Categories
Positive thinking Kind words Positive words Positive words analysis

Sentiment Analysis Resources – Positive Words – Negative words

Find below a list of resources for sentiment analysis.

You will also find here links towards various lists of positive words and lists of negative words to use them in your assignments or projects.

1. Semantria

Semantria applies Text and Sentiment Analysis to tweets, facebook posts, surveys, reviews or enterprise content. See also these links Resources, Excel, Demo

Lexalytics acquired Semantria in 2014 and added their cloud text/sentiment analysis API and Excel plug-in to their product stack.

2. Lexalytics

State-of-the-art technologies to turn unstructured text into useful data. Hundreds of F1000 companies rely on Lexalytics text mining results. Lexalytics Resources

See more information about Sentiment Analysis Explained at Lexalytics.

3. Sentiment Analysis Dictionaries

Check out these Dictionaries!

At the University of Pittsburgh, they have Sentiment Lexicon. It’s a lexicon of about 8,000 words with positive/neutral/negative sentiment. It’s described in more detail in this paper and released under the GPL.

Professor Bing Liu provide an English Lexicon of about 6800 words that you can download, You can also use it for Opinion Mining and Opinion Spam Detection.

This paper from 2002 describes an algorithm for deriving such a dictionary from text samples automatically, using only two words as a seed set.

4. Meaning Cloud

Find more here https://www.meaningcloud.com/

MeaningCloud is the easiest, most powerful and most affordable way to extract the meaning of all kind of unstructured content: social conversations, articles, documents…

5. Wikipedia Resources

6. The Stanford Natural Language Processing Group

Sentiment analysis at The Stanford Natural Language Processing Group with a Live Demo that is loading very hard.

7. Alchemy

Text and sentiment analysis is performed also by Alchemy, which is an IBM company. See the Alchemy Resources and Sentiment Analysis API

AlchemyAPI’s sentiment analysis algorithm looks for words that carry a positive or negative connotation then figures out which person, place or thing they are referring to. It also understands negations (i.e. “this car is good” vs. “this car is not good”) and modifiers (i.e. “this car is good” vs. “this car is really good”). The sentiment analysis API works on documents large and small, including news articles, blog posts, product reviews, comments and Tweets.

8. Online downloadable pdf

Here is an interesting online downloadable pdf about Introduction to Sentiment Analysis

9. SAS

You can also go and check the resources from SAS Sentiment Analysis

10. Python NLTK

Sentiment Analysis with Python NLTK Text Classification Live Demo

11. Downloadable list of positive words or list of negative words:

Source of the featured image: 1

Do you know other sentiment analysis resources? Share below.

Categories
Definition Good words Gratitude and happiness Kind words Positive emotions Positive thinking Positive vocabulary Positive words Research on positive words

Positive Words for Someone Embarrassed

To be embarrassed mainly means to feel ashamed. To feel ashamed means to not feel pleased, honored, satisfied, proud, gratified. To apply the antidote to your feelings of embarrassment you need to think of aspects that can make you feel pleased, honored, satisfied, proud and gratified. For better results write a list on a piece of paper. If you do not know the meaning of the word search it in the dictionary (online, you can use The Free Dictionary). I will make a short summary for you:

Pleased means to feel content, happy, delighted, thrilled, glad, tickled, euphoric, in high spirits, glad.

Honored means to feel esteemed, prestigious, having a good reputation.

Satisfied means to feel mitigated, fulfilled, pacified, triumphant, self-satisfied, sure, certain, convinced, positive, grateful.

Gratified means to feel content, fulfilled, happy and satisfied.

Making a summary, the positive words for someone embarrassed are: pleased, honored, satisfied, proud and gratified, content, happy, delighted, thrilled, glad, tickled, euphoric, in high spirits, glad, esteemed, prestigious, having a good reputation, mitigated, fulfilled, pacified, triumphant, self-satisfied, sure, certain, convinced, positive, grateful.

