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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: "I am from Quebec and …" 199 comments · Page 4 of 8
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see posted below.
Identity Attack0.06385879
Insult0.03827355
Profanity0.011236101
Threat0.008789998
Severe Toxicity0.0023269653
Low Tox 0.11347008 Constructive 0.619 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more immigrants in such program when even thousands of locals were and are struggling to find jobs? For the last 6 years I made a career in Private security ; I became an officer Liutenant at least I tried ; but now a days I don’t even have a job in security anymore ; too many immigrants applying for the same job / and frankly they do not care if the remuneration is only 21$ an hour / so officers can’t afford to work for less than 27$ ; because they have 6 years experience and more : it’s logical / however , comes an Arabic guy ; who quit the job he came here to do under the program , now he is looking for his first job out here in the real market ( does 80 hours training to get a BSP ) the guy had a college degree or university on something else ; and magically he becomes an officer with no experience for $24 dollars an hour And any security company accepts him 🤷‍♂️ Conclusion : true experienced security professionals officers who built their careers from the bottom all the way up Don’t have a job anymore Remember , officers aren’t unionized 🤷‍♂️
Identity Attack0.0775651
Insult0.04032305
Profanity0.016172111
Threat0.006861079
Severe Toxicity0.0030136108
Low Tox 0.112850055 Constructive 0.794
Dec 10, 2025 Quebec Ends Economic Immigration Program …
We welcome people in and they take over our cities and throw us in the streets and poverty. Good for Quebec.
We welcome people in and they take over our cities and throw us in the streets and poverty. Good for Quebec.
Identity Attack0.011173353
Insult0.034672357
Profanity0.011423977
Threat0.018710058
Severe Toxicity0.002632141
Low Tox 0.112643376 Moderate Con 0.493
Nov 21, 2025 24 likes Quebec Ends Economic Immigration Program …
So they implemented a plan to immigrate to Quebec for citizen ship, now they’ve taken it away? Bad form Quebec
So they implemented a plan to immigrate to Quebec for citizen ship, now they’ve taken it away? Bad form Quebec
Identity Attack0.04512853
Insult0.035553806
Profanity0.0127561875
Threat0.006925808
Severe Toxicity0.001821518
Low Tox 0.112540044 Low Con 0.281 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Merci Quebec l'imigration temporaire doit rester temporaire They come TEMPORARY and expect it will never expire at our expense
Merci Quebec l'imigration temporaire doit rester temporaire They come TEMPORARY and expect it will never expire at our expense
Identity Attack0.05612817
Insult0.06669625
Profanity0.010125926
Threat0.0069905366
Severe Toxicity0.007896423
Low Tox 0.11181668 Moderate Con 0.393
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Why is this a human tragedy? What's so extraordinary about living in Quebec or Canada for that matter? The exorbitant cost of living and accommodation? 6 months of winter and loneliness? A very competitive job …
Why is this a human tragedy? What's so extraordinary about living in Quebec or Canada for that matter? The exorbitant cost of living and accommodation? 6 months of winter and loneliness? A very competitive job market which is extremely demanding regarding ones qualifications and work experience? I can't understand why they're breaking their heads to stay here other than to collect welfare money!!
Identity Attack0.020781586
Insult0.03827355
Profanity0.014361672
Threat0.010783645
Severe Toxicity0.0029754639
Low Tox 0.11129999 Constructive 0.551
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Why can Quebec make decisions about their immigration but the rest of the country is slowly turning into India?
Why can Quebec make decisions about their immigration but the rest of the country is slowly turning into India?
Identity Attack0.09245483
Insult0.027730936
Profanity0.01265371
Threat0.00636914
Severe Toxicity0.0022125244
Low Tox 0.11036996 Low Con 0.266
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Quebec you don't even make 20 $ an hour
Quebec you don't even make 20 $ an hour
Identity Attack0.023997234
Insult0.039444692
Profanity0.014942379
Threat0.0060713873
Severe Toxicity0.0021839142
Low Tox 0.10783285 Low Con 0.247 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
Identity Attack0.036620867
Insult0.034672357
Profanity0.012585391
Threat0.01086132
Severe Toxicity0.0024032593
Low Tox 0.10783285 Low Con 0.21 Identity_Assertion
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Oh no. Quebec was so focussed on the English speaking population Guess they have somebody else to cry about now. You did it to yourselves.
Oh no. Quebec was so focussed on the English speaking population Guess they have somebody else to cry about now. You did it to yourselves.
Identity Attack0.01465176
Insult0.042665333
Profanity0.012141321
Threat0.0067445673
Severe Toxicity0.0016021729
Low Tox 0.10609736 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
selling PR status to flood of rich Chinese through Quebec QIIP loophole wasn't a problem, but this is?
selling PR status to flood of rich Chinese through Quebec QIIP loophole wasn't a problem, but this is?
