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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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30,738 comments · Page 222 of 1230
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written …
The truth about why the driving sucks. The government has hired a bunch on Indian immigrants to run our version of the “dmv” and they issue other Indians full licenses without ever doing the written driving test or practical driving test. So they get real licenses without ever being tested or having to practice with a full licensed driver for 9 month to a year before getting their G2 which is the middle license after a G2 and 5 years you then do another driving test and get you G license (specific to Ontario). They just walk in pay and leave with a G license. The other corrupt part of this is the licenses issuers have a quota of fails to hit every day and because they pass all the Indians they fail the white kids and adults to meet their quota. We actively avoid getting our licenses at heavily Indian populated areas to avoid being failed solely because we are white and they need to meet their quota. This is becoming increasingly more difficult as the government continues to bring in an unsustainable number of Indian immigrants
Identity Attack0.40713623
Insult0.45135358
Profanity0.36230123
Threat0.011638066
Severe Toxicity0.023880709
Moderate 0.46716887 Constructive 0.521
Jan 27, 2026 Inside Canada's Indian Invasion...
We have the same issue with Nepals in Croatia, they are overflowing here. I rarely even see white employees anymore. And yes I am openly racist, they do not belong here and I don't want …
We have the same issue with Nepals in Croatia, they are overflowing here. I rarely even see white employees anymore. And yes I am openly racist, they do not belong here and I don't want my country turning into Nepal. Not that many muslims yet, very rarely see those, so thats good at least.
Identity Attack0.55803186
Insult0.3388922
Profanity0.1765991
Threat0.03718498
Severe Toxicity0.03590374
Moderate 0.46716887 Constructive 0.666 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It’s actually insane they’re all Indian here
It’s actually insane they’re all Indian here
Identity Attack0.54151535
Insult0.33998606
Profanity0.22673377
Threat0.011120236
Severe Toxicity0.024772761
Moderate 0.46716887 Low Con 0.211 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
*CHANGED? YEAH THATS WHAT THE NATIVES SAID WHEN THE WHITES CAME AND KILLED THE NATIVES AND DID THE POGRAM*
*CHANGED? YEAH THATS WHAT THE NATIVES SAID WHEN THE WHITES CAME AND KILLED THE NATIVES AND DID THE POGRAM*
Identity Attack0.50515765
Insult0.24928534
Profanity0.23857519
Threat0.40858683
Severe Toxicity0.059217658
Moderate 0.46716887 Low Con 0.207 Identity Attack
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
1:32 yea bro idk ow much u know ab canada these days but all the w ppl r crack heads lmfao
1:32 yea bro idk ow much u know ab canada these days but all the w ppl r crack heads lmfao
Identity Attack0.27682206
Insult0.4339631
Profanity0.2666764
Threat0.058826666
Severe Toxicity0.023692908
Moderate 0.46716887 Low Con 0.286 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
@GeneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to …
@GeneralAetius4705 1 second ago I see more Black people snd Muslims in downtown Edmonton than people of my cultural background....with deep roots and mixed background. We just want it reduced. We do mot need to feel obligated. A shortage of TFWs for Wendy's is no national fckn emergency You'd do well to remember....you never had an empire gete..
Identity Attack0.5051609
Insult0.39743927
Profanity0.42019588
Threat0.030969119
Severe Toxicity0.06225512
Moderate 0.46716887 Constructive 0.667 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I hate the treasonous WEF Liberals so much for destroying Canada. Never forgive or forget what they did.
I hate the treasonous WEF Liberals so much for destroying Canada. Never forgive or forget what they did.
Identity Attack0.34974504
Insult0.47630358
Profanity0.0913099
Threat0.058826666
Severe Toxicity0.021031776
Moderate 0.46716887 Moderate Con 0.324 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
Identity Attack0.55044734
Insult0.26957804
Profanity0.15985115
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.307 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
Identity Attack0.3817989
Insult0.4596616
Profanity0.0569429
Threat0.03373172
Severe Toxicity0.023176458
Moderate 0.46716887 Low Con 0.228
Aug 26, 2025 Why Canadians Are Turning Against …
Its NØT SAUGA??? I thought Brampton was where jane&finch flees to
Its NØT SAUGA??? I thought Brampton was where jane&finch flees to
Identity Attack0.018168874
Insult0.26957804
Profanity0.37993968
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.269 Meta_Commentary
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
crime up taxes up poverty up asses up
crime up taxes up poverty up asses up
Identity Attack0.025605056
Insult0.26957804
Profanity0.4163752
Threat0.0347677
Severe Toxicity0.023411209
Moderate 0.46716887 Low Con 0.116 Economic_Argument
Jan 3, 2026 1 likes New rules, regulations take effect …
These Indian economic migrants have turned Canada into a cesspit and 3rd world country.
