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: "so many of the same …" 1,340 comments · Page 42 of 54
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Identity Attack0.025605056
Insult0.03566399
Profanity0.012038844
Threat0.0074954215
Severe Toxicity0.0019550323
Low Tox 0.0969861 Low Con 0.248 Identity_Assertion
Oct 1, 2025 2 likes IRCC Names India in Study …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Identity Attack0.072601855
Insult0.019999169
Profanity0.012141321
Threat0.006925808
Severe Toxicity0.0021076202
Low Tox 0.09611836 Moderate Con 0.316 Question
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Identity Attack0.10221587
Insult0.021159383
Profanity0.01261955
Threat0.0064144502
Severe Toxicity0.0018405914
Low Tox 0.09525062 Moderate Con 0.317 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
many government offcials are Indian descents like Pemi Gill. for some reasons they would like to help indians get all kinds visa and eventually PR or even citizenship
many government offcials are Indian descents like Pemi Gill. for some reasons they would like to help indians get all kinds visa and eventually PR or even citizenship
Identity Attack0.094936445
Insult0.023093075
Profanity0.02344803
Threat0.008323951
Severe Toxicity0.0029945374
Low Tox 0.09481675 Moderate Con 0.425
Sep 28, 2025 26 likes IRCC Names India in Study …
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Identity Attack0.04822223
Insult0.024897853
Profanity0.01402008
Threat0.007262398
Severe Toxicity0.002670288
Low Tox 0.09438288 Moderate Con 0.495 Fear_Threat
Nov 3, 2025 IRCC Names India in Study …
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Identity Attack0.028628819
Insult0.02708937
Profanity0.013336895
Threat0.007068211
Severe Toxicity0.0019359589
Low Tox 0.09394901 Constructive 0.55 Economic_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
Many Indians are GREAT. We are sorry for the bad ones.
Many Indians are GREAT. We are sorry for the bad ones.
Identity Attack0.060675595
Insult0.02193286
Profanity0.027000591
Threat0.00780612
Severe Toxicity0.0028800964
Low Tox 0.09394901 Constructive 0.548 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
There are many Indian International " Students " visas expired. They are still in Canada. You can find them at Amazon warehouses
There are many Indian International " Students " visas expired. They are still in Canada. You can find them at Amazon warehouses
Identity Attack0.07425626
Insult0.023995465
Profanity0.013302735
Threat0.0064532873
Severe Toxicity0.0018978119
Low Tox 0.09308127 Moderate Con 0.416
Dec 25, 2025 56 likes Deportations From Canada at Their …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
These people are everywhere. Why they letting so many of them in
These people are everywhere. Why they letting so many of them in
Identity Attack0.019977676
Insult0.024640027
Profanity0.022013342
Threat0.008764107
Severe Toxicity0.002632141
Low Tox 0.0926474 Low Con 0.233 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
You should check out Australia and New Zealand. Same thing is happening. Yesterday was Australia's national day "Australia day" but many members of the ruling party only posted messages celebrating Indian nationalism.
Identity Attack0.06704199
Insult0.020901557
Profanity0.015420608
Threat0.008039144
Severe Toxicity0.0023937225
Low Tox 0.091913216 Constructive 0.563
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Many of the foriegn temporary workers brought in are run by owner of the same ethenicity probably because they can have more control over them as well as it being cheaper.
Many of the foriegn temporary workers brought in are run by owner of the same ethenicity probably because they can have more control over them as well as it being cheaper.
Identity Attack0.05612817
Insult0.022706337
Profanity0.013439372
Threat0.0068999166
Severe Toxicity0.001964569
Low Tox 0.091913216 Moderate Con 0.481
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Identity Attack0.0057346676
Insult0.02373764
Profanity0.017094411
Threat0.012233571
Severe Toxicity0.002670288
Low Tox 0.09112182 Moderate Con 0.403
Sep 8, 2025 Why Canadians Are Turning Against …
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
Identity Attack0.05976611
Insult0.022190686
Profanity0.012961143
Threat0.0067834044
Severe Toxicity0.0019454956
Low Tox 0.08953904 Constructive 0.631 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
To many and the wrong types. Some "types" just do not fit in well with Western values.
To many and the wrong types. Some "types" just do not fit in well with Western values.
Identity Attack0.036878675
Insult0.029383656
Profanity0.013712646
Threat0.006543908
Severe Toxicity0.0015258789
Low Tox 0.08953904 Moderate Con 0.373
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants …
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants allowed in to the country. Canadian youth born here simply can not find entry level work, I am not anti immigration, I am for limited immigration with better vetting.
Identity Attack0.057492398
Insult0.024124376
Profanity0.010279642
Threat0.006602164
Severe Toxicity0.0019264221
Low Tox 0.08953904 Constructive 0.757 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most …
India iis so big with so many kind of Indians. Most I've meet are great people but there are some ... Yeah those have no business in a western country. But like I say most are hardworking good people yes they have they're own "weard" things but at least they fight for right and wrong.
Identity Attack0.061130337
Insult0.024511116
Profanity0.033144772
Threat0.007909686
Severe Toxicity0.002708435
Low Tox 0.08874765 Constructive 0.752 Personal_Narrative
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Identity Attack0.021786476
Insult0.029273475
Profanity0.011031146
Threat0.0089712385
Severe Toxicity0.0018501282
Low Tox 0.08637348 Moderate Con 0.408 Unverified_Claim
Feb 18, 2026 7 likes Canadian immigration officers investigating hundreds …
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 …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people …
We took in way more than we can handle. Canada already has a small population. Our system is designed for OUR population, and now it's crumbling under the weight of way too many new people that aren't even working with us, just laying around and begging. ENOUGH.
Identity Attack0.011987305
Insult0.033790905
Profanity0.012926984
Threat0.007094103
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.504 Fear_Threat
Sep 13, 2025 1 likes Why Canadians Are Turning Against …

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.