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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 814 of 1230
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...
Where are the like Canadians whose ancestors were from there. WHAT IS HAPPENING TO MY BELOVED COUNTRY
Where are the like Canadians whose ancestors were from there. WHAT IS HAPPENING TO MY BELOVED COUNTRY
Identity Attack0.055218685
Insult0.023608726
Profanity0.01220964
Threat0.007262398
Severe Toxicity0.003376007
Low Tox 0.10175867 Moderate Con 0.427 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the …
India has Left-Hand traffic. They come here and drive in a Right-Hand traffic country with no license. That's why insurance in Brampton is $700/month. They also hijacked the trucking business and cause pileups on the roads almost weekly.
Identity Attack0.060220852
Insult0.028722567
Profanity0.018665737
Threat0.008712323
Severe Toxicity0.0026893616
Low Tox 0.10175867 Moderate Con 0.435 Unverified_Claim
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me know when people are deported or in jail for it. I wont hold my breath as I would die from the lack of accountability.
Let me know when people are deported or in jail for it. I wont hold my breath as I would die from the lack of accountability.
Identity Attack0.008583503
Insult0.019741343
Profanity0.014771583
Threat0.032005094
Severe Toxicity0.002231598
Low Tox 0.10175867 Moderate Con 0.365 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Indians and South asians are majority of Brampton total population.
Indians and South asians are majority of Brampton total population.
Identity Attack0.1007269
Insult0.024640027
Profanity0.022764845
Threat0.007598988
Severe Toxicity0.0029563904
Low Tox 0.10175867 Moderate Con 0.311 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration …
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration used to be fair and well vetted. Time to stop the woke / Lib rules
Identity Attack0.039714564
Insult0.036545437
Profanity0.012141321
Threat0.006304411
Severe Toxicity0.0016880035
Low Tox 0.10175867 Constructive 0.634
Nov 23, 2025 12 likes Quebec Ends Economic Immigration Program …
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Tamils Punjabi Indians Muslims Chinese Bangladesh Philippinos
Identity Attack0.10221587
Insult0.045007613
Profanity0.06044999
Threat0.012181788
Severe Toxicity0.010757446
Low Tox 0.10175867 Low Con 0.249 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
sell among themselves , live among themselves is tru no lies
sell among themselves , live among themselves is tru no lies
Identity Attack0.005253696
Insult0.028392024
Profanity0.022423252
Threat0.009307829
Severe Toxicity0.002231598
Low Tox 0.10175867 Low Con 0.139
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop bringing ppl here for awhile...bring 250000 over the next 50 yrs
Stop bringing ppl here for awhile...bring 250000 over the next 50 yrs
Identity Attack0.038167715
Insult0.020966014
Profanity0.01402008
Threat0.010162249
Severe Toxicity0.0031089783
Low Tox 0.10175867 Low Con 0.198
Jan 4, 2026 1 likes New rules, regulations take effect …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
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...
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 invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
It's a invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
Identity Attack0.04667538
Insult0.023479814
Profanity0.01846078
Threat0.007935578
Severe Toxicity0.002670288
Low Tox 0.10175867 Low Con 0.188
Dec 30, 2025 Deportations From Canada at Their …
Time to call ICE and sweep the whole place clean
Time to call ICE and sweep the whole place clean
Identity Attack0.006289636
Insult0.019032324
Profanity0.02030538
Threat0.065292306
Severe Toxicity0.0059127808
Low Tox 0.10175867 Low Con 0.255 Call_To_Action
Feb 24, 2026 Inside Canada's Indian Invasion...
What a joke 🤣🤣🤣🤣
What a joke 🤣🤣🤣🤣
Identity Attack0.0032743104
Insult0.030485468
Profanity0.027683776
Threat0.0067769317
Severe Toxicity0.002746582
Low Tox 0.10175867 Low Con 0.243 Humor_Satire
Jan 6, 2026 New rules, regulations take effect …
2:05 this guy gets it
2:05 this guy gets it
Identity Attack0.010803374
Insult0.022384055
Profanity0.05168226
Threat0.014393489
Severe Toxicity0.0049972534
Low Tox 0.10175867 Moderate Con 0.305 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton ward 4 - punjabi organized crime, safehouses
Brampton ward 4 - punjabi organized crime, safehouses
Identity Attack0.04667538
Insult0.034562174
Profanity0.020851927
Threat0.011819307
Severe Toxicity0.004673004
Low Tox 0.10175867 Low Con 0.212
Oct 1, 2025 2 likes IRCC Names India in Study …
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
Identity Attack0.020781586
Insult0.027841117
Profanity0.0138151245
Threat0.022853967
Severe Toxicity0.0024032593
Low Tox 0.10175867 Low Con 0.25
Oct 1, 2025 IRCC Names India in Study …
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)
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as …
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as my ex was abusive and a cop took the time to start the process and my ex got deported
Identity Attack0.025806036
Insult0.032138187
Profanity0.01764096
Threat0.01086132
Severe Toxicity0.0020885468
Low Tox 0.10175867 Constructive 0.833 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
The transition at 4:52 LMAO
The transition at 4:52 LMAO
Identity Attack0.009064475
Insult0.019676886
Profanity0.075792134
Threat0.010783645
Severe Toxicity0.0063705444
Low Tox 0.10175867 Low Con 0.214
Jan 27, 2026 19 likes 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...
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 …
Canadians need to turn their backs not be prepared.
Canadians need to turn their backs not be prepared.
Identity Attack0.13704848
Insult0.0076842983
Profanity0.00013192254
Threat0.0013609502
Severe Toxicity0.000011758935
Low Tox 0.10136195 Call_To_Action
Dec 10, 2025
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the …
Wow what a beautiful commercial once again trying to project the refugees at the expense of the Canadian tax payer ... how much to make this CBC ? What ever just add it to the crushing debt we will pay for years to come thanks Liberals!!
Identity Attack0.029402243
Insult0.033570543
Profanity0.011902207
Threat0.007081157
Severe Toxicity0.0019454956
Low Tox 0.1013248 Moderate Con 0.313
Nov 6, 2018 How much do refugees and …

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.