Identity Attack0.06340405
Insult0.032138187
Profanity0.013917602
Threat0.007340072
Severe Toxicity0.0022602081
Low Tox 0.10566349 Low Con 0.221 Policy_Critique
Nov 20, 2025 5 likes Quebec Ends Economic Immigration Program …
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
Identity Attack0.06658725
Insult0.028281843
Profanity0.011526455
Threat0.0061037517
Severe Toxicity0.0018596649
Low Tox 0.10566349 Moderate Con 0.309 Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
They are hiding in Quebec......WE need Immigration to do follow up here....They are taking over housing and using Food Banks...HELP.
They are hiding in Quebec......WE need Immigration to do follow up here....They are taking over housing and using Food Banks...HELP.
Identity Attack0.05612817
Insult0.026444806
Profanity0.010928668
Threat0.007068211
Severe Toxicity0.0023651123
Low Tox 0.104795754 Constructive 0.549 Fear_Threat
Nov 13, 2025 IRCC Names India in Study …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must be making more kids or else they are dooming their own province.
Identity Attack0.047190998
Insult0.030375287
Profanity0.011219022
Threat0.0078449575
Severe Toxicity0.001964569
Low Tox 0.103494145 Moderate Con 0.385
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in …
now quebec will have peace... they should have known their actions would have consequences ... blocking road for public prayers .. not because the want to pray but to show dominance .. i live in dubai .. nobody blocks roads to pray here ,... either pray at home or in mosque ... i hope europe wakes up too ... see how fast energy returns ? they didnt have good intentions for canada ... they just wanted to spread their extreme ideology
Identity Attack0.05794714
Insult0.030265106
Profanity0.0118338885
Threat0.0071717775
Severe Toxicity0.0022411346
Low Tox 0.102626406 Constructive 0.574 Fear_Threat
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration …
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration used to be fair and well vetted. Time to stop the woke / Lib rules
Identity Attack0.039714564
Insult0.036545437
Profanity0.012141321
Threat0.006304411
Severe Toxicity0.0016880035
Low Tox 0.10175867 Constructive 0.634
Nov 23, 2025 12 likes Quebec Ends Economic Immigration Program …
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
I think Quebec should absorb all of Canada and just make them all speak French. Easy day.
Identity Attack0.06294931
Insult0.022255141
Profanity0.012687869
Threat0.012026439
Severe Toxicity0.0032997131
Low Tox 0.10002319 Low Con 0.222
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
Identity Attack0.008731495
Insult0.039444692
Profanity0.01220964
Threat0.005964585
Severe Toxicity0.0010919571
Low Tox 0.09741997 Constructive 0.675 Personal_Narrative
Nov 20, 2025 Quebec Ends Economic Immigration Program …
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained …
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained on site & then spreadout across the country from there. The Government is paying the majority of their minimum wage and business owners pay pennies for them! They will also work more hours than others. Our own people are being ignored when they apply for jobs so that its not considered discrimination. They can easily claim the immigrants applied first.
Identity Attack0.016963007
Insult0.04383647
Profanity0.017299367
Threat0.00666042
Severe Toxicity0.0022792816
Low Tox 0.09655223 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
here to contribute to quebec🚫 Chant quoran in front of churches and pray in streets ✅️ Take your taqiya with you.
here to contribute to quebec🚫 Chant quoran in front of churches and pray in streets ✅️ Take your taqiya with you.
Identity Attack0.055218685
Insult0.0233509
Profanity0.014225035
Threat0.010680079
Severe Toxicity0.004043579
Low Tox 0.09568449 Low Con 0.276
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Identity Attack0.06431354
Insult0.023608726
Profanity0.012141321
Threat0.0065697995
Severe Toxicity0.0015163422
Low Tox 0.091913216 Moderate Con 0.403
Sep 27, 2025 19 likes IRCC Names India in Study …
Only in Quebec I see no turban 👳 protesting against immigration laws
Only in Quebec I see no turban 👳 protesting against immigration laws
Identity Attack0.0440973
Insult0.025155678
Profanity0.0127561875
Threat0.0067445673
Severe Toxicity0.0019359589
Low Tox 0.08874765 Low Con 0.284 Identity_Assertion
Nov 20, 2025 25 likes Quebec Ends Economic Immigration Program …
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
I am sorry for immigrants but we can no longer fund these programs and born Quebec citizens can no longer afford to lose their jobs to immigrants and affordable housing. Wishing them all the best.
Identity Attack0.05612817
Insult0.020063626
Profanity0.010108846
Threat0.006848133
Severe Toxicity0.0017642975
Low Tox 0.08241652 Constructive 0.688 Economic_Argument
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction …
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction as these residents enter politics and leadership roles.
Identity Attack0.05612817
Insult0.02193286
Profanity0.009869732
Threat0.008764107
Severe Toxicity0.0018978119
Low Tox 0.08241652 Moderate Con 0.468 Identity_Assertion
Nov 22, 2025 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.