Talking in general “feeling embarrassed” means “feeling negative emotion” which means “not feeling positive emotion”. I know you might say that “feeling negative emotion” is the same as “not feeling positive emotions” so why should I write it twice? Just to add some text to this article? Well nope. You see, sometimes we feel negative because we do not know which positive emotion to feel. But now you know because I have enumerated above the positive emotions for you to focus on.

Also in general, feeling negative emotion of any kind, means that you do not feel quite happy for the moment. So take this into consideration also. And one more tip: happiness is closely connected with an overall feeling of contentment and most important with a feeling of being grateful. So if you want to make yourself happier start writing on a piece of paper a list of gratitude (at least 3 things from yesterday, 3 for the work you do and 3 for yourself). This will refocus your mind on positive aspects of your life. We all have some of these, don’t worry! Once your mind is refocused, you can easily connect with your heart, where all the joy is.

READ THIS NEXT:

Categories
Positive thinking Gratitude and happiness Inspirational words Optimism Positive living Positive words Quote crush

Top 50 Positive Websites to Benefit Your Well-being

Find below a list of top 50 positive websites to benefit your well-being, happiness, optimism, positive thinking and to decrease negativity.

Every positive website from the list below feels like a fresh, warm light shining on you. Relax, feel the ease, get relieved and be happy with the knowledge about wellbeing from these websites.

We are updating this list constantly. Check the comments below to see the additional positive websites that we found or were shared by people all around the world. If you know a positive website please share it commenting below. Stay Positive!

Top 50 Positive Websites to Benefit Your Well-being

  1. 100 Happy Days ~ www.100happydays.com
  2. Abraham-Hicks ~ www.abraham-hicks.com
  3. An Inch of Gray ~ www.aninchofgray.blogspot.ro
  4. Cowbird ~ www.cowbird.com
  5. Cool Hunting ~ www.coolhunting.com
  6. Cute Overload ~ www.cuteoverload.com
  7. Daily Good ~ www.dailygood.org
  8. Gratitude Log ~ www.gratitudelog.com
  9. GOOD ~ www.community.good.is
  10. Good life ZEN ~ www.goodlifezen.com
  11. Greater Good ~ www.goodlifezen.com
  12. Greatist ~ www.goodlifezen.com
  13. Happify ~ www.happify.com
  14. John Maxwell ~ www.johnmaxwellteam.com
  15. Karma Tube ~ www.karmatube.org
  16. Kickstarter ~ www.kickstarter.com
  17. Love Fairy ~ www.lovefairy.com
  18. Life Vest Inside ~ www.lifevestinside.com
  19. Live Life Happy ~ www.livelifehappy.com
  20. Long Form ~ www.longform.org
  21. Mind Valley ~ www.mindvalley.com
  22. Marc and Angel Hack Life ~ www.marcandangel.com
  23. Milkshake ~ www.getmilkshake.com
  24. Notsalmon ~ www.notsalmon.com
  25. Oprah’s Life Lift Blog ~ www.oprah.com
  26. Brainy Quote ~ www.brainyquote.com
  27. Open Culture ~ www.openculture.com
  28. Purpose Fairy ~ www.purposefairy.com
  29. Project Happiness ~ www.projecthappiness.org
  30. Positively Positive ~ www.positivelypositive.com
  31. We Heat It ~ hwww.weheartit.com
  32. Positive Outlooks Blog ~ www.positiveoutlooksblog.com
  33. Positive WoRdS to LoVe by ~ www.positivewordstoloveby.blogspot.ro
  34. Secret Society of Happy People ~ www.sohp.com
  35. Story Corps ~ www.storycorps.org
  36. The Daily Love ~ www.thedailylove.com
  37. 24 Hours of Happy ~ www.24hoursofhappy.com
  38. The Good Men Project ~ www.goodmenproject.com
  39. The Nicest Place on the Internet ~ www.thenicestplaceontheinter.net
  40. The Art Of Simple ~ www.theartofsimple.net
  41. Things to be Happy About ~ www.thingstobehappyabout.com
  42. The Happiness Project ~ www.gretchenrubin.com
  43. Unclutterer ~ www.unclutterer.com
  44. We Are Lucky ~ www.we-are-lucky.com
  45. Work Awesome ~ www.workawesome.com
  46. CALM ~ www.calm.com
  47. We stop Hate ~ www.WeStopHate.org
  48. 1000 Awesome Things ~ ww.1000awesomethings.com
  49. Hooplaha ~ www/hooplaha.com
  50. Website of Tim Lomas, PhD ~ www.drtimlomas.com

