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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 #}

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Active: "they have to go back" 517 comments · Page 20 of 21
Good go back
Good go back
Identity Attack0.006511623
Insult0.019096779
Profanity0.020851927
Threat0.009903334
Severe Toxicity0.0025367737
Low Tox 0.050573748 Moderate Con 0.378 Call_To_Action
Feb 13, 2026 Canada's tighter immigration policy divides …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
When are actual canadians going to protest??? When will we fight back???
When are actual canadians going to protest??? When will we fight back???
Identity Attack0.023997234
Insult0.013934915
Profanity0.011150704
Threat0.009955117
Severe Toxicity0.0017261505
Low Tox 0.04760506 Low Con 0.281 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
Wait till winter hits They will want to go back to their desert climate 😂
Wait till winter hits They will want to go back to their desert climate 😂
Identity Attack0.005919657
Insult0.017614283
Profanity0.014054239
Threat0.008945347
Severe Toxicity0.0016880035
Low Tox 0.04760506 Low Con 0.175 Humor_Satire
Nov 22, 2025 Thousands of refugees allowed into …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to be firever students? What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave. Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses? It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules? Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Identity Attack0.014551271
Insult0.021546122
Profanity0.013780965
Threat0.006763986
Severe Toxicity0.0014305115
Low Tox 0.0466155 Constructive 0.511 Question
Sep 29, 2025 IRCC Names India in Study …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Identity Attack0.0074365693
Insult0.018710041
Profanity0.011150704
Threat0.0070164283
Severe Toxicity0.0014972687
Low Tox 0.046368107 Low Con 0.216 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I don't know anyone who is "divided" on this issue. Many of my friends are 1st gen immigrants, a couple of them had to go back to their home country after their visa expired, they …
I don't know anyone who is "divided" on this issue. Many of my friends are 1st gen immigrants, a couple of them had to go back to their home country after their visa expired, they were bummed that they personally couldn't stay, but they also openly complained that the levels of immigration was unsustainable, competition for rent/jobs/healthcare too high and felt that some people would have to go back home and it happened to be them.
Identity Attack0.020580608
Insult0.017807651
Profanity0.020988565
Threat0.0066215824
Severe Toxicity0.0015068054
Low Tox 0.045873325 Constructive 0.787 Personal_Narrative
Feb 16, 2026 1 likes Canada's tighter immigration policy divides …
the video backed up lets go
the video backed up lets go
Identity Attack0.007991537
Insult0.012680908
Profanity0.025770858
Threat0.0130621
Severe Toxicity0.0037574768
Low Tox 0.044388983 Low Con 0.28 Meta_Commentary
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Identity Attack0.03894114
Insult0.01302291
Profanity0.012926984
Threat0.0070552654
Severe Toxicity0.0017166138
Low Tox 0.044141594 Moderate Con 0.491 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im in the new country to experience that, if I want my native country things, I do it at home or go back to my country.
Identity Attack0.030433474
Insult0.011730902
Profanity0.014669105
Threat0.0067898775
Severe Toxicity0.001411438
Low Tox 0.042657252 Constructive 0.682 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly …
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly like you did back home. There's different laws, social norms, cultural practices and expectations...
Identity Attack0.023595277
Insult0.013858915
Profanity0.010894509
Threat0.0062137907
Severe Toxicity0.0011873245
Low Tox 0.03969839 Constructive 0.558 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them …
A single rule can solve the problem, every International student should go back after completion of Post Graduate work permit, then they can apply through Express Entry, Immigration should check their credentials before letting them in again
Identity Attack0.022992345
Insult0.011882903
Profanity0.0108774295
Threat0.0068999166
Severe Toxicity0.0010824203
Low Tox 0.037577134 Moderate Con 0.358 Policy_Critique
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Canada is done There is NO going back I would say just give up now and accept the situation. Also canada won’t be canada in next few years it will be PANADA
Identity Attack0.015455672
Insult0.013972916
Profanity0.0103992
Threat0.007340072
Severe Toxicity0.0013637543
Low Tox 0.037105743 Low Con 0.25 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
No benefit for Canadian citizen's just higher cost to working Canadian's / retired Canadian citizens forced to go back to work.
No benefit for Canadian citizen's just higher cost to working Canadian's / retired Canadian citizens forced to go back to work.
Identity Attack0.017766917
Insult0.013668913
Profanity0.009263406
Threat0.006589218
Severe Toxicity0.0011205673
Low Tox 0.033806015 Moderate Con 0.365
Jan 12, 2026 11 likes Canada’s new rules in 2026
It is actually due to the Liberals going back to Chretien and Trudeau pere.
It is actually due to the Liberals going back to Chretien and Trudeau pere.
Identity Attack0.009693438
Insult0.018645585
Profanity0.011184863
Threat0.0062979385
Severe Toxicity0.0011301041
Low Tox 0.03309893 Low Con 0.276 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
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 …
They can now go back, I’m sure citizens of Quebec won’t miss them
They can now go back, I’m sure citizens of Quebec won’t miss them
Identity Attack0.0074365693
Insult0.014732921
Profanity0.009835573
Threat0.0072882893
Severe Toxicity0.0009965897
Low Tox 0.031449065 Moderate Con 0.345 Identity_Assertion
Nov 21, 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 …
Going back to the late 70s my dad used to call it Bramladesh
Going back to the late 70s my dad used to call it Bramladesh
Identity Attack0.010063417
Insult0.011312899
Profanity0.019280603
Threat0.008181547
Severe Toxicity0.0016880035
Low Tox 0.02873857 Moderate Con 0.362 Personal_Narrative
Jan 26, 2026 13 likes Inside Canada's Indian Metropolis (Brampton)
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
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 …

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.