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
Active: "Did you there's more Indians …" 4,309 comments · Page 90 of 173
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
my indian status card means only native people indians, change the title to immigrant lol
my indian status card means only native people indians, change the title to immigrant lol
Identity Attack0.3817989
Insult0.14331897
Profanity0.10301965
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.3389984 Low Con 0.277
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My city in italy is filled of indians. Too many....
My city in italy is filled of indians. Too many....
Identity Attack0.39870077
Insult0.15556364
Profanity0.07223598
Threat0.009592636
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.419 Fear_Threat
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
Identity Attack0.38246045
Insult0.113185234
Profanity0.07191269
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.109 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
bro go to hoboken NJ, its literally all indians and africans
bro go to hoboken NJ, its literally all indians and africans
Identity Attack0.40447855
Insult0.14150882
Profanity0.11539881
Threat0.013476364
Severe Toxicity0.02077355
Moderate 0.3389984 Low Con 0.177 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
This is why I left Canada. Too many Indians. So I moved to India.
This is why I left Canada. Too many Indians. So I moved to India.
Identity Attack0.43896464
Insult0.11797678
Profanity0.028093686
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.3389984 Moderate Con 0.426
Sep 19, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canadians are having Indian fatigue 😮
Canadians are having Indian fatigue 😮
Identity Attack0.38176915
Insult0.24424846
Profanity0.07870171
Threat0.009048914
Severe Toxicity0.014511578
Moderate 0.3389984 Low Con 0.275 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Identity Attack0.38200524
Insult0.11978693
Profanity0.069969244
Threat0.1284288
Severe Toxicity0.020515325
Moderate 0.3389984 Low Con 0.27 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Indian fraudulent students entered the country and the government authorities have no clue. How is it possible ? Unless the government is involved
Identity Attack0.38176915
Insult0.25205973
Profanity0.064458095
Threat0.011068452
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.202 Unverified_Claim
Oct 27, 2025 IRCC Names India in Study …
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Identity Attack0.36702603
Insult0.25404143
Profanity0.12220735
Threat0.0077154995
Severe Toxicity0.01573815
Moderate 0.3389984 Moderate Con 0.379 Unverified_Claim
Oct 6, 2025 IRCC Names India in Study …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
I gather the Indians moved into Brampton and impoverished the white folks. And here is how they did it, they sell among themselves, buy among themselves. I think the same can be said of Markham, …
I gather the Indians moved into Brampton and impoverished the white folks. And here is how they did it, they sell among themselves, buy among themselves. I think the same can be said of Markham, which is a little Hong Kong.
Identity Attack0.40255263
Insult0.16758773
Profanity0.089370176
Threat0.020091362
Severe Toxicity0.015673593
Moderate 0.3389984 Constructive 0.632 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
I was shocked how many Indians were in Brampton it’s basically India pt2. It smells like curry soon as you walk outside.
Identity Attack0.3817989
Insult0.24835461
Profanity0.10363861
Threat0.00967031
Severe Toxicity0.016383713
Moderate 0.3389984 Moderate Con 0.401 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because …
Yea they've literally taken over EVERY JOB IN Windsor Ontario!! Every fast food place, every walmart, everywhere you go! The worst part, every Canadian has been fired from their jobs and these indians hired because the government pays half their wages. So quality of EVERYTHING has dropped soo far below par. I hope all these BACKSTABBING TRADERs lose their businesses. That should be ILLEGAL!!!!
Identity Attack0.28034934
Insult0.25205973
Profanity0.04642162
Threat0.043309137
Severe Toxicity0.015286255
Moderate 0.3389984 Constructive 0.537 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Identity Attack0.38223284
Insult0.16839184
Profanity0.19893537
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.239 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Ive noticed Indians in my area living in mobile U-Haul containers
Ive noticed Indians in my area living in mobile U-Haul containers
Identity Attack0.38246045
Insult0.15911613
Profanity0.1184936
Threat0.046218675
Severe Toxicity0.022839356
Moderate 0.3389984 Moderate Con 0.326
Jan 27, 2026 Inside Canada's Indian Invasion...
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Identity Attack0.23922618
Insult0.16861114
Profanity0.21997347
Threat0.011741633
Severe Toxicity0.020902663
Moderate 0.3389984 Moderate Con 0.45 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
Identity Attack0.45610145
Insult0.14512913
Profanity0.04366605
Threat0.009230154
Severe Toxicity0.01302678
Moderate 0.3389984 Moderate Con 0.339
Sep 28, 2025 2 likes Why Canadians Are Turning Against …

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.