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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

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Active: "I am immigrant here in …" 3,653 comments · Page 28 of 147
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what …
I am so so surprized with the comments coming from an assumed Christian White man in work jacket and a beautiful bike to ride on, against muslims and African immigrants!!! He has no idea what Jesus has told his people and all Christians to follow? Ohhh...my godness...God forgive this man...cleanse heart from hate, and open his eyes!!! Pooofh...
Identity Attack0.48949075
Insult0.35161978
Profanity0.114160895
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.479 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Africans are below McDonald's intelligence? That's a very ignorant thing to say considering the fact the in USA the most successful immigrants are Nigerians.
Identity Attack0.46028158
Insult0.42743355
Profanity0.10611444
Threat0.0071199946
Severe Toxicity0.01683561
Moderate 0.4394682 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
White culture is being destroyed by 3rd world immigrants. This is happening in Canada, Europe & the United States.
White culture is being destroyed by 3rd world immigrants. This is happening in Canada, Europe & the United States.
Identity Attack0.5135796
Insult0.24630153
Profanity0.09324962
Threat0.059796512
Severe Toxicity0.023076924
Moderate 0.4394682 Low Con 0.294 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Not really... the best thing that has happened so far... immigrants are pushing out the riftraft from my neighborhood. You know the tweekers and thieves.
Identity Attack0.38826546
Insult0.46774593
Profanity0.08290444
Threat0.009074804
Severe Toxicity0.016190045
Moderate 0.4394682 Moderate Con 0.399 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
"Immigrants are complaining about immigrants" that hit hard. What the heck is going on in Canada? I want my country back
"Immigrants are complaining about immigrants" that hit hard. What the heck is going on in Canada? I want my country back
Identity Attack0.40713623
Insult0.29383746
Profanity0.36230123
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.498 Identity_Assertion
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero. We need to fix this country which has been practically inundated by human filth.
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero. We need to fix this country which has been practically inundated by human filth.
Identity Attack0.27171627
Insult0.46173862
Profanity0.16589902
Threat0.013424582
Severe Toxicity0.01754573
Moderate 0.4394682 Moderate Con 0.432 Call_To_Action
Feb 23, 2026 1 likes LILLEY UNLEASHED: The fall of …
These companies just want cheap azz labor. I'm a Canadian citizen and went to school here for a trade and trust me it tough finding a job. In my opinion we don't need anymore immigrants …
These companies just want cheap azz labor. I'm a Canadian citizen and went to school here for a trade and trust me it tough finding a job. In my opinion we don't need anymore immigrants for the next 4 years.
Identity Attack0.2854555
Insult0.37279442
Profanity0.3778404
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.629 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi …
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi students scams or their diploma mill scams are being discussed. then it is "Indian Invasion" even though 95% of them are Punjabis
Identity Attack0.5135796
Insult0.4196762
Profanity0.22602804
Threat0.06939816
Severe Toxicity0.07542343
Moderate 0.4394682 Moderate Con 0.419 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Identity Attack0.40883094
Insult0.27763805
Profanity0.43272525
Threat0.024062606
Severe Toxicity0.029626917
Moderate 0.43720075 Low Con 0.239 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to …
We are all immigrants who came worked our butts off all shifts! Graveyard and even on Christmas Day and now people come here and demanded to get our tax money which we have contributed to the economy! I am also so fed up with ALL these people just coming in. My heart goes out to you girl, I am speechless!
Identity Attack0.36702603
Insult0.36798462
Profanity0.36752504
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.43720075 Constructive 0.701
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
White people complaining about immigration in North America is wild 😂
White people complaining about immigration in North America is wild 😂
Identity Attack0.48915586
Insult0.31740165
Profanity0.18417911
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43475235 Low Con 0.202
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants …
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants and illegals . Cut them all off!!
Identity Attack0.45610145
Insult0.24493282
Profanity0.03615085
Threat0.44942492
Severe Toxicity0.02439716
Moderate 0.43475235 Low Con 0.242 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought nothing but misery in india. So now, they want to be intrusive by immigrating to Canada.
Identity Attack0.49855098
Insult0.36798462
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.022839356
Moderate 0.43475235 Low Con 0.296 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
And they give immigrants money while Canadians are left struggling with no place to stay, no jobs, and no money, this has to stop net zero immigration, and we need mass deportation now. Muslims should …
And they give immigrants money while Canadians are left struggling with no place to stay, no jobs, and no money, this has to stop net zero immigration, and we need mass deportation now. Muslims should not live in western societies, Muslims should only live in muslim countries.
