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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

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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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Active: "then leave." 568 comments · Page 23 of 23
It's life. I am leaving too. Although I have invested all of my life savings here and my youth in this country. If it's not in my fate it's okay. I tried my best it's …
It's life. I am leaving too. Although I have invested all of my life savings here and my youth in this country. If it's not in my fate it's okay. I tried my best it's destined in my future no complaints.
Identity Attack0.0037182847
Insult0.007816878
Profanity0.01265371
Threat0.0072365063
Severe Toxicity0.00091552734
Low Tox 0.014765122 Constructive 0.604
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
CBC would never leave the comments on!
CBC would never leave the comments on!
Identity Attack0.0020626306
Insult0.009564889
Profanity0.009835573
Threat0.0063432488
Severe Toxicity0.00064849854
Low Tox 0.014513801 Low Con 0.195
Jul 24, 2025 4 likes How Canada broke its immigration …
Ya I leave in a month been here for 6months when a student visa permits 3-6 months buddy been here since 2023
Ya I leave in a month been here for 6months when a student visa permits 3-6 months buddy been here since 2023
Identity Attack0.003607291
Insult0.00808288
Profanity0.011184863
Threat0.0061231707
Severe Toxicity0.0007343292
Low Tox 0.01426248 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I am in Canada and i see no divide Temporary workers signed viewers where they promise to leave Canada after work visa expired
I am in Canada and i see no divide Temporary workers signed viewers where they promise to leave Canada after work visa expired
Identity Attack0.0058086636
Insult0.008253881
Profanity0.009570839
Threat0.0062849927
Severe Toxicity0.0006246567
Low Tox 0.01419965 Constructive 0.558 Personal_Narrative
Feb 11, 2026 31 likes Canada's tighter immigration policy divides …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few years; lower quotas naturally mean higher requirements. Coming on a study permit or a work permit doesn’t guarantee permanent residency. Once a temporary status expires, and if there’s no other legal pathway to stay, the person must leave Canada.
Identity Attack0.004236255
Insult0.008690883
Profanity0.00904991
Threat0.0061037517
Severe Toxicity0.0005674362
Low Tox 0.013822667 Constructive 0.522 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Nobody is leaving canada.
Nobody is leaving canada.
Identity Attack0.0027980383
Insult0.0016752388
Profanity0.000036659494
Threat0.00024745998
Severe Toxicity0.0000028361537
Low Tox 0.008627526 Unverified_Claim
Apr 15, 2025 2 likes
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or …
Over 150 Canadians have been "detained" by ICE and FOUR CANADIANS were MURDERED in ICE "custody". Who cares about crossing the border into the USA unless there is some MUST reason. Fight for Canada, or LEAVE!
Identity Attack0.0009199187
Insult0.00051474926
Profanity0.000047096648
Threat0.0008739009
Severe Toxicity0.0000054596094
Low Tox 0.0055660913
Dec 10, 2025
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
Identity Attack0.0016727757
Insult0.0010171182
Profanity0.000035409765
Threat0.000111820475
Severe Toxicity0.0000029313164
Low Tox 0.0045209276
Apr 14, 2025
But leave your cell phone at home
But leave your cell phone at home
Identity Attack0.00008775444
Insult0.00051359186
Profanity0.000018313754
Threat0.00008563795
Severe Toxicity0.000002233471
Low Tox 0.0013398476 Humor_Satire
Dec 8, 2025
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being …
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being said, I myself am third generation, which most of the boomer era are.
Identity Attack0.001128831
Insult0.00022569054
Profanity0.000011517464
Threat0.000057447116
Severe Toxicity0.000002742919
Low Tox 0.0012150384 Identity_Assertion
Apr 16, 2025 3 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
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
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
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
Identity Attack0.0001268618
Insult0.0002289029
Profanity0.00002218595
Threat0.0000871751
Severe Toxicity0.000002496202
Low Tox 0.0007544657
Apr 17, 2025 8 likes
Millions are NOT leaving Canada.
Millions are NOT leaving Canada.
Identity Attack0.00019959986
Insult0.0002234532
Profanity0.000017601937
Threat0.00003167419
Severe Toxicity0.0000021367348
Low Tox 0.0007237407 Unverified_Claim
Apr 16, 2025 11 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
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
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

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.