Positive websites recently discovered and added to this list:

51. POSITIVELY PEACEFUL INSPIRATIONS ~ www.positivelypeacefulinspirations.com

52. The blog of Victoria J.Brown ~ www.victoria-brown.com

53. Movement for Modern Life – resources about yoga ~ www.movementformodernlife.com

54. Beauty & Wellbeing – they have a shop but also a blog ~ www.beingcontent.com/blog

55. NEOM Organics – London – it is more a shop for wellbeing ~ www.neomorganics.com

56. Get the Gloss – Expert health and beauty ~ www.getthegloss.com

57. Goop – very interesting, useful and positive articles ~ www.goop.com

58. Aspirational Coasters – website full of positive words ~ www.aspirationalcoasters.com

Help us add another positive website to this list. Share below a positive site that inspired you.

Positive Words Research – Top 50 Positive Websites to Benefit Your Well-being

Categories
Positive thinking Beautiful Words Happiness Happy Kind words Mental health Positive words

15 Words That You Should Always Have In Mind So As To Stay Happy

You may have heard people say that happiness is a choice we make. This is true. You may decide to stay sad even when all things are working out for you but you can also choose to stay happy when all things aren’t as smooth running as you would like them.

So as to be happy, there is a great need for you to make being happy a habit but not an act. You should always stay positive regardless of how bad things seem to be. Always be grateful, exercise regularly, make people happy, be optimistic and stay as close as possible to the people you truly care about.

There are words that you should always have with you as they will greatly assist you to be happy and to remain happy. They are:

  1. Gratitude. These words come with great power and it can be able to change the lives of people. Usually, gratitude attracts prosperity. It is important to appreciate all that you see and to acknowledge it the way it is. When you occupy you mind with such thoughts that express the kind of gratitude you have, you will flourish in ways that you can never imagine. Gratitude is a great virtue. Appreciate the things you already have and you will be happy.
  2. Blissfulness/awesomeness/magic. Blissful can be taken to mean notable, happy, accountable, and considerable. A person who is blissful is at peace and is happy. There is never a limit to the blissful moments that you can have. If you can harness this feeling, you are indeed a lucky person. When you are blissful, you are contended. Blissfulness helps you relax and feel great joy.
  3. Forgiveness. Forgiveness is letting go of bitterness and grudges. You may choose to hang on to anger and feel resentful thoughts once you are hurt. However, it is always good to forgive and move on with life. We have all been hurt under different circumstances. When you forgive, you embrace joy, gratitude, hope, and peace. You are relieved of the burden and ultimately, you will be happy. Decide to let it go and stop any revenge thoughts.
  4. Contentment. This is the state of being content. When you have contentment, you have great ease of mind, and satisfaction. The pursuit of contentment is an important thread that many people use on diverse cultures. Finding the peace within is great. Go and seek happiness and while at it, limit the kind of desires that you have.
  5. Vitality/vim/health. When you talk and think of good health, you end up having a healthy body. When you are grateful for the health that you have, you will be healed of almost anything. Vitality is a state where you feel active, strong and energized. Be invigorated at all times and you will find that you are much happier in this way.
  6. Connection/caring/understanding. The act of connecting gives you a sense of belonging. Connecting with yourself, with nature, and people is a great way to show you care. Understanding things helps you appreciate everything as it is.
  7. Serenity/peace/well being. This is a state of being calm, untroubled and at peace. This is a great word that is associated with happiness. When you are at peace with all things and people around you, you end up being happy.
  8. Self-love/worth/self-care. This is where you regard your happiness and personal wellbeing. When your self-love is little, you can end up feeling depressed and unworthy. Too much of it can make it difficult to learn from own failures. Have enough self-love and boost your self-esteem.
  9. Positive. Stop all sorts of negative talk so as to reduce stress. When you think positively, you will be able to improve your physical and mental health. You should have a positive attitude regarding your life and always be optimistic that things will be great. Positive talk is also as important. The things we think about and talk about greatly affect how happy we are. Always aim at lowering stress.
  10. Blessing. This is the approval which allows you to do great things and mostly associated with God. Blessings bring happiness. Counting your blessings and appreciating how blessed you really leaves you feeling happy.
  11. Ease. Do not force things. Take things easy and all difficulty will fade away. When you face life with ease, you will be happy as difficulties will be reduced to great levels. Get freedom from pain and enjoy life’s comforts.
  12. Abundance. This can also mean unlimited, glory, awareness and prosperity. Reflect on the part of your life where you feel you are most abundant and concentrate on this. When you feel that you have a lot, you will be content and this will bring happiness. Feel yourself-abundance and abundance towards other people, life and living is strongly related to prosperity.
  13. Light. Light is hope and with hope, we get the fuel to keep on going regardless of the current situations. When you have light, you confidently expect great things and anticipate for the time when things will turn around when they aren’t going too well. Avoid despair, hopelessness and dejection.
  14. Appreciation. The word allows you to feel beautiful and let the energy flow all the way. When you understand a situation fully, you will be able to appreciate it the way it is. Appreciating life, people, and the surroundings brings admiration and happiness.
  15. Loving-kindness/wholehearted. This is consideration and tenderness towards other people. Love is one of the words that are most compelling in English language. There is a wide use of the word. When you show loving-kindness to people, you end up feeling great about yourself and this makes you happy.

