The yield on 30 Year TIPS Yield rose to 2.58% on July 3, 2025, marking a 0.03 percentage point increase from the previous session. Over the past month, the yield has fallen by 0.03 points, though it remains 0.33 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. This dataset includes a chart with historical data for the United States 30 Year TIPS Yield.

Graph and download economic data for 30-Year 0.250% Treasury Inflation-Indexed Bond, Due 02/15/2050 (DTP30F50) from 2020-02-25 to 2025-07-11 about TIPS, 30-year, bonds, Treasury, interest rate, interest, rate, and USA.

Analysis of ‘seaborn_tips_dataset’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/ranjeetjain3/seaborn-tips-dataset on 30 September 2021.

--- No further description of dataset provided by original source ---

--- Original source retains full ownership of the source dataset ---

Graph and download economic data for 30-Year 1-3/8% Treasury Inflation-Indexed Note, Due 2/15/2044 (DTP30F44) from 2014-04-10 to 2025-07-11 about fees, notes, TIPS, 30-year, 10-year, Treasury, and USA.

H.15 Statistical Release notes (https://www.federalreserve.gov/releases/h15/default.htm) and the Treasury Yield Curve Methodology (https://home.treasury.gov/policy-issues/financing-the-government/interest-rate-statistics/treasury-yield-curve-methodology).

For questions on the data, please contact the data source (https://www.federalreserve.gov/apps/ContactUs/feedback.aspx?refurl=/releases/h15/%). For questions on FRED functionality, please contact us here (https://fred.stlouisfed.org/contactus/).

Graph and download economic data for 30-Year 0.875% Treasury Inflation-Indexed Bond, Due 2/15/2047 (DTP30F47) from 2018-02-20 to 2025-07-11 about TIPS, 30-year, bonds, Treasury, interest rate, interest, real, rate, and USA.

The yield on 10 Year TIPS Yield eased to 1.98% on July 10, 2025, marking a 0 percentage point decrease from the previous session. Over the past month, the yield has fallen by 0.14 points, though it remains 0.04 points higher than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. This dataset includes a chart with historical data for the United States 10 Year TIPS Yield.

Graph and download economic data for Market Yield on U.S. Treasury Securities at 30-Year Constant Maturity, Quoted on an Investment Basis, Inflation-Indexed (WFII30) from 2010-02-26 to 2025-07-04 about TIPS, 30-year, maturity, securities, Treasury, interest rate, interest, real, rate, and USA.

Vicki Crompton provides 30 tips in 30 minutes on how to use the Statistics Canada website effectively. This is an amazing feat!

If you’re a data scientist looking to get ahead in the ever-changing world of data science, you know that job interviews are a crucial part of your career. But getting a job as a data scientist is not just about being tech-savvy, it’s also about having the right skillset, being able to solve problems, and having good communication skills. With competition heating up, it’s important to stand out and make a good impression on potential employers.

Data Science has become an essential part of the contemporary business environment, enabling decision-making in a variety of industries. Consequently, organizations are increasingly looking for individuals who can utilize the power of data to generate new ideas and expand their operations. However these roles come with a high level of expectation, requiring applicants to possess a comprehensive knowledge of data analytics and machine learning, as well as the capacity to turn their discoveries into practical solutions.

With so many job seekers out there, it’s super important to be prepared and confident for your interview as a data scientist.

Here are 30 tips to help you get the most out of your interview and land the job you want. No matter if you’re just starting out or have been in the field for a while, these tips will help you make the most of your interview and set you up for success.

Technical Preparation

Qualifying for a job as a data scientist needs a comprehensive level of technical preparation. Job seekers are often required to demonstrate their technical skills in order to show their ability to effectively fulfill the duties of the role. Here are a selection of key tips for technical proficiency:

1 Master the Basics

Make sure you have a good understanding of statistics, math, and programming languages such as Python and R.

2 Understand Machine Learning

Gain an in-depth understanding of commonly used machine learning techniques, including linear regression and decision trees, as well as neural networks.

