Commit 5e90c7cf by Rahim Rasool

Update files for correction

parent dade8ee8
...@@ -9,7 +9,7 @@ Copyright (c) 2016 - 2019 ...@@ -9,7 +9,7 @@ Copyright (c) 2016 - 2019
## Abalone Data Set ## Abalone Data Set
### Predict the age of Abalone from physical measurements ### Find out the age of Abalone from physical measurements
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...@@ -9,7 +9,7 @@ Copyright (c) 2016 - 2019 ...@@ -9,7 +9,7 @@ Copyright (c) 2016 - 2019
## Bike Sharing Data Set ## Bike Sharing Data Set
### Predicat bike rental count (hourly/daily) based on the environmental & seasonal settings ### Predict bike rental count (hourly/daily) based on the environmental & seasonal settings
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![](411.jpg) ![](411.jpg)
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**Level** Advanced <br/> **Level** Intermediate <br/>
**Recommended Use:** Classification Models<br/> **Recommended Use:** Classification Models<br/>
**Domain:** Business<br/> **Domain:** Business<br/>
## Blood Transfusion Service Center Data Set ## Blood Transfusion Service Center Data Set
### Predict if a donor will give blood in March 2007 ### Find out if a donor will give blood in March 2007
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![](hush-naidoo-1170844-unsplash.jpg) ![](hush-naidoo-1170844-unsplash.jpg)
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This *advanced* level data set has 748 instances and 5 attributes. This *intermediate* level data set has 748 instances and 5 attributes.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques.
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![](1190.jpg) ![](1190.jpg)
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This *intermediate* level data set was derived from a decision-making model which was originally developed for research on multi-attribute decision making. This *beginner* level data set was derived from a decision-making model which was originally developed for research on multi-attribute decision making.
Decision making involves selection between seemingly conflicting alternatives. Decision making involves selection between seemingly conflicting alternatives.
The data set has 1728 rows and 7 columns in which car attributes such as price and technology are described across 6 attributes such as "Buying Price", "Maintenance", and "Safety" etc. There are multiple alternatives under each of the 6 attributes. Car's acceptability, The data set has 1728 rows and 7 columns in which car attributes such as price and technology are described across 6 attributes such as "Buying Price", "Maintenance", and "Safety" etc. There are multiple alternatives under each of the 6 attributes. Car's acceptability,
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## Census Income Data Set ## Census Income Data Set
### Predict whether income exceeds $50K/year: ### Estimate whether a person’s income exceeds $50K/year:
![](rawpixel-557125-unsplash.jpg) ![](rawpixel-557125-unsplash.jpg)
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**Level:** Intermediate <br/> **Level:** Advanced <br/>
**Recommended Use:** Classification Models<br/> **Recommended Use:** Classification Models<br/>
**Domain:** Business/Finance<br/> **Domain:** Business/Finance<br/>
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![](388737-PC5WB4-539.jpg) ![](388737-PC5WB4-539.jpg)
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This *intermediate* level data set has 30000 rows and 24 columns. This *advanced* level data set has 30000 rows and 24 columns.
The data set could be used to estimate the probability of default payment by credit card client using the data provided. The data set could be used to estimate the probability of default payment by credit card client using the data provided.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set: Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set:
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**Level:** Intermediate <br/> **Level:** Advanced <br/>
**Recommended Use:** Regression/Clustering Models<br/> **Recommended Use:** Regression/Clustering Models<br/>
**Domain:** Electricity<br/> **Domain:** Electricity<br/>
...@@ -16,7 +16,7 @@ Copyright (c) 2016 - 2019 ...@@ -16,7 +16,7 @@ Copyright (c) 2016 - 2019
![](230088-P1ZDYV-666.jpg) ![](230088-P1ZDYV-666.jpg)
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This *intermediate* level data set has 2075259 rows and 9 columns. This *advanced* level data set has 2075259 rows and 9 columns.
This dataset provides measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years. This dataset provides measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years.
Different electrical quantities and some sub-metering values are available. Different electrical quantities and some sub-metering values are available.
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## Liver Disorders Data Set ## Liver Disorders Data Set
### Patterns relating liver disorder and alcohol consumption ### Discover patterns relating liver disorder and alcohol consumption
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![](OBDL960.jpg) ![](OBDL960.jpg)
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This *intermediate* level data set has 39644 rows and 61 columns. This *advanced* level data set has 39644 rows and 61 columns.
This dataset summarizes a heterogeneous set of features about articles published by Mashable in a period of two years. This dataset summarizes a heterogeneous set of features about articles published by Mashable in a period of two years.
This could be used to predict the number of shares of an article in social networks. This could be used to predict the number of shares of an article in social networks.
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## Qualitative Bankruptcy Data Set ## Qualitative Bankruptcy Data Set
### Predict Bankruptcy from Qualitative parameters from experts ### Estimate chance of Bankruptcy from Qualitative parameters from experts
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![](407.jpg) ![](407.jpg)
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This *intermediate* level data set has 250 rows and 7 columns. This *beginner* level data set has 250 rows and 7 columns.
This dataset contains 6 qualitative parameters from experts which could be used to predict the bankruptcy. This dataset contains 6 qualitative parameters from experts which could be used to predict the bankruptcy.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification modelling techniques**.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set: Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. The Following data dictionary gives more details on this data set:
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**Level:** Intermediate <br/> **Level:** Beginner <br/>
**Recommended Use:** Regression Models<br/> **Recommended Use:** Regression Models<br/>
**Domain:** Real Estate<br/> **Domain:** Real Estate<br/>
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![](310.jpg) ![](310.jpg)
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This *intermediate* level data set has 414 rows and 7 columns. This *beginner* level data set has 414 rows and 7 columns.
It provides the market historical data set of real estate valuations which are collected from Sindian Dist., New Taipei City, Taiwan. It provides the market historical data set of real estate valuations which are collected from Sindian Dist., New Taipei City, Taiwan.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **regression modelling techniques**. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **regression modelling techniques**.
Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques. Feel free to explore the data set with multiple **supervised** and **unsupervised** learning techniques.
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...@@ -3,7 +3,7 @@ Copyright (c) 2016 - 2019 ...@@ -3,7 +3,7 @@ Copyright (c) 2016 - 2019
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**Level:** Intermediate <br/> **Level:** Beginner <br/>
**Recommended Use:** Classification/Clustering<br/> **Recommended Use:** Classification/Clustering<br/>
**Domain:** Education/Web<br/> **Domain:** Education/Web<br/>
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![](342309-PA9PNI-658.jpg) ![](342309-PA9PNI-658.jpg)
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This *intermediate* level data set has 403 rows and 6 columns. This *beginner* level data set has 403 rows and 6 columns.
The data set has been divided into training and testing (training: 258, testing: 145). The data set has been divided into training and testing (training: 258, testing: 145).
It is a real dataset about the students' knowledge status about the subject of Electrical DC Machines. It is a real dataset about the students' knowledge status about the subject of Electrical DC Machines.
This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification** and **clustering** techniques. This data set is recommended for learning and practicing your skills in **exploratory data analysis**, **data visualization**, and **classification** and **clustering** techniques.
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## Wholesale Customers Data Set ## Wholesale Customers Data Set
### Discover patterns from spending data at wholesale ### Find patterns from spending data at wholesale
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