The above are some of the words that give you positive feelings every day. When you use the words and reflect on them on a daily basis, you will seldom be angry and you will be at peace within and without. It is always important to remember that your life is your own and you shouldn’t live it to someone else’s expectations. Always remember what makes you happy, all that you need and want. Being happy reflects well on health and you relationships with others.

Read further: 15 Words You Should Think Daily to Be Happy

Categories
Positive thinking Gratitude Meditation Positive living Positive thoughts Positive words

A Letter to Myself with Positive Thoughts

Find below a letter to myself with positive thoughts – positive thoughts I say to myself.

A Letter to Myself with Positive Thoughts

Hi, my name is Elena and I am the founder of Positive Words Research.

Here are some positive things I say to myself:

Hope:  Eventually things work out.

Blessed Joy:  You are now blessed with Joy, Loving-kindness, Gratitude, Appreciation and Well-being.

Fabulous:  Something fabulous is happening now somewhere in the world. I wonder what?

Light:  ☀️ There is only light and lack of light.

Luck:  🍀 Luck favors the prepared mind.

Self-love:  I love myself. Yes completely.

Love: I love people, but people super love me.

Alive, Success, Chances:   Yes you can have success. As long as you are alive, your success chances are, in anything you want, no doubt about it, above 0%. Only when you will be dead, your success chances will decrease to 0%. But I always say: because God is having my back, my success chances are close to 1 million %.

Happiness, Connect, Appreciation, Awareness:   If you cannot contribute to the happiness of a person, at least appreciate it, do not put effort to decrease it so that after, you ask forgiveness. Connecting with someone is not as important as the happiness of another. Anyway, we are all already connected. Allow people to be happy and practice the art of appreciation. And if you want to connect, connect to appreciate. Don’t be afraid to give feedback but give it using appreciation. And something else, appreciation comes from awareness.

Safe:   It is safe to open my heart and connect with others.

Gift:  I am a gift to the world.

Acceptance:  I accept myself unconditionally and fully.

Self-forgiveness:  I forgive myself for everything from my past, present and future. I consider that I am forgiven by all other people, life and God.

Abundance:  We live in heaven on Earth. Abundance is everywhere on Earth. Awareness and choice in the present moment make me realize this truth.

