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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: "Its back up!" 1,445 comments · Page 41 of 58
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the point they want to go back to were they came from.
Identity Attack0.059311368
Insult0.03827355
Profanity0.019690514
Threat0.034422375
Severe Toxicity0.005340576
Low Tox 0.15932569 Moderate Con 0.305 Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
One thing to highlight with not seeing any homeless Indians in that first seen is not that Indians are causing others to be homeless - rather, they are willing to help family out to prevent …
One thing to highlight with not seeing any homeless Indians in that first seen is not that Indians are causing others to be homeless - rather, they are willing to help family out to prevent homelessness! When we first came here (20+ years ago from Ethiopia), we couldn’t find work and faced homelessness. Our extended family came thru and let the 4 of us stay in a small 1 bedroom in the basement until we could get on our feet. By having a room to be safe in, we avoided a lot of the consequences of homelessness that would have made getting back on our feet exponentially difficult. What I have found shocking now to see as a Canadian of 20+ years is my non-immigrant Canadian friends who will watch quietly as their family members fall under the poverty line and towards homelessness, avoiding inviting them in to not “disrupt their peace” at home. I’ve had random family of friends stay with me in hard times to avoid them being on the street while my generally kind friends (at least to others!) did not take them in. This individualistic mindset of the West really means if you have a low point in life, you will plummet to rock bottom…. Ofc homelessness and poverty is multifaceted but a more collective approach to community would also reduce the burden!
Identity Attack0.17614605
Insult0.060927123
Profanity0.021466793
Threat0.008414571
Severe Toxicity0.004787445
Low Tox 0.1587729 Constructive 0.879
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. My dad worked 3 jobs and worked everyday until he passed away. No free checks that I heard about growing up.
Identity Attack0.10221587
Insult0.045593183
Profanity0.015693882
Threat0.0287245
Severe Toxicity0.005760193
Low Tox 0.1587729 Constructive 0.56 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Why to bring them waste our tax dollars and struggling to send them back, and most of them land in illegal status. They hide in cash jobs. Creating a mess. Why can't they do right …
Why to bring them waste our tax dollars and struggling to send them back, and most of them land in illegal status. They hide in cash jobs. Creating a mess. Why can't they do right thing at the first time.
Identity Attack0.054763943
Insult0.06669625
Profanity0.015044857
Threat0.008789998
Severe Toxicity0.0035476685
Low Tox 0.1587729 Moderate Con 0.491
Jan 16, 2026 2.9 million Canadian temporary visas …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! …
I just got back from Tim Hortons. Where they ran out of coffee. PLEASE PLEASE PPLLLLEEEASSSEEE explain to me how you run out of coffee when your only job IS TO KEEP THE COFFEE MADE!!!! I’m switching to McDonalds. Singh Hortons will never see another dollar from me
Identity Attack0.0055496786
Insult0.05027775
Profanity0.033144772
Threat0.006809296
Severe Toxicity0.0040626526
Low Tox 0.15822013 Moderate Con 0.446 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
and why not make India Great again .... Go Back ->
and why not make India Great again .... Go Back ->
Identity Attack0.09824528
Insult0.035774168
Profanity0.02433617
Threat0.009929225
Severe Toxicity0.0063705444
Low Tox 0.15822013 Low Con 0.166
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Send them back
Send them back
Identity Attack0.034816213
Insult0.033790905
Profanity0.029888187
Threat0.06658544
Severe Toxicity0.0062942505
Low Tox 0.15822013 Low Con 0.285 Call_To_Action
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Send them back
Send them back
Identity Attack0.034816213
Insult0.033790905
Profanity0.029888187
Threat0.06658544
Severe Toxicity0.0062942505
Low Tox 0.15822013 Low Con 0.285 Call_To_Action
Sep 20, 2025 35 likes Inside Canada's Indian Metropolis (Brampton)
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be …
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be and once we export 4 or 5 million India's our employers will have no choice but to pay over 19 an hour to be a doctor and our kids will have summer jobs again. But no Tim's, eff Tim's they chose a side they are eliminated. It's back to country style donuts the way it should have gone!
