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Online News Popularity/README.md
| Column Position | Atrribute Name | Definition | Data Type | Example | % Null Ratios |
|------------------- |------------------------------- |------------------------------------------------------------------------------------------------ |-------------- |---------------------------------------------------------------- |--------------- |
| 1 | URL | URL Of The Article (Non-Predictive) | Qualitative | "http://mashable.com/2013/01/07/amazon-instant-video-browser/" | 0 |
| 2 | Timedelta | Timedelta: Days Between The Article Publication And The Dataset Acquisition (Non-Predictive) | Quantitative | 731 | 0 |
| 3 | N_Tokens_Title | N_Tokens_Title: Number Of Words In The Title | Quantitative | 12 | 0 |
| 4 | N_Tokens_Content | N_Tokens_Content: Number Of Words In The Content | Quantitative | 219 | 0 |
| 5 | N_Unique_Tokens | N_Unique_Tokens: Rate Of Unique Words In The Content | Quantitative | 0.663594467 | 0 |
| 6 | N_Non_Stop_Words | N_Non_Stop_Words: Rate Of Non-Stop Words In The Content | Quantitative | 0.999999992 | 0 |
| 7 | N_Non_Stop_Unique_Tokens | N_Non_Stop_Unique_Tokens: Rate Of Unique Non-Stop Words In The Content | Quantitative | 0.815384609 | 0 |
| 8 | Num_Hrefs | Num_Hrefs: Number Of Links | Quantitative | 4 | 0 |
| 9 | Num_Self_Hrefs | Num_Self_Hrefs: Number Of Links To Other Articles Published By Mashable | Quantitative | 2 | 0 |
| 10 | Num_Imgs | Num_Imgs: Number Of Images | Quantitative | 1 | 0 |
| 11 | Num_Videos | Num_Videos: Number Of Videos | Quantitative | 0 | 0 |
| 12 | Average_Token_Length | Average_Token_Length: Average Length Of The Words In The Content | Quantitative | 4.680365297 | 0 |
| 13 | Num_Keywords | Num_Keywords: Number Of Keywords In The Metadata | Quantitative | 5 | 0 |
| 14 | Data_Channel_Is_Lifestyle | Data_Channel_Is_Lifestyle: Is Data Channel 'Lifestyle'? | Quantitative | 0 | 0 |
| 15 | Data_Channel_Is_Entertainment | Data_Channel_Is_Entertainment: Is Data Channel 'Entertainment'? | Quantitative | 1 | 0 |
| 16 | Data_Channel_Is_Bus | Data_Channel_Is_Bus: Is Data Channel 'Business'? | Quantitative | 0 | 0 |
| 17 | Data_Channel_Is_Socmed | Data_Channel_Is_Socmed: Is Data Channel 'Social Media'? | Quantitative | 0 | 0 |
| 18 | Data_Channel_Is_Tech | Data_Channel_Is_Tech: Is Data Channel 'Tech'? | Quantitative | 0 | 0 |
| 19 | Data_Channel_Is_World | Data_Channel_Is_World: Is Data Channel 'World'? | Quantitative | 0 | 0 |
| 20 | Kw_Min_Min | Kw_Min_Min: Worst Keyword (Min. Shares) | Quantitative | 0 | 0 |
| 21 | Kw_Max_Min | Kw_Max_Min: Worst Keyword (Max. Shares) | Quantitative | 0 | 0 |
| 22 | Kw_Avg_Min | Kw_Avg_Min: Worst Keyword (Avg. Shares) | Quantitative | 0 | 0 |
| 23 | Kw_Min_Max | Kw_Min_Max: Best Keyword (Min. Shares) | Quantitative | 0 | 0 |
| 24 | Kw_Max_Max | Kw_Max_Max: Best Keyword (Max. Shares) | Quantitative | 0 | 0 |
| 25 | Kw_Avg_Max | Kw_Avg_Max: Best Keyword (Avg. Shares) | Quantitative | 0 | 0 |
| 26 | Kw_Min_Avg | Kw_Min_Avg: Avg. Keyword (Min. Shares) | Quantitative | 0 | 0 |
| 27 | Kw_Max_Avg | Kw_Max_Avg: Avg. Keyword (Max. Shares) | Quantitative | 0 | 0 |
| 28 | Kw_Avg_Avg | Kw_Avg_Avg: Avg. Keyword (Avg. Shares) | Quantitative | 0 | 0 |
| 29 | Self_Reference_Min_Shares | Self_Reference_Min_Shares: Min. Shares Of Referenced Articles In Mashable | Quantitative | 496 | 0 |
| 30 | Self_Reference_Max_Shares | Self_Reference_Max_Shares: Max. Shares Of Referenced Articles In Mashable | Quantitative | 496 | 0 |
