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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 441 of 1230
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally …
I live here , no mention of the violence between the Sikh and Hindu groups (even parking lot riots) and the religious stuff put in the creeks and the Credit river and rooming houses generally do not allow cooking so trash from takeout every where they eat while walking home and throw it beside the sidewalks and in 30 minutes I could drive you by dozens of food trucks near bus stops and now the highest car insurance in Canada I have Indian friends and neighbors who complain about it
Identity Attack0.36702603
Insult0.23237456
Profanity0.032894265
Threat0.012803185
Severe Toxicity0.012435913
Moderate 0.32182294 Constructive 0.687 Personal_Narrative
Dec 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Gross
Gross
Identity Attack0.021987455
Insult0.24928534
Profanity0.17520344
Threat0.0083886795
Severe Toxicity0.012054443
Moderate 0.32182294 Moderate Con 0.482
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport!
Deport!
Identity Attack0.18002926
Insult0.08484049
Profanity0.03339528
Threat0.056563694
Severe Toxicity0.014769804
Moderate 0.32182294 Moderate Con 0.354
Feb 15, 2026 Inside Canada's Indian Invasion...
Deport!
Deport!
Identity Attack0.18002926
Insult0.08484049
Profanity0.03339528
Threat0.056563694
Severe Toxicity0.014769804
Moderate 0.32182294 Moderate Con 0.35
Aug 27, 2025 Why Canadians Are Turning Against …
chinise invas8on at the university
chinise invas8on at the university
Identity Attack0.36598656
Insult0.08558089
Profanity0.1110661
Threat0.03718498
Severe Toxicity0.018320406
Moderate 0.32182294 Low Con 0.283
Aug 26, 2025 Why Canadians Are Turning Against …
Immigrant apocalypse 😅
Immigrant apocalypse 😅
Identity Attack0.32476485
Insult0.191015
Profanity0.07934829
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.32182294 Moderate Con 0.321 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Deport!
Deport!
Identity Attack0.17847598
Insult0.08484049
Profanity0.03389629
Threat0.05753354
Severe Toxicity0.014769804
Moderate 0.32182294 Moderate Con 0.35
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
Identity Attack0.011617327
Insult0.16337912
Profanity0.05393682
Threat0.12076248
Severe Toxicity0.015350811
Moderate 0.32182294 Low Con 0.192 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. …
I have met some really good indians from the plder generation that came here in 90s....but most of the ones that have come here on last 6 years are absolutely the bottom of the barreel. Even the older indians are hating on the new ones.
Identity Attack0.37655997
Insult0.16897665
Profanity0.1352073
Threat0.013321015
Severe Toxicity0.01483436
Moderate 0.32182294 Constructive 0.566
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of …
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of families have built to go to those families. I’m not racist for looking at the blatant voter fraud and importation of 3rd world individuals in the masses as a problem, and there certainly isn’t a chance we will shut up and allow it to happen.
Identity Attack0.29035977
Insult0.24767025
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.012130737
Moderate 0.32182294 Constructive 0.593 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
If u have got any problem then that's your problem. I will go to Canada or usa or anywhere i want. Who are you to stop me 😂😂😂😂😂😂😂😂😂
If u have got any problem then that's your problem. I will go to Canada or usa or anywhere i want. Who are you to stop me 😂😂😂😂😂😂😂😂😂
Identity Attack0.04306607
Insult0.09270445
Profanity0.06195303
Threat0.030278467
Severe Toxicity0.013607788
Moderate 0.32182294 Moderate Con 0.377 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Gross
Gross
Identity Attack0.021987455
Insult0.24928534
Profanity0.17520344
Threat0.0083886795
Severe Toxicity0.012054443
Moderate 0.32182294 Moderate Con 0.482
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
There are 54 countries on the continent of Africa to make a statement like that is very disappointing. There are bad people in all ethnicities💁🏽‍♀️
There are 54 countries on the continent of Africa to make a statement like that is very disappointing. There are bad people in all ethnicities💁🏽‍♀️
Identity Attack0.33352965
Insult0.16809943
Profanity0.07967158
Threat0.008246276
Severe Toxicity0.010070801
Moderate 0.32182294 Moderate Con 0.458
Jan 27, 2026 Inside Canada's Indian Invasion...
