
Profanity0.059948977
Threat0.012440704
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.306
Aug 28, 2025 Why Canadians Are Turning Against …
Indian has big mouth. They are not interested in your culture but in money. Countries like USA, Canada Australia and Zealand needs to do spring cleaning asap, otherwise Modi will be your King. Good luck.
Indian has big mouth. They are not interested in your culture but in money. Countries like USA, Canada Australia and Zealand needs to do spring cleaning asap, otherwise Modi will be your King. Good luck.
Identity Attack0.2846865
Insult0.24630153
Profanity0.052934792
Threat0.01698343
Severe Toxicity0.013866014
Moderate 0.31547862 Low Con 0.25 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Liberal destroyed Canada.
Liberal destroyed Canada.
Identity Attack0.24462871
Insult0.16124763
Profanity0.02932342
Threat0.057856824
Severe Toxicity0.008430481
Moderate 0.31547862 Low Con 0.239
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge …
Lena Diab knows exactly what she's talking about, especially when she says "I prefer my tabule". And if she's not, maybe she should ask her parents why they came to Canada from Lebanon in tge first place. Canadians, please, don't be so naive.
Identity Attack0.10221587
Insult0.3388922
Profanity0.022218296
Threat0.0067769317
Severe Toxicity0.004043579
Moderate 0.31547862 Constructive 0.603 Identity_Assertion
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
@TylerOliveira I love you man, but this video is a fail. Do you want to know why? ...CAUSE YOU DIDN'T BRING GLOVES FOR YOUR HANDS VS THE TEMPERATURE IN CANADA!!! Jokes aside: great video!
Identity Attack0.021987455
Insult0.16337912
Profanity0.051932767
Threat0.009903334
Severe Toxicity0.01322045
Moderate 0.31547862 Moderate Con 0.485 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Restore the integrity in immigration and bring back the traditional value of Canadian! Canada is not the country for the fraudsters and those who abuses the system need to go back!
Restore the integrity in immigration and bring back the traditional value of Canadian! Canada is not the country for the fraudsters and those who abuses the system need to go back!
Identity Attack0.1508922
Insult0.3126888
Profanity0.018802373
Threat0.009463178
Severe Toxicity0.005569458
Moderate 0.3140926 Moderate Con 0.324
Sep 29, 2025 IRCC Names India in Study …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only …
The government of Canada allowed these Indians to come to Canada in excessive large numbers. They abuse every system of Canada, change the culture of Canada, buy out all businesses in Canada, and employ only their own Indians. They don't drive for licenses, they own the depot, and they don't need credits for loans at the banks because they own the banks. They fight out and make it difficult for all other ethnic groups in Canada. Justin Trudeau seems to have allowed 90% of Indians to immigrate to Canada and 10% of other ethnic backgrounds combined. Trudeau has caused the Canadian culture to be transformed into Indian culture. Canada is no longer Canada. it's become India, and it's extremely unfair to all other ethnic groups. Their agenda is for Canada to be 100% Indians. Canada is in BIG TROUBLE. The Indians are in every organizations and industries, including Immigration, buying out all the franchises, businesses and are the ones fighting against all other ethnic cultured groups, making the system more difficult for other nations to migrate to Canada. Even crime has increased. Canadians need to wake up before Canada totally disappears. The Indians are messing up the Canadian economy. The majority of Indians are here through false documents and don't even speak proper English or even understand the language. Canada is in TROUBLE. They are highly Discriminative. Only making sure Canada only employs Indians in all sectors, not Blacks, not Whites, not Chinese or other Ethnic groups, but only Indians themselves. It seems the Indians are seeking to totally take over Canada and become a world power. This is my view and that of many true concerned Canadian citizens and professionals who care about this country, Canada. The culture has changed and become DISCRIMINATIVE. These Indians are Extremely Extremely RACIST
Identity Attack0.3817989
Insult0.16890354
Profanity0.026863953
Threat0.010576514
Severe Toxicity0.012359619
Moderate 0.3140926 Constructive 0.517 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for coming to Canada, the china's new province full of indians.
Thanks for coming to Canada, the china's new province full of indians.
Identity Attack0.3817989
Insult0.1378885
Profanity0.032643758
Threat0.007689608
Severe Toxicity0.012962224
Moderate 0.3140926 Low Con 0.23 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's …
I'm from a small place in eastern canada , Every tim's has been taken over ! My town might have 2500 people and not one white person works in any tim's within 400 km it's kinda crazy ! With hardly any jobs maybe they should employ people that's actually from here first ?
Identity Attack0.3072352
Insult0.16861114
Profanity0.06145202
Threat0.009851551
Severe Toxicity0.0104522705
Moderate 0.3140926 Constructive 0.657 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Still not the most disliked indians in canada. If you know you know.
Still not the most disliked indians in canada. If you know you know.
Identity Attack0.381025
Insult0.15485314
Profanity0.024472807
Threat0.0070034824
Severe Toxicity0.0073623657
Moderate 0.3140926 Moderate Con 0.375 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
When you let 800,000 ECONOMIC MIGRANTS enter Canada in 6 months its a recipe for disaster. There is no way EVERYONE was properly checked. Just look at the mess we have. Time to DEPORT
When you let 800,000 ECONOMIC MIGRANTS enter Canada in 6 months its a recipe for disaster. There is no way EVERYONE was properly checked. Just look at the mess we have. Time to DEPORT
Identity Attack0.28034934
Insult0.1640896
Profanity0.021125201
Threat0.046541955
Severe Toxicity0.0125103295
Moderate 0.3140926 Moderate Con 0.345 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …

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.