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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We are changed with all …" 617 comments · Page 20 of 25
Yup! You come here you learn the culture and country NOT change it
Yup! You come here you learn the culture and country NOT change it
Identity Attack0.021585498
Insult0.018452216
Profanity0.015044857
Threat0.0067251488
Severe Toxicity0.0018882751
Low Tox 0.06025757 Moderate Con 0.308
Aug 26, 2025 Why Canadians Are Turning Against …
Soon Canada's name will change to Kannada 🤣🤣
Soon Canada's name will change to Kannada 🤣🤣
Identity Attack0.034816213
Insult0.020772645
Profanity0.015181494
Threat0.0072882893
Severe Toxicity0.0026130676
Low Tox 0.058737632 Low Con 0.131 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical …
This video is missing a very important piece of content. It has the WHAT but not the WHY. Why was the change done? Why was that choice the wrong choice at the time? Be critical of the whole context, please.
Identity Attack0.005364689
Insult0.01767874
Profanity0.019143965
Threat0.007883795
Severe Toxicity0.0018024445
Low Tox 0.05824285 Moderate Con 0.391
Jun 24, 2025 1 likes How Canada broke its immigration …
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
1st world countries have been living the high life for to long anyway. It's good to see the world change but not into a rich or poor without middle class
Identity Attack0.024600167
Insult0.020063626
Profanity0.014703264
Threat0.006809296
Severe Toxicity0.0016212463
Low Tox 0.05750068 Moderate Con 0.427
Aug 26, 2025 Why Canadians Are Turning Against …
Who's responsible for this mess? Do we even have number of people living here without status? Asking to Canadian over 50 years old who didn't vote for change!
Who's responsible for this mess? Do we even have number of people living here without status? Asking to Canadian over 50 years old who didn't vote for change!
Identity Attack0.023796257
Insult0.022706337
Profanity0.01128734
Threat0.006433869
Severe Toxicity0.0013542175
Low Tox 0.057005897 Constructive 0.505
Jan 15, 2026 2.9 million Canadian temporary visas …
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They …
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They should speak English if there's an English person in the room
Identity Attack0.035331827
Insult0.017420914
Profanity0.019075647
Threat0.0086087575
Severe Toxicity0.0018501282
Low Tox 0.055026773 Constructive 0.693 Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Another area of change besides the face of Brampton has been the increase in crime in Ontario. Recent reports on major car theft rings, etc. Increase in the misuse of food banks.
Another area of change besides the face of Brampton has been the increase in crime in Ontario. Recent reports on major car theft rings, etc. Increase in the misuse of food banks.
Identity Attack0.0058826595
Insult0.0279513
Profanity0.010518758
Threat0.006925808
Severe Toxicity0.0013256073
Low Tox 0.054779384 Constructive 0.521 Unverified_Claim
Jan 2, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
(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 sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system …
It’s sad to see how much Canada has changed over the years. For health care ,one woman died after giving birth by normal delivery in credit valley hospital, this how bad the health care system is right now 😢
Identity Attack0.014149316
Insult0.019225692
Profanity0.010160086
Threat0.009463178
Severe Toxicity0.001707077
Low Tox 0.054531995 Constructive 0.528 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
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 …
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
When you consider what the yearly payouts for propagandist media are, $78 million is pocket change.
Identity Attack0.0037922803
Insult0.027347196
Profanity0.012722028
Threat0.0060196044
Severe Toxicity0.0007915497
Low Tox 0.054284602 Low Con 0.07 Unverified_Claim
Dec 30, 2025 1 likes Deportations From Canada at Their …
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)
Well life in every country is the same. Big picture is change is here. Adept!!!. I learned some Punjabi to buy a used car from a Punjabi guy. Got a better deal just for that …
Well life in every country is the same. Big picture is change is here. Adept!!!. I learned some Punjabi to buy a used car from a Punjabi guy. Got a better deal just for that little thing. Just saying😁
Identity Attack0.035331827
Insult0.018581128
Profanity0.019553876
Threat0.0078449575
Severe Toxicity0.0024414062
Low Tox 0.05354243 Constructive 0.669
Sep 29, 2025 Why Canadians Are Turning Against …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Identity Attack0.03196092
Insult0.022082696
Profanity0.0004453918
Threat0.0006199462
Severe Toxicity0.00008084203
Low Tox 0.05328201 Identity_Assertion
Apr 16, 2025
As a indo-canadian born here something needs to be done. We need to make More noise. We all need to pressure the government more and get them to change the rules now and not slowly …
As a indo-canadian born here something needs to be done. We need to make More noise. We all need to pressure the government more and get them to change the rules now and not slowly 😢.
Identity Attack0.021183543
Insult0.017163089
Profanity0.01261955
Threat0.010731863
Severe Toxicity0.0016784668
Low Tox 0.05280026 Constructive 0.612
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Liberals are trying to change Canada's population into a grocery store employee Workforce for the world economic forum
Identity Attack0.019374741
Insult0.023028618
Profanity0.011014067
Threat0.0063432488
Severe Toxicity0.001206398
Low Tox 0.05205809 Low Con 0.219 Unverified_Claim
Nov 21, 2025 2 likes Thousands of refugees allowed into …
Make the change prospective and applicable for future immigrants. It is not fair to apply it on current migrants.
Make the change prospective and applicable for future immigrants. It is not fair to apply it on current migrants.
Identity Attack0.033011556
Insult0.013744914
Profanity0.011389818
Threat0.006912862
Severe Toxicity0.0010728836
Low Tox 0.05205809 Moderate Con 0.367 Moral_Argument
Feb 7, 2026 Quebec Ends Economic Immigration Program …
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)
Wonder why he changed the thumbnail 😂😂😂
Wonder why he changed the thumbnail 😂😂😂
Identity Attack0.005253696
Insult0.013706914
Profanity0.024472807
Threat0.008815889
Severe Toxicity0.002708435
Low Tox 0.050821137 Low Con 0.257
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Canadians wonder why their quality of life is changing. This is only the beginning!
Canadians wonder why their quality of life is changing. This is only the beginning!
Identity Attack0.030175667
Insult0.01890341
Profanity0.009920971
Threat0.006763986
Severe Toxicity0.0015735626
Low Tox 0.050821137 Low Con 0.281
Nov 21, 2025 3 likes Thousands of refugees allowed into …
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 …
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
One would have to wonder if the deities would by necessity change to local creatures. Could Ganesh or Airavata become like a bear or a moose? Would these deities be immutable?
Identity Attack0.011173353
Insult0.021610579
Profanity0.018119188
Threat0.008311004
Severe Toxicity0.0021266937
Low Tox 0.050573748 Low Con 0.271 Meta_Commentary
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Identity Attack0.04822223
Insult0.015188923
Profanity0.011082385
Threat0.006220264
Severe Toxicity0.0014019012
Low Tox 0.049831573 Constructive 0.615 Unverified_Claim
Sep 9, 2025 1 likes 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.