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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: "As a indian I am …" 4,309 comments · Page 60 of 173
indians leave Canada
indians leave Canada
Identity Attack0.5135796
Insult0.24424846
Profanity0.11292298
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.356 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and …
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and now behaving like they are living there for generations
Identity Attack0.5135796
Insult0.2838064
Profanity0.09775851
Threat0.039947584
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.539 Identity Attack Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Now he creates cringy videos on Indians to get views😂😂😂
Now he creates cringy videos on Indians to get views😂😂😂
Identity Attack0.3895355
Insult0.24928534
Profanity0.19893537
Threat0.039947584
Severe Toxicity0.023176458
Moderate 0.4269174 Low Con 0.177 Meta_Commentary
Feb 16, 2026 7 likes Inside Canada's Indian Invasion...
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
*INCOMING ANGRY INDIANS*
*INCOMING ANGRY INDIANS*
Identity Attack0.48990932
Insult0.24928534
Profanity0.22321637
Threat0.1115629
Severe Toxicity0.02444411
Moderate 0.4269174 Low Con 0.19 Identity_Assertion
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and …
They work hard and beat everyone. Everyone across the world.k own they are top Doctors in the US and in Canada, top lT engineers. They sell amongst themselves WFT? They come here to study and invest millions.and millions into the economy they do shop at some Indian stores, but MOSTLY at Canadian groceries, furniture and electronics, Just like the Holland loser or the Portugese guy shops at Portugese to get their country stuff their - AND THEY PAY TAXES THANK YOU! HIGHER TAXES BECAUSE THEY ARE MORE DUCATED AND EARN BETTER THAN THESE RACIST BUMS. CHECK YOUR UNEMPLOYED WHITE GUY he is the one that doesn't pay taxes or contribute and collects welfare or begs for money! THATS THE FACTS, not the hatred portrayed here that should be reported.
Identity Attack0.2331515
Insult0.42167732
Profanity0.3597395
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job …
I came to Canada 20 yrs ago as a skilled worker. Brought a lot of money , pass ielts with 8.5 bands even learn French . I was a software engineer . Got a job paid all taxes here . Learn and respect Canadian culture adopt it . Upgrade my education to masters in AI . Now I can’t get a job coz Indian support Indian . And Pakistani prefer Canadian over Pakistani . No job on merit and skill ? Found out many dumb ppl got job even they are not citizens ? How come ? Coz they have reference ? I came to Canada for my kids better future now Canada is being taken over by one culture and I really don’t like this . Crimes are increasing , schools are over crowded , health system is exhausted . They should do something otherwise after 10 yrs when our kids grew up Canada won’t be same as it was when we came
Identity Attack0.37507164
Insult0.47630358
Profanity0.15283443
Threat0.010239923
Severe Toxicity0.017868511
Moderate 0.4269174 Constructive 0.631 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Canada, US and all American counties people are immigrants. The land is belongs to red Indians. White people killed native redindians people and occupied their lands. Eurpoe is the only land of European
Identity Attack0.5135796
Insult0.2435641
Profanity0.10363861
Threat0.2606104
Severe Toxicity0.023411209
Moderate 0.4269174 Moderate Con 0.331 Identity Attack Moral_Argument
Feb 11, 2026 Inside Canada's Indian Invasion...
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more …
How did That grown man on a bicycle luggage in the back focus on how much he hates Africans when the topic was Indians 😂 wow the bigotry on low is Canadians is actually more insulting
Identity Attack0.48915586
Insult0.33964422
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01935331
Moderate 0.4269174 Moderate Con 0.303 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported. Politicians corruption like a third world countries because those immigrants are from those countries.
