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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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Active: "You should have stopped it …" 863 comments · Page 33 of 35
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
STOP STUDENTS AND STOP SUBSIDIZING COROPRATIONS WHO MAKE MILLIONS AND PAY VERY LITTLE TAXES.
Identity Attack0.00569767
Insult0.019999169
Profanity0.01127026
Threat0.007262398
Severe Toxicity0.0016117096
Low Tox 0.04785245 Low Con 0.215 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious steps to decrease and even stop immigration. Denmark a good example.
Identity Attack0.022590388
Insult0.02012808
Profanity0.010330882
Threat0.0065244893
Severe Toxicity0.0011491776
Low Tox 0.04735767 Moderate Con 0.456 Unverified_Claim
Dec 31, 2025 Deportations From Canada at Their …
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Oh, some departments knew....sure CSIS would know because it did stop a few terror attack attempts 😊
Identity Attack0.0058456613
Insult0.0151129225
Profanity0.011406898
Threat0.01187109
Severe Toxicity0.0015544891
Low Tox 0.0466155 Low Con 0.244 Humor_Satire
Sep 29, 2025 IRCC Names India in Study …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
It's the HEGELIAN DIALECTIC....2030 AGENDA of the GLOBALIST. President Trump is stopping it from being implemented in the U.S. Unlike CANADA, where it's being promulgated, encouraged, and financed. I.M.H.O.
It's the HEGELIAN DIALECTIC....2030 AGENDA of the GLOBALIST. President Trump is stopping it from being implemented in the U.S. Unlike CANADA, where it's being promulgated, encouraged, and financed. I.M.H.O.
Identity Attack0.00984143
Insult0.022448512
Profanity0.011219022
Threat0.0062785195
Severe Toxicity0.0012493134
Low Tox 0.044883765 Moderate Con 0.309
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Identity Attack0.018771807
Insult0.01767874
Profanity0.010347961
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.044388983 Low Con 0.255
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again wouldn't do it This is not what Canada is about this has to stop
Identity Attack0.016862517
Insult0.01617693
Profanity0.0118338885
Threat0.0067057298
Severe Toxicity0.0012683868
Low Tox 0.0438942 Constructive 0.679 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Thank you for coming, please stop at the gift shop in the airport on your way home.
Thank you for coming, please stop at the gift shop in the airport on your way home.
Identity Attack0.0031263188
Insult0.018129934
Profanity0.010723713
Threat0.0077154995
Severe Toxicity0.0012159348
Low Tox 0.043399423 Moderate Con 0.472 Humor_Satire
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
I personally think that Canada should focus on its own people. Yes, immigration has stopped in the USA, but that does not mean that we should take them.
I personally think that Canada should focus on its own people. Yes, immigration has stopped in the USA, but that does not mean that we should take them.
Identity Attack0.029144434
Insult0.013668913
Profanity0.0113385795
Threat0.0073918556
Severe Toxicity0.0012969971
Low Tox 0.04315203 Constructive 0.552 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
Identity Attack0.018771807
Insult0.015340924
Profanity0.009622077
Threat0.006479179
Severe Toxicity0.0011396408
Low Tox 0.04290464 Low Con 0.267
Dec 25, 2025 1 likes Deportations From Canada at Their …
I hope they stop before is too late
I hope they stop before is too late
Identity Attack0.005253696
Insult0.0115029
Profanity0.018187506
Threat0.012958534
Severe Toxicity0.0019454956
Low Tox 0.0414203 Moderate Con 0.322
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I totally agree with descendants of Canada. Immigration should be limited to a certain percentage and shouldn't be encouraged more than the set percentage. Because the developed countries citizens won't get the opportunity in developing …
I totally agree with descendants of Canada. Immigration should be limited to a certain percentage and shouldn't be encouraged more than the set percentage. Because the developed countries citizens won't get the opportunity in developing countries as they would be limited to their own country or limited to other developed countries. Developed countries numbers are in fewer. Contrary to this Us and western countries should stop conflicts in other countries which would allow other countries to develop.
Identity Attack0.02138452
Insult0.016936934
Profanity0.0113727385
Threat0.007327127
Severe Toxicity0.0014591217
Low Tox 0.03875561 Constructive 0.715
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what Trump is trying to stop.
