Skip to content
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

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

Search & Filter

Search comment text, filter by category or toxicity level
Active: "If only Australia had a …" 249 comments · Page 5 of 10
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
invasion australia too
invasion australia too
Identity Attack0.18235919
Insult0.03566399
Profanity0.057944927
Threat0.024235269
Severe Toxicity0.011672974
Low Tox 0.22980402 Moderate Con 0.352
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Identity Attack0.25309357
Insult0.06599696
Profanity0.04742365
Threat0.009463178
Severe Toxicity0.006713867
Low Tox 0.21374844 Moderate Con 0.379 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Come to Australia next and report on our Indian problem 😂
Come to Australia next and report on our Indian problem 😂
Identity Attack0.19495805
Insult0.047935467
Profanity0.049678206
Threat0.021990653
Severe Toxicity0.009155273
Low Tox 0.20973456 Low Con 0.291 Humor_Satire
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Identity Attack0.27701542
Insult0.056719027
Profanity0.021603432
Threat0.008634649
Severe Toxicity0.0064468384
Low Tox 0.20219094 Constructive 0.532
Aug 25, 2025 Why Canadians Are Turning Against …
Australia’s huge immigration numbers are mainly Indians, dodgy agreement between our PM & Modi.
Australia’s huge immigration numbers are mainly Indians, dodgy agreement between our PM & Modi.
Identity Attack0.17925262
Insult0.07333439
Profanity0.022286616
Threat0.0072235605
Severe Toxicity0.0038719177
Low Tox 0.20126031 Low Con 0.256
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It's happening really bad here in Australia too!!!! 🇦🇺 😬
It's happening really bad here in Australia too!!!! 🇦🇺 😬
Identity Attack0.1064171
Insult0.035443626
Profanity0.040158957
Threat0.0100069
Severe Toxicity0.00667572
Low Tox 0.20102765 Moderate Con 0.453 Comparative_Framing
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to …
Bro i almost thought this was australia or New zealand with the amount of indians i saw lol. They also use us (new zealand) to gain entry into australia since all you need is to be a NZ citizen and no visa required.
Identity Attack0.2308735
Insult0.053791173
Profanity0.066963166
Threat0.0077802283
Severe Toxicity0.006980896
Low Tox 0.19870108 Moderate Con 0.468
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually …
Canada's post-pandemic Indian migrants definitely do not hail from India's upper class. Most of the recent arrivals are from towns and villages in Punjab, Gujarat and Haryana, i.e. India's "Wild West". India's upper class usually migrates directly to the US, UK, UAE and Singapore. Canada and Australia used to be popular destinations, but there's so many lower class Indians in Canada and Australia that neither country is sought after by the richer Indians now.
Identity Attack0.26155844
Insult0.06285016
Profanity0.013371054
Threat0.006479179
Severe Toxicity0.004272461
Low Tox 0.19219314 Constructive 0.612 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates …
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates who find all possible loop holes and even defraud immigration rules and exploit it. Whole villages are emptying in India and moving to suburbs in the west.. One who see Indians in the west might think Sikhs are India, but they are a miniscule minority of about 2% concentrated in Punjab region..
Identity Attack0.21866
Insult0.07365121
Profanity0.047674157
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.19124292 Constructive 0.581
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and …
I’m Australia on a work visa in Canada and I’m shocked by how many Indians are here. I’m assimilating to the Canada culture and ways but a lot of them here I’ve noticed don’t and won’t.
Identity Attack0.27510223
Insult0.047935467
Profanity0.019348921
Threat0.006912862
Severe Toxicity0.004558563
Low Tox 0.1893425 Constructive 0.613 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Identity Attack0.18546575
Insult0.05086332
Profanity0.021603432
Threat0.008505191
Severe Toxicity0.0065994263
Low Tox 0.18554166 Low Con 0.259 Identity_Assertion
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
You think Canada is bad, take a look to Australia
You think Canada is bad, take a look to Australia
Identity Attack0.13163337
Insult0.0654725
Profanity0.022969801
Threat0.006977591
Severe Toxicity0.0029945374
Low Tox 0.18364124 Low Con 0.288 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
mate come to Australia. six million of them.
mate come to Australia. six million of them.
Identity Attack0.0775651
Insult0.029053112
Profanity0.041661996
Threat0.10389658
Severe Toxicity0.0074386597
Low Tox 0.17285149 Moderate Con 0.333 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
australia full of them and blocks what you say about them
australia full of them and blocks what you say about them
Identity Attack0.09741807
Insult0.05144889
Profanity0.03615085
Threat0.019055385
Severe Toxicity0.00415802
Low Tox 0.17198499 Low Con 0.257
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
come to australia lmao
come to australia lmao
Identity Attack0.048480038
Insult0.032689095
Profanity0.104876526
Threat0.012130005
Severe Toxicity0.0090408325
Low Tox 0.165053 Moderate Con 0.35 Humor_Satire
Feb 4, 2026 Inside Canada's Indian Invasion...
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under …
They do that everywhere same happens in Australia and Fiji all over Pacific nations like they are so rampant and abundant in crimes and using student visas to disappear into the country they enter under the pretence of studying
Identity Attack0.1015541
Insult0.06529768
Profanity0.019143965
Threat0.008582866
Severe Toxicity0.0039482117
Low Tox 0.1641865 Moderate Con 0.417 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
It might be even worse in Australia
It might be even worse in Australia
Identity Attack0.10221587
Insult0.031807642
Profanity0.04065997
Threat0.009877442
Severe Toxicity0.0041007996
Low Tox 0.16043124 Moderate Con 0.348
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Australia, New Zealand, UK, Europe, USA soon to follow suit. All will become India 🤣
Identity Attack0.120924085
Insult0.038566336
Profanity0.046922635
Threat0.012854968
Severe Toxicity0.0077056885
Low Tox 0.15932569 Low Con 0.117 Comparative_Framing
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Exactly the same and worse in the UK, Australia and most of western Europe, i see civil wars on the horizon if this isn't reversed
Identity Attack0.059311368
Insult0.0279513
Profanity0.029888187
Threat0.07476458
Severe Toxicity0.0061035156
Low Tox 0.15822013 Moderate Con 0.411 Fear_Threat
Oct 12, 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.