Identity Attack0.10221587
Insult0.04969218
Profanity0.020100424
Threat0.013579931
Severe Toxicity0.005302429
Low Tox 0.15766735 Moderate Con 0.444 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. …
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. It’s hard to watch my mom seriously in fear of never being able to see her home again. Or how it once was.
Identity Attack0.19298288
Insult0.033790905
Profanity0.053435806
Threat0.0076637166
Severe Toxicity0.004196167
Low Tox 0.15711457 Constructive 0.744 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
send them back
send them back
Identity Attack0.034300596
Insult0.03312982
Profanity0.032142747
Threat0.064645745
Severe Toxicity0.0062942505
Low Tox 0.15711457 Moderate Con 0.329 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
Send them back asap boo hoo 😅😅😅
Send them back asap boo hoo 😅😅😅
Identity Attack0.036878675
Insult0.082372494
Profanity0.09001675
Threat0.091630474
Severe Toxicity0.009651184
Low Tox 0.15711457 Low Con 0.265 Call_To_Action
Jan 26, 2026 2.9 million Canadian temporary visas …
Send them back
Send them back
Identity Attack0.033784978
Insult0.033460364
Profanity0.029596692
Threat0.064645745
Severe Toxicity0.0061798096
Low Tox 0.15656179 Low Con 0.285 Call_To_Action
Jan 19, 2026 2 likes Why Canada’s immigration system has …
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...
Send them back
Send them back
Identity Attack0.033784978
Insult0.033460364
Profanity0.029596692
Threat0.064645745
Severe Toxicity0.0061798096
Low Tox 0.15656179 Low Con 0.282 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Send them back
Send them back
Identity Attack0.033784978
Insult0.033460364
Profanity0.029596692
Threat0.064645745
Severe Toxicity0.0061798096
Low Tox 0.15656179 Low Con 0.285
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just want our country back stop all the hand outs send them home students need to return home following there teachings.
Just want our country back stop all the hand outs send them home students need to return home following there teachings.
Identity Attack0.07012023
Insult0.045007613
Profanity0.015010698
Threat0.010783645
Severe Toxicity0.004348755
Low Tox 0.15656179 Moderate Con 0.32 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Send them back
Send them back
Identity Attack0.033784978
Insult0.033460364
Profanity0.029596692
Threat0.064645745
Severe Toxicity0.0061798096
Low Tox 0.15656179 Low Con 0.282 Call_To_Action
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and …
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and lead productive lives. Let the first generation acclimate to our laws, languages and customs, while their papers and statuses are processed. Of course they’ll need a place to put the trouble makers. A federal super-max prison where they can be held for their trials, with the understanding that if convicted they will be deemed inadmissible and deported back to their home country, then put on a no-fly list.
Identity Attack0.10221587
Insult0.05144889
Profanity0.022423252
Threat0.01940071
Severe Toxicity0.0050735474
Low Tox 0.15600902 Constructive 0.572 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
Identity Attack0.10221587
Insult0.058475737
Profanity0.01402008
Threat0.007081157
Severe Toxicity0.0028419495
Low Tox 0.15600902 Constructive 0.559 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 …
I just came back from Calgary Canada. They have a big African community and Indian community there. I don’t even know why they have French as their second language everywhere there anymore.
I just came back from Calgary Canada. They have a big African community and Indian community there. I don’t even know why they have French as their second language everywhere there anymore.
Identity Attack0.18391247
Insult0.030816011
Profanity0.02344803
Threat0.0067445673
Severe Toxicity0.0041770935
Low Tox 0.15545623 Constructive 0.513 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can …
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can go back to their country. Couldn’t have said it better than what you’re doing
Identity Attack0.10221587
Insult0.05262003
Profanity0.0128245065
Threat0.0069516995
Severe Toxicity0.003643036
Low Tox 0.15545623 Constructive 0.673
Sep 2, 2025 Why Canadians Are Turning Against …
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
Identity Attack0.059311368
Insult0.0670459
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.0042152405
Low Tox 0.15545623 Constructive 0.518
Dec 24, 2025 4 likes Deportations From Canada at Their …

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.