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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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30,738 comments · Page 577 of 1230
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Identity Attack0.19298288
Insult0.097093195
Profanity0.014600786
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.23667802 Moderate Con 0.405 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport anyone who violate the law
Deport anyone who violate the law
Identity Attack0.10221587
Insult0.03827355
Profanity0.036401358
Threat0.12689553
Severe Toxicity0.007247925
Low Tox 0.23667802 Low Con 0.232 Call_To_Action
Dec 26, 2025 1 likes Deportations From Canada at Their …
Good for Canada, rash driving, no respecting Canada and its citizens.
Good for Canada, rash driving, no respecting Canada and its citizens.
Identity Attack0.16587129
Insult0.11172232
Profanity0.017982552
Threat0.010913103
Severe Toxicity0.007133484
Low Tox 0.23667802 Low Con 0.3 Fear_Threat
Jan 17, 2026 2.9 million Canadian temporary visas …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as …
Anti Immigration / refugee protests on an already occupied land eradicating indigenous populations by European settlers is nothing but a joke. The mere fact your ancestors arrived here 2-3 generations back, doesn't offer entitlement as owner of the land. Do you remember how many slaves European Colonizers have killed? King Leopold, Algerian war of Independence against France, how many African slaves lost their lives to build the Congo-Ocean Railway? Spanish demolition of Aztec and Inca empire in South America, did you remember the Encomienda system?! Why did Taino people vanish on Caribbean Island?! Portuguese forced labor policies in Angola, Mozambique?? Millions of them lost lives to fight against Portuguese colonizers. Then our favorite East India Company, the British empire where Sun Never Set. They decimated India, Australian Aboriginal, New Zealand Māori and Red Indians, native Americans who migrated to America from Asia long back. How many natives' indigenous populations countries after countries, continent after continent, their father mother daughter son wife husband grandparents your ancestors have killed???? Do you have any count????? In this civilized world no Supremacists be it Right or Left wing, especially Hitler, Mussolini, Stalin like White Supremacist have no place anymore, you have done enough good for the world. You cannot justify your stand using a Charlie Kark.
Identity Attack0.1808059
Insult0.110259406
Profanity0.024062896
Threat0.021300001
Severe Toxicity0.009422302
Low Tox 0.23667802 Constructive 0.519 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
11:54 sooo close to your steering wheel lol
11:54 sooo close to your steering wheel lol
Identity Attack0.009693438
Insult0.06302499
Profanity0.070942834
Threat0.029415153
Severe Toxicity0.010910034
Low Tox 0.23667802 Moderate Con 0.348 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Lie lie lie lie lie 3500 a month fact
Lie lie lie lie lie 3500 a month fact
Identity Attack0.0055866763
Insult0.113185234
Profanity0.034146797
Threat0.0071070488
Severe Toxicity0.0063323975
Low Tox 0.23667802 Low Con 0.218
Sep 3, 2024 1 likes How much do refugees and …
Australia is just little India as well. china as child policy needs to be adopted
Australia is just little India as well. china as child policy needs to be adopted
Identity Attack0.27340925
Insult0.082866095
Profanity0.044167064
Threat0.011560392
Severe Toxicity0.009727478
Low Tox 0.23667802 Low Con 0.165 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport Deport Deport …. Early before everything go in abyss
Deport Deport Deport …. Early before everything go in abyss
Identity Attack0.094936445
Insult0.060752302
Profanity0.026454043
Threat0.030278467
Severe Toxicity0.007896423
Low Tox 0.23667802 Low Con 0.167 Call_To_Action
Feb 24, 2026 29 likes 'We do know that there's …
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Identity Attack0.058856625
Insult0.15769513
Profanity0.08128801
Threat0.010188141
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.318
Dec 26, 2025 Deportations From Canada at Their …
Send them to punjab one by one
Send them to punjab one by one
Identity Attack0.1294935
Insult0.16780703
Profanity0.078378424
Threat0.14802226
Severe Toxicity0.020644438
Low Tox 0.23667802 Low Con 0.17 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The original immigrants complaining 🙄
The original immigrants complaining 🙄
Identity Attack0.23770751
Insult0.07523532
Profanity0.019963788
Threat0.0068999166
Severe Toxicity0.0050735474
Low Tox 0.23667802 Low Con 0.253
Aug 26, 2025 Why Canadians Are Turning Against …
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Identity Attack0.2781757
Insult0.06722072
Profanity0.06145202
Threat0.009100696
Severe Toxicity0.009651184
Low Tox 0.23667802 Constructive 0.532 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep who think it’s a flex to be Canadian and signal it to the herd by mentioning the cities.