Loving-kindness:  Love is loving-kindness. Loving-kindness is kindness. Therefore love is always kindness. All that is not kindness, is not love.

God:  God is everything, including me.

Heart:   I connect with my heart and with the hearts of other people alive now on Earth. Billions of hearts beating in the same time. Including mine.

Enough: I am always enough. Every day I am enough, regardless of my health, successes, happiness level, wealth, thoughts.

Let-go:  I let-go of everything until today. There are all only concepts.

Well-being:   There is only a river of well-being pouring over me at all times.

Happiness:   I am happiness.

Health:   I love my body. I bless it with pure love and light. Health is my wealth.

Grateful:  I am grateful for the air I breath now.

Life:   Only because I exist now and breath in this world I have done my work. I am my purpose and I am already here.

Relief:  No matter what happens in a day, as long as I live, the end is always the same. I go to sleep.

Positivity:   I am for positivity, not against negativity. I allow everything to exist. I am not God, just a part of Him, doing work in my part, adding energy to the things I love, that inspire me, make me feel alive. I have this right, because I am here.

Contrast, Life, Perfect: I appreciate the contrast of life. For example people say I am not perfect but I AM PERFECT. And so are they, but they say they’re not. If I would tell them what else I AM… hmmm they would probably… be happy for me

Love:  Stay in love vibration.

Trust:  Trust yourself – you can do this. There is no way you can fail unless you choose to not show up, or choose to not do the work.

Given:  I’ve already been given everything.

Grateful, Precious:   I am grateful for myself, I am a human precious for the entire universe.

Future:  Whatever I’m thinking about is literately like planning a future event. – from Abraham-Hicks

Money:  It’s the other way around. Money is constantly striving to get me. – from wellbeingalignment.com/law-of-abundance. I get paid for being me. – from Christie Marie Sheldon. Pay myself first. More moneyis coming to me every day.

Ease:  I receive abundance and prosperity because of my ease.

Intent:  Today, no matter where I’m going and no matter what I’m doing, it is my dominant intent to see that which I am wanting to see. – from Abraham-Hicks

Meditation:  Sleep is the best meditation. – from Dalai Lama IVX.   Meditation is relaxation.

Unpleasant:  When something is unpleasant I say to myself: Everything creating this delete, uncreate and distory throughout all time, space and reality. – from Christie Marie Sheldon.

Realism:  Remember that realism is nothing but a socially acceptable form of pessimism. – from Vishen Lakhiani

Positive words:  Focus on positive words by researching them and you will feel amazing and always find the answers that you are looking for.

Connecting the dots:  You cannot connect the dots looking forward. You can only connect the dots looking backwards.

Heart:  Follow the desire of your heart! When you follow the desire of your heart, everything else shows up.

Life:  Why? For more Life. This is the reason why all happens. For more growth of life.

Success:  FOCUS / DECIDE / FOLLOW THROUGH

Deserve:  I so deserve happiness and abundance. We all do. I allow this energy. Easy and happy actions. Rewarding actions.

Faith:   The universe has the facility to orchestrate circumstances and events to accommodate everyone. – from Abraham – Hicks

Life:  FOCUS ON BUILDING A LIFE.

Fun:   I am here on Earth to have a lot of love and fun.

Thoughts:  Negative thoughts are weak. A single positive thought is stronger than 1000 negative thoughts.

Inspiring Thoughts:

Categories
Positive thinking Positive living Positive vocabulary Positive words Research on positive words

Positive Words Research after two years

I started Positive Words Research at the begging of 2013 when I bought the domain www.PositiveWordsResearch.com on 6 February 2013. I did this because I was researching positive words. Why I was doing that? Because I read the book “The Magic” by Rhonda Byrne and in that book she talks about the magic of gratitude. I love the word magic and it was very familiar to me. But gratitude was not so familiar and after reading the book I wondered “Why is this word gratitude so important?”. So… I searched gratitude in the dictionary to learn more…

