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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: "How are we fighting with …" 164 comments · Page 3 of 7
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
Identity Attack0.04023018
Insult0.25602314
Profanity0.44431314
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.3 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
Fuhhhhkk😅 I turn nationalist everytime I watch a olivera video. WHITE People need to fight for their country.
Fuhhhhkk😅 I turn nationalist everytime I watch a olivera video. WHITE People need to fight for their country.
Identity Attack0.41975367
Insult0.18728738
Profanity0.29209393
Threat0.039947584
Severe Toxicity0.023505108
Moderate 0.39915034 Moderate Con 0.359 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets …
Right in my face?? Lets do it!!! I wanna see this!!! Christians have been too nice but dont forget we are not lazy. We can take our country back easy!! I think its time. Lets she'd blood once again like in the past. All you others, fight for your OWN COUNTRY!!
Identity Attack0.381025
Insult0.17610447
Profanity0.13256322
Threat0.34839883
Severe Toxicity0.02449106
Moderate 0.3969567 Constructive 0.507 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you all call in the spiritual world, Christian world calls it spiritual warfare, fighting demons and devils. Smh! Crazy work.
Identity Attack0.3072352
Insult0.3416952
Profanity0.14930901
Threat0.100830056
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.417 Moral_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
From England, fight back against these Indians Canada 🇨🇦
From England, fight back against these Indians Canada 🇨🇦
Identity Attack0.4887047
Insult0.21368977
Profanity0.075792134
Threat0.13211988
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.254
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights for the safely of kids . Fighting against SOGI and Transgender mutilation. Fighting for the rights of Parents. Fighting against mainstream media. Fighting to protect law abiding citizens for standing up to government corruption and the health care authority that continues to spread false information . Fight for gun owners. Pushing for Castle Law . Fighting the corruption in the legal system that allows the prosecution of innocent Canadians and the violation of their charter of rights. If the Conservative Party isn't willing to fight, really fight, then we are still being governed by one big Uniparty playing politics.
Identity Attack0.30103904
Insult0.42743355
Profanity0.124631
Threat0.060766358
Severe Toxicity0.019740647
Moderate 0.38811707 Moderate Con 0.487 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line …
When is Canada going to get the corrupt liberals out of office so we can stop paying for the world's problems? Canada is bleeding yet we are sending billions to fight foreign wars and line foreign billionaires pockets.
Identity Attack0.11396073
Insult0.42881694
Profanity0.027547138
Threat0.012854968
Severe Toxicity0.008735657
Moderate 0.3827457 Moderate Con 0.337 Policy_Critique
Mar 3, 2026 Deportations From Canada at Their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Identity Attack0.44690517
Insult0.34101152
Profanity0.0715894
Threat0.010990778
Severe Toxicity0.016512826
Moderate 0.3811502 Moderate Con 0.426 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
Identity Attack0.38200524
Insult0.36798462
Profanity0.026317406
Threat0.010887212
Severe Toxicity0.0126394415
Moderate 0.37751234 Moderate Con 0.407 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Waiting for scamming fight videos 😢😢
Waiting for scamming fight videos 😢😢
Identity Attack0.035074018
Insult0.07967083
Profanity0.21564959
Threat0.20938614
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.293 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Indians are not like those somalis who will fight you if simple questions.
Indians are not like those somalis who will fight you if simple questions.
Identity Attack0.44690517
Insult0.22303216
Profanity0.11539881
Threat0.04132889
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.403
Jan 27, 2026 Inside Canada's Indian Invasion...
The hole world is the same fighting mass illegal immigrants
The hole world is the same fighting mass illegal immigrants
Identity Attack0.38215697
Insult0.24561718
Profanity0.15635987
Threat0.010938995
Severe Toxicity0.019095084
Moderate 0.37576625 Low Con 0.179 Comparative_Framing
Aug 25, 2025 75 likes Why Canadians Are Turning Against …
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the …
I get it, Im not close to Canada, never been there either but its on my list. If you migrate to a country that is not yours then you should follow the rule of the land and assimilate into their culture, not impose your own. Sure you can celebrate stuff like religious holidays but trying to fight for an independent state is just absurd, selfish and the same behaviour as any other coloniser.
