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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

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.

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Active: "As a indian not the …" 4,309 comments · Page 37 of 173
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I …
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I hate everyone from Africa like Africa is only Sudan or Somalia... Or Indians eat poop how bizzar is that... There are bad but not everyone is bad... This guy prove everytime I see this video I don't like his videos.... But not all videos are bad. And ofc these illegal stuff is bad, as this title have India I am sure this video will get heat.... cuz everyone hate hardworking people Edit - I also like this guy cuz he is equally racist to everyone... showing the real stuff
Identity Attack0.46028158
Insult0.40243408
Profanity0.34391102
Threat0.054624002
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.743
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become a pathetic shell of a country where the 'New Dream' is 12 Indians crammed in a one-bedroom apartment in their bare feet with not a single deodorant stick between the twelve of em’ just to keep low-wage franchises running. 💩
Identity Attack0.46028158
Insult0.5130944
Profanity0.23083201
Threat0.020954676
Severe Toxicity0.023129508
Moderate 0.509388 Moderate Con 0.32 Insult Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop …
The Pakistani guy telling about immigration is funny , these pakistanis turned london into hell...most indians come in country are educated and progressive while offcourse few black sheeps are there but most of them develop the country they live in and are not problematic like other countries people 😅.....
Identity Attack0.55044734
Insult0.44126466
Profanity0.33453682
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.577 Identity Attack Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
canadian are jobless because of Indians
canadian are jobless because of Indians
Identity Attack0.6007182
Insult0.34203702
Profanity0.15724123
Threat0.010188141
Severe Toxicity0.023505108
Moderate 0.509388 Low Con 0.207 Identity Attack
Oct 8, 2025 IRCC Names India in Study …
First of all, they should fired these 2 ladies because they are also Indians
First of all, they should fired these 2 ladies because they are also Indians
Identity Attack0.57554024
Insult0.2735258
Profanity0.2188925
Threat0.1954604
Severe Toxicity0.05473421
Moderate 0.50789946 Low Con 0.277 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t …
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t even like Canada they assume they don’t need to assimilate they just wanna take over and change it they took over the Main Street completely no English stores I could barely go to the corner store cuz they did t know what I was saying it’s just insane asf they hate and ruin and take over with. No care for us
Identity Attack0.44690517
Insult0.42167732
Profanity0.33141375
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.558 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
Indian people’s behaviour is not good.
Indian people’s behaviour is not good.
Identity Attack0.57150364
Insult0.35333878
Profanity0.17566866
Threat0.0115345
Severe Toxicity0.02411546
Moderate 0.50789946 Moderate Con 0.36 Identity Attack
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning into “fuck Indians”, it happens so quick. Being a man born in Canada with Indian heritage, lets you see how much the new immigrants don’t like you because you are too “white” for them, and Canadians don’t like you because you look like all of the new people coming in that look just like you. Lose lose all around.
Identity Attack0.5274064
Insult0.4596616
Profanity0.48510036
Threat0.027515862
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.645 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
India is an easy target . So all are hating indians
India is an easy target . So all are hating indians
Identity Attack0.55044734
Insult0.36193377
Profanity0.24631839
Threat0.07093142
Severe Toxicity0.049354076
Moderate 0.50789946 Low Con 0.229 Identity Attack
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
How disgusting people just for views defaming India.If u don't want Indians in your country just cut all ties with india and ban indians why you are spreading hatred. I love canadian people but pl …
How disgusting people just for views defaming India.If u don't want Indians in your country just cut all ties with india and ban indians why you are spreading hatred. I love canadian people but pl don't spread hatred.
Identity Attack0.44690517
Insult0.5145894
Profanity0.11725569
Threat0.023544617
Severe Toxicity0.023076924
Moderate 0.50789946 Constructive 0.514 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a …
You don’t have any problem, putting forward, absolute inaccurate content. How about your concentrate on your own country and stay the f*uk out of ours. In your Niagara video of woman claimed that once a day in Niagara Falls family day and everything is closed. Did you not check it? This video. You make it sound like everybody who is the greatest of Indian move to Franklin people from my neighbourhood they do talk to us saying hello. Help me when I’m at Walmart. Is the person that moving to send if you’re racist country. You’ll talk to Canadians who represent you more than they represent us and your post. What they say must be interesting in your bizarre echo chamber.
