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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: "its not JUST Canada its …" 6,088 comments · Page 77 of 244
Canada needs to deport them all
Canada needs to deport them all
Identity Attack0.31307843
Insult0.10294484
Profanity0.049678206
Threat0.16383497
Severe Toxicity0.01754573
Moderate 0.3666224 Low Con 0.151 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is a direct result of the worst Prime Minister Canada has ever seen: Justin Trudeau.
This is a direct result of the worst Prime Minister Canada has ever seen: Justin Trudeau.
Identity Attack0.029144434
Insult0.39297962
Profanity0.025087673
Threat0.007793174
Severe Toxicity0.00667572
Moderate 0.3666224 Low Con 0.124 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now i left because too many competition and no more the peace. I hated populations.
Identity Attack0.39677486
Insult0.21836096
Profanity0.082581155
Threat0.011974656
Severe Toxicity0.014253352
Moderate 0.3666224 Constructive 0.657 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians but they never colonised anyone so in this situation i support them over european heritage folks who dont believe in god.
Identity Attack0.39677486
Insult0.16124763
Profanity0.059948977
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3666224 Constructive 0.607 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
You can't say every Indian there are robbing. My niece moved to Canada as a student, studied there 6 yrs works in as a software engineer.
Identity Attack0.4054415
Insult0.26957804
Profanity0.08613731
Threat0.008375733
Severe Toxicity0.011978149
Moderate 0.3666224 Constructive 0.681 Personal_Narrative
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Taking over Canada 😡😡😡!!! GET OUT!
Taking over Canada 😡😡😡!!! GET OUT!
Identity Attack0.19495805
Insult0.19500497
Profanity0.054437835
Threat0.05688698
Severe Toxicity0.017933069
Moderate 0.36456755 Low Con 0.17 Fear_Threat
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Already ruined Canada , deport them .
Already ruined Canada , deport them .
Identity Attack0.23922618
Insult0.21368977
Profanity0.02474608
Threat0.20178549
Severe Toxicity0.015996376
Moderate 0.36456755 Low Con 0.137
Sep 29, 2025 IRCC Names India in Study …
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
Identity Attack0.3825363
Insult0.24928534
Profanity0.27882218
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.36456755 Moderate Con 0.498
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
7:32 this guy is such a “typical white guy” in Canada….
7:32 this guy is such a “typical white guy” in Canada….
Identity Attack0.43896464
Insult0.16831873
Profanity0.031140719
Threat0.0074824756
Severe Toxicity0.012962224
Moderate 0.36456755 Low Con 0.246 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is gone. Indians Are over taking soon you will be like Indian
Canada is gone. Indians Are over taking soon you will be like Indian
Identity Attack0.41975367
Insult0.17858955
Profanity0.06345607
Threat0.019918699
Severe Toxicity0.020257099
Moderate 0.36456755 Low Con 0.16
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
It's as if Canada is filling up with Indians so America won't want to take them over
It's as if Canada is filling up with Indians so America won't want to take them over
Identity Attack0.4482637
Insult0.16773392
Profanity0.06195303
Threat0.011741633
Severe Toxicity0.015157142
Moderate 0.36456755 Low Con 0.182 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful …
Brampton next to airport what do you expect from these people the church people must also help there poor as well those poor white people don't look happy the churches need to he more helpful to them so much food is wasted in big cities empty houses buildings grabbed up by real estate investors high rents blaming a town of Indian for whole Canada problems all cities in Canada have GREED PROBLEMS
Identity Attack0.3817989
Insult0.25007802
Profanity0.024267852
Threat0.008531082
Severe Toxicity0.011978149
Moderate 0.36456755 Constructive 0.568
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I would rather be called racist than having this in my country. Rip Canada
I would rather be called racist than having this in my country. Rip Canada
Identity Attack0.37222284
Insult0.17486192
Profanity0.053435806
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.36456755 Moderate Con 0.406 Fear_Threat
Feb 26, 2026 10 likes Inside Canada's Indian Invasion...
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
It seems this is happening all over the world, USA, Canada, Australia, Japan, when will it end? Erecting a giant blue demon would have made me move immediately.
Identity Attack0.023997234
Insult0.0836065
Profanity0.27005023
Threat0.04167421
Severe Toxicity0.022064678
Moderate 0.36456755 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high …
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high crime rate (((((((((((((((((((((((
Identity Attack0.10815793
Insult0.34626248
Profanity0.038906425
Threat0.0287245
Severe Toxicity0.011367798
Moderate 0.36456755 Moderate Con 0.486 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
They are all fake students now working in remote regions of Canada.
They are all fake students now working in remote regions of Canada.
Identity Attack0.11163961
Insult0.40243408
Profanity0.030890211
Threat0.006977591
Severe Toxicity0.006980896
Moderate 0.36456755 Low Con 0.172
Sep 28, 2025 239 likes IRCC Names India in Study …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods …
Imagine these people build a 20ft tall statue and say it is god and puts it near the road for all to see, really?? Who is really in charge in Canada. All these false gods with eight hands?? They are just inviting destruction on Canada!!
Identity Attack0.29035977
Insult0.2817503
Profanity0.040158957
Threat0.05721026
Severe Toxicity0.014447021
Moderate 0.3625127 Low Con 0.208 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument would he have against that?
Identity Attack0.458714
Insult0.14150882
Profanity0.047173142
Threat0.060766358
Severe Toxicity0.01683561
Moderate 0.3625127 Moderate Con 0.456 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Indians will be running Canada in the next 25-30 years. Cry more 😂🤣
Identity Attack0.3857254
Insult0.17858955
Profanity0.049678206
Threat0.014220826
Severe Toxicity0.016512826
Moderate 0.3625127 Low Con 0.097 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the …
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the land and assimilate into their culture, not impose your own. Sure you can celebrate stuff like religious holidays but trying to fight for an independent state is just absurd, selfish and the same behaviour as any other coloniser.
Identity Attack0.14019285
Insult0.38852
Profanity0.025907494
Threat0.007145886
Severe Toxicity0.006790161
Moderate 0.3625127 Constructive 0.629 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008867673
Severe Toxicity0.016900165
Moderate 0.3625127 Low Con 0.282
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme …
Canada is in trouble. European countries are now removing Muslims as they have had enough. The US are doing the same. Will this mean these folks will head to Canada. In every country that extreme Muslims moved into their negative behaviour had a major impact on the citizenry. And these countries are no longer tolerating this.
Identity Attack0.46028158
Insult0.16551061
Profanity0.026044132
Threat0.04880493
Severe Toxicity0.015673593
Moderate 0.3625127 Constructive 0.557 Fear_Threat
Dec 25, 2025 2 likes Deportations From Canada at Their …

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.