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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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30,738 comments · Page 448 of 1230
Fir a chinees lady to say that there are bad drivers says somthing😅
Fir a chinees lady to say that there are bad drivers says somthing😅
Identity Attack0.316
Insult0.15982662
Profanity0.089370176
Threat0.009023022
Severe Toxicity0.009918213
Moderate 0.31963667 Low Con 0.231 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Go back to your 7 or 8 generations then u will c you also came from Europe who invaded these countries
Identity Attack0.23998553
Insult0.15485314
Profanity0.09583591
Threat0.019746035
Severe Toxicity0.016771052
Moderate 0.31963667 Low Con 0.218 Moral_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
ahhh man welcome to my city. depends on Indians but generally we get the good once i cant hate on then too much. their clan mentality i dont exact like and them changing our culture …
ahhh man welcome to my city. depends on Indians but generally we get the good once i cant hate on then too much. their clan mentality i dont exact like and them changing our culture is a idk maybe little less would be good. but overall good people.
Identity Attack0.3758158
Insult0.15485314
Profanity0.16078159
Threat0.012492486
Severe Toxicity0.020257099
Moderate 0.31963667 Constructive 0.671
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians tired from indians and british tired from pakistanis
Canadians tired from indians and british tired from pakistanis
Identity Attack0.38223284
Insult0.110259406
Profanity0.05543986
Threat0.013631714
Severe Toxicity0.013866014
Moderate 0.31825066 Low Con 0.165 Identity_Assertion
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bottom line, is that if you are a fake student, you should be removed from the country and barred from return for life.
Bottom line, is that if you are a fake student, you should be removed from the country and barred from return for life.
Identity Attack0.094936445
Insult0.191015
Profanity0.041912504
Threat0.13815513
Severe Toxicity0.010299683
Moderate 0.31825066 Low Con 0.186 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
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 …
As a Canadian, i hate ppl saying like this actually indians are pretty good , they help lot of ppl.
As a Canadian, i hate ppl saying like this actually indians are pretty good , they help lot of ppl.
Identity Attack0.33352965
Insult0.086852804
Profanity0.12286829
Threat0.009048914
Severe Toxicity0.010375977
Moderate 0.31825066 Constructive 0.52 Solidarity
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
05:21 - low iq, he say it.
05:21 - low iq, he say it.
Identity Attack0.026007013
Insult0.24287975
Profanity0.09066332
Threat0.010343489
Severe Toxicity0.008544922
Moderate 0.31825066 Low Con 0.18 Meta_Commentary
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Catch and deport em no hearings just deport
Catch and deport em no hearings just deport
Identity Attack0.10221587
Insult0.08030447
Profanity0.027000591
Threat0.31407106
Severe Toxicity0.015802706
Moderate 0.31825066 Low Con 0.142 Call_To_Action
Feb 19, 2026 2 likes Canadian immigration officers investigating hundreds …
🇮🇳👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽 تبا لكم احتليتو البلد
🇮🇳👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽👎🏽 تبا لكم احتليتو البلد
Identity Attack0.11860296
Insult0.2469859
Profanity0.29456177
Threat0.019228047
Severe Toxicity0.16960317
Moderate 0.31825066 Low Con 0.185
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Kami negara Islam tidak ada masaalah dengan penganut Kristian mengapa negara Kristian menjadi masaalah kepada penganut Islam,itu di namakan ada segelintir orang di negara Kristian tersebut berperangai iblis tidak layak tinggal di bumi ciptaan tuhan.
Kami negara Islam tidak ada masaalah dengan penganut Kristian mengapa negara Kristian menjadi masaalah kepada penganut Islam,itu di namakan ada segelintir orang di negara Kristian tersebut berperangai iblis tidak layak tinggal di bumi ciptaan tuhan.
Identity Attack0.36702603
Insult0.2679134
Profanity0.08549073
Threat0.03373172
Severe Toxicity0.023505108
Moderate 0.31825066 Moderate Con 0.347 Moral_Argument
Sep 18, 2025 Why Canadians Are Turning Against …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why assimilate at all honestly it feels so good no need to speak French or English I only speak English at school even that is interrupted by speaking desi languages like Punjabi Hindi Urdu and others like we can integrate but never assimilate and also not to mention stereotypes you guys do on us so we just say if they gonna treat us negatively why not just take jobs and business we aren’t gonna be treated any better so why not make most out of it and why you guys mad other people have their own communities culture and language you guys were also immigrants not even immigrants but colonizers who literally gcided the natives also why you mad like they are successful and made their own community and support eachother that’s why they aren’t homeless they support eachother and are willing to compromise
Identity Attack0.29951343
Insult0.14150882
Profanity0.17987521
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.31825066 Constructive 0.747 Personal_Narrative
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and …
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and they don't adapt... at all. To nothing. They may take up some cool western traditions like Halloween but they'll never give up not bathing, cooking on the garage floors, walking barefoot on public places, disrespecting women and belittling the lower casts. Go back if you like that so much, why move?
Identity Attack0.381025
Insult0.1669316
Profanity0.045670103
Threat0.0097738765
Severe Toxicity0.013866014
Moderate 0.31825066 Constructive 0.601 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Excuse me but India is Not a sh,✨h,✨le. It's on its way to becoming one the top 20 economies on the planet. It's going to leave us way behind in the next 30 years or …
Excuse me but India is Not a sh,✨h,✨le. It's on its way to becoming one the top 20 economies on the planet. It's going to leave us way behind in the next 30 years or so.
Identity Attack0.18546575
Insult0.16817254
Profanity0.352205
Threat0.010783645
Severe Toxicity0.021290002
Moderate 0.31825066 Moderate Con 0.361 Comparative_Framing
Jan 24, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Canadian used to blame Chinese for invasion and voila it's Inada now😂
Identity Attack0.3817989
Insult0.09270445
Profanity0.023721304
Threat0.00948907
Severe Toxicity0.009346008
Moderate 0.31825066 Low Con 0.174 Humor_Satire
Jan 28, 2026 10 likes 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 …
Uncle on bike is definitely a groyper
Uncle on bike is definitely a groyper
Identity Attack0.014852738
Insult0.3388922
Profanity0.10549548
Threat0.007935578
Severe Toxicity0.006866455
Moderate 0.31825066 Moderate Con 0.31 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids …
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids may not run around the restaurant. Tend to them yourself!! 5. Respect one another. This doesn't go out just for the majority, from one country. Today i met horrific British immigrants who let their 6kids run around the restaurant while they talk so loud from the top of their lungs. They made mess all around the table and did not clean any bit. Why do we get worse mannered people?!?
Identity Attack0.31307843
Insult0.24928534
Profanity0.0935729
Threat0.010964886
Severe Toxicity0.013091337
Moderate 0.31825066 Constructive 0.762 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Nuke 🇨🇦
Nuke 🇨🇦
Identity Attack0.07508347
Insult0.0808917
Profanity0.13697
Threat0.3630133
Severe Toxicity0.16960317
Moderate 0.31825066 Low Con 0.274
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
This is not cultural mix this is an invasion
This is not cultural mix this is an invasion
Identity Attack0.28034934
Insult0.07872037
Profanity0.0887236
Threat0.011120236
Severe Toxicity0.018449519
Moderate 0.31825066 Low Con 0.188 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
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...

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.