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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 #}

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Active: "When did he wake up …" 147 comments · Page 6 of 6
Wake up Canada and fight the system
Wake up Canada and fight the system
Identity Attack0.021183543
Insult0.016100928
Profanity0.01309778
Threat0.023371955
Severe Toxicity0.0024318695
Low Tox 0.06104896 Low Con 0.268
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Country’s broken need to wake up and fix
Country’s broken need to wake up and fix
Identity Attack0.008250522
Insult0.021803947
Profanity0.01846078
Threat0.010809537
Severe Toxicity0.0020694733
Low Tox 0.059727192 Low Con 0.132 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Identity Attack0.0048837173
Insult0.026960457
Profanity0.01220964
Threat0.007353018
Severe Toxicity0.0012588501
Low Tox 0.057005897 Low Con 0.299 Policy_Critique
Jan 20, 2026 Canada’s new rules in 2026
Thank you I hope a lot of people wake up before our freedom is gone
Thank you I hope a lot of people wake up before our freedom is gone
Identity Attack0.0071775843
Insult0.016100928
Profanity0.017367685
Threat0.012958534
Severe Toxicity0.002298355
Low Tox 0.05354243 Moderate Con 0.447 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
Identity Attack0.01274247
Insult0.0233509
Profanity0.010587076
Threat0.0075083673
Severe Toxicity0.0018024445
Low Tox 0.051068526 Low Con 0.178 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts on many components of your life and future generations of your family's life.
Identity Attack0.009915425
Insult0.02173949
Profanity0.01127026
Threat0.0068869707
Severe Toxicity0.0011205673
Low Tox 0.04711028 Constructive 0.58 Policy_Critique
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
Wake up Canada
Wake up Canada
Identity Attack0.020982565
Insult0.017292
Profanity0.014122557
Threat0.009074804
Severe Toxicity0.0022792816
Low Tox 0.046120718 Moderate Con 0.346 Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Identity Attack0.01274247
Insult0.018452216
Profanity0.0118680475
Threat0.0074954215
Severe Toxicity0.0016021729
Low Tox 0.045873325 Moderate Con 0.347 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Wake up people's before its too late!
Wake up people's before its too late!
Identity Attack0.0024233595
Insult0.013858915
Profanity0.013917602
Threat0.013165667
Severe Toxicity0.0017356873
Low Tox 0.041172907 Low Con 0.257
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
Identity Attack0.016762028
Insult0.017549826
Profanity0.010535837
Threat0.006641001
Severe Toxicity0.0011825562
Low Tox 0.041172907 Constructive 0.549 Call_To_Action
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public …
Canadians, this problem has been going on for a long time, but only now are you waking up. When I arrived in Canada in 2017, I was shocked to start English classes at a public school. Only my friend and I were paying CAD 1,000 per month to study, while everyone (refugees) paid nothing to study and received CAD 500 per person, plus rent.
Identity Attack0.024801146
Insult0.015644927
Profanity0.010296722
Threat0.0058707283
Severe Toxicity0.0010061264
Low Tox 0.039935954 Constructive 0.684
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Wake up Canada!
Wake up Canada!
Identity Attack0.016259583
Insult0.015568925
Profanity0.012141321
Threat0.008556974
Severe Toxicity0.0020313263
Low Tox 0.038048524 Moderate Con 0.347 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Identity Attack0.010063417
Insult0.016632931
Profanity0.010313802
Threat0.0074824756
Severe Toxicity0.0012588501
Low Tox 0.03592727 Moderate Con 0.423 Fear_Threat
Sep 29, 2025 IRCC Names India in Study …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
They are finally waking up!
They are finally waking up!
Identity Attack0.0040327664
Insult0.0140109155
Profanity0.01535229
Threat0.00899713
Severe Toxicity0.0015163422
Low Tox 0.031331215 Moderate Con 0.347 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Canada is waking up now, good!
Canada is waking up now, good!
Identity Attack0.008694496
Insult0.013212911
Profanity0.012175481
Threat0.007909686
Severe Toxicity0.0013923645
Low Tox 0.02826718 Moderate Con 0.335
Oct 1, 2025 IRCC Names India in Study …
Thank you for covering this. People need to wake up.
Thank you for covering this. People need to wake up.
Identity Attack0.0024233595
Insult0.012680908
Profanity0.010757872
Threat0.007197669
Severe Toxicity0.000834465
Low Tox 0.024849601 Moderate Con 0.387 Call_To_Action
Feb 26, 2026 37 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada finally waking up good job 👏
Canada finally waking up good job 👏
Identity Attack0.004236255
Insult0.009526889
Profanity0.010587076
Threat0.0068287146
Severe Toxicity0.0009012222
Low Tox 0.01438814 Moderate Con 0.373
Nov 27, 2025 Quebec Ends Economic Immigration Program …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war we have going on with your country. We are 12x your size and you folks really need to wake up and realize that.
Identity Attack0.0001824266
Insult0.0005665862
Profanity0.000031188018
Threat0.000038105616
Severe Toxicity0.0000020557559
Low Tox 0.001267438 Identity_Assertion
Dec 7, 2025 12 likes
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes …
At lastly..government & authorities has taken absolutely extraordinary steps against..new immigration & jobs in immegrants should be close & send them backs without hesitations..housing crises & unemployment will be improved immediately..go ahead without delay…wakes up..wakes up..we are delayed in decision.
Identity Attack0.000048779526
Insult0.00014532087
Profanity0.000017338123
Threat0.000020040892
Severe Toxicity0.0000025921015
Low Tox 0.0003061768
Apr 14, 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.