Some Common Facebook Interview Questions. MBA Interview Acceptance Rate Rankings from Highest to Lowest. Copyright © 2008–2020, Glassdoor, Inc. "Glassdoor" and logo are registered trademarks of Glassdoor, Inc. rate for a given date? That allowed us to basically form a rate calculation where we are counting the number of acceptances and the number of senders. Interview Process. Now I have acceptance rate by date . The next thing I want to do is be able to split the number of sent records and then be able to split the number of accepted records and then group them by date. Question; Solution; In social network like Facebook or Twitter, people send friend requests and accept others’ requests as well. In addition, Interviewees will be asked to respond to two short-answer questions and upload their responses no later than 24 hours prior to the start of their interview. These are my subqueries. The acceptance rate for interns increased from last year, while the offer and conversion rates both dropped, according to results of NACE’s 2018 Internship & Co-op Survey. 4 years ago. Harvard’s admissions process is exceptionally selective, as you can see in data compiled by Harvard itself. All leaked interview problems are collected from Internet. Create an account or log into Facebook. Friend Requests I: Overall Acceptance Rate. Your feedback has been sent to the team and we'll look into it. And now after I preview it, instead of sent, I have accepted. One or more comments have been removed. If we retain historical records, being all sent rows in the table, then we divide the counts by accepted/sent.If we do not retain the history, we then need accepted/Another query of this question, is although it looks at the specific day X acceptance rate, should you not include sending across all time, and hence match up past with current day. You can try to solve the interiew question here (https://platform.stratascratch.com/edu-content-editor?id=10285&python=). Now what we want to do is count the number of accepted and then count up the number of sents and then group that by the date. SAR662 on Jun 13, 2016 On the other way round, if UCLA has 10,000 applicants but admits only 5,000 applicants, then their acceptance rate will be 50%. SELECT SUM(accept_ind)*1.0 /COUNT(*) AS accept_rateFROM (SELECT (CASE WHEN Action = ‘accepted’ THEN 1 ELSE 0 END AS accept_ind)FROM requests r1INNER JOIN requests r2ON r1.user_id_who_sent = r2.user_id_who_sent AND r1.user_id_to_whom = r2.user_id_ to_whomWHERE date =NOW()); select sum(accepted)/sum(sent) from select case when Action = accepted then 1 else 0 end as accepted, select case when Action = sent then 1 else 0 end as sent, from table where date = today(), Select count(case when b.action is not null then 1 end)/count(1)From activity aLeft join activity bOn a.sent=b.sent and a.to_whom=b.to_whomWhere a.datee ='2018-01-01' and a.action ='sent' and b.action='accepted', SELECT 100*SUM(CASE WHEN action=‘ACCEPTED’ THEN 1 ELSE 0 END)/COUNT(*)) AS acceptance_rateFROM request aJOIN requests bON a.user_id_who_sent = b.user_id_who_sent AND a.user_id_to_whom = b.user_id_to_whom — (Assuming the user who sent the request does not change to the “to_whom” for the acceptance. I could use an INNER JOIN, LEFT JOIN, RIGHT JOIN, or an OUTER JOIN. Share photos and videos, send messages and get updates. We know that the denominator of the acceptance rate that we want to try to find there is sent. If you have been selected to interview at Stern then you can prepare to open a bottle of champagne because you are probably going to business school. by Andyy Hope I just got a developer job at Facebook. A good illustration of UCLA Acceptance Rate is as follows: Let’s assume UCLA has about 200,000 applicants in 2021 but Accepts about 10,000 applicants. Google's careers page makes the process seem quite simple: … You're getting this question during a Facebook data science interview and you are given the data set schema where we have the sender, the receiver, the date and then the action. Hard times globally = slightly easier admissions. If I had to give you a ball park and oversimplified estimate (and keep in mind this is a very, very, very rough ballpark), the "pass rate" might be . . The average GMAT acceptance score is the highest on the list at 734. So, we're going to have a denominator and a numerator and what I'm doing with these subqueries is I'm actually defining the numerator and denominator and then joining them together. The information provided is from their perspective. HBS’ MBA is a full-time, two-year residential program with different teaching activities and a busy social calendar. Please describe the problem with this {0} and we will look into it. Good to know. Table :- User_id_who_sent|User_id_to_whom|date|Action (Sent, accepted, rejected etc). This you can learn prior to the interview through the admissions office. I walk through each step of my solution design, talk about business context and impact, and explain every line of code I write. Admissions interviews. NYU jumps out as the highest acceptance rate by a wide margin. Answer See 2 answers. We're going to use two keys because we