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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

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.

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Active: "Canada is doing more to …" 6,088 comments · Page 178 of 244
In Canada every Tim Hortons is like that it's become known as Singh Hortons Also real native Canadians don't like the word "assimilate" after what was done to the indigenous
In Canada every Tim Hortons is like that it's become known as Singh Hortons Also real native Canadians don't like the word "assimilate" after what was done to the indigenous
Identity Attack0.05976611
Insult0.030044744
Profanity0.012892825
Threat0.006427396
Severe Toxicity0.002040863
Low Tox 0.10175867 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very …
Canada should be the last country to be experiencing a migrant crisis considering its next to impossible to illegally immigrate there and most people are aiming to get to the USA instead. They were very selective in taking in Syrian refugees in 2015 and they were the only country in the Americas to not be impacted by The Venezuelan crisis. The govt brought this on themselves lol
Identity Attack0.053854458
Insult0.028612386
Profanity0.016889455
Threat0.007624879
Severe Toxicity0.0020885468
Low Tox 0.10175867 Moderate Con 0.438 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, …
STOP SPREADING HATE — CANADA IS FOR EVERYONE!” So what if the Indian population is growing? We’re all immigrants or descendants of immigrants — that’s the truth! People come here to study, to work hard, to build businesses, to pay taxes, and to make this country stronger, just like every generation before them. So stop pointing fingers. This is our Canada, built by all of us, together. Diversity isn’t the problem — it’s our power. 💪
Identity Attack0.053399716
Insult0.026831545
Profanity0.012722028
Threat0.0066733654
Severe Toxicity0.0020694733
Low Tox 0.10175867 Constructive 0.653 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Identity Attack0.10221587
Insult0.024897853
Profanity0.012243799
Threat0.0063108844
Severe Toxicity0.0023078918
Low Tox 0.10175867 Constructive 0.705 Policy_Critique
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Canada is threatening the American system because it is showing that a better healthcare and fair wages system that Americans are seeing and questioning their own
Canada is threatening the American system because it is showing that a better healthcare and fair wages system that Americans are seeing and questioning their own
Identity Attack0.04925346
Insult0.023866551
Profanity0.013644327
Threat0.011689849
Severe Toxicity0.0025749207
Low Tox 0.10175867 Low Con 0.232 Comparative_Framing
Jul 7, 2025 1 likes How Canada broke its immigration …
Khalistan is in Canada 😂
Khalistan is in Canada 😂
Identity Attack0.07921951
Insult0.035553806
Profanity0.026317406
Threat0.008919456
Severe Toxicity0.0063323975
Low Tox 0.10175867 Low Con 0.144
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s a challenge for teenagers in Canada (me included) to find jobs in fast food restaurants because of the gigantic amount of immigrants working these jobs already 😢
It’s a challenge for teenagers in Canada (me included) to find jobs in fast food restaurants because of the gigantic amount of immigrants working these jobs already 😢
Identity Attack0.09162762
Insult0.024382202
Profanity0.010450439
Threat0.006110225
Severe Toxicity0.0018978119
Low Tox 0.1013248 Constructive 0.546 Economic_Argument
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
6:51 ‘TDS Sports’ in Canada… is TDS the new LGBT? If you have TDS you are welcome here!