Identity Attack0.29035977
Insult0.42567953
Profanity0.46460027
Threat0.01940071
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.56 Meta_Commentary
Oct 16, 2025 Inside Canada's Indian Metropolis (Brampton)
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
guy on the bike say that "indians are generally a dirty people" just as easy as ordering a big mac. he got nuttin to hide. exercising his freedom of speech like a champ. lol
Identity Attack0.5135796
Insult0.5130944
Profanity0.2366394
Threat0.01052473
Severe Toxicity0.023645958
Moderate 0.50789946 Moderate Con 0.379 Identity Attack Insult Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Old Indians = righteous, did everything they could by the books with pride and dignity. New Indians = Scammers, everything they do is to defeat or manipulate the system.
Old Indians = righteous, did everything they could by the books with pride and dignity. New Indians = Scammers, everything they do is to defeat or manipulate the system.
Identity Attack0.55044734
Insult0.4962726
Profanity0.2366394
Threat0.032005094
Severe Toxicity0.101760045
Moderate 0.50789946 Low Con 0.292 Identity Attack Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Dear Indians don't turn Canada and Europe into sithole ❤
Dear Indians don't turn Canada and Europe into sithole ❤
Identity Attack0.50515765
Insult0.47384647
Profanity0.44366163
Threat0.009981008
Severe Toxicity0.041283876
Moderate 0.50789946 Low Con 0.225 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE …
OHBOO HOO WHITE PPL ARE THE NOW MINORITY ?? NOW YOU KNOW HOW IT FEELS EITHER ADAPT TO CHANGE OR GET LEFT BEHIND THIS BLAME GAME BY THESE SO CALLED JOURNALISTS ARE CREATING DIVIDE THE FUTURE DOESNT CARE ABOUT SKIN COLOR AND UR PAKI IM INDIAN ALL SHOULD PROSPER NOT BRING DOWN
Identity Attack0.49032792
Insult0.34135336
Profanity0.2659699
Threat0.06658544
Severe Toxicity0.16496792
Moderate 0.50789946 Low Con 0.254 Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their …
The original immigrants from India were hard working honest people who appreciated the opportunity to live in Canada. The new Indian immigrants are arrogant , boastful and aggressive. They want to scan and con their way in and game the system for everything they can get.
Identity Attack0.5135796
Insult0.5130944
Profanity0.059447967
Threat0.010188141
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.458 Identity Attack Insult Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Cannada imported uneducated fake document indians who cant speak english 😅 i am indian btw
Cannada imported uneducated fake document indians who cant speak english 😅 i am indian btw
Identity Attack0.5203519
Insult0.47384647
Profanity0.10301965
Threat0.008893564
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.229 Identity Attack Unverified_Claim
Oct 31, 2025 1 likes How Canada broke its immigration …
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Identity Attack0.57150364
Insult0.42743355
Profanity0.2637234
Threat0.17964768
Severe Toxicity0.16760159
Moderate 0.50789946 Moderate Con 0.441 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Five guys burgers run all by Indians and hire only Indians. But all whites business is racist right.... Blah, blah blah....
Identity Attack0.56445944
Insult0.37166002
Profanity0.10301965
Threat0.010990778
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.222 Identity Attack Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
letting in indians ruined Canada
letting in indians ruined Canada
Identity Attack0.5948528
Insult0.37619758
Profanity0.17101645
Threat0.053654157
Severe Toxicity0.02439716
Moderate 0.50789946 Low Con 0.189 Identity Attack Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
Indians are NOT junkies. Id prefer Indians to white and black junkies
Indians are NOT junkies. Id prefer Indians to white and black junkies
Identity Attack0.5698139
Insult0.4555076
Profanity0.2659699
Threat0.012337137
Severe Toxicity0.032316983
Moderate 0.50789946 Moderate Con 0.312 Identity Attack Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Identity Attack0.55044734
Insult0.5130944
Profanity0.12096943
Threat0.011172019
Severe Toxicity0.024725812
Moderate 0.50789946 Low Con 0.179 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
depport indians canadians fed up with themsne dthem back to their country
depport indians canadians fed up with themsne dthem back to their country
Identity Attack0.57150364
Insult0.37392882
Profanity0.14313951
Threat0.100830056
Severe Toxicity0.045767322
Moderate 0.50789946 Low Con 0.187 Identity Attack Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Indian dude is saying he never been discriminated in Canada, and in other hand, Canadian saying get the hell out of our country.
Identity Attack0.458714
Insult0.41767508
Profanity0.39498812
Threat0.036149003
Severe Toxicity0.024866661
Moderate 0.50789946 Moderate Con 0.369
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
The white dude with a bike was hilarioussss 🤣🤣 The man said “atleast Indians are better than the Muslims and Africans” 😭😭😭
Identity Attack0.5689151
Insult0.29383746
Profanity0.20139475
Threat0.027170537
Severe Toxicity0.0475607
Moderate 0.50789946 Moderate Con 0.348 Identity Attack
Jan 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.