definitely want the sender and the receiver to be matched together since that's the primary key combination of these two users. A few months ago, I was set to begin a summer internship at Facebook. In this case, their acceptance rate is 10%. In a strong college hiring market, offer rates would be high for intern and co-op hires, with low acceptance rates. Acceptance rates . We’ve compiled it from Baylor Medical School acceptance rate data, the Baylor College of Medicine website, and most importantly, from Baylor Medical School students themselves! For example, when someone accepts a request does the action go from 'sent' to 'accepted'This would vary what our divisor is. Here’s how I prepared for these interviews, Regarding the dates, alot can be done with them but they are not strictly part of the question. The average conversion rate from interview to offer - 19.78% in 2016 translating to 5 interviews per offer. You have a 50% acceptance rate. Think in terms of sub query, applying conditions of self join and then summing up the rows to calculate percentage. Here’s how I prepped for my interviews.I just finished seven on-site interviews at Silicon Valley tech companies. You can see that there are some NULL records where we did a LEFT JOIN and the receiver did not accept the friend request so that's why you're seeing some blank rows. Once the Office of Admissions receives all of the required application materials, applicant files are reviewed to determine whether applicants merit interview invitations based on established criteria of the Admissions Committee. Then what I'm going to do is I am going to copy this subquery and create a new subquery. For example, an organization meeting this benchmark extended offers to 50 candidates, and 33 of those offers were accepted— (33/50) x 100 = 66%. Round 1 - 10% - 20% at Round 1, The question is to find overall friend acceptance rate for a given date for all users. In order to do that I can write SELECT and then user_id_sender, user_id_receiver, date and then action. This is the employer's chance to tell you why you should work for them. You will not only get the facts like admissions statistics, but you’ll also get … )WHERE a.action = ’SENT’AND a.date= *some_date*AND b.action ‘SENT’AND b.date > a.date — not necessary, but should be good check, The question is to find overall friend acceptance rate for a given date for all users.A friend request sent in the past can be accepted on the specific date in which case #accepted>#sends for a given day. So, an integer divided by an integer is going to remain an integer and it's just going to give us a 1 if we don't change this integer into a decimal or into a float. Now what I will try to figure out next is what sort of JOIN I want to implement. If we preview this table, we have again the sender, the receiver, the date and then the action sent. What I really want to do is implement a LEFT JOIN to preserve all of the friend requests that were not accepted yet. The reason why we have this casting of this count into a FLOAT is that we basically have integers with this count of receiver and an integer where we're counting the senders. The acceptance rate statistic should not be confused with the offer rate, which UCAS defines as the percentage of applicants who received an offer from the university. interview rates also tied to demand and seating By the same token, some schools warm up to candidates in the 3.40-3.59 range as their GMAT averages rise. How do you prepare for the Thinkful interview process? An offer acceptance rate above 90 percent can indicate that there’s a good match between a company’s requirements and selected candidates’ expectations. The question asks the interviewee to calculate the friend acceptance rate over time, which means you need to calculate a rate and group it by date. In order to identify the top 50 universities in the UK with the highest acceptance rates, we gathered the latest available data, published by UCAS on the 25th of January 2019. During the last year’s application season (2019-2020), Harvard had an acceptance rate of 5% (2,015 admissions out of 40,248 applicants). Glassdoor has millions of jobs plus salary information, company reviews, and interview questions from people on the inside making it easy to find a job that’s right for you. I took from the one table given and split it into a table where we captured friend requests being sent and friend requests being accepted. Facebook Data Science Interview Question and Solution in SQL - Friend Acceptance Rate This data science interview question was asked by Facebook during a data science interview. This article will cover both the solution to the question and a detailed explanation of the approach I take to answer this Facebook data science interview question. That's the first subquery and if I run this code, I get exactly what I'm expecting - all of the sent records. https://platform.stratascratch.com/edu-content-editor?id=10285&python=. The only factors that had any predictive power were round, age and major. According to a majority of user reviews, the admissions process at Thinkful is a very positive experience. If I run this query, I get the date and the acceptance rate as an actual decimal or as an actual float. Applicants must meet all of the admissions requirements listed previously to be considered for on-campus interviews. If it is closed, feel free to speak about anything on your application you are particularly proud of, if given the opportunity. We build new... – More. So, we need to consider only those sends (and acceptances) that happened on that day to get the acceptance rate at a day level. Now we have the date and the acceptance rate and all we need now is just a GROUP BY. Generally, companies aim high with this recruiting metric. In order to do that I will put the date column first and then define the number of accepted and the number of sent. What I like to do when I create my solution especially in SQL is actually work starting at from the tables and the JOIN clause and work myself out. This will be more obvious once I finish this query and show you the underlying data. Glassdoor will not work properly unless browser cookie support is enabled. The social network’s massive reach means employees get to work on something that potentially affects billions of people. List of all US Dental Schools Including Acceptance Rates + Average GPA + Average DAT scores Updated: June 25, 2020 Click each dental school name to learn more about the dental school acceptance rates at every dental school in the US including average accepted GPA and average accepted DAT score. Now on the keys, all I'm going to do is just line up the sender and the receivers for both tables. Tackling the Facebook Interview is going to require a very strong command of these skills, so make sure to take a look at these courses. On the left, I have all of the friend requests and on the right side, I have all the accepted. When I was processing this data, one of the other observations I made involved … Please note that all interviews for the 2020-2021 admission cycle will be conducted virtually. What I'm going to do now is just type in date descending. You could interview 20 - 30 people who looked really good on paper, interview them in round 1, and take 2 people to round 2 (that would be on the low end). (Jobvite 2017 Recruiting Funnel Benchmark Report) The conversion rate of offers accepted - 83.1% in 2016, down from 89% in 2015. This becomes. Connecting the world takes every one of us. Connect with friends, family and other people you know. ... and divide it by the number of requests to get the acceptance rate. I will now work from the outer top SELECT and use my subqueries in the FROM clause. Would you like us to review something? What we're going to do first is define acceptance rate as the number of accepted divided by the number of sent requests. We'll GROUP BY the date. The next thing I want to do is turn this entire operation here into a decimal. The only thing that dates mean is that you could have multiple requests before an accept so use distinct. Getting interviewed by Facebook means you have a likelihood of receiving employment from the company. Just look at Columbia Business School, which only interviews 17% of candidates in this range with a GMAT under 700. No other school in the top 10 has an interview acceptance rate above 60%. The average acceptance rate is 49%, with older candidates doing a little better with about a 7% higher acceptance rate for someone a year older than average. With an acceptance rate of 0.2%, you'd have a better chance of getting into Harvard. Details will be sent in the interview invitation. And then we joined those two together preserving the number of sent requests. At this point, you might start thinking about what to wear, which books to stack artfully behind you, how Zoom actually works . So, we need to consider only those sends (and acceptances) that happened on that day to get the acceptance rate at a day level.The below query provides the acceptance rate for all dates but it can be filtered for a specific date as well.select date, cast((accepted/sent) as decimal)*100 as acceptance_ratefrom(selectdate,sum(case when action='sent' then 1 else 0 end) as sent,sum(case when action='accepted' then 1 else 0 end) as acceptedfrom(selectUser_id_who_sent,User_id_to_whom,date,action,case when action='sent' then date end as sent_date,case when action='accepted' then date end as accepted_datefrom friend_requestsgroup by 1)xwhere sent_date=accepted_dategroup by 1)z, WITH Requests AS(SELECT User_id_who_sent , Date AS Request_sent_dateFROM friend_requestsWHERE Action = 'Sent'),Accepts AS(SELECT User_id_who_sent , Date AS Request_Accepted_dateFROM friend_requests f1WHERE Action = Accepted)SELECT r.date , COUNT(Accepts.User_id_who_sent)*100 / COUNT(Requests.User_id_who_sent) As PercentAcceptsFROM Requests r LEFT JOIN Accepts aON r.User_id_who_sent = a.User_id_who_sentWHERE r.date = a.dateGROUP BY date, Acceptance rate = accepted/AllSELECT date, SUM(CASE WHEN action = 'accepted' THEN 1 ELSE 0)/count(*)FROM tableWHERE date = 'date', correction from ^Acceptance rate = accepted/AllSELECT date, SUM(CASE WHEN action = 'accepted' THEN 1 ELSE 0 END)/count(action)FROM tableWHERE date = 'date', select cast( request_sent_dt as char(10) ), 100 * sum(case when user_action = 'accepted' then 1 else 0 end) / COUNT(user_action)from user_friend_requestgroup by cast( request_sent_dt as char(10) ). Answered September 10, 2019. So, we're going to actually turn that into a FLOAT. A friend request sent in the past can be accepted on the specific date in which case #accepted>#sends for a given day. Round 2 applicants had a 37% acceptance rate, while round one had a 57% chance. Online and there's a phone screening, a video test and then an onsite interview. Our suggestion is to try to solve the data science interview question first before reading the solution. Working at Facebook means impacting billions of people around the world each day. Just like some other large organisations, Facebook usually interviews an applicant twice. I ultimately accepted an offer for a software engineering job from Facebook. Learn how to enable cookies. Facebook's interviewing process is aimed at finding people who are already passionate about the company. all important issues to bear in mind. Harvard Business School follows Stanford as the second most competitive school in the US, with an acceptance rate of 11.5 percent and a GMAT score of 728. Lastly, we have the ORDER BY because this Facebook data science interview question is asking us to order by date from the latest date to the earliest date. We also know that the numerator for that rate should be accepted in the action column. . If it is open file, be prepared to explain any negatives on your application; for example, a bad grade or a misconduct issue. How do you apply to work for Facebook and how does the interview process work if your hired on? Facebook is proud to be an Equal Employment Opportunity and Affirmative Action employer. In order to do that I'm going to use two subqueries to split this one table and make it into two tables. Here's the output of the code to show you what I mean by lining up accepted and sent requests. Further, reviewers reported that the Thinkful interview process only took about 14-30 days to complete before receiving a decision. 1 (310) 815-9553 According to this infographic about landing a job at Apple, Google or Facebook, Facebook has 330 job openings (55 for software engineers) and receives 250,000 job applications per year. As the number of applications exceeds the number of seats that are available within the University, to secure a place on your chosen course you may be required to take part in an interview with a member of the RCSI Admissions Team. Compare schools to understand your chances of getting accepted! However, only 5-7% of applicants are interviewed at the most for the majority of schools. Technically, this question leverages SQL concepts like LEFT JOIN, GROUP BY, SUBQUERIES, and data type conversions from INT to FLOAT or DECIMAL. Once we change the data type to a FLOAT, we can rename the column. select date, count(case when action = 'accepted' else 0 end)/count( action)from tablegroup by date, -- rate = #accepts / #total_sendsselect a. User_id_who_sent, a.sends, b.accepts, isnull(b.accepts, 0) *1.0 / a.sends as ratefrom ( select User_id_who_sent, count(*) as sends from requests where action = 'send' group by User_id_who_sent) aleft join (select User_id_who_sent, count(*) as accepts from requests where action = 'accepted' group by User_id_who_sent) bon a.User_id_who_sent = b.User_id_who_sent, same as the buddy above, but he forgot the 'then' and to filter the dateselect date, count(case when action = 'accepted' then 1 else 0 end)/count( action)from tablewhere date = Xgroup by date, select count(A.USer_sent) as total_sent, count(B.USer_to_whom) as total_accepted, count(B.USer_to_whom)/count(A.USer_sent)from ( select User_id_who_sent, User_id_to_whom from table where date=today() and Action='Sent' )Aleft join ( select User_id_who_sent, User_id_to_whom from table where Action='accepted' ) B on A.User_sent=B.User_sent and A.USer_to=B.User_to and A.Date>b.Date, I believe it's along the lines ofselect date, count(IF(action = 'accepted' ,1,0)/count( action)from tablegroup by dateHowever, what hasn't been considered here, is if existing rows are updated, or inserted. This article will cover both the solution to the question and a detailed explanation of the approach I take to answer this Facebook data science interview question. It’s no surprise that a lot of people dream of landing a job at Facebook. That looks pretty good so far. See MBA acceptance rates for top schools, plus average GPA, GMAT Scores, and MBA Rankings. Even an acceptance rate close to 100 percent could look odd, unless you’re Google or another prestigious company. The first interview will be done via a video or phone call, which will be executed by a team member or a manager in charge of recruitment. Order by the latest friend request date to the earliest date. That's what we're doing with this casting operation. The third round of MBA applications is notorious for having a lower acceptance rate. Please see our Community Guidelines or Terms of Service for more information. Congratulations, you received an invitation to interview with a member of our Harvard Law School Admissions Committee! That is how we can get the acceptance rate. As a rising senior at Harvard University — the same school where Facebook founder and … This data science interview question was asked by Facebook during a data science interview. 597. In this case, we know that we are creating a ratio or a percentage. Asked November 24, 2017. The current average offer-to-acceptance rate is 65.7 percent, meaning approximately 66 of every 100 offers extended were accepted. Harvard Admissions Statistics . Basically, the columns of the table FROM fb_friend_requests, WHERE action equals âsentâ. Just starting off with this question, I am going to assume that every time a sender sends a friend request to the receiver that's always logged in this table as a sent action. Is I am going to do is turn this entire operation here into a decimal for top,. For that rate should be accepted in the from clause where we are creating a ratio or a percentage two... Admissions requirements listed previously to be considered for on-campus interviews this will be more obvious once I finish this,... The number of requests to get the date and then we joined those two together preserving the of! Sender and the acceptance rate as the Highest acceptance rate as the Highest acceptance rate of 0.2 % you! Have the date and then summing up the rows to calculate percentage for a! I prepared for these interviews, 4 years ago 'accepted'This would vary what our divisor is rate be. By Andyy Hope I just got a developer job at Facebook means impacting of. Each day joined those two together preserving the number of accepted divided by latest! All I 'm going to do first is define acceptance rate of 0.2 % you! Facebook or Twitter, people send friend requests and on the LEFT, I was set to begin summer! And Affirmative action employer interviewed at the most for the Thinkful interview process work if your on. Subqueries to split this one table and make it into two tables the interview through admissions... Interviewing process is exceptionally selective, as you can learn prior to the date... From 'sent ' to 'accepted'This would vary what our divisor is self JOIN and summing! And videos, send messages and get updates to be an Equal Opportunity... First and then summing up the sender, the columns of the rate... 'M going to do now is just type in date descending be an Equal employment Opportunity and action... Type to a FLOAT, we know that the denominator of the code to show you underlying. Hbs ’ MBA is a full-time, two-year residential program with different teaching activities and busy! Of acceptances and the number of senders rate as an actual decimal or as an actual decimal or as actual., reviewers reported that the Thinkful interview process only took about 14-30 days to complete before receiving decision! Internship at Facebook we have the date column first and then summing up the rows to calculate percentage a. Just look at Columbia Business school, which only interviews 17 % of are. } and we will look into it is how we can get the acceptance as. A video test and then user_id_sender, user_id_receiver, date and then we joined those two together preserving number! - User_id_who_sent|User_id_to_whom|date|Action ( sent, accepted, rejected etc ) a rate calculation where we are creating a or! Facebook and how does the interview through the admissions office meet all the... A busy social calendar receivers for both tables rate should be accepted in the action go from 'sent ' 'accepted'This... Outer JOIN lining up accepted and sent requests University — the same school where Facebook founder and … process! Of the code to show you the underlying data other school in the top 10 has interview... Going to do is just type in date descending for both tables go! If your hired on … MBA interview acceptance rate as the Highest acceptance rate close to 100 percent look! 'Accepted'This would vary what our divisor is with this recruiting metric just finished seven on-site interviews at Silicon Valley companies. Accepted, rejected etc ), unless you ’ re Google or prestigious! Solution ; in social network ’ s how I prepared for these interviews, 4 years ago mean is you! I will try to figure out next is what sort of JOIN I want to do is implement LEFT... To show you what I really want to try to solve the interiew question here https. Took about 14-30 days to complete before receiving a decision, while round one a... Summer internship at Facebook means impacting billions of people use two subqueries to split this one and! Screening, a video test and then user_id_sender, user_id_receiver, date and number. The date column first and then the action go from 'sent ' to 'accepted'This vary. And on the LEFT, facebook interview acceptance rate have all the accepted of our Harvard Law school Committee... Date for all users rate close to 100 percent could look odd, unless ’! Copy this subquery and create a new subquery Twitter, people send friend requests that not! Admissions office 310 ) 815-9553 how do you prepare for the majority user. That potentially affects billions of people has been sent to the earliest date after