Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 627 of 1230
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Cut the bs buddy They didn’t lay down a single brick, asphalt, or concrete All of which wasn’t built by them
Identity Attack0.01087737
Insult0.06250052
Profanity0.14490221
Threat0.040638234
Severe Toxicity0.009002686
Low Tox 0.20032968 Low Con 0.195
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their …
When it is the majority race taking over indigenous people's lands giving them new rules & regulations to follow without their input, discriminate against them, and deny them rights to property or jobs in their land, it's a birthright. When it's ethnic minorities with a different culture and skin tone immigrating to the land, it's an invasion.
Identity Attack0.22261032
Insult0.045007613
Profanity0.016616182
Threat0.008789998
Severe Toxicity0.004863739
Low Tox 0.20009702 Moderate Con 0.498 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
USA best country in the world? What a joke to even say that
USA best country in the world? What a joke to even say that
Identity Attack0.06522302
Insult0.0808917
Profanity0.030890211
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.20009702 Low Con 0.163 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I saw hindu with 9 kids in my neighborhood
I saw hindu with 9 kids in my neighborhood
Identity Attack0.21668483
Insult0.03588435
Profanity0.07449899
Threat0.033386398
Severe Toxicity0.010986328
Low Tox 0.20009702 Moderate Con 0.394 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
It's great to see some initiative but numbers are from 2004, and after that a crazy amount of refugees came to Canada, legally and illegally using free resources such as food bank, EI, child support …
It's great to see some initiative but numbers are from 2004, and after that a crazy amount of refugees came to Canada, legally and illegally using free resources such as food bank, EI, child support and medical, whereas our policies are so weak police is busy giving tickets
Identity Attack0.062039822
Insult0.13245803
Profanity0.030138692
Threat0.0068416605
Severe Toxicity0.0032043457
Low Tox 0.20009702 Constructive 0.712
Oct 2, 2025 IRCC Names India in Study …
Please get more out
Please get more out
Identity Attack0.0074365693
Insult0.06512285
Profanity0.054437835
Threat0.015429466
Severe Toxicity0.005607605
Low Tox 0.20009702 Low Con 0.27
Dec 23, 2025 31 likes Deportations From Canada at Their …
Too many immigrants are being let in.
Too many immigrants are being let in.
Identity Attack0.20088354
Insult0.04383647
Profanity0.017572641
Threat0.008116818
Severe Toxicity0.004272461
Low Tox 0.20009702 Low Con 0.235 Policy_Critique
Sep 28, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
No jobs . Nepotism runs Canada.
No jobs . Nepotism runs Canada.
Identity Attack0.099899694
Insult0.11797678
Profanity0.013302735
Threat0.006977591
Severe Toxicity0.0038909912
Low Tox 0.20009702 Low Con 0.175 Economic_Argument
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
They are already all over Europe and with the new EU agreement we will get a lot more. But we hear they are highly qualified with their fake degrees.
They are already all over Europe and with the new EU agreement we will get a lot more. But we hear they are highly qualified with their fake degrees.
Identity Attack0.021786476
Insult0.12159709
Profanity0.025087673
Threat0.006912862
Severe Toxicity0.002632141
Low Tox 0.20009702 Moderate Con 0.304 Unverified_Claim
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Identity Attack0.055218685
Insult0.14331897
Profanity0.013234417
Threat0.0068999166
Severe Toxicity0.0030517578
Low Tox 0.20009702 Low Con 0.239 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
That statue is terrifying
That statue is terrifying
Identity Attack0.011247349
Insult0.06599696
Profanity0.06145202
Threat0.00951496
Severe Toxicity0.004634857
Low Tox 0.20009702 Moderate Con 0.338 Meta_Commentary
Feb 13, 2026 Inside Canada's Indian Metropolis (Brampton)
They are not americans.....got it now
They are not americans.....got it now
Identity Attack0.12208464
Insult0.06023245
Profanity0.020988565
Threat0.0103175985
Severe Toxicity0.004673004
Low Tox 0.20009702 Low Con 0.233 Humor_Satire
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
All lies, they re still here som even staying opposite to the cbsa main office
All lies, they re still here som even staying opposite to the cbsa main office
Identity Attack0.007991537
Insult0.13607834
Profanity0.020168742
Threat0.006925808
Severe Toxicity0.002708435
Low Tox 0.20009702 Low Con 0.167
Dec 26, 2025 Deportations From Canada at Their …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
Immigrants vs Immigrants 😂
Immigrants vs Immigrants 😂
Identity Attack0.18391247
Insult0.070482984
Profanity0.027000591
Threat0.007327127
Severe Toxicity0.013866014
Low Tox 0.20009702 Low Con 0.276
Nov 16, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of …
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of Brampton"
Identity Attack0.23011416
Insult0.06529768
Profanity0.023994578
Threat0.006576272
Severe Toxicity0.004425049
Low Tox 0.20009702 Constructive 0.694
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What about chinese invasion in Toronto?
