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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: "Brought to you by the …" 184 comments · Page 7 of 8
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems …
I do not blame the immigrants, most immigrants didn’t come crossing the border illegally the government brought them and there’s no integration system whatsoever so again Canadians voted for the same government- so it seems like Canadians are happy with this.
Identity Attack0.051353373
Insult0.019547975
Profanity0.010501678
Threat0.006162008
Severe Toxicity0.0014972687
Low Tox 0.06817148 Constructive 0.55
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Conservatives brought in a lot of people as well
Conservatives brought in a lot of people as well
Identity Attack0.026408968
Insult0.021159383
Profanity0.018802373
Threat0.009566744
Severe Toxicity0.0024223328
Low Tox 0.067380086 Moderate Con 0.363 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the bucket, we've brought in millions and millions who we don't have space for. If you can't add lanes to our bridges we shouldn't be growing at this pace. How do we get rid of these millions? Are you going to intentionally make this cost as much as possible so that we give up and accept the new normal? You planned this in advance, you don't want Millennials to have kids.
Identity Attack0.010507392
Insult0.026960457
Profanity0.015454767
Threat0.008311004
Severe Toxicity0.002155304
Low Tox 0.06421452 Constructive 0.708
Dec 26, 2025 Deportations From Canada at Their …
I was not born in Canada but I was brought up in Ottawa I have been living in Brazil for the past 20 years but I do not recognize Canada anymore
I was not born in Canada but I was brought up in Ottawa I have been living in Brazil for the past 20 years but I do not recognize Canada anymore
Identity Attack0.050443888
Insult0.016860934
Profanity0.01265371
Threat0.0066798385
Severe Toxicity0.0017261505
Low Tox 0.058737632 Constructive 0.536
Dec 29, 2025 Deportations From Canada at Their …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and my experience has been great. Immigration has brought a lot of positives to Canada. And at some point, majority of us or our families immigrated here. There’s a lot more to the story than these random conversational clips. I am not condoning smuggling, that should never happen. But in every people group you’ll find illegal activity, that doesn’t mean that’s how they all operate.
Identity Attack0.019475231
Insult0.0233509
Profanity0.016616182
Threat0.007249452
Severe Toxicity0.0016021729
Low Tox 0.05131592 Constructive 0.849 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I still don't understand why we brought them here. Why did we need to make it impossible for our young people to find jobs? It only benefits corporations not the Canadian citizens.
I still don't understand why we brought them here. Why did we need to make it impossible for our young people to find jobs? It only benefits corporations not the Canadian citizens.
Identity Attack0.026609946
Insult0.016784932
Profanity0.009784333
Threat0.006272047
Severe Toxicity0.0013065338
Low Tox 0.044388983 Constructive 0.567 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Actual the reason Ukrainian were brought in was they were successful at farming in Chernozem/black soil that appears in both the Steppe region of Ukraine and the Prairies region of Canada. Up to very recent …
Actual the reason Ukrainian were brought in was they were successful at farming in Chernozem/black soil that appears in both the Steppe region of Ukraine and the Prairies region of Canada. Up to very recent everyone who is here is here for a reason, whether it was the points system or informal economic reason in the more distant past.
Identity Attack0.027413858
Insult0.01625293
Profanity0.011902207
Threat0.0062979385
Severe Toxicity0.001411438
Low Tox 0.04315203 Constructive 0.52 Comparative_Framing
Jun 16, 2025 19 likes How Canada broke its immigration …
Trudeau and Singh brought in millions from India.
Trudeau and Singh brought in millions from India.
Identity Attack0.023997234
Insult0.017936565
Profanity0.011492296
Threat0.00666042
Severe Toxicity0.0014400482
Low Tox 0.04240986 Low Con 0.17
Dec 26, 2025 Deportations From Canada at Their …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Canada government intentionally brought people that can not unite for some reason.
Canada government intentionally brought people that can not unite for some reason.
Identity Attack0.013847848
Insult0.018065477
Profanity0.010826191
Threat0.0065827454
Severe Toxicity0.0010967255
Low Tox 0.040183347 Low Con 0.209
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love …
People from India in California are absolutely amazing. They have brought their culture, their traditions, their wisdom, their work habits, and their art. And, they’ve assimilated, they speak the language, they work hard, they love being here and become citizens.. The ultimate perfect example of what it means to be an immigrant in the US.
Identity Attack0.037136484
Insult0.012946909
Profanity0.017777596
Threat0.006699257
Severe Toxicity0.0019168854
Low Tox 0.039935954 Constructive 0.654 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Youtube brought the video back!
Youtube brought the video back!
Identity Attack0.009545447
Insult0.011920903
Profanity0.027000591
Threat0.012337137
Severe Toxicity0.0031852722
Low Tox 0.039462693 Moderate Con 0.315 Meta_Commentary
Feb 4, 2026 Inside Canada's Indian Invasion...
Brought to you by the LIBERAL PARTY OF CANADA !
Brought to you by the LIBERAL PARTY OF CANADA !
Identity Attack0.01139534
Insult0.018258847
Profanity0.010740792
Threat0.0071847234
Severe Toxicity0.0016593933
Low Tox 0.039462693 Low Con 0.233
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without any solid action. The whole problem is systemic from the top of parliament.
Identity Attack0.003385304
Insult0.018001022
Profanity0.012004685
Threat0.007262398
Severe Toxicity0.00091552734
Low Tox 0.037105743 Moderate Con 0.36 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Finally this is being brought up
Finally this is being brought up
Identity Attack0.006770608
Insult0.010856897
Profanity0.02249157
Threat0.011689849
Severe Toxicity0.00289917
Low Tox 0.032156147 Moderate Con 0.323
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
Identity Attack0.011469335
Insult0.016632931
Profanity0.0103821205
Threat0.0060778605
Severe Toxicity0.0008535385
Low Tox 0.031684756 Moderate Con 0.498
Jan 8, 2026 New rules, regulations take effect …
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
Identity Attack0.0071775843
Insult0.015872927
Profanity0.010945748
Threat0.006194372
Severe Toxicity0.00089645386
Low Tox 0.029092113 Low Con 0.256
Jul 2, 2019 3 likes How much do refugees and …
trudeu brought them here, so they could vote for him and the liberals
trudeu brought them here, so they could vote for him and the liberals
Identity Attack0.008102531
Insult0.0151129225
Profanity0.010826191
Threat0.006589218
Severe Toxicity0.0009965897
Low Tox 0.02873857 Low Con 0.185
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Identity Attack0.0071405866
Insult0.014390918
Profanity0.010911589
Threat0.0070034824
Severe Toxicity0.0009965897
Low Tox 0.028620722 Low Con 0.173 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Brought to you by the Liberal Party of Canada.
Brought to you by the Liberal Party of Canada.
Identity Attack0.007806548
Insult0.012756908
Profanity0.010740792
Threat0.007029374
Severe Toxicity0.001115799
Low Tox 0.024378212 Low Con 0.247 Policy_Critique
Feb 17, 2026 284 likes LILLEY UNLEASHED: The fall of …
The lady reading brought tears to my eyes ...heartbreaking ...
The lady reading brought tears to my eyes ...heartbreaking ...
Identity Attack0.0023493639
Insult0.009526889
Profanity0.013576009
Threat0.008013252
Severe Toxicity0.001115799
Low Tox 0.022846194 Moderate Con 0.482
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Identity Attack0.0035332954
Insult0.012072904
Profanity0.010979908
Threat0.006265574
Severe Toxicity0.000705719
Low Tox 0.021314176 Constructive 0.613 Economic_Argument
Feb 24, 2026 'We do know that there's …

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.