Lucky for me that I searched it online using The Free Dictionary, because in that dictionary besides Synonyms and Antonyms there is also a category called Related Words. I clicked on related word of gratitude and then clicked on other related words to the related word… until I found Happiness. I was surprised to see that the word gratitude, after some levels, is connected with Happiness. But my stunning revelation was me becoming aware of the lack of positive words that I had in my vocabulary. I was not even using in my inner thinking most of the positive words that I found then, let alone talking with people with them. I questioned myself: How can i think positive if i do not know positive words? And then I said: I need to self-educate myself. So I started writing on pieces of paper and in Microsoft Word related words for positive words. And I saw that a lot of work needed to be done. So I decided to make a blog and in time to publish posts about positive words and learn the positive words in the process. I called the blog Positive Words Research because this is what I was actually doing: researching positive words.

Inserting the positive words in my awareness gave me the ability to constantly maintain my positive thinking. I feel that the knowing of positive words is like a light shining in my life that can never be turned off. I crossed the bridge to the shining part of life and there is no way back. I feel blessed.

While I was investing time and energy in my passion but also self-development I started dreaming about introducing the study of positive words in the educational systems all around the world. So that other people can have the chance to cross the bridge forever.

At one point I decided to put all the positive words that I found into a List of Positive Words . During two years I updated the list continuously with my own findings but also with the contribution of people all around the world that were commenting sharing what positive words I still need to add in the list.

This project is very rewarding for me. I learned a lot of positive words, much of them that I never knew existed and therefore learned a lot about the positive side of life. I connected with people that are living the life… in happiness and bliss… the words “pure love and light” came into my awareness and I understood them. But also other magic words like: awesomeness, blissfulness, loving-kindness, acceptance, self-love, self-forgiveness, grace and ease, relief, resilience, abundance, prosperity…. each one of them representing a big knowledge. I received a lot of positive feedback, people all around the world blessing me for the work I do and the contribution I bring to the world.

Work that has been done or is in progress related to positive words:

  • increasing the List of Positive Words from 1,100 positive words to more than 2,600 positive words;
  • translating part of the list of positive words in English into other languages than English;
  • working on the first version of the online application that will analyze text based on positive words. Until now I have two applications implemented differently but both still a work-in-progress https://companies-partnership.comeze.com/ and https://iardsoft.com/cuvinte/. This links will not exist anymore once I will upload the application on a new domain www.PositiveWordsResearcher.com. Therefore the online application will be called Positive Words Researcher
  • working on an ebook that I want to call it “Positive Words That Will Enrich Your Mind and Soul” and will contain the full list of positive words, more than 2,600 words and other chapters like: Most beautiful positive words in the world, Positive words you never knew existed.

I was thinking if you have $10 to invest in my projects about positive words The donation page is https://positivewordsresearch.com/donate/ For this donation you will receive the best list of positive words in the world having more than 2,600 positive words, in excel and pdf.

I will continuously keep you posted on the status of the projects, by positing on my blog.

Categories
Positive words Inspiring words Research on positive words

Download Positive Words Database in Excel and Pdf

Download more than 2,600 positive words in excel and pdf from Positive Words Research – download positive words database.

You need this list of positive words if you are searching for:

  • How to get English language word database
  • Is there a downloadable database of English word etymologies
  • Is there a downloadable database of positive words
  • Best list of positive words
  • List of positive words for sentiment analysis
  • List of positive words for data mining

My name is Elena Calin and I am the person behind Positive Words Research. My biggest dream is to include the study of positive words in the educational systems of every country. I started with the internet, making this blog which becomes successful because in 2014 it had 1 million views and only in 2015 it has more than 1.3 million views. I am currently working on the following projects:

  • Creating an online application that will analyze text (articles, books) and will output positive words that are found in the text and the list of positive words that are not found in the text (for inspiration);
  • Releasing very soon an eBook called Positive Words That Will Enrich Your Soul;
  • Working on splitting the list of positive words into categories and also rating the positive words base on their intensity;

Contact me and I will guide you to download the positive words data database in excel and pdf.

Positive Words Research – Download Positive Words Database in Excel and Pdf

Good Words: