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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: "Canadian here... the country is …" 869 comments · Page 32 of 35
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be …
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be trusted not to be a holding tank for terrorists. Quit being so snobby and insulted. You voted for this.
Identity Attack0.014345914
Insult0.017642405
Profanity0.00015257297
Threat0.0005533936
Severe Toxicity0.0000046659866
Low Tox 0.054810215 Policy_Critique
Dec 10, 2025
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
If Quebec can loosen their language-related laws, existing Canadian citizens and permanent residents from across the country can actually get decent jobs without having to get in foreign workers.
If Quebec can loosen their language-related laws, existing Canadian citizens and permanent residents from across the country can actually get decent jobs without having to get in foreign workers.
Identity Attack0.041261412
Insult0.020256994
Profanity0.010826191
Threat0.006433869
Severe Toxicity0.0014781952
Low Tox 0.054531995 Moderate Con 0.4 Policy_Critique
Feb 13, 2026 Canada's tighter immigration policy divides …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when elections are being rigged and infringed upon. I love my Country but I would welcome being the 51 st state right now because I am so discouraged and see no hope or change on the horizon.
Identity Attack0.014551271
Insult0.02567133
Profanity0.01309778
Threat0.0067445673
Severe Toxicity0.0012683868
Low Tox 0.054531995 Constructive 0.658 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its drawbacks. When I came here, my immediate instinct was not to change everything to how it was back home...It was rather to learn the culture and values of Canada too (which I know is in and itself a mixture of multiple cultures). If you are reading this my fellow Indians, It is truly my most humble request to remember that you don't have have to quit your culture, but that does not mean that you make no effort or take part in involving yourself in other cultures or mock them. You have the chance to better a country that has offered YOU a better life. Please don't ruin things for other immigrants or Canadians. We are resilient, and we can choose the best of both worlds.
Identity Attack0.035331827
Insult0.020837102
Profanity0.018324144
Threat0.0071070488
Severe Toxicity0.0020980835
Low Tox 0.05354243 Constructive 0.863 Personal_Narrative
Nov 1, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
The immigration minister has deep roots in her parallel society, and proudly announced that her culture is other than Canadian. Fifty years ago we embraced Trudeau seniors "Multiculturalism " not knowing it would lead us …
The immigration minister has deep roots in her parallel society, and proudly announced that her culture is other than Canadian. Fifty years ago we embraced Trudeau seniors "Multiculturalism " not knowing it would lead us here. My country is gone, beyond restoration.
Identity Attack0.027614836
Insult0.020450363
Profanity0.009716015
Threat0.0059548756
Severe Toxicity0.0011539459
Low Tox 0.053295042 Constructive 0.521 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
Identity Attack0.018671319
Insult0.022319598
Profanity0.012858666
Threat0.006375613
Severe Toxicity0.0015258789
Low Tox 0.051068526 Moderate Con 0.37 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Identity Attack0.02821777
Insult0.020966014
Profanity0.013473531
Threat0.007327127
Severe Toxicity0.00166893
Low Tox 0.050573748 Constructive 0.795 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. …
Totally agreed. If you want to maintain your culture then do not migrate. But whose fault is this? Canada and some other western countries give too much freedom to immigrants to do whatever they want. So people started keep practicing their own culture instead of adopting the Canadian culture. It's not their fault. That's human nature. Government should have controlled the immigration not letting large ethnic groups created within Canada.
Identity Attack0.0376521
Insult0.01625293
Profanity0.009801413
Threat0.006479179
Severe Toxicity0.0013923645
Low Tox 0.050078966 Constructive 0.677 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 …
22years ago a family of four newcomers - mom, dad and two kids, from Pakistan, moved in next door to us in a small south west Ontario city. Beautiful neighbourhood with lovely homes. Within 18 months there were 21 family members - parents, aunts, uncles, cousins, etc - packed in there and the government cheques were pouring in; surprise, surprise; suddenly they were able to start buying businesses and investment properties. Don’t get me wrong, they were nice and only took advantage of everything the government was offering but they certainly flaunted rules and what I’d call Canadian conventions. Their house and property was turning into a complete shithole and we did the “white flight” shortly afterwards. Make no mistake, whether it’s India or Pakistan, we are slowly, or maybe not so slowly, be colonized by those countries…and those are not nice countries.
