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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

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

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Active: "Are people in both countries …" 1,198 comments · Page 48 of 48
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Identity Attack0.014852738
Insult0.011730902
Profanity0.00952814
Threat0.005919275
Severe Toxicity0.0008583069
Low Tox 0.026617315 Constructive 0.573 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't save the whole world.
Identity Attack0.005105704
Insult0.012414906
Profanity0.010621235
Threat0.0067834044
Severe Toxicity0.0007581711
Low Tox 0.02543884 Constructive 0.685
Oct 25, 2017 169 likes How much do refugees and …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take …
If you move to another country you need to be part of their culture and their way of life, speak their language and become one of them..but people love to move to Canada to take advantage of all the freedoms and continue doing what they are doing.
Identity Attack0.014048826
Insult0.0114649
Profanity0.010023449
Threat0.0059807673
Severe Toxicity0.0009059906
Low Tox 0.025320992 Moderate Con 0.481 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people are not a priority. For that there are shelters, which are not homes, at all.
Identity Attack0.010729378
Insult0.013174911
Profanity0.00948544
Threat0.0060325502
Severe Toxicity0.0008201599
Low Tox 0.024967449 Constructive 0.559 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
Identity Attack0.006770608
Insult0.011046898
Profanity0.01128734
Threat0.0065697995
Severe Toxicity0.0010251999
Low Tox 0.024142517 Moderate Con 0.313
Sep 27, 2025 396 likes IRCC Names India in Study …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent the country as a whole. The country is not falling apart because of changes in immigration laws.
Identity Attack0.00984143
Insult0.010552894
Profanity0.010091767
Threat0.006194372
Severe Toxicity0.0007009506
Low Tox 0.02402467 Constructive 0.638 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Our system depends on people having some sense of honesty and abiding by the rules. It is clear that some countries do not respect that.
Our system depends on people having some sense of honesty and abiding by the rules. It is clear that some countries do not respect that.
Identity Attack0.008398513
Insult0.011046898
Profanity0.011509376
Threat0.006207318
Severe Toxicity0.000603199
Low Tox 0.023671126 Moderate Con 0.345
Oct 8, 2025 1 likes IRCC Names India in Study …
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
When will people realise countries are more than just economic zones. History, culture, politics and economics all have a symbiotic relationship. Economics does not exist in a vacuum
Identity Attack0.004587734
Insult0.011312899
Profanity0.011355659
Threat0.0061814263
Severe Toxicity0.0006389618
Low Tox 0.023317585 Moderate Con 0.392 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
Identity Attack0.011025362
Insult0.008899884
Profanity0.011048226
Threat0.006699257
Severe Toxicity0.00071048737
Low Tox 0.022256956 Constructive 0.561
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
There must be a solution. Don't give up on your country guys. The most beautiful country is Canada with kindest and most nicest people.
There must be a solution. Don't give up on your country guys. The most beautiful country is Canada with kindest and most nicest people.
Identity Attack0.008398513
Insult0.009982891
Profanity0.010621235
Threat0.006330303
Severe Toxicity0.0008392334
Low Tox 0.022256956 Constructive 0.541
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they …
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they hire outside their community they hire one or may be two. That is it. So businesses in canada have to be checked if the employees are from different country of orgin.
Identity Attack0.012441003
Insult0.009469888
Profanity0.00950252
Threat0.0059548756
Severe Toxicity0.0007009506
Low Tox 0.02048268 Moderate Con 0.375 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Based on the video title I assume the previous policy of open border wasn't dividing the country and all people just accepted that?
Identity Attack0.0063266335
Insult0.008633883
Profanity0.013063621
Threat0.0072365063
Severe Toxicity0.00094890594
Low Tox 0.019980038 Moderate Con 0.431 Question
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
I agree 100%..we are ALL brought here in hopes of a better life..which means one must assimulate to the countries belief systems and customes..while maintaning your own at the same time..assimulation is just respecting all …
I agree 100%..we are ALL brought here in hopes of a better life..which means one must assimulate to the countries belief systems and customes..while maintaning your own at the same time..assimulation is just respecting all people.
Identity Attack0.0046987277
Insult0.010248893
Profanity0.011902207
Threat0.006097279
Severe Toxicity0.00068187714
Low Tox 0.018974753 Constructive 0.746
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should …
When you are in another country(even in their own country), please follow the rules and regulations of that place, be kind and friendly to the people there, and be respectful to their culture. One should have the civic sense to behave well in a community. ❤
Identity Attack0.009175468
Insult0.00817788
Profanity0.013507691
Threat0.0066345283
Severe Toxicity0.0007867813
Low Tox 0.016964182 Constructive 0.57 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
If they get the country make it suited to help the needy and its people first
If they get the country make it suited to help the needy and its people first
Identity Attack0.003921773
Insult0.007474876
Profanity0.0113385795
Threat0.006925808
Severe Toxicity0.0007915497
Low Tox 0.012566062 Low Con 0.219
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need …
CANADA does NOT HAVE a 'Housing Crisis". The housing crisis is in Vancouver & Toronto, because we let ALL the immigrants move there. But there are a thousand small towns across the country that need immigrants to stop from becoming ghost towns. The failure was in the Liberal Party deciding that getting the immigrant vote was how to win elections, so they let immigrants decide where to go, which didn't help the country. I should know.. I owned a 28-suite apt. block in Winnipeg (not even a small town!) and my property value dropped below the mortgage cost because more people were leaving Manitoba than entering at that time. I lost my block. Thanks, Liberal Party of Canada.
Identity Attack0.00016257107
Insult0.0002154967
Profanity0.000020543059
Threat0.000033083004
Severe Toxicity0.0000023985558
Low Tox 0.0006092379
Apr 23, 2025
This is good news Canada established by British people and European people countries we Asian love and respect 🙏 local British people and European people ❤
This is good news Canada established by British people and European people countries we Asian love and respect 🙏 local British people and European people ❤
Identity Attack0.0001273114
Insult0.00012748063
Profanity0.000018757202
Threat0.00002239918
Severe Toxicity0.000002599605
Low Tox 0.00037873845
Apr 14, 2025 3 likes
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to …
You brought 5 million peoples all over the world without even background check and what do u expect? Soon other countries will also do the same things with canada look at canada 4 million to 5 million temporary resident in canada
Identity Attack0.000051010913
Insult0.00012469533
Profanity0.000017913682
Threat0.0000208587
Severe Toxicity0.0000026697837
Low Tox 0.0002793177 Policy_Critique
Dec 8, 2025 8 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 2025

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.