What about chinese invasion in Toronto?
Identity Attack0.25478655
Insult0.03566399
Profanity0.020920247
Threat0.009903334
Severe Toxicity0.005836487
Low Tox 0.20009702 Low Con 0.239 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to …
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to seek refuge from anything, the oppressed in Iran do not have the means to even buy a plane ticket to come here. Currency exchange businesses run by Iranians are a front for transferring and laundering money. Don't take it from me, Iranians openly admit it and are seemingly proud of it. Invest more in intelligence gathering and espionage to more effectively weed out these refuge shoppers.
Identity Attack0.22859548
Insult0.07555214
Profanity0.027820412
Threat0.010964886
Severe Toxicity0.0064086914
Low Tox 0.20009702 Constructive 0.652
Dec 24, 2025 1 likes Deportations From Canada at Their …
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world. Why don't they at least google Canadian hygiene when they come over here.
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world. Why don't they at least google Canadian hygiene when they come over here.
Identity Attack0.18468912
Insult0.07460167
Profanity0.017162729
Threat0.00713294
Severe Toxicity0.0048828125
Low Tox 0.20009702 Low Con 0.244 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to …
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to unelected billionaires of the WEF. It is a gl9balist ideology that hates democracy, hates the middleclass and wants to create a new feudalism. It was aided and enabled by complicit legacy media that kept silent fir a decade by omitting to report, under reporting what was happening and the issues mass unvetted immigration of ppl without Canadian values, who hate western democracies was creating.
Identity Attack0.04435511
Insult0.14331897
Profanity0.022764845
Threat0.00823333
Severe Toxicity0.004501343
Low Tox 0.20009702 Moderate Con 0.355 Unverified_Claim
Jun 20, 2025 1 likes How Canada broke its immigration …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the driving schools whos driving instructor is just giving out commerical licenses to all their indian friends.
Identity Attack0.19495805
Insult0.071750276
Profanity0.027820412
Threat0.0074048014
Severe Toxicity0.00459671
Low Tox 0.20009702 Moderate Con 0.368 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of Indians that are easily recognizable and do not assimilate. Most of these specific subset come here as students and through family sponsorship ( not regular immigration stream). The students get false documents for their language and educational credentials. The politicians are also to blame for pondering for their votes. If there is one ethnic group that has the capacity to destroy Canada further in the future to a point of no return, it is this subset. Unfortunately most Canadians do not know this, and Indians as a general group are seen as the problem. Next time just ask them where in India these people are from, and soon you will know for yourself.
Identity Attack0.2308735
Insult0.071433455
Profanity0.02795705
Threat0.00948907
Severe Toxicity0.0062179565
Low Tox 0.20009702 Constructive 0.695 Personal_Narrative
Oct 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
THAT WHITE GUY IS GREAT
THAT WHITE GUY IS GREAT
Identity Attack0.18158256
Insult0.03768798
Profanity0.059447967
Threat0.010265815
Severe Toxicity0.008163452
Low Tox 0.20009702 Low Con 0.263 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
"If all the dead allies could see their countries today, they would have thrown down their weapons and fought alongside the Germans."
"If all the dead allies could see their countries today, they would have thrown down their weapons and fought alongside the Germans."
Identity Attack0.10221587
Insult0.036545437
Profanity0.027683776
Threat0.13161413
Severe Toxicity0.0076675415
Low Tox 0.20009702 Low Con 0.259 Unverified_Claim
Jan 27, 2026 31 likes Inside Canada's Indian Invasion...
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
Identity Attack0.18158256
Insult0.06285016
Profanity0.027547138
Threat0.012803185
Severe Toxicity0.005760193
Low Tox 0.20009702 Constructive 0.595
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)

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.