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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: "I so want to be …" 1,718 comments · Page 69 of 69
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Why would any Canadian still want to go to the USA? Boycot the World Cup.
Identity Attack0.0010031435
Insult0.0003425855
Profanity0.000034743753
Threat0.000071415816
Severe Toxicity0.0000028956022
Low Tox 0.0015371105 Call_To_Action
Dec 8, 2025
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" …
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" for Yanks wanting to go to Alaska, Point Roberts and the North West Angle should focus the "murican mindset wonderfully" Far too long have we give them a break.
Identity Attack0.00059858494
Insult0.0002636598
Profanity0.000045734458
Threat0.00003525252
Severe Toxicity0.0000029478283
Low Tox 0.0011098926 Comparative_Framing
Dec 8, 2025 5 likes
Europe and Asia for vacations seems more pleasing now. They want Canadian visitors.
Europe and Asia for vacations seems more pleasing now. They want Canadian visitors.
Identity Attack0.0004418289
Insult0.00023956508
Profanity0.000021929154
Threat0.000040885843
Severe Toxicity0.0000021956823
Low Tox 0.0009572169 Comparative_Framing
Dec 8, 2025
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language …
Canada used and earned money from international students and put so many rules them to leave. Canada doesn't want educated ppl they want refugees to run their country. Those who doesn't even have any language Proficiency. This country is run by headless ppl. They have to enrol int. Students from other countries not only India. Iran , Sudan they give easy work permit and PR. But those who did Masters studies no points.
Identity Attack0.000442064
Insult0.00022481215
Profanity0.00003744095
Threat0.000044459546
Severe Toxicity0.000002927076
Low Tox 0.00088779686 Policy_Critique
Apr 19, 2025 1 likes
Who cares what the USSA wants?
Who cares what the USSA wants?
Identity Attack0.0001027725
Insult0.0003314211
Profanity0.000029371335
Threat0.000026481828
Severe Toxicity0.0000017184831
Low Tox 0.0008744756
Dec 7, 2025 1 likes
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
His best advice is “comply” he said bring taxes and proof of bank accounts. Just don’t go, they don’t want anybody there anyway, not even their own citizens.
Identity Attack0.00007646154
Insult0.0004427784
Profanity0.000026188443
Threat0.000026637115
Severe Toxicity0.0000020632588
Low Tox 0.00087100454 Policy_Critique
Dec 10, 2025
If you want to avoid the new rules, just don't go to Magastan.
If you want to avoid the new rules, just don't go to Magastan.
Identity Attack0.00020226324
Insult0.00026642453
Profanity0.00003636607
Threat0.000039109203
Severe Toxicity0.0000021943258
Low Tox 0.000837633
Dec 7, 2025 245 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
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world …
Why would any right-minded Canadian travel to the UFSA? Have you not been paying attention at all? Please show a bit of patriotism and common sense and “just don’t go”. The rest of the world is out there. Magastan wants to isolate itself?… So be it.
Identity Attack0.00013730553
Insult0.000262913
Profanity0.000026348744
Threat0.000031802887
Severe Toxicity0.0000020728714
Low Tox 0.000656457
Dec 8, 2025
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 2025
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
This is like a visa without a visa. And why would i want to give them access to my personal information such as tax account or bank account?? whatever!!!
Identity Attack0.00006975719
Insult0.0002155635
Profanity0.000022140337
Threat0.000027081516
Severe Toxicity0.0000019237928
Low Tox 0.00051481253 Policy_Critique
Dec 8, 2025 9 likes
If 1M want to leave, good .
If 1M want to leave, good .
Identity Attack0.000073560754
Insult0.00014968246
Profanity0.000019149998
Threat0.0000555655
Severe Toxicity0.000002336928
Low Tox 0.00046889178
Apr 14, 2025 26 likes
Who from any country would want to go there for at least the next three years.
Who from any country would want to go there for at least the next three years.
Identity Attack0.000083624334
Insult0.00016774867
Profanity0.000021594431
Threat0.000025533862
Severe Toxicity0.0000020427792
Low Tox 0.00043203885 Fear_Threat
Dec 9, 2025
We need our money in our economy anyway. They dont want free money. Thats fine.
We need our money in our economy anyway. They dont want free money. Thats fine.
Identity Attack0.000054059677
Insult0.00016396907
Profanity0.000020966514
Threat0.000023427127
Severe Toxicity0.0000021245392
Low Tox 0.00040474164
Dec 8, 2025 1 likes
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border …
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border at every country in the world does this in various ways!!
Identity Attack0.00005806109
Insult0.00017108928
Profanity0.000020702953
Threat0.000021759333
Severe Toxicity0.0000023298671
Low Tox 0.00040393107
Dec 11, 2025
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only …
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only helps to drive up demand and prices.
Identity Attack0.000068370755
Insult0.00012784888
Profanity0.000017180379
Threat0.000020163468
Severe Toxicity0.0000028917084
Low Tox 0.00029893842
Apr 14, 2025 58 likes
Why would I visit Nazy Germany 2.0? Unless you want to risk ending up in one of their detention centers (concentration camps) the go ahead. I'm staying in Canada there are other more welcoming and …
Why would I visit Nazy Germany 2.0? Unless you want to risk ending up in one of their detention centers (concentration camps) the go ahead. I'm staying in Canada there are other more welcoming and beautiful countries to visit.
Identity Attack0.00007052848
Insult0.00011272319
Profanity0.000018407784
Threat0.000022497099
Severe Toxicity0.000002824779
Low Tox 0.0002750349 Fear_Threat
Dec 9, 2025

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.