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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: "We are with you, Canada." 6,088 comments · Page 193 of 244
Welcome to id$ots liberals canada 😊
Welcome to id$ots liberals canada 😊
Identity Attack0.037394293
Insult0.023221988
Profanity0.013302735
Threat0.008492245
Severe Toxicity0.0025177002
Low Tox 0.06500591 Low Con 0.26 Identity_Assertion
Jan 3, 2026 New rules, regulations take effect …
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred …
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred to the Immigration and Refugee Board of Canada (IRB), which is the one to determine whether one is in need of Canada's protection or not. In this period, around 600 Cases were processed by the IRB, and close to 500 were officially accepted. People in the comments are freaking out over these numbers when Canada's economy needs no less than 250K immigrants per year to sustain itself. The system is working fine. Relax.
Identity Attack0.014752249
Insult0.028392024
Profanity0.02973333
Threat0.007094103
Severe Toxicity0.0020503998
Low Tox 0.06500591 Constructive 0.681
Dec 19, 2017 How much do refugees and …
What happened to Canada. They give Permanent residence for that kind of English.
What happened to Canada. They give Permanent residence for that kind of English.
Identity Attack0.035331827
Insult0.021288296
Profanity0.012243799
Threat0.006420923
Severe Toxicity0.0017356873
Low Tox 0.06500591 Low Con 0.239 Policy_Critique
Feb 15, 2026 Inside Canada's Indian Invasion...
It’s not about what the immigrants what, it is about what Canada wants !
It’s not about what the immigrants what, it is about what Canada wants !
Identity Attack0.05089863
Insult0.01838776
Profanity0.0113044195
Threat0.006427396
Severe Toxicity0.0016975403
Low Tox 0.06500591 Low Con 0.256
Nov 24, 2025 150 likes Quebec Ends Economic Immigration Program …
Carrying a weapon for self defense reasons is a crime in canada
Carrying a weapon for self defense reasons is a crime in canada
Identity Attack0.02721288
Insult0.018129934
Profanity0.0113727385
Threat0.013424582
Severe Toxicity0.0023841858
Low Tox 0.06500591 Low Con 0.207 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Let’s just become American Canada is over
Let’s just become American Canada is over
Identity Attack0.031464707
Insult0.017872108
Profanity0.013302735
Threat0.010032792
Severe Toxicity0.0026893616
Low Tox 0.06500591 Low Con 0.194 Fear_Threat
Jan 19, 2026 Canada’s new rules in 2026
Canada needs to learn from the US
Canada needs to learn from the US
Identity Attack0.042292643
Insult0.021352753
Profanity0.013985921
Threat0.0070034824
Severe Toxicity0.0019550323
Low Tox 0.06421452 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
80,000. People loose in Canada?????? Let's wake Up Canada
80,000. People loose in Canada?????? Let's wake Up Canada
Identity Attack0.022188433
Insult0.021675033
Profanity0.011082385
Threat0.008712323
Severe Toxicity0.0023269653
Low Tox 0.06421452 Moderate Con 0.403
Nov 5, 2025 IRCC Names India in Study …
Jajajaja canada tu EU. Children's game. Mexico to EU. That hardly
Jajajaja canada tu EU. Children's game. Mexico to EU. That hardly
Identity Attack0.036620867
Insult0.030154925
Profanity0.020920247
Threat0.006149062
Severe Toxicity0.0039863586
Low Tox 0.06421452 Low Con 0.122 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Identity Attack0.011617327
Insult0.025800243
Profanity0.018597418
Threat0.007327127
Severe Toxicity0.0018024445
Low Tox 0.06421452 Low Con 0.191 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Howard lutnick! Trumps negotiater said that Canada was selling green cards! And any investigation by our legacy media? Crickets
Howard lutnick! Trumps negotiater said that Canada was selling green cards! And any investigation by our legacy media? Crickets
Identity Attack0.0047172266
Insult0.030485468
Profanity0.015557245
Threat0.006433869
Severe Toxicity0.0013160706
Low Tox 0.06421452 Low Con 0.196
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is the new New deli
Canada is the new New deli
Identity Attack0.024198212
Insult0.023995465
Profanity0.017504321
Threat0.007547205
Severe Toxicity0.0022697449
Low Tox 0.06421452 Low Con 0.291 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
Canada is done...cant wait to leave
Canada is done...cant wait to leave
Identity Attack0.025806036
Insult0.017485369
Profanity0.01265371
Threat0.010576514
Severe Toxicity0.002861023
Low Tox 0.06421452 Moderate Con 0.359
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
How did Canada become little Mumbai all the sudden?
