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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

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30,738 comments · Page 830 of 1230
I'll be waiting for your apologies slandering me and my 100k+ Canadian ICE salary
I'll be waiting for your apologies slandering me and my 100k+ Canadian ICE salary
Identity Attack0.0052906936
Insult0.03312982
Profanity0.01309778
Threat0.008220384
Severe Toxicity0.0018310547
Low Tox 0.09611836 Moderate Con 0.359
Jan 20, 2026 2.9 million Canadian temporary visas …
As long as we roll out the welfare red carpet they'll keep coming
As long as we roll out the welfare red carpet they'll keep coming
Identity Attack0.025605056
Insult0.026058068
Profanity0.01535229
Threat0.009722093
Severe Toxicity0.0031280518
Low Tox 0.09611836 Low Con 0.232 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
17:06 😂😂whole thing recorded
17:06 😂😂whole thing recorded
Identity Attack0.0103594
Insult0.018065477
Profanity0.054437835
Threat0.01238892
Severe Toxicity0.0061035156
Low Tox 0.09611836 Moderate Con 0.339 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Canada cant help people who are born here! And supported the government most of their life! But they get nothing.
Identity Attack0.04641757
Insult0.027841117
Profanity0.012448754
Threat0.0065956907
Severe Toxicity0.0018882751
Low Tox 0.09611836 Moderate Con 0.344 Moral_Argument
Dec 29, 2025 Deportations From Canada at Their …
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada. the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals …
Even skilled trade jobs are marketed to international students as a pathway to obtain permanent residency in Canada. the Canadian immigration system currently faces issues with corruption. This environment creates opportunities for scams, prompting individuals to engage in various forms of fraud to gain extra points and secure invitations for permanent residency. On housing, seems that the government is attempting to inflate housing prices, as this strategy significantly boosts the economy by presenting favorable GDP figures on paper.
Identity Attack0.017465452
Insult0.046178754
Profanity0.016172111
Threat0.006977591
Severe Toxicity0.0019454956
Low Tox 0.09611836 Moderate Con 0.484 Unverified_Claim
Jun 23, 2025 How Canada broke its immigration …
Maybe you should investigate what’s happening with the billionaires of the world and that corruption
Maybe you should investigate what’s happening with the billionaires of the world and that corruption
Identity Attack0.008768492
Insult0.0350029
Profanity0.0157622
Threat0.006822242
Severe Toxicity0.001411438
Low Tox 0.09611836 Low Con 0.16 Policy_Critique
Feb 5, 2026 Inside Canada's Indian Invasion...
04:54 ffs LOL
04:54 ffs LOL
Identity Attack0.0039402717
Insult0.022964163
Profanity0.098067984
Threat0.007249452
Severe Toxicity0.0077056885
Low Tox 0.09611836 Low Con 0.232 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's the quality of immigration now. We seem to be bringing in the bottom of the bottom.
It's the quality of immigration now. We seem to be bringing in the bottom of the bottom.
Identity Attack0.047190998
Insult0.022899706
Profanity0.014088398
Threat0.0071588317
Severe Toxicity0.001964569
Low Tox 0.09611836 Moderate Con 0.315
Jan 20, 2026 28 likes Why Canada’s immigration system has …
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
Identity Attack0.06158508
Insult0.023866551
Profanity0.017709278
Threat0.0072235605
Severe Toxicity0.002861023
Low Tox 0.09611836 Low Con 0.228 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I used to live in Brampton all my cousins aunts uncles parents cousins we have all moved out due to the safety and mass immigration
I used to live in Brampton all my cousins aunts uncles parents cousins we have all moved out due to the safety and mass immigration
Identity Attack0.057492398
Insult0.019870255
Profanity0.016616182
Threat0.0069905366
Severe Toxicity0.002670288
Low Tox 0.09611836 Constructive 0.584 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Sounds like micro aggression disguised.