| 31 | Self_Reference_Avg_Sharess | Self_Reference_Avg_Sharess: Avg. Shares Of Referenced Articles In Mashable | Quantitative | 496 | 0 |
| 32 | Weekday_Is_Monday | Weekday_Is_Monday: Was The Article Published On A Monday? | Quantitative | 1 | 0 |
| 33 | Weekday_Is_Tuesday | Weekday_Is_Tuesday: Was The Article Published On A Tuesday? | Quantitative | 0 | 0 |
| 34 | Weekday_Is_Wednesday | Weekday_Is_Wednesday: Was The Article Published On A Wednesday? | Quantitative | 0 | 0 |
| 35 | Weekday_Is_Thursday | Weekday_Is_Thursday: Was The Article Published On A Thursday? | Quantitative | 0 | 0 |
| 36 | Weekday_Is_Friday | Weekday_Is_Friday: Was The Article Published On A Friday? | Quantitative | 0 | 0 |
| 37 | Weekday_Is_Saturday | Weekday_Is_Saturday: Was The Article Published On A Saturday? | Quantitative | 0 | 0 |
| 38 | Weekday_Is_Sunday | Weekday_Is_Sunday: Was The Article Published On A Sunday? | Quantitative | 0 | 0 |
| 39 | Is_Weekend | Is_Weekend: Was The Article Published On The Weekend? | Quantitative | 0 | 0 |
| 40 | Lda_00 | Lda_00: Closeness To Lda Topic 0 | Quantitative | 0.500331204 | 0 |
| 41 | Lda_01 | Lda_01: Closeness To Lda Topic 1 | Quantitative | 0.37827893 | 0 |
| 42 | Lda_02 | Lda_02: Closeness To Lda Topic 2 | Quantitative | 0.040004675 | 0 |
| 43 | Lda_03 | Lda_03: Closeness To Lda Topic 3 | Quantitative | 0.041262648 | 0 |
| 44 | Lda_04 | Lda_04: Closeness To Lda Topic 4 | Quantitative | 0.040122544 | 0 |
| 45 | Global_Subjectivity | Global_Subjectivity: Text Subjectivity | Quantitative | 0.521617145 | 0 |
| 46 | Global_Sentiment_Polarity | Global_Sentiment_Polarity: Text Sentiment Polarity | Quantitative | 0.092561983 | 0 |
| 47 | Global_Rate_Positive_Words | Global_Rate_Positive_Words: Rate Of Positive Words In The Content | Quantitative | 0.0456621 | 0 |
| 48 | Global_Rate_Negative_Words | Global_Rate_Negative_Words: Rate Of Negative Words In The Content | Quantitative | 0.01369863 | 0 |
| 49 | Rate_Positive_Words | Rate_Positive_Words: Rate Of Positive Words Among Non-Neutral Tokens | Quantitative | 0.769230769 | 0 |
| 50 | Rate_Negative_Words | Rate_Negative_Words: Rate Of Negative Words Among Non-Neutral Tokens | Quantitative | 0.230769231 | 0 |
| 51 | Avg_Positive_Polarity | Avg_Positive_Polarity: Avg. Polarity Of Positive Words | Quantitative | 0.378636364 | 0 |
| 52 | Min_Positive_Polarity | Min_Positive_Polarity: Min. Polarity Of Positive Words | Quantitative | 0.1 | 0 |
| 53 | Max_Positive_Polarity | Max_Positive_Polarity: Max. Polarity Of Positive Words | Quantitative | 0.7 | 0 |
| 54 | Avg_Negative_Polarity | Avg_Negative_Polarity: Avg. Polarity Of Negative Words | Quantitative | -0.35 | 0 |
| 55 | Min_Negative_Polarity | Min_Negative_Polarity: Min. Polarity Of Negative Words | Quantitative | -0.6 | 0 |
| 56 | Max_Negative_Polarity | Max_Negative_Polarity: Max. Polarity Of Negative Words | Quantitative | -0.2 | 0 |
| 57 | Title_Subjectivity | Title_Subjectivity: Title Subjectivity | Quantitative | 0.5 | 0 |
| 58 | Title_Sentiment_Polarity | Title_Sentiment_Polarity: Title Polarity | Quantitative | -0.1875 | 0 |
| 59 | Abs_Title_Subjectivity | Abs_Title_Subjectivity: Absolute Subjectivity Level | Quantitative | 0 | 0 |
| 60 | Abs_Title_Sentiment_Polarity | Abs_Title_Sentiment_Polarity: Absolute Polarity Level | Quantitative | 0.1875 | 0 |
| 61 | Shares | Shares: Number Of Shares | Quantitative | 593 | 0 |
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