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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

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

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Active: "They are not indian they …" 4,309 comments · Page 74 of 173
Even the Indians don't like the Indians. 😂😂😂
Even the Indians don't like the Indians. 😂😂😂
Identity Attack0.45348886
Insult0.1505596
Profanity0.12096943
Threat0.011042561
Severe Toxicity0.01986976
Moderate 0.3827457 Low Con 0.184 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging …
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging in criminal activities and sought refuge in Canada. No one in India demands Khalistan except for a few terrorist Sikhs living in Canada. In 2024, Indian students spent more than 10 billion Canadian dollars in Canada. In 2025, the number of students going to Canada decreased by 50 percent. So don't worry, Indians won't be going to Canada anymore.
Identity Attack0.44690517
Insult0.33964422
Profanity0.072882555
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.442 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
These turban dudes don't even consider themselves Indian. Apparently, they come from a place called Sikhistan.
Identity Attack0.458714
Insult0.2735258
Profanity0.14930901
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.182 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
They are proud indians but don't want to live in India 😂😂😂😂
They are proud indians but don't want to live in India 😂😂😂😂
Identity Attack0.44690517
Insult0.10148193
Profanity0.08840031
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.21 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
even Indians don't like Indians
even Indians don't like Indians
Identity Attack0.46028158
Insult0.15556364
Profanity0.13608865
Threat0.011974656
Severe Toxicity0.019482423
Moderate 0.3811502 Low Con 0.199 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The rest are absolutely restarted and useless. We have a housing crisis and we are letting over 2x more immigrants in than new houses built. I have asked many Indian coworkers and most of them get payments to help with rent. Or just reduced rent prices altogether. It takes a lot to make Canadians hate a certain race and culture ... But you done did it indians ...
Identity Attack0.293411
Insult0.40420914
Profanity0.07223598
Threat0.010369381
Severe Toxicity0.014059683
Moderate 0.3811502 Constructive 0.514 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase …
Ok now come to Texas to Frisco, Plano and see the indian takeover here. Go hit up Ikea youll forget where you are!!! My husband is a contract worker that puts him in the Chase Bank main headquarters quite a bit out there and he said its RUN OVER with indians. Chase brings them all here, gets them these work visas youll see every car in the parking lot says student driver on the bumper stickers. They cannot drive. My husband also says the floors they have them all working on stink so bad people gag having to walk in there straight off the elevator. They will just piss on the floor IN THE BATHROOMS they just go wherever they want. These people are their supposed tech smart people and they are stinking and pissing on the floor so imagine the lower IQ ones! They wipe with their barw hand!!!;One hand for wiping no toilet paper and one hand for eating. Thats why they only shake hands with their eating hand. They are disgusting!!!!
Identity Attack0.3802808
Insult0.34548226
Profanity0.20592089
Threat0.05559385
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.594 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Identity Attack0.39773783
Insult0.32682732
Profanity0.27139977
Threat0.00866054
Severe Toxicity0.01754573
Moderate 0.3811502 Constructive 0.643 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in …
15 years ago I wrote my highschool thesis on how capitalism leads to genocide and then cycles to communism which then leads to genocide and constantly repeats itself in a cycle. Then tied it in with Marxism and how neither system is truly sustainable. I ended up getting 100% on my paper... but what I didn't know was which race needs to be exterminated. Maybe there was a reason Hitler wanted the Jews gone and if we lose the Indians will just rewrite history like we never existed.
Identity Attack0.46028158
Insult0.16795322
Profanity0.2258264
Threat0.34804323
Severe Toxicity0.035007052
Moderate 0.37955463 Constructive 0.635 Identity_Assertion
Dec 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are the only people who brag how great India is but don't want to live or return there. Like that dude at 9:57
Indians are the only people who brag how great India is but don't want to live or return there. Like that dude at 9:57
Identity Attack0.4508763
Insult0.1640896
Profanity0.0913099
Threat0.03165977
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.38
Nov 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canadian people should force the indians to learn their culture the way canadians live if i ever live in in canada i will myself learn canadian way of living because i too don't like my …
Canadian people should force the indians to learn their culture the way canadians live if i ever live in in canada i will myself learn canadian way of living because i too don't like my indian culture
Identity Attack0.50125694
Insult0.10587067
Profanity0.046922635
Threat0.02371728
Severe Toxicity0.016577384
Moderate 0.37955463 Moderate Con 0.379 Identity Attack Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of …
I knew an Indian guy named Kumar from back when i lived in Southern Denmark.. he was awesome, he had a Kiosk, where he sold EVERYTHING .. bongs, blunt papir, glass bottle cokes, candy of all sorts, and porn.. lots of porn.. Kumar was my boy!