3 Data Manipulation

Make sure you're good with data tools like Pandas and Matplotlib, as well as data visualization tools like Seaborn.

4 SQL Skills

Gain proficiency in the use of SQL language to extract and process data from databases.

5 Feature Engineering

Understand and know the importance of feature engineering and how to create meaningful features from raw data.

6 Model Evaluation

Learn to assess and compare machine learning models using metrics like accuracy, precision, recall, and F1-score.

7 Big Data Technologies

If the job requires it, become familiar with big data technologies like Hadoop and Spark.

8 Coding Challenges

Practice coding challenges related to data manipulation and machine learning on platforms like LeetCode and Kaggle.

Portfolio and Projects

9 Build a Portfolio

Develop a portfolio of your data science projects that outlines your methodology, the resources you have employed, and the results achieved.

10 Kaggle Competitions

Participate in Kaggle competitions to gain real-world experience and showcase your problem-solving skills.

11 Open Source Contributions

Contribute to open-source data science projects to demonstrate your collaboration and coding abilities.

12 GitHub Profile

Maintain a well-organized GitHub profile with clean code and clear project documentation.

Domain Knowledge

13 Understand the Industry

Research the industry you’re applying to and understand its specific data challenges and opportunities.

14 Company Research

Study the company you’re interviewing with to tailor your responses and show your genuine interest.

Soft Skills

15 Communication

Practice explaining complex concepts in simple terms. Data Scientists often need to communicate findings to non-technical stakeholders.

16 Problem-Solving

Focus on your problem-solving abilities and how you approach complex challenges.

17 Adaptability

Highlight your ability to adapt to new technologies and techniques as the field of data science evolves.

Interview Etiquette

18 Professional Appearance

Dress and present yourself in a professional manner, whether the interview is in person or remote.

19 Punctuality

Be on time for the interview, whether it’s virtual or in person.

20 Body Language

Maintain good posture and eye contact during the interview. Smile and exhibit confidence.

21 Active Listening

Pay close attention to the interviewer's questions and answer them directly.

Behavioral Questions

22 STAR Method

Use the STAR (Situation, Task, Action, Result) method to structure your responses to behavioral questions.

23 Conflict Resolution

Be prepared to discuss how you have handled conflicts or challenging situations in previous roles.

24 Teamwork

Highlight instances where you’ve worked effectively in cross-functional teams...

The yield on 5 Year TIPS Yield rose to 1.51% on July 10, 2025, marking a 0.01 percentage point increase from the previous session. Over the past month, the yield has fallen by 0.20 points and is 0.44 points lower than a year ago, according to over-the-counter interbank yield quotes for this government bond maturity. This dataset includes a chart with historical data for the United States 5 Year TIPS Yield.

Graph and download economic data for 30-Year 0-3/4% Treasury Inflation-Indexed Bond, Due 2/15/2045 (DTP30F45) from 2015-03-05 to 2025-07-11 about fees, TIPS, 30-year, bonds, Treasury, and USA.

The Transportation Improvement Program (TIP) is a staged program encompassing a five-year period consisting of all regionally significant transportation improvements to all modes of travel in Palm Beach County. TIP projects include projects from FDOT, regional and local municipalities. The TIP is based on and reflects the Florida Department of Transportation (FDOT) Work Program for Palm Beach County.

United States PDS: Financing: TIPS: Securities In: Reverse Repurchase Agreements: Triparty (excl GCF): Sponsored General Collateral: Overnight and Continuing data was reported at 0.000 USD mn in 30 Apr 2025. This stayed constant from the previous number of 0.000 USD mn for 23 Apr 2025. United States PDS: Financing: TIPS: Securities In: Reverse Repurchase Agreements: Triparty (excl GCF): Sponsored General Collateral: Overnight and Continuing data is updated weekly, averaging 0.000 USD mn from Jul 2024 (Median) to 30 Apr 2025, with 44 observations. The data reached an all-time high of 0.000 USD mn in 30 Apr 2025 and a record low of 0.000 USD mn in 30 Apr 2025. United States PDS: Financing: TIPS: Securities In: Reverse Repurchase Agreements: Triparty (excl GCF): Sponsored General Collateral: Overnight and Continuing data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.Z042: Primary Dealer Statistics: Financing.

