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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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Search comment text, filter by category or toxicity level
Active: "How can you tell when …" 431 comments · Page 16 of 18
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within …
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within society, helping and doing the best I can so anywhere I go and tell them where I live to represent the county and show them how respectful we are!I feel sad watching people trying to change the culture instead of adapting to Canada's Culture. I'm not a person that get's angry easily but I find really hard not to feel displeased with the lack of respect to the County and it's culture. Just my two cents
Identity Attack0.019877186
Insult0.020063626
Profanity0.015728042
Threat0.006861079
Severe Toxicity0.001411438
Low Tox 0.0438942 Constructive 0.858
Aug 27, 2025 Why Canadians Are Turning Against …
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt …
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt was NOT right. That's right - NEVER!
Identity Attack0.0035147965
Insult0.02173949
Profanity0.013951761
Threat0.0062267366
Severe Toxicity0.0009965897
Low Tox 0.043399423 Low Con 0.267
May 12, 2018 How much do refugees and …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. Also look at the ecnomics - they all work, they all take care of each other, and they all have strong communities who back them in times of need! The Anglos call this "lack of assimilation" but to them it is about surviving and then thriving.
Identity Attack0.026609946
Insult0.017936565
Profanity0.011577694
Threat0.0061878995
Severe Toxicity0.0012493134
Low Tox 0.04290464 Constructive 0.708
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us how the economy will collapse if we dont bring masive number of new workers.
Identity Attack0.0061046463
Insult0.018967867
Profanity0.012346277
Threat0.0069646453
Severe Toxicity0.0009965897
Low Tox 0.040925518 Constructive 0.507
Aug 29, 2025 Why Canadians Are Turning Against …
5:00 telling the truth
5:00 telling the truth
Identity Attack0.0066596144
Insult0.012870909
Profanity0.020100424
Threat0.00948907
Severe Toxicity0.0026893616
Low Tox 0.040430736 Moderate Con 0.304 Meta_Commentary
Jan 28, 2026 12 likes Inside Canada's Indian Invasion...
Please, Bike Guy, tell us what you _really_ think!
Please, Bike Guy, tell us what you _really_ think!
Identity Attack0.0032743104
Insult0.019419061
Profanity0.016616182
Threat0.006835188
Severe Toxicity0.0012779236
Low Tox 0.039226998 Low Con 0.27 Meta_Commentary
Feb 16, 2026 Inside Canada's Indian Invasion...
Greetings from Poland. Decent polish ppl working hard and telling the TRUTH.
Greetings from Poland. Decent polish ppl working hard and telling the TRUTH.
Identity Attack0.016963007
Insult0.013592913
Profanity0.015420608
Threat0.0082074385
Severe Toxicity0.0020313263
Low Tox 0.039226998 Moderate Con 0.463 Identity_Assertion
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
The scarf tells me everything I need to know.
The scarf tells me everything I need to know.
Identity Attack0.0054756827
Insult0.013934915
Profanity0.020578653
Threat0.0083886795
Severe Toxicity0.0017356873
Low Tox 0.038519915 Moderate Con 0.35 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Dude on the bike was telling it like it is
Dude on the bike was telling it like it is
Identity Attack0.004328749
Insult0.015340924
Profanity0.019622196
Threat0.008764107
Severe Toxicity0.0019359589
Low Tox 0.038519915 Moderate Con 0.311 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take care of them with their tax dollars. Carney told the immigration workers not to tell anyone about this.
Identity Attack0.022791367
Insult0.013782915
Profanity0.010450439
Threat0.006763986
Severe Toxicity0.0010871887
Low Tox 0.03734144 Constructive 0.693
Dec 24, 2025 8 likes Deportations From Canada at Their …
I’ll tell ya wha happened JUSTIN TRUDEAU that’s what happened!!!!! #trudeausucks
I’ll tell ya wha happened JUSTIN TRUDEAU that’s what happened!!!!! #trudeausucks
Identity Attack0.0022661188
Insult0.01617693
Profanity0.011765569
Threat0.007353018
Severe Toxicity0.0016403198
Low Tox 0.036162965 Low Con 0.262
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Creating confusion to tell 0.8 million Sikhs living in the Canada . I would say wrong figure. According to Sikh way of life then no more than 2,000 Sikhs in the Canada. I am a …
Creating confusion to tell 0.8 million Sikhs living in the Canada . I would say wrong figure. According to Sikh way of life then no more than 2,000 Sikhs in the Canada. I am a first of all human and citizen of this planet then my belief( Equality).