Identity Attack0.49032792
Insult0.39297962
Profanity0.09583591
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.413 Call_To_Action
Sep 13, 2025 Why Canadians Are Turning Against …
an Indian from vancouver told me she does not like Brampton... too many gangsters
an Indian from vancouver told me she does not like Brampton... too many gangsters
Identity Attack0.46028158
Insult0.40243408
Profanity0.12096943
Threat0.014566151
Severe Toxicity0.018578632
Moderate 0.4269174 Constructive 0.503 Personal_Narrative
Sep 18, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot …
Canadian here: 10 yrs ago it was rare to hear a Canadian say something derogatory about another ethnicity beyond the basic complaints about the French or Natives. Even that was fairly tame since a lot of Canadians have either French or Indigenous ancestry. I have never heard so much ethnic hostility over the past 5 yrs as people will just openly insult Indians. I have heard professionals say “Never trust an Indian”. Canadians are PISSED with how Indians have exploited Canada
Identity Attack0.4830652
Insult0.36798462
Profanity0.2661772
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.604 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
These 2 ladies with Indian background are very dishonest, and they disrespected the law. They worked to defend their own people.
Identity Attack0.46614665
Insult0.40243408
Profanity0.099305905
Threat0.009463178
Severe Toxicity0.021419114
Moderate 0.4269174 Moderate Con 0.466
Oct 2, 2025 3 likes IRCC Names India in Study …
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
Identity Attack0.5051593
Insult0.34032786
Profanity0.21024476
Threat0.038220957
Severe Toxicity0.023364257
Moderate 0.4269174 Moderate Con 0.377 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians will not beat the poo allegations
Indians will not beat the poo allegations
Identity Attack0.4139151
Insult0.29383746
Profanity0.357228
Threat0.01940071
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.136
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent …
I’m a Canadian Jamaican and I don’t recognize the country. The people coming in lately are hostile to the place they seek support from. It’s ridiculous and bazaar. I’m seeing so many places for rent stipulating that they outright prefer or are seeking Indian. I’m not white but I’m tempted to post an ad for place to rent and say it’s for for white tenants just to behold what happens. I mean we have never witnessed such conduct in Canada until these #&? ckers popped up. Even the prior immigrants are stunned. I’ve been working since 78 and now a senior but when I try to get help for housing I’m offered a night only shelter with mental and drug abusers to go try sleep in or the sidewalk or countless apologies. If I could put apologies in the bank, I would be rich While the former Marriott 2minutes up the street is home to all kinds of refugees. Don’t get injured, get any older or anything like that and unable to work in this country now as you’re much better off passing away.
Identity Attack0.4139151
Insult0.45758462
Profanity0.2882351
Threat0.017846745
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.643
Sep 8, 2025 Why Canadians Are Turning Against …
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
The same is happening in the UK. Indians that have moved here in the last decade are not integrating. Just awful.
Identity Attack0.46028158
Insult0.36798462
Profanity0.12815644
Threat0.0097738765
Severe Toxicity0.02167734
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Identity Attack0.50515765
Insult0.36798462
Profanity0.053435806
Threat0.0086087575
Severe Toxicity0.01896597
Moderate 0.4269174 Low Con 0.08 Identity Attack Unverified_Claim
Oct 16, 2025 IRCC Names India in Study …
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Indian is not only Punjab.... India has 26 states, punjab is just one state.... Punjabi are crazy about Canada...... Not every Indian....
Identity Attack0.46050715
Insult0.41530323
Profanity0.0887236
Threat0.0077802283
Severe Toxicity0.016512826
Moderate 0.4269174 Moderate Con 0.472 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
India: and the fraud and corruption it brings to Canada. Note the people with Indian background in inside Immigration Canada.
Identity Attack0.4774257
Insult0.39297962
Profanity0.028503597
Threat0.008401625
Severe Toxicity0.01935331
Moderate 0.4269174 Low Con 0.254
Oct 1, 2025 IRCC Names India in Study …
Y u talking like a femboy to the indians😂
Y u talking like a femboy to the indians😂
Identity Attack0.4054415
Insult0.37960073
Profanity0.24147889
Threat0.0101363575
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.243 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Identity Attack0.5108175
Insult0.32211447
Profanity0.16450337
Threat0.026652548
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.168 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
I am from pakistan and i mist say that keep. These indians away they make ur conutry like theres
Identity Attack0.5135796
Insult0.26957804
Profanity0.17241211
Threat0.054624002
Severe Toxicity0.024350211
Moderate 0.4269174 Moderate Con 0.464 Identity Attack
Jan 29, 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.