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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: "As a Canadian we need …" 446 comments · Page 17 of 18
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Wait, if someone who needs deporting needs life saving medicine why should the Canadian medical system pay for them?
Identity Attack0.011839314
Insult0.011730902
Profanity0.010125926
Threat0.007586042
Severe Toxicity0.0010633469
Low Tox 0.034041706 Low Con 0.29 Question
Dec 31, 2025 Deportations From Canada at Their …
Country needs serious help, Canadians will never own homes w these house prices!
Country needs serious help, Canadians will never own homes w these house prices!
Identity Attack0.014752249
Insult0.014504919
Profanity0.009434202
Threat0.006246155
Severe Toxicity0.00096797943
Low Tox 0.032391842 Low Con 0.243 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian …
We let to many of them here in Canada to be fair they are very nice people and we Canadians respect every culture but at same time they need to do the same with Canadian culture❤
Identity Attack0.022791367
Insult0.011920903
Profanity0.013029462
Threat0.007145886
Severe Toxicity0.0013637543
Low Tox 0.03192045 Constructive 0.651
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Why stop there? Until they fix inflation and every other housing issue CANADIAN citizens need a break. We do need immigration, controlled and properly maintained immigration.
Identity Attack0.014551271
Insult0.012604907
Profanity0.009750174
Threat0.0066151097
Severe Toxicity0.0010633469
Low Tox 0.03192045 Constructive 0.501
Dec 24, 2025 1 likes Deportations From Canada at Their …
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
This is why Canadians who have worked all their lives have to wait years for any needed surgery.
Identity Attack0.015958117
Insult0.012946909
Profanity0.009562299
Threat0.0063950317
Severe Toxicity0.0010108948
Low Tox 0.031213367 Moderate Con 0.34 Economic_Argument
Feb 17, 2026 20 likes LILLEY UNLEASHED: The fall of …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …
You Canadians need Trump for president make canada great again
You Canadians need Trump for president make canada great again
Identity Attack0.017967897
Insult0.0115029
Profanity0.012141321
Threat0.0072365063
Severe Toxicity0.0014877319
Low Tox 0.030977672 Low Con 0.237 Comparative_Framing
Aug 26, 2025 Why Canadians Are Turning Against …
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Identity Attack0.013144426
Insult0.014960921
Profanity0.010740792
Threat0.006220264
Severe Toxicity0.0010681152
Low Tox 0.030388435 Low Con 0.204
Jan 18, 2026 2.9 million Canadian temporary visas …
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
What about entirely stopping the temporary foreign workers program, for every industry, other than agricultural. Canadians need jobs, too. It can't ALL benefit big business at the expense of unemployed Canadian citizens.
Identity Attack0.014450782
Insult0.01313691
Profanity0.00993805
Threat0.0062849927
Severe Toxicity0.0009250641
Low Tox 0.03015274 Constructive 0.526 Policy_Critique
Jan 19, 2026 14 likes Why Canada’s immigration system has …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Pray for the politicians... i cant do it alone i need help so #Canadians get on your knees to your savior and pray
Identity Attack0.0045507364
Insult0.012566907
Profanity0.010996987
Threat0.008440462
Severe Toxicity0.0013446808
Low Tox 0.029092113 Moderate Con 0.401 Call_To_Action
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Need a Canadian ICE
Need a Canadian ICE
Identity Attack0.009027477
Insult0.011198899
Profanity0.0128245065
Threat0.0091524795
Severe Toxicity0.0020885468
Low Tox 0.028031485 Moderate Con 0.371 Call_To_Action
Dec 1, 2025 1 likes IRCC Names India in Study …
Decently based bike guy. More canadians need to be like him, but further in defence of the land.
Decently based bike guy. More canadians need to be like him, but further in defence of the land.
Identity Attack0.008324518
Insult0.01625293
Profanity0.010108846
Threat0.0066927844
Severe Toxicity0.0009393692
Low Tox 0.02779579 Constructive 0.53 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this …
It’s time to stop all these creative wars that’s going on.Canadian are suffering financially and our monies are supporting war when Canadians are struggling to buy food. Th3 government needs to do something about this problem now.
Identity Attack0.011469335
Insult0.011692902
Profanity0.00995513
Threat0.007935578
Severe Toxicity0.001039505
Low Tox 0.027442247 Constructive 0.511 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canadians need to know??? Don't go.
Canadians need to know??? Don't go.
Identity Attack0.041309193
Insult0.0030131268
Profanity0.00010365524
Threat0.00042226308
Severe Toxicity0.0000054260313
Low Tox 0.02689705 Call_To_Action
Dec 10, 2025
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold …
You don’t need endless studies and quantifiable evidence to apply a bit of common sense I don’t need a study to tell me to close the window or put on a sweater if it’s cold in my house The point is there shouldn’t be one extra dollar that’s spent on anything that is outside of Canadian interests
Identity Attack0.0060676485
Insult0.014808921
Profanity0.010057608
Threat0.006003422
Severe Toxicity0.00071048737
Low Tox 0.025910228 Moderate Con 0.419 Policy_Critique
Feb 24, 2026 'We do know that there's …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
Canadians need to put pressure on Canadian Border Services and the IRCC to fix this situation asap
Canadians need to put pressure on Canadian Border Services and the IRCC to fix this situation asap
Identity Attack0.012943448
Insult0.009868891
Profanity0.010450439
Threat0.009023022
Severe Toxicity0.0011205673
Low Tox 0.025674535 Moderate Con 0.322
Oct 7, 2025 IRCC Names India in Study …
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
American, Canadian, Australian, New Zealander, Irish, and British patriots all need to unite more than ever right now.
Identity Attack0.013546381
Insult0.009241886
Profanity0.014088398
Threat0.008531082
Severe Toxicity0.0015068054
Low Tox 0.024260364 Moderate Con 0.453 Identity_Assertion
Feb 3, 2026 14 likes Inside Canada's Indian Invasion...
We need. Canadian I.C.E
We need. Canadian I.C.E
Identity Attack0.009619443
Insult0.010362893
Profanity0.0117997285
Threat0.008582866
Severe Toxicity0.0016784668
Low Tox 0.023317585 Moderate Con 0.346 Call_To_Action
Nov 10, 2025 1 likes IRCC Names India in Study …
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
Identity Attack0.013244915
Insult0.010096892
Profanity0.009664777
Threat0.0066733654
Severe Toxicity0.0008392334
Low Tox 0.02308189 Low Con 0.24
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Justin has let too many in. Canadians need support right now .
Justin has let too many in. Canadians need support right now .
Identity Attack0.0074365693
Insult0.011730902
Profanity0.009681856
Threat0.0067057298
Severe Toxicity0.0008678436
Low Tox 0.021903414 Moderate Con 0.342
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …

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.