Skip to content

Instantly share code, notes, and snippets.

Show Gist options
  • Save cheung31/9bf01ce75d3ccfd1faab98939518c601 to your computer and use it in GitHub Desktop.
Save cheung31/9bf01ce75d3ccfd1faab98939518c601 to your computer and use it in GitHub Desktop.

Amazingandyyy Golden Picks 2018 Sentiment Analysis

This is a quick synopsis of the Golden Picks 2018 to hold until Q3 using the languagecrunch Sentiment endpoint (utilizes Spacy).

Terms

  • polarity: whether the expressed opinion in a document, a sentence or an entity feature/aspect is positive, negative, or neutral. Advanced, "beyond polarity" sentiment classification looks, for instance, at emotional states such as "angry", "sad", and "happy". (Source: Wikipedia)
  • subjectivity: The subjectivity of words and phrases may depend on their context and an objective document may contain subjective sentences (e.g., a news article quoting people's opinions). (Source: Wikipedia

✊ HODL Picks

VEN (Vechain)

[{
            "sentence": "has a full-time team, smart and appealing CEO, shining branding, good communication and marketing, 2B experience, better-than-neo PoS system and reward rules, and most important, the most legit partnerships so far in the blockchain industry, others having legit partnerships are IOTA and ETH.had really good performance in the past few days, but I either think itâ\u0080\u0099s overvalue or they look evil to me.advantage of this 24-hour available market, dangerous but valuable. ",
            "sentiment": {
                "polarity": 0.15109890109890103,
                "subjectivity": 0.6148351648351649
            },
            "sentence_type": "assertive"
        }
    ]

NEO

[
        {
            "sentence": " modest team, sweet and hard-working CEO, good tech, moving toward to Japan and had good international expansion strategy, second-best ICO choice, lovely communication and strong fans economy.",
            "sentiment": {
                "polarity": 0.39761904761904754,
                "subjectivity": 0.6047619047619047
            },
            "sentence_type": "imperative"
        }
    ]

LTC

[
        {
            "sentence": "oldest alts project in top 20, hard-working founder, visible international expansion efforts, the â\u0080\u009conly real general-purpose currencyâ\u0080\u009d in top 20, faster and continual improving fee and transaction speed, second-most penetrated crypto along with BTC and ETH, cheapest-per-unit coin on GDAX",
            "sentiment": {
                "polarity": 0.3,
                "subjectivity": 0.325
            },
            "sentence_type": "assertive"
        }

🙅 Must not touch BIG Tokens

XRP

[
        {
            "sentence": "centralized (af for a reason), unlimited supply(as same as the USD), banking-leading price, evil, I will never buy in even it goes to $100.",
            "sentiment": {
                "polarity": -0.5,
                "subjectivity": 0.5625
            },
            "sentence_type": "negative"
        }
    ]

XVG

[
        {
            "sentence": "hyping project, evil, poor commitment history, failing in communication",
            "sentiment": {
                "polarity": -0.7,
                "subjectivity": 0.8
            },
            "sentence_type": "assertive"
        }
    ]

TRX

[
        {
            "sentence": "hyping and dishonest CEO, evil",
            "sentiment": {
                "polarity": -0.65,
                "subjectivity": 0.75
            },
            "sentence_type": "assertive"
        }
    ]

EOS

[
        {
            "sentence": "useless until Q3, evil, not that good compared to VEN, overvalue atm, no product so far",
            "sentiment": {
                "polarity": -0.17500000000000002,
                "subjectivity": 0.7
            },
            "sentence_type": "negative"
        }
    ]

BCH

[
        {
            "sentence": "because I donâ\u0080\u0099t understand it, and I lose 60% with it in 2017.",
            "sentiment": {
                "polarity": 0,
                "subjectivity": 0
            },
            "sentence_type": "assertive"
        }
    ]

👋 Projects I love but will not hodl

ADA

[
        {
            "sentence": "the most well-engineered smart contract platform, already top 5, good branding, strong love from Japan and worldwide",
            "sentiment": {
                "polarity": 0.47460317460317464,
                "subjectivity": 0.596031746031746
            },
            "sentence_type": "assertive"
        }
    ]

LSK

[
        {
            "sentence": "itâ\u0080\u0099s all in javascript, bad branding, stable-growing price, weak community",
            "sentiment": {
                "polarity": -0.5374999999999999,
                "subjectivity": 0.6458333333333333
            },
            "sentence_type": "assertive"
        }
    ]

QTUM

[
        {
            "sentence": "modest and full-time team, beautiful branding, second famous ICO platform in China",
            "sentiment": {
                "polarity": 0.3625,
                "subjectivity": 0.725
            },
            "sentence_type": "assertive"
        }
    ]

OMG

[
        {
            "sentence": "big dream, game changer, good reputation, strong believer community, full-time team",
            "sentiment": {
                "polarity": 0.1833333333333333,
                "subjectivity": 0.45833333333333337
            },
            "sentence_type": "assertive"
        }
    ]

IOTA

[
        {
            "sentence": "legit partnership, good tech, lack of communication, weird price move.",
            "sentiment": {
                "polarity": 0.09999999999999998,
                "subjectivity": 0.8
            },
            "sentence_type": "assertive"
        }
    ]
@amazingandyyy
Copy link

This is awesome! I like it, thanks @cheung31, you rock this.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment