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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: "We as Canadian people, we …" 922 comments · Page 30 of 37
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
Identity Attack0.07921951
Insult0.033239998
Profanity0.012277958
Threat0.007145886
Severe Toxicity0.0032234192
Low Tox 0.11305673 Moderate Con 0.327
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The old argument that canada just does not have the talent is starting to sound like "other countries have the talent" that Canadians don't measure up..... we need to elect people who think Canadians ARE the talent!
Identity Attack0.061130337
Insult0.042665333
Profanity0.011970525
Threat0.0074436385
Severe Toxicity0.0026893616
Low Tox 0.112333365 Constructive 0.512 Policy_Critique
Nov 22, 2025 18 likes Quebec Ends Economic Immigration Program …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to …
You keep talking about respect the canadian culture or way of life but you haven’t mentioned anything about it. Is the Canadian culture somehow involves you live by yourself or with your partner, go to work, then meet at the tavern, then at the weekend you go to a restaurant? And then what? Wait to die? Is this really a culture? And you want people to adapt this culture. Oh my God
Identity Attack0.044612918
Insult0.031036375
Profanity0.01535229
Threat0.011275585
Severe Toxicity0.0034713745
Low Tox 0.11223003 Moderate Con 0.456
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With …
Excellent video. As a white Canadian of European background, I love Indian people. They do their best to find a place in this world and to contribute to Canada in any way they can. With that being said, there are bad apples everywhere; let's not judge all by the actions of a few.
Identity Attack0.10221587
Insult0.026058068
Profanity0.019758832
Threat0.0076119336
Severe Toxicity0.0025749207
Low Tox 0.11202335 Constructive 0.794
Oct 3, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Identity Attack0.025203101
Insult0.060927123
Profanity0.013883443
Threat0.0076119336
Severe Toxicity0.0022220612
Low Tox 0.11192002 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The majority vote share owns the country. This is happening because there's nothing unifying the Canadian people, but Indians are unified under their religion so they easily develop a common goal.
The majority vote share owns the country. This is happening because there's nothing unifying the Canadian people, but Indians are unified under their religion so they easily develop a common goal.
Identity Attack0.10221587
Insult0.028832749
Profanity0.012243799
Threat0.006194372
Severe Toxicity0.0020503998
Low Tox 0.11192002 Moderate Con 0.394 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's …
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's going to get worse before it gets better. Your only option is further education to secure a better job. That is not an option for many people based on finances and current education. Average Canadian penalized for having a job.
Identity Attack0.08500996
Insult0.031807642
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.11161 Constructive 0.78
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that …
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that Canadian Government needs to be strong enough and make revision to its immigration system; many people works years and years with no proper documentation, no declaring taxes because they are being paid in cash…not even speaking a basic English, however they have a life in Canada. It’s their fault? No, they just take advantage of a weak system. Is government fault? Sure.
Identity Attack0.06567776
Insult0.04149419
Profanity0.01627459
Threat0.0065633263
Severe Toxicity0.002708435
Low Tox 0.11161 Constructive 0.548 Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future. Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality. The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need. Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties. Thank you.
Identity Attack0.10221587
Insult0.031697463
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0031280518
Low Tox 0.11140333 Constructive 0.718 Moral_Argument
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated …
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated it must stop now.
Identity Attack0.08252834
Insult0.02982438
Profanity0.01127026
Threat0.007353018
Severe Toxicity0.0021457672
Low Tox 0.11140333 Constructive 0.729 Moral_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I have a friend from China who got a bachelor degree from university of Waterloo and worked at downtown Toronto as a finance person for $500k per year which is extreme high in Canada. But he could not get his permanent resident because he is not what Canada needs as the immigration system. But immigration system is giving lots of pathway on low skills workers who can bring his/her whole families inside the country. These low skills workers need to find employers to do many complicated admin works for the application. In reality, no employers are willing to do such a complicated admin works for a minimum wages worker. So these people are paying the the employers to do the admin works without a single day working. Once they get the permanent residency, they just stay in Canada without working, paying taxes or try to become a Canadian. But for these people who have a high-pay job with high degrees, Canada is kicking them out of this country.
