Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "why does she just keep …" 628 comments · Page 19 of 26
its so funny at around 5:10 when it keeps switching from the bike guy to the cashier 🤣🤣
its so funny at around 5:10 when it keeps switching from the bike guy to the cashier 🤣🤣
Identity Attack0.00621564
Insult0.021675033
Profanity0.031140719
Threat0.00899713
Severe Toxicity0.003490448
Low Tox 0.09655223 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 7 likes Inside Canada's Indian Invasion...
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration …
Since everyone is an immigrant in immigrant nations, they need to work on immigration and keep up their values as a nation. People exploiting Canada, US or anywhere should be stopped immediately, sorry but immigration should work on that.
Identity Attack0.06613251
Insult0.02193286
Profanity0.011646013
Threat0.007832011
Severe Toxicity0.0019359589
Low Tox 0.09611836 Constructive 0.565
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As long as we roll out the welfare red carpet they'll keep coming
As long as we roll out the welfare red carpet they'll keep coming
Identity Attack0.025605056
Insult0.026058068
Profanity0.01535229
Threat0.009722093
Severe Toxicity0.0031280518
Low Tox 0.09611836 Low Con 0.232 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Just the tippity top of the iceberg. Keep digging, we've been the play place of foreign International influence groups too long.
Just the tippity top of the iceberg. Keep digging, we've been the play place of foreign International influence groups too long.
Identity Attack0.015154205
Insult0.03588435
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.001373291
Low Tox 0.09525062 Low Con 0.229 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Very good video, I hope that you keep educating the people, its the only way that we can unite and put a stop to this kind of government.
Identity Attack0.018269362
Insult0.021868404
Profanity0.024404489
Threat0.017156094
Severe Toxicity0.0031471252
Low Tox 0.09394901 Constructive 0.555
Aug 26, 2025 Why Canadians Are Turning Against …
Bike guy is keeping it real. He should replace their politicians.
Bike guy is keeping it real. He should replace their politicians.
Identity Attack0.005512681
Insult0.038566336
Profanity0.013849284
Threat0.009023022
Severe Toxicity0.0014972687
Low Tox 0.091913216 Moderate Con 0.361 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
When you keep your gates wide open for all to enter and then complain if bad ones come in. 🥱
When you keep your gates wide open for all to enter and then complain if bad ones come in. 🥱
Identity Attack0.0024048607
Insult0.030595649
Profanity0.016547862
Threat0.007857903
Severe Toxicity0.0014591217
Low Tox 0.08795626 Low Con 0.132 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
This was to stack the deck to keep the liberal communist party in power indefinitely.
This was to stack the deck to keep the liberal communist party in power indefinitely.
Identity Attack0.028628819
Insult0.028392024
Profanity0.017162729
Threat0.008556974
Severe Toxicity0.0020313263
Low Tox 0.08716487 Low Con 0.145
Jun 18, 2025 1 likes How Canada broke its immigration …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
Identity Attack0.026207991
Insult0.032138187
Profanity0.012107162
Threat0.0062849927
Severe Toxicity0.0015544891
Low Tox 0.08637348 Low Con 0.164 Economic_Argument
Jan 15, 2026 Canada’s new rules in 2026
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs …
Half a million more gang members arriving this year too! Even the gangs are having trouble keeping up with all the new recruits the liberals are bringing to Canada. We have some completely new gangs forming there’s so many guys now.
Identity Attack0.021083053
Insult0.029493837
Profanity0.013131939
Threat0.00967031
Severe Toxicity0.0019168854
Low Tox 0.08637348 Moderate Con 0.38 Unverified_Claim
Feb 25, 2026 'We do know that there's …
hahahahaaha keep quiet , nice
hahahahaaha keep quiet , nice
Identity Attack0.0027748393
Insult0.032028005
Profanity0.018665737
Threat0.007534259
Severe Toxicity0.0029563904
Low Tox 0.085582085 Moderate Con 0.338 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government …
we have an aging population and our government is importing old people that we are paying to take care of on top of our already aging population. Young people who aren't on welfare with government housing have a hard time having children. They can barely afford to keep the roof over their head and themselves fed... that is why they are not having children. Happy secure adults have children.
Identity Attack0.011765319
Insult0.030154925
Profanity0.013610168
Threat0.007689608
Severe Toxicity0.002193451
Low Tox 0.08479069 Constructive 0.559
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
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 …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing …
Instead of relying on immigration, Canada should focus on innovation — create robots, invest in R&D, and encourage its own population to have more children. Solving the labour shortage domestically is a long-term solution. Bringing in large numbers of people from 3rd world countries won’t fix the real issues — it may even harm the system over time. Speaking as an Indian, I can say that many of our people don’t adapt to the host country’s culture or values; instead, they often bring the same mindset that created problems back home. Look at India — poor infrastructure, declining quality of life, and a government more focused on propaganda than progress. Importing that mentality, even among the so-called “educated,” won’t benefit Canada. Core values and a willingness to evolve matter far more than degrees. Your govt should also stop permit or spending public money on building temples, mosques, or any religious structures. Why do we even need them? Faith is a personal matter — keep your beliefs and celebrations at home. Things starts with these things only.
Identity Attack0.050443888
Insult0.027841117
Profanity0.013302735
Threat0.007365964
Severe Toxicity0.0021076202
Low Tox 0.081625134 Constructive 0.682
Oct 10, 2025 IRCC Names India in Study …
Why u guys keeping voting in liberals???
Why u guys keeping voting in liberals???
Identity Attack0.029402243
Insult0.023093075
Profanity0.01535229
Threat0.007249452
Severe Toxicity0.0020980835
Low Tox 0.081625134 Low Con 0.268 Question
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Just keep voting LIBERAL nothing will change with them in power.
Just keep voting LIBERAL nothing will change with them in power.
Identity Attack0.025404079
Insult0.026315894
Profanity0.013029462
Threat0.008815889
Severe Toxicity0.0018787384
Low Tox 0.08083374 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned and gained from Canada. Not stay here and force the government to bow down to their demands. They need to keep in mind that they are in Canada temporarily and are not citizens.
Identity Attack0.044612918
Insult0.024124376
Profanity0.010108846
Threat0.006874025
Severe Toxicity0.0017929077
Low Tox 0.08004235 Constructive 0.561
Nov 20, 2025 41 likes Quebec Ends Economic Immigration Program …
People voted to keep liberals, so deal with it !😊
People voted to keep liberals, so deal with it !😊
Identity Attack0.0233943
Insult0.026831545
Profanity0.013712646
Threat0.008582866
Severe Toxicity0.0020599365
Low Tox 0.07687678 Low Con 0.229 Identity_Assertion
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Identity Attack0.029660052
Insult0.024768941
Profanity0.011253181
Threat0.0065180166
Severe Toxicity0.0019836426
Low Tox 0.07608539 Moderate Con 0.382 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
please keep sleeping as what ever you discover was well known to every one in Canada۔
please keep sleeping as what ever you discover was well known to every one in Canada۔
Identity Attack0.010581387
Insult0.028061481
Profanity0.011065305
Threat0.008375733
Severe Toxicity0.001745224
Low Tox 0.075294 Moderate Con 0.31 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …

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.