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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: "Now is the time for …" 1,206 comments · Page 38 of 49
In the UK in 1860 7 year old boys (and girls) worked 12 hour shifts in mines and factories, most died before they had children themselves. A hundred years later in 1960 the school leaving …
In the UK in 1860 7 year old boys (and girls) worked 12 hour shifts in mines and factories, most died before they had children themselves. A hundred years later in 1960 the school leaving age was 15 and life expectancy had reached 70 plus and people worked a 40 hour week with paid holidays and a pension to come in your later years. The first time in thousands of years that the average person could have a decent life and live more than an average of thirty years. We now just take that for granted and the third world instead of working to improve their own countries want to come here and live off the system we have created. Our polticians have guilt tripped us into having compassion for these people and now the shear weight of numbers is dragging us backwards and reversing 150 years gains, we are now at the point that if drastic is not taken we will be back to pre Victorian times within 10 years.
Identity Attack0.0069185994
Insult0.02618698
Profanity0.01941724
Threat0.0076766624
Severe Toxicity0.0018310547
Low Tox 0.05651112 Constructive 0.648
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Identity Attack0.02821777
Insult0.0198058
Profanity0.011765569
Threat0.0070034824
Severe Toxicity0.001964569
Low Tox 0.055521555 Moderate Con 0.335 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s time to take Canada back
It’s time to take Canada back
Identity Attack0.03249594
Insult0.016024929
Profanity0.011765569
Threat0.010783645
Severe Toxicity0.002784729
Low Tox 0.055521555 Low Con 0.23
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
(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 …
It's time to put a cap on countries for immigration.
It's time to put a cap on countries for immigration.
Identity Attack0.029402243
Insult0.013554913
Profanity0.011236101
Threat0.008129764
Severe Toxicity0.0015544891
Low Tox 0.054779384 Low Con 0.212 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend that the traffic laws don't apply to them. For some reason, many countries ignore road safety and because of that, they bring it to other countries who do take it seriously and ruin everything.
Identity Attack0.0091384705
Insult0.024124376
Profanity0.01265371
Threat0.008349842
Severe Toxicity0.0012493134
Low Tox 0.054779384 Constructive 0.587
Jan 27, 2026 Inside Canada's Indian Invasion...
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
This is just peace me off I came to Canada as an immigrant I earned my citizenship with time and i never get a penny from the government...
Identity Attack0.02821777
Insult0.017227544
Profanity0.012346277
Threat0.0061814263
Severe Toxicity0.0011348724
Low Tox 0.054531995 Moderate Con 0.493
Sep 3, 2019 3 likes How much do refugees and …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for another freedom to take. And that doesn't take into account those who served and those who spent time in prisoner of war camp. Thankyou sir for valuing and embracing your new country.
Identity Attack0.016360072
Insult0.022770792
Profanity0.011219022
Threat0.0071199946
Severe Toxicity0.0014209747
Low Tox 0.054531995 Constructive 0.791
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
Identity Attack0.0068446035
Insult0.026444806
Profanity0.01041628
Threat0.0066086366
Severe Toxicity0.0013923645
Low Tox 0.054284602 Constructive 0.537 Policy_Critique
Jun 16, 2025 548 likes How Canada broke its immigration …
🎉🎉 watching this video when I get time no other sources got 19/20 just yesterday .
🎉🎉 watching this video when I get time no other sources got 19/20 just yesterday .
Identity Attack0.008213525
Insult0.014086916
Profanity0.027273865
Threat0.012699619
Severe Toxicity0.0036239624
Low Tox 0.05354243 Moderate Con 0.391 Meta_Commentary
Feb 13, 2026 3 likes Canadian Citizenship Test 2025 – …
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
It’s time to bring in the real Boyz in The Hoods. The Keeeelan.
Identity Attack0.005956655
Insult0.020579277
Profanity0.01805087
Threat0.012078222
Severe Toxicity0.0024986267
Low Tox 0.05354243 Low Con 0.211 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
I like what the immigrant said at 12:45. In previous years, there were Government agencies in place to help immigrants settle, but what I see this time around, I doubt that happened.
Identity Attack0.03636306
Insult0.015948927
Profanity0.011458136
Threat0.006815769
Severe Toxicity0.0013923645
Low Tox 0.051810697 Constructive 0.705 Policy_Critique
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to hold the government to account. We need transparency and accountability to stop corruption,
Identity Attack0.005512681
Insult0.025800243
Profanity0.01127026
Threat0.0071717775
Severe Toxicity0.0009727478
Low Tox 0.051563308 Moderate Con 0.372 Policy_Critique
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to change in the uk. It takes time though.
Identity Attack0.031464707
Insult0.013858915
Profanity0.015659723
Threat0.008013252
Severe Toxicity0.0019931793
Low Tox 0.051563308 Constructive 0.644 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Glad that this problem is being tackled...but...the person from Alberta does not have much time she says,,,so hurry up. This is not the time to hurry ma'am...be polite and please don't imitate the pushy tone …
Glad that this problem is being tackled...but...the person from Alberta does not have much time she says,,,so hurry up. This is not the time to hurry ma'am...be polite and please don't imitate the pushy tone that's being used south of the border. It is a question-session not the inquisition.
