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Data frames in pandas are two-dimensional, size-mutable, and potentially heterogeneous tabular data structures with labeled axes (rows and columns).
Data frames are like spreadsheets or SQL tables with rows and columns.
They can hold different types of data in each column.
Data frames can be created from dictionaries, lists, or other data structures.
Operations like filtering, merging, and grouping can be performed on...
List is mutable, tuple is immutable in Python.
List can be modified after creation, tuple cannot.
List uses square brackets [], tuple uses parentheses ().
List is used for collections of items that may change, tuple for fixed collections.
Example: list - [1, 2, 3], tuple - (1, 2, 3)
EMIR and SFTR are both regulatory frameworks for financial transactions, but they have different scopes and requirements.
EMIR (European Market Infrastructure Regulation) focuses on OTC derivatives reporting and clearing obligations.
SFTR (Securities Financing Transaction Regulation) focuses on reporting securities financing transactions, such as repurchase agreements and securities lending.
EMIR covers a wider range...
Case study of a successful coffee shop in my area
The coffee shop is located in a busy commercial area with high foot traffic
They offer a wide variety of coffee options, including specialty brews and seasonal flavors
The shop has a cozy and inviting atmosphere with comfortable seating and free Wi-Fi
They have a loyalty program to encourage repeat customers
The coffee shop actively engages with the local community thro...
What people are saying about HSBC Group
I align with HSBC's values of integrity, excellence, and sustainability.
I prioritize integrity in all my work, ensuring transparency and honesty.
I strive for excellence by continuously improving my skills and delivering high-quality results.
I am committed to sustainability, supporting initiatives that promote environmental and social responsibility.
For example, I actively participated in a company-wide sustainabil...
To find the latest transaction of a person in a month, analyze transaction data by date and filter for the specific individual.
Identify the person by their unique identifier (e.g., user ID).
Filter transactions within the specified month using date range.
Sort the filtered transactions by date in descending order.
Select the first transaction from the sorted list as the latest one.
Example: If transactions are on 2023...
Top 5 customers of HSBC can be found by analyzing transaction history and account balances.
Analyze transaction history of all HSBC customers worldwide
Identify customers with highest transaction volumes and account balances
Rank customers based on transaction volumes and account balances
Select top 5 customers based on ranking
Consider other factors such as creditworthiness and profitability
Use online maps or directories to find the number of petrol pumps in the city.
Search for petrol pumps on online maps like Google Maps or MapQuest.
Use online directories like Yelp or Yellow Pages to find petrol pumps in the city.
Check with local authorities or city websites for a list of petrol pumps in the area.
Ask locals or taxi drivers for recommendations on petrol pumps in the city.
The average number of people coming to the airport daily can be calculated by taking the total number of people arriving and departing and dividing it by two.
Collect data on the number of arrivals and departures for a given period, such as a week or a month.
Add the number of arrivals and departures together to get the total number of people coming to the airport.
Divide the total number by the number of days in the...
Risk refers to the potential for loss or harm. Types include market risk, credit risk, operational risk, and more.
Risk is the potential for loss or harm that may arise from various factors.
Types of risk include market risk (fluctuations in market prices), credit risk (default by borrowers), operational risk (internal processes and systems), and more.
Risk can also be categorized as systematic risk (affecting the en...
I stay current with ESG trends through continuous learning, networking, and following industry leaders and publications.
Subscribe to leading ESG publications like 'Sustainability Accounting Standards Board' and 'Global Reporting Initiative'.
Attend webinars and conferences focused on ESG topics, such as the annual 'Sustainable Investment Forum'.
Engage with professional networks and forums, like LinkedIn groups dedicated...
My greatest strengths include analytical thinking, attention to detail, and effective communication, which drive successful outcomes.
Analytical Thinking: I excel at breaking down complex data sets to identify trends and insights, as demonstrated in my previous role where I improved reporting accuracy by 30%.
Attention to Detail: I have a keen eye for detail, ensuring that all analyses are thorough and error-free, which ...
I applied via Campus Placement and was interviewed in May 2024.Β There was 1 interview round.
Data frames in pandas are two-dimensional, size-mutable, and potentially heterogeneous tabular data structures with labeled axes (rows and columns).
Data frames are like spreadsheets or SQL tables with rows and columns.
They can hold different types of data in each column.
Data frames can be created from dictionaries, lists, or other data structures.
Operations like filtering, merging, and grouping can be performed on data...
I applied via LinkedIn and was interviewed in Mar 2024.Β There were 4 interview rounds.
Online Assignment - 90questions on behaviour
Case study on credit analysis
Experienced analyst with expertise in data analysis, financial modeling, and market research.
Bachelor's degree in Economics from XYZ University
3 years of experience in financial analysis at ABC Company
Proficient in Excel, SQL, and Tableau for data analysis
Led a team to develop a forecasting model that increased revenue by 10%
Case study of a successful coffee shop in my area
The coffee shop is located in a busy commercial area with high foot traffic
They offer a wide variety of coffee options, including specialty brews and seasonal flavors
The shop has a cozy and inviting atmosphere with comfortable seating and free Wi-Fi
They have a loyalty program to encourage repeat customers
The coffee shop actively engages with the local community through e...
I applied via Approached by Company and was interviewed before May 2023.Β There was 1 interview round.
Risk refers to the potential for loss or harm. Types include market risk, credit risk, operational risk, and more.
Risk is the potential for loss or harm that may arise from various factors.
Types of risk include market risk (fluctuations in market prices), credit risk (default by borrowers), operational risk (internal processes and systems), and more.
Risk can also be categorized as systematic risk (affecting the entire ...
Option geeks are individuals who have a deep understanding and interest in options trading and the financial markets.
Option geeks are highly knowledgeable about options contracts, strategies, and pricing models.
They often analyze market trends, volatility, and risk management techniques to make informed trading decisions.
Examples of option geeks include professional traders, financial analysts, and individuals who acti...
EMIR and SFTR are both regulatory frameworks for financial transactions, but they have different scopes and requirements.
EMIR (European Market Infrastructure Regulation) focuses on OTC derivatives reporting and clearing obligations.
SFTR (Securities Financing Transaction Regulation) focuses on reporting securities financing transactions, such as repurchase agreements and securities lending.
EMIR covers a wider range of f...
I applied via Campus Placement and was interviewed before May 2023.Β There were 2 interview rounds.
Check basic arithmetic and verbal ability
Asked to prepare financial model
I applied via Naukri.com and was interviewed in Sep 2021.Β There were 3 interview rounds.
To find the latest transaction of a person in a month, analyze transaction data by date and filter for the specific individual.
Identify the person by their unique identifier (e.g., user ID).
Filter transactions within the specified month using date range.
Sort the filtered transactions by date in descending order.
Select the first transaction from the sorted list as the latest one.
Example: If transactions are on 2023-10-0...
I applied via Referral and was interviewed before Dec 2022.Β There were 3 interview rounds.
Psychometric test with behavioural analysis
based on 17 interview experiences
Difficulty level
Duration
based on 155 reviews
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