Identity Attack0.026007013
Insult0.013478912
Profanity0.010194245
Threat0.006207318
Severe Toxicity0.0011539459
Low Tox 0.036162965 Constructive 0.72
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Identity Attack0.00040238418
Insult0.008259817
Profanity0.00036573748
Threat0.0067498917
Severe Toxicity0.000008837004
Low Tox 0.035514187
Dec 10, 2025
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. …
I'll tell you how it happened. Because we're too nice. We've let this happen because we didn't want to speak up against it. But now our back is against the wall in our own country. We need to stand up eventually.
Identity Attack0.009434453
Insult0.012680908
Profanity0.011902207
Threat0.0078449575
Severe Toxicity0.0011539459
Low Tox 0.034041706 Moderate Con 0.472
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Someone tell me where this guy with the bike stays…
Someone tell me where this guy with the bike stays…
Identity Attack0.002885833
Insult0.015416925
Profanity0.0128245065
Threat0.0076507707
Severe Toxicity0.0012969971
Low Tox 0.033334624 Moderate Con 0.369 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately …
So you tell me, a 5th Generation Canadian, Laid Oil Oil & Gas Alberta GAL never to get work in Calgary again; how Truedodo Bird/Carney Capone's Immigrants today BENEFIT CANADA WHEN...."Filipinos in Canada send approximately $1 billion to $1.2 billion CAD annually in remittances to the Philippines. This amount remained stable even during COVID-19 pandemic, with about $1.079 billion sent between January and October 2020."
Identity Attack0.014551271
Insult0.014732921
Profanity0.00995513
Threat0.005906329
Severe Toxicity0.0010871887
Low Tox 0.03309893 Moderate Con 0.491 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
Identity Attack0.012061302
Insult0.012984909
Profanity0.010194245
Threat0.006194372
Severe Toxicity0.0008201599
Low Tox 0.032391842 Low Con 0.238 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
They vote Justin out to put carney in which was their own mistake because it's like when u vote carney in you still vote Justin in , so to tell u the truth Justin is …
They vote Justin out to put carney in which was their own mistake because it's like when u vote carney in you still vote Justin in , so to tell u the truth Justin is still running the show behind close doors the Canadians shud of vote Pierre pollieve as pm and all things wud of start changing
Identity Attack0.0058826595
Insult0.017485369
Profanity0.010774951
Threat0.006265574
Severe Toxicity0.0008010864
Low Tox 0.031684756 Moderate Con 0.409
Aug 29, 2025 Why Canadians Are Turning Against …
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
Guy on the bike ... ( tell us how you really feel ) 😄
Guy on the bike ... ( tell us how you really feel ) 😄
Identity Attack0.0027008436
Insult0.013516913
Profanity0.013371054
Threat0.008505191
Severe Toxicity0.0015735626
Low Tox 0.030270588 Moderate Con 0.464 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Tim Hortons and Wendy's tells me that the high skilled concept wasn't actually followed
Tim Hortons and Wendy's tells me that the high skilled concept wasn't actually followed
Identity Attack0.0037922803
Insult0.014390918
Profanity0.015147334
Threat0.0068287146
Severe Toxicity0.0010108948
Low Tox 0.030034892 Moderate Con 0.415
Jun 19, 2025 83 likes How Canada broke its immigration …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
something tells me that liberals will not let 2.5M "voters" to leave.
something tells me that liberals will not let 2.5M "voters" to leave.
Identity Attack0.008139528
Insult0.012566907
Profanity0.011611853
Threat0.007365964
Severe Toxicity0.001039505
Low Tox 0.028620722 Low Con 0.173
Jan 15, 2026 2.9 million Canadian temporary visas …
Wouldn’t even need to tell people what country they came from. Thats easy.
Wouldn’t even need to tell people what country they came from. Thats easy.
Identity Attack0.008657498
Insult0.011198899
Profanity0.012175481
Threat0.006433869
Severe Toxicity0.0009012222
Low Tox 0.028502874 Low Con 0.198
Sep 29, 2025 IRCC Names India in Study …

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.