Identity Attack0.07921951
Insult0.022706337
Profanity0.015488927
Threat0.007314181
Severe Toxicity0.0027275085
Low Tox 0.1013248 Low Con 0.235 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
I hope Canada doesn’t keep making ppl work years for PR then pull the rug from under them. This isn’t fair and this will turn skilled workers away. 🙄🤨😒🙈🙉🙊
Identity Attack0.014249804
Insult0.033570543
Profanity0.016957775
Threat0.009074804
Severe Toxicity0.0023174286
Low Tox 0.10089093 Moderate Con 0.435 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Draining our system all over Canada
Draining our system all over Canada
Identity Attack0.0233943
Insult0.022512967
Profanity0.016479544
Threat0.032695748
Severe Toxicity0.0037193298
Low Tox 0.10089093 Low Con 0.257 Unverified_Claim
Jul 5, 2025 2 likes How Canada broke its immigration …
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
Identity Attack0.061130337
Insult0.02103047
Profanity0.015967157
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.10089093 Moderate Con 0.434 Humor_Satire
Jan 11, 2026 Deportations From Canada at Their …
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
PRETTY SURE WE DCNT SELL WEAPONS AT 711 TYLER. THIS IS CANADA...KIND OF
Identity Attack0.037136484
Insult0.019934712
Profanity0.01490822
Threat0.023544617
Severe Toxicity0.004825592
Low Tox 0.10089093 Low Con 0.229 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada “used” to be considered the cleanest country 😂
Canada “used” to be considered the cleanest country 😂
Identity Attack0.049989145
Insult0.030154925
Profanity0.015864678
Threat0.006763986
Severe Toxicity0.0028800964
Low Tox 0.10089093 Low Con 0.216 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Identity Attack0.037909906
Insult0.02373764
Profanity0.011663092
Threat0.009592636
Severe Toxicity0.0025939941
Low Tox 0.10089093 Moderate Con 0.331 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Canada is allowing another invasion while trying to reconcile the first one.
Canada is allowing another invasion while trying to reconcile the first one.
Identity Attack0.051808115
Insult0.023221988
Profanity0.01220964
Threat0.008815889
Severe Toxicity0.0025939941
Low Tox 0.10089093 Low Con 0.156 Fear_Threat
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
Canada is a land of immigrants this is wonderful.
Canada is a land of immigrants this is wonderful.
Identity Attack0.07012023
Insult0.023866551
Profanity0.01764096
Threat0.006641001
Severe Toxicity0.002822876
Low Tox 0.10089093 Moderate Con 0.489 Solidarity
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed …
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed jobs for youth, etc.
Identity Attack0.027011903
Insult0.036214896
Profanity0.010945748
Threat0.007974415
Severe Toxicity0.0018119812
Low Tox 0.10089093 Constructive 0.511 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Did some sons to immigrants in Brampton too maybe convert to Christianity after being born in Canada to Sikhs some of whom were authoritarian in Brampton too same as authoritarian minded men and women from …
Did some sons to immigrants in Brampton too maybe convert to Christianity after being born in Canada to Sikhs some of whom were authoritarian in Brampton too same as authoritarian minded men and women from every other kind of family background are like sometimes. Would be interesting to find out how they mangaged to survive after choosing to leave the faith of their parents behind them.
Identity Attack0.06658725
Insult0.028392024
Profanity0.012551232
Threat0.0064468146
Severe Toxicity0.0019264221
Low Tox 0.10089093 Constructive 0.645 Personal_Narrative
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs to start enforcing on a mass scale. They’re complaining how much it cost to deport illegals but it’s way cheaper than all the social and welfare services they get if they remain here
Canada needs to start enforcing on a mass scale. They’re complaining how much it cost to deport illegals but it’s way cheaper than all the social and welfare services they get if they remain here
Identity Attack0.06613251
Insult0.024897853
Profanity0.010979908
Threat0.009437286
Severe Toxicity0.0025749207
Low Tox 0.10045706 Moderate Con 0.306 Economic_Argument
Dec 24, 2025 4 likes Deportations From Canada at Their …
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Identity Attack0.06158508
Insult0.0279513
Profanity0.015420608
Threat0.006427396
Severe Toxicity0.0019359589
Low Tox 0.10045706 Moderate Con 0.322 Identity_Assertion
Jun 20, 2025 11 likes How Canada broke its immigration …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely they added value - now they have been all used up- time to show some of these Canadian’s true colours ? Some Canadians - hopefully just a minority
Identity Attack0.06431354
Insult0.027730936
Profanity0.011082385
Threat0.007327127
Severe Toxicity0.0022411346
Low Tox 0.10045706 Moderate Con 0.41
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
Identity Attack0.06795148
Insult0.021094928
Profanity0.013985921
Threat0.011042561
Severe Toxicity0.002822876
Low Tox 0.10045706 Low Con 0.243 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
I this point canada is not named canada anymore its should be named ugo "unidentified ground object"
Identity Attack0.051353373
Insult0.032138187
Profanity0.0118680475
Threat0.009178371
Severe Toxicity0.0034332275
Low Tox 0.10002319 Low Con 0.198 Humor_Satire
Sep 14, 2025 1 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.