Identity Attack0.2028587
Insult0.09124154
Profanity0.3597395
Threat0.03787563
Severe Toxicity0.024819711
Moderate 0.37955463 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.46028158
Insult0.2735258
Profanity0.075792134
Threat0.008582866
Severe Toxicity0.01935331
Moderate 0.37955463 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
2:08 that guy is an older Indian XQC 😂😂😂
2:08 that guy is an older Indian XQC 😂😂😂
Identity Attack0.3758158
Insult0.30326313
Profanity0.16729468
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.233
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
As an Indian, the smuggler getting late is peak typical Indian behaviour
As an Indian, the smuggler getting late is peak typical Indian behaviour
Identity Attack0.44690517
Insult0.27763805
Profanity0.1110661
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.357 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
If indian city would have more foreigner christian or foreigner muslims we would be having a civil war. Remember oh hindus our religion tells us to not live among Asuras.
Identity Attack0.46028158
Insult0.19734058
Profanity0.09775851
Threat0.13397428
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.313 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is How the jews should have answered in the last video!!!! 📹 and how they should have been legitimately been working everywhere like the Indians
This is How the jews should have answered in the last video!!!! 📹 and how they should have been legitimately been working everywhere like the Indians
Identity Attack0.4482637
Insult0.15698463
Profanity0.15812257
Threat0.029415153
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.226
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Balkans be like (Indians got gaslighted to think going to Balkans is unironically good idea)
Identity Attack0.44690517
Insult0.20434737
Profanity0.19155724
Threat0.2836219
Severe Toxicity0.02416241
Moderate 0.37955463 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian …
Basically 80% of students from India are a FRAUD in Canada, and 100% of the Indian students in Canada come in Canada to study NOT but to stay in Canada, there are so many Indian students in Canada, that have university degrees but they register themselves into Canadian colleges in order to work and live in Canada. It doesn’t make sense to downgrade your studies, and most probably 100% of the students from Asia in Canada they come here to stay that is the main goal. In fact indian men they get married to some rich girl then the father of the girl pays for the school and then they end up staying in the country and continue their lying and fraud lives in Canada - trust me I know them
Identity Attack0.458714
Insult0.3388922
Profanity0.08775374
Threat0.009437286
Severe Toxicity0.022193791
Moderate 0.37955463 Moderate Con 0.411
Oct 17, 2025 IRCC Names India in Study …
2:57 this is how you know a liberal leader = pure destruction of a culture and country. Even the Indians think there’s too many Indians in Canada.
2:57 this is how you know a liberal leader = pure destruction of a culture and country. Even the Indians think there’s too many Indians in Canada.
Identity Attack0.41222036
Insult0.2679134
Profanity0.036401358
Threat0.022335978
Severe Toxicity0.01412424
Moderate 0.37955463 Low Con 0.167 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians love India so much that the first thing do is leave and Invade other countries '' nice ''
Indians love India so much that the first thing do is leave and Invade other countries '' nice ''
Identity Attack0.43256098
Insult0.16846494
Profanity0.13608865
Threat0.091630474
Severe Toxicity0.023246882
Moderate 0.37955463 Low Con 0.225 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Well we’ll we’ll. An Indian woman. Who is talking about Indians abusing the system. WHAT DO YA KNOW
Well we’ll we’ll. An Indian woman. Who is talking about Indians abusing the system. WHAT DO YA KNOW
Identity Attack0.40883094
Insult0.16788013
Profanity0.110447146
Threat0.026307223
Severe Toxicity0.021806452
Moderate 0.37955463 Moderate Con 0.307
Oct 21, 2025 1 likes IRCC Names India in Study …
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
the west stole over trillions from India, theyre in the west to collect the money back. Indians are the highest earners in the west. Dont be mad that Indians are better than you😂!
Identity Attack0.40255263
Insult0.2838064
Profanity0.10982819
Threat0.011974656
Severe Toxicity0.019095084
Moderate 0.37955463 Low Con 0.275 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Fun fact - there are more Chinese than Indians in 🇨🇦. But still they somehow hate us more😂
Fun fact - there are more Chinese than Indians in 🇨🇦. But still they somehow hate us more😂
Identity Attack0.46028158
Insult0.16890354
Profanity0.1352073
Threat0.0103175985
Severe Toxicity0.020127986
Moderate 0.37795907 Moderate Con 0.313
Sep 21, 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.