Identity Attack0.11047905
Insult0.16802633
Profanity0.024267852
Threat0.009256045
Severe Toxicity0.0050735474
Low Tox 0.2359567 Moderate Con 0.452 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
They drive bicycles and tuktuks in their country but come here and get behind the wheel.
Identity Attack0.17381613
Insult0.07903719
Profanity0.046171114
Threat0.015429466
Severe Toxicity0.007820129
Low Tox 0.2359567 Moderate Con 0.331 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Way too much uncontrolled immigration!
Way too much uncontrolled immigration!
Identity Attack0.19100772
Insult0.06889887
Profanity0.015147334
Threat0.007249452
Severe Toxicity0.004673004
Low Tox 0.2359567 Low Con 0.267 Policy_Critique
Dec 29, 2025 Inside Canada's Indian Metropolis (Brampton)
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish hardworking people.
Identity Attack0.27171627
Insult0.06337463
Profanity0.021876704
Threat0.023371955
Severe Toxicity0.0077056885
Low Tox 0.2359567 Constructive 0.527 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Biasa berbohong..omongannya betul2 tidak bisa di percaya
Identity Attack0.0059936526
Insult0.17486192
Profanity0.20700185
Threat0.007417747
Severe Toxicity0.0076675415
Low Tox 0.2359567 Low Con 0.189 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different …
04:00 I keep wanting to have someone fully describe what white folks mean when they refer to their “culture, values, and way of life”, so I can understand what does or doesn’t make they different from myself or other groups, aside from our respective phenotype.
Identity Attack0.27991617
Insult0.054962315
Profanity0.07740857
Threat0.00948907
Severe Toxicity0.008468628
Low Tox 0.2359567 Constructive 0.566
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Canada is cooked. That is why I left years ago. It breaks my heart to see the country that I loved so much going into ruins.
Identity Attack0.1064171
Insult0.10294484
Profanity0.024677763
Threat0.010265815
Severe Toxicity0.0060653687
Low Tox 0.2359567 Moderate Con 0.453 Personal_Narrative
Oct 1, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Its called karma after they colonised the indegenous people of canada. Now they become the boy who cried wolf
Identity Attack0.16373143
Insult0.1378885
Profanity0.022354934
Threat0.008466354
Severe Toxicity0.00667572
Low Tox 0.2359567 Low Con 0.212 Moral_Argument
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how …
you make it sound like there is something wrong when there is not. Movement of the people. It has always been and will always be. Remember that time white people came to Canada? Funny how the real Indians are the next change after the Columbus' "Indians" were overtaken by anglo-saxons and francs.
Identity Attack0.27991617
Insult0.06739554
Profanity0.023174755
Threat0.008026198
Severe Toxicity0.00579834
Low Tox 0.2359567 Moderate Con 0.36 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Identity Attack0.2803029
Insult0.061801232
Profanity0.01354185
Threat0.0071070488
Severe Toxicity0.0062179565
Low Tox 0.2359567 Low Con 0.231 Economic_Argument
Jan 19, 2026 31 likes Why Canada’s immigration system has …
All those homeless ppl should go live in the gurudwara 😂 it's literally free food
All those homeless ppl should go live in the gurudwara 😂 it's literally free food
Identity Attack0.12440576
Insult0.09124154
Profanity0.06946823
Threat0.012596053
Severe Toxicity0.01121521
Low Tox 0.2359567 Low Con 0.199
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)

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.