Identity Attack0.008139528
Insult0.023479814
Profanity0.0118338885
Threat0.007029374
Severe Toxicity0.0011491776
Low Tox 0.050821137 Constructive 0.717
Oct 1, 2025 IRCC Names India in Study …
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for …
I’ve lived in Canada for 30 years, but I became unemployed in 2021. This is the first time I’ve been out of work for more than a year and a half. I’ve applied online for over 20 jobs, but unfortunately I haven’t received any responses. This has never happened to me before. When I first came to Canada, it felt very safe—you could even leave your door unlocked at night. Things have changed a lot since then. Nowadays, there are many new immigrants and refugees, which has also changed the job market. I’ve noticed that many companies prefer hiring workers with student visas, because the government subsidizes part of their wages. That makes it more cost-effective for companies compared to hiring Canadian workers. I heard this directly from my former manager. As a result, some of my old colleagues now only get one or two days of work per week, while companies continue bringing in new employees.
Identity Attack0.0233943
Insult0.021868404
Profanity0.016001316
Threat0.00704232
Severe Toxicity0.001745224
Low Tox 0.050573748 Constructive 0.796
Aug 25, 2025 26 likes Why Canadians Are Turning Against …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 in just the last 20 years. We tried to cover this topic, respecting both the long-time Brampton residents, many of whom are angry about the changes to their city, and the Indian community, which was extremely welcoming of us. Thank you all for watching. Also, we're on our way to the UK and are looking for story recs in England and Scotland.
Identity Attack0.024600167
Insult0.018258847
Profanity0.024951037
Threat0.010887212
Severe Toxicity0.0028800964
Low Tox 0.050326355 Constructive 0.796
Sep 18, 2025 774 likes Inside Canada's Indian Metropolis (Brampton)
For over a century, hardworking Sikh Punjabi community has been an integral part of Canada’s growth and prosperity. Their contributions span agriculture, industry, public service, and cultural life—strengthening the fabric of Canadian society. In recent …
For over a century, hardworking Sikh Punjabi community has been an integral part of Canada’s growth and prosperity. Their contributions span agriculture, industry, public service, and cultural life—strengthening the fabric of Canadian society. In recent time, concerns have emerged about indian government covert operations linked to foreign non sikh actors. It is important that Canada remains vigilant against any external threats to its sovereignty, especially when such actions undermine public safety or democratic values.
Identity Attack0.038425524
Insult0.020643732
Profanity0.012346277
Threat0.008582866
Severe Toxicity0.0017642975
Low Tox 0.050326355 Constructive 0.606 Solidarity
Sep 30, 2025 IRCC Names India in Study …
Bon Voyage! Time for Canadians to fill those jobs and homes.
Bon Voyage! Time for Canadians to fill those jobs and homes.
Identity Attack0.032753747
Insult0.016100928
Profanity0.00995513
Threat0.008349842
Severe Toxicity0.0019073486
Low Tox 0.049584184 Moderate Con 0.319
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
only reason deportations are at an all time high is because they did zero deportations the last 10 years
only reason deportations are at an all time high is because they did zero deportations the last 10 years
Identity Attack0.022791367
Insult0.011920903
Profanity0.0137468055
Threat0.0074306927
Severe Toxicity0.0015735626
Low Tox 0.049584184 Low Con 0.146
Dec 26, 2025 Deportations From Canada at Their …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this …
Well done Quebec! Vive le Québec vital et libre. Our country has sold us out our political class has completely betrayed us. It's time to restore ourselves as masters of our own destiny in this beautiful land of ours. Je suis très hureux d'entendre ces actualites de ca. Bon travail mes amis! Amour de tes frères à l'Alberta! Laissons nous créer un avenir nous aurons fierté dans nos mêmes encores. Excuse mon français mauvais j'ai besoin plus pratiquer. Je suis si content. Vous m'avez donné espoirs pour l'avenir de nos pays! 😭😭🥰🥰
Identity Attack0.0073255757
Insult0.028502205
Profanity0.017777596
Threat0.007029374
Severe Toxicity0.0020313263
Low Tox 0.049336795 Constructive 0.712
Nov 24, 2025 Quebec Ends Economic Immigration Program …
The dude on the bike is brutally honest. Hope he watches his back at all times.
The dude on the bike is brutally honest. Hope he watches his back at all times.
Identity Attack0.0026083488
Insult0.019032324
Profanity0.01887069
Threat0.013424582
Severe Toxicity0.0020885468
Low Tox 0.049336795 Moderate Con 0.47 Fear_Threat
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
I don't get how people can afford to go travel to their countries so much. I met a migrant and she goes to Japan 8 times a year.
I don't get how people can afford to go travel to their countries so much. I met a migrant and she goes to Japan 8 times a year.
Identity Attack0.040745795
Insult0.01306091
Profanity0.014771583
Threat0.0066280556
Severe Toxicity0.0014686584
Low Tox 0.049089402 Constructive 0.573
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Where do they get this 80k the guy says in the intro. I think the first time an immigrant applies for any assistance they get deported along with all attached to their application to come …
Where do they get this 80k the guy says in the intro. I think the first time an immigrant applies for any assistance they get deported along with all attached to their application to come here. This is because they need to prove they can support themselves to come here.
Identity Attack0.031722516
Insult0.014580919
Profanity0.011560614
Threat0.00704232
Severe Toxicity0.0012159348
Low Tox 0.049089402 Moderate Con 0.435
Sep 11, 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.