Identity Attack0.055218685
Insult0.047349896
Profanity0.017572641
Threat0.0071847234
Severe Toxicity0.002670288
Low Tox 0.11109332 Constructive 0.71
Sep 21, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church Downtown, Barrie to assimilate. Now it feels totally different, more chaotic almost third world in parts. Honestly, I don’t blame immigrants, I blame the laws. They’re too soft, and people take advantage. Refugee protection, settlement aid, multiculturalism sounds welcoming on paper, but in practice, they’re dragging the country down.
Identity Attack0.06476828
Insult0.04207976
Profanity0.019212283
Threat0.006699257
Severe Toxicity0.002937317
Low Tox 0.11098998 Constructive 0.78
Aug 25, 2025 65 likes Why Canadians Are Turning Against …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and …
The government has turned Canadians against immigrants. People should look to see who is to blame and it's not the immigrants. When Canadians work all their lives and the government is taking from Canadians and giving it to people who haven't contributed a dime to the system.
Identity Attack0.09162762
Insult0.030154925
Profanity0.011116544
Threat0.006835188
Severe Toxicity0.0021839142
Low Tox 0.11088664 Moderate Con 0.463 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst …
It saddens me for what this country has become. When I first came here, I saw the potential of what I could do in this country but that is not the case anymore. I, amongst many immigrants from India, try every bit possible to assimilate in the society and believe me we have, almost at par with Canadian values. However, post-covid, everyone seems to judge every east Indian on the same grounds as outlined by the speakers in this video. My opinion is, people who do not respect the laws and traditions of this country should go back to their countries (regardless of who they are) and do all your propaganda there especially all the international ones. Like I came here for a better future and I feel I am getting a worsened experience due to all this toxicity for colored people and their behaviour of course.
Identity Attack0.089973204
Insult0.033790905
Profanity0.019690514
Threat0.007094103
Severe Toxicity0.0028419495
Low Tox 0.11088664 Constructive 0.767
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and …
In Canada, we imported almost 10% of our population is the last five years, the majority of whom came from India. There's no doubt that Indian culture is not the same as Canadian culture, and importing such a massive number so quickly means we are far more likely to see those cultures bumping up against each other, rather than giving them a chance to assimilate and blend. Like any good cook, I know if you try to add the eggs too quickly and in too much of a hurry, you get scrambled eggs in weak sauce, not a thick creamy custard. Same principle applies to immigration. We need to give people the time and chance to learn and absorb our culture and values, else we end up with ghettos and a weakened society.
Identity Attack0.07921951
Insult0.034672357
Profanity0.020032106
Threat0.008401625
Severe Toxicity0.0031852722
Low Tox 0.11057663 Constructive 0.775 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
"same as other canadians" Wait. People who simply walk across the border aren't "canadians" just because they managed to set foot here - or because our federal government coddles them.
Identity Attack0.055673428
Insult0.03511308
Profanity0.013166099
Threat0.006861079
Severe Toxicity0.0021648407
Low Tox 0.1104733 Moderate Con 0.378
Oct 26, 2017 187 likes How much do refugees and …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl with IELTS comes to Canada, then calls her husband here. Many of these are nothing more than contract marriages, where once the boy arrives, they go their separate ways. This is blatant abuse of the system and has created a wave of people entering Canada without even basic English skills. IRCC needs to wake up and fix this. Students on study or work visas must not be allowed to bring their spouses. If someone wants to come, let them take an English test themselves and prove they’re qualified. Study permits should only be issued for genuine university students, not random private colleges being used as back doors into the country. On top of that, no work permits should be given while on a study visa. Employers who hire students illegally on cash as cheap labour should face strict penalties, heavy fines, and blacklisting. Until these loopholes are closed, Canada’s immigration system will continue to be exploited and lose credibility. IRCC, this is not immigration — this is fraud facilitated by weak laws.
Identity Attack0.05089863
Insult0.045007613
Profanity0.015147334
Threat0.0071070488
Severe Toxicity0.0025558472
Low Tox 0.1104733 Constructive 0.664 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …

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.