Aman Kharwal
@amankk_9
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I write stories behind the data📈 Founder @ Sharing Data Science tips & resources to prepare you for the real world 📈
New Delhi, India
Joined November 2015
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Pinned Tweet
Step-by-Step Guide to Learn All
#MachineLearning
Algorithms:
1. Start with Regression Algorithms:
- Linear Regression
- Polynomial Regression
- Ridge and Lasso Regression
- Elastic Net Regression
2. Then move to Linear Classification Algorithms:
- Logistic Regression
- Linear
4
130
467
190 Python Projects with Source Code: solved and explained
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
129
1K
5K
190 Python Projects with Source Code: solved and explained for free
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
88
982
3K
190 Python Projects with Source Code: solved and explained for free
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
55
785
2K
190 Python Projects with Source Code: solved and explained
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
77
743
2K
120 Data Science Projects solved & explained with Python
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
53
624
2K
35+ Data Analysis Projects with Python: solved and explained
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
36
423
1K
40 Amazing Data Analysis Projects with Python: solved and explained
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
30
399
1K
185 Python Projects with Source Code: solved and explained for free
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
23
393
1K
#DataAnalysis
Project Ideas for your Resume:
1. Supply Chain Analysis ()
2. Demand & Supply Analysis ()
3. Stock Market Analysis ()
4. Smartwatch Data Analysis ()
#DataScience
#Data
15
347
1K
35+ Data Analysis Projects with Python
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
12
297
755
104 Data Science Projects solved & explained with Python
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
16
288
763
Here are some of the best
#DataScience
project ideas on Finance you should try:
1. Quantitative Analysis of Stock Market (An Example: )
2. Anomaly Detection in Transactions (An Example: )
3. Dynamic Pricing Strategy (An Example:
3
152
642
A list of 145 Data Science Projects solved & explained with Python
Link:
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
10
229
623
#MachineLearning
is nothing but the use of data and algorithms to build intelligent systems.
If you are new to Machine Learning, here are some Machine Learning projects with Python you should try.
Link:
#Data
#DataScience
#machinelearning
#python
8
186
610
Here's a list of 185+
#DataScience
projects solved and explained using
#Python
Includes projects like:
1. Music Recommendation System using Spotify API
2. Delhi Metro Network Analysis
3. Quantitative Analysis of Stock Market
4. End to End Predictive Model
5. Build An Analytics
8
199
623
One of the best ways to learn Python is by working on projects.
Here's a list of Python projects for beginners solved and explained for free:
Link:
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
9
191
586
15+ Python Practice Questions for Coding Interviews
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
12
158
518
100 Data Science Projects for Beginners solved & explained with Python
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
11
226
516
Data Analysis Project Ideas for Resume:
Supply Chain Analysis:
RFM Analysis:
Stock Market Analysis:
Lifetime Value Analysis:
#Data
#DataScience
#dataanalysis
#DataAnalytics
10
181
528
Here's a list of 75
#DataAnalytics
Projects based on real-time business problems solved and explained using
#Python
. Includes projects like:
Food Delivery Cost & Profitability Analysis
Delhi Metro Network Analysis
Quantitative Analysis of Stock Market
Analytics Dashboard
Cohort
2
167
514
As a beginner in
#DataScience
, it’s hard to understand all the concepts you learn without implementing them.
So, here's a list of 175+ Data Science projects with
#Python
based on real-time business problems that you should try.
Link:
5
136
495
Here's a list of 190+
#DataScience
projects solved and explained using
#Python
Includes projects like:
1. Music Recommendation System using Spotify API
2. Fashion Recommendation System using Image Features
3. User Profiling & Segmentation
4. Food Delivery Cost and
4
113
495
50
#DataAnalysis
Projects with
#Python
solved and explained for free
#DataScience
#DataAnalytics
#Python
13
178
466
If you are looking to improve your
#DataScience
skills, this is for you. Here's a list of 200+ Data Science projects based on real-time business problems, solved & explained with
#Python
. Includes projects like:
1. Stock Market Portfolio Optimization
2. Election Ad Spending
7
143
476
Here's a list of 50+
#MachineLearning
projects solved & explained using
#Python
you should try to improve your skills in working with data and algorithms.
Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Google Search Queries
2
146
471
Here's a list of 190+
#DataScience
projects solved and explained with
#Python
you should try!
Includes projects like:
1. Electric Vehicles Market Size Analysis
2. Music Recommendation System using Spotify API
3. Fashion Recommendation System using Image Features
4. User
3
137
468
If you are looking to improve your
#DataAnalytics
skills, this is for you. Here's a list of 80 Data Analysis projects based on real-time business problems, solved and explained using
#Python
. Includes projects like:
1. Electric Vehicles Market Size Analysis
2. Food Delivery Cost
10
159
453
#datascience
Project Ideas on
#logistics
:
1. Delivery Time Prediction (Dataset: )
2. Demand & Supply Analysis ()
3. Quarterly Sales Prediction ()
4. Supply Chain Analysis ()
9
165
440
Master
#MachineLearning
. Here's a list of 60 Machine Learning projects with
#Python
you should try. Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Classification on Imbalanced Data
Google Search Queries Anomaly Detection
12
141
443
140 Python Projects with Source Code: solved and explained for free
#python
#programming
#coding
#java
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#ballpython
#pythonprogramming
#computerscience
#datascience
11
228
407
#SQL
Interview Question for
#DataScience
:
A company has provided sales data containing information about customer purchases, as shown in the table below.
Your task is to:
Calculate Total Revenue
Calculate Total Sales by Product
Find Top Customers by Revenue
Learn to solve it
6
82
429
If you are looking to improve your
#DataAnalytics
skills, this is for you. Here's a list of 80+ Data Analysis projects based on real-time business problems, solved and explained using
#Python
. Includes projects like:
1. Stock Market Portfolio Optimization
2. YouTube Data
4
131
427
170 Python Projects with Source Code: solved and explained for free
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#AI
2
215
387
If you are looking to improve your
#DataScience
skills, this is for you. Here's a list of 200+ Data Science projects based on real-time business problems, solved & explained with
#Python
. Includes projects like:
1. Electric Vehicles Market Size Analysis
2. Music Recommendation
5
112
405
#DataScience
project ideas on Finance to boost your resume:
1. Stock Market Portfolio Optimization (An Example: )
2. Cost & Profitability Analysis (An Example: )
3. Quantitative Analysis (An Example: )
4.
1
147
400
25 Data Analysis projects with Python solved and explained
#dataanalytics
#datascience
#data
#machinelearning
#datavisualization
#bigdata
#artificialintelligence
#datascientist
#python
#analytics
#ai
#dataanalysis
#deeplearning
#technology
#programming
1
113
367
Here's a list of 20 Python practice questions for coding interviews with solutions
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
#Python
12
108
356
50+ Data Analysis Projects solved & explained using Python
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
5
117
367
Master
#MachineLearning
. Here's a list of 60+ Machine Learning projects with
#Python
you should try. Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Classification on Imbalanced Data
Google Search Queries Anomaly Detection
2
93
363
Data Science Interview Question: How to choose between Mean, Median, and Mode to fill in missing values?
#DataScience
#MachineLearning
4
99
343
95 Data Science Projects for beginners solved & explained with Python
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
5
137
325
If you are not good at
#Python
programming this is for you.
Here’s a list of 190+ Python projects from beginners to advanced level that will help you improve your programming skills in Python!
1
104
324
Data Cleaning methods you should know for
#DataScience
:
1. Removing Duplicates
2. Handling Missing Values
3. Dealing with Outliers
4. Converting Data Types
5. Handling Categorical Data
6. Dealing with Inconsistent Data
Learn to implement these methods using Python:
4
88
325
Here's a list of 50+
#MachineLearning
projects solved & explained using
#Python
you should try to improve your skills in working with data and algorithms.
Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Google Search Queries
4
135
318
Here are some Advanced
#SQL
Queries you should know for
#DataAnalytics
1. Window Functions
2. Common Table Expressions (CTEs)
3. Recursive CTEs
4. PIVOT Queries
5. Dynamic SQL
6. MERGE Statement
Learn how to implement all these queries:
1
78
320
If you are a complete beginner in
#MachineLearning
, work on projects where you can explore and understand the fundamentals.
Here’s a list of Machine Learning projects for absolute beginners you should try!
1
88
322
125 Data Science Projects solved & explained with Python
#Data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
9
155
294
If you are looking to improve your
#DataAnalytics
skills, this is for you. Here's a list of 80 Data Analysis projects based on real-time business problems, solved and explained using
#Python
. Includes projects like:
1. YouTube Data Collection and Analysis
2. Elections Ad
4
85
313
Step-by-Step Guide to Learn All
#MachineLearning
Algorithms:
1. Start with Regression Algorithms:
- Linear Regression
- Polynomial Regression
- Ridge and Lasso Regression
- Elastic Net Regression
2. Then move to Linear Classification Algorithms:
- Logistic Regression
- Linear
4
92
284
Here are some amazing
#MachineLearning
project ideas based on real-time problems you should try:
1. Fashion Recommendation System using Image Features (An Example: )
2. Dynamic Pricing Strategy (An Example: )
3. Next Word
1
91
274
Here's a list of 50+
#MachineLearning
projects solved & explained using
#Python
you should try to improve your skills in working with data and algorithms. Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Classification on
3
78
266
Here's a list of 30+ Advanced
#DataScience
projects to boost your resume:
Data Analytics & Data Manipulation:
1. IPL 2024 RCB vs DC Analysis
2. Metro Operations Optimization
ML and Statistical Modelling:
1. Music Recommendation System
2. Dynamic Pricing Strategy
Deep Learning
4
64
257
If you are looking to improve your
#DataScience
skills, this is for you. Here's a list of 200+ Data Science projects based on real-time business problems, solved & explained with
#Python
. Includes projects like:
1. IPL 2024 RCB vs DC Analysis
2. Metro Operations Optimization
3.
4
78
254
Here are some of the best
#dataengineering
Project ideas you should try:
Data Preprocessing Pipeline:
Data ETL Pipeline:
Data Integration (
Data Quality Analysis:
#DataScience
3
94
242
30 Amazing Data Analysis Projects with Python: solved and explained
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
2
108
223
86 Machine Learning Algorithms & Models Explained with Python
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#AI
3
101
227
255+ Machine Learning Projects Solved & Explained using Python programming language
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#AI
3
206
223
Here are some of the best
#SQL
Project Ideas for
#DataScience
you should try:
1. Customer Lifetime Value Analysis
2. RFM Analysis
Learn to solve both these problems using SQL here:
3
60
239
#DataScience
project ideas to boost your resume:
1. Metro Operations Optimization (An Example: )
2. Cost and Profitability Analysis (An Example: )
3. Dynamic Pricing Strategy (An Example: )
4. User Profiling
0
58
240
Here's a list of 50+
#MachineLearning
projects solved & explained using
#Python
you should try to improve your skills in working with data and algorithms. Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Google Search
4
80
232
#MachineLearning
is nothing but the use of data and algorithms to build intelligent systems.
If you are new to Machine Learning, here are some Machine Learning projects with Python you should try.
