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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: "And we don't treat them …" 154 comments · Page 6 of 7
What happened when a country treats foreigners better than their citizens?
What happened when a country treats foreigners better than their citizens?
Identity Attack0.06385879
Insult0.018516673
Profanity0.012926984
Threat0.0066280556
Severe Toxicity0.0017642975
Low Tox 0.08479069 Low Con 0.228 Fear_Threat
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Unless they are the majority like in Guyana or Mauritius, they always complain about discrimination. Take Fiji, Uganda, among others for example, and the audacity to ask why they were treated that way.
Unless they are the majority like in Guyana or Mauritius, they always complain about discrimination. Take Fiji, Uganda, among others for example, and the audacity to ask why they were treated that way.
Identity Attack0.05794714
Insult0.023221988
Profanity0.011594773
Threat0.006356194
Severe Toxicity0.0016307831
Low Tox 0.08083374 Moderate Con 0.327
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
Identity Attack0.02439919
Insult0.02425329
Profanity0.016616182
Threat0.008077981
Severe Toxicity0.002002716
Low Tox 0.07371122 Moderate Con 0.316 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our …
I think we should provide more help and support for Canadians. I am an immigrant but it came be overwhelmingly. As long immigrants don’t break the law, it is OK. But I do believe our Canadian people are not treated fairly, they do feel left out.
Identity Attack0.052944973
Insult0.019483518
Profanity0.0113215
Threat0.007081157
Severe Toxicity0.0014591217
Low Tox 0.06896287 Constructive 0.814 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Question: Can cockroaches be exterminated? Google: While difficult, elimination is possible with persistence, and a professional pest management service is recommended for severe infestations or difficult-to-treat situations.
Identity Attack0.006992595
Insult0.017743196
Profanity0.030639706
Threat0.02250864
Severe Toxicity0.0035858154
Low Tox 0.06579731 Moderate Con 0.427 Humor_Satire
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
There’s nothing down there I need to see or do that bad to be treated like a criminal
There’s nothing down there I need to see or do that bad to be treated like a criminal
Identity Attack0.0035630031
Insult0.009448885
Profanity0.0001628137
Threat0.010949813
Severe Toxicity0.000013081967
Low Tox 0.06238377 Comparative_Framing
Dec 9, 2025 15 likes
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
I'm born in Quebec, I moved in different provinces for work and when I came back, i was treated like an immigrant. Go figure
Identity Attack0.04280826
Insult0.019419061
Profanity0.011406898
Threat0.0061814263
Severe Toxicity0.0012969971
Low Tox 0.06065326 Constructive 0.617
Nov 23, 2025 13 likes Quebec Ends Economic Immigration Program …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing …
You gotta admit the hospitality and the common good of a human being, offering food and treating people with kindness without discrimination was really nice to see from that Hindu gentleman at the temple handing out free food. Nothing billion dollars.
Identity Attack0.04512853
Insult0.020450363
Profanity0.012038844
Threat0.006272047
Severe Toxicity0.001449585
Low Tox 0.06025757 Constructive 0.628 Solidarity
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Oh no, we're being treated exactly like how we treated the native americans. How could this happen?!
Identity Attack0.033011556
Insult0.01625293
Profanity0.014259194
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.056263726 Moderate Con 0.38 Moral_Argument
Oct 7, 2025 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 …
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the …
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the day, we are all humans first. These communities work hard, take on labor, and steadily climb the ladder—there’s nothing wrong in that.
Identity Attack0.04332388
Insult0.014580919
Profanity0.020851927
Threat0.009411395
Severe Toxicity0.0030708313
Low Tox 0.050573748 Constructive 0.739 Solidarity
Sep 19, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Identity Attack0.013445892
Insult0.022964163
Profanity0.012482914
Threat0.006051969
Severe Toxicity0.0012874603
Low Tox 0.046368107 Constructive 0.683 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get …
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get charged lower because their fees are subsidized.
Identity Attack0.025605056
Insult0.016100928
Profanity0.011492296
Threat0.006045496
Severe Toxicity0.0011205673
Low Tox 0.04216247 Moderate Con 0.461 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
This documentary starts on a very partisan note, but it doesn't end on one. I don't speak for all Hindus, but when I lived in Australia, my values told me to integrate and treat everyone …
This documentary starts on a very partisan note, but it doesn't end on one. I don't speak for all Hindus, but when I lived in Australia, my values told me to integrate and treat everyone equal. Now I am back living in India with a global perspective and renewed respect for world cultures. Yes, Canada has had a lot on unchecked unskilled immigration which is bound to cause issues- but I'd like to believe, and my Hindu faith teaches me, that people are inherently good.
Identity Attack0.035074018
Insult0.014580919
Profanity0.012585391
Threat0.0064079775
Severe Toxicity0.0012493134
Low Tox 0.03969839 Constructive 0.872 Personal_Narrative
Sep 19, 2025 79 likes Inside Canada's Indian Metropolis (Brampton)
I have heard the skilled laborer argument for years. Canadian governments keep saying we need to bolster the work force with immigrants. I've heard this for 20+ years, and they're still saying it. It hasn't …
I have heard the skilled laborer argument for years. Canadian governments keep saying we need to bolster the work force with immigrants. I've heard this for 20+ years, and they're still saying it. It hasn't worked because bringing in immigrants only treats the symptoms not the cause.
Identity Attack0.025002124
Insult0.014124917
Profanity0.00997221
Threat0.0066927844
Severe Toxicity0.0011301041
Low Tox 0.039226998 Constructive 0.626 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
And we don't treat them like the U.S. does (ice) Merry Christmas Canada 🎄🙏❤️
Identity Attack0.014852738
Insult0.015720926
Profanity0.010365041
Threat0.0066345283
Severe Toxicity0.0010871887
Low Tox 0.038519915 Moderate Con 0.471 Comparative_Framing
Dec 24, 2025 Deportations From Canada at Their …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that part doesn’t bother me at all.
Identity Attack0.020279141
Insult0.013326911
Profanity0.012004685
Threat0.006149062
Severe Toxicity0.0009918213
Low Tox 0.034513097 Constructive 0.652 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Why bother? The USA has become unwelcoming. Treating everyone like a potential trouble.
Why bother? The USA has become unwelcoming. Treating everyone like a potential trouble.
Identity Attack0.002272109
Insult0.0040747444
Profanity0.00008451354
Threat0.00023837983
Severe Toxicity0.000003358203
Low Tox 0.013403489
Dec 12, 2025
I've always treated others as how I'd like to be treated. 😊at 54 I can say I've noticed that this doesn't work out so well. ❤Canada
I've always treated others as how I'd like to be treated. 😊at 54 I can say I've noticed that this doesn't work out so well. ❤Canada
Identity Attack0.004328749
Insult0.008348881
Profanity0.010313802
Threat0.0060778605
Severe Toxicity0.0006198883
Low Tox 0.0126288915 Constructive 0.747 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
CBSA treated me, a Canadian citizen and veteran, far differently.
CBSA treated me, a Canadian citizen and veteran, far differently.
Identity Attack0.0045322375
Insult0.007360875
Profanity0.009681856
Threat0.005922511
Severe Toxicity0.00046730042
Low Tox 0.009236055 Moderate Con 0.451 Personal_Narrative
Nov 20, 2025 24 likes Thousands of refugees allowed into …
Professional advice to cross the border? Easier to just not visit the States. Other countries treat Canadians far better. Up yours, Trump.
Professional advice to cross the border? Easier to just not visit the States. Other countries treat Canadians far better. Up yours, Trump.
Identity Attack0.0009050994
Insult0.0032416207
Profanity0.000049248803
Threat0.000065566164
Severe Toxicity0.0000019561185
Low Tox 0.0070605753 Comparative_Framing
Dec 8, 2025
Import third world get treated like third world
Import third world get treated like third world
Identity Attack0.0011062972
Insult0.0010005025
Profanity0.00003378188
Threat0.0007088552
Severe Toxicity0.0000040217283
Low Tox 0.006588108 Identity_Assertion
Dec 8, 2025 1 likes
Canadians please take your business to Mexico, Cuba, Brazil, The Caribbean, Spain, Portugal, etc. Go where you are treated best.
Canadians please take your business to Mexico, Cuba, Brazil, The Caribbean, Spain, Portugal, etc. Go where you are treated best.
Identity Attack0.0023148595
Insult0.0004655777
Profanity0.000032275977
Threat0.00014433938
Severe Toxicity0.000003463188
Low Tox 0.0024310052
Dec 7, 2025 20 likes

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.