Identity Attack0.018972786
Insult0.023221988
Profanity0.01982715
Threat0.0071717775
Severe Toxicity0.0020885468
Low Tox 0.049831573 Constructive 0.676 Personal_Narrative
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Tissue for who? me. Ya Canadians, we have to many people in this country
Tissue for who? me. Ya Canadians, we have to many people in this country
Identity Attack0.024801146
Insult0.016860934
Profanity0.014703264
Threat0.0075083673
Severe Toxicity0.00166893
Low Tox 0.048842013 Low Con 0.282 Fear_Threat
Jan 16, 2026 2.9 million Canadian temporary visas …
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 …
As an immigrant to Canada (in 1982), my family and I integrated into Canadian culture. That is what immigrants used to do. Yes, you can keep aspects of your own culture, but the expectation was …
As an immigrant to Canada (in 1982), my family and I integrated into Canadian culture. That is what immigrants used to do. Yes, you can keep aspects of your own culture, but the expectation was that you become Canadians first and foremost. I don't see that with many new immigrants today. They just milk Canada for all it is worth and try to make it a version of their country of origin. I love diversity and multiculturalism, but it has gone way too far IMO.
Identity Attack0.035589635
Insult0.017936565
Profanity0.01127026
Threat0.006259101
Severe Toxicity0.0015068054
Low Tox 0.04735767 Constructive 0.774
Aug 26, 2025 Why Canadians Are Turning Against …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious steps to decrease and even stop immigration. Denmark a good example.
Identity Attack0.022590388
Insult0.02012808
Profanity0.010330882
Threat0.0065244893
Severe Toxicity0.0011491776
Low Tox 0.04735767 Moderate Con 0.456 Unverified_Claim
Dec 31, 2025 Deportations From Canada at Their …
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans …
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans see and feel that also and are acting on it.
Identity Attack0.0035548273
Insult0.0044310633
Profanity0.0012777713
Threat0.0027849718
Severe Toxicity0.000009809913
Low Tox 0.046995424
Dec 9, 2025 1 likes
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 …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Identity Attack0.012641981
Insult0.020192537
Profanity0.0113044195
Threat0.0070552654
Severe Toxicity0.0013637543
Low Tox 0.046120718 Constructive 0.726 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
Identity Attack0.038425524
Insult0.013402912
Profanity0.013029462
Threat0.0071199946
Severe Toxicity0.0016307831
Low Tox 0.045873325 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Or just don’t go to the states they don’t want Canadians in their country
Or just don’t go to the states they don’t want Canadians in their country
Identity Attack0.05821496
Insult0.007430107
Profanity0.00012378902
Threat0.0003808538
Severe Toxicity0.0000062438776
Low Tox 0.044531915 Comparative_Framing
Dec 8, 2025
False reporting. Canada is not divided on this issue. The majority of Canadians support reduction of immigration numbers. The country has suffered severe strains on housing, healthcare & infrastructure due to over-immigration.
False reporting. Canada is not divided on this issue. The majority of Canadians support reduction of immigration numbers. The country has suffered severe strains on housing, healthcare & infrastructure due to over-immigration.
Identity Attack0.015757138
Insult0.018710041
Profanity0.00998929
Threat0.006162008
Severe Toxicity0.0010156631
Low Tox 0.044388983 Constructive 0.621 Policy_Critique
Feb 12, 2026 4 likes Canada's tighter immigration policy divides …
I am an immigrant in Canada and these students assume their permanent residency is guaranteed after their studies but nobody was given 100% "assurance" but these students "assumed." The country does not need any more …
I am an immigrant in Canada and these students assume their permanent residency is guaranteed after their studies but nobody was given 100% "assurance" but these students "assumed." The country does not need any more uber/skip the dishes drivers or salespersons. There is no need any more Temporary Foreign Workers until the economy improves. At the moment, the Canadian economy is in limbo.
Identity Attack0.020982565
Insult0.017807651
Profanity0.011014067
Threat0.006058442
Severe Toxicity0.0010538101
Low Tox 0.044141594 Constructive 0.705 Personal_Narrative
Feb 25, 2026 Canada's tighter immigration policy divides …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again …
Canadian male here born here 53 Iv got a Canadian flag on my arm I used to love this country and what it stood for now If was going to get the tattoo over again wouldn't do it This is not what Canada is about this has to stop
Identity Attack0.016862517
Insult0.01617693
Profanity0.0118338885
Threat0.0067057298
Severe Toxicity0.0012683868
Low Tox 0.0438942 Constructive 0.679 Personal_Narrative
Aug 26, 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.