Link:
#Data
#DataScience
#machinelearning
#python
1
68
227
Here are some
#DataAnalytics
project ideas to boost your resume:
1. Food Delivery Cost & Profitability Analysis (An example: )
2. Electric Vehicles Market Size Analysis (An example: )
3. Metro Network Analysis (An example:
3
79
228
Here's a list of 75+
#DataAnalytics
projects solved and explained using
#Python
. Includes projects like:
1. Electric Vehicles Market Size Analysis
2. Food Delivery Cost & Profitability Analysis
3. Hypothesis Testing
4. Delhi Metro Network Analysis
5. Quantitative Analysis of
5
63
227
Here are some internal
#Python
modules for
#DataScience
you should know:
1. pickle
2. datetime
3. os
4. re (regular expressions)
5. sqlite3
6. csv
Here's a complete guide on how these modules are used with practical examples:
2
54
219
An analytics dashboard aggregates, displays, and analyzes key performance indicators (KPIs), metrics, and other key data points related to a business, department, or specific process.
Learn how to build an Analytics Dashboard using Python!
Link:
3
60
211
Here are some of the best
#MachineLearning
project ideas on LLMs you should try:
1. Code Generation Model (An Example: )
2. Text Generation Model (An Example: )
3. Chatbot (An Example: )
3
68
202
If you are learning
#Python
and have completed the fundamentals of Python, your next step should be to solve some Python practice questions as a beginner.
Here’s a list of 50+ Python Practice Questions for coding interviews asked in companies like FAANG!
Link:
1
52
198
80+ Machine Learning Algorithms & Models Explained with Python
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#ai
2
116
182
Here's a list of 20+
#MachineLearning
projects for absolute beginners (solved and explained) you should try to practically introduce yourself to the fundamentals of Machine Learning. Includes projects like:
Projects Based on Regression:
Real Estate Price Prediction
Compare
5
62
193
#MachineLearning
is nothing but the use of data and algorithms to build intelligent systems.
If you are new to Machine Learning, here'a a list of 40+ Machine Learning projects with
#Python
you should try.
Link:
#Data
#DataScience
#machinelearning
2
82
186
35+ Amazing Data Analysis Projects with Python: solved and explained
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
4
68
179
Master
#MachineLearning
. Here's a list of 60+ Machine Learning projects with
#Python
you should try. Includes projects like:
End to End:
End to End Predictive Model
End to End Chatbot
Classification:
Classification on Imbalanced Data
Google Search Queries Anomaly Detection
4
46
192
If you are a
#DataScience
beginner, this is for you.
Here’s a list of Data Science projects for absolute beginners (solved & explained) that will help you improve your skills in working with data!
1
53
185
A complete roadmap to learn
#Statistics
for
#DataScience
:
1. Understand the Fundamentals of Statistics:
- Descriptive Statistics (mean, median, mode, variance, standard deviation)
- Probability (basic concepts, probability distributions)
- Data Visualizations
2. Learn
1
49
188
#DataAnalytics
project ideas to boost your resume:
1. YouTube Data Collection & Analysis (An Example: )
2. Elections Ad Campaigns Analysis (An Example: )
3. T20 World Cup Match Analysis (An Example: )
4.
1
59
181
Data Preprocessing Techniques You Should Know for
#DataScience
:
1. Handling Missing Values
2. Handling Outliers
3. Feature Selection
4. Principal Component Analysis
5. Feature Scaling
6. Hyperparameter Tuning
7. SMOTE
Learn these techniques with Python:
1
46
180
API-Based
#DataScience
project ideas you should try:
1. YouTube Data Collection & Analysis (An Example: )
2. Music Recommendations using Spotify’s Music Data (An Example: )
3. Code Generation Model using GitHub Code Files (An
1
50
180
150 Python Projects with Source Code: solved and explained for free
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#AI
2
132
167
Here's a complete step-by-step guide to learn all
#MachineLearning
algorithms with implementation using
#Python
!
