Build a semantic word analysis of the ENRON dataset with PYTHON

Build a semantic word analysis of the ENRON dataset with PYTHON

Data basis to be used for the analysis: https://www.kaggle.com/wcukierski/enron-email-dataset

Step 1: build a python notebook on the basis of the work done by https://www.kaggle.com/zichen/explore-enron and try to reproduce their results

Step 2: The most important step: Generate a python code for listing which user uses which emoticons how often

Step 3: Please deliver the python code with comments

List of positive and negative emoticons.

Emoticon    Meaning    Sentiment Class
😀    Laughing    Positive
🙂    smile    Positive
o:)-    innocent    Positive
😎    cool    Positive
:$    Happy blush    Positive
🙁    defeated    Negative
🙁    Crying    Negative
😮    shocked    Negative
>(    Grumpy    Negative
(@)    Angry red    Negative
X|    Dead    Negative

Attached: Relevant Papers for this work to be cited whenever possible (1. Buildingemotionaldictionaryforsentimentanalysisofonlinenews, 2. pone.0171649), and additional papers if fragments of their methods are used.

nursing (past experience)

Did you know Nursing is ranked among the most trustworthy professions? Most nurses would say they entered the field of nursing to make a difference in peoples lives; to help people. One of the most difficult things I have found about being a new nurse is being present for my patients; slowing down and taking time with them; putting the tasks aside for a short time. You all have life experiences where you have found yourself busy with the task at hand and have had to coach yourself to slow down and be present in the moment.

Tell me, what in your life experiences do you feel will help you be able to achieve the goal of being present for your patients? It could be being a parent, caring for an elderly parent, a job experience, whatever it may be.
my answer: work as a CNA (nurse aid): care for old people.

What in your past experience has taught you to be present for another?
my answer: to use CNA’s working experience for the future.

write a discussion post based on my answer.  ~275-300 words.

Microeconomics Analysis

  

1. Choose a publicly traded company. It is easier to find data and information for publicly traded companies.

2. Choose only one product or service offered by the company

3. Find and analyze information to complete the following tasks:

a) Provide a brief description of the company (number of employees, annual revenue, domestic or international company)

b) Describe the main products and/or services offered by the company

c) Analyze the main factors that impact the demand for the main products and/or services 

d) Describe the types of costs that are involved in the production of the companys main products/services and assess the factors that impact the costs of production of the companys main products/services

e) Evaluate the factors that impact the supply of the companys main products/services

f) Determine the market structure of the industry in which the company operates

g) Examine the level of market concentration and barriers to entry in the industry

h) Describe the type of business strategy used by the company in the industry

i) Analyze how the market structure impacts the companys business strategy and the companys performance in the industry

Summarize your findings and analyses in the Report. The Report should be 8 pages (double spaced, Times Roman, Font 12)  

Assignment 1: Creating A Culture Of Innovation

Imagine you are creating a new and innovative technology company. In this assignment, consider the culture, management, and leadership of your organization. Remember that your company should be a place that people want to work.

Write a three to five (3-5) page paper in which you:

  1. Describe the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.
  2. Identify two (2) leadership qualities you would look for in employees. What does their background and previous experience look like?
  3. Discuss your companys organizational culture. What are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?
  4. Format your assignment according to the following formatting requirements:   
    1. This course requires use of new Strayer Writing Standards (SWS). The format is different than other Strayer University courses. Please take a moment to review the SWS documentation for details.

The specific course learning outcomes associated with this assignment are:

  • Explain the principal theories and the various approaches to management that have evolved over time and their application to current management situations.
  • Assess how various leadership styles fit cultural differences and effectively operate in global markets.
  • Describe control systems that can improve a firms operations and facilitate change.
  • Use technology and information resources to research issues in management concepts.
  • Write clearly and concisely about management concepts using proper writing mechanics.

Points: 200  

Assignment 1: Creating a Culture of Innovation

 

Criteria

Unacceptable
Below 60% F

Meets Minimum Expectations
60-69% D

Fair
70-79% C

Proficient
80-89% B

Exemplary
90-100% A

 

1. Describe the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.
Weight: 20%

Did not submit or incompletely described the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.

Insufficiently described the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.

Partially described the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.

Satisfactorily described the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.

Thoroughly described the characteristics of the people you would want working at your company, in relation to the culture you are trying to cultivate.

 

2. Identify two (2) leadership qualities you would look for in employees. What does their background and previous experience look like?
Weight: 25%

Did not submit or incompletely Identified two (2) leadership qualities you would look for in employees. Did not submit or incompletely explained what the employees does their background and previous experience looked like.

Insufficiently Identified two (2) leadership qualities you would look for in employees. Insufficiently explained what the employees does their background and previous experience looked like.

Partially Identified two (2) leadership qualities you would look for in employees. What does their Partially explained what the employees does their background and previous experience looked like.

Satisfactorily Identified two (2) leadership qualities you would look for in employees. Satisfactorily explained what the employees does their background and previous experience looked like.

Thoroughly Identified two (2) leadership qualities you would look for in employees. Thoroughly explained what the employees does their background and previous experience looked like.

 

3. Discuss your companys organizational culture. What are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?
Weight: 25%

Did not submit or incompletely discussed your companys organizational culture. Did not submit or incompletely discussed what are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?

Insufficiently discussed your companys organizational culture. Insufficiently discussed what are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?

Partially discussed your companys organizational culture. Partially discussed what are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?

Satisfactorily discussed your companys organizational culture. Satisfactorily discussed what are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?

Thoroughly discussed your companys organizational culture. Thoroughly discussed what are the ways you can help ensure that the companys culture fosters creativity and innovation among employees?

 

4. Follow Strayer Writing Standards (SWS) requirements for format, in-text citation of quotes and paraphrases, and references page.
Weight: 10%

Did not complete the assignment or had more than 9 errors in following SWS requirements.

Had 8-9 errors in following SWS requirements.

Had 6-7 different errors in following SWS requirements.

Had 4-5 different errors in following SWS requirements.

Had 0-3 different errors in following SWS requirements.

 

5. Follow guidelines for clear and organized writing: include an introductory and concluding paragraph; address main ideas in body paragraphs with a topic sentence and supporting sentences.
Weight: 10%

Did not submit or incompletely followed guidelines for clear and organized writing.

Insufficiently followed guidelines for clear and organized writing: did not include an introductory and / or concluding paragraph; did not address main ideas in body paragraphs with a topic sentence and supporting sentences.

Partially followed guidelines for clear and organized writing: included a partially developed introductory and / or concluding paragraph; partially addressed main ideas in body paragraphs with a topic sentence and supporting sentences.

Sufficiently followed guidelines for clear and organized writing: included an introductory and concluding paragraph; sufficiently addressed main ideas in body paragraphs with a topic sentence and supporting sentences.

Fully followed guidelines for clear and organized writing: included an engaging introductory and thoughtful concluding paragraph; fully addressed main ideas in body paragraphs with a topic sentence and detailed supporting sentences.

 

6. Adhere to standard rules of English grammar, punctuation, mechanics, and spelling.
Weight: 10%

Did not complete the assignment or had more than 9 errors in grammar, punctuation, mechanics, spelling.

Had 8-9 errors in grammar, grammar, punctuation, mechanics, spelling.

Had 6-7 different errors in grammar, punctuation, mechanics, spelling.

Had 4-5 different errors in grammar, grammar, punctuation, mechanics, spelling.

Had 0-3 different errors in grammar, punctuation, mechanics, spelling.