These Indian economic migrants have turned Canada into a cesspit and 3rd world country.
Identity Attack0.5135796
Insult0.43450394
Profanity0.110447146
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.183 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂 TASTE OF YOUR OWN MEDICINE
HAHA WHITES YOU GET WHAT YOU SOW NOW FEEL IT .... KARMA HITS BACK😂 TASTE OF YOUR OWN MEDICINE
Identity Attack0.4931391
Insult0.3493834
Profanity0.17241211
Threat0.050744623
Severe Toxicity0.02453801
Moderate 0.46716887 Low Con 0.19 Humor_Satire
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
lmao man like the jeets didnt hate you enough
lmao man like the jeets didnt hate you enough
Identity Attack0.14233272
Insult0.33998606
Profanity0.2600683
Threat0.035458352
Severe Toxicity0.023129508
Moderate 0.46716887 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
Identity Attack0.5051609
Insult0.26957804
Profanity0.21997347
Threat0.063352615
Severe Toxicity0.02402156
Moderate 0.46716887 Low Con 0.251 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Identity Attack0.46028158
Insult0.4710501
Profanity0.0935729
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.141 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Stop calling it anything besides Indian immigrants they are the problem, not German or French or even Russian just import from India
Identity Attack0.5498214
Insult0.3388922
Profanity0.14930901
Threat0.012751401
Severe Toxicity0.024631912
Moderate 0.46716887 Low Con 0.114 Identity Attack Identity_Assertion
Sep 13, 2025 Why Canadians Are Turning Against …
Biggest misake ever , linking any form of student visa, work visa, tfw work or whatever to a citizen path. Mutiple unaccounted for criss crossing paths. They were ridiculous paths to create, Libs, again incompetent. …
Biggest misake ever , linking any form of student visa, work visa, tfw work or whatever to a citizen path. Mutiple unaccounted for criss crossing paths. They were ridiculous paths to create, Libs, again incompetent. Then its the parent family sponsorhip crap that is even worse.They cant afford to be here, but money sent home, or better yet they apply to bring aging parents, entering the most costly health times of their lives to here, where everything is understress and they cant pay for it. But expect it.
Identity Attack0.055673428
Insult0.48627716
Profanity0.36230123
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.402
Nov 22, 2025 Quebec Ends Economic Immigration Program …
They smell and are very rude
They smell and are very rude
Identity Attack0.06158508
Insult0.46476576
Profanity0.25458565
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.367 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a wife/girlfriend with them, they're constantly berating her. I've found Indians are cheap but generally polite, the biggest problem is that there's just too damn many of them and they don't assimilate, so you become a stranger in your own hometown when they move in. I remember looking for a place to get takeout around my boyfriend's house and it was literally 90% Indian food, 10% pizza with butter chicken and tandoori toppings.
Identity Attack0.5135796
Insult0.4339631
Profanity0.4113413
Threat0.035113025
Severe Toxicity0.09649272
Moderate 0.46716887 Constructive 0.798 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
The main fraud is indian officials working in Canada Government sectors. They take bribe to approve indian visas with fake documents. fire all indian born officials first
Identity Attack0.55044734
Insult0.35849577
Profanity0.0913099
Threat0.16699752
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.162 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
Deport every body !
Deport every body !
Identity Attack0.22121479
Insult0.021198206
Profanity0.00030435115
Threat0.035095885
Severe Toxicity0.000030305675
Moderate 0.46686304
Apr 14, 2025
What's the suprise 😂 here? Canada's the hub of terrorism
What's the suprise 😂 here? Canada's the hub of terrorism
Identity Attack0.16617975
Insult0.21248518
Profanity0.00037376265
Threat0.0026304326
Severe Toxicity0.00001560253
Moderate 0.46584904
Dec 8, 2025 2 likes

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.