Sounds like micro aggression disguised.
Identity Attack0.004994711
Insult0.018967867
Profanity0.022013342
Threat0.022163315
Severe Toxicity0.0031661987
Low Tox 0.09611836 Low Con 0.225 Moral_Argument
Aug 29, 2025 Why Canadians Are Turning Against …
Loved this video as an Indian hahah
Loved this video as an Indian hahah
Identity Attack0.06340405
Insult0.019870255
Profanity0.041912504
Threat0.010447056
Severe Toxicity0.0050354004
Low Tox 0.09568449 Moderate Con 0.461 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
guy on the bikes been waiting for Tyler to interview him his whole life 😂😂😂
guy on the bikes been waiting for Tyler to interview him his whole life 😂😂😂
Identity Attack0.0050687063
Insult0.024382202
Profanity0.028913507
Threat0.00951496
Severe Toxicity0.003528595
Low Tox 0.09568449 Low Con 0.27 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy on the bike lol
That guy on the bike lol
Identity Attack0.00621564
Insult0.026960457
Profanity0.036651865
Threat0.010084574
Severe Toxicity0.0037574768
Low Tox 0.09568449 Moderate Con 0.338 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There is christ in india till the 19th century, now everywhere churchs , don't hate just accept
There is christ in india till the 19th century, now everywhere churchs , don't hate just accept
Identity Attack0.057037655
Insult0.020772645
Profanity0.02303812
Threat0.007534259
Severe Toxicity0.0028800964
Low Tox 0.09568449 Moderate Con 0.352 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
Identity Attack0.016259583
Insult0.030926194
Profanity0.011646013
Threat0.011612174
Severe Toxicity0.0019741058
Low Tox 0.09568449 Moderate Con 0.393 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Amen its about time canadians canada first ffs
Amen its about time canadians canada first ffs
Identity Attack0.052035484
Insult0.029273475
Profanity0.03389629
Threat0.0097738765
Severe Toxicity0.004043579
Low Tox 0.09568449 Moderate Con 0.339
Nov 23, 2025 Quebec Ends Economic Immigration Program …
The question is why those responsible for these failures are not in jail?
The question is why those responsible for these failures are not in jail?
Identity Attack0.003921773
Insult0.025542418
Profanity0.012961143
Threat0.045572113
Severe Toxicity0.0024032593
Low Tox 0.09568449 Low Con 0.207
Sep 30, 2025 20 likes IRCC Names India in Study …
hey tyler bud you lookin a lil cold there Eh 🤣
hey tyler bud you lookin a lil cold there Eh 🤣
Identity Attack0.0056236745
Insult0.026444806
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.004005432
Low Tox 0.09568449 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent …
This is all of canada, by the way. There might be areas that are more concentrated. But I would go to say that there's places that are at least forty creeping up on fifty percent east India. Now in all parts of Canada. Not to say there isn't chinese filipino.Everything else here.But, yeah, east indian is number one right now 🎉
Identity Attack0.09162762
Insult0.022770792
Profanity0.01620627
Threat0.006925808
Severe Toxicity0.002298355
Low Tox 0.09568449 Constructive 0.579 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember everybody this is the governments fault
Remember everybody this is the governments fault
Identity Attack0.014450782
Insult0.028392024
Profanity0.018324144
Threat0.007624879
Severe Toxicity0.001707077
Low Tox 0.09568449 Low Con 0.178 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration consultants want more immigration. Wow.
Immigration consultants want more immigration. Wow.
Identity Attack0.04641757
Insult0.021288296
Profanity0.01261955
Threat0.006382086
Severe Toxicity0.0019073486
Low Tox 0.09568449 Low Con 0.221 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
I love the Monkey King statue
I love the Monkey King statue
Identity Attack0.008583503
Insult0.026831545
Profanity0.072882555
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.09568449 Moderate Con 0.333 Meta_Commentary
Jan 27, 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.