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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: "There all INDIANS!" 4,309 comments · Page 164 of 173
You love Indian food?? Really?
You love Indian food?? Really?
Identity Attack0.051808115
Insult0.022190686
Profanity0.020578653
Threat0.0065697995
Severe Toxicity0.0024604797
Low Tox 0.091913216 Moderate Con 0.367 Meta_Commentary
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
Bro the Indian food is so good though, it's worth it bro it's worth it
Bro the Indian food is so good though, it's worth it bro it's worth it
Identity Attack0.05794714
Insult0.020321451
Profanity0.042413518
Threat0.008582866
Severe Toxicity0.00459671
Low Tox 0.091913216 Moderate Con 0.482 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Identity Attack0.06795148
Insult0.0233509
Profanity0.03715288
Threat0.008531082
Severe Toxicity0.003929138
Low Tox 0.09112182 Moderate Con 0.435 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see …
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see " Preference given to Indian only " applications.
Identity Attack0.06658725
Insult0.02173949
Profanity0.013985921
Threat0.006149062
Severe Toxicity0.0019168854
Low Tox 0.09112182 Constructive 0.799
Aug 24, 2025 162 likes Why Canadians Are Turning Against …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, …
Last year, they said that 114,000 Indian students in Canada did not attend classes, but not a single school reported this issue to the IRCC because, guess what, the students still pay their fees! So, the schools are complicit, filling those seats as empty and making more money by selling one spot to two students. These are the same schools that appear on your TV screens saying, "cutting down the number of international students means they would be out of work and have to end some of their programs."
Identity Attack0.038167715
Insult0.030375287
Profanity0.017845914
Threat0.0072235605
Severe Toxicity0.0021266937
Low Tox 0.09033044 Constructive 0.576 Policy_Critique
Sep 29, 2025 36 likes IRCC Names India in Study …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the pictures of food do look good. My aunt called the phone number because she wanted to order food from there, but she heard strange voices in the background and the person on the phone kept saying they are closed. This place even has a drive thru and menu, but is never open. I've seen quite a few cars in the parking lot at night. Idk, but I think something sketchy is going on there because the people there are all indians.
Identity Attack0.008953481
Insult0.029493837
Profanity0.032643758
Threat0.0077672824
Severe Toxicity0.0022888184
Low Tox 0.09033044 Constructive 0.66 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that …
At one point here in toronto you would get up at 6am leave your home at 6:30 to commute to work and the streets would be almost empty. Fast forward today. That same intersection that use to be quiet and empty now is packed with mostly if not all indians. They are getting dropped off by public transit in groups of 10+ on all four sides of the street.
Identity Attack0.06476828
Insult0.022899706
Profanity0.01442999
Threat0.00866054
Severe Toxicity0.0023555756
Low Tox 0.09033044 Constructive 0.571 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians
Indians
Identity Attack0.06795148
Insult0.023221988
Profanity0.028093686
Threat0.008285114
Severe Toxicity0.0038146973
Low Tox 0.09033044 Moderate Con 0.484
Sep 15, 2025 2 likes Why Canadians Are Turning Against …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
Identity Attack0.10221587
Insult0.019419061
Profanity0.013678487
Threat0.006420923
Severe Toxicity0.0018119812
Low Tox 0.08874765 Constructive 0.773 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro! It is not Puun jab. But Pan jab. 😂😂 I am not even Indian.
Bro! It is not Puun jab. But Pan jab. 😂😂 I am not even Indian.
Identity Attack0.055218685
Insult0.025413504
Profanity0.044668075
Threat0.008116818
Severe Toxicity0.0036621094
Low Tox 0.08874765 Moderate Con 0.388 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most are hardworking good people yes they have they're own "weard" things but at least they fight for right and wrong.
Identity Attack0.061130337
Insult0.024511116
Profanity0.033144772
Threat0.007909686
Severe Toxicity0.002708435
Low Tox 0.08874765 Constructive 0.752 Personal_Narrative
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Brampton used to be majority Italian 40 years ago. Then they all fled east to Vaughan and Richmond Hill once the initial batches of Indians came in
Brampton used to be majority Italian 40 years ago. Then they all fled east to Vaughan and Richmond Hill once the initial batches of Indians came in
Identity Attack0.07177465
Insult0.02173949
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.0026130676
Low Tox 0.08874765 Moderate Con 0.431 Comparative_Framing
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There's lots of Indian lawyers who specialize in immigration
There's lots of Indian lawyers who specialize in immigration
Identity Attack0.068465814
Insult0.02103047
Profanity0.024951037
Threat0.0076637166
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.414 Question
Feb 28, 2026 Inside Canada's Indian Invasion...
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Tax evasion is very common amongst most foreign business owners , it's not just indians , cuz they mostly work in cash transactions
Identity Attack0.06749674
Insult0.021868404
Profanity0.016616182
Threat0.0064597605
Severe Toxicity0.0018787384
Low Tox 0.08637348 Moderate Con 0.395 Unverified_Claim
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian, what is this?
As an Indian, what is this?
Identity Attack0.061130337
Insult0.019354604
Profanity0.028776871
Threat0.00789674
Severe Toxicity0.0024986267
Low Tox 0.085582085 Moderate Con 0.349 Question
Feb 1, 2026 Inside Canada's Indian Metropolis (Brampton)
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my …
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my check and took her out on a date. Happy to say we're going steady lol
Identity Attack0.04332388
Insult0.024382202
Profanity0.022149978
Threat0.00704232
Severe Toxicity0.0021839142
Low Tox 0.08479069 Constructive 0.72
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same …
Ok I live right next to Brampton and I would just like to clarify that it does have a big Indian population but honestly anywhere else Ive been to in Ontario it’s not the same many live in Brampton because it’s next to Toronto where everyone goes to work and it’s honestly not a big deal think of it as Chinatown in New York.
Identity Attack0.07177465
Insult0.022061773
Profanity0.016957775
Threat0.006647474
Severe Toxicity0.0022792816
Low Tox 0.083999306 Constructive 0.631 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Canada is multiculture country. Indians have every right to live in Canada the way they want.
Identity Attack0.084182754
Insult0.019096779
Profanity0.018255826
Threat0.006427396
Severe Toxicity0.0027275085
Low Tox 0.083999306 Moderate Con 0.415 Moral_Argument
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
This is also why we have so many Indian MPs in the HOC, once these people take over an area, they only elect their own.
This is also why we have so many Indian MPs in the HOC, once these people take over an area, they only elect their own.
Identity Attack0.060675595
Insult0.02425329
Profanity0.01805087
Threat0.008220384
Severe Toxicity0.0022029877
Low Tox 0.083999306 Low Con 0.277 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian Punjabi 🇮🇳 6million problem
Indian Punjabi 🇮🇳 6million problem
Identity Attack0.06749674
Insult0.055547886
Profanity0.029050145
Threat0.012181788
Severe Toxicity0.008201599
Low Tox 0.08320791 Low Con 0.297
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Everyone in Ontario knows Brampton is a large Indian community . I don't get the problem . They can have that.
Identity Attack0.08087392
Insult0.019225692
Profanity0.013951761
Threat0.006537435
Severe Toxicity0.0020122528
Low Tox 0.08320791 Constructive 0.583 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
It’s an Indian thing
It’s an Indian thing
Identity Attack0.06658725
Insult0.019934712
Profanity0.028093686
Threat0.00756015
Severe Toxicity0.0035095215
Low Tox 0.08320791 Low Con 0.263 Identity_Assertion
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.