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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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Search comment text, filter by category or toxicity level
Active: "I LOVE HER... she is …" 699 comments · Page 21 of 28
I love the bike guy lol
I love the bike guy lol
Identity Attack0.007288578
Insult0.02173949
Profanity0.034397304
Threat0.009281937
Severe Toxicity0.0034713745
Low Tox 0.07608539 Moderate Con 0.437 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on eggshells while watching everything I love disappear to make way for an entirely different culture, especially one that is completely incompatible with the Canadian values and freedoms I grew up with.
Identity Attack0.04203484
Insult0.025800243
Profanity0.019212283
Threat0.0063885585
Severe Toxicity0.0020313263
Low Tox 0.07450261 Constructive 0.793
Aug 25, 2025 91 likes Why Canadians Are Turning Against …
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
thank god canada is getting some love. we are hurting here
thank god canada is getting some love. we are hurting here
Identity Attack0.021183543
Insult0.021094928
Profanity0.017231047
Threat0.008285114
Severe Toxicity0.0016593933
Low Tox 0.071337044 Moderate Con 0.476 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
I love immigrants . ❤❤❤❤❤
I love immigrants . ❤❤❤❤❤
Identity Attack0.040745795
Insult0.015188923
Profanity0.02126184
Threat0.008220384
Severe Toxicity0.0035476685
Low Tox 0.069754265 Moderate Con 0.487 Solidarity
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I know alot Canadian love the mass immigrants, even if it impacts their own life. They still think they can be changed and improve
I know alot Canadian love the mass immigrants, even if it impacts their own life. They still think they can be changed and improve
Identity Attack0.050443888
Insult0.02012808
Profanity0.011680172
Threat0.0068999166
Severe Toxicity0.0017261505
Low Tox 0.06896287 Constructive 0.583
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the dude on the bike
I love the dude on the bike
Identity Attack0.009175468
Insult0.020385906
Profanity0.02836696
Threat0.013702838
Severe Toxicity0.004196167
Low Tox 0.067380086 Moderate Con 0.428 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the bike guy 😂😂
I love the bike guy 😂😂
Identity Attack0.008361516
Insult0.018774498
Profanity0.03339528
Threat0.010913103
Severe Toxicity0.00415802
Low Tox 0.067380086 Moderate Con 0.416 Humor_Satire
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Love the guy in the safety vest
Love the guy in the safety vest
Identity Attack0.008398513
Insult0.020901557
Profanity0.026863953
Threat0.009411395
Severe Toxicity0.0031471252
Low Tox 0.06579731 Moderate Con 0.338 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
5:45 I LOVE this guy! Or more of him in the government ‼️‼️‼️‼️‼️
5:45 I LOVE this guy! Or more of him in the government ‼️‼️‼️‼️‼️
Identity Attack0.012541492
Insult0.017743196
Profanity0.025770858
Threat0.01101667
Severe Toxicity0.0045204163
Low Tox 0.06263174 Moderate Con 0.348 Meta_Commentary
Mar 2, 2026 Inside Canada's Indian Invasion...
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Identity Attack0.0063266335
Insult0.0314771
Profanity0.010143006
Threat0.0059937127
Severe Toxicity0.0010204315
Low Tox 0.06263174 Moderate Con 0.373 Humor_Satire
Feb 17, 2026 51 likes LILLEY UNLEASHED: The fall of …
Love that Guy, i am buying a bike lol
Love that Guy, i am buying a bike lol
Identity Attack0.0065486208
Insult0.018967867
Profanity0.029050145
Threat0.0104988385
Severe Toxicity0.0033569336
Low Tox 0.062236045 Moderate Con 0.461 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Gotta love his videos tho...lol
Gotta love his videos tho...lol
Identity Attack0.010951365
Insult0.017614283
Profanity0.041160982
Threat0.011172019
Severe Toxicity0.0038909912
Low Tox 0.062236045 Moderate Con 0.357 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
Identity Attack0.0073995716
Insult0.029163294
Profanity0.015591404
Threat0.006530962
Severe Toxicity0.0012588501
Low Tox 0.061444655 Low Con 0.267 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
5:14 I love Africans
5:14 I love Africans
Identity Attack0.039714564
Insult0.017614283
Profanity0.026044132
Threat0.010214032
Severe Toxicity0.0046157837
Low Tox 0.06065326 Moderate Con 0.368 Solidarity
Mar 2, 2026 Inside Canada's Indian Invasion...
Love bike guy we need more of him 😂
Love bike guy we need more of him 😂
Identity Attack0.0059936526
Insult0.02122384
Profanity0.027820412
Threat0.009903334
Severe Toxicity0.0034332275
Low Tox 0.059727192 Moderate Con 0.408 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
I love hearing from migrants who did it the right way and listening to them say there's a problem...should say a lot.
I love hearing from migrants who did it the right way and listening to them say there's a problem...should say a lot.
Identity Attack0.047706615
Insult0.015416925
Profanity0.015454767
Threat0.007365964
Severe Toxicity0.0019168854
Low Tox 0.059479803 Constructive 0.709
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I like that guy on the bike ❤. He has some "cajones" got to love it!
I like that guy on the bike ❤. He has some "cajones" got to love it!
Identity Attack0.0064006294
Insult0.019483518
Profanity0.026454043
Threat0.010369381
Severe Toxicity0.0029754639
Low Tox 0.059479803 Constructive 0.542 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
I really love African Lion Safari. It’s awesome. Kids and adults learn how important we are as caretakers of this planet and her animals!
Identity Attack0.027815815
Insult0.017936565
Profanity0.026454043
Threat0.0103175985
Severe Toxicity0.004005432
Low Tox 0.059232414 Constructive 0.618
Jun 23, 2025 How Canada broke its immigration …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Dude on the bike knows what's up. I loved his candid banter 😂
Dude on the bike knows what's up. I loved his candid banter 😂
Identity Attack0.0054756827
Insult0.021159383
Profanity0.026180768
Threat0.009540852
Severe Toxicity0.0028800964
Low Tox 0.05824285 Moderate Con 0.478 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Loved that Trinidad guy Hillarious
Loved that Trinidad guy Hillarious
Identity Attack0.013847848
Insult0.023608726
Profanity0.021056883
Threat0.007262398
Severe Toxicity0.0024032593
Low Tox 0.05750068 Moderate Con 0.329
Aug 26, 2025 Why Canadians Are Turning Against …
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Identity Attack0.0076215584
Insult0.01617693
Profanity0.028093686
Threat0.0089712385
Severe Toxicity0.0024986267
Low Tox 0.057005897 Constructive 0.579
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I love the guy on the bike, he’s got 0 filters 😭
I love the guy on the bike, he’s got 0 filters 😭
Identity Attack0.0062526376
Insult0.017012933
Profanity0.025360947
Threat0.009747985
Severe Toxicity0.0033569336
Low Tox 0.056758508 Moderate Con 0.401
Jan 27, 2026 2 likes 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.