3
54
173
Here are some Advanced
#SQL
Queries you should know for
#DataAnalytics
1. Window Functions
2. Common Table Expressions (CTEs)
3. Recursive CTEs
4. PIVOT Queries
5. Dynamic SQL
6. MERGE Statement
Here's a complete guide on how to use all these queries:
1
47
172
82 Machine Learning Algorithms & Models Explained with Python
#python
#programming
#coding
#javascript
#programmer
#developer
#html
#machinelearning
#code
#coder
#pythonprogramming
#computerscience
#DataScience
#ai
1
81
148
Here are some of the best
#MachineLearning
project ideas for resume you should try:
1. Fashion Recommendation System using Image Features Extraction (An Example: )
2. Dynamic Pricing Strategy (An Example: )
3. User Profiling &
1
52
161
Here's a list of 25+
#DataScience
projects to boost your resume. Includes projects like:
Data Analytics & Data Manipulation:
1. Electric Vehicles Market Size Analysis
2. Food Delivery Cost and Profitability Analysis
Machine Learning and Statistical Modelling:
1. Music
6
45
161
In the most simple words!
#DataAnalytics
: Understanding the story behind the numbers.
#DataScience
: Using data to solve business problems.
#MachineLearning
: Using data and algorithms to build intelligent systems.
#BusinessAnalytics
: Using data to make business decisions.
4
45
158
Here's a list of 50+
#Python
practice questions for coding interviews (solved & explained)
Includes questions like:
1. Transpose Matrix
2. Buddy Strings
3. Uncommon words from two sentences
4. Binary Search
5. Set Mismatch
6. Reorder Routes
7. Detect Capital
8. Check Perfect
3
46
160
Here are some advanced Pandas Functions you should know for Data Analysis:
1. GroupBy
2. Pivot Tables
3. Multi-Indexing
4. Merging, Joining, and Concatenating
5. Data Transformation with apply() and map()
6. Query Function
7. Time Series Functions
Learn to use all these
0
62
155
Improve your
#DataVisualization
skills. Here are some datasets you can use to improve your data visualization skills using Python and Tableau/Power BI
0
43
154
#NLP
project ideas to boost your resume:
1. Next Word Prediction Model (An Example: )
2. End-to-End Chatbot (An Example: )
3. Text Generation Model (An Example: )
#DataScience
#MachineLearning
#AI
2
55
157
5
#DataScience
certifications you can aim for to boost your resume:
1. Tensorflow Developer Certificate
2. Google Cloud Professional Data Engineer
3. Tableau Certified Data Analyst
4. Microsoft Certified: Power BI Data Analyst Associate
5. Microsoft Certified: Azure Data
2
39
149
Here are essential Data Preprocessing techniques every
#DataScience
professional should know:
1. Handling Missing Values
2. Handling Outliers
3. Feature Selection
4. Principal Component Analysis for Dimensionality Reduction
5. Feature Scaling
6. Hyperparameter Tuning
7. SMOTE
1
48
136
Learn how to build an End to End Machine Learning model from scratch using Python!
Link:
#DataScience
#DataAnalytics
#MachineLearning
#Python
0
40
133
Regex Operations You Should Know for
#DataScience
:
1. Matching Patterns
2. Extracting Substrings
3. Replacing Substrings
4. Splitting Strings
5. Finding and Replacing Complex Patterns
Learn to implement these with Python:
0
33
133
110 Data Science Projects solved & explained with Python
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
2
66
114
Hypothesis Testing Techniques you should know for
#DataScience
:
1. One-Sample t-Test: Used to compare sample mean to known population mean.
2. Two-Sample t-Test: Used to compare means of two independent samples.
3. Chi-Square Test: Used to test association between categorical
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180+ Python Projects with Source Code: solved and explained for free
#data
#DataScience
#dataanalysis
#DataAnalytics
#dataScientist
#machinelearning
#python
#pythonprogramming
#pythonprojects
#pythoncode
#artificialintelligence
#ai
#100DaysOfCode
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Here are some internal
#Python
modules for
#DataScience
you should know:
1. pickle
2. datetime
3. os
4. re (regular expressions)
5. sqlite3
6. csv
Here's a complete guide on how these modules are used with practical examples:
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