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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
Active: "This is same thing the …" 894 comments · Page 36 of 36
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Or do the right thing and just stay home. Snowbirds... I'm looking at you!
Identity Attack0.00039890574
Insult0.002735936
Profanity0.00010883514
Threat0.0021249733
Severe Toxicity0.0000058940227
Low Tox 0.010633987 Call_To_Action
Dec 8, 2025
Same thing happening in Hastings, New Zealand.
Same thing happening in Hastings, New Zealand.
Identity Attack0.0028118372
Insult0.0065723704
Profanity0.010296722
Threat0.007197669
Severe Toxicity0.0008583069
Low Tox 0.010618322 Moderate Con 0.35 Comparative_Framing
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
All I heard was we are raising taxes adding new taxes and finding more things to tax
All I heard was we are raising taxes adding new taxes and finding more things to tax
Identity Attack0.0017296498
Insult0.007778878
Profanity0.010467518
Threat0.0059969495
Severe Toxicity0.0005674362
Low Tox 0.009801528 Moderate Con 0.321 Policy_Critique
Jan 12, 2026 2 likes Canada’s new rules in 2026
Same thing in Dallas
Same thing in Dallas
Identity Attack0.0033298072
Insult0.0069048726
Profanity0.012004685
Threat0.0066927844
Severe Toxicity0.00072956085
Low Tox 0.009675868 Moderate Con 0.378 Comparative_Framing
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I am very happy that Quebec my province the government is doing the right thing excellent job
I am very happy that Quebec my province the government is doing the right thing excellent job
Identity Attack0.0029228306
Insult0.0067338715
Profanity0.011133623
Threat0.0066086366
Severe Toxicity0.00082969666
Low Tox 0.00823077 Constructive 0.526 Solidarity
Nov 21, 2025 43 likes Quebec Ends Economic Immigration Program …
I moved to Brampton in 1974 with my family from Montreal. Population was 40k. I moved an hour east in 2005 where I see the same thing happening. Might need to move again.
I moved to Brampton in 1974 with my family from Montreal. Population was 40k. I moved an hour east in 2005 where I see the same thing happening. Might need to move again.
Identity Attack0.0024233595
Insult0.0065818704
Profanity0.009784333
Threat0.0065956907
Severe Toxicity0.0006008148
Low Tox 0.0079480335 Constructive 0.642
Oct 22, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Queens university and St.Lawrence college is doing the same thing in ontario
Queens university and St.Lawrence college is doing the same thing in ontario
Identity Attack0.0025158543
Insult0.0066958712
Profanity0.009716015
Threat0.005971058
Severe Toxicity0.00051021576
Low Tox 0.007508222 Low Con 0.255 Meta_Commentary
Oct 11, 2025 IRCC Names India in Study …
best thing quebec has done as a team for years.
best thing quebec has done as a team for years.
Identity Attack0.0018961402
Insult0.007322875
Profanity0.009613537
Threat0.005971058
Severe Toxicity0.0005245209
Low Tox 0.0074453913 Moderate Con 0.316
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to …
Trump will be gone soon. Things will go back to normal. The only reason why I will not go to the USA is because I don't feel safe down there anymore. Canadians just have to wait until a Democrat is president again if they really need to go there. I would rather go to another country for vacation. Plenty of safer places to go.
Identity Attack0.00015178563
Insult0.0018463861
Profanity0.000065314794
Threat0.0001947979
Severe Toxicity0.0000030311344
Low Tox 0.0048855473 Personal_Narrative
Dec 10, 2025
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports …
Why are any Canadians going to the USA. Canada, Canada Canadian Businesses and Fellow Canadians need our fellow Canadians not be SELFISH and Support the USA BOYCOTT, No vacationing No dining No shopping No sports events No musical festivals All those things are wants not needs!!! Support your country keep the pressure on!!
Identity Attack0.00132066
Insult0.0019126767
Profanity0.000046899
Threat0.000039868628
Severe Toxicity0.0000021527212
Low Tox 0.0047451705
Dec 11, 2025
Then Canada must do the same thing
Then Canada must do the same thing
Identity Attack0.0004919382
Insult0.0002506337
Profanity0.000034601635
Threat0.00012181549
Severe Toxicity0.000002911552
Low Tox 0.0013496522 Comparative_Framing
Dec 9, 2025
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal …
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal party wants to change like the dems in the USA. Leaders should go in and do a good job and not just think about them selves. Maybe Trump has helped in that way even when we don’t want to admit it. Leaders has got away with things for along time.
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes
Border security needs to be strengthened on both sides. I don’t view this as a bad thing at all.
Border security needs to be strengthened on both sides. I don’t view this as a bad thing at all.
Identity Attack0.00011721517
Insult0.00016802018
Profanity0.000021176182
Threat0.000034002307
Severe Toxicity0.0000021811336
Low Tox 0.0005372372
Dec 10, 2025
It's about time. But a bit too late.. I'm one of the few remaining left on the jobsite, and I can see how bad things are getting.
It's about time. But a bit too late.. I'm one of the few remaining left on the jobsite, and I can see how bad things are getting.
Identity Attack0.00006414467
Insult0.0001809268
Profanity0.00001852327
Threat0.000027989234
Severe Toxicity0.0000020678071
Low Tox 0.00044596 Personal_Narrative
Apr 19, 2025 1 likes
This isn’t news. Just stirring things up
This isn’t news. Just stirring things up
Identity Attack0.00004744624
Insult0.00016100296
Profanity0.000021945098
Threat0.000021988752
Severe Toxicity0.0000022348368
Low Tox 0.0003849506
Dec 7, 2025 13 likes
WE ARE NOT GOING TO AMERICA, DUE TO 1 PERSON! WE HAVE NEW ALLIES, ACROSS THE WORLD! WHEN HE GOES THINGS WILL CHANGE!
WE ARE NOT GOING TO AMERICA, DUE TO 1 PERSON! WE HAVE NEW ALLIES, ACROSS THE WORLD! WHEN HE GOES THINGS WILL CHANGE!
Identity Attack0.000055733934
Insult0.00012188845
Profanity0.000018277447
Threat0.000022422668
Severe Toxicity0.0000025175918
Low Tox 0.0002808684 Identity_Assertion
Dec 10, 2025
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to …
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to 5 million temporary resident in canada
Identity Attack0.000051010913
Insult0.00012469533
Profanity0.000017913682
Threat0.0000208587
Severe Toxicity0.0000026697837
Low Tox 0.0002793177 Policy_Critique
Dec 8, 2025 8 likes
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined …
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined the contents while I remained in the lane. I went forward with no issues. I was not stopped coming back. Before you go, make sure your vehicle is clear of any thing that could generate additional questions.
Identity Attack0.00004452459
Insult0.00012055086
Profanity0.000018495342
Threat0.00001990034
Severe Toxicity0.000003142657
Low Tox 0.00025909377 Personal_Narrative
Dec 9, 2025 1 likes

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.