Identity Attack0.14019285
Insult0.38852
Profanity0.025907494
Threat0.007145886
Severe Toxicity0.006790161
Moderate 0.3625127 Constructive 0.629 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in …
First it was the Irish immigrants they hated; now we celebrated St Patrick's Day. Then it was the Germans; now we celebrated Oktoberfest. Then the Italians 'invaded' New York; now it's pizza and pasta in Little Italy. Then it was the Chinese; now every city has a Chinatown. Then it was the Japanese who we sent to camps in the 40s; now we drive their cars. Then it was the Vietnamese they hated because they were fleeing war; now we get a $15 haircut from the woman at the mall. Then it was the Mexicans; now we eat the food from the farms they work at. Then it was the Arabs; now we're fighting for their statehood. Then it was the Koreans; now we have their appliances in our kitchens and cell phones in our hands. Now it's the South East Asian's turn at discrimination and the labelling of those "very dirty people." You'll get over it soon enough and become friends with the Pakistani restaurant owner down the street, or you'll move to Woodstock and enjoy your cultural homogeneity, before the next wave of "others" from some new place around the world threatens your sense of 'I was here first' mentality and ownership of being Canadian. FFS!
Identity Attack0.39966375
Insult0.24928534
Profanity0.14225815
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.36095104 Constructive 0.613 Moral_Argument
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
41, 000 is crazy insane should be like 100 only per year. This oversupply of people is what contributes to more people fighting for few resources (jobs, medical care, apartments, etc)
Identity Attack0.010063417
Insult0.37279442
Profanity0.10301965
Threat0.010550622
Severe Toxicity0.0077056885
Moderate 0.36095104 Constructive 0.52 Economic_Argument
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
White culture is IDGAF about you, unless you make me GAF about you. Then thats your problem cuz I dont fight fair. Leave me alone, I leave you alone. Simple.
White culture is IDGAF about you, unless you make me GAF about you. Then thats your problem cuz I dont fight fair. Leave me alone, I leave you alone. Simple.
Identity Attack0.36733335
Insult0.16480011
Profanity0.18663849
Threat0.013217449
Severe Toxicity0.01754573
Moderate 0.34757367 Moderate Con 0.335
Aug 25, 2025 Why Canadians Are Turning Against …
African always get a fight
African always get a fight
Identity Attack0.40351558
Insult0.123407245
Profanity0.124631
Threat0.075531214
Severe Toxicity0.02077355
Moderate 0.34757367 Moderate Con 0.307 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Identity Attack0.44690517
Insult0.15414265
Profanity0.032643758
Threat0.019918699
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.388
Aug 28, 2025 Why Canadians Are Turning Against …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
I will go to war but not to fight in Ukraine. I will go to war to save the country my ancestors built and if that means we have to force you to leave with …
I will go to war but not to fight in Ukraine. I will go to war to save the country my ancestors built and if that means we have to force you to leave with violence then maybe that's what we will have to do.
Identity Attack0.11163961
Insult0.036104713
Profanity0.06495911
Threat0.41368496
Severe Toxicity0.01986976
Moderate 0.3317266 Constructive 0.523 Fear_Threat
Aug 27, 2025 Why Canadians Are Turning Against …
The majority are Sikh. Almost no problem with them. Sikh are not like your average rural Indian and have been fighting against aggressive Muslims for centuries.
The majority are Sikh. Almost no problem with them. Sikh are not like your average rural Indian and have been fighting against aggressive Muslims for centuries.
Identity Attack0.4139151
Insult0.16337912
Profanity0.0569429
Threat0.019746035
Severe Toxicity0.013995127
Moderate 0.3302291 Moderate Con 0.44 Identity_Assertion
Jan 27, 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.