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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: "They have to go home" 291 comments · Page 12 of 12
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been focused industries only such as agriculture. Instead our business model is basically : Cheap Labour via Worker Visas, Housing Market due to quick and massive population boost and Student Visas making them pay 3.5x more than regular students that encourages post-secondary schools to choose international over domestic which may also have long-term consequences as we see many immigrants go back to their home or take their degree to a higher paying nation.
Identity Attack0.003884775
Insult0.019419061
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0010824203
Low Tox 0.034748793 Constructive 0.527 Policy_Critique
Jan 19, 2026 9 likes Why Canada’s immigration system has …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which …
The country needs the right type of temporary workers that can support the building of housing and not cheap agriculture labor. Also from a student point of view; if they are studying in areas which aren't aligned to the needs of the country then need to go back home. It would be a disservice to Canadian's and the students to keep them here.
Identity Attack0.008768492
Insult0.015188923
Profanity0.009434202
Threat0.0062008454
Severe Toxicity0.00084400177
Low Tox 0.029563503 Constructive 0.682 Policy_Critique
Feb 22, 2026 Canada's tighter immigration policy divides …
And 0 will go home.
And 0 will go home.
Identity Attack0.0025713511
Insult0.012300906
Profanity0.011492296
Threat0.008531082
Severe Toxicity0.0012874603
Low Tox 0.029563503 Low Con 0.253 Unverified_Claim
Jan 15, 2026 9 likes 2.9 million Canadian temporary visas …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
Identity Attack0.0026638457
Insult0.011236899
Profanity0.011133623
Threat0.0063626673
Severe Toxicity0.0008535385
Low Tox 0.020231359 Constructive 0.521
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Go Home Build Your Own Country.
Go Home Build Your Own Country.
Identity Attack0.0015080674
Insult0.0027752775
Profanity0.00009614724
Threat0.0027669247
Severe Toxicity0.0000059712047
Low Tox 0.014995451
Apr 18, 2025 1 likes
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
Good riddance ... go home.
Good riddance ... go home.
Identity Attack0.00011249403
Insult0.0021346929
Profanity0.00018558727
Threat0.00030294972
Severe Toxicity0.000003170914
Low Tox 0.005210606
Apr 14, 2025
canadians are just straight confused if they are choosing to go down there voluntarily 🤦‍♂️ probably the albertan separatists looking for a new home 😂
canadians are just straight confused if they are choosing to go down there voluntarily 🤦‍♂️ probably the albertan separatists looking for a new home 😂
Identity Attack0.0021610456
Insult0.0005809147
Profanity0.000030460635
Threat0.000070051035
Severe Toxicity0.0000026030807
Low Tox 0.0029380107 Humor_Satire
Dec 10, 2025 1 likes
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian …
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian an not an immigrant of other foreign country our immigrated to other places
Identity Attack0.0007319175
Insult0.0004995934
Profanity0.000022571734
Threat0.00007728063
Severe Toxicity0.0000025561992
Low Tox 0.002071151
Dec 8, 2025 1 likes
go home and dont comeback !!!!!!
go home and dont comeback !!!!!!
Identity Attack0.000077600685
Insult0.00033426902
Profanity0.00003253836
Threat0.00008629071
Severe Toxicity0.0000021561852
Low Tox 0.0010679115
Apr 20, 2025 1 likes
Or don’t go at all. Stay home and support Canada! 🇨🇦
Or don’t go at all. Stay home and support Canada! 🇨🇦
Identity Attack0.00010185143
Insult0.00022987703
Profanity0.000028888206
Threat0.000052978292
Severe Toxicity0.0000021258768
Low Tox 0.00071382115 Call_To_Action
Dec 10, 2025
Canadian are going through same as American people hegfund buy up all home apartments, they control prices. 17:19
Canadian are going through same as American people hegfund buy up all home apartments, they control prices. 17:19
Identity Attack0.00010948801
Insult0.00016959144
Profanity0.000021112925
Threat0.0000283201
Severe Toxicity0.0000022433012
Low Tox 0.00046377254 Economic_Argument
Apr 17, 2025
GOD I hope so!!! Too many who offer nothing but a burden on the tax payer. GO HOME!!!!
GOD I hope so!!! Too many who offer nothing but a burden on the tax payer. GO HOME!!!!
Identity Attack0.000058958827
Insult0.00016060325
Profanity0.00003311271
Threat0.00004497905
Severe Toxicity0.0000037955624
Low Tox 0.0004072539
Apr 14, 2025 107 likes

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.