Stock Sentiment Data Scraper

Scrape stock sentiment

Sentiment comes from Stocktwits.

This data is includes sentiment data, message volume data, and participation ratio data for a particular stock symbol.

This data is locked by Stocktwits, but here you can get the data for half the price.

[Sentiment] - Indicates whether most users posting on a symbol’s stream over the last 24 hours are bearish or bullish. Sentiment Score may be measured on a scale from 0 (extremely bearish) to 100 (extremely bullish). [Message Volume] - Measures the total amount of chatter on a stream over the last 24 hours. Message Volume Score may be measured on a scale from 0 (extremely low volume of messages) to 100 (extremely high volume of messages). [Participation Ratio] - Measures the number of unique accounts posting on a stream relative to the number of total messages on that stream. A symbol’s Participation Ratio ranges from 0 (extremely low) to 100 (extremely high), where a score of 100 means each account on the stream has posted exactly 1 message. A Participation Ratio closer to 100 is preferable.

Sample Output

[
{
data: {
messageVolume: {
15m: {
change: -1.0546968,
label: "LOW",
labelNormalized: "LOW",
loaded: true,
value: -1.2231,
valueNormalized: 36
},
24h: {
change: -869.41174,
label: "SLIGHTLY_LOW",
labelNormalized: "NORMAL",
loaded: true,
value: -0.1275,
valueNormalized: 49
},
now: {
change: 0,
label: "LOW",
labelNormalized: "LOW",
loaded: true,
value: -1.236,
valueNormalized: 36
}
},
sentiment: {
15m: {
change: 1.4208481,
label: "SLIGHTLY_BULLISH",
labelNormalized: "BULLISH",
loaded: true,
value: 0.9431,
valueNormalized: 60
},
24h: {
change: 443.69388,
label: "SLIGHTLY_BEARISH",
labelNormalized: "NEUTRAL",
loaded: true,
value: -0.2783,
valueNormalized: 47
},
now: {
change: 0,
label: "SLIGHTLY_BULLISH",
labelNormalized: "BULLISH",
loaded: true,
value: 0.9565,
valueNormalized: 61
}
},
timeframes: {
1D: {
buzz: {
change: -43.641457,
label: "LOW_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 0.714,
valueNormalized: 0.714
},
loaded: true,
messageVolume: {
change: -867.5295,
label: "SLIGHTLY_LOW",
labelNormalized: "NORMAL",
loaded: true,
value: -0.1275,
valueNormalized: 49
},
participationScore: {
change: 68.33977,
label: "LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.259,
valueNormalized: 53
},
sentiment: {
change: 446.31696,
label: "SLIGHTLY_BEARISH",
labelNormalized: "NEUTRAL",
loaded: true,
value: -0.2783,
valueNormalized: 47
}
},
1M: {
buzz: {
change: -40.16357,
label: "LOW_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 0.6725,
valueNormalized: 0.6725
},
loaded: true,
messageVolume: {
change: -470.31903,
label: "SLIGHTLY_LOW",
labelNormalized: "NORMAL",
loaded: true,
value: -0.2163,
valueNormalized: 48
},
participationScore: {
change: 48.299316,
label: "LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.294,
valueNormalized: 53
},
sentiment: {
change: 732.29706,
label: "SLIGHTLY_BULLISH",
labelNormalized: "NEUTRAL",
loaded: true,
value: 0.1158,
valueNormalized: 51
}
},
1W: {
buzz: {
change: -3.1061943,
label: "LOW_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 0.4153,
valueNormalized: 0.4153
},
loaded: true,
messageVolume: {
change: 18.10396,
label: "LOW",
labelNormalized: "LOW",
loaded: true,
value: -1.5063,
valueNormalized: 33
},
participationScore: {
change: -4.8034964,
label: "LOW",
labelNormalized: "HIGH",
loaded: true,
value: 0.458,
valueNormalized: 55
},
sentiment: {
change: -1.45194,
label: "SLIGHTLY_BULLISH",
labelNormalized: "BULLISH",
loaded: true,
value: 0.978,
valueNormalized: 61
}
},
1Y: {
buzz: {
change: -72.9133,
label: "NORMAL_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 1.4856,
valueNormalized: 1.4856
},
loaded: true,
messageVolume: {
change: -433.31534,
label: "SLIGHTLY_HIGH",
labelNormalized: "NORMAL",
loaded: true,
value: 0.3701,
valueNormalized: 54
},
participationScore: {
change: 70.312485,
label: "LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.256,
valueNormalized: 53
},
sentiment: {
change: 9349.019,
label: "SLIGHTLY_BULLISH",
labelNormalized: "NEUTRAL",
loaded: true,
value: 0.0102,
valueNormalized: 50
}
},
3M: {
buzz: {
change: -74.80276,
label: "NORMAL_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 1.597,
valueNormalized: 1.597
},
loaded: true,
messageVolume: {
change: -289.90146,
label: "SLIGHTLY_HIGH",
labelNormalized: "HIGH",
loaded: true,
value: 0.6496,
valueNormalized: 57
},
participationScore: {
change: 59.12409,
label: "LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.274,
valueNormalized: 53
},
sentiment: {
change: 292.22177,
label: "SLIGHTLY_BEARISH",
labelNormalized: "BEARISH",
loaded: true,
value: -0.5014,
valueNormalized: 44
}
},
6M: {
buzz: {
change: -70.89962,
label: "NORMAL_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 1.3828,
valueNormalized: 1.3828
},
loaded: true,
messageVolume: {
change: -432.77582,
label: "SLIGHTLY_HIGH",
labelNormalized: "NORMAL",
loaded: true,
value: 0.3707,
valueNormalized: 54
},
participationScore: {
change: 65.15151,
label: "LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.264,
valueNormalized: 53
},
sentiment: {
change: -66.65975,
label: "EXTREMELY_BULLISH",
labelNormalized: "EXTREMELY_BULLISH",
loaded: true,
value: 2.8908,
valueNormalized: 82
}
},
ALL: {
buzz: {
change: -81.19626,
label: "NORMAL_ACTIVITY",
labelNormalized: "NA",
loaded: true,
value: 2.14,
valueNormalized: 2.14
},
loaded: true,
messageVolume: {
change: -173.16727,
label: "HIGH",
labelNormalized: "HIGH",
loaded: true,
value: 1.686,
valueNormalized: 69
},
participationScore: {
change: 81.666664,
label: "EXTREMELY_LOW",
labelNormalized: "NORMAL",
loaded: true,
value: 0.24,
valueNormalized: 53
},
sentiment: {
change: 137.79608,
label: "EXTREMELY_BEARISH",
labelNormalized: "EXTREMELY_BEARISH",
loaded: true,
value: -2.55,
valueNormalized: 22
}
}
}
}
}
]

Support

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