Identity Attack0.55044734
Insult0.20668297
Profanity0.030389199
Threat0.03235042
Severe Toxicity0.023076924
Moderate 0.43475235 Moderate Con 0.329 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Canada never break good immigration system, only break shxt migrants.
Canada never break good immigration system, only break shxt migrants.
Identity Attack0.40351558
Insult0.40243408
Profanity0.352205
Threat0.108496375
Severe Toxicity0.023599008
Moderate 0.43475235 Low Con 0.17
Sep 1, 2025 How Canada broke its immigration …
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants …
They left their country because they were promised a better life….once they arrive I am wondering if they are told differently. Are they told what to do what to say. Are the well connected immigrants getting the jobs? Not all immigrants have jobs. I am sure the ones who don’t have jobs are worried wondering if they should go back to their country even if it means being shamed. Darn if they do darn if they don’t. The Liberal made this mess and they should fix it! If they can’t then they should step aside and let the Conservatives try fixing what’s wrong with our Country! There needs to be a revival in Canada. We need things reformed, re-established. We need new standards in place and bring alignment back to where things have gone off. To the Liberal voters… ”I hope you have realized by now what you have done by voting for the Liberals. It’s up to you now to step out of your safe zone, your cocoon and protest and demand that Mark Carney put aside his stupid idea of net zero policy before he goes further in destroying Canada as we know it.
Identity Attack0.33060804
Insult0.40243408
Profanity0.41081807
Threat0.016292779
Severe Toxicity0.02373986
Moderate 0.43230394 Constructive 0.671
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
GO BACK TO INDIA AS A PROUD CANADIAN I AM NOT HAPPY WITH THE IMMIGRATION IN MY COUNTRY
Identity Attack0.48915586
Insult0.24493282
Profanity0.06044999
Threat0.010058682
Severe Toxicity0.023076924
Moderate 0.43230394 Moderate Con 0.354
Sep 20, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too …
The real problem with immigration to western countries is the labour force... Tell me honestly can white citizens of us,canada\\europe fill the space taken by, mexicans,muslims\\indians or Asians??? You westerners are too lazy or too little in population to fill the economic needs of Low paying jobs in your countries
Identity Attack0.50515604
Insult0.40243408
Profanity0.07870171
Threat0.009903334
Severe Toxicity0.021419114
Moderate 0.43230394 Low Con 0.241 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with …
The only people allowed to complain about immigrants in US and Canada are natives. Racist low iqs who don't like that can go and colonize Antarctica or go back to Europe. It's also full with immigrants but there at least your complaints make some sense.
Identity Attack0.46028158
Insult0.4339631
Profanity0.049427703
Threat0.00951496
Severe Toxicity0.020127986
Moderate 0.43230394 Moderate Con 0.353 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Carney picked an absolute bonehead to be the new immigration minister 😮. I've never heard her answer a question 🤔 intelligently or honestly 🤔 😳 🙄
Carney picked an absolute bonehead to be the new immigration minister 😮. I've never heard her answer a question 🤔 intelligently or honestly 🤔 😳 🙄
Identity Attack0.018269362
Insult0.4962726
Profanity0.12220735
Threat0.0077802283
Severe Toxicity0.013349563
Moderate 0.42985553 Low Con 0.277 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
Immigration Immigration Immigration Immigration Immigration the root of all evil
Immigration Immigration Immigration Immigration Immigration the root of all evil
Identity Attack0.458714
Insult0.20901857
Profanity0.10116278
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.181
Aug 24, 2025 Why Canadians Are Turning Against …
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
26:36 This‼️ food so expensive I go hungry every month as I'm writing this I have zero food in my house and all the resources are overburdened because of all the new immigrants🤬🤦‍♀️🥺
Identity Attack0.46028158
Insult0.25800487
Profanity0.15019037
Threat0.011042561
Severe Toxicity0.023176458
Moderate 0.42985553 Constructive 0.602 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural …
no we are not against immigrants. Just those with improper hygiene, difficult accents, no comprehension of manners, strong sense of entitlement, cuisine that allows them to reek on public transit, no clue about preserving natural resources and my favourite, defecating on beaches then having the audacity to lie about it and blame local dogs! They are actually cleaner than this uncouth demographic. 😮
Identity Attack0.43896464
Insult0.43450394
Profanity0.15724123
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.42985553 Moderate Con 0.423 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Canada has failed! We are now CanIndia! Why is it so damn important for countries to accept immigrants? Please tell me why!
Identity Attack0.36873037
Insult0.34626248
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.42985553 Low Con 0.289 Identity_Assertion
Sep 28, 2025 How Canada broke its immigration …

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.