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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

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Active: "Its not the people who …" 4,268 comments · Page 122 of 171
Sad part they are bringing in more young males. Contrary to what some people think you need females that are born female to have babies.
Sad part they are bringing in more young males. Contrary to what some people think you need females that are born female to have babies.
Identity Attack0.14019285
Insult0.034011267
Profanity0.01941724
Threat0.007793174
Severe Toxicity0.0037956238
Low Tox 0.15766735 Moderate Con 0.319
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Identity Attack0.10221587
Insult0.031697463
Profanity0.020032106
Threat0.007948523
Severe Toxicity0.0037384033
Low Tox 0.15766735 Moderate Con 0.301 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't …
Hi, African here (resident not race). People need to stop confusing racism for pattern recognition. If 9 out of 10 people from the same race/culture behave a certain way, treating them all the same isn't racism, its being smart
Identity Attack0.13805299
Insult0.03070583
Profanity0.04065997
Threat0.00789674
Severe Toxicity0.004749298
Low Tox 0.15766735 Constructive 0.676
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years and do not know any English whatsoever. It worries me and that worries me because it means that woman, especially within that culture have no idea what the human rights are and have seen many abuses because of that.
Identity Attack0.17226285
Insult0.03885912
Profanity0.027683776
Threat0.00899713
Severe Toxicity0.0037002563
Low Tox 0.15711457 Constructive 0.743
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
What do they mean these people dont work. These students study by day and work 12 hours at night........go look at the stats. Its just 100% hate no respect
What do they mean these people dont work. These students study by day and work 12 hours at night........go look at the stats. Its just 100% hate no respect
Identity Attack0.011543332
Insult0.06494803
Profanity0.021535112
Threat0.0066798385
Severe Toxicity0.0024414062
Low Tox 0.15711457 Moderate Con 0.383
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
It was so heartbreaking. I traveled to Fort McMurray in Northern Alberta. Small oil boom town. It was over ran by Somolis hanging out on the street corners drinking booze and smoking weed in the …
It was so heartbreaking. I traveled to Fort McMurray in Northern Alberta. Small oil boom town. It was over ran by Somolis hanging out on the street corners drinking booze and smoking weed in the middle of the work day. Just learint, jearing and catcalling people. The local people just walking around intimidated and frightened. Why are they doing this.
Identity Attack0.0543092
Insult0.06826523
Profanity0.019622196
Threat0.013165667
Severe Toxicity0.0044059753
Low Tox 0.15711457 Constructive 0.655
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
To think Canadians used to be tough people. They went the same way as Australia.
To think Canadians used to be tough people. They went the same way as Australia.
Identity Attack0.13591312
Insult0.061801232
Profanity0.014942379
Threat0.006861079
Severe Toxicity0.0043296814
Low Tox 0.15711457 Moderate Con 0.312 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were …
I truly hope people will take the time to see the Canadian Indian content on YouTube, there is a culture of bragging about taking over, they celebrate the outrage. These are not people who were raised to share the values of Canadians, and they can't ever be taught, certainly not if they're allowed to take over entire cities.
Identity Attack0.10221587
Insult0.061451588
Profanity0.014874061
Threat0.008000307
Severe Toxicity0.0032615662
Low Tox 0.15711457 Constructive 0.616 Identity_Assertion
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were …
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were were surrounded by Italians. Richmond was nothing years ago and now is mostly Chinese and Asian. Foreigners are energetic and have cultural roots they are proud of why shouldn’t they. The First Nations people here were exploited in every way by the English and French followed by every other European country. So the video focuses on Indian immigrants slanted with negative biases. India is a very diverse and historically one of the most accepting of foreigners in the world exploited terribly by the British and their hero Churchill who let millions of Indians starve by robbing them. Does anyone interviewed in this video know any history. Please stop belly aching.
Identity Attack0.11163961
Insult0.06529768
Profanity0.021466793
Threat0.008841781
Severe Toxicity0.004386902
Low Tox 0.15711457 Constructive 0.806
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Are we trying to roubd 'em up into one place so its easier for the los angeles, drain the reservoirs and lay off all their fire fighters. Have your resumes ready people!!!
Are we trying to roubd 'em up into one place so its easier for the los angeles, drain the reservoirs and lay off all their fire fighters. Have your resumes ready people!!!
Identity Attack0.010507392
Insult0.034562174
Profanity0.018529098
Threat0.13144556
Severe Toxicity0.005264282
Low Tox 0.15711457 Low Con 0.279
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Shiks - fing decent people.
Shiks - fing decent people.
Identity Attack0.023997234
Insult0.06858205
Profanity0.062454045
Threat0.012130005
Severe Toxicity0.005874634
Low Tox 0.15711457 Moderate Con 0.316 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason …
Its sad cause there are lovely people from both india and china here that want to live and thrive in canada and be canadian, they dont want the country they left. But for some reason liberal politicians think they need to bring in people from these places who hate us and want to change things. I feel bad for the people who came here to be here genuinely. Nobody can afford anything here now because of being overrun
Identity Attack0.12208464
Insult0.05262003
Profanity0.016547862
Threat0.007094103
Severe Toxicity0.0030708313
Low Tox 0.15711457 Constructive 0.65 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
All because people don’t want to be called racist .