Analysis of ‘A Waiter's Tips’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/jsphyg/tipping on 30 September 2021.

--- Dataset description provided by original source is as follows ---

Context

One waiter recorded information about each tip he received over a period of a few months working in one restaurant. In all he recorded 244 tips.

Can you predict the tip amount?

Acknowledgements

The data was reported in a collection of case studies for business statistics.

Bryant, P. G. and Smith, M (1995) Practical Data Analysis: Case Studies in Business Statistics. Homewood, IL: Richard D. Irwin Publishing

The dataset is also available through the Python package Seaborn.

--- Original source retains full ownership of the source dataset ---

Graph and download economic data for 30-1/2-Year 3-3/8% Treasury Inflation-Indexed Bond, Due 4/15/2032 (DTP3HA32) from 2001-10-15 to 2025-07-11 about TIPS, bonds, Treasury, interest rate, interest, real, rate, and USA.

United States PDS: Financing: TIPS: Securities Out: Repurchase Agreements: Cleared Bilateral: Sponsored: Term Agreements: <30 Days data was reported at 777.000 USD mn in 30 Apr 2025. This records an increase from the previous number of -30.000 USD mn for 23 Apr 2025. United States PDS: Financing: TIPS: Securities Out: Repurchase Agreements: Cleared Bilateral: Sponsored: Term Agreements: <30 Days data is updated weekly, averaging -30.000 USD mn from Jan 2022 (Median) to 30 Apr 2025, with 174 observations. The data reached an all-time high of 2.892 USD bn in 25 Dec 2024 and a record low of -30.000 USD mn in 23 Apr 2025. United States PDS: Financing: TIPS: Securities Out: Repurchase Agreements: Cleared Bilateral: Sponsored: Term Agreements: <30 Days data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.Z042: Primary Dealer Statistics: Financing.

The Transportation Improvement Program (TIP) is the regionally agreed-upon list of priority transportation projects, as required by federal law (ISTEA, TEA-21, SAFETEA LU, MAP-21, the FAST Act, and the new Infrastructure Investment and Jobs Act/Bipartisan Infrastructure law (IIJA/BIL)). The TIP document must list all projects that intend to use federal funds, along with all non-federally funded projects that are regionally significant. It also includes all other State funded capital projects. The projects are multi-modal; that is, they include bicycle, pedestrian, ITS, and freight related projects, as well as the more traditional highway and public transit projects. The DVRPC FY2025 TIP for PA (FY25-FY28) was adopted by the DVRPC Board on July 25, 2024, and is in effect from October 1, 2024 to September 30, 2026. This important document catalogs the latest program of transportation projects for the Pennsylvania counties in the bi-state region. Please note that not all TIP projects are able to be mapped.

These rates are commonly referred to as "Real Constant Maturity Treasury" rates, or R-CMTs. Real yields on Treasury Inflation Protected Securities (TIPS) at "constant maturity" are interpolated by the U.S. Treasury from Treasury's daily real yield curve. These real market yields are calculated from composites of secondary market quotations obtained by the Federal Reserve Bank of New York. The real yield values are read from the real yield curve at fixed maturities, currently 5, 7, 10, 20, and 30 years. This method provides a real yield for a 10 year maturity, for example, even if no outstanding security has exactly 10 years remaining to maturity. Dataset updated daily every weekday.

Belgium Exports of plates, sticks, tips and the like for tools unmounted to Gabon was US$30 during 2023, according to the United Nations COMTRADE database on international trade. Belgium Exports of plates, sticks, tips and the like for tools unmounted to Gabon - data, historical chart and statistics - was last updated on June of 2025.