They imported millions to destroy our votes.
They imported millions to destroy our votes.
Identity Attack0.23618884
Insult0.16337912
Profanity0.02932342
Threat0.05268431
Severe Toxicity0.010910034
Moderate 0.32182294 Low Con 0.197
Jan 20, 2026 Why Canada’s immigration system has …
Do a video about how different ethnic groups and races feel about white Americans & Europeans ? In regards to colonization and stolen artifacts whitewashing history etc India 🇮🇳 Hawaiians black Americans, Mexican Hispanic Latinos, …
Do a video about how different ethnic groups and races feel about white Americans & Europeans ? In regards to colonization and stolen artifacts whitewashing history etc India 🇮🇳 Hawaiians black Americans, Mexican Hispanic Latinos, Cubans Caribbeans etc
Identity Attack0.39207554
Insult0.12883772
Profanity0.027820412
Threat0.0086087575
Severe Toxicity0.0118255615
Moderate 0.32182294 Moderate Con 0.453
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for debunking the nonsense on the internet.
Thanks for debunking the nonsense on the internet.
Identity Attack0.004236255
Insult0.31740165
Profanity0.07320584
Threat0.006712203
Severe Toxicity0.003452301
Moderate 0.32182294 Moderate Con 0.301
Feb 7, 2019 How much do refugees and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Canadian govt is spineless
Canadian govt is spineless
Identity Attack0.19298288
Insult0.27763805
Profanity0.085167445
Threat0.008285114
Severe Toxicity0.008277893
Moderate 0.32182294 Low Con 0.23
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Mass deportations ❤
Mass deportations ❤
Identity Attack0.28034934
Insult0.06826523
Profanity0.04291453
Threat0.064645745
Severe Toxicity0.018836858
Moderate 0.32182294 Moderate Con 0.342 Call_To_Action
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a white person I’ve noticed for a long time but it can’t say anything cause I’ll be labelled racist
As a white person I’ve noticed for a long time but it can’t say anything cause I’ll be labelled racist
Identity Attack0.35299334
Insult0.09563028
Profanity0.12158839
Threat0.012078222
Severe Toxicity0.012435913
Moderate 0.32182294 Moderate Con 0.464 Identity_Assertion
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Noticing this pattern too often now Indians will say their country is best. Proceed to move to usa uk etc Will say they have best culture Proceed to wear American western European clothing enjoy english …
Noticing this pattern too often now Indians will say their country is best. Proceed to move to usa uk etc Will say they have best culture Proceed to wear American western European clothing enjoy english and Christmas but frown upon their own culture customs as outdated Will claim they have the best people on the world. But still kiss the boots of a white man and frown upon their own brown little jeets Will say they have best this thya But depend on foreign tech forieng brands forieng accent etc.
Identity Attack0.3817989
Insult0.23237456
Profanity0.18663849
Threat0.049774777
Severe Toxicity0.023076924
Moderate 0.32182294 Moderate Con 0.335
Jan 27, 2026 Inside Canada's Indian Invasion...
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
CanaDUH is so r€t@rded that they let their TDS effect their voting. They earned the take over by electing Carney. Voting has consequences Canucks
Identity Attack0.034558404
Insult0.26957804
Profanity0.22105443
Threat0.008194493
Severe Toxicity0.011978149
Moderate 0.32182294 Low Con 0.141 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow. Just like MAGA. Hate of others
Wow. Just like MAGA. Hate of others
Identity Attack0.09080041
Insult0.18480228
Profanity0.038655918
Threat0.013165667
Severe Toxicity0.0075531006
Moderate 0.32182294 Low Con 0.158
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Que isso não aconteça com o meu país , Brasil , já temos problemas demais com o governo terrorista que está no poder .
Que isso não aconteça com o meu país , Brasil , já temos problemas demais com o governo terrorista que está no poder .
Identity Attack0.11860296
Insult0.36537176
Profanity0.06345607
Threat0.012803185
Severe Toxicity0.015479924
Moderate 0.32182294 Low Con 0.295 Comparative_Framing
Feb 26, 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.