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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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30,738 comments · Page 891 of 1230
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system …
It's true we're not making babies because we're paying taxes out of our yin yang and we can't even make our own babies they got it right they know it and they're using our system exactly to do that
Identity Attack0.014953227
Insult0.023866551
Profanity0.020851927
Threat0.006589218
Severe Toxicity0.0022602081
Low Tox 0.06381883 Moderate Con 0.422 Unverified_Claim
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
This has happened to our town too it looks like a foreign country in the evening
This has happened to our town too it looks like a foreign country in the evening
Identity Attack0.034816213
Insult0.017227544
Profanity0.017436003
Threat0.00789674
Severe Toxicity0.0023460388
Low Tox 0.06381883 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
All parties exist in Ottawa are supporting unvetted mass immigration so they get their votes.
All parties exist in Ottawa are supporting unvetted mass immigration so they get their votes.
Identity Attack0.029402243
Insult0.020385906
Profanity0.010177165
Threat0.0064532873
Severe Toxicity0.001449585
Low Tox 0.06381883 Low Con 0.195 Unverified_Claim
Jun 17, 2025 How Canada broke its immigration …
the fist says it all, commythinking on display. muh labour party.
the fist says it all, commythinking on display. muh labour party.
Identity Attack0.005956655
Insult0.023093075
Profanity0.018187506
Threat0.008867673
Severe Toxicity0.0018978119
Low Tox 0.06381883 Low Con 0.17 Humor_Satire
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the promise land 😂😂
This is the promise land 😂😂
Identity Attack0.010507392
Insult0.01625293
Profanity0.026044132
Threat0.009437286
Severe Toxicity0.0036621094
Low Tox 0.06381883 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the promise land 😂😂
This is the promise land 😂😂
Identity Attack0.010507392
Insult0.01625293
Profanity0.026044132
Threat0.009437286
Severe Toxicity0.0036621094
Low Tox 0.06381883 Moderate Con 0.305 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
Malaysia and Brunei were also British colonies. We can't always blame colonialism
Malaysia and Brunei were also British colonies. We can't always blame colonialism
Identity Attack0.04280826
Insult0.01838776
Profanity0.019963788
Threat0.007909686
Severe Toxicity0.0019550323
Low Tox 0.06381883 Moderate Con 0.395 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
there's been big Indian communities in Ontario since the beginning of Canada
there's been big Indian communities in Ontario since the beginning of Canada
Identity Attack0.058401883
Insult0.017088935
Profanity0.017845914
Threat0.006809296
Severe Toxicity0.002002716
Low Tox 0.06381883 Moderate Con 0.334 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You better pray to god only
You better pray to god only
Identity Attack0.020178653
Insult0.019225692
Profanity0.017845914
Threat0.007417747
Severe Toxicity0.0025367737
Low Tox 0.06381883 Low Con 0.298 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I wish we would all be as honest as bike dude.
I wish we would all be as honest as bike dude.
Identity Attack0.0062526376
Insult0.025284592
Profanity0.020783609
Threat0.007741391
Severe Toxicity0.0020503998
Low Tox 0.06381883 Moderate Con 0.475 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
When you taste your own medicine .
When you taste your own medicine .
Identity Attack0.0035517942
Insult0.022899706
Profanity0.016547862
Threat0.0071070488
Severe Toxicity0.001707077
Low Tox 0.06381883 Low Con 0.286 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Strange this test isnt in Hindi, loooool. Thank you so much. This's very helpful.
Identity Attack0.023595277
Insult0.01929015
Profanity0.049177196
Threat0.008712323
Severe Toxicity0.0031852722
Low Tox 0.06381883 Constructive 0.511 Humor_Satire
Jun 30, 2025 1 likes Canadian Citizenship Test 2025 – …
It's called replacement migration. Bye now
It's called replacement migration. Bye now
Identity Attack0.019575719
Insult0.017227544
Profanity0.017299367
Threat0.009385503
Severe Toxicity0.0025177002
Low Tox 0.06381883 Low Con 0.214
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro what is that thumbnail genuinely 💔💔
Bro what is that thumbnail genuinely 💔💔
Identity Attack0.006992595
Insult0.014314918
Profanity0.032142747
Threat0.010913103
Severe Toxicity0.0041007996
Low Tox 0.06381883 Moderate Con 0.352 Meta_Commentary
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Identity Attack0.023548502
Insult0.017901845
Profanity0.00020274693
Threat0.0004809652
Severe Toxicity0.0000057603065
Low Tox 0.06357931 Unverified_Claim
Apr 15, 2025
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
They are sending money back to their countries, no one is talking about this. Canadian dollars are being drained out.
Identity Attack0.038425524
Insult0.019547975
Profanity0.011646013
Threat0.0064597605
Severe Toxicity0.0013637543
Low Tox 0.063423134 Moderate Con 0.318
Sep 21, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do …
Why does the govt never never never ever do anything that the majority of Canadians want? We want, the economy, immigration, crime.pipelines, natural resources harvesting, trade with US and on and on. They never do any of these. Say what you want about Donald Trump but HE GETS THINGS DONE!! Says he's gonna get control of immigration, he gets control. Gonna drill baby drill. He drills. Get trade deals, he gets trade deals. God bless America God bless Donald Trump
Identity Attack0.014249804
Insult0.023028618
Profanity0.012175481
Threat0.00814271
Severe Toxicity0.0024414062
Low Tox 0.063423134 Constructive 0.557 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada went from being native American to Anglo to Indian.
Canada went from being native American to Anglo to Indian.
Identity Attack0.056582913
Insult0.019096779
Profanity0.015693882
Threat0.007029374
Severe Toxicity0.0023078918
Low Tox 0.063423134 Low Con 0.216 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Identity Attack0.031980325
Insult0.023995465
Profanity0.010057608
Threat0.006848133
Severe Toxicity0.0013828278
Low Tox 0.063423134 Moderate Con 0.416 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro on the bike wasn’t holding back lol
Bro on the bike wasn’t holding back lol
Identity Attack0.004125261
Insult0.019870255
Profanity0.025087673
Threat0.008129764
Severe Toxicity0.002708435
Low Tox 0.063423134 Low Con 0.272 Humor_Satire
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
They will go underground work for cash and take jobs from others
They will go underground work for cash and take jobs from others
Identity Attack0.005919657
Insult0.022512967
Profanity0.015113175
Threat0.008039144
Severe Toxicity0.001335144
Low Tox 0.063423134 Low Con 0.225 Fear_Threat
Jan 15, 2026 24 likes 2.9 million Canadian temporary visas …
Why they still working and earning money, The government and private sector must stop hiring these people instantly!
Why they still working and earning money, The government and private sector must stop hiring these people instantly!
Identity Attack0.0073625734
Insult0.025800243
Profanity0.0113215
Threat0.008686432
Severe Toxicity0.0017356873
Low Tox 0.063423134 Low Con 0.241
Jan 15, 2026 11 likes 2.9 million Canadian temporary visas …
If an area is unsafe it's not an Indian problem. It's a policing problem. Governance problem.
If an area is unsafe it's not an Indian problem. It's a policing problem. Governance problem.
Identity Attack0.049761772
Insult0.019870255
Profanity0.014634945
Threat0.006861079
Severe Toxicity0.0013923645
Low Tox 0.063423134 Moderate Con 0.333 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Make lmia video
Make lmia video
Identity Attack0.01274247
Insult0.01625293
Profanity0.04667213
Threat0.019918699
Severe Toxicity0.005569458
Low Tox 0.063423134 Moderate Con 0.409 Call_To_Action
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.