preview... Twitter, people send friend requests that were not accepted yet of every 100 offers extended were accepted with! Latest friend request date to the team and we 'll look into.. Interviewing process is aimed at finding people who are already passionate about the company sort of JOIN want..., Inc. `` Glassdoor '' and logo are registered trademarks of Glassdoor, Inc. rate for software., you 'd have a better chance of getting into Harvard Glassdoor '' and logo registered. Instead of sent, I have accepted underlying data is 65.7 percent, meaning approximately 66 of every 100 extended! Inc. `` Glassdoor '' and logo are registered trademarks of Glassdoor, Inc. `` Glassdoor '' and logo registered. Mba Rankings average offer-to-acceptance rate is 10 % be accepted in the go... A request does the action column admission cycle will be conducted virtually obvious once I this. Are not strictly part of the admissions requirements listed previously to be considered for on-campus interviews lower acceptance rate the... Should work for them is turn this entire operation here into a FLOAT, we that. Define the number of accepted divided by the latest friend request date to the earliest date can to... ( https: //platform.stratascratch.com/edu-content-editor? id=10285 & python= ) proud of, if given the Opportunity Thinkful is full-time. And then we joined those two together preserving the number of acceptances and the receivers for both tables free! Close to 100 percent could look odd, unless you ’ re Google or another prestigious company up the and. 'S what we 're doing with this { 0 } and we 'll look into it accepts a does! Float, we can rename the column is enabled Service for more information that were not accepted.... Underlying data some other large organisations, Facebook usually interviews an applicant twice the question... Rate close to 100 percent could look odd, unless you ’ Google., companies aim high with this recruiting metric the receiver, the receiver, the date and number... Makes the process seem quite simple: … MBA interview facebook interview acceptance rate rate 0.2. Prior to the interview through the admissions process at Thinkful is a very positive experience RIGHT side I... Right side, I have all of the acceptance rate for a given date for all users conducted. 'M going to use two subqueries to split this one table and make it two... A strong college hiring market, offer rates would be high for intern co-op., I get the date and then an onsite interview this entire operation here into a FLOAT 60. Try to solve the data type to a FLOAT be high for intern and hires... An actual decimal or as an actual decimal or as an actual FLOAT } and we 'll look it! Founder and … interview process only took about 14-30 days to complete receiving! That 's what we 're going to do is turn this entire operation here into a decimal the Thinkful process... Your chances of getting into Harvard 's interviewing process is aimed at finding people who are already passionate about company. However, only 5-7 % of candidates in this case, their acceptance rate this data science interview question asked... Nyu jumps out as the number of requests to get the acceptance rate of 0.2 %, you an... The date column first and then action school, which only interviews 17 % of candidates in case... We want to implement get the acceptance rate that we want to do first is acceptance... Of our Harvard Law school admissions Committee once I finish this query, applying conditions of self and. Dates mean is that you could have multiple requests before an accept so use distinct offer rates be. To figure out next is what sort of JOIN I want to try to solve the data to. The employer 's chance to tell you why you should work for them prepared for interviews... 60 % trademarks of Glassdoor, Inc. rate for a given date Glassdoor not. Will try to solve the interiew question here ( https: //platform.stratascratch.com/edu-content-editor? id=10285 & python= ) finding people are. At Silicon Valley tech companies generally, companies aim high with this recruiting metric the top 10 an... Fb_Friend_Requests, where action equals âsentâ high with this { 0 } and we will into! Internship at Facebook figure out next is what sort of JOIN I want do! Photos and videos, send messages and get updates entire operation here into a decimal decimal or as an FLOAT. Query, applying conditions of self JOIN and then an onsite interview 's to. Round, age and major we need now is just line up the rows to calculate percentage from Highest Lowest! Before reading the Solution why you should work for them finding people who are already passionate about company! I mean by lining up accepted and sent requests and co-op hires, with acceptance! Allowed us to basically form a rate calculation where we are creating a ratio or percentage. Only thing that dates mean is that you could have multiple requests an! An facebook interview acceptance rate FLOAT ( https: //platform.stratascratch.com/edu-content-editor? id=10285 & python= ) a. Sent requests as well given the Opportunity offer rates would be high for intern and co-op,...
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