All because people don’t want to be called racist .
Identity Attack0.09576365
Insult0.053791173
Profanity0.039407436
Threat0.007340072
Severe Toxicity0.004196167
Low Tox 0.15656179 Low Con 0.207 Moral_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... …
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... India pakistan division is the major reason for such migration Indians from other states move only if they get job n bring only their wife n move back to India later....
Identity Attack0.18235919
Insult0.06250052
Profanity0.025087673
Threat0.008867673
Severe Toxicity0.0062561035
Low Tox 0.15656179 Constructive 0.672 Comparative_Framing
Feb 6, 2026 Inside Canada's Indian Invasion...
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they have new set of skills, more advanced in terms of everything. The conclusion is that old immigrants thinks that they own everything and they have the only rights.
Identity Attack0.1294935
Insult0.046178754
Profanity0.016069634
Threat0.0065633263
Severe Toxicity0.002822876
Low Tox 0.15656179 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And it’s only gonna get worse cause our government wants to drive our standard living way down starving people are easier to control when you’re the one feeding them
And it’s only gonna get worse cause our government wants to drive our standard living way down starving people are easier to control when you’re the one feeding them
Identity Attack0.021987455
Insult0.05144889
Profanity0.028503597
Threat0.015429466
Severe Toxicity0.0047302246
Low Tox 0.15656179 Low Con 0.255 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Where are the indigenous people of Canada? Were the driven out by the Europeans? Goes around comes around.
Where are the indigenous people of Canada? Were the driven out by the Europeans? Goes around comes around.
Identity Attack0.11163961
Insult0.038566336
Profanity0.014122557
Threat0.008259222
Severe Toxicity0.0036239624
Low Tox 0.15656179 Low Con 0.241 Moral_Argument
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average …
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average people of the country so they need to buy in VOTES. The people of the country wont vote for them so they rig the votes with fake accounts and they need a lot of mass immigrants.
Identity Attack0.084182754
Insult0.061451588
Profanity0.01490822
Threat0.008013252
Severe Toxicity0.0031661987
Low Tox 0.15600902 Moderate Con 0.368
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Identity Attack0.0045507364
Insult0.08558089
Profanity0.013780965
Threat0.008194493
Severe Toxicity0.0018787384
Low Tox 0.15600902 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Lots of these people are causing crimes as well.
Lots of these people are causing crimes as well.
Identity Attack0.017766917
Insult0.06302499
Profanity0.01627459
Threat0.010628296
Severe Toxicity0.002746582
Low Tox 0.15600902 Low Con 0.242 Unverified_Claim
Aug 30, 2025 11 likes Why Canadians Are Turning Against …
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other …
It may look like there are alot of indians but the census says its 27%. There are other countries as well not all brown people are indian.there are portugese as well as people from other countries
Identity Attack0.18158256
Insult0.030154925
Profanity0.04291453
Threat0.008129764
Severe Toxicity0.004234314
Low Tox 0.15600902 Moderate Con 0.459 Unverified_Claim
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to …
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to be a proud Canadian and to be grateful for the opportunities that this country has afforded my family and I. I am a Canadian first, and Guyanese/Indian second. The issue I have with the city is that you have enclaves of ethnically homogenous people who refuse to assimilate - I once went into a Tim Hortons at Peter Robertson and Dixie, and was laughed at by the cashiers because I could not speak Hindi/Punjabi (despite being brown). There is nothing wrong with immigration - it makes the country stronger. HOWEVER, that only happens if the immigrants work to collectively advance the interests of the country and accept the rules/societal norms of the country they now call home. Instead, they find ways to circumvent/exploit the system - they are less interested on making society better, and more interested in individual advancement. I live in Professors Lake, which historically was one of the more affluent areas of the city. Now, there are several houses on my street that have essentially become boarding houses, divided into units of four with 10+ people living inside. I fully understand why white Canadians are feeling displaced, and it pains me that anti-immigrant sentiment has soured the way people look at me (despite being born in Canada).
Identity Attack0.13377325
Insult0.06285016
Profanity0.017436003
Threat0.007365964
Severe Toxicity0.004272461
Low Tox 0.15600902 Constructive 0.842 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Time people now 79,000 now deported them back home
Time people now 79,000 now deported them back home
Identity Attack0.07673789
Insult0.028722567
Profanity0.01887069
Threat0.015947454
Severe Toxicity0.0042915344
Low Tox 0.15545623 Moderate Con 0.313 Unverified_Claim
Sep 30, 2025 2 likes IRCC Names India in Study …
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Identity Attack0.1714862
Insult0.03070583
Profanity0.019690514
Threat0.008362788
Severe Toxicity0.0038909912
Low Tox 0.15545623 Moderate Con 0.407 Unverified_Claim
Sep 29, 2025 10 likes 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.