This is what Trump is trying to stop.
Identity Attack0.003311308
Insult0.017614283
Profanity0.011697251
Threat0.008026198
Severe Toxicity0.0012397766
Low Tox 0.03828422 Low Con 0.178 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Screw this boycott travel in the United States and stop buying American Products
Screw this boycott travel in the United States and stop buying American Products
Identity Attack0.000992156
Insult0.008391556
Profanity0.011059246
Threat0.0016970945
Severe Toxicity0.000013223038
Low Tox 0.036089543
Dec 7, 2025 7 likes
It’s gotta stop!
It’s gotta stop!
Identity Attack0.0030708222
Insult0.012604907
Profanity0.016889455
Threat0.009230154
Severe Toxicity0.0015830994
Low Tox 0.035691574 Low Con 0.268
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
TFWP, LMIA all permits stop immediately four five years, Canadian so many they have no job
TFWP, LMIA all permits stop immediately four five years, Canadian so many they have no job
Identity Attack0.018872296
Insult0.013516913
Profanity0.010160086
Threat0.006317357
Severe Toxicity0.0010538101
Low Tox 0.034513097 Low Con 0.297
Sep 28, 2025 3 likes IRCC Names India in Study …
Stop saying it’s just kids that can’t get jobs! I am middle aged and work 20+ years in corporate tech and I can’t get a job for over 1.5 yeas
Stop saying it’s just kids that can’t get jobs! I am middle aged and work 20+ years in corporate tech and I can’t get a job for over 1.5 yeas
Identity Attack0.0034223017
Insult0.015416925
Profanity0.013200258
Threat0.0059322207
Severe Toxicity0.00091552734
Low Tox 0.034513097 Constructive 0.542
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Stop feeding into the idea its a benefit to the economy. When Trudeau is admitting its bad for the economy theres no one left to defend it.
Stop feeding into the idea its a benefit to the economy. When Trudeau is admitting its bad for the economy theres no one left to defend it.
Identity Attack0.0027933381
Insult0.019547975
Profanity0.00995513
Threat0.006304411
Severe Toxicity0.0007915497
Low Tox 0.03357032 Low Con 0.256
Dec 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to be there. You should have a problem with your government to stop this not the people.
Identity Attack0.017063495
Insult0.012414906
Profanity0.0103821205
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.033334624 Constructive 0.59 Moral_Argument
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Identity Attack0.014551271
Insult0.012604907
Profanity0.009750174
Threat0.0066151097
Severe Toxicity0.0010633469
Low Tox 0.03192045 Constructive 0.501
Dec 24, 2025 1 likes Deportations From Canada at Their …
Too late to stop. You already see them everywhere you go in Canada
Too late to stop. You already see them everywhere you go in Canada
Identity Attack0.010729378
Insult0.012642908
Profanity0.010621235
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.031684756 Low Con 0.264 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Homelessness is going to climb there is no plan to stop it, but there is a plan for them to make money off of it
Identity Attack0.005956655
Insult0.010400894
Profanity0.0128245065
Threat0.0077284453
Severe Toxicity0.001168251
Low Tox 0.03062413 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
Identity Attack0.014450782
Insult0.01313691
Profanity0.00993805
Threat0.0062849927
Severe Toxicity0.0009250641
Low Tox 0.03015274 Constructive 0.526 Policy_Critique
Jan 19, 2026 14 likes Why Canada’s immigration system has …
Stopped watching right after he start advertising mobile gambling games!
Stopped watching right after he start advertising mobile gambling games!
Identity Attack0.0021828737
Insult0.01306091
Profanity0.0127903465
Threat0.006530962
Severe Toxicity0.0008869171
Low Tox 0.028502874 Low Con 0.225 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Why you stop at the 80% mark shouldve went across that border
Why you stop at the 80% mark shouldve went across that border
Identity Attack0.0039957687
Insult0.010742896
Profanity0.014054239
Threat0.007961469
Severe Toxicity0.0012969971
Low Tox 0.027677942 Low Con 0.289 Call_To_Action
Jan 28, 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.