How did Canada become little Mumbai all the sudden?
Identity Attack0.035589635
Insult0.02708937
Profanity0.014259194
Threat0.006589218
Severe Toxicity0.0019168854
Low Tox 0.06381883 Low Con 0.254 Identity_Assertion
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the …
Almost all of them just enrolled in Canada not really to study, but to use Canada as a pathway to cross into the US, which is why they disappear after enrolling in school. That’s the kind of moves people from INDIA’s make.
Identity Attack0.045901958
Insult0.022061773
Profanity0.012175481
Threat0.006602164
Severe Toxicity0.0016498566
Low Tox 0.06381883 Moderate Con 0.407 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
there's been big Indian communities in Ontario since the beginning of Canada
there's been big Indian communities in Ontario since the beginning of Canada
Identity Attack0.058401883
Insult0.017088935
Profanity0.017845914
Threat0.006809296
Severe Toxicity0.002002716
Low Tox 0.06381883 Moderate Con 0.334 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Identity Attack0.023548502
Insult0.017901845
Profanity0.00020274693
Threat0.0004809652
Severe Toxicity0.0000057603065
Low Tox 0.06357931 Unverified_Claim
Apr 15, 2025
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Identity Attack0.015254694
Insult0.025929155
Profanity0.011014067
Threat0.009204263
Severe Toxicity0.0020313263
Low Tox 0.063423134 Moderate Con 0.402 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
They took over canada
They took over canada
Identity Attack0.021083053
Insult0.016860934
Profanity0.017709278
Threat0.0130621
Severe Toxicity0.0024986267
Low Tox 0.063423134 Moderate Con 0.337 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Ahahaha I’m born and raised in Canada Quebec your 100% correct we have been taken over
Ahahaha I’m born and raised in Canada Quebec your 100% correct we have been taken over
Identity Attack0.024198212
Insult0.022319598
Profanity0.015693882
Threat0.0066086366
Severe Toxicity0.0020599365
Low Tox 0.063423134 Constructive 0.53 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada went from being native American to Anglo to Indian.
Canada went from being native American to Anglo to Indian.
Identity Attack0.056582913
Insult0.019096779
Profanity0.015693882
Threat0.007029374
Severe Toxicity0.0023078918
Low Tox 0.063423134 Low Con 0.216 Identity_Assertion
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Bramladesh was formed in the 80s and the plan to take over Canada was started then also,it's the fault of not just the liberals but conservatives and the Canadian people for accepting them.
Identity Attack0.031980325
Insult0.023995465
Profanity0.010057608
Threat0.006848133
Severe Toxicity0.0013828278
Low Tox 0.063423134 Moderate Con 0.416 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services are stretched to the breaking point. When permits expire, people must return home as the system was designed, not be quietly rolled over. Immigration has to match capacity. Bring people when there are jobs and homes not when the cost of living is already crushing everyone. Fix Canada first, then expand responsibly.
Identity Attack0.019374741
Insult0.028171662
Profanity0.01261955
Threat0.0067316215
Severe Toxicity0.001707077
Low Tox 0.063423134 Constructive 0.563 Economic_Argument
Jan 15, 2026 61 likes 2.9 million Canadian temporary visas …

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.